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Almangush A, Mäkitie AA, Leivo I. Assessment of tumor-infiltrating lymphocytes in head and neck cancer: Clinical scenarios. Oral Oncol 2024; 153:106829. [PMID: 38705089 DOI: 10.1016/j.oraloncology.2024.106829] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2024] [Accepted: 04/28/2024] [Indexed: 05/07/2024]
Affiliation(s)
- Alhadi Almangush
- Department of Pathology, University of Helsinki, Helsinki, Finland; Research Program in Systems Oncology, Faculty of Medicine, University of Helsinki, Helsinki, Finland; Institute of Biomedicine, Pathology, University of Turku, Turku, Finland; Faculty of Dentistry, Misurata University, Misurata, Libya.
| | - Antti A Mäkitie
- Research Program in Systems Oncology, Faculty of Medicine, University of Helsinki, Helsinki, Finland; Department of Otorhinolaryngology, Head and Neck Surgery, University of Helsinki and Helsinki University Hospital, Finland; Division of Ear, Nose and Throat Diseases, Department of Clinical Sciences, Intervention and Technology, Karolinska Institutet and Karolinska Hospital, Stockholm, Sweden
| | - Ilmo Leivo
- University of Turku, Institute of Biomedicine, Pathology and Turku University Central Hospital, Department of Pathology, Turku, Finland
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Xirou V, Moutafi M, Bai Y, Nwe Aung T, Burela S, Liu M, Kimple RJ, Shabbir Ahmed F, Schultz B, Flieder D, Connolly DC, Psyrri A, Burtness B, Rimm DL. An algorithm for standardization of tumor Infiltrating lymphocyte evaluation in head and neck cancers. Oral Oncol 2024; 152:106750. [PMID: 38547779 PMCID: PMC11060915 DOI: 10.1016/j.oraloncology.2024.106750] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Revised: 03/06/2024] [Accepted: 03/06/2024] [Indexed: 05/01/2024]
Abstract
PURPOSE The prognostic and predictive significance of pathologist-read tumor infiltrating lymphocytes (TILs) in head and neck cancers have been demonstrated through multiple studies over the years. TILs have not been broadly adopted clinically, perhaps due to substantial inter-observer variability. In this study, we developed a machine-based algorithm for TIL evaluation in head and neck cancers and validated its prognostic value in independent cohorts. EXPERIMENTAL DESIGN A network classifier called NN3-17 was trained to identify and calculate tumor cells, lymphocytes, fibroblasts and "other" cells on hematoxylin-eosin stained sections using the QuPath software. These measurements were used to construct three predefined TIL variables. A retrospective collection of 154 head and neck squamous cell cancer cases was used as the discovery set to identify optimal association of TIL variables and survival. Two independent cohorts of 234 cases were used for validation. RESULTS We found that electronic TIL variables were associated with favorable prognosis in both the HPV-positive and -negative cases. After adjusting for clinicopathologic factors, Cox regression analysis demonstrated that electronic total TILs% (p = 0.025) in the HPV-positive and electronic stromal TILs% (p < 0.001) in the HPV-negative population were independent markers of disease specific outcomes (disease free survival). CONCLUSIONS Neural network TIL variables demonstrated independent prognostic value in validation cohorts of HPV-positive and HPV-negative head and neck cancers. These objective variables can be calculated by an open-source software and could be considered for testing in a prospective setting to assess potential clinical implications.
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Affiliation(s)
- Vasiliki Xirou
- Department of Pathology, Yale University School of Medicine, New Haven, CT, USA
| | - Myrto Moutafi
- Department of Pathology, Yale University School of Medicine, New Haven, CT, USA
| | - Yalai Bai
- Department of Pathology, Yale University School of Medicine, New Haven, CT, USA
| | - Thazin Nwe Aung
- Department of Pathology, Yale University School of Medicine, New Haven, CT, USA
| | - Sneha Burela
- Department of Pathology, Yale University School of Medicine, New Haven, CT, USA
| | - Matthew Liu
- Department of Pathology, Yale University School of Medicine, New Haven, CT, USA
| | - Randall J Kimple
- Department of Human Oncology and UW Carbone Cancer Center, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - Fahad Shabbir Ahmed
- Department of Pathology, Wayne State University School of Medicine, Detroit, MI, USA
| | - Bryant Schultz
- Biosample Repository Facility, Fox Chase Cancer Center, Philadelphia, PA, USA
| | - Douglas Flieder
- Department of Pathology, Fox Chase Cance Center, Philadelphia, PA, USA
| | - Denise C Connolly
- Biosample Repository Facility, Fox Chase Cancer Center, Philadelphia, PA, USA; Cancer Signaling and Microenvironment Program, Fox Chase Cancer Center, Philadelphia, PA, USA
| | - Amanda Psyrri
- Department of Internal Medicine (Medical Oncology), National and Kapodistrian University of Athens, Athens, Greece
| | - Barbara Burtness
- Department of Internal Medicine (Medical Oncology), Yale University School of Medicine, New Haven, CT, USA
| | - David L Rimm
- Department of Pathology, Yale University School of Medicine, New Haven, CT, USA; Department of Internal Medicine (Medical Oncology), Yale University School of Medicine, New Haven, CT, USA.
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Brendle SA, Li JJ, Walter V, Schell TD, Kozak M, Balogh KK, Lu S, Christensen ND, Zhu Y, El-Bayoumy K, Hu J. Immune Responses in Oral Papillomavirus Clearance in the MmuPV1 Mouse Model. Pathogens 2023; 12:1452. [PMID: 38133335 PMCID: PMC10745854 DOI: 10.3390/pathogens12121452] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Revised: 12/06/2023] [Accepted: 12/12/2023] [Indexed: 12/23/2023] Open
Abstract
Human papillomavirus (HPV)-induced oropharyngeal cancer now exceeds HPV-induced cervical cancer, with a noticeable sex bias. Although it is well established that women have a more proficient immune system, it remains unclear whether immune control of oral papillomavirus infections differs between sexes. In the current study, we use genetically modified mice to target CCR2 and Stat1 pathways, with the aim of investigating the role of both innate and adaptive immune responses in clearing oral papillomavirus, using our established papillomavirus (MmuPV1) infection model. Persistent oral MmuPV1 infection was detected in Rag1ko mice with T and B cell deficiencies. Meanwhile, other tested mice were susceptible to MmuPV1 infections but were able to clear the virus. We found sex differences in key myeloid cells, including macrophages, neutrophils, and dendritic cells in the infected tongues of wild type and Stat1ko mice but these differences were not observed in CCR2ko mice. Intriguingly, we also observed a sex difference in anti-MmuPV1 E4 antibody levels, especially for two IgG isotypes: IgG2b and IgG3. However, we found comparable numbers of interferon-gamma-producing CD8 T cells stimulated by E6 and E7 in both sexes. These findings suggest that males and females may use different components of innate and adaptive immune responses to control papillomavirus infections in the MmuPV1 mouse model. The observed sex difference in immune responses, especially in myeloid cells including dendritic cell (DC) subsets, may have potential diagnostic and prognostic values for HPV-associated oropharyngeal cancer.
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Affiliation(s)
- Sarah A. Brendle
- The Jake Gittlen Laboratories for Cancer Research, College of Medicine, Pennsylvania State University, Hershey, State College, PA 17033, USA; (S.A.B.); (J.J.L.); (M.K.); (K.K.B.); (N.D.C.)
- Department of Pathology, College of Medicine, Pennsylvania State University, Hershey, PA 17033, USA; (S.L.); (Y.Z.)
| | - Jingwei J. Li
- The Jake Gittlen Laboratories for Cancer Research, College of Medicine, Pennsylvania State University, Hershey, State College, PA 17033, USA; (S.A.B.); (J.J.L.); (M.K.); (K.K.B.); (N.D.C.)
- Department of Pathology, College of Medicine, Pennsylvania State University, Hershey, PA 17033, USA; (S.L.); (Y.Z.)
| | - Vonn Walter
- Department of Biochemistry & Molecular Biology, College of Medicine, Pennsylvania State University, Hershey, PA 17033, USA; (V.W.); (K.E.-B.)
- Department of Public Health Sciences, College of Medicine, Pennsylvania State University, Hershey, PA 17033, USA
| | - Todd D. Schell
- Department of Microbiology and Immunology, College of Medicine, Pennsylvania State University, Hershey, PA 17033, USA;
| | - Michael Kozak
- The Jake Gittlen Laboratories for Cancer Research, College of Medicine, Pennsylvania State University, Hershey, State College, PA 17033, USA; (S.A.B.); (J.J.L.); (M.K.); (K.K.B.); (N.D.C.)
- Department of Pathology, College of Medicine, Pennsylvania State University, Hershey, PA 17033, USA; (S.L.); (Y.Z.)
| | - Karla K. Balogh
- The Jake Gittlen Laboratories for Cancer Research, College of Medicine, Pennsylvania State University, Hershey, State College, PA 17033, USA; (S.A.B.); (J.J.L.); (M.K.); (K.K.B.); (N.D.C.)
- Department of Pathology, College of Medicine, Pennsylvania State University, Hershey, PA 17033, USA; (S.L.); (Y.Z.)
| | - Song Lu
- Department of Pathology, College of Medicine, Pennsylvania State University, Hershey, PA 17033, USA; (S.L.); (Y.Z.)
| | - Neil D. Christensen
- The Jake Gittlen Laboratories for Cancer Research, College of Medicine, Pennsylvania State University, Hershey, State College, PA 17033, USA; (S.A.B.); (J.J.L.); (M.K.); (K.K.B.); (N.D.C.)
- Department of Pathology, College of Medicine, Pennsylvania State University, Hershey, PA 17033, USA; (S.L.); (Y.Z.)
- Department of Microbiology and Immunology, College of Medicine, Pennsylvania State University, Hershey, PA 17033, USA;
| | - Yusheng Zhu
- Department of Pathology, College of Medicine, Pennsylvania State University, Hershey, PA 17033, USA; (S.L.); (Y.Z.)
| | - Karam El-Bayoumy
- Department of Biochemistry & Molecular Biology, College of Medicine, Pennsylvania State University, Hershey, PA 17033, USA; (V.W.); (K.E.-B.)
| | - Jiafen Hu
- The Jake Gittlen Laboratories for Cancer Research, College of Medicine, Pennsylvania State University, Hershey, State College, PA 17033, USA; (S.A.B.); (J.J.L.); (M.K.); (K.K.B.); (N.D.C.)
- Department of Pathology, College of Medicine, Pennsylvania State University, Hershey, PA 17033, USA; (S.L.); (Y.Z.)
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Yin LX, Rivera M, Garcia JJ, Bartemes KR, Lewis DB, Lohse CM, Routman DM, Ma DJ, Moore EJ, Van Abel KM. Impact of Tumor-Infiltrating Lymphocytes on Disease Progression in Human Papillomavirus-Related Oropharyngeal Carcinoma. Otolaryngol Head Neck Surg 2023; 169:539-547. [PMID: 36939471 DOI: 10.1002/ohn.249] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2022] [Revised: 11/13/2022] [Accepted: 12/17/2022] [Indexed: 01/31/2023]
Abstract
OBJECTIVE We aim to explore the prognostic value of tumor-infiltrating lymphocytes (TILs) in the primary tumor and metastatic lymph nodes of patients with HPV(+)OPSCC. We hypothesize that TILS density at both sites is associated with disease-free survival in HPV(+)OPSCC. STUDY DESIGN Matched case-control study among HPV(+)OPSCC patients who underwent intent-to-cure surgery. Cases developed locoregional or distant recurrence. Controls were matched based on age, sex, pathologic T, N, and overall stage, year of surgery, type of adjuvant treatment received, and the Adult Comorbidity Evaluation-27 (ACE-27) score. SETTING Single tertiary care center, May 2007 to December 2016. METHODS Tumoral TILs (tTILs) density was defined as % TILs; stromal TILs (sTILs) density was defined as absent/sparse or moderate/dense crowding. Associations between TILs and time to disease progression were assessed using Cox regression models. RESULTS Forty-four case-control pairs (N = 88) were included: 42 (48%) AJCC pStage I, 39 (44%) pStage II, and 7 (8%) pStage III. tTILs density ≥10% (hazard ratio [HR] 0.41, 95% confidence interval [CI] 0.17-0.99, p = .048) and a moderate/dense sTILs density (HR 0.21, 95% CI 0.06-0.75, p = .016) in the primary tumor were significantly associated with decreased risk of progression. TILs density in the lymph node was associated with decreased risk of progression but did not reach statistical significance. The tTILs and sTILs density correlated strongly between the primary tumor and lymph node. Concordance between the pathologists' was moderate (60%-70%). CONCLUSIONS In HPV(+)OPSCC, a higher density of tumoral and stromal TILs in the primary tumor and possibly the lymph node may predict a lower risk of disease progression.
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Affiliation(s)
- Linda X Yin
- Department of Otolaryngology-Head and Neck Surgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Michael Rivera
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota, USA
| | - Joaquin J Garcia
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota, USA
| | - Kathleen R Bartemes
- Department of Otolaryngology-Head and Neck Surgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Derrick B Lewis
- Department of Otolaryngology-Head and Neck Surgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Christine M Lohse
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota, USA
| | - David M Routman
- Department of Radiation Oncology, Mayo Clinic, Rochester, Minnesota, USA
| | - Daniel J Ma
- Department of Radiation Oncology, Mayo Clinic, Rochester, Minnesota, USA
| | - Eric J Moore
- Department of Otolaryngology-Head and Neck Surgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Kathryn M Van Abel
- Department of Otolaryngology-Head and Neck Surgery, Mayo Clinic, Rochester, Minnesota, USA
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Starska-Kowarska K. The Role of Different Immunocompetent Cell Populations in the Pathogenesis of Head and Neck Cancer-Regulatory Mechanisms of Pro- and Anti-Cancer Activity and Their Impact on Immunotherapy. Cancers (Basel) 2023; 15:1642. [PMID: 36980527 PMCID: PMC10046400 DOI: 10.3390/cancers15061642] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Revised: 02/28/2023] [Accepted: 03/01/2023] [Indexed: 03/10/2023] Open
Abstract
Head and neck squamous cell carcinoma (HNSCC) is one of the most aggressive and heterogeneous groups of human neoplasms. HNSCC is characterized by high morbidity, accounting for 3% of all cancers, and high mortality with ~1.5% of all cancer deaths. It was the most common cancer worldwide in 2020, according to the latest GLOBOCAN data, representing the seventh most prevalent human malignancy. Despite great advances in surgical techniques and the application of modern combinations and cytotoxic therapies, HNSCC remains a leading cause of death worldwide with a low overall survival rate not exceeding 40-60% of the patient population. The most common causes of death in patients are its frequent nodal metastases and local neoplastic recurrences, as well as the relatively low response to treatment and severe drug resistance. Much evidence suggests that the tumour microenvironment (TME), tumour infiltrating lymphocytes (TILs) and circulating various subpopulations of immunocompetent cells, such regulatory T cells (CD4+CD25+Foxp3+Tregs), cytotoxic CD3+CD8+ T cells (CTLs) and CD3+CD4+ T helper type 1/2/9/17 (Th1/Th2/Th9/Th17) lymphocytes, T follicular helper cells (Tfh) and CD56dim/CD16bright activated natural killer cells (NK), carcinoma-associated fibroblasts (CAFs), myeloid-derived suppressor cells (MDSCs), tumour-associated neutrophils (N1/N2 TANs), as well as tumour-associated macrophages (M1/M2 phenotype TAMs) can affect initiation, progression and spread of HNSCC and determine the response to immunotherapy. Rapid advances in the field of immuno-oncology and the constantly growing knowledge of the immunosuppressive mechanisms and effects of tumour cancer have allowed for the use of effective and personalized immunotherapy as a first-line therapeutic procedure or an essential component of a combination therapy for primary, relapsed and metastatic HNSCC. This review presents the latest reports and molecular studies regarding the anti-tumour role of selected subpopulations of immunocompetent cells in the pathogenesis of HNSCC, including HPV+ve (HPV+) and HPV-ve (HPV-) tumours. The article focuses on the crucial regulatory mechanisms of pro- and anti-tumour activity, key genetic or epigenetic changes that favour tumour immune escape, and the strategies that the tumour employs to avoid recognition by immunocompetent cells, as well as resistance mechanisms to T and NK cell-based immunotherapy in HNSCC. The present review also provides an overview of the pre- and clinical early trials (I/II phase) and phase-III clinical trials published in this arena, which highlight the unprecedented effectiveness and limitations of immunotherapy in HNSCC, and the emerging issues facing the field of HNSCC immuno-oncology.
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Affiliation(s)
- Katarzyna Starska-Kowarska
- Department of Physiology, Pathophysiology and Clinical Immunology, Department of Clinical Physiology, Medical University of Lodz, Żeligowskiego 7/9, 90-752 Lodz, Poland; ; Tel.: +48-604-541-412
- Department of Otorhinolaryngology, EnelMed Center Expert, Drewnowska 58, 91-001 Lodz, Poland
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Almangush A, Alabi RO, De Keukeleire S, Mäkitie AA, Pirinen M, Leivo I. Clinical significance of overall assessment of tumor-infiltrating lymphocytes in oropharyngeal cancer: A meta-analysis. Pathol Res Pract 2023; 243:154342. [PMID: 36758415 DOI: 10.1016/j.prp.2023.154342] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/11/2022] [Revised: 01/20/2023] [Accepted: 01/23/2023] [Indexed: 01/26/2023]
Abstract
BACKGROUND The overall assessment of tumor-infiltrating lymphocytes (TILs) evaluated using hematoxylin and eosin (HE) staining has been recently studied in oropharyngeal squamous cell carcinoma (OPSCC). METHODS We conducted a systematic review of Scopus, Ovid Medline, PubMed, Web of Science, and Cochrane Library to retrieve studies assessing TILs in HE-stained sections of OPSCC. We used fixed-effect models and random-effect models to estimate the pooled hazard ratios (HRs) and confidence intervals (CIs) for disease-free survival (DFS), overall survival (OS) and disease-specific survival (DSS). RESULTS Eleven studies were identified that had analyzed the prognostic significance of TILs in OPSCC using HE-stained specimens. Our meta-analyses showed that a high infiltration of TILs was significantly associated with improved DFS (HR 0.39, 95%CI 0.24-0.65, P = 0.0003), OS (HR 0.38, 95%CI 0.29-0.50, P < 0.0001), and DSS (HR 0.32, 95%CI 0.19-0.53, P < 0.0001). CONCLUSION Findings of our meta-analysis support a growing body of evidence indicating that assessment of TILs in OPSCC using HE-stained sections has reliable prognostic value. The clinical significance of such assessment of TILs has been reported repeatedly in many studies on OPSCC. The assessment is cost-effective, feasible, easy to transfer from lab to clinic, and therefore can be incorporated in daily practice.
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Affiliation(s)
- Alhadi Almangush
- Department of Pathology, University of Helsinki, P.O. Box 21, FI-00014 Helsinki, Finland; Research Program in Systems Oncology, Faculty of Medicine, University of Helsinki, Helsinki, Finland; Institute of Biomedicine, Pathology, University of Turku, Turku, Finland; Faculty of Dentistry, Misurata University, Misurata, Libya.
| | - Rasheed Omobolaji Alabi
- Research Program in Systems Oncology, Faculty of Medicine, University of Helsinki, P.O. Box 63, FI-00014 Helsinki, Finland; Department of Industrial Digitalization, School of Technology and Innovations, University of Vaasa, Vaasa, Finland
| | - Stijn De Keukeleire
- Department of Medical Oncology, University Hospital Ghent, 9000 Ghent, Belgium
| | - Antti A Mäkitie
- Research Program in Systems Oncology, Faculty of Medicine, University of Helsinki, Helsinki, Finland; Department of Otorhinolaryngology - Head and Neck Surgery, University of Helsinki and Helsinki University Hospital P.O. Box 263, FI-00029 Helsinki, Finland; Division of Ear, Nose and Throat Diseases, Department of Clinical Sciences, Intervention and Technology, Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden
| | - Matti Pirinen
- Institute for Molecular Medicine Finland (FIMM), University of Helsinki, FIN-00014 Helsinki, Finland; Department of Public Health, University of Helsinki, FIN-00014 Helsinki, Finland; Department of Mathematics and Statistics, University of Helsinki, FIN-00014 Helsinki, Finland
| | - Ilmo Leivo
- Institute of Biomedicine, Pathology, University of Turku, 20520 Turku, Finland; Turku University Central Hospital, Turku, Finland
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Yin LX, Routman DM, Day CN, Harmsen WS, Haller T, Bartemes K, Price DL, Moore EJ, Foote RL, Neben-Wittich M, Chintakuntlawar AV, Ma DJ, Price KA, Van Abel KM. Low postoperative lymphocyte count increases risk of progression in human papillomavirus associated oropharyngeal cancer. Head Neck 2022; 44:2760-2768. [PMID: 36129387 DOI: 10.1002/hed.27198] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2022] [Revised: 07/04/2022] [Accepted: 08/30/2022] [Indexed: 11/07/2022] Open
Abstract
BACKGROUND We aim to explore the prognostic role of absolute lymphocyte count (ALC) before, during, and after treatment on oncologic outcomes in human papillomavirus associated oropharyngeal cancer (HPV(+)OPSCC). METHODS Retrospective cohort at a tertiary center, 2006-2018. Multivariable Cox regressions were used to determine the effect of ALC on risk of progression. Univariate linear regression was performed to determine clinical factors associated with lower ALC. RESULTS All 197 patients underwent primary surgery. Mean (SD) ALC nadirs (×109 cells/L) were: baseline (N = 149): 1.69 (0.56); postoperative (N = 126): 1.58 (0.59); post-RT (N = 141): 0.68 (0.35) and long-term (N = 105): 0.88 (0.37). Lower baseline ALC nadir was associated with worse overall survival (HR 3.85, 95%CI: 1.03-14.29, p = 0.04). Lower postoperative ALC nadir was associated with higher risk of progression (HR 2.63, 95%CI: 1.04-6.67, p = 0.04). CONCLUSIONS Lower baseline ALC is associated with worse survival, whereas lower postoperative ALC is associated with increased risk of progression in surgically treated HPV(+)OPSCC. LEVEL OF EVIDENCE: 3
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Affiliation(s)
- Linda X Yin
- Department of Otolaryngology - Head and Neck Surgery, Mayo Clinic, Rochester, Minnesota, USA
| | - David M Routman
- Department of Radiation Oncology, Mayo Clinic, Rochester, Minnesota, USA
| | - Courtney N Day
- Department of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, Minnesota, USA
| | - William S Harmsen
- Department of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, Minnesota, USA
| | - Travis Haller
- Department of Otolaryngology - Head and Neck Surgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Kathleen Bartemes
- Department of Otolaryngology - Head and Neck Surgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Daniel L Price
- Department of Otolaryngology - Head and Neck Surgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Eric J Moore
- Department of Otolaryngology - Head and Neck Surgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Robert L Foote
- Department of Radiation Oncology, Mayo Clinic, Rochester, Minnesota, USA
| | | | | | - Daniel J Ma
- Department of Radiation Oncology, Mayo Clinic, Rochester, Minnesota, USA
| | - Katharine A Price
- Department of Medical Oncology, Mayo Clinic, Rochester, Minnesota, USA
| | - Kathryn M Van Abel
- Department of Otolaryngology - Head and Neck Surgery, Mayo Clinic, Rochester, Minnesota, USA
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8
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Lang Kuhs KA, Faden DL, Chen L, Smith DK, Pinheiro M, Wood CB, Davis S, Yeager M, Boland JF, Cullen M, Steinberg M, Bass S, Wang X, Liu P, Mehrad M, Tucker T, Lewis JS, Ferris RL, Mirabello L. Genetic variation within the human papillomavirus type 16 genome is associated with oropharyngeal cancer prognosis. Ann Oncol 2022; 33:638-648. [PMID: 35306154 PMCID: PMC9350957 DOI: 10.1016/j.annonc.2022.03.005] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2022] [Revised: 03/08/2022] [Accepted: 03/11/2022] [Indexed: 01/02/2023] Open
Abstract
PURPOSE A significant barrier to adoption of de-escalated treatment protocols for human papillomavirus-driven oropharyngeal cancer (HPV-OPC) is that few predictors of poor prognosis exist. We conducted the first large whole-genome sequencing (WGS) study to characterize the genetic variation of the HPV type 16 (HPV16) genome and to evaluate its association with HPV-OPC patient survival. PATIENTS AND METHODS A total of 460 OPC tumor specimens from two large United States medical centers (1980-2017) underwent HPV16 whole-genome sequencing. Site-specific variable positions [single nucleotide polymorphisms (SNPs)] across the HPV16 genome were identified. Cox proportional hazards model estimated hazard ratios (HRs) and 95% confidence intervals (CIs) for overall survival by HPV16 SNPs. Harrell C-index and time-dependent positive predictive value (PPV) curves and areas under the PPV curves were used to evaluate the predictive accuracy of HPV16 SNPs for overall survival. RESULTS A total of 384 OPC tumor specimens (83.48%) passed quality control filters with sufficient depth and coverage of HPV16 genome sequencing to be analyzed. Some 284 HPV16 SNPs with a minor allele frequency ≥1% were identified. Eight HPV16 SNPs were significantly associated with worse survival after false discovery rate correction (individual prevalence: 1.0%-5.5%; combined prevalence: 15.10%); E1 gene position 1053 [HR for overall survival (HRos): 3.75, 95% CI 1.77-7.95; Pfdr = 0.0099]; L2 gene positions 4410 (HRos: 5.32, 95% CI 1.91-14.81; Pfdr = 0.0120), 4539 (HRos: 6.54, 95% CI 2.03-21.08; Pfdr = 0.0117); 5050 (HRos: 6.53, 95% CI 2.34-18.24; Pfdr = 0.0030), and 5254 (HRos: 7.76, 95% CI 2.41-24.98; Pfdr = 0.0030); and L1 gene positions 5962 (HRos: 4.40, 95% CI 1.88-10.31; Pfdr = 0.0110) and 6025 (HRos: 5.71, 95% CI 2.43-13.41; Pfdr = 0.0008) and position 7173 within the upstream regulatory region (HRos: 9.90, 95% CI 3.05-32.12; Pfdr = 0.0007). Median survival time for patients with ≥1 high-risk HPV16 SNPs was 3.96 years compared with 18.67 years for patients without a high-risk SNP; log-rank test P < 0.001. HPV16 SNPs significantly improved the predictive accuracy for overall survival above traditional factors (age, smoking, stage, treatment); increase in C-index was 0.069 (95% CI 0.019-0.119, P < 0.001); increase in area under the PPV curve for predicting 5-year survival was 0.068 (95% CI 0.015-0.111, P = 0.008). CONCLUSIONS HPV16 genetic variation is associated with HPV-OPC prognosis and can improve prognostic accuracy.
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Affiliation(s)
- K A Lang Kuhs
- Department of Epidemiology, College of Public Health, University of Kentucky, Lexington, USA; Department of Medicine, Vanderbilt University Medical Cancer, Nashville, USA.
| | - D L Faden
- Department of Otolaryngology, Massachusetts Eye and Ear, Massachusetts General Hospital, Harvard Medical School, Boston, USA; Broad Institute of MIT and Harvard, Cambridge, USA
| | - L Chen
- Division of Cancer Biostatistics, Department of Internal Medicine and Biostatistics and Bioinformatics Shared Resource Facility, Markey Cancer Center, University of Kentucky, Lexington, USA
| | - D K Smith
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, USA
| | - M Pinheiro
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, USA
| | - C B Wood
- Department of Otolaryngology - Head and Neck Surgery, Vanderbilt University Medical Center, Nashville, USA; Department of Otolaryngology - Head and Neck Surgery, University of Tennessee Health Science Center, Memphis, USA
| | - S Davis
- Department of Otolaryngology - Head and Neck Surgery, Vanderbilt University Medical Center, Nashville, USA
| | - M Yeager
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, USA; Cancer Genomics Research Laboratory, Leidos Biomedical Research, Inc., Frederick, USA
| | - J F Boland
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, USA; Cancer Genomics Research Laboratory, Leidos Biomedical Research, Inc., Frederick, USA
| | - M Cullen
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, USA; Cancer Genomics Research Laboratory, Leidos Biomedical Research, Inc., Frederick, USA
| | - M Steinberg
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, USA; Cancer Genomics Research Laboratory, Leidos Biomedical Research, Inc., Frederick, USA
| | - S Bass
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, USA; Cancer Genomics Research Laboratory, Leidos Biomedical Research, Inc., Frederick, USA
| | - X Wang
- Department of Pharmacology and Regenerative Medicine, The University of Illinois at Chicago, Chicago, USA
| | - P Liu
- Department of Radiation Oncology, Washington University School of Medicine, St. Louis, USA
| | - M Mehrad
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, USA
| | - T Tucker
- Department of Epidemiology, College of Public Health, University of Kentucky, Lexington, USA
| | - J S Lewis
- Department of Otolaryngology - Head and Neck Surgery, Vanderbilt University Medical Center, Nashville, USA; Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, USA
| | - R L Ferris
- University of Pittsburgh Medical Center Hillman Cancer Center, Pittsburgh, USA; Department of Otolaryngology-Head and Neck Surgery, University of Pittsburgh Medical Center, Pittsburgh, USA
| | - L Mirabello
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, USA
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9
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Almangush A, De Keukeleire S, Rottey S, Ferdinande L, Vermassen T, Leivo I, Mäkitie AA. Tumor-Infiltrating Lymphocytes in Head and Neck Cancer: Ready for Prime Time? Cancers (Basel) 2022; 14:1558. [PMID: 35326709 PMCID: PMC8946626 DOI: 10.3390/cancers14061558] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2021] [Revised: 03/11/2022] [Accepted: 03/14/2022] [Indexed: 12/13/2022] Open
Abstract
The evaluation of tumor-infiltrating lymphocytes (TILs) has received global attention as a promising prognostic cancer biomarker that can aid in clinical decision making. Proof of their significance was first shown in breast cancer, where TILs are now recommended in the classification of breast tumors. Emerging evidence indicates that the significance of TILs extends to other cancer types, including head and neck cancer. In the era of immunotherapy as a treatment choice for head and neck cancer, assessment of TILs and immune checkpoints is of high clinical relevance. The availability of the standardized method from the International Immuno-oncology Biomarker Working Group (IIBWG) is an important cornerstone toward standardized assessment. The aim of the current article is to summarize the accumulated evidence and to establish a clear premise for future research toward the implementation of TILs in the personalized management of head and neck squamous cell carcinoma patients.
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Affiliation(s)
- Alhadi Almangush
- Department of Pathology, University of Helsinki, 00014 Helsinki, Finland
- Research Program in Systems Oncology, Faculty of Medicine, University of Helsinki, 00014 Helsinki, Finland;
- Institute of Biomedicine, Pathology, University of Turku, 20520 Turku, Finland;
- Faculty of Dentistry, Misurata University, 2478 Misurata, Libya
| | - Stijn De Keukeleire
- Department of Medical Oncology, University Hospital Ghent, 9000 Ghent, Belgium; (S.D.K.); (S.R.); (T.V.)
- Department of Pathology, University Hospital Ghent, 9000 Ghent, Belgium;
| | - Sylvie Rottey
- Department of Medical Oncology, University Hospital Ghent, 9000 Ghent, Belgium; (S.D.K.); (S.R.); (T.V.)
| | | | - Tijl Vermassen
- Department of Medical Oncology, University Hospital Ghent, 9000 Ghent, Belgium; (S.D.K.); (S.R.); (T.V.)
| | - Ilmo Leivo
- Institute of Biomedicine, Pathology, University of Turku, 20520 Turku, Finland;
- Department of Pathology, Turku University Central Hospital, 20521 Turku, Finland
| | - Antti A. Mäkitie
- Research Program in Systems Oncology, Faculty of Medicine, University of Helsinki, 00014 Helsinki, Finland;
- Department of Otorhinolaryngology—Head and Neck Surgery, University of Helsinki and Helsinki University Hospital, HUS, 00029 Helsinki, Finland
- Division of Ear, Nose and Throat Diseases, Department of Clinical Sciences, Intervention and Technology, Karolinska Institute and Karolinska University Hospital, 17176 Stockholm, Sweden
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10
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Azarianpour S, Corredor G, Bera K, Leo P, Fu P, Toro P, Joehlin-Price A, Mokhtari M, Mahdi H, Madabhushi A. Computational image features of immune architecture is associated with clinical benefit and survival in gynecological cancers across treatment modalities. J Immunother Cancer 2022; 10:e003833. [PMID: 35115363 PMCID: PMC8814810 DOI: 10.1136/jitc-2021-003833] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/03/2022] [Indexed: 01/12/2023] Open
Abstract
BACKGROUND We present a computational approach (ArcTIL) for quantitative characterization of the architecture of tumor-infiltrating lymphocytes (TILs) and their interplay with cancer cells from digitized H&E-stained histology whole slide images and evaluate its prognostic role in three different gynecological cancer (GC) types and across three different treatment types (platinum, radiation and immunotherapy). METHODS In this retrospective study, we included 926 patients with GC diagnosed with ovarian cancer (OC), cervical cancer, and endometrial cancer with available digitized diagnostic histology slides and survival outcome information. ArcTIL features quantifying architecture and spatial interplay between immune cells and the rest of nucleated cells (mostly comprised cancer cells) were extracted from the cell cluster graphs of nuclei within the tumor epithelial nests, surrounding stroma and invasive tumor front compartments on H&E-stained slides. A Cox proportional hazards model, incorporating ArcTIL features was fit on the OC training cohort (N=51), yielding an ArcTIL signature. A unique threshold learned from the training set stratified the patients into a low and high-risk group. RESULTS The seven feature ArcTIL classifier was found to significantly correlate with overall survival in chemotherapy and radiotherapy-treated validation cohorts and progression-free survival in an immunotherapy-treated validation cohort. ArcTIL features relating to increased density of TILs in the epithelium and invasive tumor front were found to be associated with better survival outcomes when compared with those patients with an increased TIL density in the stroma. A statistically significant association was found between the ArcTIL signature and signaling pathways for blood vessel morphogenesis, vasculature development, regulation of cell differentiation, cell-substrate adhesion, biological adhesion, regulation of vasculature development, and angiogenesis. CONCLUSIONS This study reveals that computationally-derived features from the spatial architecture of TILs and tumor cells are prognostic in GCs treated with chemotherapy, radiotherapy, and checkpoint blockade and are closely associated with central biological processes that impact tumor progression. These findings could aid in identifying therapy-refractory patients and further enable personalized treatment decision-making.
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Affiliation(s)
- Sepideh Azarianpour
- Center for Computational Imaging and Personalized Diagnostics, Department of Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio, USA
| | - Germán Corredor
- Center for Computational Imaging and Personalized Diagnostics, Department of Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio, USA
- Louis Stokes Cleveland VA Medical Center, Cleveland, Ohio, USA
| | - Kaustav Bera
- Center for Computational Imaging and Personalized Diagnostics, Department of Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio, USA
| | - Patrick Leo
- Center for Computational Imaging and Personalized Diagnostics, Department of Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio, USA
| | - Pingfu Fu
- Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, Ohio, USA
| | - Paula Toro
- Department of Pathology, Cleveland Clinic, Cleveland, Ohio, USA
| | | | - Mojgan Mokhtari
- Center for Computational Imaging and Personalized Diagnostics, Department of Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio, USA
- School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran (the Islamic Republic of)
| | - Haider Mahdi
- Magee Women’s Hospital and Magee Women’s Research Institute, University of Pittsburgh Medical Center, Pittsburgh, Ohio, USA
| | - Anant Madabhushi
- Center for Computational Imaging and Personalized Diagnostics, Department of Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio, USA
- Louis Stokes Cleveland VA Medical Center, Cleveland, Ohio, USA
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11
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Tumour-infiltrating lymphocytes in oropharyngeal cancer: a validation study according to the criteria of the International Immuno-Oncology Biomarker Working Group. Br J Cancer 2022; 126:1589-1594. [PMID: 35043007 PMCID: PMC9130301 DOI: 10.1038/s41416-022-01708-7] [Citation(s) in RCA: 23] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2021] [Revised: 12/16/2021] [Accepted: 01/10/2022] [Indexed: 12/28/2022] Open
Abstract
Background The evaluation of immune response can aid in prediction of cancer behaviour. Here, we assessed the prognostic significance of tumour-infiltrating lymphocytes (TILs) in oropharyngeal squamous cell carcinoma (OPSCC). Methods A total of 182 patients treated for OPSCC were included in this study. Assessment of TILs was conducted on tumour sections stained with standard haematoxylin and eosin (HE) staining. We used the scoring criteria proposed by the International Immuno-Oncology Biomarker Working Group. Results The multivariable analysis showed that TILs associated with disease-specific survival with a hazard ratio (HR) of 2.13 (95% CI 1.14–3.96; P = 0.017). Similarly, TILs associated significantly with overall survival with HR of 1.87 (95% CI 1.11–3.13; P = 0.018). In a sub-analysis of HPV-positive and HPV-negative cases separately, TILs showed a significant prognostic value in both groups (P < 0.05). Conclusion The evaluation of TILs as proposed by the International Immuno-Oncology Biomarker Working Group is a simple and promising method in prediction of survival of OPSCC. It is easily applicable and after further validation can be implemented in the routine pathological report as a basic immune parameter.
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12
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Pilar A, O’Sullivan B, Huang SH. Risk Stratification of HPV-Associated Oropharyngeal Squamous Cell Carcinoma: Are All Tumors Created Equally? CURRENT OTORHINOLARYNGOLOGY REPORTS 2022. [DOI: 10.1007/s40136-021-00382-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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13
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Crane J, Shi Q, Xi Y, Lai J, Pham K, Wang H. Emerging Trends in the Pathological Research of Human Papillomavirus-positive Oropharyngeal Squamous Cell Carcinoma. JOURNAL OF CLINICAL AND TRANSLATIONAL PATHOLOGY 2022; 2:31-36. [PMID: 36275841 PMCID: PMC9585478 DOI: 10.14218/jctp.2022.00004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Oropharyngeal squamous cell carcinomas (OPSCCs) have shown an alarming rate of increase in incidence over the past several decades, markedly in men. In the United States, transcriptionally-active human papillomavirus (HPV), particularly HPV 16, has become the highest contributive agent of OPSCCs, affecting approximately 16,000 people a year. Compared to patients with HPV-negative OPSCCs, patients with HPV-positive OPSCCs exhibit better health responses to chemoradiotherapy and an overall increase in long-term survival. Despite promising treatment options, many OPSCCs are discovered at an advanced stage, and ~20% of cases will recur after definitive treatment. Therefore, extensive research is ongoing to identify new targets for precision treatment and to stratify tumor prognosis. The aim of this review is to capture the most updated research on HPV-positive OPSCCs, emphasizing their relevance as potential new targets for precision medicine and survival prognosis.
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Affiliation(s)
- Joshua Crane
- