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Kelly RJ, Landon BV, Zaidi AH, Singh D, Canzoniero JV, Balan A, Hales RK, Voong KR, Battafarano RJ, Jobe BA, Yang SC, Broderick S, Ha J, Marrone KA, Pereira G, Rao N, Borole A, Karaindrou K, Belcaid Z, White JR, Ke S, Amjad AI, Weksler B, Shin EJ, Thompson E, Smith KN, Pardoll DM, Hu C, Feliciano JL, Anagnostou V, Lam VK. Neoadjuvant nivolumab or nivolumab plus LAG-3 inhibitor relatlimab in resectable esophageal/gastroesophageal junction cancer: a phase Ib trial and ctDNA analyses. Nat Med 2024; 30:1023-1034. [PMID: 38504015 PMCID: PMC11031406 DOI: 10.1038/s41591-024-02877-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2023] [Accepted: 02/16/2024] [Indexed: 03/21/2024]
Abstract
Gastroesophageal cancer dynamics and drivers of clinical responses with immune checkpoint inhibitors (ICI) remain poorly understood. Potential synergistic activity of dual programmed cell death protein 1 (PD-1) and lymphocyte-activation gene 3 (LAG-3) inhibition may help improve immunotherapy responses for these tumors. We report a phase Ib trial that evaluated neoadjuvant nivolumab (Arm A, n = 16) or nivolumab-relatlimab (Arm B, n = 16) in combination with chemoradiotherapy in 32 patients with resectable stage II/stage III gastroesophageal cancer together with an in-depth evaluation of pathological, molecular and functional immune responses. Primary endpoint was safety; the secondary endpoint was feasibility; exploratory endpoints included pathological complete (pCR) and major pathological response (MPR), recurrence-free survival (RFS) and overall survival (OS). The study met its primary safety endpoint in Arm A, although Arm B required modification to mitigate toxicity. pCR and MPR rates were 40% and 53.5% for Arm A and 21.4% and 57.1% for Arm B. Most common adverse events were fatigue, nausea, thrombocytopenia and dermatitis. Overall, 2-year RFS and OS rates were 72.5% and 82.6%, respectively. Higher baseline programmed cell death ligand 1 (PD-L1) and LAG-3 expression were associated with deeper pathological responses. Exploratory analyses of circulating tumor DNA (ctDNA) showed that patients with undetectable ctDNA post-ICI induction, preoperatively and postoperatively had a significantly longer RFS and OS; ctDNA clearance was reflective of neoantigen-specific T cell responses. Our findings provide insights into the safety profile of combined PD-1 and LAG-3 blockade in gastroesophageal cancer and highlight the potential of ctDNA analysis to dynamically assess systemic tumor burden during neoadjuvant ICI that may open a therapeutic window for future intervention. ClinicalTrials.gov registration: NCT03044613 .
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Affiliation(s)
- Ronan J Kelly
- The Charles A. Sammons Cancer Center, Baylor University Medical Center, Dallas, TX, USA.
| | - Blair V Landon
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Ali H Zaidi
- Allegheny Health Network Cancer Institute, Allegheny Health Network, Pittsburgh, PA, USA
| | - Dipika Singh
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- The Bloomberg-Kimmel Institute of Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Jenna V Canzoniero
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Archana Balan
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Russell K Hales
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Radiation Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - K Ranh Voong
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Radiation Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Richard J Battafarano
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Blair A Jobe
- Allegheny Health Network Cancer Institute, Allegheny Health Network, Pittsburgh, PA, USA
| | - Stephen C Yang
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Stephen Broderick
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Jinny Ha
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Kristen A Marrone
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- The Bloomberg-Kimmel Institute of Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Gavin Pereira
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Nisha Rao
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Aryan Borole
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Katerina Karaindrou
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Zineb Belcaid
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - James R White
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Suqi Ke
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Biostatistics, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Ali I Amjad
- Allegheny Health Network Cancer Institute, Allegheny Health Network, Pittsburgh, PA, USA
| | - Benny Weksler
- Allegheny Health Network Cancer Institute, Allegheny Health Network, Pittsburgh, PA, USA
| | - Eun Ji Shin
- Department of Gastroenterology & Hepatology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Elizabeth Thompson
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Kellie N Smith
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- The Bloomberg-Kimmel Institute of Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Drew M Pardoll
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- The Bloomberg-Kimmel Institute of Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Chen Hu
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Biostatistics, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Josephine L Feliciano
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Valsamo Anagnostou
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
- The Bloomberg-Kimmel Institute of Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
- Lung Cancer Precision Medicine Center of Excellence, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
| | - Vincent K Lam
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
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Hong X, Nadeau K, Wang G, Larman B, Smith KN, Pearson C, Ji H, Frischmeyer-Guerrerio P, Liang L, Hu FB, Wang X. Metabolomic profiles during early childhood and risk of food allergies and asthma in multiethnic children from a prospective birth cohort. J Allergy Clin Immunol 2024:S0091-6749(24)00295-1. [PMID: 38548091 DOI: 10.1016/j.jaci.2024.02.024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2023] [Revised: 01/08/2024] [Accepted: 02/22/2024] [Indexed: 04/17/2024]
Abstract
BACKGROUND There are increasing numbers of metabolomic studies in food allergy (FA) and asthma, which, however, are predominantly limited by cross-sectional designs, small sample size, and being conducted in European populations. OBJECTIVE We sought to identify metabolites unique to and shared by children with FA and/or asthma in a racially diverse prospective birth cohort, the Boston Birth Cohort. METHODS Mass spectrometry-based untargeted metabolomic profiling was performed using venous plasma collected in early childhood (n = 811). FA was diagnosed according to clinical symptoms consistent with an acute hypersensitivity reaction at food ingestion and food specific-IgE > 0.35 kU/L. Asthma was defined on the basis of physician diagnosis. Generalized estimating equations were applied to analyze metabolomic associations with FA and asthma, adjusting for potential confounders. RESULTS During a mean ± standard deviation follow-up of 11.8 ± 5.2 years from birth, 78 children developed FA and 171 developed asthma. Androgenic and pregnenolone steroids were significantly associated with a lower risk of FA, especially for egg allergy. N,N,N-trimethyl-5-aminovalerate (odds ratio [OR] = 0.65, 95% confidence interval [CI] = 0.48-0.87), and 1-oleoyl-2-arachidonoyl-sn-glycero-3-phosphoinositol (OR = 0.77; 95% CI = 0.66-0.90) were inversely associated with FA risk. Orotidine (OR = 4.73; 95% CI = 2.2-10.2) and 4-cholesten-3-one (OR = 0.52; 95% CI = 0.35-0.77) were the top 2 metabolites associated with risk of asthma, although they had no association with FA. In comparison, children with both FA and asthma exhibited an altered metabolomic profile that aligned with that of FA, including altered levels of lipids and steroids. CONCLUSION In this US multiethnic prospective birth cohort, unique and shared alterations in plasma metabolites during early childhood were associated with risk of developing FA and/or asthma. These findings await further validation.
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Affiliation(s)
- Xiumei Hong
- Department of Population, Family and Reproductive Health, Center on the Early Life Origins of Disease, Johns Hopkins University Bloomberg School of Public Health, Baltimore, Md.
| | - Kari Nadeau
- Department of Environmental Health, Harvard T. H. Chan School of Public Health, Boston, Mass
| | - Guoying Wang
- Department of Population, Family and Reproductive Health, Center on the Early Life Origins of Disease, Johns Hopkins University Bloomberg School of Public Health, Baltimore, Md
| | - Ben Larman
- Department of Pathology, Division of Immunology, Johns Hopkins University School of Medicine, Baltimore, Md
| | - Kellie N Smith
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, and the Bloomberg-Kimmel Institute for Cancer Immunotherapy and Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Md
| | - Colleen Pearson
- Department of Pediatrics, Boston University School of Medicine and Boston Medical Center, Boston, Mass
| | - Hongkai Ji
- Department of Biostatistics, Johns Hopkins University Bloomberg School of Public Health, Baltimore, Md
| | - Pamela Frischmeyer-Guerrerio
- Laboratory of Allergic Diseases, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Md
| | - Liming Liang
- Department of Epidemiology and Biostatistics, T. H. Chan School of Public Health, Harvard University, Boston, Mass
| | - Frank B Hu
- Department of Epidemiology and Biostatistics, T. H. Chan School of Public Health, Harvard University, Boston, Mass; Department of Nutrition, T. H. Chan School of Public Health, Harvard University, Boston, Mass; Department of Medicine, Channing Division of Network Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Mass
| | - Xiaobin Wang
- Department of Population, Family and Reproductive Health, Center on the Early Life Origins of Disease, Johns Hopkins University Bloomberg School of Public Health, Baltimore, Md; Department of Pediatrics, Division of General Pediatrics & Adolescent Medicine, Johns Hopkins University School of Medicine, Baltimore, Md
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3
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Sop J, Traut CC, Dykema AG, Hunt JH, Beckey TP, Basseth CR, Antar AAR, Laeyendecker O, Smith KN, Blankson JN. Bivalent mRNA COVID vaccines elicit predominantly cross-reactive CD4 + T cell clonotypes. Cell Rep Med 2024; 5:101442. [PMID: 38423018 PMCID: PMC10983033 DOI: 10.1016/j.xcrm.2024.101442] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2023] [Revised: 12/28/2023] [Accepted: 02/03/2024] [Indexed: 03/02/2024]
Abstract
Bivalent COVID vaccines containing mRNA for ancestral and Omicron BA.5 spike proteins do not induce stronger T cell responses to Omicron BA.5 spike proteins than monovalent vaccines that contain only ancestral spike mRNA. The reasons for this finding have not been elucidated. Here, we show that healthy donors (HDs) and people living with HIV (PLWH) on antiretroviral therapy mostly target T cell epitopes that are not affected by BA.5 mutations. We use the functional expansion of specific T cells (FEST) assay to determine the percentage of CD4+ T cells that cross-recognize both spike proteins and those that are monoreactive for each protein. We show a predominance of cross-reactive CD4+ T cells; less than 10% percent of spike-specific CD4+ T cell receptors were BA.5 monoreactive in most HDs and PLWH. Our data suggest that the current bivalent vaccines do not induce robust BA.5-monoreactive T cell responses.
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Affiliation(s)
- Joel Sop
- Department of Medicine, Johns Hopkins Medicine, Baltimore, MD, USA
| | - Caroline C Traut
- Department of Medicine, Johns Hopkins Medicine, Baltimore, MD, USA
| | - Arbor G Dykema
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins Medicine, Baltimore, MD, USA; Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Joanne H Hunt
- Division of Intramural Research, National Institute of Allergy and Infectious Diseases (NIAID), NIH, Baltimore, MD, USA
| | - Tyler P Beckey
- Department of Medicine, Johns Hopkins Medicine, Baltimore, MD, USA
| | | | | | - Oliver Laeyendecker
- Division of Intramural Research, National Institute of Allergy and Infectious Diseases (NIAID), NIH, Baltimore, MD, USA
| | - Kellie N Smith
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins Medicine, Baltimore, MD, USA; Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA.
| | - Joel N Blankson
- Department of Medicine, Johns Hopkins Medicine, Baltimore, MD, USA.
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4
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Nakazawa M, Harada G, Ghanem P, Bubie A, Kiedrowski LA, Murray JC, Marrone KA, Scott SC, Houseknecht S, Falcon CJ, Evans P, Feliciano J, Hann CL, Ettinger DS, Smith KN, Anagnostou V, Forde PM, Brahmer JR, Levy B, Drilon A, Lam VK. Impact of Tumor-intrinsic Molecular Features on Survival and Acquired Tyrosine Kinase Inhibitor Resistance in ALK-positive NSCLC. Cancer Res Commun 2024; 4:786-795. [PMID: 38407352 PMCID: PMC10939006 DOI: 10.1158/2767-9764.crc-24-0065] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/05/2024] [Revised: 02/17/2024] [Accepted: 02/19/2024] [Indexed: 02/27/2024]
Abstract
While tyrosine kinase inhibitors (TKI) have shown remarkable efficacy in anaplastic lymphoma kinase (ALK) fusion-positive advanced non-small cell lung cancer (NSCLC), clinical outcomes vary and acquired resistance remains a significant challenge. We conducted a retrospective study of patients with ALK-positive NSCLC who had clinico-genomic data independently collected from two academic institutions (n = 309). This was paired with a large-scale genomic cohort of patients with ALK-positive NSCLC who underwent liquid biopsies (n = 1,118). Somatic co-mutations in TP53 and loss-of-function alterations in CDKN2A/B were most commonly identified (24.1% and 22.5%, respectively in the clinical cohort), each of which was independently associated with inferior overall survival (HR: 2.58; 95% confidence interval, CI: 1.62-4.09 and HR: 1.93; 95% CI: 1.17-3.17, respectively). Tumors harboring EML4-ALK variant 3 (v3) were not associated with specific co-alterations but were more likely to develop ALK resistance mutations, particularly G1202R and I1171N (OR: 4.11; P < 0.001 and OR: 2.94; P = 0.026, respectively), and had inferior progression-free survival on first-line TKI (HR: 1.52; 95% CI: 1.03-2.25). Non-v3 tumors were associated with L1196M resistance mutation (OR: 4.63; P < 0.001). EML4-ALK v3 and somatic co-alterations in TP53 and CDKN2A/B are associated with inferior clinical outcomes. v3 status is also associated with specific patterns of clinically important ALK resistance mutations. These tumor-intrinsic features may inform rational selection and optimization of first-line and consolidative therapy. SIGNIFICANCE In a large-scale, contemporary cohort of patients with advanced ALK-positive NSCLC, we evaluated molecular characteristics and their impact on acquired resistance mutations and clinical outcomes. Our findings that certain ALK variants and co-mutations are associated with differential survival and specific TKI-relevant resistance patterns highlight potential molecular underpinnings of the heterogenous response to ALK TKIs and nominate biomarkers that may inform patient selection for first-line and consolidative therapies.
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Affiliation(s)
- Mari Nakazawa
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Guilherme Harada
- Memorial Sloan Kettering Cancer Center and Weill Cornell Medical Center, New York, New York
| | - Paola Ghanem
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | | | | | - Joseph C. Murray
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Kristen A. Marrone
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Susan C. Scott
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Stefanie Houseknecht
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Christina J. Falcon
- Memorial Sloan Kettering Cancer Center and Weill Cornell Medical Center, New York, New York
| | - Patrick Evans
- Memorial Sloan Kettering Cancer Center and Weill Cornell Medical Center, New York, New York
| | - Josephine Feliciano
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Christine L. Hann
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - David S. Ettinger
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Kellie N. Smith
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Valsamo Anagnostou
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Patrick M. Forde
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Julie R. Brahmer
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Benjamin Levy
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | | | - Vincent K. Lam
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
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5
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Pulliam T, Jani S, Jing L, Ryu H, Jojic A, Shasha C, Zhang J, Kulikauskas R, Church C, Garnett-Benson C, Gooley T, Chapuis A, Paulson K, Smith KN, Pardoll DM, Newell EW, Koelle DM, Topalian SL, Nghiem P. Circulating cancer-specific CD8 T cell frequency is associated with response to PD-1 blockade in Merkel cell carcinoma. Cell Rep Med 2024; 5:101412. [PMID: 38340723 PMCID: PMC10897614 DOI: 10.1016/j.xcrm.2024.101412] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Revised: 12/01/2023] [Accepted: 01/12/2024] [Indexed: 02/12/2024]
Abstract
Understanding cancer immunobiology has been hampered by difficulty identifying cancer-specific T cells. Merkel cell polyomavirus (MCPyV) causes most Merkel cell carcinomas (MCCs). All patients with virus-driven MCC express MCPyV oncoproteins, facilitating identification of virus (cancer)-specific T cells. We studied MCPyV-specific T cells from 27 patients with MCC using MCPyV peptide-HLA-I multimers, 26-color flow cytometry, single-cell transcriptomics, and T cell receptor (TCR) sequencing. In a prospective clinical trial, higher circulating MCPyV-specific CD8 T cell frequency before anti-PD-1 treatment was strongly associated with 2-year recurrence-free survival (75% if detectable, 0% if undetectable, p = 0.0018; ClinicalTrial.gov: NCT02488759). Intratumorally, such T cells were typically present, but their frequency did not significantly associate with response. Circulating MCPyV-specific CD8 T cells had increased stem/memory and decreased exhaustion signatures relative to their intratumoral counterparts. These results suggest that cancer-specific CD8 T cells in the blood may play a role in anti-PD-1 responses. Thus, strategies that augment their number or mobilize them into tumors could improve outcomes.
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Affiliation(s)
- Thomas Pulliam
- Division of Dermatology, Department of Medicine, University of Washington, Seattle, WA 98109, USA
| | - Saumya Jani
- Division of Dermatology, Department of Medicine, University of Washington, Seattle, WA 98109, USA; Department of Laboratory Medicine and Pathology, University of Washington, Seattle, WA 98109, USA
| | - Lichen Jing
- Department of Medicine, University of Washington, Seattle, WA 98109, USA
| | - Heeju Ryu
- Vaccine and Infectious Disease Department, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
| | - Ana Jojic
- Vaccine and Infectious Disease Department, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
| | - Carolyn Shasha
- Vaccine and Infectious Disease Department, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
| | - Jiajia Zhang
- Department of Oncology, Johns Hopkins University, Baltimore, MD 21827, USA; The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD 21287, USA
| | - Rima Kulikauskas
- Division of Dermatology, Department of Medicine, University of Washington, Seattle, WA 98109, USA
| | - Candice Church
- Division of Dermatology, Department of Medicine, University of Washington, Seattle, WA 98109, USA
| | | | - Ted Gooley
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
| | - Aude Chapuis
- Department of Medicine, University of Washington, Seattle, WA 98109, USA; Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
| | - Kelly Paulson
- Paul G. Allen Research Center, Providence-Swedish Cancer Institute, Seattle, WA 98104, USA; Elson S. Floyd College of Medicine, Washington State University, Spokane, WA 99202, USA
| | - Kellie N Smith
- Department of Oncology, Johns Hopkins University, Baltimore, MD 21827, USA; The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD 21287, USA
| | - Drew M Pardoll
- Department of Oncology, Johns Hopkins University, Baltimore, MD 21827, USA; The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD 21287, USA
| | - Evan W Newell
- Department of Laboratory Medicine and Pathology, University of Washington, Seattle, WA 98109, USA; Vaccine and Infectious Disease Department, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA
| | - David M Koelle
- Department of Laboratory Medicine and Pathology, University of Washington, Seattle, WA 98109, USA; Department of Medicine, University of Washington, Seattle, WA 98109, USA; Vaccine and Infectious Disease Department, Fred Hutchinson Cancer Center, Seattle, WA 98109, USA; Department of Global Health, University of Washington, Seattle, WA 98109, USA; Benaroya Research Institute, Seattle, WA 98101, USA
| | - Suzanne L Topalian
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD 21287, USA; Department of Surgery, Johns Hopkins University, Baltimore, MD 21287, USA
| | - Paul Nghiem
- Division of Dermatology, Department of Medicine, University of Washington, Seattle, WA 98109, USA.
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Reeves DB, Rigau DN, Romero A, Zhang H, Simonetti FR, Varriale J, Hoh R, Zhang L, Smith KN, Montaner LJ, Rubin LH, Gange SJ, Roan NR, Tien PC, Margolick JB, Peluso MJ, Deeks SG, Schiffer JT, Siliciano JD, Siliciano RF, Antar AAR. Mild HIV-specific selective forces overlaying natural CD4+ T cell dynamics explain the clonality and decay dynamics of HIV reservoir cells. medRxiv 2024:2024.02.13.24302704. [PMID: 38405967 PMCID: PMC10888981 DOI: 10.1101/2024.02.13.24302704] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/27/2024]
Abstract
The latent reservoir of HIV persists for decades in people living with HIV (PWH) on antiretroviral therapy (ART). To determine if persistence arises from the natural dynamics of memory CD4+ T cells harboring HIV, we compared the clonal dynamics of HIV proviruses to that of memory CD4+ T cell receptors (TCRβ) from the same PWH and from HIV-seronegative people. We show that clonal dominance of HIV proviruses and antigen-specific CD4+ T cells are similar but that the field's understanding of the persistence of the less clonally dominant reservoir is significantly limited by undersampling. We demonstrate that increasing reservoir clonality over time and differential decay of intact and defective proviruses cannot be explained by mCD4+ T cell kinetics alone. Finally, we develop a stochastic model of TCRβ and proviruses that recapitulates experimental observations and suggests that HIV-specific negative selection mediates approximately 6% of intact and 2% of defective proviral clearance. Thus, HIV persistence is mostly, but not entirely, driven by natural mCD4+ T cell kinetics.
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7
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Dragoni F, Kwaa AK, Traut CC, Veenhuis RT, Woldemeskel BA, Camilo-Contreras A, Raymond HE, Dykema AG, Scully EP, Rosecrans AM, Smith KN, Bushman FD, Simonetti FR, Blankson JN. Proviral location affects cognate peptide-induced virus production and immune recognition of HIV-1-infected T cell clones. J Clin Invest 2023; 133:e171097. [PMID: 37698927 PMCID: PMC10617777 DOI: 10.1172/jci171097] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Accepted: 09/06/2023] [Indexed: 09/14/2023] Open
Abstract
BACKGROUNDHIV-1-infected CD4+ T cells contribute to latent reservoir persistence by proliferating while avoiding immune recognition. Integration features of intact proviruses in elite controllers (ECs) and people on long-term therapy suggest that proviruses in specific chromosomal locations can evade immune surveillance. However, direct evidence of this mechanism is missing.METHODSIn this case report, we characterized integration sites and full genome sequences of expanded T cell clones in an EC before and after chemoradiation. We identified the cognate peptide of infected clones to investigate cell proliferation and virus production induced by T cell activation, and susceptibility to autologous CD8+ T cells.RESULTSThe proviral landscape was dominated by 2 large clones with replication-competent proviruses integrated into zinc finger (ZNF) genes (ZNF470 and ZNF721) in locations previously associated with deeper latency. A third nearly intact provirus, with a stop codon in Pol, was integrated into an intergenic site. Upon stimulation with cognate Gag peptides, infected clones proliferated extensively and produced virus, but the provirus in ZNF721 was 200-fold less inducible. While autologous CD8+ T cells decreased the proliferation of cells carrying the intergenic provirus, they had no effect on cells with the provirus in the ZNF721 gene.CONCLUSIONSWe provide direct evidence that upon activation of infected clones by cognate antigen, the lower inducibility of intact proviruses in ZNF genes can result in immune evasion and persistence.FUNDINGOffice of the NIH Director and National Institute of Dental & Craniofacial Research; NIAID, NIH; Johns Hopkins University Center for AIDS Research.
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Affiliation(s)
| | | | | | - Rebecca T. Veenhuis
- Department of Molecular and Comparative Pathobiology, and
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | | | | | - Hayley E. Raymond
- Department of Microbiology, University of Pennsylvania, Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Arbor G. Dykema
- Bloomberg~Kimmel Institute for Cancer Immunotherapy, and
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | | | | | - Kellie N. Smith
- Bloomberg~Kimmel Institute for Cancer Immunotherapy, and
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Frederic D. Bushman
- Department of Microbiology, University of Pennsylvania, Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | | | - Joel N. Blankson
- Department of Medicine
- Department of Molecular and Comparative Pathobiology, and
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8
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Voong KR, Illei PB, Presson B, Singh D, Zeng Z, Lanis M, Hales RK, Hu C, Tran PT, Georgiades C, Lin CT, Thiboutout J, Brahmer JR, Forde PM, Naidoo J, Anagnostou V, Smith KN. Ablative radiation alone in stage I lung cancer produces an adaptive systemic immune response: insights from a prospective stud. J Immunother Cancer 2023; 11:e007188. [PMID: 37793854 PMCID: PMC10551924 DOI: 10.1136/jitc-2023-007188] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/06/2023] [Indexed: 10/06/2023] Open
Abstract
Stereotactic ablative body radiation (SABR) delivers high rates of local control in early-stage non-small cell lung cancer (NSCLC); however, systemic immune effects are poorly understood. Here, we evaluate the early pathologic and immunologic effects of SABR. Blood/core-needle tumor biopsies were collected from six patients with stage I NSCLC before and 5-7 days after SABR (48 Gy/4 or 50 Gy/5 fractions). Serial blood was collected up to 1-year post-SABR. We used immunohistochemistry to evaluate pathological changes, immune-cell populations (CD8, FoxP3), and PD-L1/PD-1 expression within the tumor. We evaluated T-cell receptor (TCR) profile changes in the tumor using TCR sequencing. We used the MANAFEST (Mutation-Associated Neoantigen Functional Expansion of Specific T-cells) assay to detect peripheral neoantigen-specific T-cell responses and dynamics. At a median follow-up of 40 months, 83% of patients (n=5) were alive without tumor progression. Early post-SABR biopsies showed viable tumor and similar distribution of immune-cell populations as compared with baseline samples. Core-needle samples proved insufficient to detect population-level TCR-repertoire changes. Functionally, neoantigen-specific T-cells were detected in the blood prior to SABR. A subset of these patients had a transient increase in the frequency of neoantigen-specific T-cells between 1 week and 3-6 months after SABR. SABR alone could induce a delayed, transient neoantigen-specific T-cell immunologic response in patients with stage I NSCLC.
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Affiliation(s)
- Khinh Ranh Voong
- Department of Radiation Oncology & Molecular Radiation Sciences, Johns Hopkins University, Baltimore, Maryland, USA
| | - Peter B Illei
- Department of Pathology, Johns Hopkins University, Baltimore, Maryland, USA
| | - Bradley Presson
- Department of Oncology, Johns Hopkins University, Baltimore, Maryland, USA
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, Maryland, USA
| | - Dipika Singh
- Department of Oncology, Johns Hopkins University, Baltimore, Maryland, USA
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, Maryland, USA
- The Mark Foundation Center for Advanced Genomics and Imaging, Baltimore, Maryland, USA
| | - Zhen Zeng
- Department of Oncology, Johns Hopkins University, Baltimore, Maryland, USA
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, Maryland, USA
- The Mark Foundation Center for Advanced Genomics and Imaging, Baltimore, Maryland, USA
| | - Mara Lanis
- Department of Oncology, Johns Hopkins University, Baltimore, Maryland, USA
| | - Russell K Hales
- Department of Radiation Oncology & Molecular Radiation Sciences, Johns Hopkins University, Baltimore, Maryland, USA
| | - Chen Hu
- Division of Quantitative Sciences, Department of Oncology, Johns Hopkins University, Baltimore, Maryland, USA
| | - Phuoc T Tran
- Department of Radiation Oncology & Molecular Radiation Sciences, Johns Hopkins University, Baltimore, Maryland, USA
- Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | | | - Cheng Ting Lin
- Department of Radiology, Johns Hopkins University, Baltimore, Maryland, USA
| | - Jeffrey Thiboutout
- Department of Pulmonology, Johns Hopkins University, Baltimore, Maryland, USA
| | - Julie R Brahmer
- Department of Oncology, Johns Hopkins University, Baltimore, Maryland, USA
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, Maryland, USA
| | - Patrick M Forde
- Department of Oncology, Johns Hopkins University, Baltimore, Maryland, USA
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, Maryland, USA
| | - Jarushka Naidoo
- Department of Oncology, Johns Hopkins University, Baltimore, Maryland, USA
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, Maryland, USA
- Beaumont Hospital, Dublin, Ireland
- RCSI University of Medicine and Health Sciences, Dublin, Ireland
| | - Valsamo Anagnostou
- Department of Oncology, Johns Hopkins University, Baltimore, Maryland, USA
| | - Kellie N Smith
- Department of Oncology, Johns Hopkins University, Baltimore, Maryland, USA
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, Maryland, USA
- The Mark Foundation Center for Advanced Genomics and Imaging, Baltimore, Maryland, USA
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9
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Dykema AG, Zhang J, Cheung LS, Connor S, Zhang B, Zeng Z, Cherry CM, Li T, Caushi JX, Nishimoto M, Munoz AJ, Ji Z, Hou W, Zhan W, Singh D, Zhang T, Rashid R, Mitchell-Flack M, Bom S, Tam A, Ionta N, Aye THK, Wang Y, Sawosik CA, Tirado LE, Tomasovic LM, VanDyke D, Spangler JB, Anagnostou V, Yang S, Spicer J, Rayes R, Taube J, Brahmer JR, Forde PM, Yegnasubramanian S, Ji H, Pardoll DM, Smith KN. Lung tumor-infiltrating T reg have divergent transcriptional profiles and function linked to checkpoint blockade response. Sci Immunol 2023; 8:eadg1487. [PMID: 37713507 PMCID: PMC10629528 DOI: 10.1126/sciimmunol.adg1487] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2022] [Accepted: 07/25/2023] [Indexed: 09/17/2023]
Abstract
Regulatory T cells (Treg) are conventionally viewed as suppressors of endogenous and therapy-induced antitumor immunity; however, their role in modulating responses to immune checkpoint blockade (ICB) is unclear. In this study, we integrated single-cell RNA-seq/T cell receptor sequencing (TCRseq) of >73,000 tumor-infiltrating Treg (TIL-Treg) from anti-PD-1-treated and treatment-naive non-small cell lung cancers (NSCLC) with single-cell analysis of tumor-associated antigen (TAA)-specific Treg derived from a murine tumor model. We identified 10 subsets of human TIL-Treg, most of which have high concordance with murine TIL-Treg subsets. Only one subset selectively expresses high levels of TNFRSF4 (OX40) and TNFRSF18 (GITR), whose engangement by cognate ligand mediated proliferative programs and NF-κB activation, as well as multiple genes involved in Treg suppression, including LAG3. Functionally, the OX40hiGITRhi subset is the most highly suppressive ex vivo, and its higher representation among total TIL-Treg correlated with resistance to PD-1 blockade. Unexpectedly, in the murine tumor model, we found that virtually all TIL-Treg-expressing T cell receptors that are specific for TAA fully develop a distinct TH1-like signature over a 2-week period after entry into the tumor, down-regulating FoxP3 and up-regulating expression of TBX21 (Tbet), IFNG, and certain proinflammatory granzymes. Transfer learning of a gene score from the murine TAA-specific TH1-like Treg subset to the human single-cell dataset revealed a highly analogous subcluster that was enriched in anti-PD-1-responding tumors. These findings demonstrate that TIL-Treg partition into multiple distinct transcriptionally defined subsets with potentially opposing effects on ICB-induced antitumor immunity and suggest that TAA-specific TIL-Treg may positively contribute to antitumor responses.
