1
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Sewastjanow-Silva M, Xiao L, Gonzalez GN, Wang X, Hofstetter W, Swisher S, Mehran R, Sepesi B, Bhutani MS, Weston B, Coronel E, Waters RE, Rogers JE, Smith J, Lyons L, Reilly N, Yao JC, Ajani JA, Murphy MB. Chemotherapy Plus Atezolizumab Pre- and Post-Resection in Localized Esophageal or Gastroesophageal Junction Adenocarcinomas: A Phase I/II Single-Arm Study. Cancers (Basel) 2024; 16:1378. [PMID: 38611056 PMCID: PMC11011070 DOI: 10.3390/cancers16071378] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2024] [Revised: 03/27/2024] [Accepted: 03/28/2024] [Indexed: 04/14/2024] Open
Abstract
Efforts to improve the prognosis for patients with locally advanced esophageal or gastroesophageal junction (GEJ) adenocarcinoma have focused on neoadjuvant approaches to increase the pathological complete response (pathCR) rate, improve surgical resection, and prolong event-free and overall survival (OS). Building on the recent evidence that PD-1 inhibition plus chemotherapy improves the OS of patients with metastatic GEJ adenocarcinoma, we evaluated whether the application of this strategy in the neoadjuvant setting would improve the pathological response. This single-center phase I/II trial evaluated the safety, toxicity, and efficacy of neoadjuvant atezolizumab with oxaliplatin and 5-fluorouracil (modified FOLFOX) followed by esophagectomy followed by atezolizumab. The primary objective goal was to achieve 20% pathCR. From the twenty enrolled patients, eighteen underwent resection and two (10%, 95% CI: 1.24-31.7%) achieved pathCR. After a median follow-up duration of 40.7 months, 11 patients had disease recurrence and 10 had died. The median disease-free and OS were 28.8 (95% CI: 14.7, NA) and 38.6 months (95% CI: 30.5, NA), respectively. No treatment-related adverse events led to death. Although modified FOLFOX plus atezolizumab did not achieve the expected pathCR, an acceptable safety profile was observed. Our results support the continued development of a more refined strategy (neoadjuvant chemotherapy plus perioperative immunotherapy/targeted agents) with molecular/immune profiling in parallel.
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Affiliation(s)
- Matheus Sewastjanow-Silva
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; (M.S.-S.); (J.S.); (J.C.Y.); (J.A.A.)
| | - Lianchun Xiao
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; (L.X.); (G.N.G.); (X.W.)
| | - Graciela N. Gonzalez
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; (L.X.); (G.N.G.); (X.W.)
| | - Xuemei Wang
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; (L.X.); (G.N.G.); (X.W.)
| | - Wayne Hofstetter
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; (W.H.); (S.S.); (R.M.); (B.S.)
| | - Stephen Swisher
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; (W.H.); (S.S.); (R.M.); (B.S.)
| | - Reza Mehran
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; (W.H.); (S.S.); (R.M.); (B.S.)
| | - Boris Sepesi
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; (W.H.); (S.S.); (R.M.); (B.S.)
| | - Manoop S. Bhutani
- Department of Gastroenterology, Hepatology and Nutrition, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; (M.S.B.); (B.W.); (E.C.)
| | - Brian Weston
- Department of Gastroenterology, Hepatology and Nutrition, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; (M.S.B.); (B.W.); (E.C.)
| | - Emmanuel Coronel
- Department of Gastroenterology, Hepatology and Nutrition, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; (M.S.B.); (B.W.); (E.C.)
| | - Rebecca E. Waters
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA;
| | - Jane E. Rogers
- Department of Pharmacy Clinical Programs, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA;
| | - Jackie Smith
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; (M.S.-S.); (J.S.); (J.C.Y.); (J.A.A.)
| | - Larry Lyons
- Genentech Inc., South San Francisco, CA 94080, USA (N.R.)
| | - Norelle Reilly
- Genentech Inc., South San Francisco, CA 94080, USA (N.R.)
| | - James C. Yao
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; (M.S.-S.); (J.S.); (J.C.Y.); (J.A.A.)
| | - Jaffer A. Ajani
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; (M.S.-S.); (J.S.); (J.C.Y.); (J.A.A.)
| | - Mariela Blum Murphy
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; (M.S.-S.); (J.S.); (J.C.Y.); (J.A.A.)
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2
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Altan M, Li QZ, Wang Q, Vokes NI, Sheshadri A, Gao J, Zhu C, Tran HT, Gandhi S, Antonoff MB, Swisher S, Wang J, Byers LA, Abdel-Wahab N, Franco-Vega MC, Wang Y, Lee JJ, Zhang J, Heymach JV. Distinct patterns of auto-reactive antibodies associated with organ-specific immune-related adverse events. Front Immunol 2023; 14:1322818. [PMID: 38152395 PMCID: PMC10751952 DOI: 10.3389/fimmu.2023.1322818] [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] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Accepted: 11/29/2023] [Indexed: 12/29/2023] Open
Abstract
The roles of preexisting auto-reactive antibodies in immune-related adverse events (irAEs) associated with immune checkpoint inhibitor therapy are not well defined. Here, we analyzed plasma samples longitudinally collected at predefined time points and at the time of irAEs from 58 patients with immunotherapy naïve metastatic non-small cell lung cancer treated on clinical protocol with ipilimumab and nivolumab. We used a proteomic microarray system capable of assaying antibody reactivity for IgG and IgM fractions against 120 antigens for systemically evaluating the correlations between auto-reactive antibodies and certain organ-specific irAEs. We found that distinct patterns of auto-reactive antibodies at baseline were associated with the subsequent development of organ-specific irAEs. Notably, ACHRG IgM was associated with pneumonitis, anti-cytokeratin 19 IgM with dermatitis, and anti-thyroglobulin IgG with hepatitis. These antibodies merit further investigation as potential biomarkers for identifying high-risk populations for irAEs and/or monitoring irAEs during immunotherapy treatment. Trial registration ClinicalTrials.gov identifier: NCT03391869.
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Affiliation(s)
- Mehmet Altan
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Quan-Zhen Li
- Department of Immunology, UT Southwestern Medical Center, Dallas, TX, United States
| | - Qi Wang
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Natalie I. Vokes
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Ajay Sheshadri
- Department of Pulmonary Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Jianjun Gao
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Chengsong Zhu
- Department of Immunology, UT Southwestern Medical Center, Dallas, TX, United States
| | - Hai T. Tran
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Saumil Gandhi
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Mara B. Antonoff
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Stephen Swisher
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Jing Wang
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Lauren A. Byers
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Noha Abdel-Wahab
- Department of General Internal Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Maria C. Franco-Vega
- Department of Hospital Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Yinghong Wang
- Department of Gastroenterology Hepatology and Nutrition, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - J. Jack Lee
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Jianjun Zhang
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - John V. Heymach
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
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3
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Deboever N, Eisenberg M, Hofstetter W, Mehran R, Rajaram R, Rice D, Swisher S, Walsh G, Vaporciyan A, Sepesi B, Antonoff M. 113P Clinical overstaging in pathologic stage I non-small cell lung cancer: Prognostic implications. J Thorac Oncol 2023. [DOI: 10.1016/s1556-0864(23)00368-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/03/2023]
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4
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Shenson JA, Zafereo ME, Lee M, Contrera KJ, Feng L, Boonsripitayanon M, Gross N, Goepfert R, Maniakas A, Wang JR, Grubbs L, Vaporciyan A, Hofstetter W, Swisher S, Mehran R, Rice D, Sepesi B, Antonoff M, Cabanillas M, Busaidy N, Dadu R, Silver NL. Clinical outcomes of combined cervical and transthoracic surgical approaches in patients with advanced thyroid cancer. Head Neck 2023; 45:547-554. [PMID: 36524701 DOI: 10.1002/hed.27260] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Revised: 10/05/2022] [Accepted: 11/21/2022] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND Advanced thyroid disease involving the mediastinum may be managed surgically with a combined transcervical and transthoracic approach. Contemporary analysis of this infrequently encountered cohort will aid the multidisciplinary team in personalizing treatment approaches. METHODS Retrospective review of patients undergoing combined transcervical and transthoracic surgery for thyroid cancer at a single high-volume institution from 1994 to 2015. RESULTS Thirty-eight patients with median age 59 years (range 28-76) underwent surgery without perioperative mortality. Most patients had primary disease. A majority had distant metastases outside the mediastinum but had locoregionally curable disease. Common complications were temporary (39%) and permanent (18%) hypoparathyroidism, and wound infection (13%). One-year overall survival was 84%; 1-year locoregional disease-free survival was 64%. Median time to locoregional recurrence was 36 months. Only esophageal invasion was associated with worse oncologic outcomes. CONCLUSIONS Combined transcervical and transthoracic surgery for advanced thyroid cancer can be performed without mortality and with acceptable morbidity.
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Affiliation(s)
- Jared A Shenson
- Department of Head and Neck Surgery, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Mark E Zafereo
- Department of Head and Neck Surgery, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Mark Lee
- Department of Head and Neck Surgery, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Kevin J Contrera
- Department of Head and Neck Surgery, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Lei Feng
- Department of Biostatistics, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Mongkol Boonsripitayanon
- Department of Head and Neck Surgery, University of Texas MD Anderson Cancer Center, Houston, Texas, USA.,Department of Surgery, Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Neil Gross
- Department of Head and Neck Surgery, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Ryan Goepfert
- Department of Head and Neck Surgery, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Anastasios Maniakas
- Department of Head and Neck Surgery, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Jennifer Rui Wang
- Department of Head and Neck Surgery, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Libby Grubbs
- Department of Surgical Oncology, Division of Endocrine Surgery, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Ara Vaporciyan
- Department of Thoracic Surgical Oncology, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Wayne Hofstetter
- Department of Thoracic Surgical Oncology, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Stephen Swisher
- Department of Thoracic Surgical Oncology, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Reza Mehran
- Department of Thoracic Surgical Oncology, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - David Rice
- Department of Thoracic Surgical Oncology, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Boris Sepesi
- Department of Thoracic Surgical Oncology, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Mara Antonoff
- Department of Thoracic Surgical Oncology, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Maria Cabanillas
- Department of Medicine, Division of Endocrine Neoplasia, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Naifa Busaidy
- Department of Medicine, Division of Endocrine Neoplasia, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Ramona Dadu
- Department of Medicine, Division of Endocrine Neoplasia, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Natalie L Silver
- Department of Otolaryngology-Head & Neck Surgery, Cleveland Clinic, Cleveland, Ohio, USA
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5
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Blum Murphy MA, Nogueras Gonzalez GM, Sewastjanow-Silva M, Wang X, Hofstetter WL, Swisher S, Mehran RJ, Sepesi B, Bhutani MS, Weston B, Coronel E, Waters RE, Rogers JE, Smith J, Lyons L, Reilly N, Yao JC, Ajani JA. Phase I trial of perioperative chemotherapy plus immunotherapy in localized esophageal and gastroesophageal adenocarcinoma. J Clin Oncol 2023. [DOI: 10.1200/jco.2023.41.4_suppl.400] [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: 01/25/2023] Open
Abstract
400 Background: The management of esophageal cancer (EC) and gastroesophageal junction (GEJ) adenocarcinoma has focused on perioperative approaches that aim to increase pathological complete response (pathCR) rates, decrease or delay metastases, improve resectability, and enhance overall survival. Atezolizumab is a humanized immunoglobulin (Ig) G1 monoclonal antibody that targets PD-L1 and inhibits the interaction between PD-L1 and its receptors, PD-1, and B7-1, both of which function as inhibitory receptors expressed on T-cells. Therapeutic binding of PD-L1 by atezolizumab has been shown to enhance the magnitude and quality of tumor-specific T-cell responses, resulting in improved anti-tumor activity. The use of immunotherapy in combination with chemotherapy in the perioperative setting may improve the response rate in patients with localized EC and GEJ adenocarcinoma. Methods: We conducted a phase I study evaluating the efficacy and safety of atezolizumab in combination with oxaliplatin and 5-fluorouracil (modified FOLFOX) therapy in the perioperative setting. Patients with T1N1 or T2-3 (any N) localized EC and GEJ type I or II adenocarcinoma were included. Treatment consisted of oxaliplatin (85 mg/m2 over 2 hours on days 1 and 15) and 5-fluorouracil (2.4g/m2 (over 48 hours) via infusion pump on days 1 and 15) followed by atezolizumab (840 mg via IV on days 1 and 15) of each 28-day cycle for a total of 6 doses followed by surgery and subsequently postoperative atezolizumab 1200 mg IV on Day 1 of each 21-day cycle for 8 more doses. Results: From April 2019 to November 2020, 20 patients were enrolled with a median age of 61 years old and baseline TNM staging: T2-3N0 (n=8), T3N1-N2 (n=10), and T3N3-NX (n=2). Eighteen patients underwent surgery; two patients (11%, 95% credible interval = 1-28%) achieved the primary efficacy objective (pathCR defined as pathological T0N0), and two additional patients (11%) had near complete pathCR with <1% viable tumor. Fifteen patients (83%) had R0 resection. Grade 4 treatment-related events occurred in 2 patients and grade 2 and 3 treatment related events occurred in 9 and 7 patients respectively. No treatment-related events leading to discontinuation of therapy or treatment-related deaths occurred. Forty-five percent of the patients died and 44% of patients had recurrence with a median disease-free survival of 29 months. Conclusions: Results indicate that atezolizumab in combination with oxaliplatin and 5-fluorouracil has an acceptable safety profile providing high tumor regression. This trial supports further research of atezolizumab for the treatment of patients with localized EC and GEJ in the perioperative setting. Clinical trial information: NCT03784326 .
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Affiliation(s)
| | | | | | | | - Wayne L. Hofstetter
- Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Stephen Swisher
- Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Reza J. Mehran
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Boris Sepesi
- Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Manoop S. Bhutani
- Department of Gastroenterology, Hepatology, and Nutrition University of Texas MD Anderson Cancer Center, Houston, TX
| | - Brian Weston
- University of Texas, MD Anderson Cancer Center, Houston, TX
| | | | - Rebecca E Waters
- The University of Texas - MD Anderson Cancer Center, Houston, TX
| | - Jane E. Rogers
- The University of Texas-MD Anderson Cancer Center, Pharmacy Clinical Programs, Houston, TX
| | - Jackie Smith
- The University of Texas, MD Anderson Cancer Center, Houston, TX
| | | | | | - James C. Yao
- University of Texas MD Anderson Cancer Center, Houston, TX
| | - Jaffer A. Ajani
- The University of Texas MD Anderson Cancer Center, Houston, TX
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6
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Akhave N, Zhang J, Bayley E, Frank M, Chiou SH, Behrens C, Chen R, Hu X, Parra ER, Lee WC, Swisher S, Solis L, Weissferdt A, Moran C, Kalhor N, Zhang J, Scheet P, Vaporciyan AA, Sepesi B, Gibbons DL, Heymach JV, Lee JJ, Wistuba II, Andrew Futreal P, Zhang J, Fujimoto J, Reuben A. Immunogenomic profiling of lung adenocarcinoma reveals poorly differentiated tumors are associated with an immunogenic tumor microenvironment. Lung Cancer 2022; 172:19-28. [PMID: 35973335 DOI: 10.1016/j.lungcan.2022.08.007] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [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: 04/13/2022] [Revised: 08/05/2022] [Accepted: 08/06/2022] [Indexed: 10/15/2022]
Abstract
OBJECTIVES Pathologists have routinely observed distinct histologic patterns of growth in early-stage lung adenocarcinoma (LUAD), which have been suggested to be associated with prognosis. Herein, we investigated the relationship between LUAD patterns of growth, as defined by the updated international association for the study of lung cancer (IASLC) grading criteria, and differences in the tumor immune microenvironment to identify predictors of response to immunotherapy. METHODS 174 resected stage I-III LUAD tumors were classified by histologic pattern of growth (i.e. solid, micropapillary, acinar, papillary, and lepidic) and then grouped as well differentiated, moderately differentiated, and poorly differentiated. Comprehensive multiplatform analysis including whole exome sequencing, gene expression profiling, immunohistochemistry, CIBERSORT, and T-cell receptor sequencing was performed and groups were compared for differences in genomic drivers, immune cell infiltrate, clonality, and survival. Finally, multivariate analysis was performed adjusting for pathologic stage and smoking status. RESULTS Poorly differentiated tumors demonstrated a strong association with smoking relative to moderately differentiated or well differentiated tumors. However, unlike in prior reports, poorly differentiated tumors were not associated with a worse survival after curative-intent resection. Genomic analysis revealed that poorly differentiated tumors are associated with high tumor mutation burden but showed no association with oncogenic drivers. Immune analyses revealed that poorly differentiated tumors are associated with increased T-cell clonality, expression of PD-L1, and infiltration by cytotoxic CD8 T-cells, activated CD4 T-cells, and pro-inflammatory (M1) macrophages. Finally, multivariate analysis controlling for stage and smoking status confirmed independence of immune differences between IASLC grade groups. CONCLUSIONS Poorly differentiated tumors, as defined by the updated IASLC grading criteria, are associated with a distinct immunogenic tumor microenvironment that predicts for therapeutic response to immune agents, including checkpoint inhibitors, and should be included in the clinical trial design of immunotherapy studies in early-stage lung adenocarcinoma.
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Affiliation(s)
- Neal Akhave
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe, Houston, TX 77030, USA
| | - Jiexin Zhang
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe, Houston, TX 77030, USA
| | - Erin Bayley
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, 1515 Holcombe, Houston, TX 77030, USA
| | - Meredith Frank
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe, Houston, TX 77030, USA
| | - Shin-Heng Chiou
- Rutgers Cancer Institute of New Jersey, Robert Wood Johnson Medical School, Rutgers, The State University of New Jersey, 195 Little Albany St, New Brunswick, NJ 08901, USA
| | - Carmen Behrens
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe, Houston, TX 77030, USA; Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe, Houston, TX 77030, USA
| | - Runzhe Chen
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe, Houston, TX 77030, USA
| | - Xin Hu
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, 1515 Holcombe, Houston, TX 77030, USA
| | - Edwin Roger Parra
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe, Houston, TX 77030, USA
| | - Won-Chul Lee
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, 1515 Holcombe, Houston, TX 77030, USA
| | - Stephen Swisher
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, 1515 Holcombe, Houston, TX 77030, USA
| | - Luisa Solis
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe, Houston, TX 77030, USA
| | - Annikka Weissferdt
- Department of Epidemiology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe, Houston, TX 77030, USA; Department of Pathology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe, Houston, TX 77030, USA
| | - Cesar Moran
- Department of Epidemiology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe, Houston, TX 77030, USA; Department of Pathology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe, Houston, TX 77030, USA
| | - Neda Kalhor
- Department of Epidemiology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe, Houston, TX 77030, USA; Department of Pathology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe, Houston, TX 77030, USA
| | - Jianhua Zhang
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, 1515 Holcombe, Houston, TX 77030, USA
| | - Paul Scheet
- Department of Epidemiology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe, Houston, TX 77030, USA; Department of Pathology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe, Houston, TX 77030, USA
| | - Ara A Vaporciyan
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, 1515 Holcombe, Houston, TX 77030, USA
| | - Boris Sepesi
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, 1515 Holcombe, Houston, TX 77030, USA
| | - Don L Gibbons
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe, Houston, TX 77030, USA
| | - John V Heymach
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe, Houston, TX 77030, USA
| | - Jack J Lee
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, 1515 Holcombe, Houston, TX 77030, USA
| | - Ignacio I Wistuba
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe, Houston, TX 77030, USA; Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe, Houston, TX 77030, USA
| | - P Andrew Futreal
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, 1515 Holcombe, Houston, TX 77030, USA
| | - Jianjun Zhang
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe, Houston, TX 77030, USA; Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, 1515 Holcombe, Houston, TX 77030, USA.
| | - Junya Fujimoto
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, 1515 Holcombe, Houston, TX 77030, USA.
| | - Alexandre Reuben
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe, Houston, TX 77030, USA.
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7
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Han G, Sinjab A, Hao D, Bolanos LG, Dai E, Solis LM, Parra E, Swisher S, Cascone T, Sepesi B, Fujimoto J, Dubinett S, Wistuba I, Stevenson C, Spira A, Kadara H, Wang L. Abstract 4077: Immune suppressive phenotypes and pre-existing bystander T cell repertoire in early-stage lung adenocarcinoma revealed by integrative single-cell profiling. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-4077] [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
Lung adenocarcinomas (LUADs) constitute the most frequently diagnosed lung cancer subtype and are typified by poor clinical outcome and inferior response to therapy. Strategies to treat LUAD at its earliest stages heavily rely on improved understanding of its pathogenesis. Accumulating evidence shows that progression of cancers, including LUADs, is tightly linked to a dynamic interplay between cancer cells and the tumor immune microenvironment (TIME), which can block activation of tumor-infiltrating T cells (TILs), thereby hindering an effective anti-tumor immune response. Yet, how the TIME is shaped and the mechanisms mediating immune evasion in early-stage LUAD remain poorly understood. To fill this void, we dissected the phenotypic and clonotypic states as well as interaction networks of TILs by performing deep cellular and molecular profiling of 225,641 T cell transcriptomes and their T cell receptor (TCR) repertoire in 16 early-stage LUADs and matched normal lung (NL) samples using simultaneous single-cell RNA and TCR sequencing (scRNA/TCR-seq). Clustering analysis revealed a highly heterogeneous T cell landscape with distinct cell states identified including naïve, effector, regulatory, helper and exhausted cell subsets, as well as cellular phenotypes indicating stress and interferon response. The landscape of TILs in LUAD tissues was far more heterogeneous when compared to NLs, and the compositions and phenotypes of TILs differed significantly across patients and in association with clinicopathological variables. Relative to NLs, LUADs were specifically enriched with regulatory and stress response subsets, whereas fractions of cytotoxic T cell subsets (e.g., CD4+ CTLs, CD8+ tissue-resident memory/TRMs, and CD8+ natural killer T/NKT cells) were decreased. scTCR-seq analysis revealed significantly increased TCR clonotype diversity and reduced clonality in LUADs compared to NLs. We then tracked phenotype transitions of TILs by integrative analysis of TCR clonotypes and transcriptional states. Intriguingly, expanded TCR clonotypes were mostly TILs with effector phenotypes that were largely shared between LUADs and NLs, suggesting that their clonal expansion may not be tumor-specific. Of note, expanded clones were also enriched with immunosuppressive phenotypes (e.g., regulatory, exhausted CD8, and stress response T cells). In contrast, we found that contracted TCR clonotypes were characterized by memory/effector phenotypes. Together, our results reveal and characterize a diverse TIL landscape in early-stage LUAD encompassing a pre-existing and expanded T cell compartment that is likely tumor-unspecific, as well as switching in T cell phenotypes, and that together comprise viable targets for early immunotherapeutic interception of this malignancy.
Citation Format: Guangchun Han, Ansam Sinjab, Dapeng Hao, Lorena Gomez Bolanos, Enyu Dai, Luisa Maren Solis, Edwin Parra, Stephen Swisher, Tina Cascone, Boris Sepesi, Junya Fujimoto, Steven Dubinett, Ignacio Wistuba, Christopher Stevenson, Avrum Spira, Humam Kadara, Linghua Wang. Immune suppressive phenotypes and pre-existing bystander T cell repertoire in early-stage lung adenocarcinoma revealed by integrative single-cell profiling [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 4077.
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Affiliation(s)
- Guangchun Han
- 1The University of Texas, MD Anderson Cancer Center, Houston, TX
| | - Ansam Sinjab
- 1The University of Texas, MD Anderson Cancer Center, Houston, TX
| | - Dapeng Hao
- 1The University of Texas, MD Anderson Cancer Center, Houston, TX
| | | | - Enyu Dai
- 1The University of Texas, MD Anderson Cancer Center, Houston, TX
| | | | - Edwin Parra
- 1The University of Texas, MD Anderson Cancer Center, Houston, TX
| | - Stephen Swisher
- 1The University of Texas, MD Anderson Cancer Center, Houston, TX
| | - Tina Cascone
- 1The University of Texas, MD Anderson Cancer Center, Houston, TX
| | - Boris Sepesi
- 1The University of Texas, MD Anderson Cancer Center, Houston, TX
| | - Junya Fujimoto
- 1The University of Texas, MD Anderson Cancer Center, Houston, TX
| | | | - Ignacio Wistuba
- 1The University of Texas, MD Anderson Cancer Center, Houston, TX
| | | | | | - Humam Kadara
- 1The University of Texas, MD Anderson Cancer Center, Houston, TX
| | - Linghua Wang
- 1The University of Texas, MD Anderson Cancer Center, Houston, TX
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Rocha P, Zhang J, Laza-Briviesca R, Cruz-Bermúdez A, Yoshimura K, Behrens C, Pataer A, Parra-Cuentas E, Haymaker C, Fujimoto J, Swisher S, Heymach J, Gibbons DL, Lee JJ, Sepesi B, Cascone T, Solis LM, Provencio M, Wistuba II, Kadara H. Abstract 6152: Distinct immune gene programs associated with host tumor immunity, neoadjuvant chemotherapy and chemoimmunotherapy in resectable NSCLC. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-6152] [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: Our understanding of the immunopathology of early-stage NSCLC is still limited. While neoadjuvant immunotherapeutic strategies have recently shown anti-tumor effects in resectable NSCLC, their mechanisms remain inadequately understood. Here, we explore immune programs that inform of tumor immunity and response to neoadjuvant chemotherapy and chemoimmunotherapy in localized NSCLC.
Methods: Targeted immune gene sequencing using the HTG Precision Immuno-Oncology panel was performed in localized NSCLCs from three cohorts based on treatment: naïve (n=190), neoadjuvant chemotherapy (n=38) and neoadjuvant chemoimmunotherapy (n=21). Three tumor immune microenvironment (TIME) phenotypes (inflamed, cold, excluded) were derived based on CD8+ T cell infiltration. Signatures of immune cell abundance and immune genes were statistically compared based on tumoral PD-L1 expression, immune phenotypes, associated with pathological response, and were cross-compared across the three cohorts.
Results: PD-L1 positive tumors exhibited increased signature scores for various lymphoid and myeloid cell subsets (both, p<0.05). TIME phenotypes exhibited disparate frequencies by stage, PD-L1 expression, and mutational burden. Inflamed NSCLCs displayed overall significantly heightened levels of immune signatures with the excluded group representing an intermediate state. A signature of cytotoxic T cells was associated with favorable survival in neoadjuvant chemotherapy-treated NSCLCs (p<0.05). Major pathological response to chemoimmunotherapy was positively associated with CD8 T cells (p<0.05) and Th1 cells were significantly reduced post-chemoimmunotherapy (p<0.001). Among the three cohorts, chemoimmunotherapy-treated NSCLCs exhibited highest scores for various immune cell subsets including T effector and B cells (both, p<0.05).
Conclusions: Our findings highlight immune gene programs that may underlie host tumor immunity and response to neoadjuvant chemotherapy and chemoimmunotherapy in early-stage NSCLC.
Citation Format: Pedro Rocha, Jiexin Zhang, Raquel Laza-Briviesca, Alberto Cruz-Bermúdez, Katsuhiro Yoshimura, Carmen Behrens, Apar Pataer, Edwin Parra-Cuentas, Cara Haymaker, Junya Fujimoto, Stephen Swisher, John Heymach, Don L. Gibbons, J Jack Lee, Boris Sepesi, Tina Cascone, Luisa M. Solis, Mariano Provencio, Ignacio I. Wistuba, Humam Kadara. Distinct immune gene programs associated with host tumor immunity, neoadjuvant chemotherapy and chemoimmunotherapy in resectable 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 6152.
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Affiliation(s)
- Pedro Rocha
- 1MD Anderson Cancer Center, Houston, Texas, Houston, TX
| | - Jiexin Zhang
- 1MD Anderson Cancer Center, Houston, Texas, Houston, TX
| | | | | | | | | | - Apar Pataer
- 1MD Anderson Cancer Center, Houston, Texas, Houston, TX
| | | | - Cara Haymaker
- 1MD Anderson Cancer Center, Houston, Texas, Houston, TX
| | | | | | - John Heymach
- 1MD Anderson Cancer Center, Houston, Texas, Houston, TX
| | | | - J Jack Lee
- 1MD Anderson Cancer Center, Houston, Texas, Houston, TX
| | - Boris Sepesi
- 1MD Anderson Cancer Center, Houston, Texas, Houston, TX
| | - Tina Cascone
- 1MD Anderson Cancer Center, Houston, Texas, Houston, TX
| | | | | | | | - Humam Kadara
- 1MD Anderson Cancer Center, Houston, Texas, Houston, TX
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Han G, Sinjab A, Treekitkarnmongkol W, Hao D, Dai E, Solis LM, Parra ER, Swisher S, Cascone T, Sepesi B, Chen J, Dubinett S, Fujimoto J, Wistuba II, Stevenson CS, Spira AE, Wang L, Kadara H. Abstract 2126: Single-cell sequencing of early-stage lung adenocarcinomas reveals prominent intratumoral heterogeneity and epithelial plasticity programs. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-2126] [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
Decoding the complex molecular and cellular processes during lung adenocarcinoma (LUAD) development is needed to devise early intervention strategies. To comprehensively capture LUAD neoplastic heterogeneity and cellular plasticity, we performed single-cell RNA-sequencing (scRNA-seq) of 257,481 enriched epithelial cells (EPCAM+ sorting) from 16 early-stage LUADs, each with 3 matched normal lung (NL) samples at defined spatial proximities to the tumor (n=47). 29,076 LUAD-derived cells clustered by patient and harbored distinct gene expression features (e.g., oxidative stress response), signifying interpatient LUAD heterogeneity. We also identified, using whole exome sequencing (WES) of matching lung and germline control samples, recurrent oncogenic driver alterations (e.g., EGFR, TP53, KRAS). Transcriptomic features of malignant cells were shared between LUADs (e.g., loss of lineage-specific gene expression) or private such as those associated with driver mutation status (e.g., KRAS). Indeed, clusters of malignant cells were overall segregated based on driver mutations (e.g., KRAS, EGFR). Malignant cells from KRAS-mutant LUADs (KM-LUADs) had increased activation of NF-kB, estrogen and hypoxia signaling, comprising a unique gene module (GM) that correlated with a less differentiated state. We also found hallmark pathways (cholesterol metabolism, DNA replication, cell fate decision) specific to EGFR-mutant LUADs (EM-LUADs). Notably, cells from one EM-LUAD and its 3 multiregion NL tissues clustered closely and had activated pro-tumor lymphoid signatures (CD4 naïve, Treg). Mutation burden increased with tumor proximity and intriguingly, EGFR exon20 mutation was evident in the tumor (VAF = 0.29) and its most proximal NL (VAF = 0.05), signifying a mutational field effect. Copy number variations (CNVs) derived from WES of all samples were overall consistent with those inferred from scRNA-seq data. Relative to EM-LUADs, malignant cells from KM-LUADs displayed lower CNV burdens. Interpatient CNV heterogeneity was prominent even among LUADs harboring the same oncogenic drivers. Notably, intratumor heterogeneity (ITH) was high among epithelial cells within single regions from the same LUAD. Among LUADs, malignant cell clades with KRAS mutations and lower CNV scores displayed less differentiated states. To investigate biological pathways driving ITH, we derived 6 GMs with tumor-relevant functional features, including a transcription/translation regulation GM that consistently correlated with reduced differentiation. Our analysis of a large number of lung epithelial cells from LUAD patients reveals in-depth insights into LUAD taxonomy which can help identify epithelial heterotypes, unravel the continuum of early differentiation events and expand our understanding of early LUAD pathogenesis.
Citation Format: Guangchun Han, Ansam Sinjab, Warapen Treekitkarnmongkol, Dapeng Hao, Enyu Dai, Luisa M. Solis, Edwin R. Parra, Stephen Swisher, Tina Cascone, Boris Sepesi, Jichao Chen, Steven Dubinett, Junya Fujimoto, Ignacio I. Wistuba, Christopher S. Stevenson, Avrum E. Spira, Linghua Wang, Humam Kadara. Single-cell sequencing of early-stage lung adenocarcinomas reveals prominent intratumoral heterogeneity and epithelial plasticity programs [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 2126.
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Affiliation(s)
| | | | | | - Dapeng Hao
- 1UT MD Anderson Cancer Center, Houston, TX
| | - Enyu Dai
- 1UT MD Anderson Cancer Center, Houston, TX
| | | | | | | | | | | | | | | | | | | | | | - Avrum E. Spira
- 3Lung Cancer Initiative at Johnson and Johnson, Boston, MA
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Hao D, Han G, Sinjab A, Bolanos LG, Segura RL, Dai E, Soto LMS, Parra E, Wargo J, Swisher S, Cascone T, Sepesi B, Fujimoto J, Dubinett S, Wistuba I, Stevenson C, Spira A, Kadara H, Wang L. Abstract 6148: Immunogenomic landscape of tumor-infiltrating B and plasma cells in early-stage lung adenocarcinoma. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-6148] [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
Lung adenocarcinoma (LUAD) is the leading cause of cancer-related deaths in lifetime smokers. Relative to recent advances in immunotherapy of advanced-stage LUAD, there are very limited strategies for early immune-based treatment or interception of the malignancy in its primitive stages. This is largely due to a poor understanding of the roles and functional phenotypes of distinct immune cell subsets and how they evolve early in LUAD pathogenesis. For instance, while T cells have been a central focus of cancer immunopathology and immunotherapy, the roles of tumor-infiltrating B and plasma cells (TIBs) in the activity of the adaptive immune response along the pathogenic course of solid tumors such as LUAD are extremely poorly understood. To fill these voids, we conducted pan-cancer single-cell RNA sequencing (scRNA-seq) analysis of TIBs using public and in-house cohorts of >15 cancers and matched normal samples. We found that fractions of TIBs, including plasma cells (PCs), were evidently high in the tumor microenvironment (TME) of LUADs, particularly in smokers. We then performed multi-region paired scRNA-seq and single-cell B cell receptor sequencing (scBCR-seq) of tumors and three matched normal lung (NL) tissue samples with varying spatial proximity from each of the tumors of 16 early-stage LUAD patients. Fractions of TIBs including PCs and memory B cells were immensely increased in the TME of early-stage LUADs compared to uninvolved NL, and conversely, the abundance of naïve B cells was markedly decreased. TIB fractions were progressively increased along the pathologic continuum of NL, premalignant lesions (PMLs), up to invasive LUAD. Consistently, expression of the B cell chemotactic CXCL13 - CXCR5 axis in T cells and TIBs, respectively, was increased in both PMLs and LUADs relative to NL. Simultaneous scBCR-seq revealed markedly reduced clonality of BCR repertoires in LUAD compared to NL. Multi-region NL tissues showed progressively increasing BCR clonotype diversity and immunoglobin somatic hypermutation (SHM) with increasing proximity to tumors. BCR clonality was strikingly lower in smoker LUADs relative to non-smoker tumors as well as progressively attenuated with increasing pathologic stage. TIBs in the LUAD TME were mostly composed of terminally differentiated IgA+ or IgG+ PCs and memory B cells with an immunosuppressive phenotype. To understand how TIBs shape the LUAD TME, we also profiled interactions of TIBs with other TME cell components and identified TIB subsets showing strong co-occurrence patterns with immunosuppressive T cell subsets. By comprehensively defining transcriptional profiles, SHM and antibody repertories, as well as cellular interactions of TIBs at single-cell resolution, our results map out the geospatial landscape of TIBs in early-stage LUAD and provide a valuable resource to leverage targets for innovative immunomodulatory strategies.
Citation Format: Dapeng Hao, Guangchun Han, Ansam Sinjab, Lorena Gomez Bolanos, Rossana Lazcano Segura, Enyu Dai, Luisa Maren Solis Soto, Edwin Parra, Jennifer Wargo, Stephen Swisher, Tina Cascone, Boris Sepesi, Junya Fujimoto, Steven Dubinett, Ignacio Wistuba, Christopher Stevenson, Avrum Spira, Humam Kadara, Linghua Wang. Immunogenomic landscape of tumor-infiltrating B and plasma cells in early-stage lung adenocarcinoma [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 6148.
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Affiliation(s)
- Dapeng Hao
- 1The University of Texas, MD Anderson Cancer Center, Houston, TX
| | - Guangchun Han
- 1The University of Texas, MD Anderson Cancer Center, Houston, TX
| | - Ansam Sinjab
- 1The University of Texas, MD Anderson Cancer Center, Houston, TX
| | | | | | - Enyu Dai
- 1The University of Texas, MD Anderson Cancer Center, Houston, TX
| | | | - Edwin Parra
- 1The University of Texas, MD Anderson Cancer Center, Houston, TX
| | - Jennifer Wargo
- 1The University of Texas, MD Anderson Cancer Center, Houston, TX
| | - Stephen Swisher
- 1The University of Texas, MD Anderson Cancer Center, Houston, TX
| | - Tina Cascone
- 1The University of Texas, MD Anderson Cancer Center, Houston, TX
| | - Boris Sepesi
- 1The University of Texas, MD Anderson Cancer Center, Houston, TX
| | - Junya Fujimoto
- 1The University of Texas, MD Anderson Cancer Center, Houston, TX
| | | | - Ignacio Wistuba
- 1The University of Texas, MD Anderson Cancer Center, Houston, TX
| | | | | | - Humam Kadara
- 1The University of Texas, MD Anderson Cancer Center, Houston, TX
| | - Linghua Wang
- 1The University of Texas, MD Anderson Cancer Center, Houston, TX
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Li Z, Hubert SM, Zhang R, Song X, Karpinets T, Weissferdt A, Little L, Mohammad M, Gumbs C, Negrao MV, Zhang J, Pataer A, Swisher S, Vaporciyan AA, Roth JA, Heymach J, Sepesi B, Gibbons DL, Fang B, Zhang J. Molecular parameters impacting the success rate of a lung cancer PDX model. J Clin Oncol 2022. [DOI: 10.1200/jco.2022.40.16_suppl.e20592] [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: 11/20/2022] Open
Abstract
e20592 Background: Patient-derived xenograft (PDX) models can provide renewable cancer tissue resources, are being increasingly utilized for the molecular characterizations of cancers and preclinical studies on drug activities, and have the potential to advance biomarker identification. Previous research has demonstrated that PDX tumors preserve the histologic and morphologic characteristics and gene expression and mutation patterns of primary tumors, and correlate to patient survival. Tumor histological subtypes and differentiation grades are known to contribute to the success of PDX intake, but little is known about how molecular features associate with the success of PDX engraftment or whether PDX preserves subclonal architecture of primary tumors. Methods: To fill this void, we analyzed 252 primary tumor samples from the SPORE/ICON project at MD Anderson Cancer Center that were used for generating PDXs and had comprehensive genomic, transcriptomic, and immune profiling data available to evaluate the parameters impacting the intake success of lung cancer PDXs. In order to establish the impact of molecular features on PDX intake success we also assessed the fidelity of PDX in representing the molecular features of this cohort of primary tumors. Results: Only 36% of the primary tumors in this study successfully generated a PDX, with Squamous Cell Carcinoma PDX demonstrating an intake rate of 67% and Adenocarcinoma PDX demonstrating an intake rate of 21%. Genomic architecture derived from whole exome sequencing showed not only 43% (38-48%) of mutations shared, but also similar clonal architecture between primary tumors and PDX. Higher copy number aberration burden, high tumor purity and low immune infiltration in primary tumors were found to be associated with successful intake of PDX. Transcriptomics revealed 6,103 genes differentially expressed between primary tumors with successful PDX intake versus those which were unsuccessful. Pathway analysis of these genes indicated that inhibition of cell proliferation, signaling, and migration as well as DNA replication, recombination and repair were associated with PDX intake failure regardless of histology. Conclusions: These findings indicate that PDX intake success is regulated by molecular features and multiomic evaluation of lung cancer primary tumors can be used as a marker for determining which samples to use for PDX model generation.
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Affiliation(s)
- Ziyi Li
- The University of Texas MD Anderson Cancer Center, Department of Biostatistics, Houston, TX
| | | | - Ran Zhang
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Xingzhi Song
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - Annikka Weissferdt
- Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Latasha Little
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - Curtis Gumbs
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Marcelo Vailati Negrao
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Jianhua Zhang
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Apar Pataer
- Univ of Texas MD Anderson Cancer Ctr, Houston, TX
| | - Stephen Swisher
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Ara A. Vaporciyan
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Jack A. Roth
- Department of Thoracic and cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - John Heymach
- Department of Thoracic Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Boris Sepesi
- Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Don Lynn Gibbons
- Department of Thoracic/Head and Neck Medical Oncology, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Bingliang Fang
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Jianjun Zhang
- Department of Thoracic and Head and Neck Medical Oncology, University of Texas MD Anderson Cancer Center, Department of Genomic Medicine, University of Texas MD Anderson Cancer Center, Houston, TX
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Altan M, Wang Q, Li QZ, Zhu C, Tran HT, Sheshadri A, Gandhi S, Antonoff M, Swisher S, Vokes NI, Spelman AR, Lee JJ, Zhang J, Heymach J. Auto-reactive antibodies as predictive markers for immune checkpoint–induced pneumonitis. J Clin Oncol 2022. [DOI: 10.1200/jco.2022.40.16_suppl.2554] [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: 11/20/2022] Open
Abstract
2554 Background: Certain immune-related adverse events (irAEs) that emerge with immune checkpoint blockade share clinical features of autoimmune conditions. Preexisting auto-reactive antibodies and their contribution to irAEs have not been well defined, and observations are limited. Methods: We longitudinally collected patient plasma samples from a clinical trial that combines immune checkpoint inhibitors, Ipilimumab, and Nivolumab (I+N) with subsequent radiation therapy (Lonestar, NCT03391869). Plasma samples were collected at baseline, after 12 weeks of I+N (induction), and at the time of Grade ≥ 2 pneumonitis (CTCAEv5.0). Auto reactive antibody profiles were analyzed using a fluorescence-based assay system that measures more than 130 antigens and is capable of assaying antibody reactivity for IgG and IgM fractions, including nuclear-cytosolic and tissue-specific antigens. Selected antibodies had a reportable result range, reference intervals, and reproducibility with quality controls. A paired t-test was used to compare the mean of longitudinally collected baseline and toxicity samples. An unpaired t-test was used to compare differences between groups. The False Discovery Rate was used to control the Type I error rate of multiple comparisons. Results: In the study cohort, G≥2 pneumonitis was observed in 11 patients out of 194 (5.6%). Serum was collected at baseline for all 11 patients, and 9 of the 11 patients had a serum sample collected at the time of pneumonitis event. Longitudinal serum samples (baseline and post-induction) collected from 32 patients without any irAEs were used as control. At baseline AChR3 and calmodulin antibodies were elevated in patients who developed pneumonitis, compared with baseline samples from controls (p≤0.05). At the time of pneumonitis IgM antibodies against AChR3, CXCL10, NSE, BAFF, CA242, Cytokeratin 19 were noted to be elevated in serum for pneumonitis cases compared with post induction samples from control (p≤0.005). Conclusions: We identified auto reactive antibodies associated with a higher risk of immunotherapy associated pneumonitis in patients treated with ipilimumab and nivolumab. These included auto reactive antibodies against proteins associated with lung injury (AChR3), lung inflammation (BAFF, CXCL10) and against alveolar epithelium (Cytokeratin 19). Future studies are warranted to determine if auto-reactive antibodies can be used as pre-treatment risk markers or to diagnose pneumonitis and may offer insights into to mechanisms that predispose toward pneumonitis.
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Affiliation(s)
| | - Qi Wang
- MD Anderson Cancer Center, Bioinformatics and Comp Biology, Houston, TX
| | | | - Chengsong Zhu
- UT Southwestern Medical Center Microarray Core Facility, Dallas, TX
| | - Hai T. Tran
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - Saumil Gandhi
- University of Texas MD Anderson Cancer Center, Houston, TX
| | - Mara Antonoff
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Stephen Swisher
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - Amy R. Spelman
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - J. Jack Lee
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Jianjun Zhang
- Department of Thoracic and Head and Neck Medical Oncology, University of Texas MD Anderson Cancer Center, Department of Genomic Medicine, University of Texas MD Anderson Cancer Center, Houston, TX
| | - John Heymach
- Department of Thoracic Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
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Altan M, Sui D, Gandhi S, Swisher S, Vokes NI, Antonoff M, Zhang J, Blumenschein GR, Cascone T, Elamin YY, Gay CM, Gibbons DL, Le X, Negrao MV, Skoulidis F, Tsao AS, Tu JC, Spelman AR, Lee JJ, Heymach J. Clinical outcome and potential benefits of post-progression immunotherapy for patients with metastatic NSCLC with primary resistance to ipilumumab and nivolumab in the LONESTAR phase III study. J Clin Oncol 2022. [DOI: 10.1200/jco.2022.40.16_suppl.9049] [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: 11/20/2022] Open
Abstract
9049 Background: Primary resistance to immune checkpoint inhibitor (ICI) therapy remains a major challenge in clinical oncology. Here, we describe the clinical outcome of patients who experienced radiologic progression within 12 weeks of therapy with nivolumab and ipilimumab (I+N) for metastatic non-small cell lung cancer (mNSCLC). Methods: The LONESTAR study is an ongoing phase III study (NCT03391869). Study enrolls patients with immunotherapy naïve mNSCLC (prior chemotherapy is allowed). All patients receive I+N for 12 weeks and are randomized to experimental therapy vs. control arm if they did not have disease progression. Patients who experience radiologic progression per RECIST v1.1 are not randomized and removed from the study. Treatment beyond progression is allowed if they clinically benefit from the systemic therapy. We prospectively collected clinicopathologic and radiologic outcome data from patients who experienced radiologic progression within 12 weeks of I+N therapy and have not randomized to investigational therapy. We described the primary progression pattern. We collected subsequent treatment, radiologic, and toxicity data and calculated clinical outcomes, including progression-free survival (PFS) and overall survival (OS). Results: Of the 194 patients who received at least one dose of I+N therapy, 72 patients had clinical and/or radiologic progression at ≤ 12 weeks. Thirty-five (35; 48%) patients did not receive subsequent treatment, 21 (29%) patients received subsequent 2nd line systemic therapy, and 16 (22%) patients were continued on I+N beyond radiologic progression due to ongoing clinical benefit. Among patients treated with 2nd line therapy, 13 patients were treated with platinum doublet +/- anti-PD-(L)1, seven (7) patients were treated with single-agent chemotherapy +/- VEGF inhibitor, and one (1) patient was treated with targeted therapy. The PFS for the 2nd line therapy was 6.5 months (95%CI: 4.8, 8.9), and OS was 10.4 months (95%Cl: 6.6, 16.1). Among the 16 patients treated with I+N beyond progression, 13 had a mixed response to induction therapy, where primary progression was most frequently observed in mediastinal lymph nodes. LCT with radiotherapy was utilized with I+N in 10 patients. The median duration of post-progression treatment with I+N plus LCT was 8.7 months (95%Cl: 5.9, 22.3) and 5.6 months (95%Cl 4.4, 11.5) with I+N alone. The OS was 19.5 months (95% CI: 6.2,18.7). Conclusions: In this study cohort, primary resistance to I+N was observed in 37% of the patients, and in a subset of these patients treated with post-progression I+N, either alone or in combination with LCT, durable clinical benefit was observed. Further studies are warranted to identify which patients are most likely to benefit from post-progression I+N. Clinical trial information: NCT03391869.
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Affiliation(s)
| | - Dawen Sui
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Saumil Gandhi
- University of Texas MD Anderson Cancer Center, Houston, TX
| | - Stephen Swisher
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Natalie I Vokes
- Thoracic Head & Neck Medical Oncology & Department of Genomic Medicine, MD Anderson Cancer Center, Houston, TX
| | - Mara Antonoff
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Jianjun Zhang
- Department of Thoracic and Head and Neck Medical Oncology, University of Texas MD Anderson Cancer Center, Department of Genomic Medicine, University of Texas MD Anderson Cancer Center, Houston, TX
| | - George R. Blumenschein
- Department of Thoracic and Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Tina Cascone
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Yasir Y Elamin
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - Don Lynn Gibbons
- Department of Thoracic/Head and Neck Medical Oncology, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Xiuning Le
- University of Texas MD Anderson Cancer Center, Houston, TX
| | - Marcelo Vailati Negrao
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - Anne S. Tsao
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - Amy R. Spelman
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - J. Jack Lee
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | - John Heymach
- Department of Thoracic Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
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14
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Liu Y, Zhang Z, Rinsurongkawong W, Gay CM, Le X, Ning MS, Lewis J, Rinsurongkawong V, Lee JJ, Roth J, Swisher S, Gandhi S, Lee PP, Gibbons DL, Vaporciyan AA, Heymach JV, Zhang J, Lin SH. Association of Driver Oncogene Variations With Outcomes in Patients With Locally Advanced Non-Small Cell Lung Cancer Treated With Chemoradiation and Consolidative Durvalumab. JAMA Netw Open 2022; 5:e2215589. [PMID: 35666500 PMCID: PMC9171557 DOI: 10.1001/jamanetworkopen.2022.15589] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/15/2023] Open
Abstract
IMPORTANCE Consolidative durvalumab after definitive chemoradiation for unresectable locally advanced non-small cell lung cancer (NSCLC) can significantly improve progression-free survival (PFS) and overall survival (OS), as shown in the PACIFIC trial. However, whether patients with driver variations derive equal benefit from this regimen remains unclear. OBJECTIVES To compare outcomes of patients with locally advanced NSCLC with and without driver variations treated with the PACIFIC regimen. DESIGN, SETTING, AND PARTICIPANTS This cohort study examined 104 patients with unresectable locally advanced NSCLC with mutational profiling treated at a tertiary cancer center with definitive chemoradiation and consolidative durvalumab from June 2017 through May 2020. Patients with recurrent disease or those receiving postoperative therapy were excluded. Outcomes were analyzed with Kaplan-Meier and multivariate regression analyses. EXPOSURES Patients were grouped according to the presence of non-KRAS driver variations (EGFR exon 19 deletion, EGFR exon 20 insertion, EGFR exon 21 mutation [L858R], ERBB2 exon 20 insertion, EML4-ALK fusion, MET exon 14 skipping, NTRK2 fusion), KRAS driver variations, or no driver variations. MAIN OUTCOMES AND MEASURES The primary outcomes were PFS, OS, and second progression-free survival (PFS2) times. RESULTS The 104 patients had a median (IQR) age of 65.1 (9.8) years, with 55 females (53%) and 85 former or current smokers (88%). There were 43 patients (41%) with driver variations with a median PFS time of 8.4 months vs 40.1 months for patients without driver variations (hazard ratio [HR], 2.75; 95% CI, 1.64-4.62; log-rank P < .001). Both patients with non-KRAS and KRAS driver variations had worse PFS. No difference in OS was found between patients with and without driver variations (log rank P = .24). Among the 63 patients who developed progressive disease, those with non-KRAS driver variations had a median PFS2 time of 13.7 months vs 4.4 months for all other patients (HR, 0.37; 95% CI, 0.21-0.64; log-rank P = .001). Rates of overall grade 2 toxic effects or higher did not differ by driver mutation status. CONCLUSIONS AND RELEVANCE In this cohort study, driver variations in patients with unresectable locally advanced NSCLC were associated with significantly shorter PFS time after definitive chemoradiation and consolidative durvalumab. These findings suggest the need to consider additional or alternative treatment options to the PACIFIC regimen for patients with driver variations.
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Affiliation(s)
- Yufei Liu
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston
| | - Zhe Zhang
- Department of Sociology, Rice University, Houston, Texas
| | - Waree Rinsurongkawong
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston
| | - Carl M. Gay
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston
| | - Xiuning Le
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston
| | - Matthew S. Ning
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston
| | - Jeff Lewis
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston
| | | | - J. Jack Lee
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston
| | - Jack Roth
- Department of Thoracic and Cardiothoracic Surgery, The University of Texas MD Anderson Cancer Center, Houston
| | - Stephen Swisher
- Department of Thoracic and Cardiothoracic Surgery, The University of Texas MD Anderson Cancer Center, Houston
| | - Saumil Gandhi
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston
| | - Percy P. Lee
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston
| | - Don L. Gibbons
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston
| | - Ara A. Vaporciyan
- Department of Thoracic and Cardiothoracic Surgery, The University of Texas MD Anderson Cancer Center, Houston
| | - John V. Heymach
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston
| | - Jianjun Zhang
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston
| | - Steven H. Lin
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston
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15
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Ahmed T, Mouhayar E, Song J, Koutroumpakis E, Palaskas NL, Yusuf SW, Lopez-Mattei J, Hassan SA, Kim P, Cilingiroglu M, Marmagkiolis K, Vaporciyan AA, Swisher S, Deswal A, Iliescu C. Predictors of Recurrence and Survival in Cancer Patients With Pericardial Effusion Requiring Pericardiocentesis. Front Cardiovasc Med 2022; 9:916325. [PMID: 35711368 PMCID: PMC9192944 DOI: 10.3389/fcvm.2022.916325] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2022] [Accepted: 05/10/2022] [Indexed: 11/27/2022] Open
Abstract
Aim This study investigated the factors predicting survival and the recurrence of pericardial effusion (PE) requiring pericardiocentesis (PCC) in patients with cancer. Materials and Methods We analyzed the data of patients who underwent PCC for large PEs from 2010 to 2020 at The University of Texas MD Anderson Cancer Center. The time to the first recurrent PE requiring PCC was the interval from the index PCC with pericardial drain placement to first recurrent PE requiring drainage (either repeated PCC or a pericardial window). Univariate and multivariate Fine-Gray models accounting for the competing risk of death were used to identify predictors of recurrent PE requiring drainage. Cox regression models were used to identify predictors of death. Results The study cohort included 418 patients with index PCC and pericardial drain placement, of whom 65 (16%) had recurrent PEs requiring drainage. The cumulative incidences of recurrent PE requiring drainage at 12 and 60 months were 15.0% and 15.6%, respectively. Younger age, anti-inflammatory medication use, and solid tumors were associated with an increased risk of recurrence of PE requiring drainage, and that echocardiographic evidence of tamponade at presentation and receipt of immunotherapy were associated with a decreased risk of recurrence. Factors predicting poor survival included older age, malignant effusion on cytology, non-use of anti-inflammatory agents, non-lymphoma cancers and primary lung cancer. Conclusion Among cancer patients with large PEs requiring drainage, young patients with solid tumors were more likely to experience recurrence, while elderly patients and those with lung cancer, malignant PE cytology, and non-use of anti-inflammatory agents showed worse survival.
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Affiliation(s)
- Talha Ahmed
- Department of Cardiology, The University of Texas Health Science Center at Houston, Houston, TX, United States
- Department of Cardiology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Elie Mouhayar
- Department of Cardiology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Juhee Song
- Department of Biostatistics, The University of Texas Health Science Center at Houston, Houston, TX, United States
| | - Efstratios Koutroumpakis
- Department of Cardiology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Nicolas L. Palaskas
- Department of Cardiology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Syed Wamique Yusuf
- Department of Cardiology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Juan Lopez-Mattei
- Department of Cardiology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Saamir A. Hassan
- Department of Cardiology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Peter Kim
- Department of Cardiology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Mehmet Cilingiroglu
- Department of Cardiology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Konstantinos Marmagkiolis
- Department of Cardiology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Ara A. Vaporciyan
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Stephen Swisher
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Anita Deswal
- Department of Cardiology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Cezar Iliescu
- Department of Cardiology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
- *Correspondence: Cezar Iliescu,
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16
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Bostock IC, Zhou N, Antonoff MB, Murphy MB, Lin S, Maru D, Mehran R, Rajaram R, Rice D, Sepesi B, Swisher S, Vaporciyan A, Walsh G, Hofstetter W. Prolonged neutrophilia is associated with worse outcomes after Esophagectomy. Dis Esophagus 2022; 35:6459930. [PMID: 34897440 DOI: 10.1093/dote/doab081] [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] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/23/2021] [Revised: 10/18/2021] [Indexed: 12/11/2022]
Abstract
Neutrophilia is a potential biomarker for postoperative complications and oncologic outcomes. There is a paucity of data regarding neutrophilia in patients with esophageal adenocarcinoma. Our Institutional Database was queried for esophageal adenocarcinoma patients who underwent esophagectomy from 2006 to 2019. Complete blood counts (CBC), demographic characteristics, perioperative and oncologic outcomes were evaluated. Two groups were created based on the presence of prolonged neutrophilia (PN, >7,000 absolute neutrophils 90 days after surgery). Univariate, multivariable, and survival analysis were performed (P-value < 0.05). We identified 686 patients with complete CBC data: 565 in the no prolonged neutrophilia (NPN) and 121 in the PN groups (17.6%). The mean age was 54 versus 48 years in the NPN and PN groups (P = 0.01). There was no difference in height, weight, gender, race, tumor size, histology, pTNM, PS, ASA, salvage procedure, neoadjuvant treatment and comorbidities. On multivariable analysis, the PN group had increased transfusions (19.8% vs. 11.9%; P = 0.02), aspiration (13.2% vs. 2.5%; P = 0.002), pulmonary embolus (3.3% vs. 0.4%; P = 0.02), cardiac arrest (5% vs. 0.4%; P = 0.02) and hematologic complications (23.1% vs. 12.6%; P = 0.01). After controlling for any postoperative complication, PN had increased distant recurrence (24% vs. 12.7%; hazard ration [HR]: 2.3, 95% confidence interval [CI] 1.42-3.9; P = 0.001) and decreased OS (33.8% vs. 49.7%, HR: 1.83, 95% CI: 1.19-2.81; P = 0.006); median follow up 77 months (46-109). PN was predictive of distant recurrence and decreased overall survival. Further work investigating these neutrophil populations represents a potential area for biomarker research, immunomodulation, and may guide postoperative surveillance strategies.
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Affiliation(s)
- Ian C Bostock
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Nicolas Zhou
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Mara B Antonoff
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Mariela Blum Murphy
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Steven Lin
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Dipen Maru
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Reza Mehran
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Ravi Rajaram
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - David Rice
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Boris Sepesi
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Stephen Swisher
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Ara Vaporciyan
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Garrett Walsh
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Wayne Hofstetter
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
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17
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Alhalabi O, Chen J, Zhang Y, Lu Y, Wang Q, Ramachandran S, Tidwell RS, Han G, Yan X, Meng J, Wang R, Hoang AG, Wang WL, Song J, Lopez L, Andreev-Drakhlin A, Siefker-Radtke A, Zhang X, Benedict WF, Shah AY, Wang J, Msaouel P, Zhang M, Guo CC, Czerniak B, Behrens C, Soto L, Papadimitrakopoulou V, Lewis J, Rinsurongkawong W, Rinsurongkawong V, Lee J, Roth J, Swisher S, Wistuba I, Heymach J, Wang J, Campbell MT, Efstathiou E, Titus M, Logothetis CJ, Ho TH, Zhang J, Wang L, Gao J. MTAP deficiency creates an exploitable target for antifolate therapy in 9p21-loss cancers. Nat Commun 2022; 13:1797. [PMID: 35379845 PMCID: PMC8980015 DOI: 10.1038/s41467-022-29397-z] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [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: 09/18/2020] [Accepted: 03/10/2022] [Indexed: 12/14/2022] Open
Abstract
Methylthioadenosine phosphorylase, an essential enzyme for the adenine salvage pathway, is often deficient (MTAPdef) in tumors with 9p21 loss and hypothetically renders tumors susceptible to synthetic lethality by antifolates targeting de novo purine synthesis. Here we report our single arm phase II trial (NCT02693717) that assesses pemetrexed in MTAPdef urothelial carcinoma (UC) with the primary endpoint of overall response rate (ORR). Three of 7 enrolled MTAPdef patients show response to pemetrexed (ORR 43%). Furthermore, a historic cohort shows 4 of 4 MTAPdef patients respond to pemetrexed as compared to 1 of 10 MTAP-proficient patients. In vitro and in vivo preclinical data using UC cell lines demonstrate increased sensitivity to pemetrexed by inducing DNA damage, and distorting nucleotide pools. In addition, MTAP-knockdown increases sensitivity to pemetrexed. Furthermore, in a lung adenocarcinoma retrospective cohort (N = 72) from the published BATTLE2 clinical trial (NCT01248247), MTAPdef associates with an improved response rate to pemetrexed. Our data demonstrate a synthetic lethal interaction between MTAPdef and de novo purine inhibition, which represents a promising therapeutic strategy for larger prospective trials.
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Affiliation(s)
- Omar Alhalabi
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Jianfeng Chen
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Yuxue Zhang
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Yang Lu
- Department of Nuclear Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Qi Wang
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Sumankalai Ramachandran
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Rebecca Slack Tidwell
- Department of Biostatistics,, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Guangchun Han
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Xinmiao Yan
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Jieru Meng
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Ruiping Wang
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Anh G Hoang
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Wei-Lien Wang
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Jian Song
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Lidia Lopez
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Alex Andreev-Drakhlin
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Arlene Siefker-Radtke
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Xinqiao Zhang
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - William F Benedict
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Amishi Y Shah
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Jennifer Wang
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Pavlos Msaouel
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Miao Zhang
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Charles C Guo
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Bogdan Czerniak
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Carmen Behrens
- Department of Thoracic, Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Luisa Soto
- Department of Translational molecular pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Vassiliki Papadimitrakopoulou
- Department of Thoracic, Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Jeff Lewis
- Department of Biostatistics,, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Waree Rinsurongkawong
- Department of Biostatistics,, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Vadeerat Rinsurongkawong
- Department of Biostatistics,, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Jack Lee
- Department of Biostatistics,, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Jack Roth
- Department of Thoracic and Cardiovascular surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Stephen Swisher
- Department of Thoracic and Cardiovascular surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Ignacio Wistuba
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - John Heymach
- Department of Thoracic, Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Jing Wang
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Matthew T Campbell
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Eleni Efstathiou
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Mark Titus
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Christopher J Logothetis
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Thai H Ho
- Division of Medical Oncology, Mayo Clinic, Phoenix, AZ, USA
| | - Jianjun Zhang
- Department of Thoracic, Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Linghua Wang
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA.
- The University of Texas MD Anderson Cancer Center UTHealth Graduate School of Biomedical Sciences (GSBS), Houston, TX, USA.
| | - Jianjun Gao
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA.
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18
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Bostock IC, Hofstetter W, Mehran R, Rajaram R, Rice D, Sepesi B, Swisher S, Vaporciyan A, Walsh G, Antonoff MB. Barriers to surveillance imaging adherence in early-staged lung cancer. J Thorac Dis 2022; 13:6848-6854. [PMID: 35070369 PMCID: PMC8743395 DOI: 10.21037/jtd-21-1254] [Citation(s) in RCA: 3] [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: 07/30/2021] [Accepted: 09/23/2021] [Indexed: 01/19/2023]
Abstract
Background Frequency of post-treatment surveillance is highly variable following curative resection of non-small cell lung cancer (NSCLC). We sought to characterize surveillance practices after lobectomy for early-stage NSCLC and to identify the impact of various demographic factors on patterns of surveillance. Methods We included patients who underwent anatomic lobectomy for pathologic stage I NSCLC from 2007-2017. Demographic characteristics, post-operative imaging studies (internal and external), and travel distance were recorded. We defined the minimal standard of surveillance imaging studies (MSSIS) as ≥7 studies in the first 5 years (computed tomography/positron emission tomography). Patient sex, ethnicity, marital status, and distance traveled were evaluated as predictors of imaging receipt. Standard descriptive statistics, univariate, and multivariate analysis (MVR) were performed. Results A total of 1,288 patients were included. The mean age was 65.5±10.1 years, 589 (45.7%) were male, 1,081 (83.9%) were Caucasian, and 924 (71.7%) were married. Only 464 (36%) achieved MSSIS; being married [75.6% (351/464) vs. 68.8% (567/824), P=0.01] and having larger tumor size (2.63±0.04 vs. 2.49±0.05 cm, P=0.03) were both associated with MSSIS. Patients residing <100 miles from the hospital were more likely to have MSSIS, and more imaging at 24 months (4.1±2.2 vs. 3.7±2.0; P=0.006), 60 months (8.0±5.1 vs. 6.6±4.2, P=0.001) and overall (10±7.3 vs. 8.2±6.3; P=0.001). On MVR, tumor size and marital status were associated with MSSIS. Conclusions Two-thirds of patients at our institution did not undergo recommended surveillance imaging. Tumor size, being married, and living <100 miles from the medical center were associated with an increased number of imaging studies and greater adherence to guidelines.
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Affiliation(s)
- Ian C Bostock
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Wayne Hofstetter
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Reza Mehran
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Ravi Rajaram
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - David Rice
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Boris Sepesi
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Stephen Swisher
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Ara Vaporciyan
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Garrett Walsh
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Mara B Antonoff
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
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19
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Federico L, McGrail DJ, Bentebibel SE, Haymaker C, Ravelli A, Forget MA, Karpinets T, Jiang P, Reuben A, Negrao MV, Li J, Khairullah R, Zhang J, Weissferdt A, Vaporciyan AA, Antonoff MB, Walsh G, Lin SY, Futreal A, Wistuba I, Roth J, Byers LA, Gaudreau PO, Uraoka N, Cruz AF, Dejima H, Lazcano RN, Solis LM, Parra ER, Lee JJ, Swisher S, Cascone T, Heymach JV, Zhang J, Sepesi B, Gibbons DL, Bernatchez C. Distinct tumor-infiltrating lymphocyte landscapes are associated with clinical outcomes in localized non-small-cell lung cancer. Ann Oncol 2022; 33:42-56. [PMID: 34653632 PMCID: PMC10019222 DOI: 10.1016/j.annonc.2021.09.021] [Citation(s) in RCA: 44] [Impact Index Per Article: 22.0] [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: 04/11/2021] [Revised: 09/11/2021] [Accepted: 09/30/2021] [Indexed: 01/12/2023] Open
Abstract
BACKGROUND Despite the importance of tumor-infiltrating T lymphocytes (TILs) in cancer biology, the relationship between TIL phenotypes and their prognostic relevance for localized non-small-cell lung cancer (NSCLC) has not been well established. PATIENTS AND METHODS Fresh tumor and normal adjacent tissue was prospectively collected from 150 patients with localized NSCLC. Tissue was comprehensively characterized by high-dimensional flow cytometry of TILs integrated with immunogenomic data from multiplex immunofluorescence, T-cell receptor sequencing, exome sequencing, RNA sequencing, targeted proteomics, and clinicopathologic features. RESULTS While neither the magnitude of TIL infiltration nor specific TIL subsets were significantly prognostic alone, the integration of high-dimensional flow cytometry data identified two major immunotypes (IM1 and IM2) that were predictive of recurrence-free survival independent of clinical characteristics. IM2 was associated with poor prognosis and characterized by the presence of proliferating TILs expressing cluster of differentiation 103, programmed cell death protein 1, T-cell immunoglobulin and mucin-domain containing protein 3, and inducible T-cell costimulator. Conversely, IM1 was associated with good prognosis and differentiated by an abundance of CD8+ T cells expressing cytolytic enzymes, CD4+ T cells lacking the expression of inhibitory receptors, and increased levels of B-cell infiltrates and tertiary lymphoid structures. While increased B-cell infiltration was associated with good prognosis, the best prognosis was observed in patients with tumors exhibiting high levels of both B cells and T cells. These findings were validated in patient tumors from The Cancer Genome Atlas. CONCLUSIONS Our study suggests that although the number of infiltrating T cells is not associated with patient survival, the nature of the infiltrating T cells, resolved in distinct TIL immunotypes, is prognostically relevant in NSCLC and may inform therapeutic approaches to clinical care.
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Affiliation(s)
- L Federico
- Therapeutics Discovery Division, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - D J McGrail
- Department of Systems Biology, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - S-E Bentebibel
- Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - C Haymaker
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - A Ravelli
- Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - M-A Forget
- Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - T Karpinets
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - P Jiang
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - A Reuben
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - M V Negrao
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - J Li
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - R Khairullah
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - J Zhang
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - A Weissferdt
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - A A Vaporciyan
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - M B Antonoff
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - G Walsh
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - S-Y Lin
- Department of Systems Biology, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - A Futreal
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - I Wistuba
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - J Roth
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - L A Byers
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - P-O Gaudreau
- Department of Oncology, Queens' University and the Canadian Cancer Trials Group, Kingston, Canada
| | - N Uraoka
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - A F Cruz
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - H Dejima
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - R N Lazcano
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - L M Solis
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - E R Parra
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - J J Lee
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - S Swisher
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - T Cascone
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - J V Heymach
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - J Zhang
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, USA; Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, USA.
| | - B Sepesi
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, USA.
| | - D L Gibbons
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, USA; Department of Molecular and Cellular Oncology, The University of Texas MD Anderson Cancer Center, Houston, USA.
| | - C Bernatchez
- Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, USA.
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20
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Zorrilla-Vaca A, Feldman H, Antonoff M, Sepesi B, Hofstetter W, Rajaram R, Swisher S, Mena G, Vaporciya A, Mehran R, Rice D. Single Chest Drain Practice Reduces Discharge Opioid Prescriptions in Thoracic Surgery. Thorac Cardiovasc Surg 2021; 70:422-429. [PMID: 34894636 DOI: 10.1055/s-0041-1740322] [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: 10/19/2022]
Abstract
INTRODUCTION Chest drains are placed following pulmonary resection to promote lung re-expansion. The superiority of two chest drains at preventing postoperative complications has not been established, and practice remains largely dictated by surgeon preference. We sought to compare patient outcomes based on number of chest drains used. METHODS This is a retrospective analysis including patients undergoing lobectomies and segmentectomies between March 2016 and April 2020. Patients were categorized based on number of chest drains placed and were matched 1:1 using the nearest neighbor (greedy) technique. Our primary outcome was opioid prescriptions at discharge (in morphine equivalent daily dose [MEDD]). Associations were tested using multilevel mixed-effects regression to account for variability between surgeons. RESULTS A total of 1,094 patients met inclusion criteria. Single chest drain was used in 922 patients, whereas 172 had two chest tubes. After matching, there were 111 patients in each group. In multilevel mixed-effects logistic regression, patients treated with a single chest drain received fewer opioid prescriptions (β: -194 MEDD, 95% confidence interval [CI]: -302 to -86 MEDD, p < 0.01), were more likely to be opioid-free at hospital discharge (odds ratio [OR] = 2.11, 95% CI: 1.08-4.12, p = 0.03), and had lower readmission rates within 30 days (OR = 0.33, 95% CI: 0.13-0.84, p = 0.02). Single chest drain practice did not affect the risk of pulmonary complications and there was no statistically significant difference in length of hospital stay (3 days [interquartile range: 2-5] vs. 4 days [3-6], p = 0.08). CONCLUSION Single chest drain practice in lobectomies and segmentectomies was associated with less opioid prescription requirement without any increase in complications.
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Affiliation(s)
- Andres Zorrilla-Vaca
- Department of Anesthesiology, Perioperative and Pain Medicine, Brigham and Women's Hospital, Boston, Massachusetts, United States
| | - Hope Feldman
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, Texas, United States
| | - Maria Antonoff
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, Texas, United States
| | - Boris Sepesi
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, Texas, United States
| | - Wayne Hofstetter
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, Texas, United States
| | - Ravi Rajaram
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, Texas, United States
| | - Stephen Swisher
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, Texas, United States
| | - Gabriel Mena
- Department of Anesthesiology and Perioperative Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas, United States
| | - Ara Vaporciya
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, Texas, United States
| | - Reza Mehran
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, Texas, United States
| | - David Rice
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, Texas, United States
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21
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Tang M, Abbas HA, Negrao MV, Ramineni M, Hu X, Hubert SM, Fujimoto J, Reuben A, Varghese S, Zhang J, Li J, Chow CW, Mao X, Song X, Lee WC, Wu J, Little L, Gumbs C, Behrens C, Moran C, Weissferdt A, Lee JJ, Sepesi B, Swisher S, Cheng C, Kurie J, Gibbons D, Heymach JV, Wistuba II, Futreal PA, Kalhor N, Zhang J. The histologic phenotype of lung cancers is associated with transcriptomic features rather than genomic characteristics. Nat Commun 2021; 12:7081. [PMID: 34873156 PMCID: PMC8648877 DOI: 10.1038/s41467-021-27341-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2021] [Accepted: 11/16/2021] [Indexed: 12/31/2022] Open
Abstract
Histology plays an essential role in therapeutic decision-making for lung cancer patients. However, the molecular determinants of lung cancer histology are largely unknown. We conduct whole-exome sequencing and microarray profiling on 19 micro-dissected tumor regions of different histologic subtypes from 9 patients with lung cancers of mixed histology. A median of 68.9% of point mutations and 83% of copy number aberrations are shared between different histologic components within the same tumors. Furthermore, different histologic components within the tumors demonstrate similar subclonal architecture. On the other hand, transcriptomic profiling reveals shared pathways between the same histologic subtypes from different patients, which is supported by the analyses of the transcriptomic data from 141 cell lines and 343 lung cancers of different histologic subtypes. These data derived from mixed histologic subtypes in the setting of identical genetic background and exposure history support that the histologic fate of lung cancer cells is associated with transcriptomic features rather than the genomic profiles in most tumors. The molecular determinants of lung cancer histologic subtypes are not well understood. Here the authors analyze lung cancers of mixed histology and find that histologic subtypes are associated with transcriptomic features rather than genomic profiles in most tumors.
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Affiliation(s)
- Ming Tang
- Department of Genomic Medicine, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Hussein A Abbas
- Medical Oncology Fellowship, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Marcelo V Negrao
- Department of Thoracic/Head and Neck Medical Oncology, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Maheshwari Ramineni
- Department of Pathology, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Xin Hu
- Department of Genomic Medicine, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Shawna Marie Hubert
- Department of Thoracic/Head and Neck Medical Oncology, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Junya Fujimoto
- Department of Translational Molecular Pathology, Division of Pathology and Laboratory Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Alexandre Reuben
- Department of Thoracic/Head and Neck Medical Oncology, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Susan Varghese
- Department of Thoracic/Head and Neck Medical Oncology, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Jianhua Zhang
- Department of Genomic Medicine, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Jun Li
- Department of Genomic Medicine, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Chi-Wan Chow
- Department of Translational Molecular Pathology, Division of Pathology and Laboratory Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Xizeng Mao
- Department of Genomic Medicine, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Xingzhi Song
- Department of Genomic Medicine, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Won-Chul Lee
- Department of Genomic Medicine, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Jia Wu
- Department of Imaging Physics, Division of Diagnostic Imaging, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Latasha Little
- Department of Genomic Medicine, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Curtis Gumbs
- Department of Genomic Medicine, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Carmen Behrens
- Department of Thoracic/Head and Neck Medical Oncology, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Cesar Moran
- Department of Pathology, Division of Pathology and Laboratory Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Annikka Weissferdt
- Department of Pathology, Division of Pathology and Laboratory Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - J Jack Lee
- Department of Biostatistics, Division of Basic Sciences, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Boris Sepesi
- Department of Thoracic Surgery, Division of Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Stephen Swisher
- Department of Thoracic Surgery, Division of Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Chao Cheng
- Institute for Clinical and Translational Research, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Jonathan Kurie
- Department of Thoracic/Head and Neck Medical Oncology, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Don Gibbons
- Department of Thoracic/Head and Neck Medical Oncology, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - John V Heymach
- Department of Thoracic/Head and Neck Medical Oncology, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Ignacio I Wistuba
- Department of Thoracic/Head and Neck Medical Oncology, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA.,Department of Translational Molecular Pathology, Division of Pathology and Laboratory Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - P Andrew Futreal
- Department of Genomic Medicine, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA.
| | - Neda Kalhor
- Department of Pathology, Division of Pathology and Laboratory Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA.
| | - Jianjun Zhang
- Department of Genomic Medicine, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA. .,Department of Thoracic/Head and Neck Medical Oncology, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA.
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22
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Zorrilla-Vaca A, Rice D, Brown JK, Antonoff M, Sepesi B, Hofstetter W, Swisher S, Walsh G, Vaporciyan A, Mehran R, Hagberg C, Mena GE. Sustained reduction of discharge opioid prescriptions in an enhanced recovery after thoracic surgery program: A multilevel generalized linear model. Surgery 2021; 171:504-510. [PMID: 34740455 DOI: 10.1016/j.surg.2021.08.039] [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] [Received: 06/28/2021] [Revised: 08/03/2021] [Accepted: 08/23/2021] [Indexed: 11/24/2022]
Abstract
BACKGROUND Enhanced Recovery After Surgery programs have been shown to effectively reduce opioid prescriptions at discharge after their implementation in several institutions, but little is known regarding the sustainability of this effect. Understanding opioid prescribing patterns after long-term implementation of Enhanced Recovery After Surgery initiatives may help guide further opioid prescription reduction and improvements. Our group aimed to determine whether reductions in opioid prescriptions at discharge are sustained in an Enhanced Recovery After Surgery program for thoracic surgery. METHODS This retrospective cohort included 2,081 patients undergoing thoracic surgery within a 4-year Enhanced Recovery After Surgery program from March 2016 through April 2020. Our Enhanced Recovery After Surgery protocol included a standardized multimodal analgesic regimen (ie, preoperative gabapentin, tramadol, intercostal nerve block with liposomal bupivacaine, and intraoperative acetaminophen, and ketorolac) and the rest of the interventions recommended by the Enhanced Recovery After Surgery society guidelines. Our primary outcomes were the presence of opioid prescriptions at discharge (hydrocodone, hydromorphone, and oxycodone) and the total opioid amount prescribed (morphine equivalent daily dose). Multilevel generalized linear models were used to account for surgeon variabilities and types of thoracic resection. RESULTS Over the study period, the rate of opioid prescriptions at discharge reduced from 35% (Mar 2016) to 25% (Apr 2020), and the amount of opioid prescribed declined from 184 ± 321 morphine equivalent daily dose to 94 ± 251 morphine equivalent daily dose. In multilevel generalized linear models, there was a sustained downward trend in opioid prescriptions over the study period (β -11.8 morphine equivalent daily dose per year, P = .048), which was also directly correlated with the use of minimally invasive surgery (β -84.9 morphine equivalent daily dose for video-assisted thoracoscopic surgery, P < .001; β -139.2 morphine equivalent daily dose for robotic-assisted thoracic surgery, P < .001), intraoperative opioid administration (β -1.4 morphine equivalent daily dose per 1 morphine equivalent dose, P = .026), and the amount of postoperative acetaminophen (β -18.2 morphine equivalent daily dose per 1 g, P = .026). The sustained reduction of opioid prescriptions at discharge did not impact hospital readmission rates within 30 days (odds ratio 1.17, 95% confidence interval 0.86-1.59, P = .306). Subgroup analysis showed a significant, sustained decrease in hydromorphone (β -10.9 morphine equivalent daily dose per year, P = .004), but not for hydrocodone prescriptions (β -5.7 morphine equivalent daily dose per year, P = .168) or oxycodone (β +4.78 morphine equivalent daily dose per year, P = .183). CONCLUSION Our Enhanced Recovery After Surgery program for thoracic surgery contributed to a sustained reduction of opioid prescriptions at discharge, which positively correlated with the duration of its implementation and the use of minimally invasive surgical techniques but was negatively impacted by the amount of intraoperative opioid administration.
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Affiliation(s)
- Andres Zorrilla-Vaca
- Department of Anesthesiology, Perioperative and Pain Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Department of Anesthesiology and Perioperative Medicine, University of Texas MD Anderson Cancer Center, Houston, TX.
| | - David Rice
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, TX
| | - Jessica K Brown
- Department of Anesthesiology and Perioperative Medicine, University of Texas MD Anderson Cancer Center, Houston, TX
| | - Mara Antonoff
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, TX
| | - Boris Sepesi
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, TX
| | - Wayne Hofstetter
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, TX
| | - Stephen Swisher
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, TX
| | - Garrett Walsh
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, TX
| | - Ara Vaporciyan
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, TX
| | - Reza Mehran
- Department of Thoracic and Cardiovascular Surgery, University of Texas MD Anderson Cancer Center, Houston, TX
| | - Carin Hagberg
- Department of Anesthesiology and Perioperative Medicine, University of Texas MD Anderson Cancer Center, Houston, TX
| | - Gabriel E Mena
- Department of Anesthesiology and Perioperative Medicine, University of Texas MD Anderson Cancer Center, Houston, TX
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23
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Schmidt S, Lee Y, Leung C, Federico L, Lin H, Weissferdt A, Pataer A, Dejima H, Francisco-Cruz A, Rojas F, Solis L, Parra E, Pradhan M, Guo H, William W, Reuben A, Kadara H, Wistuba I, Zhang J, Swisher S, Vaporciyan A, Negrao M, Bristow C, Heffernan T, Bernatchez C, Lee J, Heymach J, Sepesi B, Gibbons D, Haymaker C, Cascone T. 962 Integrative immunomics highlight the immunomodulatory impact of neoadjuvant chemotherapy and immune-based treatments in resected non-small-cell lung cancer. J Immunother Cancer 2021. [DOI: 10.1136/jitc-2021-sitc2021.962] [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] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
BackgroundHow neoadjuvant chemo-immunotherapy modulates tumor immune composition and response is not completely understood. We interrogate immunomodulation of neoadjuvant platinum-based chemotherapy (C), nivolumab (N), and N-plus-C (NC) and their connections to therapeutic efficacy in resected non-small cell lung cancer (NSCLC) by integrating immunomic data from the ImmunogenomiC PrOfiling of NSCLC (ICON) study and NEOSTAR trial cohorts.MethodsIn NEOSTAR (NCT03158129), patients with stage I-IIIA (single N2) resectable NSCLC (AJCC7th) received N (3 mg/kg IV, D1,15,29); patients with stage IB(≥4cm)-IIIA (single N2) resectable NSCLC received NC (N 360 mg IV plus C, D1,22,43 for 3 cycles, every 3 weeks) before surgery; major pathologic response (MPR) was the primary endpoint. In ICON, patients with stage IB(≥4cm)-IIIA resectable NSCLC received C before surgery. Surgically resected tumor samples underwent immune profiling via flow cytometry (n=16,13,9 for C,N,NC), immunohistochemistry (IHC;n=0,18,14), and multiplexed immunofluorescence (mIF;n=28,16,10). Treatment-associated immunomodulation and associations with therapeutic efficacy were analyzed using: 1) a shared nearest neighbors-based network we developed linking measurements across datasets; 2) MetaCyto, a specialized cytometry analysis method for identifying cell subsets by clustering.ResultsWe holistically explored the immunomic data by integration across cohorts. Through hierarchical regression of the integrated data, we determined the overall effect of a given treatment controlling for the presence or absence of the other treatment.We examined C’s effects across all cohorts controlling for N. Across all patients, regardless of MPR, C is associated with immunosuppression, increasing PD1+ T cell (CD45+CD3+) populations: regulatory (CD4+CD25+FOXP3+), helper (CD4+), and effector (CD8+) (effect size(ES):1.48,1.61,1.26;q<0.05). C also decreases proliferative (Ki67+) populations: helper and effector T cells as well as NK (CD45+CD3-CD56+) cells (ES:-1.27,-1.43;-1.36;q<0.05). In patients without MPR (i.e., non-responding patients), immunosuppression appears heightened by increased Ki67+ regulatory T cells (ES:1.86;q<0.05).Conversely, we examined N’s effects across all cohorts controlling for C. Across all patients, regardless of MPR, N is associated with immune activation, increasing ICOS+ T cell populations: regulatory, helper, and effector (ES:1.29,1.29,1.47;q<0.05). Comparing N and NC reveals that adding C may drive exhaustion by increasing TIM3+ regulatory, helper and effector T cells (ES:1.16,1.17,1.23;q<0.05), an effect more pronounced in non-responding patients (ES:1.31,1.33,1.35;q<0.05).ConclusionsWe report the first integrated examination of the immunomodulatory effect of neoadjuvant C and N. C is associated with immunosuppression while N with immune activation; together, N appears to lessen C’s suppressive effects. Incorporation of transcriptomics into this integrated network of flow cytometry, mIF, and IHC immune profiling data is ongoing to augment translational insights for neoadjuvant chemo/immunotherapies.
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24
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Zhou N, Sepesi B, Leung CH, Lin HY, William WN, Weissferdt A, Pataer A, Godoy M, Fossella FV, Blumenschein G, Le X, Tsao AS, Zhang J, Hofstetter WL, Swisher S, Vaporciyan AA, Lee JJ, Gibbons DL, Heymach J, Cascone T. Impact of genomic aberrations and additional therapies on survival outcomes of patients with operable non-small cell lung cancer (NSCLC) from the NEOSTAR study. J Clin Oncol 2021. [DOI: 10.1200/jco.2021.39.15_suppl.8542] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
8542 Background: The NEOSTAR study compared nivolumab (N) vs. nivolumab plus ipilimumab (NI) with major pathological response (MPR; ≤10% viable tumor) as primary outcome. We report updated rates of treatment failure (TF), including in patients whose tumors harbored genomic aberrations, and outcomes of additional treatments. Methods: Patients (pts) with stage I-IIIA resectable NSCLC (AJCC 7th) were randomized to either neoadjuvant N or NI followed by surgery (n = 44). TF was defined as radiographic and/or biopsy-proven recurrence from primary lung cancer and/or death (treatment or cancer-related). Additional systemic therapy at recurrence included immuno-oncology (IO)-based therapy (IO or chemo-IO), targeted therapy (TT), or chemotherapy. Disease control rate (DCR) was defined as the proportion of pts with radiographic objective responses and stable disease at first restaging. Cox proportional hazards model was used to associate baseline characteristics and time to TF. Results: A total of 44 randomized pts were evaluated, the median follow-up was 35 months (mts) as of February 4, 2021. Among the 12 TF pts (12/44, 27%), 42% (5/12) did not undergo surgery on trial, 9 (9/44, 20%) experienced recurrence and 6 (6/44, 14%) died (1 non-cancer-related, 5 cancer-related). TF was less likely in smokers vs. never smokers (hazard ratio = 0.20, 95% confidence interval = 0.06-0.65, p = 0.007). Among pts with pathological specimen resected on trial, MPR was achieved in 40% (12/30) of non-TF pts. Only 1 (1/7, 14%) TF pt achieved MPR, but died of a non-cancer related cause. TF-free survival rate at 2 years was 92% in MPR and 78% in non-MPR pts. Eight (8/9, 89%) pts had tumors with canonical oncodriver aberrations (5 EGFR mutations, 1 with STK11+ KRAS Q61H mutations, 1 ALK translocation and 1 RET fusions). Of the 9 recurrences, 44% (4/9) were treated with IO therapy, and all 7 pts with targetable aberrations were treated with TT (3 after retreatment with IO therapies). Of the 4 pts retreated with IO therapy, duration between end of neoadjuvant and retreatment were 20, 17, 23, and 19 mts. Duration from retreatment until progression (PD) were 1, 1, and 2 mts, respectively. Last pt was treated without PD for 2 mts but switched to TT due to discovery of genomic aberration. IO retreatment achieved 25% DCR (1/4). In comparison, the DCR for TT treated pts was 71% (5/7, p = 0.242). Median time to treatment was 21 mts, and median time to PD was not reached. Among 32 non-TF pts, 12 had genomic analysis and 7 aberrations were found in 6 pts (2 STK11, 2 ERBB2, 1 STK11 + 1 KRAS G12C, and 1 KRAS G12C mutation). Conclusions: A 27% TF rate was observed after neoadjuvant IO. TF was less likely to occur in smokers and MPR pts, and 42% of TF pts did not undergo curative-intent surgery on trial. Genomic aberrations were common in pts with recurrence (89%), and treatment with TT achieved 71% DCR vs. 25% DCR with IO-based retreatment. Clinical trial information: NCT: 03158129.
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Affiliation(s)
- Nicolas Zhou
- Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Boris Sepesi
- Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Cheuk Hong Leung
- Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Heather Y. Lin
- Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - Annikka Weissferdt
- Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Apar Pataer
- Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Myrna Godoy
- Thoracic Imaging, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Frank V. Fossella
- Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - George Blumenschein
- Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Xiuning Le
- Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Anne S. Tsao
- Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Jianjun Zhang
- Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Wayne L. Hofstetter
- Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Stephen Swisher
- Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Ara A. Vaporciyan
- Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - J. Jack Lee
- Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Don Lynn Gibbons
- Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - John Heymach
- Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Tina Cascone
- Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
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Zhao H, Misariu AM, Ramirez-GarciaLuna JL, Nobel T, Mueller C, Cools-Lartigue J, Spicer J, Molena D, Bains M, Swisher S, Hofstetter W, Ferri L. Synchronous Esophageal and Lung Cancers - Is Combined Anatomic Resection Appropriate? Ann Thorac Surg 2021; 113:1354-1360. [PMID: 33905733 DOI: 10.1016/j.athoracsur.2021.04.026] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/13/2020] [Revised: 04/10/2021] [Accepted: 04/13/2021] [Indexed: 12/09/2022]
Abstract
BACKGROUND This study evaluates the safety and feasibility of combined resection for patients with synchronous pulmonary and esophageal cancer. METHODS Patients undergoing esophagectomy between 1997 and 2019 were identified from prospectively collected databases at three tertiary referral centers, and those with combined anatomic lung resection at the same setting were identified. This cohort was then matched in a 1:3 ratio to esophagectomy alone cases, based on age, sex, pathologic stage, neoadjuvant therapy, and surgical procedure. Demographic data, peri-operative data, post-operative complications were compared. Statistical analysis included unpaired t-test, Fisher's exact or chi-squared test and Gehan-Breslow analysis. RESULTS Of 4729 esophagectomies, combined anatomic lung resection was performed in 18 patients with discrete pulmonary lesions. Matching yielded 49 patients who underwent esophagectomy only and was statistically similar compared to patients undergoing combined resections. Ivor Lewis esophagectomy and lobectomy were the most frequent procedures. Combined resections did not have a higher overall complication rate than esophagectomy alone, rather these patients had fewer overall complications (56% vs 84%; p=0.02). Specifically, there was not difference in anastomotic leak (17% vs. 18%) or pulmonary complications (39% vs. 33%) between combined resection and esophagectomy alone. No post-operative mortality was identified, and median overall survival was 4.1 years versus 6.5 years (p=0.10). CONCLUSIONS Patients with synchronous localized lung and esophageal cancer, although rare, should not be biased towards non-surgical therapy, as the morbidity associated with combined esophagectomy and anatomic lung resection does not differ significantly from esophagectomy alone in this highly selected group of patients.
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Affiliation(s)
- Hedi Zhao
- Division of Thoracic and Upper GI Surgery, McGill University
| | | | | | - Tamar Nobel
- Division of Thoracic Surgery, Memorial Sloan Kettering Cancer Centre
| | - Carmen Mueller
- Division of Thoracic and Upper GI Surgery, McGill University
| | | | - Jonathan Spicer
- Division of Thoracic and Upper GI Surgery, McGill University
| | - Daniela Molena
- Division of Thoracic Surgery, Memorial Sloan Kettering Cancer Centre
| | - Manjit Bains
- Division of Thoracic Surgery, Memorial Sloan Kettering Cancer Centre
| | - Stephen Swisher
- Division of Thoracic Surgery, University of Texas, MD Anderson Cancer Centre
| | - Wayne Hofstetter
- Division of Thoracic Surgery, University of Texas, MD Anderson Cancer Centre
| | - Lorenzo Ferri
- Division of Thoracic and Upper GI Surgery, McGill University.
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26
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Le X, Negrao MV, Reuben A, Federico L, Diao L, McGrail D, Nilsson M, Robichaux J, Munoz IG, Patel S, Elamin Y, Fan YH, Lee WC, Parra E, Solis Soto LM, Chen R, Li J, Karpinets T, Khairullah R, Kadara H, Behrens C, Sepesi B, Wang R, Zhu M, Wang L, Vaporciyan A, Roth J, Swisher S, Haymaker C, Zhang J, Wang J, Wong KK, Byers LA, Bernatchez C, Zhang J, Wistuba II, Gibbons DL, Akbay EA, Heymach JV. Characterization of the Immune Landscape of EGFR-Mutant NSCLC Identifies CD73/Adenosine Pathway as a Potential Therapeutic Target. J Thorac Oncol 2021; 16:583-600. [PMID: 33388477 DOI: 10.1016/j.jtho.2020.12.010] [Citation(s) in RCA: 58] [Impact Index Per Article: 19.3] [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: 08/21/2020] [Revised: 11/22/2020] [Accepted: 12/19/2020] [Indexed: 01/13/2023]
Abstract
INTRODUCTION Lung adenocarcinomas harboring EGFR mutations do not respond to immune checkpoint blockade therapy and their EGFR wildtype counterpart. The mechanisms underlying this lack of clinical response have been investigated but remain incompletely understood. METHODS We analyzed three cohorts of resected lung adenocarcinomas (Profiling of Resistance Patterns of Oncogenic Signaling Pathways in Evaluation of Cancer of Thorax, Immune Genomic Profiling of NSCLC, and The Cancer Genome Atlas) and compared tumor immune microenvironment of EGFR-mutant tumors to EGFR wildtype tumors, to identify actionable regulators to target and potentially enhance the treatment response. RESULTS EGFR-mutant NSCLC exhibited low programmed death-ligand 1, low tumor mutational burden, decreased number of cytotoxic T cells, and low T cell receptor clonality, consistent with an immune-inert phenotype, though T cell expansion ex vivo was preserved. In an analysis of 75 immune checkpoint genes, the top up-regulated genes in the EGFR-mutant tumors (NT5E and ADORA1) belonged to the CD73/adenosine pathway. Single-cell analysis revealed that the tumor cell population expressed CD73, both in the treatment-naive and resistant tumors. Using coculture systems with EGFR-mutant NSCLC cells, T regulatory cell proportion was decreased with CD73 knockdown. In an immune-competent mouse model of EGFR-mutant lung cancer, the CD73/adenosine pathway was markedly up-regulated and CD73 blockade significantly inhibited tumor growth. CONCLUSIONS Our work revealed that EGFR-mutant NSCLC has an immune-inert phenotype. We identified the CD73/adenosine pathway as a potential therapeutic target for EGFR-mutant NSCLC.
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Affiliation(s)
- Xiuning Le
- Department of Thoracic/Head & Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Marcelo V Negrao
- Department of Thoracic/Head & Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Alexandre Reuben
- Department of Thoracic/Head & Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Lorenzo Federico
- Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Lixia Diao
- Department of Bioinformatics and Computational Biology, Division of Basic Sciences, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Daniel McGrail
- Department of System Biology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Monique Nilsson
- Department of Thoracic/Head & Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Jacqulyne Robichaux
- Department of Thoracic/Head & Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Irene Guijarro Munoz
- Department of Thoracic/Head & Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Sonia Patel
- Department of Thoracic/Head & Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Yasir Elamin
- Department of Thoracic/Head & Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - You-Hong Fan
- Department of Thoracic/Head & Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Won-Chul Lee
- Department of Thoracic/Head & Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Edwin Parra
- Department of Translational Molecular Pathology, Division of Pathology and Laboratory Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Luisa Maren Solis Soto
- Department of Translational Molecular Pathology, Division of Pathology and Laboratory Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Runzhe Chen
- Department of Thoracic/Head & Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Jun Li
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Tatiana Karpinets
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Roohussaba Khairullah
- Department of Thoracic/Head & Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Humam Kadara
- Department of Translational Molecular Pathology, Division of Pathology and Laboratory Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Carmen Behrens
- Department of Translational Molecular Pathology, Division of Pathology and Laboratory Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Boris Sepesi
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Ruiping Wang
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Mingrui Zhu
- Department of Pathology, The University of Texas Southwestern Medical Center, Dallas, Texas
| | - Linghua Wang
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Ara Vaporciyan
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Jack Roth
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Stephen Swisher
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Cara Haymaker
- Department of Translational Molecular Pathology, Division of Pathology and Laboratory Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Jianhua Zhang
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Jing Wang
- Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Kwok-Kin Wong
- Division of Hematology and Medical Oncology, NYU Perlmutter Cancer Center, New York, New York; Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Lauren A Byers
- Department of Thoracic/Head & Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Chantale Bernatchez
- Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas; Department of Translational Molecular Pathology, Division of Pathology and Laboratory Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Jianjun Zhang
- Department of Thoracic/Head & Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas; Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Ignacio I Wistuba
- Department of Translational Molecular Pathology, Division of Pathology and Laboratory Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Don L Gibbons
- Department of Thoracic/Head & Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Esra A Akbay
- Department of Pathology, The University of Texas Southwestern Medical Center, Dallas, Texas; Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - John V Heymach
- Department of Thoracic/Head & Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
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Lam VK, Zhang J, Wu CC, Tran HT, Li L, Diao L, Wang J, Rinsurongkawong W, Raymond VM, Lanman RB, Lewis J, Roarty EB, Roth J, Swisher S, Lee JJ, Gibbons DL, Papadimitrakopoulou VA, Heymach JV. Genotype-Specific Differences in Circulating Tumor DNA Levels in Advanced NSCLC. J Thorac Oncol 2020; 16:601-609. [PMID: 33388476 DOI: 10.1016/j.jtho.2020.12.011] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [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: 09/02/2020] [Revised: 12/03/2020] [Accepted: 12/13/2020] [Indexed: 12/12/2022]
Abstract
INTRODUCTION Plasma-based circulating tumor DNA (ctDNA) is an established biomarker for molecular profiling with emerging applications in disease monitoring in multiple tumor types, including, NSCLC. However, determinants of ctDNA shedding and correlation with tumor burden are incompletely understood, particularly in advanced-stage disease. METHODS We retrospectively analyzed ctDNA-based and tissue-based genomic data and imaging from 144 patients with NSCLC. Tumor burden was quantified with computed tomography (CT) and brain magnetic resonance imaging for the overall cohort and 18F-fludeoxyglucose positron emission tomography-CT in a subset of patients. RESULTS There was a moderate but statistically significant correlation between ctDNA variant allele frequency and multiple imaging measures of tumor burden such as CT volume (rho = 0.34, p ≤ 0.0001) and metabolic tumor volume (rho = 0.36, p = 0.003). This correlation was strongest in KRAS-mutant tumors (rho = 0.56, p ≤ 0.001), followed by TP53 mutants (rho = 0.43, p ≤ 0.0001), and weakest in EGFR-mutated (EGFR+) tumors (rho = 0.24, p = 0.077). EGFR+ tumors with EGFR copy number gain had significantly higher variant allele frequency than EGFR+ without copy number gain (p ≤ 0.00001). In multivariable analysis, TP53 and EGFR mutations, visceral metastasis, and tumor burden were independent predictors of increased ctDNA shedding. CONCLUSIONS Levels of detectable ctDNA were affected not only by tumor burden but also by tumor genotype. The genotype-specific differences observed may be due to variations in DNA shedding and cellular turnover. These findings have implications for the emerging use of ctDNA in NSCLC disease monitoring and early detection.
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Affiliation(s)
- Vincent K Lam
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Jianjun Zhang
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Carol C Wu
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Hai T Tran
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Lerong Li
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Lixia Diao
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Jing Wang
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Waree Rinsurongkawong
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | | | | | - Jeff Lewis
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Emily B Roarty
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Jack Roth
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Stephen Swisher
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - J Jack Lee
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Don L Gibbons
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | | | - John V Heymach
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
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Sitthideatphaiboon P, Galan-Cobo A, Negrao MV, Qu X, Poteete A, Zhang F, Liu DD, Lewis WE, Kemp HN, Lewis J, Rinsurongkawong W, Giri U, Lee JJ, Zhang J, Roth JA, Swisher S, Heymach JV. STK11/LKB1 Mutations in NSCLC Are Associated with KEAP1/NRF2-Dependent Radiotherapy Resistance Targetable by Glutaminase Inhibition. Clin Cancer Res 2020; 27:1720-1733. [PMID: 33323404 DOI: 10.1158/1078-0432.ccr-20-2859] [Citation(s) in RCA: 35] [Impact Index Per Article: 8.8] [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: 08/03/2020] [Revised: 09/28/2020] [Accepted: 12/10/2020] [Indexed: 12/25/2022]
Abstract
PURPOSE Radiotherapy with or without chemotherapy is a mainstay of treatment for locally advanced non-small cell lung cancer (NSCLC), but no predictive markers are currently available to select patients who will benefit from these therapies. In this study, we investigated the association between alterations in STK11/LKB1, the second most common tumor suppressor in NSCLC, and response to radiotherapy as well as potential therapeutic approaches to improve outcomes. EXPERIMENTAL DESIGN We conducted a retrospective analysis of 194 patients with stage I-III NSCLC, including 164 stage III patients bearing mutant or wild-type STK11/LKB1 treated with radiotherapy, and assessed locoregional recurrence (LRR), distant metastasis rates, disease-free survival (DFS), and overall survival (OS), and we investigated the causal role of LKB1 in mediating radiotherapy resistance using isogenic pairs of NSCLC cell lines with LKB1 loss or gain. RESULTS In stage III patients, with 4 years median follow-up, STK11/LKB1 mutations were associated with higher LRR (P = 0.0108), and shorter DFS (HR 2.530, P = 0.0029) and OS (HR 2.198, P = 0.0263). LKB1 loss promoted relative resistance to radiotherapy, which was dependent on the KEAP1/NRF2 pathway for redox homeostasis. Suppression of the KEAP1/NRF2 pathway via KEAP1 expression, or pharmacologic blockade of glutaminase (GLS) 1 sensitized LKB1-deficient tumors to radiotherapy. CONCLUSIONS These data provide evidence that LKB1 loss is associated with LRR and poor clinical outcomes in patients with NSCLC treated with radiotherapy and that targeting the KEAP1/NRF2 pathway or GLS inhibition are potential approaches to radiosensitize LKB1-deficient tumors.
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Affiliation(s)
- Piyada Sitthideatphaiboon
- Departments of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
- Division of Medical Oncology, Department of Medicine, Faculty of Medicine, Chulalongkorn University/King Chulalongkorn Memorial Hospital, Bangkok, Thailand
| | - Ana Galan-Cobo
- Departments of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Marcelo V Negrao
- Departments of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Xiao Qu
- Departments of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
- Institute of Oncology, Shandong Provincial Hospital, Cheeloo College of Medicine, Shandong University, Jinan, P.R. China
| | - Alissa Poteete
- Departments of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Fahao Zhang
- Departments of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Diane D Liu
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Whitney E Lewis
- Division of Pharmacy, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Haley N Kemp
- Departments of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Jeff Lewis
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Waree Rinsurongkawong
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Uma Giri
- Departments of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - J Jack Lee
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Jianjun Zhang
- Departments of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Jack A Roth
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Stephen Swisher
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - John V Heymach
- Departments of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
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Schwalk AJ, Ost DE, Saltijeral SN, De La Garza H, Casal RF, Jimenez CA, Eapen GA, Lewis J, Rinsurongkawong W, Rinsurongkawong V, Lee J, Elamin Y, Zhang J, Roth JA, Swisher S, Heymach JV, Grosu HB. Risk Factors for and Time to Recurrence of Symptomatic Malignant Pleural Effusion in Patients With Metastatic Non-Small Cell Lung Cancer with EGFR or ALK Mutations. Chest 2020; 159:1256-1264. [PMID: 33217413 DOI: 10.1016/j.chest.2020.10.081] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [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: 06/12/2020] [Revised: 09/21/2020] [Accepted: 10/29/2020] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND The main goal of management in patients with non-small cell lung cancer (NSCLC) and malignant pleural effusion (MPE) is palliation. Patients with MPE and actionable mutations, because their disease is expected to respond quickly and markedly to targeted therapy, are less likely than those without actionable mutations to receive definitive MPE management. Whether such management is indicated in these patients is unclear. RESEARCH QUESTIONS What is the time to ipsilateral MPE recurrence requiring intervention in patients with metastatic NSCLC by mutation status? What are the risk factors for MPE recurrence? STUDY DESIGN AND METHODS Retrospective cohort study of consecutive patients who underwent initial thoracentesis for MPE. We used a Fine-Gray subdistribution hazard model to calculate the time to ipsilateral MPE recurrence requiring intervention within 100 days of initial thoracentesis and to identify variables associated with time to pleural fluid recurrence. RESULTS A total of 396 patients, comprising 295 (74.5%) without and 101 (25.5%) with actionable mutations, were included. Most patients with actionable mutations (90%) were receiving targeted treatment within 30 days of initial thoracentesis. On univariate analysis, patients with actionable mutations showed a significantly higher hazard of MPE recurrence. On multivariate analysis, this difference was not significant. Larger pleural effusion size on chest radiography (P < .001), higher pleural fluid lactate dehydrogenase (P < .001), and positive cytologic examination results (P = .008) were associated with an increased hazard of recurrence. INTERPRETATION Our findings indicate that patients with actionable mutations have a similar risk of MPE recurrence when compared with patients without mutations and would benefit from a similar definitive management approach to MPE.
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Affiliation(s)
- Audra J Schwalk
- Department of Pulmonary Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX.
| | - David E Ost
- Department of Pulmonary Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | | | - Roberto F Casal
- Department of Pulmonary Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Carlos A Jimenez
- Department of Pulmonary Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Georgie A Eapen
- Department of Pulmonary Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Jeff Lewis
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Waree Rinsurongkawong
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - Jack Lee
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Yasir Elamin
- Department of Thoracic Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Jianjun Zhang
- Department of Thoracic Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Jack A Roth
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Stephen Swisher
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - John V Heymach
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Horiana B Grosu
- Department of Pulmonary Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX
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Sepesi B, Corsini E, Weissferdt A, Pataer A, Altan M, Antonoff M, Blumenschein G, Elamin Y, Fossella F, Glisson B, Hofstetter W, Kurie J, Le X, Leung CH, Lin H, Lu C, Mehran R, Mott F, Rice D, Roth J, Skoulidis F, Swisher S, Tsao A, Vaporciyan A, Walsh G, Zhang J, Gibbons D, Heymach J, Cascone T. 277 Combined neoadjuvant chemo-immunotherapy therapy achieves superior downstaging of resectable non-small cell lung cancer as compared to chemotherapy, mono or dual immunotherapy. J Immunother Cancer 2020. [DOI: 10.1136/jitc-2020-sitc2020.0277] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
BackgroundTumor and nodal downstaging following neoadjuvant therapy in resectable non-small cell lung cancer (NSCLC) are important markers of therapeutic response associated with favorable prognosis. We studied the impact of four different systemic neoadjuvant therapies on tumor, nodal and overall pathological downstaging of surgically resectable I-IIIA NSCLC (AJCC 7th edition).MethodsOur study cohorts consisted of NSCLC patients treated with three cycles of neoadjuvant platinum doublet chemotherapy from 2001–2012 (N=302, 84%), and patients treated on the NEOSTAR study (NCT03158129) who received neoadjuvant nivolumab (N=21,6%), nivolumab plus ipilimumab (N=16, 4%), or platinum doublet chemotherapy plus nivolumab (N=22, 6%). Clinical and pathological (yp) T and N staging were evaluated for downstaging and upstaging; differences were assessed using Fisher’s exact test.ResultsFollowing neoadjuvant platinum doublet chemotherapy, nivolumab, nivolumab plus ipilimumab and platinum doublet chemotherapy plus nivolumab, the rates of clinical-to-pathological ypT downstaging were 26% (N=79), 29% (N=6), 38% (N=6) and 59% (N=13), respectively, p =0.012 (table 1). The rates of clinical-to-pathological ypN downstaging in patients with clinical N1 or N2 disease with each therapy were 55% (N=96), 50% (N=3), 50% (N=2), and 42% (N=5) respectively, p =0.862. Overall clinical-to-pathological (ypT and/or ypN) downstaging rates were 38% (N=114), 38% (N=8), 38% (N=6), and 68% (N=15) respectively, p=0.048. The proportions of patients being overall upstaged following each therapy were 28% (N=85), 38% (N=8), 38% (N=6) and 14% (N=3), respectively, p=0.251. These results suggest superior downstaging effect and clinically meaningful lower upstaging probability of combined platinum doublet chemotherapy plus nivolumab as compared to other neoadjuvant regimens.Abstract 277 Table 1Response to Chemotherapy, Immunotherapy, and Combination TherapyConclusionsThe combination of neoadjuvant platinum doublet chemotherapy with nivolumab achieves the most robust tumor and overall pathological downstaging and decreases the probability of upstaging at surgery. Whether the overall downstaging effect results in improved survival will be determined with longer follow-up, in conjunction with results from ongoing phase III neoadjuvant chemo-immunotherapy trials.Trial RegistrationNCT03158129Ethics ApprovalThis study was approved by the University of Texas MD Anderson Institutional Review Board with a waiver of informed consent, protocol 2020-0337.
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Lee WC, Reuben A, Hu X, McGranahan N, Chen R, Jalali A, Negrao MV, Hubert SM, Tang C, Wu CC, Lucas AS, Roh W, Suda K, Kim J, Tan AC, Peng DH, Lu W, Tang X, Chow CW, Fujimoto J, Behrens C, Kalhor N, Fukumura K, Coyle M, Thornton R, Gumbs C, Li J, Wu CJ, Little L, Roarty E, Song X, Lee JJ, Sulman EP, Rao G, Swisher S, Diao L, Wang J, Heymach JV, Huse JT, Scheet P, Wistuba II, Gibbons DL, Futreal PA, Zhang J, Gomez D, Zhang J. Multiomics profiling of primary lung cancers and distant metastases reveals immunosuppression as a common characteristic of tumor cells with metastatic plasticity. Genome Biol 2020; 21:271. [PMID: 33148332 PMCID: PMC7640699 DOI: 10.1186/s13059-020-02175-0] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [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: 05/06/2020] [Accepted: 10/05/2020] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Metastasis is the primary cause of cancer mortality accounting for 90% of cancer deaths. Our understanding of the molecular mechanisms driving metastasis is rudimentary. RESULTS We perform whole exome sequencing (WES), RNA sequencing, methylation microarray, and immunohistochemistry (IHC) on 8 pairs of non-small cell lung cancer (NSCLC) primary tumors and matched distant metastases. Furthermore, we analyze published WES data from 35 primary NSCLC and metastasis pairs, and transcriptomic data from 4 autopsy cases with metastatic NSCLC and one metastatic lung cancer mouse model. The majority of somatic mutations are shared between primary tumors and paired distant metastases although mutational signatures suggest different mutagenesis processes in play before and after metastatic spread. Subclonal analysis reveals evidence of monoclonal seeding in 41 of 42 patients. Pathway analysis of transcriptomic data reveals that downregulated pathways in metastases are mainly immune-related. Further deconvolution analysis reveals significantly lower infiltration of various immune cell types in metastases with the exception of CD4+ T cells and M2 macrophages. These results are in line with lower densities of immune cells and higher CD4/CD8 ratios in metastases shown by IHC. Analysis of transcriptomic data from autopsy cases and animal models confirms that immunosuppression is also present in extracranial metastases. Significantly higher somatic copy number aberration and allelic imbalance burdens are identified in metastases. CONCLUSIONS Metastasis is a molecularly late event, and immunosuppression driven by different molecular events, including somatic copy number aberration, may be a common characteristic of tumors with metastatic plasticity.
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Affiliation(s)
- Won-Chul Lee
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Alexandre Reuben
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
| | - Xin Hu
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Nicholas McGranahan
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK
| | - Runzhe Chen
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Ali Jalali
- Department of Neurosurgery, Baylor College of Medicine, Houston, TX, USA
| | - Marcelo V Negrao
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Shawna M Hubert
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Chad Tang
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Chia-Chin Wu
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Anthony San Lucas
- Department of Epidemiology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Whijae Roh
- Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Kenichi Suda
- Department of Thoracic Surgery, Kindai University Faculty of Medicine, Osaka-Sayama, Japan
| | - Jihye Kim
- Division of Medical Oncology, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Aik-Choon Tan
- Department of Biostatistics and Bioinformatics, Moffitt Cancer Center, Tampa, FL, USA
| | | | - Wei Lu
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Ximing Tang
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Chi-Wan Chow
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Junya Fujimoto
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Carmen Behrens
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Neda Kalhor
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Kazutaka Fukumura
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Marcus Coyle
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Rebecca Thornton
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Curtis Gumbs
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jun Li
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Chang-Jiun Wu
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Latasha Little
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Emily Roarty
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Xingzhi Song
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - J Jack Lee
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Erik P Sulman
- New York University Langone School of Medicine, New York, NY, USA
| | - Ganesh Rao
- Department of Neurosurgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Stephen Swisher
- Department of Thoracic Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Lixia Diao
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jing Wang
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - John V Heymach
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jason T Huse
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Paul Scheet
- Department of Epidemiology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Ignacio I Wistuba
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Don L Gibbons
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - P Andrew Futreal
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jianhua Zhang
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Daniel Gomez
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
- Current Address: Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
| | - Jianjun Zhang
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
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Segura RNL, Catao A, Solis LM, Jiang M, Tamegnon A, Fujimoto J, Rodriguez-Canales J, Chow CWB, Behrens C, Kalhor N, Weissferdt A, Heymach J, Swisher S, Sepesi B, Lee J, Moran C, Futreal A, Zhang J, Parra ER, Wistuba II, Tetzlaff MT, Francisco-Cruz A. Abstract 399: Tertiary lymphoid structures features associate with outcome in non-small cell lung carcinoma. Cancer Res 2020. [DOI: 10.1158/1538-7445.am2020-399] [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
Introduction: Tertiary lymphoid structures (TLS) are ectopic lymphoid structures organized in a nodular pattern secondary to chronic inflammation. The presence of TLS has been associated with efficacious response to immune checkpoint blockade in a wide array of tumor types, including Non-Small Cell Lung Carcinoma (NSCLC). At early stages of NSCLC, TLS are observed in up to 70% of primary tumors where they are also associated with effective anti-tumor immune-responses and response to anti-PD-1 therapy. Despite complete surgical resection, however, up to 50% of patients with early stage NSCLC will eventually relapse. A systematic histomorphologic analysis of TLS and their association with relapse has not been well characterized.
Design: Serial sections from Formalin-Fixed Paraffin-Embedded (FFPE) tissue specimens from 33 patients with stage I NSCLC were obtained (23 adenocarcinomas and 10 squamous cell carcinomas). Slides were stained with hematoxylin and eosin (H&E), immunohistochemistry for Vimentin, and 2 multiplex immunofluorescence (mIF) panels (Panel 1: cytokeratin (CK), CD3, CD8, CD68, PD-1, PD-L1 and DAPI Panel 2: CK, CD3 CD8, CD45RO, FOXP3, Granzyme B and DAPI). TLS were classified based on the H&E and Vimentin analysis into lymphoid aggregates (LA), immature TLS (iTLS), and mature TLS (mTLS). Morphometric analysis (number, area, and distance to nearest malignant cell) of intratumoral (IT) and peritumoral (PT) TLS was performed. mIF slides were scanned and IT representative areas were selected for cell densities and percentage quantification of immune-phenotypes. Morphometric analysis of TLSs was correlated with clinical outcomes, and tumor infiltrating immune cells.
Results: Patients who recurred had fewer IT mTLS (1.8 vs 6; p=0.02) and smaller area of mTLS (64541.7μm2 vs 149870.5 μm2; p=0.004) compared with patients who did not recurr.The cell density of IT antigen-experienced cytotoxic T-lymphocytes (CTLs), regulatory T-cells, memory CTLs, and memory CTLs expressing FOXP3 were inversely correlated with the mTLS area (r=-0.6, p≤0.02). Antigen-experienced CTLs (r=-0.61; p≤0.05) and non-CTLs (r=-0.63; p≤0.05) were inversely correlated with the number of IT mTLS.
Conclusion: Detailed morphometric analysis of mTLS offers relevant prognostic information for recurrence at stage I of NSCLC. mTLSs are associated with reduced IT infiltration by PD-1+ TILs. Taken together, germinal center development in mTLSs might convey a protective immune response due to immuno-dominant neoantigen presentation. Supported in part by CPRIT RP160668 grant and UT Lung SPORE.
Citation Format: Rossana Natalia Lazcano Segura, Andre Catao, Luisa M. Solis, Mei Jiang, Auriole Tamegnon, Junya Fujimoto, Jaime Rodriguez-Canales, Chi-Wan B. Chow, Carmen Behrens, Neda Kalhor, Annika Weissferdt, John Heymach, Stephen Swisher, Boris Sepesi, Jack Lee, Cesar Moran, Andrew Futreal, Jianjun Zhang, Edwin R. Parra, Ignacio I. Wistuba, Michael T. Tetzlaff, Alejandro Francisco-Cruz. Tertiary lymphoid structures features associate with outcome in non-small cell lung carcinoma [abstract]. In: Proceedings of the Annual Meeting of the American Association for Cancer Research 2020; 2020 Apr 27-28 and Jun 22-24. Philadelphia (PA): AACR; Cancer Res 2020;80(16 Suppl):Abstract nr 399.
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Affiliation(s)
| | | | | | - Mei Jiang
- MD Anderson Cancer Center, Houston, TX
| | | | | | | | | | | | | | | | | | | | | | - Jack Lee
- MD Anderson Cancer Center, Houston, TX
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Soto F, Zhong L, Shannon VR, Wilson N, Zarifa A, Akhmedzhanov F, Heymach J, Arain MH, Lewis J, Rinsurongkawong W, Lee JJ, Zhang J, Swisher S, Mendoza TR, Naing A, Sheshadri A, Altan M. Incidence and risk factors for pneumonitis associated with immune checkpoint inhibitors in advanced-stage non-small cell lung cancer: A single center experience. J Clin Oncol 2020. [DOI: 10.1200/jco.2020.38.15_suppl.e15089] [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: 11/20/2022] Open
Abstract
e15089 Background: Conventional treatments for advanced-stage non-small cell lung cancer (NSCLC) confer a progression-free survival of only about 6 months. Immune checkpoint inhibitors (ICIs) have become standard therapies in the management of advanced NSCLC, but are associated with a variety of immune-related adverse events that may be dose-limiting (irAEs). Risk factors for ICI-related pneumonitis, a potentially fatal irAE, have not been well established. We sought to determine the incidence and risk factors for ICI-related pneumonitis in NSCLC in a cohort of patients treated with ICIs as standard of care or as part of a clinical trial. Methods: We performed a retrospective review of 525 patients with advanced NSCLC who received ICI therapy with PD-1 inhibitors, with or without CTLA-4 inhibitors, at MD Anderson Cancer Center between 2015 and 2018. Patients with incomplete data were excluded from the study. Clinical data was collected at the time of ICI therapy and at the time of irAE. The diagnosis of pneumonitis was based on clinical presentation, imaging findings, and microbiological results. We constructed a Fine-Gray competing risks regression model with pneumonitis as the outcome of interest and all-cause mortality as the competing risk. Results: In our initial data analysis based on available data shows a 9.7% raw incidence of pneumonitis (17/177). We found no association between age, race, gender, type of anti-PD-1 therapy, concurrent use of CTLA-4 inhibitors, tumor histology, cumulative radiation dose, or smoking pack-years with the risk for pneumonitis. Patients who were therapy-naïve at the initiation of ICI therapy (hazard ratio [HR] 3.3, 95% confidence interval [CI] 1.0-10.6, p = 0.04), and patients with prior lung disease (HR 2.7, 95% CI 0.8-8.5, p = 0.1) had around a three-fold increase in the risk for pneumonitis after accounting for the competing risk of mortality. Conclusions: NSCLC patients who are therapy-naïve or have prior lung disease on initiation of ICI therapy have a higher risk for pneumonitis. Other studies have shown an increase in pneumonitis in therapy-naïve patients, but the association with prior lung disease is novel. Further analysis on this cohort is ongoing.
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Affiliation(s)
- Felipe Soto
- University of Texas MD Anderson Cancer Center, Houston, TX
| | - Linda Zhong
- University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - Nathaniel Wilson
- University of Texas Health Science Center at Houston, Houston, TX
| | | | | | - John Heymach
- Department of Thoracic Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - Jeff Lewis
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Waree Rinsurongkawong
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - J. Jack Lee
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Jianjun Zhang
- Department of Thoracic and Head and Neck Medical Oncology, University of Texas MD Anderson Cancer Center; Department of Genomic Medicine, University of Texas MD Anderson Cancer Center, Houston, TX
| | - Stephen Swisher
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Tito R. Mendoza
- Department of Symptom Research, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Aung Naing
- Department of Investigational Cancer Therapeutics (Phase I Program), The University of Texas MD Anderson Cancer Center, Houston, TX
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Kris MG, Faivre-Finn C, Kordbacheh T, Chaft J, Luo J, Tsao A, Swisher S. Making Checkpoint Inhibitors Part of Treatment of Patients With Locally Advanced Lung Cancers: The Time Is Now. Am Soc Clin Oncol Educ Book 2020; 40:1-12. [PMID: 32298162 PMCID: PMC7357690 DOI: 10.1200/edbk_280807] [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] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
The PACIFIC trial of durvalumab administered for 1 year to patients with stage III lung cancers has set a new standard of care. PACIFIC established the role of immune checkpoint inhibitors (ICIs) for individuals with inoperable and unresectable locally advanced lung cancers that achieve disease control from concurrent chemoradiation. For patients with resectable and operable disease, ICIs administered before surgery, either alone (JHU/MSK, LCMC3, and NEOSTAR) or in combination with chemotherapy (Columbia/MGH and NADIM), have yielded high rates of major pathologic response in resection specimens, an outcome measure that correlates with improved progression-free survival and overall survival. These results have brought forth the dilemma of how to choose the optimal local therapy-either definitive concurrent chemoradiation or surgery-to use with an ICI for patients with stage III lung cancers that are both operable and resectable. Here, we review the data that support the use of each local therapy. Recent successes have also raised the possibility that using ICIs in patients with earlier stages of lung cancer will enhance curability. Randomized trials are underway; however, until they read out, physicians must choose between local and systemic therapies on the basis of the information we have today. Research demonstrates that using surgery, radiation, chemotherapy, and ICIs improve all efficacy outcomes and curability. All modalities should be considered in every patient with locally advanced lung cancer. It is imperative that a multimodality discussion that includes the possible addition of ICIs takes place to choose the best modality and sequence of therapies for each patient.
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Affiliation(s)
- Mark G Kris
- Memorial Sloan Kettering Cancer Center, Weill Cornell Medical College, New York, NY
| | - Corinne Faivre-Finn
- The University of Manchester, The Christie NHS Foundation Trust, Institute of Cancer Sciences, Manchester, United Kingdom
| | - Tiana Kordbacheh
- The University of Manchester, The Christie NHS Foundation Trust, Institute of Cancer Sciences, Manchester, United Kingdom
| | - Jamie Chaft
- Memorial Sloan Kettering Cancer Center, Weill Cornell Medical College, New York, NY
| | - Jia Luo
- Memorial Sloan Kettering Cancer Center, Weill Cornell Medical College, New York, NY
| | - Anne Tsao
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Stephen Swisher
- The University of Texas MD Anderson Cancer Center, Houston, TX
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Rajaram R, Correa AM, Xu T, Nguyen QN, Antonoff MB, Rice D, Mehran R, Roth J, Walsh G, Swisher S, Hofstetter WL, Vaporciyan A, Cascone T, Tsao AS, Papadimitrakopoulou VA, Gandhi S, Liao Z, Sepesi B. Locoregional Control, Overall Survival, and Disease-Free Survival in Stage IIIA (N2) Non-Small-Cell Lung Cancer: Analysis of Resected and Unresected Patients. Clin Lung Cancer 2020; 21:e294-e301. [PMID: 32089476 DOI: 10.1016/j.cllc.2020.01.009] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [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: 08/23/2019] [Revised: 12/06/2019] [Accepted: 01/20/2020] [Indexed: 01/15/2023]
Abstract
INTRODUCTION The standard of care for stage IIIA (N2) non-small-cell lung cancer (NSCLC) includes concurrent definitive chemoradiation (dCRT) followed by durvalumab, thus challenging the role of surgery in resectable patients. We assessed locoregional disease control and survival in patients with surgically resected and unresected stage IIIA (N2) NSCLC disease. PATIENTS AND METHODS We conducted a retrospective analysis from prospectively collected databases at MD Anderson Cancer Center. Patients undergoing neoadjuvant chemotherapy and surgery or dCRT for clinical stage IIIA (N2) disease (2004-2014) were evaluated. Primary outcomes included locoregional disease control, disease-free survival (DFS), and overall survival (OS). Kaplan-Meier outcome analyses were performed. RESULTS Of the 159 resected patients, the majority had lobectomy (82.4%), followed by pneumonectomy (11.9%) and sublobar resection (5.7%). The 30- and 90-day mortality rates were 0.6% and 1.3%, respectively. At median follow-up of 52.8 months, recurrence was 55.3%, with 44.0% having distant and 15.1% locoregional recurrence. At 5 years, OS was 50.8% and DFS was 33.1% Median OS was 61.2 months. A total of 366 patients underwent dCRT, with intensity-modulated radiation in 64.5%, proton therapy in 26.0%, and 3-dimensional conformal radiotherapy in 9.6%. The mean dose was 68.1 Gy. At median follow-up of 20.8 months, recurrence was 53.6%, with distant and locoregional recurrence of 40.7% and 30.3%, respectively. At 5 years, OS was 29.2% and DFS was 20.5%. Median OS was 27.5 months. CONCLUSION Stage IIIA (N2) NSCLC continues to be a heterogeneous disease, and patients with surgically resected and unresected disease represent different risk populations. Ongoing immunotherapy trials may further redefine treatment algorithms in this complex patient population.
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Affiliation(s)
- Ravi Rajaram
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX.
| | - Arlene M Correa
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Ting Xu
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Quynh-Nhu Nguyen
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Mara B Antonoff
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - David Rice
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Reza Mehran
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Jack Roth
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Garrett Walsh
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Stephen Swisher
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Wayne L Hofstetter
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Ara Vaporciyan
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Tina Cascone
- Department of Thoracic Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Anne S Tsao
- Department of Thoracic Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - Saumil Gandhi
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Zhongxing Liao
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Boris Sepesi
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX
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Gay C, Diao L, Stewart C, Xi Y, Cardnell R, Swisher S, Roth J, Glisson B, Wang J, Heymach J, Byers L. OA03.06 ASCL1, NEUROD1, and POU2F3 Drive Distinct Subtypes of Small Cell Lung Cancer with Unique Therapeutic Vulnerabilities. J Thorac Oncol 2019. [DOI: 10.1016/j.jtho.2019.08.421] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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Shi Q, Williams L, El Ferjani B, Hirschmann M, Ponce D, Dibaj S, Chandwani S, Roarty E, Rinsurongkawong W, Lewis J, Burke T, Cleeland C, Lee J, Roth J, Swisher S, Heymach J, Zhang J, Simon G. P1.16-31 Body Mass Index Relating to Patient-Reported Symptoms in First-Line Treatment of Metastatic Non-Small Cell Lung Cancer. J Thorac Oncol 2019. [DOI: 10.1016/j.jtho.2019.08.1257] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Sepesi B, Godoy M, William W, Vaporciyan A, Lin H, Leung C, Lee J, Mitchell K, Weissferdt A, Le X, Lam V, Fossella F, Swisher S, Heymach J, Cascone T. P2.04-90 Nodal Immune Flare (NIF) Following Neoadjuvant Anti-PD-1 and Anti-CTLA-4 Therapy in Non-Small Cell Lung Cancer. J Thorac Oncol 2019. [DOI: 10.1016/j.jtho.2019.08.1595] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
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Negrao M, Skoulidis F, Montesion M, Schulze K, Bara I, Shen V, Hu S, Elamin Y, Le X, Goldberg M, Wu C, Zhang J, Barreto D, Rinsurongkawong W, Simon G, Roth J, Swisher S, Lee J, Tsao A, Papadimitrakopoulou V, Gibbons D, Glisson B, Miller V, Alexander B, Frampton G, Albacker L, Shames D, Zhang J, Heymach J. MA03.05 BRAF Mutations Are Associated with Increased Benefit from PD1/PDL1 Blockade Compared with Other Oncogenic Drivers in Non-Small Cell Lung Cancer. J Thorac Oncol 2019. [DOI: 10.1016/j.jtho.2019.08.514] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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Sepesi B, Cascone T, William W, Lin H, Leung C, Weissferdt A, Walsh G, Rice D, Roth J, Mehran R, Hofstetter W, Antonoff M, Fossella F, Mott F, Le X, Skoulidis F, Zhang J, Byers L, Lam V, Glisson B, Kurie J, Blumenschein G, Tsao A, Lu C, Altan M, Elamin Y, Gibbons D, Papadimitrakopoulou V, Lee J, Heymach J, Vaporciyan A, Swisher S. OA13.06 Surgical Outcomes Following Neoadjuvant Nivolumab or Nivolumab Plus Ipilimumab in Non-Small Cell Lung Cancer - NEOSTAR Study. J Thorac Oncol 2019. [DOI: 10.1016/j.jtho.2019.08.481] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Lewis W, Simon G, Mott F, Papadimitrakopoulou V, Rinsurongkawong W, Lewis J, Lee J, Roth J, Swisher S, Heymach J, Zhang J, Lam V. MA14.10 Clinical Outcomes in Metastatic Squamous Lung Cancer with Targetable Driver Alterations. J Thorac Oncol 2019. [DOI: 10.1016/j.jtho.2019.08.617] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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Francisco-Cruz A, Parra ER, Krishnan SN, Barua S, Jiang M, Fujimoto J, Peterson CB, Das P, Chow CW, Rodriguez-Canales J, Behrens C, Kalhor N, Weissferdt A, Heymach J, Swisher S, Sepesi B, Rao A, Lee JJ, Moran C, Futreal A, Zhang J, Wistuba II. Abstract 1180: Impact of the spatial analysis of tumor-associated lymphocytes and tumor-associated macrophages on recurrence at early stage of non-small cell lung carcinoma. Cancer Res 2019. [DOI: 10.1158/1538-7445.am2019-1180] [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
Introduction. The interaction between malignant cells (MCs), stromal cells, tumor-associated lymphocytes (TILs), and tumor-associated macrophages (TAMs) is relevant for non-small cell lung carcinoma (NSCLC) progression. The spatial distribution of those cells may affect the prognosis and can be related to genetic intra-tumor heterogeneity (ITH). The aim of this study was to characterize the immunologic ITH and the spatial distribution of immune cells to MCs in primary NSCLC tumors at early stages using multiplex immunofluorescence (mIF) and image analysis approaches.
Material and methods. We studied 33 surgically resected NSCLC cases (adenocarcinomas=23; squamous-cell carcinomas=10) with a history of recurrence in a follow-up of at least 60 months (recurrence, N=13; non-recurrence, N=15). Consecutive FFPE tissue sections were stained with two mIF panels (panel 1: cytokeratin (AE1/AE3), PD-L1, PD-1, CD3, CD8, and CD68; panel 2: AE1/AE3, CD3, CD8, granzyme-B, CD45RO, and FOXP3). Three intra-tumor regions (3mm2 each) per case were selected after gridding the whole tumor section. A total of 99 intratumor regions were scanned and analyzed using Vectra Multispectral-Microscope and InForm-software. From each intratumor region, TILs and TAMs densities, as well as the coefficient of variation, were evaluated. The median distance and the G-Cross area under the curve (AUC) for specific radial distances (10µm, 20µm, and 40µm) were obtained between TILs and TAMs phenotypes to MCs.
Results. Recurrence was associated with higher MCs density and TAMs/TILs ratio, and lower TIL densities. A high ITH of cytotoxic T-cells (CTLs) PD-L1+ was associated with worse survival. The distance of TAMs PD-L1+ to MCs PD-L1 negative (60µm vs 25µm) or to MCs PD-L1 positive (25µm vs 13µm) was higher in the non-recurrence group than in recurrence group. Close TAMs PD-L1+ to MCs was associated with worst survival. In a radial distance of 10µm, 20µm, and 40µm, a higher infiltration of CTLs PD-1+, was observed in the group of recurrence than non-recurrence group, surrounding MCs PD-L1 negative (AUC 0.49, 3.80, and 20.03; vs AUC 0.01, 0.16, and 1.29, respectively), and MCs PD-L1 positive (AUC 0.60, 4.35, and 19.90; vs AUC 0.01, 0.20, and 2.20, respectively). A high infiltration of CTLs PD-1+ surrounding MCs, with or without expression of PD-L1, was associated with worse survival. All the differences were statistically significant (P<0.05).
Conclusion. Close spatial proximity of antigen-experienced CTLs and TAMs PD-L1+ to MCs are associated with recurrence and poor survival in early stages of NSCLC. We determined that ITH of immune cell densities is associated with recurrence of surgically resected NSCLC. Tumor-immune cell spatial modeling offers a deep understanding of tumor microenvironment that impacts on clinical outcomes. Supported by CPRITRP160668 and UT Lung SPORE grants
Citation Format: Alejandro Francisco-Cruz, Edwin R. Parra, Santhoshi N. Krishnan, Souptik Barua, Mei Jiang, Junya Fujimoto, Christine B. Peterson, Priyam Das, Chi-Wan Chow, Jaime Rodriguez-Canales, Carmen Behrens, Neda Kalhor, Annikka Weissferdt, John Heymach, Stephen Swisher, Boris Sepesi, Arvind Rao, J. Jack Lee, Cesar Moran, Andrew Futreal, Jianjun Zhang, Ignacio I. Wistuba. Impact of the spatial analysis of tumor-associated lymphocytes and tumor-associated macrophages on recurrence at early stage of non-small cell lung carcinoma [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 1180.
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Affiliation(s)
| | - Edwin R. Parra
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | | | - Mei Jiang
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Junya Fujimoto
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - Priyam Das
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Chi-Wan Chow
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - Carmen Behrens
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Neda Kalhor
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - John Heymach
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Stephen Swisher
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Boris Sepesi
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Arvind Rao
- 3University of Michigan Ann Arbor, Ann Arbor, MI
| | - J. Jack Lee
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Cesar Moran
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Andrew Futreal
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Jianjun Zhang
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
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Lee WC, Gomez D, Zhang J, Reuben A, Jalali A, Roh W, Wu CC, Lu W, Chow CW, Fujimoto J, Antonoff M, Moran C, Sulman E, Rao G, Swisher S, Heymach J, Wistuba II, Futreal A, Zhang J. Abstract 2741: Comprehensive molecular profiling of primary tumors and paired distant metastases in non-small cell lung cancer. Cancer Res 2019. [DOI: 10.1158/1538-7445.am2019-2741] [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
Despite complete resection, many non-small cell lung cancer (NSCLC) patients still develop and succumb to distant metastases, which is a major cause of cancer-related death worldwide. However, our understanding of the molecular mechanisms driving metastasis is rudimentary. We performed whole exome sequencing, RNA sequencing (RNA-seq), methylation microarray, and immunohistochemistry using multiple immune markers on 8 pairs of NSCLC primary tumors and matched distant metastases including 7 metachronous brain and 1 synchronous liver metastases. On average, 60% of all somatic mutations (22% to 90%) and 86% of canonical cancer gene mutations were shared between primary tumors and paired distant metastases. Metastases also resembled paired primary tumors closely in regard to their mutational spectrum, copy number aberrations, allelic imbalance, and methylation profiles. Genomic aberrations unique to metastases were rather patient-specific than commonly observed across multiple patients. Of particular interest, subclonal architecture analysis suggested that monoclonal metastatic seeding is a prevalent mode of metastasis in NSCLC. We validated these findings in a large published dataset consisting of 38 pairs of primary lung tumors and matched distant metastases. RNA-seq showed gene expression profiles in metastases were similar to those of paired primary tumors. Metastases commonly up-regulated metabolism-associated pathways and down-regulated immune-related pathways, consistent with the immunohistochemical staining data for CD3, CD4, CD8, CD20, CD68, PD1, and PD-L1. Our data suggest that distant metastasis is a late event during carcinogenesis and that a majority of genomic and epigenetic aberrations occur before metastatic outgrowth. While molecular mechanisms underlying postsurgical distant metastasis seem to be variable among NSCLC patients, immune suppression may be a common characteristic of cancer cells with metastatic plasticity.
Citation Format: Won-Chul Lee, Daniel Gomez, Jianhua Zhang, Alexandre Reuben, Ali Jalali, Whijae Roh, Chia Chin Wu, Wei Lu, Chi-Wan Chow, Junya Fujimoto, Mara Antonoff, Cesar Moran, Erik Sulman, Ganesh Rao, Stephen Swisher, John Heymach, Ignacio I. Wistuba, Andrew Futreal, Jianjun Zhang. Comprehensive molecular profiling of primary tumors and paired distant metastases in non-small cell lung cancer [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 2741.
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Affiliation(s)
| | | | | | | | - Ali Jalali
- 2Baylor College of Medicine, Houston, TX
| | | | | | - Wei Lu
- 1MD Anderson Cancer Center, Houston, TX
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Mitchell KG, Diao L, Tran HT, Negrao MV, Karpinets T, Wang J, Parra Cuentas ER, Corsini EM, Reuben A, Federico L, Bernatchez C, Vaporciyan AA, Swisher S, Cascone T, Wistuba II, Heymach J, Zhang J, Gibbons DL, Haymaker CL, Sepesi B. Association of relative neutrophilia with a distinct immunoinhibitory milieu in non-small cell lung cancer. J Clin Oncol 2019. [DOI: 10.1200/jco.2019.37.15_suppl.e14047] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
e14047 Background: Elevated neutrophil-to-lymphocyte ratio (NLR) has been associated with poor prognosis in non-small cell lung cancer (NSCLC); the biological underpinnings of this observation have not been fully elucidated. We examined the relationships between peripheral neutrophil counts (PMN), NLR, circulating cytokines and angiogenic factors (CAF), and tumor microenvironment (TME) features in NSCLC. Methods: 150 patients with resectable NSCLC were enrolled in an immunoprofiling project. A panel of 43 CAFs was used to analyze preoperative plasma samples. Chemotherapy-naïve patients with CAF and a complete blood count ≤30 days preoperatively were included (n = 66; Table). For a subset, transcriptional signatures (MCP-counter, n = 50) and flow cytometry (n = 19) were used to identify TME phenotypes. Results: Increased PMNs were associated with increased pro-inflammatory CAF such as IL-1b (r = 0.392) and IL-6 (r = 0.339), as well as Th17/Tc17 associated CAF IL-17A (r = 0.320) and TNF-a (r = 0.368). Elevated NLR was inversely correlated with the lymphocyte activation marker soluble CD27 (r = -0.320, p = 0.009). This negative association was mirrored in the TME, as tumor neutrophil signatures were inversely correlated with a local IFN-g gene signature (r = -0.626, p < 0.001). Interestingly, a Th17/Tc17 peripheral signature (elevated IL-17A) was associated with an enrichment of CD8+TIM3+ cells (r = 0.623, p = 0.042) in the tumor. While this requires confirmation in a larger cohort, this correlation provides a potential rationale for targeting TIM3 in this population. Upon analysis of clinical characteristics, peripheral PMNs and NLR were higher among patients with squamous histology (PMN p = 0.009; NLR p = 0.034) and positively correlated with tumor size (PMN r = 0.344, p = 0.004; NLR r = 0.363, p = 0.003). Conclusions: A relative neutrophilia in NSCLC patients is associated with an inflammatory milieu suggestive of a Th17/Tc17 presence and decreased lymphocyte activation that is reflected within the TME. Further investigation is needed to define the role of NLR as a predictive biomarker and to identify whether neutrophils or Th17/Tc17 T cells could serve as a therapeutic target to improve immunotherapy response in NSCLC.[Table: see text]
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Affiliation(s)
| | - Lixia Diao
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Hai T. Tran
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | | | - Jing Wang
- University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - Erin M Corsini
- University of Texas MD Anderson Cancer Center, Houston, TX
| | - Alexandre Reuben
- Department of Thoracic and Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | | | | | - Stephen Swisher
- Department of Thoracic Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Tina Cascone
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Ignacio Ivan Wistuba
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - John Heymach
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Jianjun Zhang
- Department of Thoracic and Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Don Lynn Gibbons
- Department of Thoracic/Head and Neck Medical Oncology, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - Boris Sepesi
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX
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Hong L, Dibaj S, Negrao MV, Reuben A, Roarty E, Rinsurongkawong W, Lewis J, Gibbons DL, Sepesi B, Papadimitrakopoulou V, Glisson BS, Blumenschein GR, Futreal PA, Wistuba II, Roth JA, Swisher S, Heymach J, Simon GR, Lee JJ, Zhang J. Spatial and temporal heterogeneity of PD-L1 and its impact on benefit from immune checkpoint blockade in non-small cell lung cancer (NSCLC). J Clin Oncol 2019. [DOI: 10.1200/jco.2019.37.15_suppl.9017] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
9017 Background: Temporal and spatial heterogeneity of PD-L1 has been reported. However, its impact on clinical benefit from immune checkpoint inhibitor (ICI) has not been clearly defined. Methods: We queried the MD Anderson Lung Cancer GEMINI database and compared PD-L1 expression (tumor proportion score by immunohistochemistry using FDA-approved antibodies) in NSCLC specimens from different organs at different time points. We assessed the predictive value of PD-L1 for benefit from ICIs in patients with metastatic NSCLC. Results: In 1398 NSCLC patients, PD-L1 level was significantly associated with biopsy sites (p = 0.007). Adrenal and liver metastases had the highest PD-L1 level and positive rate (by 1% or 50% cutoff) while PD-L1 was the lowest in bone and brain biopsies. In addition, PD-L1 was significantly higher in fresh tissues (PD-L1 staining at < 90 days after biopsy) than archival tissues (PD-L1 staining at > 90 days after biopsy), in squamous cell carcinoma than adenocarcinoma, in EGFR wild-type (WT) than EGFR mutant, in MET amplified than METWT, and in STK11WT than mutant (p < 0.01). Among 112 patients with longitudinal specimens tested, 55 (49%) had major changes with PD-L1 at different time points falling into different clinically relevant categories ( < 1%, 1-49%, > 50%). ICIs were associated with significant decrease in PD-L1 level compared to treatment-naïve counterparts (p = 0.019). Furthermore, 398 patients with EGFR/ALKWT metastatic NSCLC who received ICIs were divided into three groups based on biopsy sites including lung (n = 252); lymph node (LN, n = 85) and distant metastasis (n = 61). Higher PD-L1 level in biopsies from lung or distant metastasis was associated with significantly higher response rate, disease control rate and significantly longer progression free survival and overall survival using either 1% or 50% cutoff. However, the PD-L1 expression from LN biopsies was not associated with either response or survival in this cohort of patients. These findings remained constant in multivariate analyses. Conclusions: PD-L1 expression varies substantially across different anatomic sites and changes during clinical courses. PD-L1 in LN biopsies may not be reliable to predict clinical benefit for ICIs in NSCLC. Repeat biopsy and PD-L1 staining should be considered if only remote tissues, particularly, LN biopsies are available.
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Affiliation(s)
- Lingzhi Hong
- Department of Thoracic and Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Seyedeh Dibaj
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Marcelo Vailati Negrao
- Department of Thoracic / Head and Neck Medical Oncology - The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Alexandre Reuben
- Department of Thoracic and Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Emily Roarty
- Department of Thoracic and Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Waree Rinsurongkawong
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Jeff Lewis
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Don Lynn Gibbons
- Department of Thoracic/Head and Neck Medical Oncology, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Boris Sepesi
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - Bonnie S. Glisson
- Department of Thoracic and Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - George R. Blumenschein
- Department of Thoracic and Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Phillip Andrew Futreal
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Ignacio Ivan Wistuba
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Jack A. Roth
- Department of Thoracic and cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Stephen Swisher
- Department of Thoracic Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - John Heymach
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | - George R. Simon
- Department of Thoracic and Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - J. Jack Lee
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Jianjun Zhang
- Department of Thoracic and Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
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Cascone T, William WN, Weissferdt A, Lin HY, Leung CH, Carter BW, Fossella FV, Mott F, Papadimitrakopoulou V, Blumenschein GR, Le X, Federico L, Parra Cuentas ER, Bernatchez C, Wistuba II, Vaporciyan AA, Gibbons DL, Swisher S, Heymach J, Sepesi B. Neoadjuvant nivolumab (N) or nivolumab plus ipilimumab (NI) for resectable non-small cell lung cancer (NSCLC): Clinical and correlative results from the NEOSTAR study. J Clin Oncol 2019. [DOI: 10.1200/jco.2019.37.15_suppl.8504] [Citation(s) in RCA: 90] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
8504 Background: Neoadjuvant immune checkpoint inhibitors (ICIs) induce major pathologic response (MPR) rates of 20 to 45% in resected NSCLCs. We report the results of NEOSTAR - a phase 2 trial of neoadjuvant N or NI for NSCLCs. Methods: Pts with stage I-IIIA (single N2) resectable NSCLC (AJCC 7th), PS 0-1, were randomized to N (3 mg/kg IV, D1, 15, 29) or N plus I (1 mg/kg IV, D1) followed by surgery (n = 44). Primary endpoint: MPR (≤10% viable tumor), hypothesized to be higher than MPR to induction chemotherapy historical controls. Tumor immune infiltrates and pre- & post-ICI tumor PD-L1 % were assessed by flow cytometry & IHC. Wilcoxon ranked sum test & Fisher’s exact test were used for comparisons. Results: 44 pts were randomized, 23 N, 21 NI: mean age 66, 64% males, 18% never smokers, 59% adenocarcinomas, stages: IA 8 (18%), IB 15 (34%), IIA 7 (16%) IIB 5 (11%); IIIA 9 (20%). Only 3 pts received < 3 doses due to TRAEs (7%). 34 pts had surgery post ICIs (7 not resected [7/41], 17%, [2 N, 5 NI], 3 pending). There were 10 MPRs in 41 pts overall (24%, 4 N, 6 NI), of which 6 were path CRs (15%, 2 N [9%], 4 NI [21%]). Among 34 resected pts, MPR rate was 29% (N 20%, NI 43%). Median % of viable tumor was lower post NI vs N (20% vs 65%, p = .097). ORR (RECIST v1.1) was 22% (8 PRs [5 N, 3 NI], 1 CR [NI]); 15% of pts had PD (3 N, 3 NI). The proportion of CR+PR in MPR+ was higher than in MPR- (6 [60%] vs 2 [7%], p < .001). Surgical complications included 2 bronchopleural fistulas (BPFs) in N & 8 air leaks (5 N, 3 NI). G3-G5 TRAEs included a death due to BPF post steroid-treated pneumonitis (G5, N); G3 pneumonia, hypoxia, hypermagnesemia (1 each, all N), G3 diarrhea (1 NI). CD3+ & CD103+ tissue resident memory CD8+ TILs were higher in NI- vs N-treated tumors (CD3+ 81.2% vs 54.4%, p = .028; CD8+ 56.2% vs 38.3%, p = .069). Median pre-treatment tumor PD-L1 was higher in responders (MPR+, CR+PR) vs non-responders (80% vs 1%, p = .024), and the % of viable tumor was lower in tumors with PD-L1 > 1% vs PD-L1 ≤1% (median 20% vs 80%, p = .046). Conclusions: Overall a 24% MPR rate to neoadjuvant ICIs was observed. NI induced a higher % of non-viable tumor and of tissue resident memory TILs vs N. Antitumor activity was associated with higher pre-treatment PD-L1 levels. Clinical trial information: NCT03158129.
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Affiliation(s)
- Tina Cascone
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | | | - Heather Y. Lin
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - Brett W. Carter
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - Frank Mott
- University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - George R. Blumenschein
- Department of Thoracic and Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Xiuning Le
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | | | | | - Ignacio Ivan Wistuba
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - Don Lynn Gibbons
- Department of Thoracic/Head and Neck Medical Oncology, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Stephen Swisher
- Department of Thoracic Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - John Heymach
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Boris Sepesi
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX
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Reuben A, Zhang J, Lin HY, Little L, Gumbs C, Tran HT, Wang L, Haymaker CL, Mehran RJ, Rice DC, Walsh GL, Lee JJ, Wistuba II, Swisher S, Vaporciyan AA, Futreal A, Sepesi B, Heymach J, Gibbons DL, Cascone T. T cell repertoire analysis of non-small cell lung cancer patients treated with neoadjuvant nivolumab alone or in combination with ipilimumab (NEOSTAR trial). J Clin Oncol 2019. [DOI: 10.1200/jco.2019.37.15_suppl.8532] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
8532 Background: Neoadjuvant immune checkpoint inhibitors (ICIs) are being explored in resectable non-small cell lung cancer (NSCLC). Here, we studied the composition and changes in the T cell repertoire in a cohort of NSCLC patients (n = 44) treated with neoadjuvant nivolumab (N) alone or in combination with ipilimumab (NI) followed by surgery (NEOSTAR trial). Methods: Sequencing of the variable CDR3β chain of the T cell receptor (TCR) involved in antigen binding was performed in pre-treatment and surgical tumors, matched adjacent uninvolved lung specimens, as well as paired longitudinal blood at baseline, prior to each dose of therapy, prior to surgery, and within 8 weeks post-surgery. T cell repertoire density, diversity, and clonality (reactivity) were evaluated in addition to tumor PD-L1 expression pre- and post-neoadjuvant treatment. Results: Median T cell diversity in the blood post-therapy was 3.3-fold higher in NI- compared to N-treated patients (40,993 [NI, n = 3] vs 12,177 [N, n = 4] unique TCR rearrangements, n.s.). However, median T cell clonality in the blood was 3.5-fold higher in N- than NI-treated patients post-therapy (0.093 [N, n = 4] vs 0.026 [NI, n = 3], n.s.). Median clonality was 3.8-fold higher in the tumor post-therapy in patients receiving NI than in those receiving N (0.076 [NI, n = 7] vs 0.020 [N, n = 5], n.s.). Interestingly, diversity in the blood at baseline and in the tumor post-therapy were positively correlated ([n = 7], r = 0.82; p = 0.023), which may reflect an influx of cells from the periphery following ICIs. Importantly, higher baseline T cell clonality in the blood was associated with a lower % of viable tumor at time of surgery in both treatment arms ([n = 7], r = -0.77; p = 0.04). Conclusions: Our study is the first to assess the TCR repertoire in NSCLC patients treated with combination neoadjuvant NI and highlights potential mechanistic differences compared to N alone. Neoadjuvant NI is associated with higher clonality in tumors and lower clonality in blood post-therapy, suggesting increased T cell trafficking into the tumor. Finally, lower pre-treatment clonality in the periphery was correlated with higher % viable tumor post-neoadjuvant ICIs. Clinical trial information: NCT03158129.
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Affiliation(s)
- Alexandre Reuben
- Department of Thoracic and Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Jianjun Zhang
- Department of Thoracic and Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Heather Y. Lin
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Latasha Little
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Curtis Gumbs
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Hai T. Tran
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | | | - Reza J. Mehran
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | - David C. Rice
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - J. Jack Lee
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Ignacio Ivan Wistuba
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Stephen Swisher
- Department of Thoracic Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - Andrew Futreal
- The University of Texas MD Anderson Cancer Center, Department of Genomic Medicine, Houston, TX
| | - Boris Sepesi
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - John Heymach
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Don Lynn Gibbons
- Department of Thoracic/Head and Neck Medical Oncology, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Tina Cascone
- The University of Texas MD Anderson Cancer Center, Houston, TX
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El Ferjani B, Chandwani S, Hirschmann M, Dibaj S, Roarty E, Zhang J, Rinsurnogkawong W, Lewis J, Lee J, Roth JA, Swisher S, Heymach JV, Burke T, Simon GR. HSR19-085: A Real World Observational Assessment of the Impact of Immunotherapy on the Treatment of Advanced Non-Small Cell Lung Cancer (NSCLC). J Natl Compr Canc Netw 2019. [DOI: 10.6004/jnccn.2018.7202] [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: 11/17/2022]
Abstract
Background: NSCLC is the leading cause of cancer-related mortality worldwide. Recently reported clinical trials have firmly established the role of PD-1 and PD-L1 inhibitors in the treatment of patients (pts) with metastatic NSCLC (mNSCLC). We have established the prospective, observational, real-world Advanced Non-Small Cell Lung Holistic Registry (ANCHoR) to understand how the advent of immunotherapy impacts treatment choices and clinical outcomes. Objectives: The aim of this analysis is to measure the impact of immunotherapy on the treatment choice for the first-line treatment of mNSCLC and to determine the link between PD-L1 expression and the treatment choices made in routine clinical practice at the MD Anderson Cancer Center (MDA). Methods: From May 1, 2017, to June 30, 2018, English-speaking pts with mNSCLC at MDA who provided written informed consent were enrolled in ANCHoR and longitudinally followed. The PD-L1 testing rates were captured and the treatment decisions made were also captured and tabulated. The time of data cutoff for this study is June 30, 2018. Results: Of the 296 pts enrolled in the registry at the time of data cutoff, there were 49.7% males, 82.1% white, 45.9% ≥65 years old, 69.3% smokers, 83.1% with an initial stage IV diagnosis, 87.2% with nonsquamous histology, 36.1% with bone metastasis, 29.4% with brain metastasis, 43.2% with 0–1 performance status, and 21.6% with a known EGFR or ALK mutation. A total of 233 pts had been tested for PD-L1 (78.7%). Predominant reasons for not testing (63 pts) include not having available tissue (26 pts) or the test was not requested by the physician (31 pts). As of June 30, 2018, 38.5% of patients received immunotherapy as first-line therapy either as a single agent (18.9%, 56 pts) or in combination with chemotherapy (19.6%, 58 pts). Only 35.8% of the patients received platinum doublet chemotherapy alone. Two pts received chemotherapy combined with an anti-angiogenesis agent (0.68%). Targeted therapy was utilized either as a single agent (20.6%) or in combination with immunotherapy (2.4%). Conclusion: Immunotherapy is now utilized as a single agent or in combination in more than one-third of patients with mNSCLC. These numbers are expected to increase as data from recently reported studies get incorporated into common clinical practice. Compared to historic experience, there has been a dramatic decline in the use of chemotherapy with an anti-angiogenesis agent.
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Affiliation(s)
| | | | | | - Seydeh Dibaj
- aThe University of Texas MD Anderson Cancer Center, Houston, TX
| | - Emily Roarty
- aThe University of Texas MD Anderson Cancer Center, Houston, TX
| | - Jianjun Zhang
- aThe University of Texas MD Anderson Cancer Center, Houston, TX
| | | | | | | | | | | | | | | | - George R. Simon
- aThe University of Texas MD Anderson Cancer Center, Houston, TX
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49
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Simon G, DiNardo CD, Takahashi K, Cascone T, Powers C, Stevens R, Allen J, Antonoff MB, Gomez D, Keane P, Suarez Saiz F, Nguyen Q, Roarty E, Pierce S, Zhang J, Hardeman Barnhill E, Lakhani K, Shaw K, Smith B, Swisher S, High R, Futreal PA, Heymach J, Chin L. Applying Artificial Intelligence to Address the Knowledge Gaps in Cancer Care. Oncologist 2018; 24:772-782. [PMID: 30446581 DOI: 10.1634/theoncologist.2018-0257] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [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: 04/30/2018] [Accepted: 09/28/2018] [Indexed: 01/18/2023] Open
Abstract
BACKGROUND Rapid advances in science challenge the timely adoption of evidence-based care in community settings. To bridge the gap between what is possible and what is practiced, we researched approaches to developing an artificial intelligence (AI) application that can provide real-time patient-specific decision support. MATERIALS AND METHODS The Oncology Expert Advisor (OEA) was designed to simulate peer-to-peer consultation with three core functions: patient history summarization, treatment options recommendation, and management advisory. Machine-learning algorithms were trained to construct a dynamic summary of patients cancer history and to suggest approved therapy or investigative trial options. All patient data used were retrospectively accrued. Ground truth was established for approximately 1,000 unique patients. The full Medline database of more than 23 million published abstracts was used as the literature corpus. RESULTS OEA's accuracies of searching disparate sources within electronic medical records to extract complex clinical concepts from unstructured text documents varied, with F1 scores of 90%-96% for non-time-dependent concepts (e.g., diagnosis) and F1 scores of 63%-65% for time-dependent concepts (e.g., therapy history timeline). Based on constructed patient profiles, OEA suggests approved therapy options linked to supporting evidence (99.9% recall; 88% precision), and screens for eligible clinical trials on ClinicalTrials.gov (97.9% recall; 96.9% precision). CONCLUSION Our results demonstrated technical feasibility of an AI-powered application to construct longitudinal patient profiles in context and to suggest evidence-based treatment and trial options. Our experience highlighted the necessity of collaboration across clinical and AI domains, and the requirement of clinical expertise throughout the process, from design to training to testing. IMPLICATIONS FOR PRACTICE Artificial intelligence (AI)-powered digital advisors such as the Oncology Expert Advisor have the potential to augment the capacity and update the knowledge base of practicing oncologists. By constructing dynamic patient profiles from disparate data sources and organizing and vetting vast literature for relevance to a specific patient, such AI applications could empower oncologists to consider all therapy options based on the latest scientific evidence for their patients, and help them spend less time on information "hunting and gathering" and more time with the patients. However, realization of this will require not only AI technology maturation but also active participation and leadership by clincial experts.
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Affiliation(s)
- George Simon
- Department of Thoracic/Head and Neck Medical Oncology, MD Anderson Cancer Center, Houston, Texas, USA
| | | | - Koichi Takahashi
- Department of Leukemia, MD Anderson Cancer Center, Houston, Texas, USA
| | - Tina Cascone
- Department of Thoracic/Head and Neck Medical Oncology, MD Anderson Cancer Center, Houston, Texas, USA
| | - Cynthia Powers
- Department of Leukemia, MD Anderson Cancer Center, Houston, Texas, USA
| | - Rick Stevens
- IBM Watson Health, Cambridge, Massachusetts, USA
| | | | - Mara B Antonoff
- Department of Thoracic & Cardiovascular Surgery, MD Anderson Cancer Center, Houston, Texas, USA
| | - Daniel Gomez
- Department of Radiation Oncology, MD Anderson Cancer Center, Houston, Texas, USA
| | - Pat Keane
- IBM Watson Health, Cambridge, Massachusetts, USA
| | | | - Quynh Nguyen
- Department of Thoracic/Head and Neck Medical Oncology, MD Anderson Cancer Center, Houston, Texas, USA
| | - Emily Roarty
- Department of Thoracic/Head and Neck Medical Oncology, MD Anderson Cancer Center, Houston, Texas, USA
| | - Sherry Pierce
- Department of Leukemia, MD Anderson Cancer Center, Houston, Texas, USA
| | - Jianjun Zhang
- Department of Thoracic/Head and Neck Medical Oncology, MD Anderson Cancer Center, Houston, Texas, USA
| | | | - Kate Lakhani
- Department of Leukemia, MD Anderson Cancer Center, Houston, Texas, USA
| | - Kenna Shaw
- Department of Genomic Medicine, MD Anderson Cancer Center, Houston, Texas, USA
| | - Brett Smith
- Department of Genomic Medicine, MD Anderson Cancer Center, Houston, Texas, USA
| | - Stephen Swisher
- Department of Thoracic & Cardiovascular Surgery, MD Anderson Cancer Center, Houston, Texas, USA
| | - Rob High
- IBM Watson, New York New York, USA
| | - P Andrew Futreal
- Department of Genomic Medicine, MD Anderson Cancer Center, Houston, Texas, USA
| | - John Heymach
- Department of Thoracic/Head and Neck Medical Oncology, MD Anderson Cancer Center, Houston, Texas, USA
| | - Lynda Chin
- Department of Genomic Medicine, MD Anderson Cancer Center, Houston, Texas, USA
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50
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Weissferdt A, Cascone T, Pataer A, Kalhor N, Moran C, Antonoff M, Walsh G, Bernatchez C, Gibbons D, Wistuba I, Roth J, Zhang J, Roarty E, Landry L, Vaporciyan A, Heymach J, Swisher S, Sepesi B. P3.09-27 Histopathologic Parameters Define Features of Treatment Response to Neoadjuvant Chemotherapy in Non-Small Cell Lung Cancer. J Thorac Oncol 2018. [DOI: 10.1016/j.jtho.2018.08.1796] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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