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Affiliation(s)
- Arbor G. Dykema
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins School of Medicine, Baltimore, MD, USA
- The Mark Foundation Center for Advanced Genomics and Imaging, Johns Hopkins School of Medicine, Baltimore, MD, USA
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Jiajia Zhang
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins School of Medicine, Baltimore, MD, USA
- The Mark Foundation Center for Advanced Genomics and Imaging, Johns Hopkins School of Medicine, Baltimore, MD, USA
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Laurene S. Cheung
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins School of Medicine, Baltimore, MD, USA
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Sydney Connor
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins School of Medicine, Baltimore, MD, USA
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Boyang Zhang
- Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Zhen Zeng
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins School of Medicine, Baltimore, MD, USA
- The Mark Foundation Center for Advanced Genomics and Imaging, Johns Hopkins School of Medicine, Baltimore, MD, USA
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | | | - Taibo Li
- Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Justina X. Caushi
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins School of Medicine, Baltimore, MD, USA
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Marni Nishimoto
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins School of Medicine, Baltimore, MD, USA
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Andrew J. Munoz
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins School of Medicine, Baltimore, MD, USA
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Zhicheng Ji
- Department of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, NC, 27710, USA
| | - Wenpin Hou
- Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Wentao Zhan
- Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Dipika Singh
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins School of Medicine, Baltimore, MD, USA
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Tianbei Zhang
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Rufiaat Rashid
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins School of Medicine, Baltimore, MD, USA
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Marisa Mitchell-Flack
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins School of Medicine, Baltimore, MD, USA
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Sadhana Bom
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins School of Medicine, Baltimore, MD, USA
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Ada Tam
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins School of Medicine, Baltimore, MD, USA
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Nick Ionta
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins School of Medicine, Baltimore, MD, USA
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Thet H. K. Aye
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins School of Medicine, Baltimore, MD, USA
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Yi Wang
- Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Camille A. Sawosik
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins School of Medicine, Baltimore, MD, USA
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Lauren E. Tirado
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins School of Medicine, Baltimore, MD, USA
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Luke M. Tomasovic
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins School of Medicine, Baltimore, MD, USA
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Derek VanDyke
- Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, MD, USA
- Translational Tissue Engineering Center, Johns Hopkins University, Baltimore, MD, USA
| | - Jamie B. Spangler
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins School of Medicine, Baltimore, MD, USA
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins School of Medicine, Baltimore, MD, USA
- Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, MD, USA
- Translational Tissue Engineering Center, Johns Hopkins University, Baltimore, MD, USA
- Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD, USA
| | - Valsamo Anagnostou
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins School of Medicine, Baltimore, MD, USA
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Stephen Yang
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | | | - Roni Rayes
- Department of Surgery, McGill University, Montreal, Canada
| | - Janis Taube
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins School of Medicine, Baltimore, MD, USA
- The Mark Foundation Center for Advanced Genomics and Imaging, Johns Hopkins School of Medicine, Baltimore, MD, USA
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Julie R. Brahmer
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins School of Medicine, Baltimore, MD, USA
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Patrick M. Forde
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins School of Medicine, Baltimore, MD, USA
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Srinivasan Yegnasubramanian
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins School of Medicine, Baltimore, MD, USA
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Hongkai Ji
- Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Drew M. Pardoll
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins School of Medicine, Baltimore, MD, USA
- The Mark Foundation Center for Advanced Genomics and Imaging, Johns Hopkins School of Medicine, Baltimore, MD, USA
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Kellie N. Smith
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins School of Medicine, Baltimore, MD, USA
- The Mark Foundation Center for Advanced Genomics and Imaging, Johns Hopkins School of Medicine, Baltimore, MD, USA
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins School of Medicine, Baltimore, MD, USA
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10
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Topalian SL, Forde PM, Emens LA, Yarchoan M, Smith KN, Pardoll DM. Neoadjuvant immune checkpoint blockade: A window of opportunity to advance cancer immunotherapy. Cancer Cell 2023; 41:1551-1566. [PMID: 37595586 PMCID: PMC10548441 DOI: 10.1016/j.ccell.2023.07.011] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Revised: 07/09/2023] [Accepted: 07/27/2023] [Indexed: 08/20/2023]
Abstract
Among new treatment approaches for patients with cancer, few have accelerated as quickly as neoadjuvant immune checkpoint blockade (ICB). Neoadjuvant cancer therapy is administered before curative-intent surgery in treatment-naïve patients. Conventional neoadjuvant chemotherapy and radiotherapy are primarily intended to reduce tumor size, improving surgical resectability. However, recent scientific evidence outlined here suggests that neoadjuvant immunotherapy can expand and transcriptionally modify tumor-specific T cell clones to enhance both intratumoral and systemic anti-tumor immunity. It further offers a unique "window of opportunity" to explore mechanisms and identify novel biomarkers of ICB response and resistance, opening possibilities for refining long-term clinical outcome predictions and developing new, more highly effective ICB combination therapies. Here, we examine advances in clinical and scientific knowledge gleaned from studies in select cancers and describe emerging key principles relevant to neoadjuvant ICB across many cancer types.
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Affiliation(s)
- Suzanne L Topalian
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA; Bloomberg-Kimmel Institute for Cancer Immunotherapy and Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA.
| | - Patrick M Forde
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA; Bloomberg-Kimmel Institute for Cancer Immunotherapy and Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | | | - Mark Yarchoan
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA; Bloomberg-Kimmel Institute for Cancer Immunotherapy and Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Kellie N Smith
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA; Bloomberg-Kimmel Institute for Cancer Immunotherapy and Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Drew M Pardoll
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA; Bloomberg-Kimmel Institute for Cancer Immunotherapy and Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA.
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11
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Niknafs N, Balan A, Cherry C, Hummelink K, Monkhorst K, Shao XM, Belcaid Z, Marrone KA, Murray J, Smith KN, Levy B, Feliciano J, Hann CL, Lam V, Pardoll DM, Karchin R, Seiwert TY, Brahmer JR, Forde PM, Velculescu VE, Anagnostou VK. Abstract 1393: Persistent mutation burden drives sustained anti-tumor immune responses in human cancers. Cancer Res 2023. [DOI: 10.1158/1538-7445.am2023-1393] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/07/2023]
Abstract
Abstract
INTRODUCTION: Tumor mutation burden (TMB) is a commonly used biomarker for cancer immunotherapy however TMB only partially captures tumor foreignness. We hypothesized that mutations in single-copy regions of the genome or mutations present in multiple copies (hereafter referred to as persistent mutations) are retained during cancer evolution and immunoediting, may render the tumor continuously visible to the immune system and promote sustained tumor control during immune checkpoint blockade (ICB).
METHODS: We performed pan-cancer analyses of whole exome sequencing data across 31 tumor types in TCGA to quantify the landscape of persistent mutations (n=9,242). We then evaluated the association between persistent tumor mutation burden (pTMB) and ICB response compared to TMB in eight ICB-treated cohorts of patients with NSCLC, melanoma, mesothelioma, and head and neck cancer (n=524). To investigate the clonal evolution of persistent mutations we serially analyzed whole exome sequence data from NSCLCs prior to and at emergence of acquired resistance to ICB. Finally, we evaluated the composition of the tumor microenvironment (TME) in baseline and on-ICB melanomas by RNA sequencing differential enrichment analyses and deconvolution.
RESULTS: Integration of sequence alterations in only-copy and multi-copy states for 9,242 tumors across 31 tumor types revealed a cancer lineage-dependent distribution of persistent mutations that was largely independent of the overall TMB. In evaluating differential classification based on pTMB- vs TMB-high, we found re-classification rates as high as 53% in individual tumor types, with a median reclassification rate of 33% across all tumor types (range 15% - 53%). We then evaluated the clonal composition of persistent mutations and found a wide range of correlations between pTMB and fraction of clonal mutations (Spearman ρ range: -0.11 - 0.59). In ICB-treated cohorts, pTMB better distinguished responding tumors compared to TMB, and a number of mutation and copy-number related features including tumor aneuploidy (melanoma: Mann-Whitney p=2.3e-06, NSLC: p<2.0e-03, mesothelioma p=0.03, HNSCC p=0.05). Using in silico simulations, we found a similar advantage for pTMB when estimated from gene-panel targeted next generation sequencing. To support the biological plausibility of pTMB in the context of tumor evolution, we evaluated the rate loss of persistent mutations in longitudinal analyses of pre- and post-ICB NSCLC and found that a rate of loss significantly lower for persistent compared to loss-prone mutations (odds ratio 61.43, p<2.2e-16). Consistent with our hypothesis, pTMB-high tumors had a more inflamed TME (p<1e-11).
CONCLUSIONS: Persistent mutations represent a biologically distinct subset within the overall TMB that is unlikely to be lost under selective pressure of ICB and may function as an intrinsic driver of sustained immunologic tumor control.
Citation Format: Noushin Niknafs, Archana Balan, Christopher Cherry, Karlijn Hummelink, Kim Monkhorst, Xiaoshan M. Shao, Zineb Belcaid, Kristen A. Marrone, Joseph Murray, Kellie N. Smith, Benjamin Levy, Josephine Feliciano, Christine L. Hann, Vincent Lam, Drew M. Pardoll, Rachel Karchin, Tanguy Y. Seiwert, Julie R. Brahmer, Patrick M. Forde, Victor E. Velculescu, Valsamo K. Anagnostou. Persistent mutation burden drives sustained anti-tumor immune responses in human cancers [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2023; Part 1 (Regular and Invited Abstracts); 2023 Apr 14-19; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2023;83(7_Suppl):Abstract nr 1393.
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Affiliation(s)
| | | | | | | | - Kim Monkhorst
- 2Netherlands Cancer Institute, Amsterdam, Netherlands
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12
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Landon BV, Kelly RJ, Zaidi AH, Balan A, Canzoniero JV, Pereira G, Belcaid Z, Hales RK, Voong KR, Battafarano RJ, Jobe BA, Yang SC, Broderick S, Ha J, Smith KN, Thompson E, Shaikh FY, White JR, Sears CL, Shin EJ, Amjad AI, Weksler B, Feliciano JL, Hu C, Lam VK, Anagnostou V. Abstract 3374: Circulating cell-free tumor DNA dynamics capture minimal residual disease with neoadjuvant immune checkpoint blockade plus chemoradiotherapy for patients with operable esophageal/gastroesophageal junction cancer. Cancer Res 2023. [DOI: 10.1158/1538-7445.am2023-3374] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/07/2023]
Abstract
Abstract
Introduction: There is a critical need to incorporate molecular assessments of minimal residual disease (MRD) during neoadjuvant immunotherapy, in order to identify individuals at high risk for disease recurrence based on analyses of circulating cell-free tumor DNA (ctDNA) landscapes. Here we employed longitudinal liquid biopsies to dynamically assess clinical outcomes with neoadjuvant immuno-chemoradiotherapy in patients with esophageal/gastroesophageal junction (E/GEJ) cancer.
Methods: We utilized targeted error-correction sequencing to perform high-depth ctDNA next-generation sequencing for 141 serial plasma and 32 matched white blood cell (WBC) DNA samples from 32 patients with operable stage II/III E/GEJ cancer that received neoadjuvant immune checkpoint blockade (ICB) with chemoradiotherapy prior to surgery (NCT03044613). ctDNA analyses were performed at baseline, post-ICB induction, after completion of chemoradiotherapy (pre-op), and post-operatively (post-op). Using a tumor-agnostic WBC DNA-informed panel NGS approach we determined the cellular origin of plasma variants, filtering out germline and clonal hematopoiesis (CH) variants and evaluated ctDNA clonal dynamics over time. Molecular MRD was evaluated post-ICB, pre-op and post-op and correlated with recurrence-free (RFS) and overall survival (OS).
Results: Twenty out of 32 patients had detectable ctDNA at any timepoint. Of the 12 patients with undetectable ctDNA, 9 had only CH- and/or germline-derived variants, while 3 patients had no detectable variants of any origin. ctDNA clearance post-ICB was correlated with tumor regression >80% at the time of resection (Fischer’s exact p=0.04). The subset of patients that did not attain complete pathologic response was heterogeneous with respect to ctDNA dynamics; such that ctDNA clearance pre-op identified patients with longer OS despite residual tumor of >0% at the time of resection (log rank p=0.06). Patients with undetectable ctDNA or ctDNA clearance pre-op had a longer RFS (log rank p=0.007) and OS (log rank p=0.03). Molecular MRD was associated with RFS and OS such that patients with ctDNA clearance post-op had longer RFS (log-rank p=0.007) and OS (log-rank p=0.017).
Conclusion: ctDNA clearance post-ICB, pre-op and post-op reflects differential clinical outcomes for patients with E/GEJ cancer receiving neoadjuvant immuno-chemoradiotherapy. Understanding ctDNA dynamics and their relationship with pathological response and long-term outcomes can help identify patients at higher risk for recurrence and open a therapeutic window for future intervention.
Citation Format: Blair V. Landon, Ronan J. Kelly, Ali H. Zaidi, Archana Balan, Jenna V. Canzoniero, Gavin Pereira, Zineb Belcaid, Russell K. Hales, K Ranh Voong, Richard J. Battafarano, Blair A. Jobe, Stephen C. Yang, Stephen Broderick, Jinny Ha, Kellie N. Smith, Elizabeth Thompson, Fyza Y. Shaikh, James R. White, Cynthia L. Sears, Eun J. Shin, Ali I. Amjad, Benny Weksler, Josephine L. Feliciano, Chen Hu, Vincent K. Lam, Valsamo Anagnostou. Circulating cell-free tumor DNA dynamics capture minimal residual disease with neoadjuvant immune checkpoint blockade plus chemoradiotherapy for patients with operable esophageal/gastroesophageal junction cancer [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2023; Part 1 (Regular and Invited Abstracts); 2023 Apr 14-19; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2023;83(7_Suppl):Abstract nr 3374.
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Affiliation(s)
| | | | - Ali H. Zaidi
- 3Allegheny Health Network Cancer Institute, Pittsburgh, PA
| | - Archana Balan
- 1Johns Hopkins University School of Medicine, Baltimore, MD
| | | | - Gavin Pereira
- 1Johns Hopkins University School of Medicine, Baltimore, MD
| | - Zineb Belcaid
- 1Johns Hopkins University School of Medicine, Baltimore, MD
| | | | - K Ranh Voong
- 1Johns Hopkins University School of Medicine, Baltimore, MD
| | | | - Blair A. Jobe
- 3Allegheny Health Network Cancer Institute, Pittsburgh, PA
| | | | | | - Jinny Ha
- 1Johns Hopkins University School of Medicine, Baltimore, MD
| | | | | | - Fyza Y. Shaikh
- 1Johns Hopkins University School of Medicine, Baltimore, MD
| | - James R. White
- 1Johns Hopkins University School of Medicine, Baltimore, MD
| | | | - Eun J. Shin
- 1Johns Hopkins University School of Medicine, Baltimore, MD
| | - Ali I. Amjad
- 3Allegheny Health Network Cancer Institute, Pittsburgh, PA
| | - Benny Weksler
- 3Allegheny Health Network Cancer Institute, Pittsburgh, PA
| | | | - Chen Hu
- 1Johns Hopkins University School of Medicine, Baltimore, MD
| | - Vincent K. Lam
- 1Johns Hopkins University School of Medicine, Baltimore, MD
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13
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Rosner S, Reuss JE, Zahurak M, Zhang J, Zeng Z, Taube J, Anagnostou V, Smith KN, Riemer J, Illei PB, Broderick SR, Jones DR, Topalian SL, Pardoll DM, Brahmer JR, Chaft JE, Forde PM. Five-Year Clinical Outcomes after Neoadjuvant Nivolumab in Resectable Non-Small Cell Lung Cancer. Clin Cancer Res 2023; 29:705-710. [PMID: 36794455 PMCID: PMC9932577 DOI: 10.1158/1078-0432.ccr-22-2994] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Revised: 10/27/2022] [Accepted: 12/19/2022] [Indexed: 02/16/2023]
Abstract
PURPOSE Neoadjuvant anti-PD-1 therapy has shown promise for resectable non-small cell lung cancer (NSCLC). We reported the first phase I/II trial of neoadjuvant nivolumab in resectable NSCLC, finding it to be safe and feasible with encouraging major pathological responses (MPR). We now present 5-year clinical outcomes from this trial, representing to our knowledge, the longest follow-up data for neoadjuvant anti-PD-1 in any cancer type. PATIENTS AND METHODS Two doses of nivolumab (3 mg/kg) were administered for 4 weeks before surgery to 21 patients with Stage I-IIIA NSCLC. 5-year recurrence-free survival (RFS), overall survival (OS), and associations with MPR and PD-L1, were evaluated. RESULTS With a median follow-up of 63 months, 5-year RFS and OS rates were 60% and 80%, respectively. The presence of MPR and pre-treatment tumor PD-L1 positivity (TPS ≥1%) each trended toward favorable RFS; HR, 0.61 [95% confidence interval (CI), 0.15-2.44] and HR, 0.36 (95% CI, 0.07-1.85), respectively. At 5-year follow-up, 8 of 9 (89%) patients with MPR were alive and disease-free. There were no cancer-related deaths among patients with MPR. In contrast, 6/11 patients without MPR experienced tumor relapse, and 3 died. CONCLUSIONS Five-year clinical outcomes for neoadjuvant nivolumab in resectable NSCLC compare favorably with historical outcomes. MPR and PD-L1 positivity trended toward improved RFS, though definitive conclusions are limited by cohort size.
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Affiliation(s)
- Samuel Rosner
- Department of Oncology, Johns Hopkins Sidney Kimmel Comprehensive Cancer Center, Baltimore, Maryland
| | - Joshua E. Reuss
- Department of Oncology, Johns Hopkins Sidney Kimmel Comprehensive Cancer Center, Baltimore, Maryland
- Department of Oncology, Georgetown Lombardi Comprehensive Cancer Center, Washington, DC
| | - Marianna Zahurak
- Department of Oncology, Johns Hopkins Sidney Kimmel Comprehensive Cancer Center, Baltimore, Maryland
| | - Jiajia Zhang
- The Bloomberg–Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, Maryland
| | - Zhen Zeng
- The Bloomberg–Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, Maryland
| | - Janis Taube
- Department of Pathology, Johns Hopkins Sidney Kimmel Comprehensive Cancer Center, Baltimore, Maryland
| | - Valsamo Anagnostou
- Department of Oncology, Johns Hopkins Sidney Kimmel Comprehensive Cancer Center, Baltimore, Maryland
- The Bloomberg–Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, Maryland
| | - Kellie N. Smith
- The Bloomberg–Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, Maryland
| | - Joanne Riemer
- Department of Oncology, Johns Hopkins Sidney Kimmel Comprehensive Cancer Center, Baltimore, Maryland
| | - Peter B. Illei
- Department of Pathology, Johns Hopkins Sidney Kimmel Comprehensive Cancer Center, Baltimore, Maryland
| | - Stephen R. Broderick
- Department of Oncology, Johns Hopkins Sidney Kimmel Comprehensive Cancer Center, Baltimore, Maryland
| | - David R. Jones
- Thoracic Oncology Service, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Suzanne L. Topalian
- The Bloomberg–Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, Maryland
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Drew M. Pardoll
- The Bloomberg–Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, Maryland
| | - Julie R. Brahmer
- Department of Oncology, Johns Hopkins Sidney Kimmel Comprehensive Cancer Center, Baltimore, Maryland
- The Bloomberg–Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, Maryland
| | - Jamie E. Chaft
- Thoracic Oncology Service, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Patrick M. Forde
- Department of Oncology, Johns Hopkins Sidney Kimmel Comprehensive Cancer Center, Baltimore, Maryland
- The Bloomberg–Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, Maryland
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14
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Niknafs N, Balan A, Cherry C, Hummelink K, Monkhorst K, Shao XM, Belcaid Z, Marrone KA, Murray J, Smith KN, Levy B, Feliciano J, Hann CL, Lam V, Pardoll DM, Karchin R, Seiwert TY, Brahmer JR, Forde PM, Velculescu VE, Anagnostou V. Persistent mutation burden drives sustained anti-tumor immune responses. Nat Med 2023; 29:440-449. [PMID: 36702947 PMCID: PMC9941047 DOI: 10.1038/s41591-022-02163-w] [Citation(s) in RCA: 27] [Impact Index Per Article: 27.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2021] [Accepted: 11/30/2022] [Indexed: 01/27/2023]
Abstract
Tumor mutation burden is an imperfect proxy of tumor foreignness and has therefore failed to consistently demonstrate clinical utility in predicting responses in the context of immunotherapy. We evaluated mutations in regions of the genome that are unlikely to undergo loss in a pan-cancer analysis across 31 tumor types (n = 9,242) and eight immunotherapy-treated cohorts of patients with non-small-cell lung cancer, melanoma, mesothelioma, and head and neck cancer (n = 524). We discovered that mutations in single-copy regions and those present in multiple copies per cell constitute a persistent tumor mutation burden (pTMB) which is linked with therapeutic response to immune checkpoint blockade. Persistent mutations were retained in the context of tumor evolution under selective pressure of immunotherapy and tumors with a high pTMB content were characterized by a more inflamed tumor microenvironment. pTMB imposes an evolutionary bottleneck that cancer cells cannot overcome and may thus drive sustained immunologic tumor control in the context of immunotherapy.
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Affiliation(s)
- Noushin Niknafs
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Archana Balan
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Christopher Cherry
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | | | - Kim Monkhorst
- Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Xiaoshan M Shao
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Zineb Belcaid
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Kristen A Marrone
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Joseph Murray
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Kellie N Smith
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Benjamin Levy
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Josephine Feliciano
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Christine L Hann
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Vincent Lam
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Drew M Pardoll
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Rachel Karchin
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Institute for Computational Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Tanguy Y Seiwert
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Julie R Brahmer
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Patrick M Forde
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Victor E Velculescu
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Valsamo Anagnostou
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
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15
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Dykema AG, Zhang J, Zhang B, Li T, Caushi JX, Cheung LS, Ji H, Ji Z, Smith KN, Pardoll DM. Abstract 595: Distinct tumor infiltrating Treg lineages are associated with response to anti-PD1 checkpoint blockade in NSCLC. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-595] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Immune-checkpoint blockade (ICB) has proved a major success, especially in highly mutated tumors such as lung cancer. Nevertheless, not all patients respond to ICB. It is possible that regulatory T cells (Tregs) play a role in this lack of response by suppressing tumor-reactive cytotoxic T cells, however the specific mechanisms that lead to this suppression remain elusive. It is therefore necessary to understand the functional programming and suppressive nature of Treg subsets in the tumor microenvironment to define targetable molecules for future biomarker-driven therapeutics. In this study we performed single cell RNA-sequencing on T cells isolated from resected tissue and peripheral blood from 15 neoadjuvant nivolumab (anti-PD1)-treated and 10 untreated non-small cell lung cancer (NSCLC) patients. We identified and analyzed 71,251 CD4+ FoxP3+ Tregs. Refined clustering was performed, and we used pseudotime and differential gene analyses to understand the transcriptional relationship between clusters and patient groups. With our highly refined clustering approach, we identified 8 separate Treg clusters that reflect differing functionalities within the tumor microenvironment. We demonstrate distinct Treg subsets that diverge towards either an activated state, expressing members of the tumor necrosis factor receptor (TNFR) superfamily: OX40, 41BB, GITR, or a resting state. Patients who respond to ICI have a decreased activated Treg score and demonstrate RNA velocity trajectory from activated Tregs towards more in-active and resting populations. Untreated patients conversely show a high activated Treg score with RNA velocity demonstrating activated Tregs are a terminal differentiation state. We hypothesize that ICI treatment pushes Tregs away from an activated phenotype towards more quiescent and that the efficiency of this transition may predict response to ICI. We plan to stimulate receptors associated with non-response using TNFR agonist ligands and hypothesize that their induced signaling will result in transcriptional program changes altering the suppressive ability of Tregs. In addition, we show that Tregs who experience antigen within the tumor microenvironment are more suppressive than bystander Tregs that home to the tumor without antigen stimulation. Together, this study provides an in-depth look at the Treg-derived suppressive mechanisms governing their function in the TME of anti-PD-1-treated vs. untreated tumors. This in-depth analysis of tumor Tregs has identified specific targetable biomarkers which could be used to improve ICB response while mitigating off-target immune adverse events by specifically inhibiting a small subset of Tregs without disturbing systemic immune homeostasis.
Citation Format: Arbor G. Dykema, Jiajia Zhang, Boyang Zhang, Taibo Li, Justina X. Caushi, Laurene S. Cheung, Hongkai Ji, Zhicheng Ji, Kellie N. Smith, Drew M. Pardoll. Distinct tumor infiltrating Treg lineages are associated with response to anti-PD1 checkpoint blockade in NSCLC [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 595.
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16
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Shaikh FY, White JR, Kelly RJ, Zaidi AH, Canzoniero JV, Feliciano JL, Hales RK, Voong KR, Battafarano RJ, Jobe BA, Yang SC, Broderick S, Ha J, Smith KN, Thompson E, Shin EJ, Amjad AI, Guerrieri P, Weksler B, Hu C, Anagnostou V, Lam VK, Sears CL. Abstract 1973: Patients with operable esophageal cancer and improved responses to combined chemoradiotherapy and immunotherapy display distinct microbiome profiles enriched in multiple Bacteroides species. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-1973] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Preclinical and clinical data indicate that neoadjuvant chemoradiotherapy (CRT) may prime an anti-tumor immunological response in esophageal cancer driven by intratumoral CD8+ T cells and PD-L1 expression. LAG-3 is also highly expressed in esophagogastric cancers. The microbiome, a novel and potentially modifiable, biomarker of IO response, has not yet been examined in the neoadjuvant setting in esophageal cancer and is the goal of our study.
Methods: Fecal samples were collected from patients with stage II/III esophageal or gastroesophageal junction carcinoma eligible for curative resection treated with the standard of care regimen of carboplatin paclitaxel (50mg/m2), radiation 50.4 Gy in 28 fractions and an Ivor-Lewis esophagectomy 6-10 weeks after last CRT and immunotherapy (IO) dose. Patients on arm A (n=11) received 2 cycles of induction with nivolumab plus 3 additional cycles on week 1, 3 and 5 of CRT. Patients on arm B (n=8) received nivolumab plus relatlimab on the same schedule (Clinical trial: NCT03044613). We examined longitudinal fecal samples from n=19 patients across both arms (n=90 samples) using 16S rRNA amplicon sequencing. Patients were classified based on pathological response: complete response (CR) and grades 1, 2, and 3 (G1, G2, G3) with increasing residual tumor visible in the resected specimen. Sequencing data was trimmed and filtered for contaminants, followed by high-resolution taxonomic assignment and normalization of reads across all samples. Analysis was performed using multiple metrics for alpha diversity and beta-diversity, with principal coordinates analysis/PERMANOVA, and pathway analysis using Phylogenetic Investigation of Communities by Reconstruction of Unobserved States (PICRUSt).
Results: Patients with improved response in the neoadjuvant setting (CR/G1 vs G2/G3) grouped in distinct clusters using Bray-Curtis (p < 0.001). Patients with CR had higher alpha diversity, using both measures of richness and evenness, compared to patients with a G3 responses (p < 0.03). Specifically, family Bacteroidaceae and genus Bacteroides were enriched in patients with CR vs G3 (p < 0.02). At the species level, B. finegoldii, B. ovatus, and B. uniformis were enriched in patients with CR vs G3 (p < 0.02). In contrast, genus Klebsiella and Clostridium termitidis were enriched in patients with a poor response, G3 (p <0.001, both). Pathway analysis found two metabolic pathways enriched in patients with CR: secondary bile acid biosynthesis (p=0.005) and lysine biosynthesis (p=0.02).
Conclusions: Patients with operable esophageal cancer and improved responses to combined CRT and IO had distinct microbiome profiles enriched in multiple Bacteroides species. Further analyses and validation efforts are underway to confirm metabolomic pathways.
Citation Format: Fyza Y. Shaikh, James R. White, Ronan J. Kelly, Ali H. Zaidi, Jenna V. Canzoniero, Josephine L. Feliciano, Russell K. Hales, K Ranh Voong, Richard J. Battafarano, Blair A. Jobe, Stephen C. Yang, Stephen Broderick, Jinny Ha, Kellie N. Smith, Elizabeth Thompson, Eun J. Shin, Ali I. Amjad, Patrizia Guerrieri, Benny Weksler, Chen Hu, Valsamo Anagnostou, Vincent K. Lam, Cynthia L. Sears. Patients with operable esophageal cancer and improved responses to combined chemoradiotherapy and immunotherapy display distinct microbiome profiles enriched in multiple Bacteroides species [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 1973.
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Affiliation(s)
| | | | | | | | | | | | | | - K Ranh Voong
- 1Johns Hopkins School of Medicine, Baltimore, MD
| | | | | | | | | | - Jinny Ha
- 1Johns Hopkins School of Medicine, Baltimore, MD
| | | | | | - Eun J. Shin
- 1Johns Hopkins School of Medicine, Baltimore, MD
| | | | | | | | - Chen Hu
- 1Johns Hopkins School of Medicine, Baltimore, MD
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17
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Abstract
Metastatic ovarian cancer is a significant clinical challenge due in part to its poor response to immunotherapy. In a recent issue of Cancer Cell, Anandon et al. (2022) identify a population of stem-like tissue-resident memory T cells that are responsible for the bulk of anti-tumor T cell immunity, with insights into improving therapeutic response.
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Affiliation(s)
- Kellie N Smith
- Bloomberg∼Kimmel Institute for Cancer Immunotherapy, Johns Hopkins School of Medicine, Baltimore, MD, USA; Sydney Kimmel Comprehensive Cancer Center, Johns Hopkins School of Medicine, Baltimore, MD, USA.
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18
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Schad SE, Chow A, Mangarin L, Pan H, Zhang J, Ceglia N, Caushi JX, Malandro N, Zappasodi R, Gigoux M, Hirschhorn D, Budhu S, Amisaki M, Arniella M, Redmond D, Chaft J, Forde PM, Gainor JF, Hellmann MD, Balachandran V, Shah S, Smith KN, Pardoll D, Elemento O, Wolchok JD, Merghoub T. Tumor-induced double positive T cells display distinct lineage commitment mechanisms and functions. J Exp Med 2022; 219:e20212169. [PMID: 35604411 PMCID: PMC9130031 DOI: 10.1084/jem.20212169] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2021] [Revised: 01/04/2022] [Accepted: 03/08/2022] [Indexed: 11/04/2022] Open
Abstract
Transcription factors ThPOK and Runx3 regulate the differentiation of "helper" CD4+ and "cytotoxic" CD8+ T cell lineages respectively, inducing single positive (SP) T cells that enter the periphery with the expression of either the CD4 or CD8 co-receptor. Despite the expectation that these cell fates are mutually exclusive and that mature CD4+CD8+ double positive (DP) T cells are present in healthy individuals and augmented in the context of disease, yet their molecular features and pathophysiologic role are disputed. Here, we show DP T cells in murine and human tumors as a heterogenous population originating from SP T cells which re-express the opposite co-receptor and acquire features of the opposite cell type's phenotype and function following TCR stimulation. We identified distinct clonally expanded DP T cells in human melanoma and lung cancer by scRNA sequencing and demonstrated their tumor reactivity in cytotoxicity assays. Our findings indicate that antigen stimulation induces SP T cells to differentiate into DP T cell subsets gaining in polyfunctional characteristics.
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Affiliation(s)
- Sara E. Schad
- Swim Across America and Ludwig Collaborative Laboratory, Immunology Program, Parker Institute for Cancer Immunotherapy at Memorial Sloan Kettering Cancer Center, New York, NY
- Weill Cornell Medical College, New York, NY
| | - Andrew Chow
- Swim Across America and Ludwig Collaborative Laboratory, Immunology Program, Parker Institute for Cancer Immunotherapy at Memorial Sloan Kettering Cancer Center, New York, NY
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Levi Mangarin
- Swim Across America and Ludwig Collaborative Laboratory, Immunology Program, Parker Institute for Cancer Immunotherapy at Memorial Sloan Kettering Cancer Center, New York, NY
| | - Heng Pan
- Weill Cornell Medical College, New York, NY
- Caryl and Israel Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY
| | - Jiajia Zhang
- John Hopkins University School of Medicine, Baltimore, MD
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at John Hopkins, Baltimore, MD
| | - Nicholas Ceglia
- Computational Oncology, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Justina X. Caushi
- John Hopkins University School of Medicine, Baltimore, MD
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at John Hopkins, Baltimore, MD
| | - Nicole Malandro
- Swim Across America and Ludwig Collaborative Laboratory, Immunology Program, Parker Institute for Cancer Immunotherapy at Memorial Sloan Kettering Cancer Center, New York, NY
- Weill Cornell Medical College, New York, NY
| | - Roberta Zappasodi
- Swim Across America and Ludwig Collaborative Laboratory, Immunology Program, Parker Institute for Cancer Immunotherapy at Memorial Sloan Kettering Cancer Center, New York, NY
- Weill Cornell Medical College, New York, NY
| | - Mathieu Gigoux
- Swim Across America and Ludwig Collaborative Laboratory, Immunology Program, Parker Institute for Cancer Immunotherapy at Memorial Sloan Kettering Cancer Center, New York, NY
| | - Daniel Hirschhorn
- Swim Across America and Ludwig Collaborative Laboratory, Immunology Program, Parker Institute for Cancer Immunotherapy at Memorial Sloan Kettering Cancer Center, New York, NY
| | - Sadna Budhu
- Swim Across America and Ludwig Collaborative Laboratory, Immunology Program, Parker Institute for Cancer Immunotherapy at Memorial Sloan Kettering Cancer Center, New York, NY
| | - Masataka Amisaki
- Parker Institute for Cancer Immunotherapy, Memorial Sloan Kettering Cancer Center, New York, NY
| | | | | | - Jamie Chaft
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Patrick M. Forde
- John Hopkins University School of Medicine, Baltimore, MD
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at John Hopkins, Baltimore, MD
| | - Justin F. Gainor
- Department of Medicine, Massachusetts General Hospital, Boston, MA
| | - Matthew D. Hellmann
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Vinod Balachandran
- Swim Across America and Ludwig Collaborative Laboratory, Immunology Program, Parker Institute for Cancer Immunotherapy at Memorial Sloan Kettering Cancer Center, New York, NY
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
- Parker Institute for Cancer Immunotherapy, Memorial Sloan Kettering Cancer Center, New York, NY
- Hepatopancreatobiliary Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Sohrab Shah
- Computational Oncology, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Kellie N. Smith
- John Hopkins University School of Medicine, Baltimore, MD
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at John Hopkins, Baltimore, MD
| | - Drew Pardoll
- John Hopkins University School of Medicine, Baltimore, MD
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at John Hopkins, Baltimore, MD
| | - Olivier Elemento
- Weill Cornell Medical College, New York, NY
- Caryl and Israel Englander Institute for Precision Medicine, Weill Cornell Medicine, New York, NY
| | - Jedd D. Wolchok
- Swim Across America and Ludwig Collaborative Laboratory, Immunology Program, Parker Institute for Cancer Immunotherapy at Memorial Sloan Kettering Cancer Center, New York, NY
- Weill Cornell Medical College, New York, NY
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
- Human Oncology Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Taha Merghoub
- Swim Across America and Ludwig Collaborative Laboratory, Immunology Program, Parker Institute for Cancer Immunotherapy at Memorial Sloan Kettering Cancer Center, New York, NY
- Weill Cornell Medical College, New York, NY
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
- Human Oncology Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY
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19
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Dykema AG, Zhang B, Woldemeskel BA, Garliss CC, Rashid R, Westlake T, Zhang L, Zhang J, Cheung LS, Caushi JX, Pardoll DM, Cox AL, Ji H, Smith KN, Blankson JN. SARS-CoV-2 vaccination diversifies the CD4+ spike-reactive T cell repertoire in patients with prior SARS-CoV-2 infection. EBioMedicine 2022; 80:104048. [PMID: 35533495 PMCID: PMC9073272 DOI: 10.1016/j.ebiom.2022.104048] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2021] [Revised: 04/21/2022] [Accepted: 04/22/2022] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND COVID-19 mRNA vaccines elicit strong T and B cell responses to the SARS-CoV-2 spike glycoprotein in both SARS-CoV-2 naïve and experienced patients. However, it is unknown whether the post-vaccine CD4+ T cell responses seen in patients with a history of COVID-19 are due to restimulation of T cell clonotypes that were first activated during natural infection or if they are the result of new clones activated by the vaccine. METHODS To address this question, we analyzed the SARS-CoV-2 spike glycoprotein-specific CD4+ T cell receptor repertoire before and after vaccination in 10 COVID-19 convalescent patients and 4 SARS-CoV-2 naïve healthy donor vaccine recipients. We used the viral Functional Expansion of Specific T cells (ViraFEST) assay to quantitatively identify specific SARS-CoV-2 and common cold coronavirus CD4+ T cell clonotypes post COVID-19 disease resolution and post mRNA SARS-CoV-2 vaccination. FINDINGS We found that while some preexisting T cell receptor clonotypes persisted, the post-vaccine repertoire consisted mainly of vaccine-induced clones and was largely distinct from the repertoire induced by natural infection. Vaccination-induced clones led to an overall maintenance of the total number of SARS-CoV-2 reactive clonotypes over time through expansion of novel clonotypes only stimulated through vaccination. Additionally, we demonstrated that the vaccine preferentially induces T cells that are only specific for SARS-CoV-2 antigens, rather than T cells that cross-recognize SARS-CoV-2/common cold coronaviruses. INTERPRETATION These data demonstrate that SARS-CoV-2 vaccination in patients with prior SARS-CoV-2 infection induces a new antigen-specific repertoire and sheds light on the differential immune responses induced by vaccination versus natural infection. FUNDING Bloomberg∼Kimmel Institute for Cancer Immunotherapy, The Johns Hopkins University, The Bill and Melinda Gates Foundation, NCI U54CA260492, NIH.
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Affiliation(s)
- Arbor G Dykema
- Bloomberg∼Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA; Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Boyang Zhang
- Department of Biostatistics, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Bezawit A Woldemeskel
- Department of Medicine, School of Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Caroline C Garliss
- Department of Medicine, School of Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Rufiaat Rashid
- Bloomberg∼Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA; Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Timothy Westlake
- Bloomberg∼Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA; Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Li Zhang
- Bloomberg∼Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA; Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Jiajia Zhang
- Bloomberg∼Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA; Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Laurene S Cheung
- Bloomberg∼Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA; Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Justina X Caushi
- Bloomberg∼Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA; Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Drew M Pardoll
- Bloomberg∼Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA; Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Andrea L Cox
- Bloomberg∼Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA; Department of Medicine, School of Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Hongkai Ji
- Department of Biostatistics, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Kellie N Smith
- Bloomberg∼Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA; Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA.
| | - Joel N Blankson
- Department of Medicine, School of Medicine, Johns Hopkins University, Baltimore, MD, USA.
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20
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Hwang M, Canzoniero JV, Rosner S, Zhang G, White JR, Belcaid Z, Cherry C, Balan A, Pereira G, Curry A, Niknafs N, Zhang J, Smith KN, Sivapalan L, Chaft JE, Reuss JE, Marrone K, Murray JC, Li QK, Lam V, Levy BP, Hann C, Velculescu VE, Brahmer JR, Forde PM, Seiwert T, Anagnostou V. Peripheral blood immune cell dynamics reflect antitumor immune responses and predict clinical response to immunotherapy. J Immunother Cancer 2022; 10:e004688. [PMID: 35688557 PMCID: PMC9189831 DOI: 10.1136/jitc-2022-004688] [Citation(s) in RCA: 32] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/09/2022] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Despite treatment advancements with immunotherapy, our understanding of response relies on tissue-based, static tumor features such as tumor mutation burden (TMB) and programmed death-ligand 1 (PD-L1) expression. These approaches are limited in capturing the plasticity of tumor-immune system interactions under selective pressure of immune checkpoint blockade and predicting therapeutic response and long-term outcomes. Here, we investigate the relationship between serial assessment of peripheral blood cell counts and tumor burden dynamics in the context of an evolving tumor ecosystem during immune checkpoint blockade. METHODS Using machine learning, we integrated dynamics in peripheral blood immune cell subsets, including neutrophil-lymphocyte ratio (NLR), from 239 patients with metastatic non-small cell lung cancer (NSCLC) and predicted clinical outcome with immune checkpoint blockade. We then sought to interpret NLR dynamics in the context of transcriptomic and T cell repertoire trajectories for 26 patients with early stage NSCLC who received neoadjuvant immune checkpoint blockade. We further determined the relationship between NLR dynamics, pathologic response and circulating tumor DNA (ctDNA) clearance. RESULTS Integrated dynamics of peripheral blood cell counts, predominantly NLR dynamics and changes in eosinophil levels, predicted clinical outcome, outperforming both TMB and PD-L1 expression. As early changes in NLR were a key predictor of response, we linked NLR dynamics with serial RNA sequencing deconvolution and T cell receptor sequencing to investigate differential tumor microenvironment reshaping during therapy for patients with reduction in peripheral NLR. Reductions in NLR were associated with induction of interferon-γ responses driving the expression of antigen presentation and proinflammatory gene sets coupled with reshaping of the intratumoral T cell repertoire. In addition, NLR dynamics reflected tumor regression assessed by pathological responses and complemented ctDNA kinetics in predicting long-term outcome. Elevated peripheral eosinophil levels during immune checkpoint blockade were correlated with therapeutic response in both metastatic and early stage cohorts. CONCLUSIONS Our findings suggest that early dynamics in peripheral blood immune cell subsets reflect changes in the tumor microenvironment and capture antitumor immune responses, ultimately reflecting clinical outcomes with immune checkpoint blockade.
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Affiliation(s)
- Michael Hwang
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Jenna Vanliere Canzoniero
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Samuel Rosner
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Guangfan Zhang
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - James R White
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Zineb Belcaid
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Christopher Cherry
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Archana Balan
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Gavin Pereira
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Alexandria Curry
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Noushin Niknafs
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Jiajia Zhang
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Kellie N Smith
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Lavanya Sivapalan
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Jamie E Chaft
- Thoracic Oncology Service, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Joshua E Reuss
- Georgetown Lombardi Comprehensive Cancer Center, Washington, DC, USA
| | - Kristen Marrone
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Joseph C Murray
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Qing Kay Li
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Vincent Lam
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Benjamin P Levy
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Christine Hann
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Victor E Velculescu
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Julie R Brahmer
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Patrick M Forde
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Tanguy Seiwert
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Valsamo Anagnostou
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, MD, USA
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21
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Woldemeskel BA, Dykema AG, Garliss CC, Cherfils S, Smith KN, Blankson JN. CD4+ T-cells from COVID-19 mRNA vaccine recipients recognize a conserved epitope present in diverse coronaviruses. J Clin Invest 2022; 132:156083. [PMID: 35061630 PMCID: PMC8884904 DOI: 10.1172/jci156083] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2021] [Accepted: 01/19/2022] [Indexed: 11/28/2022] Open
Abstract
Recent studies have shown that vaccinated individuals harbor T cells that can cross-recognize SARS-CoV-2 and endemic human common cold coronaviruses. However, it is still unknown whether CD4+ T cells from vaccinated individuals recognize peptides from bat coronaviruses that may have the potential of causing future pandemics. In this study, we identified a SARS-CoV-2 spike protein epitope (S815-827) that is conserved in coronaviruses from different genera and subgenera, including SARS-CoV, MERS-CoV, multiple bat coronaviruses, and a feline coronavirus. Our results showed that S815-827 was recognized by 42% of vaccinated participants in our study who received the Pfizer-BioNTech (BNT162b2) or Moderna (mRNA-1273) COVID-19 vaccines. Using T cell expansion and T cell receptor sequencing assays, we demonstrated that S815-827-reactive CD4+ T cells from the majority of responders cross-recognized homologous peptides from at least 6 other diverse coronaviruses. Our results support the hypothesis that the current mRNA vaccines elicit T cell responses that can cross-recognize bat coronaviruses and thus might induce some protection against potential zoonotic outbreaks. Furthermore, our data provide important insights that inform the development of T cell–based pan-coronavirus vaccine strategies.
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Affiliation(s)
| | - Arbor G. Dykema
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins Medicine, Baltimore, Maryland, USA
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, Maryland, USA
| | | | | | - Kellie N. Smith
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins Medicine, Baltimore, Maryland, USA
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, Maryland, USA
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22
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Cottrell T, Zhang J, Zhang B, Kaunitz GJ, Burman P, Chan HY, Verde F, Hooper JE, Hammers H, Allaf ME, Ji H, Taube J, Smith KN. Evaluating T-cell cross-reactivity between tumors and immune-related adverse events with TCR sequencing: pitfalls in interpretations of functional relevance. J Immunother Cancer 2021; 9:jitc-2021-002642. [PMID: 34230111 PMCID: PMC8261872 DOI: 10.1136/jitc-2021-002642] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/02/2021] [Indexed: 12/17/2022] Open
Abstract
T-cell receptor sequencing (TCRseq) enables tracking of T-cell clonotypes recognizing the same antigen over time and across biological compartments. TCRseq has been used to test if cross-reactive antitumor T cells are responsible for development of immune-related adverse events (irAEs) following immune checkpoint blockade. Prior studies have interpreted T-cell clones shared among the tumor and irAE as evidence supporting this, but interpretations of these findings are challenging, given the constraints of TCRseq. Here we capitalize on a rare opportunity to understand the impact of potential confounders, such as sample size, tissue compartment, and collection batch/timepoint, on the relative proportion of shared T-cell clones between an irAE and tumor specimens. TCRseq was performed on tumor-involved and -uninvolved tissues, including an irAE, that were obtained throughout disease progression and at the time of rapid autopsy from a patient with renal cell carcinoma treated with programmed death-1 (PD-1) blockade. Our analyses show significant effects of these confounders on our ability to understand T-cell receptor overlap, and we present mitigation strategies and study design recommendations to reduce these errors. Implementation of these strategies will enable more rigorous TCRseq-based studies of immune responses in human tissues, particularly as they relate to antitumor T-cell cross-reactivity in irAEs following checkpoint blockade.
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Affiliation(s)
- Tricia Cottrell
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.,Bloomberg~Kimmel Institute for Cancer Immunotherapy, Baltimore, MD, USA.,Queen's Cancer Research Institute at Queens University, Kingston, Ontario, Canada
| | - Jiajia Zhang
- Bloomberg~Kimmel Institute for Cancer Immunotherapy, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Baltimore, Maryland, USA.,Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Boyang Zhang
- Department of Biostatistics, Johns Hopkins University, Baltimore, Maryland, USA
| | - Genevieve J Kaunitz
- Department of Dermatology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Poromendro Burman
- Bloomberg~Kimmel Institute for Cancer Immunotherapy, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Baltimore, Maryland, USA.,Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Hok-Yee Chan
- Bloomberg~Kimmel Institute for Cancer Immunotherapy, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Baltimore, Maryland, USA.,Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Franco Verde
- Department of Radiology, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Jody E Hooper
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Hans Hammers
- Sidney Kimmel Comprehensive Cancer Center, Baltimore, Maryland, USA.,Harold C. Simmons Comprehensive Cancer Center, Dallas, TX, USA
| | - Mohamad E Allaf
- Bloomberg~Kimmel Institute for Cancer Immunotherapy, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Baltimore, Maryland, USA
| | - Hongkai Ji
- Department of Biostatistics, Johns Hopkins University, Baltimore, Maryland, USA
| | - Janis Taube
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.,Bloomberg~Kimmel Institute for Cancer Immunotherapy, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Baltimore, Maryland, USA.,The Mark Foundation Center for Advanced Genomics and Imaging, Baltimore, MD, USA
| | - Kellie N Smith
- Bloomberg~Kimmel Institute for Cancer Immunotherapy, Baltimore, MD, USA .,Sidney Kimmel Comprehensive Cancer Center, Baltimore, Maryland, USA.,Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA.,The Mark Foundation Center for Advanced Genomics and Imaging, Baltimore, MD, USA
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23
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Dykema AG, Zhang B, Woldemeskel BA, Garliss CC, Cheung LS, Choudhury D, Zhang J, Aparicio L, Bom S, Rashid R, Caushi JX, Hsiue EHC, Cascino K, Thompson EA, Kwaa AK, Singh D, Thapa S, Ordonez AA, Pekosz A, D'Alessio FR, Powell JD, Yegnasubramanian S, Zhou S, Pardoll DM, Ji H, Cox AL, Blankson JN, Smith KN. Functional characterization of CD4+ T cell receptors crossreactive for SARS-CoV-2 and endemic coronaviruses. J Clin Invest 2021; 131:146922. [PMID: 33830946 DOI: 10.1172/jci146922] [Citation(s) in RCA: 57] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2020] [Accepted: 04/07/2021] [Indexed: 12/13/2022] Open
Abstract
BACKGROUNDRecent studies have reported T cell immunity to the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) in unexposed donors, possibly due to crossrecognition by T cells specific for common cold coronaviruses (CCCs). True T cell crossreactivity, defined as the recognition by a single TCR of more than one distinct peptide-MHC ligand, has never been shown in the context of SARS-CoV-2.METHODSWe used the viral functional expansion of specific T cells (ViraFEST) platform to identify T cell responses crossreactive for the spike (S) glycoproteins of SARS-CoV-2 and CCCs at the T cell receptor (TCR) clonotype level in convalescent COVID-19 patients (CCPs) and SARS-CoV-2-unexposed donors. Confirmation of SARS-CoV-2/CCC crossreactivity and assessments of functional avidity were performed using a TCR cloning and transfection system.RESULTSMemory CD4+ T cell clonotypes that crossrecognized the S proteins of SARS-CoV-2 and at least one other CCC were detected in 65% of CCPs and unexposed donors. Several of these TCRs were shared among multiple donors. Crossreactive T cells demonstrated significantly impaired SARS-CoV-2-specific proliferation in vitro relative to monospecific CD4+ T cells, which was consistent with lower functional avidity of their TCRs for SARS-CoV-2 relative to CCC.CONCLUSIONSOur data confirm, for what we believe is the first time, the existence of unique memory CD4+ T cell clonotypes crossrecognizing SARS-CoV-2 and CCCs. The lower avidity of crossreactive TCRs for SARS-CoV-2 may be the result of antigenic imprinting, such that preexisting CCC-specific memory T cells have reduced expansive capacity upon SARS-CoV-2 infection. Further studies are needed to determine how these crossreactive T cell responses affect clinical outcomes in COVID-19 patients.FUNDINGNIH funding (U54CA260492, P30CA006973, P41EB028239, R01AI153349, R01AI145435-A1, R21AI149760, and U19A1088791) was provided by the National Institute of Allergy and Infectious Diseases, the National Cancer Institute, and the National Institute of Biomedical Imaging and Bioengineering. The Bloomberg~Kimmel Institute for Cancer Immunotherapy, The Johns Hopkins University Provost, and The Bill and Melinda Gates Foundation provided funding for this study.
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Affiliation(s)
- Arbor G Dykema
- Bloomberg~Kimmel Institute for Cancer Immunotherapy.,Sidney Kimmel Comprehensive Cancer Center
| | - Boyang Zhang
- Department of Biostatistics, School of Public Health
| | | | | | - Laurene S Cheung
- Bloomberg~Kimmel Institute for Cancer Immunotherapy.,Sidney Kimmel Comprehensive Cancer Center
| | - Dilshad Choudhury
- Bloomberg~Kimmel Institute for Cancer Immunotherapy.,Sidney Kimmel Comprehensive Cancer Center
| | - Jiajia Zhang
- Bloomberg~Kimmel Institute for Cancer Immunotherapy.,Sidney Kimmel Comprehensive Cancer Center
| | - Luis Aparicio
- Bloomberg~Kimmel Institute for Cancer Immunotherapy.,Sidney Kimmel Comprehensive Cancer Center
| | - Sadhana Bom
- Bloomberg~Kimmel Institute for Cancer Immunotherapy.,Sidney Kimmel Comprehensive Cancer Center
| | - Rufiaat Rashid
- Bloomberg~Kimmel Institute for Cancer Immunotherapy.,Sidney Kimmel Comprehensive Cancer Center
| | - Justina X Caushi
- Bloomberg~Kimmel Institute for Cancer Immunotherapy.,Sidney Kimmel Comprehensive Cancer Center
| | - Emily Han-Chung Hsiue
- Sidney Kimmel Comprehensive Cancer Center.,Ludwig Center, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, Maryland, USA.,Howard Hughes Medical Institute, Chevy Chase, Maryland, USA.,Lustgarten Pancreatic Cancer Research Laboratory, Sidney Kimmel Comprehensive Cancer Center
| | | | - Elizabeth A Thompson
- Bloomberg~Kimmel Institute for Cancer Immunotherapy.,Sidney Kimmel Comprehensive Cancer Center
| | | | - Dipika Singh
- Bloomberg~Kimmel Institute for Cancer Immunotherapy.,Sidney Kimmel Comprehensive Cancer Center
| | - Sampriti Thapa
- Bloomberg~Kimmel Institute for Cancer Immunotherapy.,Sidney Kimmel Comprehensive Cancer Center
| | | | - Andrew Pekosz
- Department of Molecular Microbiology and Immunology, School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA
| | | | - Jonathan D Powell
- Bloomberg~Kimmel Institute for Cancer Immunotherapy.,Sidney Kimmel Comprehensive Cancer Center
| | | | - Shibin Zhou
- Sidney Kimmel Comprehensive Cancer Center.,Ludwig Center, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, Maryland, USA.,Howard Hughes Medical Institute, Chevy Chase, Maryland, USA.,Lustgarten Pancreatic Cancer Research Laboratory, Sidney Kimmel Comprehensive Cancer Center
| | - Drew M Pardoll
- Bloomberg~Kimmel Institute for Cancer Immunotherapy.,Sidney Kimmel Comprehensive Cancer Center
| | - Hongkai Ji
- Department of Biostatistics, School of Public Health
| | - Andrea L Cox
- Bloomberg~Kimmel Institute for Cancer Immunotherapy.,Department of Medicine, School of Medicine, and
| | | | - Kellie N Smith
- Bloomberg~Kimmel Institute for Cancer Immunotherapy.,Sidney Kimmel Comprehensive Cancer Center
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24
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Reuss JE, Anagnostou V, Cottrell TR, Smith KN, Verde F, Zahurak M, Lanis M, Murray JC, Chan HY, McCarthy C, Wang D, White JR, Yang S, Battafarano R, Broderick S, Bush E, Brock M, Ha J, Jones D, Merghoub T, Taube J, Velculescu VE, Rosner G, Illei P, Pardoll DM, Topalian S, Naidoo J, Levy B, Hellmann M, Brahmer JR, Chaft JE, Forde PM. Neoadjuvant nivolumab plus ipilimumab in resectable non-small cell lung cancer. J Immunother Cancer 2020; 8:jitc-2020-001282. [PMID: 32929052 PMCID: PMC7488786 DOI: 10.1136/jitc-2020-001282] [Citation(s) in RCA: 97] [Impact Index Per Article: 24.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/05/2020] [Indexed: 12/25/2022] Open
Abstract
Background We conducted the first trial of neoadjuvant PD-1 blockade in resectable non-small cell lung cancer (NSCLC), finding nivolumab monotherapy to be safe and feasible with an encouraging rate of pathologic response. Building on these results, and promising data for nivolumab plus ipilimumab (anti-CTLA-4) in advanced NSCLC, we expanded our study to include an arm investigating neoadjuvant nivolumab plus ipilimumab. Methods Patients with resectable stage IB (≥4 cm)–IIIA (American Joint Committee on Cancer Tumor Node Metastases seventh edition), histologically confirmed, treatment-naïve NSCLC received nivolumab 3 mg/kg intravenously plus ipilimumab 1 mg/kg intravenously 6 weeks prior to planned resection. Nivolumab 3 mg/kg was given again approximately 4 and 2 weeks preoperatively. Primary endpoints were safety and feasibility with a planned enrollment of 15 patients. Pathologic response was a key secondary endpoint. Results While the treatment regimen was feasible per protocol, due to toxicity, the study arm was terminated early by investigator consensus after 9 of 15 patients were enrolled. All patients received every scheduled dose of therapy and were fit for planned surgery; however, 6 of 9 (67%) experienced treatment-related adverse events (TRAEs) and 3 (33%) experienced grade ≥3 TRAEs. Three of 9 patients (33%) had biopsy-confirmed tumor progression precluding definitive surgery. Of the 6 patients who underwent resection, 3 are alive and disease-free, 2 experienced recurrence and are actively receiving systemic treatment, and one died postoperatively due to acute respiratory distress syndrome. Two patients who underwent resection had tumor pathologic complete responses (pCRs) and continue to remain disease-free over 24 months since surgery. Pathologic response correlated with pre-treatment tumor PD-L1 expression, but not tumor mutation burden. Tumor KRAS/STK11 co-mutations were identified in 5 of 9 patients (59%), of whom two with disease progression precluding surgery had tumor KRAS/STK11/KEAP1 co-mutations. Conclusions Though treatment was feasible, due to toxicity the study arm was terminated early by investigator consensus. In light of this, and while the long-term disease-free status of patients who achieved pCR is encouraging, further investigation of neoadjuvant nivolumab plus ipilimumab in patients with resectable NSCLC requires the identification of predictive biomarkers that enrich for response.
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Affiliation(s)
- Joshua E Reuss
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins, Baltimore, Maryland, USA.,The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, Maryland, USA
| | - Valsamo Anagnostou
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins, Baltimore, Maryland, USA.,The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, Maryland, USA
| | - Tricia R Cottrell
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins, Baltimore, Maryland, USA
| | - Kellie N Smith
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, Maryland, USA
| | - Franco Verde
- Department of Radiology, Johns Hopkins, Baltimore, Maryland, USA
| | - Marianna Zahurak
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins, Baltimore, Maryland, USA
| | - Mara Lanis
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins, Baltimore, Maryland, USA
| | - Joseph C Murray
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins, Baltimore, Maryland, USA.,The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, Maryland, USA
| | - Hok Yee Chan
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, Maryland, USA
| | - Caroline McCarthy
- Thoracic Oncology Service, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Daphne Wang
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins, Baltimore, Maryland, USA.,Department of Pathology, Johns Hopkins, Baltimore, Maryland, USA
| | - James R White
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins, Baltimore, Maryland, USA
| | - Stephen Yang
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins, Baltimore, Maryland, USA.,Department of Surgery, Johns Hopkins, Baltimore, Maryland, USA
| | - Richard Battafarano
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins, Baltimore, Maryland, USA.,Department of Surgery, Johns Hopkins, Baltimore, Maryland, USA
| | - Stephen Broderick
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins, Baltimore, Maryland, USA.,Department of Surgery, Johns Hopkins, Baltimore, Maryland, USA
| | - Errol Bush
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins, Baltimore, Maryland, USA.,Department of Surgery, Johns Hopkins, Baltimore, Maryland, USA
| | - Malcolm Brock
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins, Baltimore, Maryland, USA.,Department of Surgery, Johns Hopkins, Baltimore, Maryland, USA
| | - Jinny Ha
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins, Baltimore, Maryland, USA.,Department of Surgery, Johns Hopkins, Baltimore, Maryland, USA
| | - David Jones
- Thoracic Surgery Service, Memorial Sloan Kettering Cancer Center, New York, New York, USA.,Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Taha Merghoub
- Parker Institute for Cancer Immunotherapy, Memorial Sloan Kettering Cancer Center, New York, New York, USA.,Weill Cornell Medical College, New York, New York, USA
| | - Janis Taube
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins, Baltimore, Maryland, USA.,Department of Pathology, Johns Hopkins, Baltimore, Maryland, USA
| | - Victor E Velculescu
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins, Baltimore, Maryland, USA.,The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, Maryland, USA
| | - Gary Rosner
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins, Baltimore, Maryland, USA
| | - Peter Illei
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins, Baltimore, Maryland, USA.,Department of Pathology, Johns Hopkins, Baltimore, Maryland, USA
| | - Drew M Pardoll
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins, Baltimore, Maryland, USA.,The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, Maryland, USA
| | - Suzanne Topalian
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins, Baltimore, Maryland, USA.,The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, Maryland, USA
| | - Jarushka Naidoo
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins, Baltimore, Maryland, USA.,The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, Maryland, USA
| | - Ben Levy
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins, Baltimore, Maryland, USA.,The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, Maryland, USA
| | - Matthew Hellmann
- Thoracic Oncology Service, Memorial Sloan Kettering Cancer Center, New York, New York, USA.,Weill Cornell Medical College, New York, New York, USA
| | - Julie R Brahmer
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins, Baltimore, Maryland, USA.,The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, Maryland, USA
| | - Jamie E Chaft
- Thoracic Oncology Service, Memorial Sloan Kettering Cancer Center, New York, New York, USA.,Weill Cornell Medical College, New York, New York, USA
| | - Patrick M Forde
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins, Baltimore, Maryland, USA .,The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, Maryland, USA
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25
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Chan HY, Zhang J, Garliss CC, Kwaa AK, Blankson JN, Smith KN. A T Cell Receptor Sequencing-Based Assay Identifies Cross-Reactive Recall CD8 + T Cell Clonotypes Against Autologous HIV-1 Epitope Variants. Front Immunol 2020; 11:591. [PMID: 32318072 PMCID: PMC7154155 DOI: 10.3389/fimmu.2020.00591] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2020] [Accepted: 03/13/2020] [Indexed: 12/31/2022] Open
Abstract
HIV-1 positive elite controllers or suppressors control viral replication without antiretroviral therapy, likely via CTL-mediated elimination of infected cells, and therefore represent a model of an HIV-1 functional cure. Efforts to cure HIV-1 accordingly rely on the existence or generation of antigen-specific cytotoxic T lymphocytes (CTL) to eradicate infected cells upon reversal of latency. Detecting and quantifying these HIV-1-specific CTL responses will be crucial for developing vaccine and T cell-based immunotherapies. A recently developed assay, called MANAFEST, uses T cell receptor (TCR) Vβ sequencing of peptide-stimulated cultures followed by a bioinformatic pipeline to identify neoantigen-specific T cells in cancer patients. This assay is more sensitive than conventional immune assays and therefore has the possibility to identify HIV-1 antigenic targets that have not been previously explored for vaccine or T cell immunotherapeutic strategies. Here we show that a modified version of the MANAFEST assay, called ViraFEST, can identify memory CD8+ T cell responses against autologous HIV-1 Gag and Nef epitope variants in an elite suppressor. Nine TCR Vβ clonotypes were identified and 6 of these were cross-reactive for autologous variants or known escape variants. Our findings are a proof of principle that the ViraFEST assay can be used to detect and monitor these responses for downstream use in immunotherapeutic treatment approaches.
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Affiliation(s)
- Hok Yee Chan
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins School of Medicine, Baltimore, MD, United States.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins School of Medicine, Baltimore, MD, United States
| | - Jiajia Zhang
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins School of Medicine, Baltimore, MD, United States.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins School of Medicine, Baltimore, MD, United States
| | - Caroline C Garliss
- Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD, United States
| | - Abena K Kwaa
- Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD, United States
| | - Joel N Blankson
- Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD, United States.,Department of Molecular and Comparative Pathobiology, Johns Hopkins School of Medicine, Baltimore, MD, United States
| | - Kellie N Smith
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins School of Medicine, Baltimore, MD, United States.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins School of Medicine, Baltimore, MD, United States
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26
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Cottrell TR, Thompson ED, Forde PM, Stein JE, Duffield AS, Anagnostou V, Rekhtman N, Anders RA, Cuda JD, Illei PB, Gabrielson E, Askin FB, Niknafs N, Smith KN, Velez MJ, Sauter JL, Isbell JM, Jones DR, Battafarano RJ, Yang SC, Danilova L, Wolchok JD, Topalian SL, Velculescu VE, Pardoll DM, Brahmer JR, Hellmann MD, Chaft JE, Cimino-Mathews A, Taube JM. Pathologic features of response to neoadjuvant anti-PD-1 in resected non-small-cell lung carcinoma: a proposal for quantitative immune-related pathologic response criteria (irPRC). Ann Oncol 2019; 29:1853-1860. [PMID: 29982279 DOI: 10.1093/annonc/mdy218] [Citation(s) in RCA: 285] [Impact Index Per Article: 57.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
Background Neoadjuvant anti-PD-1 may improve outcomes for patients with resectable NSCLC and provides a critical window for examining pathologic features associated with response. Resections showing major pathologic response to neoadjuvant therapy, defined as ≤10% residual viable tumor (RVT), may predict improved long-term patient outcome. However, %RVT calculations were developed in the context of chemotherapy (%cRVT). An immune-related %RVT (%irRVT) has yet to be developed. Patients and methods The first trial of neoadjuvant anti-PD-1 (nivolumab, NCT02259621) was just reported. We analyzed hematoxylin and eosin-stained slides from the post-treatment resection specimens of the 20 patients with non-small-cell lung carcinoma who underwent definitive surgery. Pretreatment tumor biopsies and preresection radiographic 'tumor' measurements were also assessed. Results We found that the regression bed (the area of immune-mediated tumor clearance) accounts for the previously noted discrepancy between CT imaging and pathologic assessment of residual tumor. The regression bed is characterized by (i) immune activation-dense tumor infiltrating lymphocytes with macrophages and tertiary lymphoid structures; (ii) massive tumor cell death-cholesterol clefts; and (iii) tissue repair-neovascularization and proliferative fibrosis (each feature enriched in major pathologic responders versus nonresponders, P < 0.05). This distinct constellation of histologic findings was not identified in any pretreatment specimens. Histopathologic features of the regression bed were used to develop 'Immune-Related Pathologic Response Criteria' (irPRC), and these criteria were shown to be reproducible amongst pathologists. Specifically, %irRVT had improved interobserver consistency compared with %cRVT [median per-case %RVT variability 5% (0%-29%) versus 10% (0%-58%), P = 0.007] and a twofold decrease in median standard deviation across pathologists within a sample (4.6 versus 2.2, P = 0.002). Conclusions irPRC may be used to standardize pathologic assessment of immunotherapeutic efficacy. Long-term follow-up is needed to determine irPRC reliability as a surrogate for recurrence-free and overall survival.
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Affiliation(s)
- T R Cottrell
- Department of Pathology, Johns Hopkins University SOM, Baltimore, USA
| | - E D Thompson
- Department of Pathology, Johns Hopkins University SOM, Baltimore, USA; Department of Oncology, The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University SOM, Baltimore, USA; The Johns Hopkins Bloomberg-Kimmel Institute for Cancer Immunotherapy, Baltimore, USA
| | - P M Forde
- Department of Oncology, The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University SOM, Baltimore, USA; The Johns Hopkins Bloomberg-Kimmel Institute for Cancer Immunotherapy, Baltimore, USA
| | - J E Stein
- Department of Dermatology, Johns Hopkins University SOM, Baltimore, USA
| | - A S Duffield
- Department of Pathology, Johns Hopkins University SOM, Baltimore, USA
| | - V Anagnostou
- Department of Oncology, The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University SOM, Baltimore, USA
| | - N Rekhtman
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, USA
| | - R A Anders
- Department of Pathology, Johns Hopkins University SOM, Baltimore, USA; The Johns Hopkins Bloomberg-Kimmel Institute for Cancer Immunotherapy, Baltimore, USA
| | - J D Cuda
- Department of Pathology, Johns Hopkins University SOM, Baltimore, USA; Department of Dermatology, Johns Hopkins University SOM, Baltimore, USA
| | - P B Illei
- Department of Pathology, Johns Hopkins University SOM, Baltimore, USA; Department of Oncology, The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University SOM, Baltimore, USA
| | - E Gabrielson
- Department of Pathology, Johns Hopkins University SOM, Baltimore, USA; Department of Oncology, The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University SOM, Baltimore, USA
| | - F B Askin
- Department of Pathology, Johns Hopkins University SOM, Baltimore, USA
| | - N Niknafs
- Department of Oncology, The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University SOM, Baltimore, USA
| | - K N Smith
- Department of Oncology, The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University SOM, Baltimore, USA; The Johns Hopkins Bloomberg-Kimmel Institute for Cancer Immunotherapy, Baltimore, USA
| | - M J Velez
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, USA
| | - J L Sauter
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, USA
| | - J M Isbell
- Thoracic Surgery Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, USA
| | - D R Jones
- Thoracic Surgery Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, USA
| | - R J Battafarano
- Department of Surgery, Johns Hopkins University SOM, Baltimore, USA
| | - S C Yang
- Department of Surgery, Johns Hopkins University SOM, Baltimore, USA
| | - L Danilova
- The Johns Hopkins Bloomberg-Kimmel Institute for Cancer Immunotherapy, Baltimore, USA; Division of Biostatistics and Bioinformatics, The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University SOM, Baltimore, USA
| | - J D Wolchok
- Melanoma and Immunotherapeutics Service, Division of Solid Tumor Oncology, Department of Medicine, Ludwig Center for Cancer Immunotherapy, Memorial Sloan Kettering Cancer Center, New York, USA; Weill Cornell Medical College, New York, USA; Parker Institute for Cancer Immunotherapy, Memorial Sloan Kettering Cancer Center, New York, USA
| | - S L Topalian
- The Johns Hopkins Bloomberg-Kimmel Institute for Cancer Immunotherapy, Baltimore, USA; Department of Surgery, Johns Hopkins University SOM, Baltimore, USA
| | - V E Velculescu
- Department of Oncology, The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University SOM, Baltimore, USA; The Johns Hopkins Bloomberg-Kimmel Institute for Cancer Immunotherapy, Baltimore, USA
| | - D M Pardoll
- Department of Oncology, The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University SOM, Baltimore, USA; The Johns Hopkins Bloomberg-Kimmel Institute for Cancer Immunotherapy, Baltimore, USA
| | - J R Brahmer
- Department of Oncology, The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University SOM, Baltimore, USA; The Johns Hopkins Bloomberg-Kimmel Institute for Cancer Immunotherapy, Baltimore, USA
| | - M D Hellmann
- Weill Cornell Medical College, New York, USA; Parker Institute for Cancer Immunotherapy, Memorial Sloan Kettering Cancer Center, New York, USA; Thoracic Oncology Service, Division of Solid Tumor Oncology, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, USA
| | - J E Chaft
- Weill Cornell Medical College, New York, USA; Thoracic Oncology Service, Division of Solid Tumor Oncology, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, USA
| | - A Cimino-Mathews
- Department of Pathology, Johns Hopkins University SOM, Baltimore, USA; Department of Oncology, The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University SOM, Baltimore, USA
| | - J M Taube
- Department of Pathology, Johns Hopkins University SOM, Baltimore, USA; Department of Oncology, The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University SOM, Baltimore, USA; The Johns Hopkins Bloomberg-Kimmel Institute for Cancer Immunotherapy, Baltimore, USA; Department of Dermatology, Johns Hopkins University SOM, Baltimore, USA.
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27
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Zhang J, Ji Z, Caushi JX, El Asmar M, Anagnostou V, Cottrell TR, Chan HY, Suri P, Guo H, Merghoub T, Chaft JE, Reuss JE, Tam AJ, Blosser RL, Abu-Akeel M, Sidhom JW, Zhao N, Ha JS, Jones DR, Marrone KA, Naidoo J, Gabrielson E, Taube JM, Velculescu VE, Brahmer JR, Housseau F, Hellmann MD, Forde PM, Pardoll DM, Ji H, Smith KN. Compartmental Analysis of T-cell Clonal Dynamics as a Function of Pathologic Response to Neoadjuvant PD-1 Blockade in Resectable Non-Small Cell Lung Cancer. Clin Cancer Res 2019; 26:1327-1337. [PMID: 31754049 DOI: 10.1158/1078-0432.ccr-19-2931] [Citation(s) in RCA: 80] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2019] [Revised: 10/21/2019] [Accepted: 11/18/2019] [Indexed: 12/21/2022]
Abstract
PURPOSE Neoadjuvant PD-1 blockade is a promising treatment for resectable non-small cell lung cancer (NSCLC), yet immunologic mechanisms contributing to tumor regression and biomarkers of response are unknown. Using paired tumor/blood samples from a phase II clinical trial (NCT02259621), we explored whether the peripheral T-cell clonotypic dynamics can serve as a biomarker for response to neoadjuvant PD-1 blockade. EXPERIMENTAL DESIGN T-cell receptor (TCR) sequencing was performed on serial peripheral blood, tumor, and normal lung samples from resectable NSCLC patients treated with neoadjuvant PD-1 blockade. We explored the temporal dynamics of the T-cell repertoire in the peripheral and tumoral compartments in response to neoadjuvant PD-1 blockade by using the TCR as a molecular barcode. RESULTS Higher intratumoral TCR clonality was associated with reduced percent residual tumor at the time of surgery, and the TCR repertoire of tumors with major pathologic response (MPR; <10% residual tumor after neoadjuvant therapy) had a higher clonality and greater sharing of tumor-infiltrating clonotypes with the peripheral blood relative to tumors without MPR. Additionally, the posttreatment tumor bed of patients with MPR was enriched with T-cell clones that had peripherally expanded between weeks 2 and 4 after anti-PD-1 initiation and the intratumoral space occupied by these clonotypes was inversely correlated with percent residual tumor. CONCLUSIONS Our study suggests that exchange of T-cell clones between tumor and blood represents a key correlate of pathologic response to neoadjuvant immunotherapy and shows that the periphery may be a previously underappreciated originating compartment for effective antitumor immunity.See related commentary by Henick, p. 1205.
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Affiliation(s)
- Jiajia Zhang
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland.,The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Zhicheng Ji
- Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland
| | - Justina X Caushi
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland.,The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Margueritta El Asmar
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland.,The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Valsamo Anagnostou
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland.,The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Tricia R Cottrell
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland.,The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.,Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Hok Yee Chan
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland.,The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Prerna Suri
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland.,The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Haidan Guo
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland.,The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Taha Merghoub
- Thoracic Oncology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center and Weill Cornell Medical Center, New York, New York
| | - Jamie E Chaft
- Thoracic Oncology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center and Weill Cornell Medical Center, New York, New York
| | - Joshua E Reuss
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland.,The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Ada J Tam
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland.,The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Richard L Blosser
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland.,The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Mohsen Abu-Akeel
- Thoracic Oncology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center and Weill Cornell Medical Center, New York, New York
| | - John-William Sidhom
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland.,The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Ni Zhao
- Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland
| | - Jinny S Ha
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.,Division of Thoracic Surgery, Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - David R Jones
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center and Weill Cornell Medical Center, New York, New York
| | - Kristen A Marrone
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland.,The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Jarushka Naidoo
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland.,The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Edward Gabrielson
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland.,The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Janis M Taube
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland.,The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.,Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Victor E Velculescu
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland.,The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Julie R Brahmer
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland.,The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Franck Housseau
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland.,The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Matthew D Hellmann
- Thoracic Oncology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center and Weill Cornell Medical Center, New York, New York
| | - Patrick M Forde
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland.,The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Drew M Pardoll
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland.,The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Hongkai Ji
- Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland
| | - Kellie N Smith
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland. .,The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
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Abstract
Anti-tumor T cells are the soldiers in the body's war against cancer. Effector T cells can detect and eliminate cells expressing their cognate antigen via activation through engagement of the T cell receptor (TCR) with its cognate peptide:MHC complex. Owing to the recent success of immunotherapy in the treatment of many different cancer types, research efforts have shifted toward identifying and tracking anti-tumor T cell responses upon treatment in cancer patients. While traditional methods, such as ELISpot and flow cytometric intracellular staining have had limited success, likely owing to the inability to get viable biospecimens or the lower magnitude of tumor-specific T cell responses relative to virus-specific responses, new techniques that utilize next generation sequencing enable T cell response tracking independent of cytokine production or cell viability. The TCR, which confers T cell antigen-specificity, can be used as a molecular barcode to track T cell clonotypic dynamics across biological compartments and over time in cancer patients undergoing treatment. Because this method does not require viable cells, these T cell clonotypes can also be tracked in archival tumor tissue and flash frozen cell pellets. While exciting, quantitative TCR sequencing (TCRseq) technologies have been met with the conundrum of how to properly analyze and interpret the data. Here we provide a comprehensive guide on how to acquire, analyze, and interpret TCRseq data, as well as special considerations that should be taken prior to experimental setup.
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Affiliation(s)
- Jiajia Zhang
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins School of Medicine, Baltimore, MD, United States; The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins School of Medicine, Baltimore, MD, United States
| | - Zhicheng Ji
- Department of Biostatistics, Johns Hopkins Bloomberg School of Public Heath, Johns Hopkins University, Baltimore, MD, United States
| | - Kellie N Smith
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins School of Medicine, Baltimore, MD, United States; The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins School of Medicine, Baltimore, MD, United States.
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29
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Llosa NJ, Luber B, Tam AJ, Smith KN, Siegel N, Awan AH, Fan H, Oke T, Zhang J, Domingue J, Engle EL, Roberts CA, Bartlett BR, Aulakh LK, Thompson ED, Taube JM, Durham JN, Sears CL, Le DT, Diaz LA, Pardoll DM, Wang H, Anders RA, Housseau F. Intratumoral Adaptive Immunosuppression and Type 17 Immunity in Mismatch Repair Proficient Colorectal Tumors. Clin Cancer Res 2019; 25:5250-5259. [PMID: 31061070 PMCID: PMC6726531 DOI: 10.1158/1078-0432.ccr-19-0114] [Citation(s) in RCA: 40] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2019] [Revised: 02/03/2019] [Accepted: 04/30/2019] [Indexed: 12/20/2022]
Abstract
PURPOSE Approximately 10% of patients with mismatch repair-proficient (MMRp) colorectal cancer showed clinical benefit to anti-PD-1 monotherapy (NCT01876511). We sought to identify biomarkers that delineate patients with immunoreactive colorectal cancer and to explore new combinatorial immunotherapy strategies that can impact MMRp colorectal cancer. EXPERIMENTAL DESIGN We compared the expression of 44 selected immune-related genes in the primary colon tumor of 19 patients with metastatic colorectal cancer (mCRC) who responded (n = 13) versus those who did not (n = 6) to anti-PD-1 therapy (NCT01876511). We define a 10 gene-based immune signature that could distinguish responder from nonresponder. Resected colon specimens (n = 14) were used to validate the association of the predicted status (responder and nonresponder) with the immune-related gene expression, the phenotype, and the function of tumor-infiltrating lymphocytes freshly isolated from the same tumors. RESULTS Although both IL17Low and IL17High immunoreactive MMRp colorectal cancers are associated with intratumor correlates of adaptive immunosuppression (CD8/IFNγ and PD-L1/IDO1 colocalization), only IL17Low MMRp tumors (3/14) have a tumor immune microenvironment (TiME) that resembles the TiME in primary colon tumors of patients with mCRC responsive to anti-PD-1 treatment. CONCLUSIONS The detection of a preexisting antitumor immune response in MMRp colorectal cancer (immunoreactive MMRp colorectal cancer) is not sufficient to predict a clinical benefit to T-cell checkpoint inhibitors. Intratumoral IL17-mediated signaling may preclude responses to immunotherapy. Drugs targeting the IL17 signaling pathway are available in clinic, and their combination with T-cell checkpoint inhibitors could improve colorectal cancer immunotherapy.See related commentary by Willis et al., p. 5185.
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Affiliation(s)
- Nicolas J Llosa
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, Maryland
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Brandon Luber
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, Maryland
- Department of Biostatistics, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Ada J Tam
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, Maryland
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Flow Cytometry Technology Development Center, Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, Maryland
| | - Kellie N Smith
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, Maryland
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Nicholas Siegel
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, Maryland
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Anas H Awan
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, Maryland
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Hongni Fan
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, Maryland
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Teniola Oke
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, Maryland
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - JiaJia Zhang
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, Maryland
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Jada Domingue
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, Maryland
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Elizabeth L Engle
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, Maryland
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
- The Tumor Microenvironment Center, Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, Maryland
| | - Charles A Roberts
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, Maryland
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
- The Tumor Microenvironment Center, Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, Maryland
| | - Bjarne R Bartlett
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, Maryland
- The Swim Across America Laboratory at John Hopkins, Baltimore, Maryland
- Ludwig Center and Howard Hughes Medical Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Laveet K Aulakh
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, Maryland
- The Swim Across America Laboratory at John Hopkins, Baltimore, Maryland
- Ludwig Center and Howard Hughes Medical Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Elizabeth D Thompson
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, Maryland
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Division of Solid Tumor Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Janis M Taube
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, Maryland
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
- The Tumor Microenvironment Center, Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, Maryland
| | - Jennifer N Durham
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, Maryland
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Cynthia L Sears
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, Maryland
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Dung T Le
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, Maryland
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Luis A Diaz
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, Maryland
- The Swim Across America Laboratory at John Hopkins, Baltimore, Maryland
- Ludwig Center and Howard Hughes Medical Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Division of Solid Tumor Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Drew M Pardoll
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, Maryland
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Hao Wang
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, Maryland
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Department of Biostatistics, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Robert A Anders
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, Maryland.
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
- The Tumor Microenvironment Center, Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, Maryland
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Franck Housseau
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, Maryland.
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Flow Cytometry Technology Development Center, Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, Maryland
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Llosa N, Awan AH, Tam AJ, Fan H, Smith KN, Sears CL, Wang H, Pardoll DM, Anders RA, Housseau F. Abstract 2793: Mismatch repair proficient colorectal cancer and adaptive immunosuppression of endogenous anti-tumor immune response: Implications for immunotherapy. Cancer Res 2019. [DOI: 10.1158/1538-7445.am2019-2793] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
The tumor immune microenvironment (TiME) of mismatch-repair deficient (MMRd) colorectal cancer (CRC) is characterized by a cytotoxic T cell immune signature and counter-expression of IFNγ -inducible T cell checkpoints, features underlining intratumoral adaptive immunosuppression and sensitivity to immune checkpoint blockade. Since single-agent checkpoint inhibitors have not demonstrated, so far, similar meaningful clinical activity for MMR proficient (MMRp) CRC, we compared the tumor immune microenvironment (TiME) in CRC patients that responded to anti-PD1 therapy with the TiME of patients that did not (NCT01876511) to identify immune signatures and biomarkers that could help deciding on combinatorial immunotherapies to treat patients with MMRp CRC. With this approach, we detected immunoreactive MMRp (irMMRp) tumors characterized by a dense infiltration with cytotoxic T cells (CTL) as well as high expression of IFNγ and CD274 (PD-L1), despite their low tumor mutation burden. We observed that these irMMRp colon tumors are characterized by a negative association between Indolamine 2,3 dioxygenase 1 (IDO1) expression and Th17 infiltration. Despite the high expression of CD8 and PD-L1 expression, only irMMRp CRC with high expression of IDO1 on tumor cells and low infiltration with Th17 cells have a TiME resembling the TiME of CRC responding to anti-PD1. Since IDO1-derived tryptophan metabolites, kynurenines, are known to repress Th17 differentiation, these results suggested that the use of IDO1 small molecule inhibitors may derepress Th17 infiltration in CRC and blunt the effect of anti-PD1. Combining therapy with IDO1/PD1 inhibitors with drugs inhibiting IL-17 signaling pathway may help to treat irMMRp CRC patients.
Citation Format: Nicolas Llosa, Anas H. Awan, Ada J. Tam, Hongni Fan, Kellie N. Smith, Cynthia L. Sears, Hao Wang, Drew M. Pardoll, Robert A. Anders, Franck Housseau. Mismatch repair proficient colorectal cancer and adaptive immunosuppression of endogenous anti-tumor immune response: Implications for immunotherapy [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2019; 2019 Mar 29-Apr 3; Atlanta, GA. Philadelphia (PA): AACR; Cancer Res 2019;79(13 Suppl):Abstract nr 2793.
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Affiliation(s)
- Nicolas Llosa
- Johns Hopkins University School of Medicine, Baltimore, MD
| | - Anas H. Awan
- Johns Hopkins University School of Medicine, Baltimore, MD
| | - Ada J. Tam
- Johns Hopkins University School of Medicine, Baltimore, MD
| | - Hongni Fan
- Johns Hopkins University School of Medicine, Baltimore, MD
| | | | | | - Hao Wang
- Johns Hopkins University School of Medicine, Baltimore, MD
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31
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Smith KN, Llosa NJ, Cottrell TR, Siegel N, Fan H, Suri P, Chan HY, Guo H, Oke T, Awan AH, Verde F, Danilova L, Anagnostou V, Tam AJ, Luber BS, Bartlett BR, Aulakh LK, Sidhom JW, Zhu Q, Sears CL, Cope L, Sharfman WH, Thompson ED, Riemer J, Marrone KA, Naidoo J, Velculescu VE, Forde PM, Vogelstein B, Kinzler KW, Papadopoulos N, Durham JN, Wang H, Le DT, Justesen S, Taube JM, Diaz LA, Brahmer JR, Pardoll DM, Anders RA, Housseau F. Correction to: persistent mutant oncogene specific T cells in two patients benefitting from anti-PD-1. J Immunother Cancer 2019; 7:63. [PMID: 30841906 PMCID: PMC6402146 DOI: 10.1186/s40425-019-0547-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2019] [Accepted: 02/26/2019] [Indexed: 01/13/2023] Open
Affiliation(s)
- Kellie N Smith
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Nicolas J Llosa
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Tricia R Cottrell
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA.,Department of Pathology, Johns Hopkins University, Baltimore, MD, USA
| | - Nicholas Siegel
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Hongni Fan
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Prerna Suri
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Hok Yee Chan
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Haidan Guo
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Teniola Oke
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Anas H Awan
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Franco Verde
- Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University, Baltimore, MD, USA
| | - Ludmila Danilova
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA.,Division of Biostatistics and Bioinformatics, Johns Hopkins University, Baltimore, MD, USA
| | - Valsamo Anagnostou
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Ada J Tam
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Brandon S Luber
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Division of Biostatistics and Bioinformatics, Johns Hopkins University, Baltimore, MD, USA
| | - Bjarne R Bartlett
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,The Swim Across America Laboratory, John Hopkins University, Baltimore, MD, USA.,Ludwig Center and Howard Hughes Medical Institute, Johns Hopkins University, Baltimore, MD, USA.,Present address: B.R.B., Bioinformatics Core, Department of Complementary & Integrative Medicine, University of Hawaii John A. Burns School of Medicine, Honolulu, HI, 96813, USA
| | - Laveet K Aulakh
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,The Swim Across America Laboratory, John Hopkins University, Baltimore, MD, USA.,Ludwig Center and Howard Hughes Medical Institute, Johns Hopkins University, Baltimore, MD, USA
| | - John-William Sidhom
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Qingfeng Zhu
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA.,Department of Pathology, Johns Hopkins University, Baltimore, MD, USA
| | - Cynthia L Sears
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Leslie Cope
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA.,Division of Biostatistics and Bioinformatics, Johns Hopkins University, Baltimore, MD, USA
| | - William H Sharfman
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Elizabeth D Thompson
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA.,The Swim Across America Laboratory, John Hopkins University, Baltimore, MD, USA
| | - Joanne Riemer
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Kristen A Marrone
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Jarushka Naidoo
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Victor E Velculescu
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Patrick M Forde
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Bert Vogelstein
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Ludwig Center and Howard Hughes Medical Institute, Johns Hopkins University, Baltimore, MD, USA
| | - Kenneth W Kinzler
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Ludwig Center and Howard Hughes Medical Institute, Johns Hopkins University, Baltimore, MD, USA
| | - Nickolas Papadopoulos
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Ludwig Center and Howard Hughes Medical Institute, Johns Hopkins University, Baltimore, MD, USA
| | - Jennifer N Durham
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Hao Wang
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA.,Division of Biostatistics and Bioinformatics, Johns Hopkins University, Baltimore, MD, USA
| | - Dung T Le
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | | | - Janis M Taube
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA.,Department of Pathology, Johns Hopkins University, Baltimore, MD, USA
| | - Luis A Diaz
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,The Swim Across America Laboratory, John Hopkins University, Baltimore, MD, USA.,Ludwig Center and Howard Hughes Medical Institute, Johns Hopkins University, Baltimore, MD, USA.,Department of Medicine, Division of Solid Tumor Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Julie R Brahmer
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Drew M Pardoll
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Robert A Anders
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA.,Department of Pathology, Johns Hopkins University, Baltimore, MD, USA
| | - Franck Housseau
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA. .,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA.
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Smith KN, Llosa NJ, Cottrell TR, Siegel N, Fan H, Suri P, Chan HY, Guo H, Oke T, Awan AH, Verde F, Danilova L, Anagnostou V, Tam AJ, Luber BS, Bartlett BR, Aulakh LK, Sidhom JW, Zhu Q, Sears CL, Cope L, Sharfman WH, Thompson ED, Riemer J, Marrone KA, Naidoo J, Velculescu VE, Forde PM, Vogelstein B, Kinzler KW, Papadopoulos N, Durham JN, Wang H, Le DT, Justesen S, Taube JM, Diaz LA, Brahmer JR, Pardoll DM, Anders RA, Housseau F. Persistent mutant oncogene specific T cells in two patients benefitting from anti-PD-1. J Immunother Cancer 2019; 7:40. [PMID: 30744692 PMCID: PMC6371497 DOI: 10.1186/s40425-018-0492-x] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2018] [Accepted: 12/20/2018] [Indexed: 12/12/2022] Open
Abstract
Background Several predictive biomarkers are currently approved or are under investigation for the selection of patients for checkpoint blockade. Tumor PD-L1 expression is used for stratification of non-small cell lung (NSCLC) patients, with tumor mutational burden (TMB) also being explored with promising results, and mismatch-repair deficiency is approved for tumor site-agnostic disease. While tumors with high PD-L1 expression, high TMB, or mismatch repair deficiency respond well to checkpoint blockade, tumors with lower PD-L1 expression, lower mutational burdens, or mismatch repair proficiency respond much less frequently. Case presentation We studied two patients with unexpected responses to checkpoint blockade monotherapy: a patient with PD-L1-negative and low mutational burden NSCLC and one with mismatch repair proficient colorectal cancer (CRC), both of whom lack the biomarkers associated with response to checkpoint blockade, yet achieved durable clinical benefit. Both maintained T-cell responses in peripheral blood to oncogenic driver mutations – BRAF-N581I in the NSCLC and AKT1-E17K in the CRC – years after treatment initiation. Mutation-specific T cells were also found in the primary tumor and underwent dynamic perturbations in the periphery upon treatment. Conclusions These findings suggest that T cell responses to oncogenic driver mutations may be more prevalent than previously appreciated and could be harnessed in immunotherapeutic treatment, particularly for patients who lack the traditional biomarkers associated with response. Comprehensive studies are warranted to further delineate additional predictive biomarkers and populations of patients who may benefit from checkpoint blockade. Electronic supplementary material The online version of this article (10.1186/s40425-018-0492-x) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Kellie N Smith
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Nicolas J Llosa
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Tricia R Cottrell
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA.,Department of Pathology, Johns Hopkins University, Baltimore, MD, USA
| | - Nicholas Siegel
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Hongni Fan
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Prerna Suri
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Hok Yee Chan
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Haidan Guo
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Teniola Oke
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Anas H Awan
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Franco Verde
- Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University, Baltimore, MD, USA
| | - Ludmila Danilova
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA.,Division of Biostatistics and Bioinformatics, Johns Hopkins University, Baltimore, MD, USA
| | - Valsamo Anagnostou
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Ada J Tam
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Brandon S Luber
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Division of Biostatistics and Bioinformatics, Johns Hopkins University, Baltimore, MD, USA
| | - Bjarne R Bartlett
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,The Swim Across America Laboratory, John Hopkins University, Baltimore, MD, USA.,Ludwig Center and Howard Hughes Medical Institute, Johns Hopkins University, Baltimore, MD, USA.,Present address: B.R.B.,Bioinformatics Core, Department of Complementary & Integrative Medicine, University of Hawaii John A. Burns School of Medicine, Honolulu, HI, 96813, USA
| | - Laveet K Aulakh
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,The Swim Across America Laboratory, John Hopkins University, Baltimore, MD, USA.,Ludwig Center and Howard Hughes Medical Institute, Johns Hopkins University, Baltimore, MD, USA
| | - John-William Sidhom
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Qingfeng Zhu
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA.,Department of Pathology, Johns Hopkins University, Baltimore, MD, USA
| | - Cynthia L Sears
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Leslie Cope
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA.,Division of Biostatistics and Bioinformatics, Johns Hopkins University, Baltimore, MD, USA
| | - William H Sharfman
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Elizabeth D Thompson
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA.,The Swim Across America Laboratory, John Hopkins University, Baltimore, MD, USA
| | - Joanne Riemer
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Kristen A Marrone
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Jarushka Naidoo
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Victor E Velculescu
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Patrick M Forde
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Bert Vogelstein
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Ludwig Center and Howard Hughes Medical Institute, Johns Hopkins University, Baltimore, MD, USA
| | - Kenneth W Kinzler
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Ludwig Center and Howard Hughes Medical Institute, Johns Hopkins University, Baltimore, MD, USA
| | - Nickolas Papadopoulos
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Ludwig Center and Howard Hughes Medical Institute, Johns Hopkins University, Baltimore, MD, USA
| | - Jennifer N Durham
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Hao Wang
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA.,Division of Biostatistics and Bioinformatics, Johns Hopkins University, Baltimore, MD, USA
| | - Dung T Le
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | | | - Janis M Taube
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA.,Department of Pathology, Johns Hopkins University, Baltimore, MD, USA
| | - Luis A Diaz
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,The Swim Across America Laboratory, John Hopkins University, Baltimore, MD, USA.,Ludwig Center and Howard Hughes Medical Institute, Johns Hopkins University, Baltimore, MD, USA.,Department of Medicine, Division of Solid Tumor Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Julie R Brahmer
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Drew M Pardoll
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Robert A Anders
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA.,Department of Pathology, Johns Hopkins University, Baltimore, MD, USA
| | - Franck Housseau
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD, USA. .,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA.
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Anagnostou V, Forde PM, White JR, Niknafs N, Hruban C, Naidoo J, Marrone K, Sivakumar IKA, Bruhm DC, Rosner S, Phallen J, Leal A, Adleff V, Smith KN, Cottrell TR, Rhymee L, Palsgrove DN, Hann CL, Levy B, Feliciano J, Georgiades C, Verde F, Illei P, Li QK, Gabrielson E, Brock MV, Isbell JM, Sauter JL, Taube J, Scharpf RB, Karchin R, Pardoll DM, Chaft JE, Hellmann MD, Brahmer JR, Velculescu VE. Dynamics of Tumor and Immune Responses during Immune Checkpoint Blockade in Non-Small Cell Lung Cancer. Cancer Res 2018; 79:1214-1225. [PMID: 30541742 DOI: 10.1158/0008-5472.can-18-1127] [Citation(s) in RCA: 204] [Impact Index Per Article: 34.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2018] [Revised: 10/08/2018] [Accepted: 12/07/2018] [Indexed: 01/22/2023]
Abstract
Despite the initial successes of immunotherapy, there is an urgent clinical need for molecular assays that identify patients more likely to respond. Here, we report that ultrasensitive measures of circulating tumor DNA (ctDNA) and T-cell expansion can be used to assess responses to immune checkpoint blockade in metastatic lung cancer patients (N = 24). Patients with clinical response to therapy had a complete reduction in ctDNA levels after initiation of therapy, whereas nonresponders had no significant changes or an increase in ctDNA levels. Patients with initial response followed by acquired resistance to therapy had an initial drop followed by recrudescence in ctDNA levels. Patients without a molecular response had shorter progression-free and overall survival compared with molecular responders [5.2 vs. 14.5 and 8.4 vs. 18.7 months; HR 5.36; 95% confidence interval (CI), 1.57-18.35; P = 0.007 and HR 6.91; 95% CI, 1.37-34.97; P = 0.02, respectively], which was detected on average 8.7 weeks earlier and was more predictive of clinical benefit than CT imaging. Expansion of T cells, measured through increases of T-cell receptor productive frequencies, mirrored ctDNA reduction in response to therapy. We validated this approach in an independent cohort of patients with early-stage non-small cell lung cancer (N = 14), where the therapeutic effect was measured by pathologic assessment of residual tumor after anti-PD1 therapy. Consistent with our initial findings, early ctDNA dynamics predicted pathologic response to immune checkpoint blockade. These analyses provide an approach for rapid determination of therapeutic outcomes for patients treated with immune checkpoint inhibitors and have important implications for the development of personalized immune targeted strategies.Significance: Rapid and sensitive detection of circulating tumor DNA dynamic changes and T-cell expansion can be used to guide immune targeted therapy for patients with lung cancer.See related commentary by Zou and Meyerson, p. 1038.
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Affiliation(s)
- Valsamo Anagnostou
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland. .,The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Patrick M Forde
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.,The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - James R White
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Noushin Niknafs
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Carolyn Hruban
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Jarushka Naidoo
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.,The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Kristen Marrone
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.,The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - I K Ashok Sivakumar
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.,Institute for Computational Medicine, Johns Hopkins University, Baltimore, Maryland.,Applied Physics Laboratory, Laurel, Maryland
| | - Daniel C Bruhm
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Samuel Rosner
- Department of Internal Medicine, Johns Hopkins Bayview Medical Center, Baltimore, Maryland
| | - Jillian Phallen
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Alessandro Leal
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Vilmos Adleff
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Kellie N Smith
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.,The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Tricia R Cottrell
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.,Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Lamia Rhymee
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Doreen N Palsgrove
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Christine L Hann
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Benjamin Levy
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Josephine Feliciano
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Christos Georgiades
- Department of Radiology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Franco Verde
- Department of Radiology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Peter Illei
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.,The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland.,Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Qing Kay Li
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.,Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Edward Gabrielson
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.,Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Malcolm V Brock
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - James M Isbell
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York, New York
| | - Jennifer L Sauter
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Janis Taube
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.,The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland.,Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Robert B Scharpf
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Rachel Karchin
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.,Institute for Computational Medicine, Johns Hopkins University, Baltimore, Maryland
| | - Drew M Pardoll
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.,The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Jamie E Chaft
- Thoracic Oncology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center and Weill Cornell Medical College, New York, New York
| | - Matthew D Hellmann
- Thoracic Oncology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center and Weill Cornell Medical College, New York, New York
| | - Julie R Brahmer
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.,The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Victor E Velculescu
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland. .,The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland.,Institute for Computational Medicine, Johns Hopkins University, Baltimore, Maryland
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Cottrell TR, Stein JE, Chaft JE, Thompson ED, Rekhtman N, Anagnostou V, Smith KN, Duffield AS, Anders RA, Isbell JM, Jones DR, Cuda JD, Battafarano R, Yang SC, Illei PB, Gabrielson E, Askin F, Velez M, Hellmann MD, Sauter JL, Danilova L, Velculescu VE, Wolchok JD, Topalian SL, Brahmer JR, Pardoll DM, Cimino-Mathews A, Forde PM, Taube JM. Abstract LB-154: Pathologic features of response to neoadjuvant anti-PD-1 in resected non-small cell lung carcinoma (NSCLC): A proposal for quantitative immune-related pathologic response criteria (irPRC). Cancer Res 2018. [DOI: 10.1158/1538-7445.am2018-lb-154] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
There is great interest in using PD-(L)1 blockading drugs as neoadjuvant therapy for patients with resectable NSCLC. Early results demonstrated a 45% (9/20) major pathologic response (MPR) rate in patients with Stage I-III NSCLC after receiving nivolumab (NCT02259621). Major pathologic response (MPR) criteria were developed in the context of cytotoxic chemotherapy, defined as ≤10% residual viable tumor cells (RVT). The features of immune-mediated tumor regression following anti-PD-1 have yet to be described. We reviewed H&E-stained slides from resection specimens in 19 patients treated with neoadjuvant nivolumab [n=9 MPR, n=3 partial responders, n=7 non-responders (>70% RVT)] to identify histopathologic features of immune-mediated tumor regression. Specimens were assessed for immune characteristics (tumor infiltrating lymphocyte (TIL) and macrophage density, and presence/absence of, lymphoid aggregates, tertiary lymphoid structures (TLS), dense plasma cell infiltrates, neutrophils, giant cells, etc.) and non-immune features (necrosis, hemosiderin, hyalinized and proliferative fibrosis). We found that immune-mediated tumor regression is characterized by a fibroinflammatory stroma with features of (1) immune activation, including dense TIL and macrophages, TLS, and granulomas; (2) massive [tumor] cell death, including cholesterol clefts and giant cells; and (3) tissue repair, including neovascularization and proliferative fibrosis (each enriched in MPR vs. non-responders, Fisher's exact test p<0.05). An “outside-in” pattern of regression was noted, which has important implications for defining total tumor bed area. As such, we propose “Immune-Related Pathologic Response Criteria” (irPRC), with tumor bed defined by RVT + necrosis + surrounding fibroinflammatory stroma. The areas of each are summed across all slides to calculate %RVT (RVT area/tumor bed area). This differs from chemotherapy MPR criteria, where %RVT is determined for each slide and then averaged, and the distinct fibroinflammatory regression stroma and peripheral regression bed are not acknowledged. The surgical resection specimens were then evaluated by four independent pathologists blinded to response to assess inter-observer variability. Compared to %RVT using chemotherapy criteria, irPRC had improved inter-observer variability [median per-case %RVT variability 5% (0-29%) vs. 10% (0-58%), paired t test p=0.007] and a two-fold decrease in median standard deviation across pathologists within a sample (4.6 vs 2.2, F-test p=0.002). We propose irPRC to standardize pathologic assessment of immune-mediated tumor regression and immunotherapeutic efficacy. Long-term follow up is needed to determine the reliability of irPRC as a surrogate for clinical outcomes such as recurrence-free and overall survival.
Citation Format: Tricia R. Cottrell, Julie E. Stein, Jamie E. Chaft, Elizabeth D. Thompson, Natasha Rekhtman, Valsamo Anagnostou, Kellie N. Smith, Amy S. Duffield, Robert A. Anders, James M. Isbell, David R. Jones, Jonathan D. Cuda, Richard Battafarano, Stephen C. Yang, Peter B. Illei, Edward Gabrielson, Frederic Askin, Moises Velez, Matthew D. Hellmann, Jennifer L. Sauter, Ludmila Danilova, Victor E. Velculescu, Jedd D. Wolchok, Suzanne L. Topalian, Julie R. Brahmer, Drew M. Pardoll, Ashley Cimino-Mathews, Patrick M. Forde, Janis M. Taube. Pathologic features of response to neoadjuvant anti-PD-1 in resected non-small cell lung carcinoma (NSCLC): A proposal for quantitative immune-related pathologic response criteria (irPRC) [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2018;78(13 Suppl):Abstract nr LB-154.
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Affiliation(s)
- Tricia R. Cottrell
- 1Johns Hopkins Univ. School of Medicine, the Sidney-Kimmel Comprehensive Cancer Center, and Bloomberg~Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD
| | - Julie E. Stein
- 1Johns Hopkins Univ. School of Medicine, the Sidney-Kimmel Comprehensive Cancer Center, and Bloomberg~Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD
| | | | - Elizabeth D. Thompson
- 1Johns Hopkins Univ. School of Medicine, the Sidney-Kimmel Comprehensive Cancer Center, and Bloomberg~Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD
| | | | - Valsamo Anagnostou
- 1Johns Hopkins Univ. School of Medicine, the Sidney-Kimmel Comprehensive Cancer Center, and Bloomberg~Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD
| | - Kellie N. Smith
- 1Johns Hopkins Univ. School of Medicine, the Sidney-Kimmel Comprehensive Cancer Center, and Bloomberg~Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD
| | - Amy S. Duffield
- 1Johns Hopkins Univ. School of Medicine, the Sidney-Kimmel Comprehensive Cancer Center, and Bloomberg~Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD
| | - Robert A. Anders
- 1Johns Hopkins Univ. School of Medicine, the Sidney-Kimmel Comprehensive Cancer Center, and Bloomberg~Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD
| | | | | | - Jonathan D. Cuda
- 1Johns Hopkins Univ. School of Medicine, the Sidney-Kimmel Comprehensive Cancer Center, and Bloomberg~Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD
| | - Richard Battafarano
- 1Johns Hopkins Univ. School of Medicine, the Sidney-Kimmel Comprehensive Cancer Center, and Bloomberg~Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD
| | - Stephen C. Yang
- 1Johns Hopkins Univ. School of Medicine, the Sidney-Kimmel Comprehensive Cancer Center, and Bloomberg~Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD
| | - Peter B. Illei
- 1Johns Hopkins Univ. School of Medicine, the Sidney-Kimmel Comprehensive Cancer Center, and Bloomberg~Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD
| | - Edward Gabrielson
- 1Johns Hopkins Univ. School of Medicine, the Sidney-Kimmel Comprehensive Cancer Center, and Bloomberg~Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD
| | - Frederic Askin
- 1Johns Hopkins Univ. School of Medicine, the Sidney-Kimmel Comprehensive Cancer Center, and Bloomberg~Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD
| | - Moises Velez
- 2Memorial Sloan Kettering Cancer Center, New York, NY
| | | | | | - Ludmila Danilova
- 1Johns Hopkins Univ. School of Medicine, the Sidney-Kimmel Comprehensive Cancer Center, and Bloomberg~Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD
| | - Victor E. Velculescu
- 1Johns Hopkins Univ. School of Medicine, the Sidney-Kimmel Comprehensive Cancer Center, and Bloomberg~Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD
| | | | - Suzanne L. Topalian
- 1Johns Hopkins Univ. School of Medicine, the Sidney-Kimmel Comprehensive Cancer Center, and Bloomberg~Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD
| | - Julie R. Brahmer
- 1Johns Hopkins Univ. School of Medicine, the Sidney-Kimmel Comprehensive Cancer Center, and Bloomberg~Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD
| | - Drew M. Pardoll
- 1Johns Hopkins Univ. School of Medicine, the Sidney-Kimmel Comprehensive Cancer Center, and Bloomberg~Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD
| | - Ashley Cimino-Mathews
- 1Johns Hopkins Univ. School of Medicine, the Sidney-Kimmel Comprehensive Cancer Center, and Bloomberg~Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD
| | - Patrick M. Forde
- 1Johns Hopkins Univ. School of Medicine, the Sidney-Kimmel Comprehensive Cancer Center, and Bloomberg~Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD
| | - Janis M. Taube
- 1Johns Hopkins Univ. School of Medicine, the Sidney-Kimmel Comprehensive Cancer Center, and Bloomberg~Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD
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Danilova L, Anagnostou V, Caushi JX, Sidhom JW, Guo H, Chan HY, Suri P, Tam A, Zhang J, Asmar ME, Marrone KA, Naidoo J, Brahmer JR, Forde PM, Baras AS, Cope L, Velculescu VE, Pardoll DM, Housseau F, Smith KN. The Mutation-Associated Neoantigen Functional Expansion of Specific T Cells (MANAFEST) Assay: A Sensitive Platform for Monitoring Antitumor Immunity. Cancer Immunol Res 2018; 6:888-899. [PMID: 29895573 DOI: 10.1158/2326-6066.cir-18-0129] [Citation(s) in RCA: 94] [Impact Index Per Article: 15.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2018] [Revised: 04/12/2018] [Accepted: 06/04/2018] [Indexed: 12/13/2022]
Abstract
Mutation-associated neoantigens (MANA) are a target of antitumor T-cell immunity. Sensitive, simple, and standardized assays are needed to assess the repertoire of functional MANA-specific T cells in oncology. Assays analyzing in vitro cytokine production such as ELISpot and intracellular cytokine staining have been useful but have limited sensitivity in assessing tumor-specific T-cell responses and do not analyze antigen-specific T-cell repertoires. The FEST (Functional Expansion of Specific T cells) assay described herein integrates T-cell receptor sequencing of short-term, peptide-stimulated cultures with a bioinformatic platform to identify antigen-specific clonotypic amplifications. This assay can be adapted for all types of antigens, including MANAs via tumor exome-guided prediction of MANAs. Following in vitro identification by the MANAFEST assay, the MANA-specific CDR3 sequence can be used as a molecular barcode to detect and monitor the dynamics of these clonotypes in blood, tumor, and normal tissue of patients receiving immunotherapy. MANAFEST is compatible with high-throughput routine clinical and lab practices. Cancer Immunol Res; 6(8); 888-99. ©2018 AACR.
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Affiliation(s)
- Ludmila Danilova
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland.,The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.,Vavilov Institute of General Genetics, Russian Academy of Sciences, Moscow, Russia
| | - Valsamo Anagnostou
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland.,The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Justina X Caushi
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland.,The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - John-William Sidhom
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland.,The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Haidan Guo
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland.,The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Hok Yee Chan
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland.,The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Prerna Suri
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland.,The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Ada Tam
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland.,The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Jiajia Zhang
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland.,The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Margueritta El Asmar
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland.,The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Kristen A Marrone
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland.,The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Jarushka Naidoo
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland.,The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Julie R Brahmer
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland.,The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Patrick M Forde
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland.,The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Alexander S Baras
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland.,The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.,Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Leslie Cope
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland.,The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Victor E Velculescu
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland.,The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Drew M Pardoll
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland.,The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Franck Housseau
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland.,The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Kellie N Smith
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland. .,The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
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Forde PM, Chaft JE, Smith KN, Anagnostou V, Cottrell TR, Hellmann MD, Zahurak M, Yang SC, Jones DR, Broderick S, Battafarano RJ, Velez MJ, Rekhtman N, Olah Z, Naidoo J, Marrone KA, Verde F, Guo H, Zhang J, Caushi JX, Chan HY, Sidhom JW, Scharpf RB, White J, Gabrielson E, Wang H, Rosner GL, Rusch V, Wolchok JD, Merghoub T, Taube JM, Velculescu VE, Topalian SL, Brahmer JR, Pardoll DM. Neoadjuvant PD-1 Blockade in Resectable Lung Cancer. N Engl J Med 2018; 378:1976-1986. [PMID: 29658848 PMCID: PMC6223617 DOI: 10.1056/nejmoa1716078] [Citation(s) in RCA: 1251] [Impact Index Per Article: 208.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
BACKGROUND Antibodies that block programmed death 1 (PD-1) protein improve survival in patients with advanced non-small-cell lung cancer (NSCLC) but have not been tested in resectable NSCLC, a condition in which little progress has been made during the past decade. METHODS In this pilot study, we administered two preoperative doses of PD-1 inhibitor nivolumab in adults with untreated, surgically resectable early (stage I, II, or IIIA) NSCLC. Nivolumab (at a dose of 3 mg per kilogram of body weight) was administered intravenously every 2 weeks, with surgery planned approximately 4 weeks after the first dose. The primary end points of the study were safety and feasibility. We also evaluated the tumor pathological response, expression of programmed death ligand 1 (PD-L1), mutational burden, and mutation-associated, neoantigen-specific T-cell responses. RESULTS Neoadjuvant nivolumab had an acceptable side-effect profile and was not associated with delays in surgery. Of the 21 tumors that were removed, 20 were completely resected. A major pathological response occurred in 9 of 20 resected tumors (45%). Responses occurred in both PD-L1-positive and PD-L1-negative tumors. There was a significant correlation between the pathological response and the pretreatment tumor mutational burden. The number of T-cell clones that were found in both the tumor and peripheral blood increased systemically after PD-1 blockade in eight of nine patients who were evaluated. Mutation-associated, neoantigen-specific T-cell clones from a primary tumor with a complete response on pathological assessment rapidly expanded in peripheral blood at 2 to 4 weeks after treatment; some of these clones were not detected before the administration of nivolumab. CONCLUSIONS Neoadjuvant nivolumab was associated with few side effects, did not delay surgery, and induced a major pathological response in 45% of resected tumors. The tumor mutational burden was predictive of the pathological response to PD-1 blockade. Treatment induced expansion of mutation-associated, neoantigen-specific T-cell clones in peripheral blood. (Funded by Cancer Research Institute-Stand Up 2 Cancer and others; ClinicalTrials.gov number, NCT02259621 .).
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Affiliation(s)
- Patrick M Forde
- From the Bloomberg-Kimmel Institute for Cancer Immunotherapy and the Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (P.M.F., K.N.S., V.A., T.R.C., M.Z., S.C.Y., S.B., R.J.B., J.N., K.A.M., F.V., H.G., J.Z., J.X.C., H.Y.C., J.-W.S., R.B.S., J.W., E.G., H.W., G.L.R., J.M.T., V.E.V., S.L.T., J.R.B., D.M.P.); Memorial Sloan Kettering Cancer Center and Weill Cornell Medicine (J.E.C., M.D.H., D.R.J., M.J.V., N.R., Z.O., V.R., J.D.W., T.M.) and the Ludwig Collaborative (J.D.W., T.M.) - all in New York; the Parker Institute for Cancer Immunotherapy, San Francisco (J.D.W., T.M.); and Swim Across America Laboratory, Charlotte, NC (J.D.W., T.M.)
| | - Jamie E Chaft
- From the Bloomberg-Kimmel Institute for Cancer Immunotherapy and the Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (P.M.F., K.N.S., V.A., T.R.C., M.Z., S.C.Y., S.B., R.J.B., J.N., K.A.M., F.V., H.G., J.Z., J.X.C., H.Y.C., J.-W.S., R.B.S., J.W., E.G., H.W., G.L.R., J.M.T., V.E.V., S.L.T., J.R.B., D.M.P.); Memorial Sloan Kettering Cancer Center and Weill Cornell Medicine (J.E.C., M.D.H., D.R.J., M.J.V., N.R., Z.O., V.R., J.D.W., T.M.) and the Ludwig Collaborative (J.D.W., T.M.) - all in New York; the Parker Institute for Cancer Immunotherapy, San Francisco (J.D.W., T.M.); and Swim Across America Laboratory, Charlotte, NC (J.D.W., T.M.)
| | - Kellie N Smith
- From the Bloomberg-Kimmel Institute for Cancer Immunotherapy and the Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (P.M.F., K.N.S., V.A., T.R.C., M.Z., S.C.Y., S.B., R.J.B., J.N., K.A.M., F.V., H.G., J.Z., J.X.C., H.Y.C., J.-W.S., R.B.S., J.W., E.G., H.W., G.L.R., J.M.T., V.E.V., S.L.T., J.R.B., D.M.P.); Memorial Sloan Kettering Cancer Center and Weill Cornell Medicine (J.E.C., M.D.H., D.R.J., M.J.V., N.R., Z.O., V.R., J.D.W., T.M.) and the Ludwig Collaborative (J.D.W., T.M.) - all in New York; the Parker Institute for Cancer Immunotherapy, San Francisco (J.D.W., T.M.); and Swim Across America Laboratory, Charlotte, NC (J.D.W., T.M.)
| | - Valsamo Anagnostou
- From the Bloomberg-Kimmel Institute for Cancer Immunotherapy and the Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (P.M.F., K.N.S., V.A., T.R.C., M.Z., S.C.Y., S.B., R.J.B., J.N., K.A.M., F.V., H.G., J.Z., J.X.C., H.Y.C., J.-W.S., R.B.S., J.W., E.G., H.W., G.L.R., J.M.T., V.E.V., S.L.T., J.R.B., D.M.P.); Memorial Sloan Kettering Cancer Center and Weill Cornell Medicine (J.E.C., M.D.H., D.R.J., M.J.V., N.R., Z.O., V.R., J.D.W., T.M.) and the Ludwig Collaborative (J.D.W., T.M.) - all in New York; the Parker Institute for Cancer Immunotherapy, San Francisco (J.D.W., T.M.); and Swim Across America Laboratory, Charlotte, NC (J.D.W., T.M.)
| | - Tricia R Cottrell
- From the Bloomberg-Kimmel Institute for Cancer Immunotherapy and the Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (P.M.F., K.N.S., V.A., T.R.C., M.Z., S.C.Y., S.B., R.J.B., J.N., K.A.M., F.V., H.G., J.Z., J.X.C., H.Y.C., J.-W.S., R.B.S., J.W., E.G., H.W., G.L.R., J.M.T., V.E.V., S.L.T., J.R.B., D.M.P.); Memorial Sloan Kettering Cancer Center and Weill Cornell Medicine (J.E.C., M.D.H., D.R.J., M.J.V., N.R., Z.O., V.R., J.D.W., T.M.) and the Ludwig Collaborative (J.D.W., T.M.) - all in New York; the Parker Institute for Cancer Immunotherapy, San Francisco (J.D.W., T.M.); and Swim Across America Laboratory, Charlotte, NC (J.D.W., T.M.)
| | - Matthew D Hellmann
- From the Bloomberg-Kimmel Institute for Cancer Immunotherapy and the Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (P.M.F., K.N.S., V.A., T.R.C., M.Z., S.C.Y., S.B., R.J.B., J.N., K.A.M., F.V., H.G., J.Z., J.X.C., H.Y.C., J.-W.S., R.B.S., J.W., E.G., H.W., G.L.R., J.M.T., V.E.V., S.L.T., J.R.B., D.M.P.); Memorial Sloan Kettering Cancer Center and Weill Cornell Medicine (J.E.C., M.D.H., D.R.J., M.J.V., N.R., Z.O., V.R., J.D.W., T.M.) and the Ludwig Collaborative (J.D.W., T.M.) - all in New York; the Parker Institute for Cancer Immunotherapy, San Francisco (J.D.W., T.M.); and Swim Across America Laboratory, Charlotte, NC (J.D.W., T.M.)
| | - Marianna Zahurak
- From the Bloomberg-Kimmel Institute for Cancer Immunotherapy and the Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (P.M.F., K.N.S., V.A., T.R.C., M.Z., S.C.Y., S.B., R.J.B., J.N., K.A.M., F.V., H.G., J.Z., J.X.C., H.Y.C., J.-W.S., R.B.S., J.W., E.G., H.W., G.L.R., J.M.T., V.E.V., S.L.T., J.R.B., D.M.P.); Memorial Sloan Kettering Cancer Center and Weill Cornell Medicine (J.E.C., M.D.H., D.R.J., M.J.V., N.R., Z.O., V.R., J.D.W., T.M.) and the Ludwig Collaborative (J.D.W., T.M.) - all in New York; the Parker Institute for Cancer Immunotherapy, San Francisco (J.D.W., T.M.); and Swim Across America Laboratory, Charlotte, NC (J.D.W., T.M.)
| | - Stephen C Yang
- From the Bloomberg-Kimmel Institute for Cancer Immunotherapy and the Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (P.M.F., K.N.S., V.A., T.R.C., M.Z., S.C.Y., S.B., R.J.B., J.N., K.A.M., F.V., H.G., J.Z., J.X.C., H.Y.C., J.-W.S., R.B.S., J.W., E.G., H.W., G.L.R., J.M.T., V.E.V., S.L.T., J.R.B., D.M.P.); Memorial Sloan Kettering Cancer Center and Weill Cornell Medicine (J.E.C., M.D.H., D.R.J., M.J.V., N.R., Z.O., V.R., J.D.W., T.M.) and the Ludwig Collaborative (J.D.W., T.M.) - all in New York; the Parker Institute for Cancer Immunotherapy, San Francisco (J.D.W., T.M.); and Swim Across America Laboratory, Charlotte, NC (J.D.W., T.M.)
| | - David R Jones
- From the Bloomberg-Kimmel Institute for Cancer Immunotherapy and the Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (P.M.F., K.N.S., V.A., T.R.C., M.Z., S.C.Y., S.B., R.J.B., J.N., K.A.M., F.V., H.G., J.Z., J.X.C., H.Y.C., J.-W.S., R.B.S., J.W., E.G., H.W., G.L.R., J.M.T., V.E.V., S.L.T., J.R.B., D.M.P.); Memorial Sloan Kettering Cancer Center and Weill Cornell Medicine (J.E.C., M.D.H., D.R.J., M.J.V., N.R., Z.O., V.R., J.D.W., T.M.) and the Ludwig Collaborative (J.D.W., T.M.) - all in New York; the Parker Institute for Cancer Immunotherapy, San Francisco (J.D.W., T.M.); and Swim Across America Laboratory, Charlotte, NC (J.D.W., T.M.)
| | - Stephen Broderick
- From the Bloomberg-Kimmel Institute for Cancer Immunotherapy and the Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (P.M.F., K.N.S., V.A., T.R.C., M.Z., S.C.Y., S.B., R.J.B., J.N., K.A.M., F.V., H.G., J.Z., J.X.C., H.Y.C., J.-W.S., R.B.S., J.W., E.G., H.W., G.L.R., J.M.T., V.E.V., S.L.T., J.R.B., D.M.P.); Memorial Sloan Kettering Cancer Center and Weill Cornell Medicine (J.E.C., M.D.H., D.R.J., M.J.V., N.R., Z.O., V.R., J.D.W., T.M.) and the Ludwig Collaborative (J.D.W., T.M.) - all in New York; the Parker Institute for Cancer Immunotherapy, San Francisco (J.D.W., T.M.); and Swim Across America Laboratory, Charlotte, NC (J.D.W., T.M.)
| | - Richard J Battafarano
- From the Bloomberg-Kimmel Institute for Cancer Immunotherapy and the Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (P.M.F., K.N.S., V.A., T.R.C., M.Z., S.C.Y., S.B., R.J.B., J.N., K.A.M., F.V., H.G., J.Z., J.X.C., H.Y.C., J.-W.S., R.B.S., J.W., E.G., H.W., G.L.R., J.M.T., V.E.V., S.L.T., J.R.B., D.M.P.); Memorial Sloan Kettering Cancer Center and Weill Cornell Medicine (J.E.C., M.D.H., D.R.J., M.J.V., N.R., Z.O., V.R., J.D.W., T.M.) and the Ludwig Collaborative (J.D.W., T.M.) - all in New York; the Parker Institute for Cancer Immunotherapy, San Francisco (J.D.W., T.M.); and Swim Across America Laboratory, Charlotte, NC (J.D.W., T.M.)
| | - Moises J Velez
- From the Bloomberg-Kimmel Institute for Cancer Immunotherapy and the Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (P.M.F., K.N.S., V.A., T.R.C., M.Z., S.C.Y., S.B., R.J.B., J.N., K.A.M., F.V., H.G., J.Z., J.X.C., H.Y.C., J.-W.S., R.B.S., J.W., E.G., H.W., G.L.R., J.M.T., V.E.V., S.L.T., J.R.B., D.M.P.); Memorial Sloan Kettering Cancer Center and Weill Cornell Medicine (J.E.C., M.D.H., D.R.J., M.J.V., N.R., Z.O., V.R., J.D.W., T.M.) and the Ludwig Collaborative (J.D.W., T.M.) - all in New York; the Parker Institute for Cancer Immunotherapy, San Francisco (J.D.W., T.M.); and Swim Across America Laboratory, Charlotte, NC (J.D.W., T.M.)
| | - Natasha Rekhtman
- From the Bloomberg-Kimmel Institute for Cancer Immunotherapy and the Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (P.M.F., K.N.S., V.A., T.R.C., M.Z., S.C.Y., S.B., R.J.B., J.N., K.A.M., F.V., H.G., J.Z., J.X.C., H.Y.C., J.-W.S., R.B.S., J.W., E.G., H.W., G.L.R., J.M.T., V.E.V., S.L.T., J.R.B., D.M.P.); Memorial Sloan Kettering Cancer Center and Weill Cornell Medicine (J.E.C., M.D.H., D.R.J., M.J.V., N.R., Z.O., V.R., J.D.W., T.M.) and the Ludwig Collaborative (J.D.W., T.M.) - all in New York; the Parker Institute for Cancer Immunotherapy, San Francisco (J.D.W., T.M.); and Swim Across America Laboratory, Charlotte, NC (J.D.W., T.M.)
| | - Zachary Olah
- From the Bloomberg-Kimmel Institute for Cancer Immunotherapy and the Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (P.M.F., K.N.S., V.A., T.R.C., M.Z., S.C.Y., S.B., R.J.B., J.N., K.A.M., F.V., H.G., J.Z., J.X.C., H.Y.C., J.-W.S., R.B.S., J.W., E.G., H.W., G.L.R., J.M.T., V.E.V., S.L.T., J.R.B., D.M.P.); Memorial Sloan Kettering Cancer Center and Weill Cornell Medicine (J.E.C., M.D.H., D.R.J., M.J.V., N.R., Z.O., V.R., J.D.W., T.M.) and the Ludwig Collaborative (J.D.W., T.M.) - all in New York; the Parker Institute for Cancer Immunotherapy, San Francisco (J.D.W., T.M.); and Swim Across America Laboratory, Charlotte, NC (J.D.W., T.M.)
| | - Jarushka Naidoo
- From the Bloomberg-Kimmel Institute for Cancer Immunotherapy and the Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (P.M.F., K.N.S., V.A., T.R.C., M.Z., S.C.Y., S.B., R.J.B., J.N., K.A.M., F.V., H.G., J.Z., J.X.C., H.Y.C., J.-W.S., R.B.S., J.W., E.G., H.W., G.L.R., J.M.T., V.E.V., S.L.T., J.R.B., D.M.P.); Memorial Sloan Kettering Cancer Center and Weill Cornell Medicine (J.E.C., M.D.H., D.R.J., M.J.V., N.R., Z.O., V.R., J.D.W., T.M.) and the Ludwig Collaborative (J.D.W., T.M.) - all in New York; the Parker Institute for Cancer Immunotherapy, San Francisco (J.D.W., T.M.); and Swim Across America Laboratory, Charlotte, NC (J.D.W., T.M.)
| | - Kristen A Marrone
- From the Bloomberg-Kimmel Institute for Cancer Immunotherapy and the Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (P.M.F., K.N.S., V.A., T.R.C., M.Z., S.C.Y., S.B., R.J.B., J.N., K.A.M., F.V., H.G., J.Z., J.X.C., H.Y.C., J.-W.S., R.B.S., J.W., E.G., H.W., G.L.R., J.M.T., V.E.V., S.L.T., J.R.B., D.M.P.); Memorial Sloan Kettering Cancer Center and Weill Cornell Medicine (J.E.C., M.D.H., D.R.J., M.J.V., N.R., Z.O., V.R., J.D.W., T.M.) and the Ludwig Collaborative (J.D.W., T.M.) - all in New York; the Parker Institute for Cancer Immunotherapy, San Francisco (J.D.W., T.M.); and Swim Across America Laboratory, Charlotte, NC (J.D.W., T.M.)
| | - Franco Verde
- From the Bloomberg-Kimmel Institute for Cancer Immunotherapy and the Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (P.M.F., K.N.S., V.A., T.R.C., M.Z., S.C.Y., S.B., R.J.B., J.N., K.A.M., F.V., H.G., J.Z., J.X.C., H.Y.C., J.-W.S., R.B.S., J.W., E.G., H.W., G.L.R., J.M.T., V.E.V., S.L.T., J.R.B., D.M.P.); Memorial Sloan Kettering Cancer Center and Weill Cornell Medicine (J.E.C., M.D.H., D.R.J., M.J.V., N.R., Z.O., V.R., J.D.W., T.M.) and the Ludwig Collaborative (J.D.W., T.M.) - all in New York; the Parker Institute for Cancer Immunotherapy, San Francisco (J.D.W., T.M.); and Swim Across America Laboratory, Charlotte, NC (J.D.W., T.M.)
| | - Haidan Guo
- From the Bloomberg-Kimmel Institute for Cancer Immunotherapy and the Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (P.M.F., K.N.S., V.A., T.R.C., M.Z., S.C.Y., S.B., R.J.B., J.N., K.A.M., F.V., H.G., J.Z., J.X.C., H.Y.C., J.-W.S., R.B.S., J.W., E.G., H.W., G.L.R., J.M.T., V.E.V., S.L.T., J.R.B., D.M.P.); Memorial Sloan Kettering Cancer Center and Weill Cornell Medicine (J.E.C., M.D.H., D.R.J., M.J.V., N.R., Z.O., V.R., J.D.W., T.M.) and the Ludwig Collaborative (J.D.W., T.M.) - all in New York; the Parker Institute for Cancer Immunotherapy, San Francisco (J.D.W., T.M.); and Swim Across America Laboratory, Charlotte, NC (J.D.W., T.M.)
| | - Jiajia Zhang
- From the Bloomberg-Kimmel Institute for Cancer Immunotherapy and the Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (P.M.F., K.N.S., V.A., T.R.C., M.Z., S.C.Y., S.B., R.J.B., J.N., K.A.M., F.V., H.G., J.Z., J.X.C., H.Y.C., J.-W.S., R.B.S., J.W., E.G., H.W., G.L.R., J.M.T., V.E.V., S.L.T., J.R.B., D.M.P.); Memorial Sloan Kettering Cancer Center and Weill Cornell Medicine (J.E.C., M.D.H., D.R.J., M.J.V., N.R., Z.O., V.R., J.D.W., T.M.) and the Ludwig Collaborative (J.D.W., T.M.) - all in New York; the Parker Institute for Cancer Immunotherapy, San Francisco (J.D.W., T.M.); and Swim Across America Laboratory, Charlotte, NC (J.D.W., T.M.)
| | - Justina X Caushi
- From the Bloomberg-Kimmel Institute for Cancer Immunotherapy and the Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (P.M.F., K.N.S., V.A., T.R.C., M.Z., S.C.Y., S.B., R.J.B., J.N., K.A.M., F.V., H.G., J.Z., J.X.C., H.Y.C., J.-W.S., R.B.S., J.W., E.G., H.W., G.L.R., J.M.T., V.E.V., S.L.T., J.R.B., D.M.P.); Memorial Sloan Kettering Cancer Center and Weill Cornell Medicine (J.E.C., M.D.H., D.R.J., M.J.V., N.R., Z.O., V.R., J.D.W., T.M.) and the Ludwig Collaborative (J.D.W., T.M.) - all in New York; the Parker Institute for Cancer Immunotherapy, San Francisco (J.D.W., T.M.); and Swim Across America Laboratory, Charlotte, NC (J.D.W., T.M.)
| | - Hok Yee Chan
- From the Bloomberg-Kimmel Institute for Cancer Immunotherapy and the Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (P.M.F., K.N.S., V.A., T.R.C., M.Z., S.C.Y., S.B., R.J.B., J.N., K.A.M., F.V., H.G., J.Z., J.X.C., H.Y.C., J.-W.S., R.B.S., J.W., E.G., H.W., G.L.R., J.M.T., V.E.V., S.L.T., J.R.B., D.M.P.); Memorial Sloan Kettering Cancer Center and Weill Cornell Medicine (J.E.C., M.D.H., D.R.J., M.J.V., N.R., Z.O., V.R., J.D.W., T.M.) and the Ludwig Collaborative (J.D.W., T.M.) - all in New York; the Parker Institute for Cancer Immunotherapy, San Francisco (J.D.W., T.M.); and Swim Across America Laboratory, Charlotte, NC (J.D.W., T.M.)
| | - John-William Sidhom
- From the Bloomberg-Kimmel Institute for Cancer Immunotherapy and the Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (P.M.F., K.N.S., V.A., T.R.C., M.Z., S.C.Y., S.B., R.J.B., J.N., K.A.M., F.V., H.G., J.Z., J.X.C., H.Y.C., J.-W.S., R.B.S., J.W., E.G., H.W., G.L.R., J.M.T., V.E.V., S.L.T., J.R.B., D.M.P.); Memorial Sloan Kettering Cancer Center and Weill Cornell Medicine (J.E.C., M.D.H., D.R.J., M.J.V., N.R., Z.O., V.R., J.D.W., T.M.) and the Ludwig Collaborative (J.D.W., T.M.) - all in New York; the Parker Institute for Cancer Immunotherapy, San Francisco (J.D.W., T.M.); and Swim Across America Laboratory, Charlotte, NC (J.D.W., T.M.)
| | - Robert B Scharpf
- From the Bloomberg-Kimmel Institute for Cancer Immunotherapy and the Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (P.M.F., K.N.S., V.A., T.R.C., M.Z., S.C.Y., S.B., R.J.B., J.N., K.A.M., F.V., H.G., J.Z., J.X.C., H.Y.C., J.-W.S., R.B.S., J.W., E.G., H.W., G.L.R., J.M.T., V.E.V., S.L.T., J.R.B., D.M.P.); Memorial Sloan Kettering Cancer Center and Weill Cornell Medicine (J.E.C., M.D.H., D.R.J., M.J.V., N.R., Z.O., V.R., J.D.W., T.M.) and the Ludwig Collaborative (J.D.W., T.M.) - all in New York; the Parker Institute for Cancer Immunotherapy, San Francisco (J.D.W., T.M.); and Swim Across America Laboratory, Charlotte, NC (J.D.W., T.M.)
| | - James White
- From the Bloomberg-Kimmel Institute for Cancer Immunotherapy and the Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (P.M.F., K.N.S., V.A., T.R.C., M.Z., S.C.Y., S.B., R.J.B., J.N., K.A.M., F.V., H.G., J.Z., J.X.C., H.Y.C., J.-W.S., R.B.S., J.W., E.G., H.W., G.L.R., J.M.T., V.E.V., S.L.T., J.R.B., D.M.P.); Memorial Sloan Kettering Cancer Center and Weill Cornell Medicine (J.E.C., M.D.H., D.R.J., M.J.V., N.R., Z.O., V.R., J.D.W., T.M.) and the Ludwig Collaborative (J.D.W., T.M.) - all in New York; the Parker Institute for Cancer Immunotherapy, San Francisco (J.D.W., T.M.); and Swim Across America Laboratory, Charlotte, NC (J.D.W., T.M.)
| | - Edward Gabrielson
- From the Bloomberg-Kimmel Institute for Cancer Immunotherapy and the Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (P.M.F., K.N.S., V.A., T.R.C., M.Z., S.C.Y., S.B., R.J.B., J.N., K.A.M., F.V., H.G., J.Z., J.X.C., H.Y.C., J.-W.S., R.B.S., J.W., E.G., H.W., G.L.R., J.M.T., V.E.V., S.L.T., J.R.B., D.M.P.); Memorial Sloan Kettering Cancer Center and Weill Cornell Medicine (J.E.C., M.D.H., D.R.J., M.J.V., N.R., Z.O., V.R., J.D.W., T.M.) and the Ludwig Collaborative (J.D.W., T.M.) - all in New York; the Parker Institute for Cancer Immunotherapy, San Francisco (J.D.W., T.M.); and Swim Across America Laboratory, Charlotte, NC (J.D.W., T.M.)
| | - Hao Wang
- From the Bloomberg-Kimmel Institute for Cancer Immunotherapy and the Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (P.M.F., K.N.S., V.A., T.R.C., M.Z., S.C.Y., S.B., R.J.B., J.N., K.A.M., F.V., H.G., J.Z., J.X.C., H.Y.C., J.-W.S., R.B.S., J.W., E.G., H.W., G.L.R., J.M.T., V.E.V., S.L.T., J.R.B., D.M.P.); Memorial Sloan Kettering Cancer Center and Weill Cornell Medicine (J.E.C., M.D.H., D.R.J., M.J.V., N.R., Z.O., V.R., J.D.W., T.M.) and the Ludwig Collaborative (J.D.W., T.M.) - all in New York; the Parker Institute for Cancer Immunotherapy, San Francisco (J.D.W., T.M.); and Swim Across America Laboratory, Charlotte, NC (J.D.W., T.M.)
| | - Gary L Rosner
- From the Bloomberg-Kimmel Institute for Cancer Immunotherapy and the Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (P.M.F., K.N.S., V.A., T.R.C., M.Z., S.C.Y., S.B., R.J.B., J.N., K.A.M., F.V., H.G., J.Z., J.X.C., H.Y.C., J.-W.S., R.B.S., J.W., E.G., H.W., G.L.R., J.M.T., V.E.V., S.L.T., J.R.B., D.M.P.); Memorial Sloan Kettering Cancer Center and Weill Cornell Medicine (J.E.C., M.D.H., D.R.J., M.J.V., N.R., Z.O., V.R., J.D.W., T.M.) and the Ludwig Collaborative (J.D.W., T.M.) - all in New York; the Parker Institute for Cancer Immunotherapy, San Francisco (J.D.W., T.M.); and Swim Across America Laboratory, Charlotte, NC (J.D.W., T.M.)
| | - Valerie Rusch
- From the Bloomberg-Kimmel Institute for Cancer Immunotherapy and the Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (P.M.F., K.N.S., V.A., T.R.C., M.Z., S.C.Y., S.B., R.J.B., J.N., K.A.M., F.V., H.G., J.Z., J.X.C., H.Y.C., J.-W.S., R.B.S., J.W., E.G., H.W., G.L.R., J.M.T., V.E.V., S.L.T., J.R.B., D.M.P.); Memorial Sloan Kettering Cancer Center and Weill Cornell Medicine (J.E.C., M.D.H., D.R.J., M.J.V., N.R., Z.O., V.R., J.D.W., T.M.) and the Ludwig Collaborative (J.D.W., T.M.) - all in New York; the Parker Institute for Cancer Immunotherapy, San Francisco (J.D.W., T.M.); and Swim Across America Laboratory, Charlotte, NC (J.D.W., T.M.)
| | - Jedd D Wolchok
- From the Bloomberg-Kimmel Institute for Cancer Immunotherapy and the Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (P.M.F., K.N.S., V.A., T.R.C., M.Z., S.C.Y., S.B., R.J.B., J.N., K.A.M., F.V., H.G., J.Z., J.X.C., H.Y.C., J.-W.S., R.B.S., J.W., E.G., H.W., G.L.R., J.M.T., V.E.V., S.L.T., J.R.B., D.M.P.); Memorial Sloan Kettering Cancer Center and Weill Cornell Medicine (J.E.C., M.D.H., D.R.J., M.J.V., N.R., Z.O., V.R., J.D.W., T.M.) and the Ludwig Collaborative (J.D.W., T.M.) - all in New York; the Parker Institute for Cancer Immunotherapy, San Francisco (J.D.W., T.M.); and Swim Across America Laboratory, Charlotte, NC (J.D.W., T.M.)
| | - Taha Merghoub
- From the Bloomberg-Kimmel Institute for Cancer Immunotherapy and the Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (P.M.F., K.N.S., V.A., T.R.C., M.Z., S.C.Y., S.B., R.J.B., J.N., K.A.M., F.V., H.G., J.Z., J.X.C., H.Y.C., J.-W.S., R.B.S., J.W., E.G., H.W., G.L.R., J.M.T., V.E.V., S.L.T., J.R.B., D.M.P.); Memorial Sloan Kettering Cancer Center and Weill Cornell Medicine (J.E.C., M.D.H., D.R.J., M.J.V., N.R., Z.O., V.R., J.D.W., T.M.) and the Ludwig Collaborative (J.D.W., T.M.) - all in New York; the Parker Institute for Cancer Immunotherapy, San Francisco (J.D.W., T.M.); and Swim Across America Laboratory, Charlotte, NC (J.D.W., T.M.)
| | - Janis M Taube
- From the Bloomberg-Kimmel Institute for Cancer Immunotherapy and the Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (P.M.F., K.N.S., V.A., T.R.C., M.Z., S.C.Y., S.B., R.J.B., J.N., K.A.M., F.V., H.G., J.Z., J.X.C., H.Y.C., J.-W.S., R.B.S., J.W., E.G., H.W., G.L.R., J.M.T., V.E.V., S.L.T., J.R.B., D.M.P.); Memorial Sloan Kettering Cancer Center and Weill Cornell Medicine (J.E.C., M.D.H., D.R.J., M.J.V., N.R., Z.O., V.R., J.D.W., T.M.) and the Ludwig Collaborative (J.D.W., T.M.) - all in New York; the Parker Institute for Cancer Immunotherapy, San Francisco (J.D.W., T.M.); and Swim Across America Laboratory, Charlotte, NC (J.D.W., T.M.)
| | - Victor E Velculescu
- From the Bloomberg-Kimmel Institute for Cancer Immunotherapy and the Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (P.M.F., K.N.S., V.A., T.R.C., M.Z., S.C.Y., S.B., R.J.B., J.N., K.A.M., F.V., H.G., J.Z., J.X.C., H.Y.C., J.-W.S., R.B.S., J.W., E.G., H.W., G.L.R., J.M.T., V.E.V., S.L.T., J.R.B., D.M.P.); Memorial Sloan Kettering Cancer Center and Weill Cornell Medicine (J.E.C., M.D.H., D.R.J., M.J.V., N.R., Z.O., V.R., J.D.W., T.M.) and the Ludwig Collaborative (J.D.W., T.M.) - all in New York; the Parker Institute for Cancer Immunotherapy, San Francisco (J.D.W., T.M.); and Swim Across America Laboratory, Charlotte, NC (J.D.W., T.M.)
| | - Suzanne L Topalian
- From the Bloomberg-Kimmel Institute for Cancer Immunotherapy and the Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (P.M.F., K.N.S., V.A., T.R.C., M.Z., S.C.Y., S.B., R.J.B., J.N., K.A.M., F.V., H.G., J.Z., J.X.C., H.Y.C., J.-W.S., R.B.S., J.W., E.G., H.W., G.L.R., J.M.T., V.E.V., S.L.T., J.R.B., D.M.P.); Memorial Sloan Kettering Cancer Center and Weill Cornell Medicine (J.E.C., M.D.H., D.R.J., M.J.V., N.R., Z.O., V.R., J.D.W., T.M.) and the Ludwig Collaborative (J.D.W., T.M.) - all in New York; the Parker Institute for Cancer Immunotherapy, San Francisco (J.D.W., T.M.); and Swim Across America Laboratory, Charlotte, NC (J.D.W., T.M.)
| | - Julie R Brahmer
- From the Bloomberg-Kimmel Institute for Cancer Immunotherapy and the Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (P.M.F., K.N.S., V.A., T.R.C., M.Z., S.C.Y., S.B., R.J.B., J.N., K.A.M., F.V., H.G., J.Z., J.X.C., H.Y.C., J.-W.S., R.B.S., J.W., E.G., H.W., G.L.R., J.M.T., V.E.V., S.L.T., J.R.B., D.M.P.); Memorial Sloan Kettering Cancer Center and Weill Cornell Medicine (J.E.C., M.D.H., D.R.J., M.J.V., N.R., Z.O., V.R., J.D.W., T.M.) and the Ludwig Collaborative (J.D.W., T.M.) - all in New York; the Parker Institute for Cancer Immunotherapy, San Francisco (J.D.W., T.M.); and Swim Across America Laboratory, Charlotte, NC (J.D.W., T.M.)
| | - Drew M Pardoll
- From the Bloomberg-Kimmel Institute for Cancer Immunotherapy and the Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore (P.M.F., K.N.S., V.A., T.R.C., M.Z., S.C.Y., S.B., R.J.B., J.N., K.A.M., F.V., H.G., J.Z., J.X.C., H.Y.C., J.-W.S., R.B.S., J.W., E.G., H.W., G.L.R., J.M.T., V.E.V., S.L.T., J.R.B., D.M.P.); Memorial Sloan Kettering Cancer Center and Weill Cornell Medicine (J.E.C., M.D.H., D.R.J., M.J.V., N.R., Z.O., V.R., J.D.W., T.M.) and the Ludwig Collaborative (J.D.W., T.M.) - all in New York; the Parker Institute for Cancer Immunotherapy, San Francisco (J.D.W., T.M.); and Swim Across America Laboratory, Charlotte, NC (J.D.W., T.M.)
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Caushi JX, Smith KN. Quantifying the anti-tumor immune response in patients receiving immunotherapy. Discov Med 2017; 24:59-68. [PMID: 28950076] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
The use of immunotherapy in the treatment of cancer has resulted in a paradigm shift in clinical outcomes and in the correlative biomarkers that are most useful to evaluate in cancer patients. While several immunotherapeutic approaches have shown great promise, and several checkpoint inhibitors have been approved in the first and second line setting for multiple cancer types, major challenges remain in identifying the population of patients most likely to respond and in accurately monitoring clinical response while patients are receiving treatment. To best evaluate these prognostic and correlative parameters, the relationship between the anti-tumor immune response and treatment response should be evaluated. Sensitive and specific immune assays, therefore, need to be employed in patients receiving immunotherapy treatment. This review explores some of the current immunotherapies being assessed in cancer patients and describes the experimental tools available for monitoring the anti-tumor response prior to treatment or in patients receiving treatment. Studies of the correlation between these responses, as determined by these experimental assays, and response to immunotherapy should be performed to better select patients who will likely benefit from the different available immunotherapeutic treatments, to select the appropriate treatment approach, and to carefully monitor the response while on therapy.
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Affiliation(s)
- Justina X Caushi
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, The Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
- The Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Kellie N Smith
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, The Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
- The Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
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38
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Le DT, Durham JN, Smith KN, Wang H, Bartlett BR, Aulakh LK, Lu S, Kemberling H, Wilt C, Luber BS, Wong F, Azad NS, Rucki AA, Laheru D, Donehower R, Zaheer A, Fisher GA, Crocenzi TS, Lee JJ, Greten TF, Duffy AG, Ciombor KK, Eyring AD, Lam BH, Joe A, Kang SP, Holdhoff M, Danilova L, Cope L, Meyer C, Zhou S, Goldberg RM, Armstrong DK, Bever KM, Fader AN, Taube J, Housseau F, Spetzler D, Xiao N, Pardoll DM, Papadopoulos N, Kinzler KW, Eshleman JR, Vogelstein B, Anders RA, Diaz LA. Mismatch repair deficiency predicts response of solid tumors to PD-1 blockade. Science 2017; 357:409-413. [PMID: 28596308 DOI: 10.1126/science.aan67] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2017] [Accepted: 06/01/2017] [Indexed: 05/28/2023]
Abstract
The genomes of cancers deficient in mismatch repair contain exceptionally high numbers of somatic mutations. In a proof-of-concept study, we previously showed that colorectal cancers with mismatch repair deficiency were sensitive to immune checkpoint blockade with antibodies to programmed death receptor-1 (PD-1). We have now expanded this study to evaluate the efficacy of PD-1 blockade in patients with advanced mismatch repair-deficient cancers across 12 different tumor types. Objective radiographic responses were observed in 53% of patients, and complete responses were achieved in 21% of patients. Responses were durable, with median progression-free survival and overall survival still not reached. Functional analysis in a responding patient demonstrated rapid in vivo expansion of neoantigen-specific T cell clones that were reactive to mutant neopeptides found in the tumor. These data support the hypothesis that the large proportion of mutant neoantigens in mismatch repair-deficient cancers make them sensitive to immune checkpoint blockade, regardless of the cancers' tissue of origin.
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Affiliation(s)
- Dung T Le
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Swim Across America Laboratory at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Jennifer N Durham
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Swim Across America Laboratory at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Kellie N Smith
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Hao Wang
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Bjarne R Bartlett
- Swim Across America Laboratory at Johns Hopkins, Baltimore, MD 21287, USA
- Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins, Baltimore, MD 21287, USA
| | - Laveet K Aulakh
- Swim Across America Laboratory at Johns Hopkins, Baltimore, MD 21287, USA
- Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins, Baltimore, MD 21287, USA
| | - Steve Lu
- Swim Across America Laboratory at Johns Hopkins, Baltimore, MD 21287, USA
- Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins, Baltimore, MD 21287, USA
| | - Holly Kemberling
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Cara Wilt
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Brandon S Luber
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Fay Wong
- Swim Across America Laboratory at Johns Hopkins, Baltimore, MD 21287, USA
- Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins, Baltimore, MD 21287, USA
| | - Nilofer S Azad
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Agnieszka A Rucki
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Dan Laheru
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Ross Donehower
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Atif Zaheer
- Department of Radiology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - George A Fisher
- Department of Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Todd S Crocenzi
- Providence Cancer Center at Providence Health & Services, Portland, OR 97213, USA
| | - James J Lee
- Department of Medicine, University of Pittsburgh Cancer Institute, University of Pittsburgh School of Medicine, Pittsburgh, PA 15232, USA
| | - Tim F Greten
- Gastrointestinal Malignancies Section, Thoracic-GI Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD 20892, USA
| | - Austin G Duffy
- Gastrointestinal Malignancies Section, Thoracic-GI Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD 20892, USA
| | - Kristen K Ciombor
- Division of Medical Oncology, Ohio State University Comprehensive Cancer Center, Columbus, OH 43210, USA
| | | | - Bao H Lam
- Merck & Co. Inc., Kenilworth, NJ 07033, USA
| | - Andrew Joe
- Merck & Co. Inc., Kenilworth, NJ 07033, USA
| | | | - Matthias Holdhoff
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Ludmila Danilova
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Leslie Cope
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Christian Meyer
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Shibin Zhou
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
- Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins, Baltimore, MD 21287, USA
| | | | - Deborah K Armstrong
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Katherine M Bever
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Amanda N Fader
- Department of Gynecology and Obstetrics, Johns Hopkins Medicine, Baltimore, MD 21287, USA
| | - Janis Taube
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Franck Housseau
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | | | | | - Drew M Pardoll
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Nickolas Papadopoulos
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
- Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins, Baltimore, MD 21287, USA
| | - Kenneth W Kinzler
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
- Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins, Baltimore, MD 21287, USA
| | - James R Eshleman
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Bert Vogelstein
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
- Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins, Baltimore, MD 21287, USA
| | - Robert A Anders
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Luis A Diaz
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA.
- Swim Across America Laboratory at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| |
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39
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Le DT, Durham JN, Smith KN, Wang H, Bartlett BR, Aulakh LK, Lu S, Kemberling H, Wilt C, Luber BS, Wong F, Azad NS, Rucki AA, Laheru D, Donehower R, Zaheer A, Fisher GA, Crocenzi TS, Lee JJ, Greten TF, Duffy AG, Ciombor KK, Eyring AD, Lam BH, Joe A, Kang SP, Holdhoff M, Danilova L, Cope L, Meyer C, Zhou S, Goldberg RM, Armstrong DK, Bever KM, Fader AN, Taube J, Housseau F, Spetzler D, Xiao N, Pardoll DM, Papadopoulos N, Kinzler KW, Eshleman JR, Vogelstein B, Anders RA, Diaz LA. Mismatch repair deficiency predicts response of solid tumors to PD-1 blockade. Science 2017. [PMID: 28596308 DOI: 10.1126/science.aan6733.] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Abstract
The genomes of cancers deficient in mismatch repair contain exceptionally high numbers of somatic mutations. In a proof-of-concept study, we previously showed that colorectal cancers with mismatch repair deficiency were sensitive to immune checkpoint blockade with antibodies to programmed death receptor-1 (PD-1). We have now expanded this study to evaluate the efficacy of PD-1 blockade in patients with advanced mismatch repair-deficient cancers across 12 different tumor types. Objective radiographic responses were observed in 53% of patients, and complete responses were achieved in 21% of patients. Responses were durable, with median progression-free survival and overall survival still not reached. Functional analysis in a responding patient demonstrated rapid in vivo expansion of neoantigen-specific T cell clones that were reactive to mutant neopeptides found in the tumor. These data support the hypothesis that the large proportion of mutant neoantigens in mismatch repair-deficient cancers make them sensitive to immune checkpoint blockade, regardless of the cancers' tissue of origin.
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Affiliation(s)
- Dung T Le
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA.,Swim Across America Laboratory at Johns Hopkins, Baltimore, MD 21287, USA.,Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Jennifer N Durham
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA.,Swim Across America Laboratory at Johns Hopkins, Baltimore, MD 21287, USA.,Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Kellie N Smith
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA.,Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Hao Wang
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Bjarne R Bartlett
- Swim Across America Laboratory at Johns Hopkins, Baltimore, MD 21287, USA.,Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins, Baltimore, MD 21287, USA
| | - Laveet K Aulakh
- Swim Across America Laboratory at Johns Hopkins, Baltimore, MD 21287, USA.,Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins, Baltimore, MD 21287, USA
| | - Steve Lu
- Swim Across America Laboratory at Johns Hopkins, Baltimore, MD 21287, USA.,Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins, Baltimore, MD 21287, USA
| | - Holly Kemberling
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Cara Wilt
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Brandon S Luber
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Fay Wong
- Swim Across America Laboratory at Johns Hopkins, Baltimore, MD 21287, USA.,Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins, Baltimore, MD 21287, USA
| | - Nilofer S Azad
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA.,Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Agnieszka A Rucki
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA.,Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Dan Laheru
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Ross Donehower
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Atif Zaheer
- Department of Radiology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - George A Fisher
- Department of Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Todd S Crocenzi
- Providence Cancer Center at Providence Health & Services, Portland, OR 97213, USA
| | - James J Lee
- Department of Medicine, University of Pittsburgh Cancer Institute, University of Pittsburgh School of Medicine, Pittsburgh, PA 15232, USA
| | - Tim F Greten
- Gastrointestinal Malignancies Section, Thoracic-GI Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD 20892, USA
| | - Austin G Duffy
- Gastrointestinal Malignancies Section, Thoracic-GI Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD 20892, USA
| | - Kristen K Ciombor
- Division of Medical Oncology, Ohio State University Comprehensive Cancer Center, Columbus, OH 43210, USA
| | | | - Bao H Lam
- Merck & Co. Inc., Kenilworth, NJ 07033, USA
| | - Andrew Joe
- Merck & Co. Inc., Kenilworth, NJ 07033, USA
| | | | - Matthias Holdhoff
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Ludmila Danilova
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA.,Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Leslie Cope
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA.,Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Christian Meyer
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Shibin Zhou
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA.,Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA.,Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins, Baltimore, MD 21287, USA
| | | | - Deborah K Armstrong
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Katherine M Bever
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Amanda N Fader
- Department of Gynecology and Obstetrics, Johns Hopkins Medicine, Baltimore, MD 21287, USA
| | - Janis Taube
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA.,Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Franck Housseau
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA.,Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | | | | | - Drew M Pardoll
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA.,Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Nickolas Papadopoulos
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA.,Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins, Baltimore, MD 21287, USA
| | - Kenneth W Kinzler
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA.,Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins, Baltimore, MD 21287, USA
| | - James R Eshleman
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Bert Vogelstein
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA.,Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA.,Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins, Baltimore, MD 21287, USA
| | - Robert A Anders
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA.,Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA.,Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Luis A Diaz
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA. .,Swim Across America Laboratory at Johns Hopkins, Baltimore, MD 21287, USA.,Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
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40
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Le DT, Durham JN, Smith KN, Wang H, Bartlett BR, Aulakh LK, Lu S, Kemberling H, Wilt C, Luber BS, Wong F, Azad NS, Rucki AA, Laheru D, Donehower R, Zaheer A, Fisher GA, Crocenzi TS, Lee JJ, Greten TF, Duffy AG, Ciombor KK, Eyring AD, Lam BH, Joe A, Kang SP, Holdhoff M, Danilova L, Cope L, Meyer C, Zhou S, Goldberg RM, Armstrong DK, Bever KM, Fader AN, Taube J, Housseau F, Spetzler D, Xiao N, Pardoll DM, Papadopoulos N, Kinzler KW, Eshleman JR, Vogelstein B, Anders RA, Diaz LA. Mismatch repair deficiency predicts response of solid tumors to PD-1 blockade. Science 2017. [DOI: 10.1126/science.aan6733 or(1=2)-- -] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Abstract
Predicting responses to immunotherapy
Colon cancers with loss-of-function mutations in the mismatch repair (MMR) pathway have favorable responses to PD-1 blockade immunotherapy. In a phase 2 clinical trial, Le
et al.
showed that treatment success is not just limited to colon cancer (see the Perspective by Goswami and Sharma). They found that a wide range of different cancer types with MMR deficiency also responded to PD-1 blockade. The trial included some patients with pancreatic cancer, which is one of the deadliest forms of cancer. The clinical trial is still ongoing, and around 20% of patients have so far achieved a complete response. MMR deficiency appears to be a biomarker for predicting successful treatment outcomes for several solid tumors and indicates a new therapeutic option for patients harboring MMR-deficient cancers.
Science
, this issue p.
409
; see also p.
358
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Affiliation(s)
- Dung T. Le
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Swim Across America Laboratory at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Jennifer N. Durham
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Swim Across America Laboratory at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Kellie N. Smith
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Hao Wang
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Bjarne R. Bartlett
- Swim Across America Laboratory at Johns Hopkins, Baltimore, MD 21287, USA
- Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins, Baltimore, MD 21287, USA
| | - Laveet K. Aulakh
- Swim Across America Laboratory at Johns Hopkins, Baltimore, MD 21287, USA
- Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins, Baltimore, MD 21287, USA
| | - Steve Lu
- Swim Across America Laboratory at Johns Hopkins, Baltimore, MD 21287, USA
- Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins, Baltimore, MD 21287, USA
| | - Holly Kemberling
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Cara Wilt
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Brandon S. Luber
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Fay Wong
- Swim Across America Laboratory at Johns Hopkins, Baltimore, MD 21287, USA
- Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins, Baltimore, MD 21287, USA
| | - Nilofer S. Azad
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Agnieszka A. Rucki
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Dan Laheru
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Ross Donehower
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Atif Zaheer
- Department of Radiology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - George A. Fisher
- Department of Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Todd S. Crocenzi
- Providence Cancer Center at Providence Health & Services, Portland, OR 97213, USA
| | - James J. Lee
- Department of Medicine, University of Pittsburgh Cancer Institute, University of Pittsburgh School of Medicine, Pittsburgh, PA 15232, USA
| | - Tim F. Greten
- Gastrointestinal Malignancies Section, Thoracic-GI Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD 20892, USA
| | - Austin G. Duffy
- Gastrointestinal Malignancies Section, Thoracic-GI Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD 20892, USA
| | - Kristen K. Ciombor
- Division of Medical Oncology, Ohio State University Comprehensive Cancer Center, Columbus, OH 43210, USA
| | | | - Bao H. Lam
- Merck & Co. Inc., Kenilworth, NJ 07033, USA
| | - Andrew Joe
- Merck & Co. Inc., Kenilworth, NJ 07033, USA
| | | | - Matthias Holdhoff
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Ludmila Danilova
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Leslie Cope
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Christian Meyer
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Shibin Zhou
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
- Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins, Baltimore, MD 21287, USA
| | | | - Deborah K. Armstrong
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Katherine M. Bever
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Amanda N. Fader
- Department of Gynecology and Obstetrics, Johns Hopkins Medicine, Baltimore, MD 21287, USA
| | - Janis Taube
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Franck Housseau
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | | | | | - Drew M. Pardoll
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Nickolas Papadopoulos
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
- Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins, Baltimore, MD 21287, USA
| | - Kenneth W. Kinzler
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
- Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins, Baltimore, MD 21287, USA
| | - James R. Eshleman
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Bert Vogelstein
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
- Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins, Baltimore, MD 21287, USA
| | - Robert A. Anders
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Luis A. Diaz
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Swim Across America Laboratory at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| |
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41
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Le DT, Durham JN, Smith KN, Wang H, Bartlett BR, Aulakh LK, Lu S, Kemberling H, Wilt C, Luber BS, Wong F, Azad NS, Rucki AA, Laheru D, Donehower R, Zaheer A, Fisher GA, Crocenzi TS, Lee JJ, Greten TF, Duffy AG, Ciombor KK, Eyring AD, Lam BH, Joe A, Kang SP, Holdhoff M, Danilova L, Cope L, Meyer C, Zhou S, Goldberg RM, Armstrong DK, Bever KM, Fader AN, Taube J, Housseau F, Spetzler D, Xiao N, Pardoll DM, Papadopoulos N, Kinzler KW, Eshleman JR, Vogelstein B, Anders RA, Diaz LA. Mismatch repair deficiency predicts response of solid tumors to PD-1 blockade. Science 2017; 357:409-413. [PMID: 28596308 PMCID: PMC5576142 DOI: 10.1126/science.aan6733] [Citation(s) in RCA: 4362] [Impact Index Per Article: 623.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2017] [Accepted: 06/01/2017] [Indexed: 12/11/2022]
Abstract
The genomes of cancers deficient in mismatch repair contain exceptionally high numbers of somatic mutations. In a proof-of-concept study, we previously showed that colorectal cancers with mismatch repair deficiency were sensitive to immune checkpoint blockade with antibodies to programmed death receptor-1 (PD-1). We have now expanded this study to evaluate the efficacy of PD-1 blockade in patients with advanced mismatch repair-deficient cancers across 12 different tumor types. Objective radiographic responses were observed in 53% of patients, and complete responses were achieved in 21% of patients. Responses were durable, with median progression-free survival and overall survival still not reached. Functional analysis in a responding patient demonstrated rapid in vivo expansion of neoantigen-specific T cell clones that were reactive to mutant neopeptides found in the tumor. These data support the hypothesis that the large proportion of mutant neoantigens in mismatch repair-deficient cancers make them sensitive to immune checkpoint blockade, regardless of the cancers' tissue of origin.
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Affiliation(s)
- Dung T. Le
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA,Swim Across America Laboratory at Johns Hopkins, Baltimore, MD 21287, USA,Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Jennifer N. Durham
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA,Swim Across America Laboratory at Johns Hopkins, Baltimore, MD 21287, USA,Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Kellie N. Smith
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA,Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Hao Wang
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Bjarne R. Bartlett
- Swim Across America Laboratory at Johns Hopkins, Baltimore, MD 21287, USA,Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins, Baltimore, MD 21287, USA
| | - Laveet K. Aulakh
- Swim Across America Laboratory at Johns Hopkins, Baltimore, MD 21287, USA,Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins, Baltimore, MD 21287, USA
| | - Steve Lu
- Swim Across America Laboratory at Johns Hopkins, Baltimore, MD 21287, USA,Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins, Baltimore, MD 21287, USA
| | - Holly Kemberling
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Cara Wilt
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Brandon S. Luber
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Fay Wong
- Swim Across America Laboratory at Johns Hopkins, Baltimore, MD 21287, USA,Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins, Baltimore, MD 21287, USA
| | - Nilofer S. Azad
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA,Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Agnieszka A. Rucki
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA,Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Dan Laheru
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Ross Donehower
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Atif Zaheer
- Department of Radiology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - George A. Fisher
- Department of Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Todd S. Crocenzi
- Providence Cancer Center at Providence Health & Services, Portland, OR 97213, USA
| | - James J. Lee
- Department of Medicine, University of Pittsburgh Cancer Institute, University of Pittsburgh School of Medicine, Pittsburgh, PA 15232, USA
| | - Tim F. Greten
- Gastrointestinal Malignancies Section, Thoracic-GI Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD 20892, USA
| | - Austin G. Duffy
- Gastrointestinal Malignancies Section, Thoracic-GI Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD 20892, USA
| | - Kristen K. Ciombor
- Division of Medical Oncology, Ohio State University Comprehensive Cancer Center, Columbus, OH 43210, USA
| | | | - Bao H. Lam
- Merck & Co. Inc., Kenilworth, NJ 07033, USA
| | - Andrew Joe
- Merck & Co. Inc., Kenilworth, NJ 07033, USA
| | | | - Matthias Holdhoff
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Ludmila Danilova
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA,Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Leslie Cope
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA,Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Christian Meyer
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Shibin Zhou
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA,Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA,Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins, Baltimore, MD 21287, USA
| | | | - Deborah K. Armstrong
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Katherine M. Bever
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Amanda N. Fader
- Department of Gynecology and Obstetrics, Johns Hopkins Medicine, Baltimore, MD 21287, USA
| | - Janis Taube
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA,Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Franck Housseau
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA,Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | | | | | - Drew M. Pardoll
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA,Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Nickolas Papadopoulos
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA,Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins, Baltimore, MD 21287, USA
| | - Kenneth W. Kinzler
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA,Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins, Baltimore, MD 21287, USA
| | - James R. Eshleman
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Bert Vogelstein
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA,Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA,Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins, Baltimore, MD 21287, USA
| | - Robert A. Anders
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA,Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA,Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Luis A. Diaz
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA,Swim Across America Laboratory at Johns Hopkins, Baltimore, MD 21287, USA,Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA,Corresponding author.
| |
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42
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Le DT, Durham JN, Smith KN, Wang H, Bartlett BR, Aulakh LK, Lu S, Kemberling H, Wilt C, Luber BS, Wong F, Azad NS, Rucki AA, Laheru D, Donehower R, Zaheer A, Fisher GA, Crocenzi TS, Lee JJ, Greten TF, Duffy AG, Ciombor KK, Eyring AD, Lam BH, Joe A, Kang SP, Holdhoff M, Danilova L, Cope L, Meyer C, Zhou S, Goldberg RM, Armstrong DK, Bever KM, Fader AN, Taube J, Housseau F, Spetzler D, Xiao N, Pardoll DM, Papadopoulos N, Kinzler KW, Eshleman JR, Vogelstein B, Anders RA, Diaz LA. Mismatch repair deficiency predicts response of solid tumors to PD-1 blockade. Science 2017. [DOI: 10.1126/science.aan6733 and 1=2#] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Abstract
Predicting responses to immunotherapy
Colon cancers with loss-of-function mutations in the mismatch repair (MMR) pathway have favorable responses to PD-1 blockade immunotherapy. In a phase 2 clinical trial, Le
et al.
showed that treatment success is not just limited to colon cancer (see the Perspective by Goswami and Sharma). They found that a wide range of different cancer types with MMR deficiency also responded to PD-1 blockade. The trial included some patients with pancreatic cancer, which is one of the deadliest forms of cancer. The clinical trial is still ongoing, and around 20% of patients have so far achieved a complete response. MMR deficiency appears to be a biomarker for predicting successful treatment outcomes for several solid tumors and indicates a new therapeutic option for patients harboring MMR-deficient cancers.
Science
, this issue p.
409
; see also p.
358
Collapse
Affiliation(s)
- Dung T. Le
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Swim Across America Laboratory at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Jennifer N. Durham
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Swim Across America Laboratory at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Kellie N. Smith
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Hao Wang
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Bjarne R. Bartlett
- Swim Across America Laboratory at Johns Hopkins, Baltimore, MD 21287, USA
- Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins, Baltimore, MD 21287, USA
| | - Laveet K. Aulakh
- Swim Across America Laboratory at Johns Hopkins, Baltimore, MD 21287, USA
- Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins, Baltimore, MD 21287, USA
| | - Steve Lu
- Swim Across America Laboratory at Johns Hopkins, Baltimore, MD 21287, USA
- Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins, Baltimore, MD 21287, USA
| | - Holly Kemberling
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Cara Wilt
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Brandon S. Luber
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Fay Wong
- Swim Across America Laboratory at Johns Hopkins, Baltimore, MD 21287, USA
- Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins, Baltimore, MD 21287, USA
| | - Nilofer S. Azad
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Agnieszka A. Rucki
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Dan Laheru
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Ross Donehower
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Atif Zaheer
- Department of Radiology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - George A. Fisher
- Department of Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Todd S. Crocenzi
- Providence Cancer Center at Providence Health & Services, Portland, OR 97213, USA
| | - James J. Lee
- Department of Medicine, University of Pittsburgh Cancer Institute, University of Pittsburgh School of Medicine, Pittsburgh, PA 15232, USA
| | - Tim F. Greten
- Gastrointestinal Malignancies Section, Thoracic-GI Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD 20892, USA
| | - Austin G. Duffy
- Gastrointestinal Malignancies Section, Thoracic-GI Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD 20892, USA
| | - Kristen K. Ciombor
- Division of Medical Oncology, Ohio State University Comprehensive Cancer Center, Columbus, OH 43210, USA
| | | | - Bao H. Lam
- Merck & Co. Inc., Kenilworth, NJ 07033, USA
| | - Andrew Joe
- Merck & Co. Inc., Kenilworth, NJ 07033, USA
| | | | - Matthias Holdhoff
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Ludmila Danilova
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Leslie Cope
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Christian Meyer
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Shibin Zhou
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
- Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins, Baltimore, MD 21287, USA
| | | | - Deborah K. Armstrong
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Katherine M. Bever
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Amanda N. Fader
- Department of Gynecology and Obstetrics, Johns Hopkins Medicine, Baltimore, MD 21287, USA
| | - Janis Taube
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Franck Housseau
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | | | | | - Drew M. Pardoll
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Nickolas Papadopoulos
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
- Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins, Baltimore, MD 21287, USA
| | - Kenneth W. Kinzler
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
- Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins, Baltimore, MD 21287, USA
| | - James R. Eshleman
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Bert Vogelstein
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
- Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins, Baltimore, MD 21287, USA
| | - Robert A. Anders
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Luis A. Diaz
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Swim Across America Laboratory at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| |
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43
|
Le DT, Durham JN, Smith KN, Wang H, Bartlett BR, Aulakh LK, Lu S, Kemberling H, Wilt C, Luber BS, Wong F, Azad NS, Rucki AA, Laheru D, Donehower R, Zaheer A, Fisher GA, Crocenzi TS, Lee JJ, Greten TF, Duffy AG, Ciombor KK, Eyring AD, Lam BH, Joe A, Kang SP, Holdhoff M, Danilova L, Cope L, Meyer C, Zhou S, Goldberg RM, Armstrong DK, Bever KM, Fader AN, Taube J, Housseau F, Spetzler D, Xiao N, Pardoll DM, Papadopoulos N, Kinzler KW, Eshleman JR, Vogelstein B, Anders RA, Diaz LA. Mismatch repair deficiency predicts response of solid tumors to PD-1 blockade. Science 2017. [DOI: 10.1126/science.aan6733 and 1=2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Abstract
Predicting responses to immunotherapy
Colon cancers with loss-of-function mutations in the mismatch repair (MMR) pathway have favorable responses to PD-1 blockade immunotherapy. In a phase 2 clinical trial, Le
et al.
showed that treatment success is not just limited to colon cancer (see the Perspective by Goswami and Sharma). They found that a wide range of different cancer types with MMR deficiency also responded to PD-1 blockade. The trial included some patients with pancreatic cancer, which is one of the deadliest forms of cancer. The clinical trial is still ongoing, and around 20% of patients have so far achieved a complete response. MMR deficiency appears to be a biomarker for predicting successful treatment outcomes for several solid tumors and indicates a new therapeutic option for patients harboring MMR-deficient cancers.
Science
, this issue p.
409
; see also p.
358
Collapse
Affiliation(s)
- Dung T. Le
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Swim Across America Laboratory at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Jennifer N. Durham
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Swim Across America Laboratory at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Kellie N. Smith
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Hao Wang
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Bjarne R. Bartlett
- Swim Across America Laboratory at Johns Hopkins, Baltimore, MD 21287, USA
- Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins, Baltimore, MD 21287, USA
| | - Laveet K. Aulakh
- Swim Across America Laboratory at Johns Hopkins, Baltimore, MD 21287, USA
- Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins, Baltimore, MD 21287, USA
| | - Steve Lu
- Swim Across America Laboratory at Johns Hopkins, Baltimore, MD 21287, USA
- Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins, Baltimore, MD 21287, USA
| | - Holly Kemberling
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Cara Wilt
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Brandon S. Luber
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Fay Wong
- Swim Across America Laboratory at Johns Hopkins, Baltimore, MD 21287, USA
- Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins, Baltimore, MD 21287, USA
| | - Nilofer S. Azad
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Agnieszka A. Rucki
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Dan Laheru
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Ross Donehower
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Atif Zaheer
- Department of Radiology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - George A. Fisher
- Department of Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Todd S. Crocenzi
- Providence Cancer Center at Providence Health & Services, Portland, OR 97213, USA
| | - James J. Lee
- Department of Medicine, University of Pittsburgh Cancer Institute, University of Pittsburgh School of Medicine, Pittsburgh, PA 15232, USA
| | - Tim F. Greten
- Gastrointestinal Malignancies Section, Thoracic-GI Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD 20892, USA
| | - Austin G. Duffy
- Gastrointestinal Malignancies Section, Thoracic-GI Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD 20892, USA
| | - Kristen K. Ciombor
- Division of Medical Oncology, Ohio State University Comprehensive Cancer Center, Columbus, OH 43210, USA
| | | | - Bao H. Lam
- Merck & Co. Inc., Kenilworth, NJ 07033, USA
| | - Andrew Joe
- Merck & Co. Inc., Kenilworth, NJ 07033, USA
| | | | - Matthias Holdhoff
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Ludmila Danilova
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Leslie Cope
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Christian Meyer
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Shibin Zhou
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
- Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins, Baltimore, MD 21287, USA
| | | | - Deborah K. Armstrong
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Katherine M. Bever
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Amanda N. Fader
- Department of Gynecology and Obstetrics, Johns Hopkins Medicine, Baltimore, MD 21287, USA
| | - Janis Taube
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Franck Housseau
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | | | | | - Drew M. Pardoll
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Nickolas Papadopoulos
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
- Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins, Baltimore, MD 21287, USA
| | - Kenneth W. Kinzler
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
- Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins, Baltimore, MD 21287, USA
| | - James R. Eshleman
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Bert Vogelstein
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
- Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins, Baltimore, MD 21287, USA
| | - Robert A. Anders
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Luis A. Diaz
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Swim Across America Laboratory at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| |
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44
|
Le DT, Durham JN, Smith KN, Wang H, Bartlett BR, Aulakh LK, Lu S, Kemberling H, Wilt C, Luber BS, Wong F, Azad NS, Rucki AA, Laheru D, Donehower R, Zaheer A, Fisher GA, Crocenzi TS, Lee JJ, Greten TF, Duffy AG, Ciombor KK, Eyring AD, Lam BH, Joe A, Kang SP, Holdhoff M, Danilova L, Cope L, Meyer C, Zhou S, Goldberg RM, Armstrong DK, Bever KM, Fader AN, Taube J, Housseau F, Spetzler D, Xiao N, Pardoll DM, Papadopoulos N, Kinzler KW, Eshleman JR, Vogelstein B, Anders RA, Diaz LA. Mismatch repair deficiency predicts response of solid tumors to PD-1 blockade. Science 2017. [DOI: 10.1126/science.aan6733 and 1=2-- -] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Abstract
Predicting responses to immunotherapy
Colon cancers with loss-of-function mutations in the mismatch repair (MMR) pathway have favorable responses to PD-1 blockade immunotherapy. In a phase 2 clinical trial, Le
et al.
showed that treatment success is not just limited to colon cancer (see the Perspective by Goswami and Sharma). They found that a wide range of different cancer types with MMR deficiency also responded to PD-1 blockade. The trial included some patients with pancreatic cancer, which is one of the deadliest forms of cancer. The clinical trial is still ongoing, and around 20% of patients have so far achieved a complete response. MMR deficiency appears to be a biomarker for predicting successful treatment outcomes for several solid tumors and indicates a new therapeutic option for patients harboring MMR-deficient cancers.
Science
, this issue p.
409
; see also p.
358
Collapse
Affiliation(s)
- Dung T. Le
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Swim Across America Laboratory at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Jennifer N. Durham
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Swim Across America Laboratory at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Kellie N. Smith
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Hao Wang
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Bjarne R. Bartlett
- Swim Across America Laboratory at Johns Hopkins, Baltimore, MD 21287, USA
- Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins, Baltimore, MD 21287, USA
| | - Laveet K. Aulakh
- Swim Across America Laboratory at Johns Hopkins, Baltimore, MD 21287, USA
- Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins, Baltimore, MD 21287, USA
| | - Steve Lu
- Swim Across America Laboratory at Johns Hopkins, Baltimore, MD 21287, USA
- Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins, Baltimore, MD 21287, USA
| | - Holly Kemberling
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Cara Wilt
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Brandon S. Luber
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Fay Wong
- Swim Across America Laboratory at Johns Hopkins, Baltimore, MD 21287, USA
- Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins, Baltimore, MD 21287, USA
| | - Nilofer S. Azad
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Agnieszka A. Rucki
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Dan Laheru
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Ross Donehower
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Atif Zaheer
- Department of Radiology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - George A. Fisher
- Department of Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Todd S. Crocenzi
- Providence Cancer Center at Providence Health & Services, Portland, OR 97213, USA
| | - James J. Lee
- Department of Medicine, University of Pittsburgh Cancer Institute, University of Pittsburgh School of Medicine, Pittsburgh, PA 15232, USA
| | - Tim F. Greten
- Gastrointestinal Malignancies Section, Thoracic-GI Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD 20892, USA
| | - Austin G. Duffy
- Gastrointestinal Malignancies Section, Thoracic-GI Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD 20892, USA
| | - Kristen K. Ciombor
- Division of Medical Oncology, Ohio State University Comprehensive Cancer Center, Columbus, OH 43210, USA
| | | | - Bao H. Lam
- Merck & Co. Inc., Kenilworth, NJ 07033, USA
| | - Andrew Joe
- Merck & Co. Inc., Kenilworth, NJ 07033, USA
| | | | - Matthias Holdhoff
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Ludmila Danilova
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Leslie Cope
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Christian Meyer
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Shibin Zhou
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
- Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins, Baltimore, MD 21287, USA
| | | | - Deborah K. Armstrong
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Katherine M. Bever
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Amanda N. Fader
- Department of Gynecology and Obstetrics, Johns Hopkins Medicine, Baltimore, MD 21287, USA
| | - Janis Taube
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Franck Housseau
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | | | | | - Drew M. Pardoll
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
| | - Nickolas Papadopoulos
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
- Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins, Baltimore, MD 21287, USA
| | - Kenneth W. Kinzler
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
- Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins, Baltimore, MD 21287, USA
| | - James R. Eshleman
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Bert Vogelstein
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
- Ludwig Center and Howard Hughes Medical Institute at Johns Hopkins, Baltimore, MD 21287, USA
| | - Robert A. Anders
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Luis A. Diaz
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Swim Across America Laboratory at Johns Hopkins, Baltimore, MD 21287, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD 21287, USA
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Abstract
The organized, tightly regulated signaling relays engaged by the cannabinoid receptors (CBs) and their ligands, G proteins and other effectors, together constitute the endocannabinoid system (ECS). This system governs many biological functions including cell proliferation, regulation of ion transport and neuronal messaging. This review will firstly examine the physiology of the ECS, briefly discussing some anomalies in the relay of the ECS signaling as these are consequently linked to maladies of global concern including neurological disorders, cardiovascular disease and cancer. While endogenous ligands are crucial for dispatching messages through the ECS, there are also commonalities in binding affinities with copious exogenous ligands, both natural and synthetic. Therefore, this review provides a comparative analysis of both types of exogenous ligands with emphasis on natural products given their putative safer efficacy and the role of Δ9-tetrahydrocannabinol (Δ9-THC) in uncovering the ECS. Efficacy is congruent to both types of compounds but noteworthy is the effect of a combination therapy to achieve efficacy without unideal side-effects. An example is Sativex that displayed promise in treating Huntington's disease (HD) in preclinical models allowing for its transition to current clinical investigation. Despite the in vitro and preclinical efficacy of Δ9-THC to treat neurodegenerative ailments, its psychotropic effects limit its clinical applicability to treating feeding disorders. We therefore propose further investigation of other compounds and their combinations such as the triterpene, α,β-amyrin that exhibited greater binding affinity to CB1 than CB2 and was more potent than Δ9-THC and the N-alkylamides that exhibited CB2 selective affinity; the latter can be explored towards peripherally exclusive ECS modulation. The synthetic CB1 antagonist, Rimonabant was pulled from commercial markets for the treatment of diabetes, however its analogue SR144528 maybe an ideal lead molecule towards this end and HU-210 and Org27569 are also promising synthetic small molecules.
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Affiliation(s)
- S Badal
- Department of Basic Medical Sciences, Faculty of Medical Sciences, University of the West Indies, Mona, Jamaica.
| | - K N Smith
- Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - R Rajnarayanan
- Jacobs School of Medicine and Biomedical Sciences, Department of Pharmacology and Toxicology, University at Buffalo, Buffalo, NY 14228, USA
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Anagnostou V, Smith KN, Forde PM, Niknafs N, Bhattacharya R, White J, Zhang T, Adleff V, Phallen J, Wali N, Hruban C, Guthrie VB, Rodgers K, Naidoo J, Kang H, Sharfman W, Georgiades C, Verde F, Illei P, Li QK, Gabrielson E, Brock MV, Zahnow CA, Baylin SB, Scharpf RB, Brahmer JR, Karchin R, Pardoll DM, Velculescu VE. Evolution of Neoantigen Landscape during Immune Checkpoint Blockade in Non-Small Cell Lung Cancer. Cancer Discov 2017; 7:264-276. [PMID: 28031159 PMCID: PMC5733805 DOI: 10.1158/2159-8290.cd-16-0828] [Citation(s) in RCA: 643] [Impact Index Per Article: 91.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2016] [Revised: 12/22/2016] [Accepted: 12/27/2016] [Indexed: 02/06/2023]
Abstract
Immune checkpoint inhibitors have shown significant therapeutic responses against tumors containing increased mutation-associated neoantigen load. We have examined the evolving landscape of tumor neoantigens during the emergence of acquired resistance in patients with non-small cell lung cancer after initial response to immune checkpoint blockade with anti-PD-1 or anti-PD-1/anti-CTLA-4 antibodies. Analyses of matched pretreatment and resistant tumors identified genomic changes resulting in loss of 7 to 18 putative mutation-associated neoantigens in resistant clones. Peptides generated from the eliminated neoantigens elicited clonal T-cell expansion in autologous T-cell cultures, suggesting that they generated functional immune responses. Neoantigen loss occurred through elimination of tumor subclones or through deletion of chromosomal regions containing truncal alterations, and was associated with changes in T-cell receptor clonality. These analyses provide insight into the dynamics of mutational landscapes during immune checkpoint blockade and have implications for the development of immune therapies that target tumor neoantigens.Significance: Acquired resistance to immune checkpoint therapy is being recognized more commonly. This work demonstrates for the first time that acquired resistance to immune checkpoint blockade can arise in association with the evolving landscape of mutations, some of which encode tumor neoantigens recognizable by T cells. These observations imply that widening the breadth of neoantigen reactivity may mitigate the development of acquired resistance. Cancer Discov; 7(3); 264-76. ©2017 AACR.See related commentary by Yang, p. 250This article is highlighted in the In This Issue feature, p. 235.
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MESH Headings
- Adult
- Antibodies, Monoclonal/pharmacology
- Antibodies, Monoclonal/therapeutic use
- Antigens, Neoplasm/immunology
- Antineoplastic Agents, Immunological/pharmacology
- Antineoplastic Agents, Immunological/therapeutic use
- CTLA-4 Antigen/genetics
- CTLA-4 Antigen/immunology
- Carcinoma, Non-Small-Cell Lung/genetics
- Carcinoma, Non-Small-Cell Lung/immunology
- Carcinoma, Non-Small-Cell Lung/pathology
- Carcinoma, Non-Small-Cell Lung/therapy
- Cell Cycle Checkpoints/drug effects
- Cell Cycle Checkpoints/immunology
- Cohort Studies
- Drug Resistance, Neoplasm/genetics
- Drug Resistance, Neoplasm/immunology
- Female
- Humans
- Immunotherapy
- Ipilimumab/pharmacology
- Ipilimumab/therapeutic use
- Janus Kinase 1/genetics
- Janus Kinase 2/genetics
- Lung Neoplasms/genetics
- Lung Neoplasms/immunology
- Lung Neoplasms/pathology
- Lung Neoplasms/therapy
- Male
- Middle Aged
- Mutation
- Nivolumab
- Programmed Cell Death 1 Receptor/antagonists & inhibitors
- Programmed Cell Death 1 Receptor/genetics
- Programmed Cell Death 1 Receptor/immunology
- Receptors, Antigen, T-Cell/genetics
- Receptors, Antigen, T-Cell/immunology
- Receptors, Antigen, T-Cell/metabolism
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Affiliation(s)
- Valsamo Anagnostou
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Kellie N Smith
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Patrick M Forde
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Noushin Niknafs
- Institute for Computational Medicine, Johns Hopkins University, Baltimore, Maryland
| | - Rohit Bhattacharya
- Institute for Computational Medicine, Johns Hopkins University, Baltimore, Maryland
| | - James White
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | | | - Vilmos Adleff
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Jillian Phallen
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Neha Wali
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Carolyn Hruban
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Violeta B Guthrie
- Institute for Computational Medicine, Johns Hopkins University, Baltimore, Maryland
| | - Kristen Rodgers
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Jarushka Naidoo
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Hyunseok Kang
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - William Sharfman
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Christos Georgiades
- Department of Radiology and Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Franco Verde
- Department of Radiology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Peter Illei
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Qing Kay Li
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Edward Gabrielson
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Malcolm V Brock
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Cynthia A Zahnow
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Stephen B Baylin
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Robert B Scharpf
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Julie R Brahmer
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Rachel Karchin
- Institute for Computational Medicine, Johns Hopkins University, Baltimore, Maryland
| | - Drew M Pardoll
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Victor E Velculescu
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Institute for Computational Medicine, Johns Hopkins University, Baltimore, Maryland
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland
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Llosa NJ, Housseau F, Siegel N, Smith KN, Fan H, Anders RM, Le D, Diaz L, Sears C, Pardoll DM. Abstract A088: Immune profiling of inflamed microsatellite stable colorectal cancer. Cancer Immunol Res 2016. [DOI: 10.1158/2326-6066.imm2016-a088] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Immunotherapy is an important therapeutic modality that is rapidly turning into standard of care for many cancers. However, early immunotherapy efforts in colorectal cancer (CRC) were ineffective, and only recently did a successful breakthrough lead to improved survival in a small subset of metastatic colorectal cancer patients which were noted to harbor MMR deficiency (microsatellite instability: MSI). Therefore, there is an urgent need for additional biomarkers to identify CRC patients who are predicted to respond to immunotherapy. For the past year we have been interrogating the immune microenvironment of microsatellite stable (MSS) CRC patients to aid our understanding of why a fair proportion of these patients have an inflamed tumor microenvironment (TME). We have banked 140 tumor/normal CRC tissue matched pairs using our recruitment network at Hopkins. Genetic MSI testing was done on 114 of these patients, with 20 (17%) and 94 (83%) being categorized as MSI and MSS, respectively. Our results are therefore representative of the general CRC population which includes 15-20% of MSI+ tumors. We are also currently working with material obtained from CRC patients treated under the Hopkins phase 2 study testing anti PD-1 therapy in patients with MSI tumors. Immunohistochemistry (IHC) and digital image analysis of primary and trial CRC patients: We previously demonstrated the critical geographic association between infiltrating CD8+ T cells and immuno-regulatory molecule expression in the TME of MSI CRC. CRC FFPE tissue sections were stained with anti-CD3 and anti-CD8 antibodies and digital image analysis utilizing the HALO platform was performed.
Inflamed MSS CRC are infiltrated by PD1high T cells which are functionally suppressed: Multiparameter flow cytometry (MFC) performed on lymphocytes freshly isolated from our primary CRC tumors demonstrated that a large proportion of both CD4+ and CD8+ T cells infiltrating what we denominate inflamed MSS tumors express higher levels of PD-1 compared to conventional MSS patients. Very importantly, these PD-1high T cells are capable of producing a large amount of IFN-γ after short term PMA/ionomycin stimulation.
CD8+ T cells co-localize with immune checkpoint expression in inflamed MSS CRC: We further explored the nature of the T-cell infiltrates by performing laser capture microdissection (LCM) on inflamed MSS tumors and MSS patients who stabilized disease during anti PD-1 therapy, separately dissecting the TIL and invasive front compartments and then performed qRT-PCR for selected genes encoding signature T-cell cytokines as well as core transcription factors for each of the three major Th subsets, Th1/Tc1 (type I CTL; TBX21 and IFN-γ are common to Th1 and Tc1), Th2, and Th17. We additionally analyzed genes associated with CTL and Treg and also general inflammatory cytokines. Finally, we analyzed expression of genes encoding both co-inhibitory membrane ligands and receptors (checkpoints) and metabolic enzymes that have been shown to regulate lymphocyte activity. Inflamed MSS tumors exhibited a similar CD8+ T cell infiltration with a Th1/Tc1 immune signature associated with the counter expression of immune checkpoints as observed in MSI patients.
Prediction of MHC class I-restricted Mutation Associated Neoantigens (MANAs): Nonsynonymous mutations in tumor tissue are expected to generate MANAs, which are 8-11 amino-acid peptides generated from proteosomal degradation and recognized by tumor-specific CD8+ T cells in the context of HLA-I restriction. By comparing tumor to normal colon exome we are currently identifying mutations and MANAs in MSS CRC patients who showed high levels of lymphocyte infiltration and PD-1 expression. MANAs in inflamed MSS CRC will be tested for their recognition by autologous TIL.
Analysis of the TCR Vβ repertoire in primary CRC and anti-PD-1-treated CRC: In addition to the IHC characterization of CRC T cell infiltration, we are using TCRVβ clonality analysis of the intra-tumor immune response as a metric of the intensity of the antitumor immune response. We postulate that the number and the frequency of unique TCRVβ sequences in the tumor tissue should reflect the density and the immunogenicity of neoepitopes, respectively. In conclusion, we have identified a subset of MSS CRCs that exhibit an “MSI-like” immunologic microenvironment. The final aim of our studies is to validate that MSS CRC patients with a preexisting anti-tumor immune response can benefit from immunotherapeutic interventions.
Citation Format: Nicolas Jose Llosa, Franck Housseau, Nicholas Siegel, Kellie N. Smith, Hongni Fan, Robert M. Anders, Dung Le, Luis Diaz, Jr., Cynthia Sears, Drew M. Pardoll. Immune profiling of inflamed microsatellite stable colorectal cancer [abstract]. In: Proceedings of the Second CRI-CIMT-EATI-AACR International Cancer Immunotherapy Conference: Translating Science into Survival; 2016 Sept 25-28; New York, NY. Philadelphia (PA): AACR; Cancer Immunol Res 2016;4(11 Suppl):Abstract nr A088.
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Affiliation(s)
| | | | | | | | - Hongni Fan
- Johns Hopkins Medical Institutes, Baltimore, MD
| | | | - Dung Le
- Johns Hopkins Medical Institutes, Baltimore, MD
| | - Luis Diaz
- Johns Hopkins Medical Institutes, Baltimore, MD
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48
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Housseau F, Wu S, Wick EC, Fan H, Wu X, Llosa NJ, Smith KN, Tam A, Ganguly S, Wanyiri JW, Iyadorai T, Malik AA, Roslani AC, Vadivelu JS, Van Meerbeke S, Huso DL, Pardoll DM, Sears CL. Redundant Innate and Adaptive Sources of IL17 Production Drive Colon Tumorigenesis. Cancer Res 2016; 76:2115-24. [PMID: 26880802 DOI: 10.1158/0008-5472.can-15-0749] [Citation(s) in RCA: 94] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2015] [Accepted: 12/23/2015] [Indexed: 01/10/2023]
Abstract
IL17-producing Th17 cells, generated through a STAT3-dependent mechanism, have been shown to promote carcinogenesis in many systems, including microbe-driven colon cancer. Additional sources of IL17, such as γδ T cells, become available under inflammatory conditions, but their contributions to cancer development are unclear. In this study, we modeled Th17-driven colon tumorigenesis by colonizing Min(Ap) (c+/-) mice with the human gut bacterium, enterotoxigenic Bacteroides fragilis (ETBF), to investigate the link between inflammation and colorectal cancer. We found that ablating Th17 cells by knocking out Stat3 in CD4(+) T cells delayed tumorigenesis, but failed to suppress the eventual formation of colonic tumors. However, IL17 blockade significantly attenuated tumor formation, indicating a critical requirement for IL17 in tumorigenesis, but from a source other than Th17 cells. Notably, genetic ablation of γδ T cells in ETBF-colonized Th17-deficient Min mice prevented the late emergence of colonic tumors. Taken together, these findings support a redundant role for adaptive Th17 cell- and innate γδT17 cell-derived IL17 in bacteria-induced colon carcinogenesis, stressing the importance of therapeutically targeting the cytokine itself rather than its cellular sources. Cancer Res; 76(8); 2115-24. ©2016 AACR.
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Affiliation(s)
- Franck Housseau
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.
| | - Shaoguang Wu
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Elizabeth C Wick
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Hongni Fan
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Xinqun Wu
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Nicolas J Llosa
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Kellie N Smith
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Ada Tam
- Flow Cytometry core, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Sudipto Ganguly
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Jane W Wanyiri
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | | | - Ausama A Malik
- Department of Surgery, University of Malaya, Kuala Lumpur, Malaysia
| | - April C Roslani
- Department of Surgery, University of Malaya, Kuala Lumpur, Malaysia. University of Malaya Cancer Research Institute, Kuala Lumpur, Malaysia
| | | | - Sara Van Meerbeke
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - David L Huso
- Department of Molecular and Comparative Pathobiology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Drew M Pardoll
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland. Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Cynthia L Sears
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland. Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
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49
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Smith KN, Housseau F. An unexpected journey: how cancer immunotherapy has paved the way for an HIV-1 cure. Discov Med 2015; 19:229-238. [PMID: 25828527] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
Over 30 million people worldwide are currently infected with human immunodeficiency virus type-1 (HIV-1). While HIV-1 infection was initially thought to be a death sentence, the advent of combination antiretroviral therapy (cART) in the mid-1990's resulted in decreases in viremia and an extended lifespan for infected persons. Despite this, long-term control of the virus in the absence of drug therapy has yet to be achieved, owing to the rebound in viral load and resumption of disease progression that follows removal of the patient from cART. Currently, the most promising candidates for an HIV-1 cure are immunotherapies that harness the patient's own immune system and induce cytotoxic T lymphocyte (CTL)-mediated clearance of infected cells. Most of these approaches were developed and optimized in the cancer setting and have had varying degrees of success, the findings from which have wide applications to various disease models. In this review, we evaluate the past successes and failures of cancer immunotherapy and how the findings have shaped our journey toward an HIV-1 cure.
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Affiliation(s)
- Kellie N Smith
- Department of Oncology, The Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Franck Housseau
- Department of Oncology, The Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
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50
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Abstract
Despite the success of combination antiretroviral therapy (cART), a latent viral reservoir persists in HIV-1-infected persons. Unfortunately, endogenous cytotoxic T lymphocytes (CTLs) are unable to control viral rebound when patients are removed from cART. A "kick and kill" strategy has been proposed to eradicate this reservoir, whereby infected T cells are induced to express viral proteins via latency-inducing drugs followed by their elimination by CTLs. It has yet to be determined if stimulation of existing HIV-1-specific CTL will be sufficient, or if new CTLs should be primed from naïve T cells. In this review, we propose that dendritic cells (DCs), the most potent antigen presenting cells, act as dog trainers and can induce T cells (the dogs) to do magnificent tricks. We propose the hypothesis that an HIV-1 cure will require targeting of naïve T cells and will necessitate "teaching new dogs new tricks" while avoiding activation of potentially dysfunctional endogenous memory CTLs (letting the sleeping dogs lie).
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Affiliation(s)
- Kellie N Smith
- Department of Microbiology and Molecular Genetics, University of Pittsburgh, Pittsburgh, PA; Infectious Diseases and Microbiology, University of Pittsburgh, Pittsburgh, PA
| | - Robbie B Mailliard
- Infectious Diseases and Microbiology, University of Pittsburgh, Pittsburgh, PA
| | - Charles R Rinaldo
- Infectious Diseases and Microbiology, University of Pittsburgh, Pittsburgh, PA; Pathology, University of Pittsburgh, Pittsburgh, PA
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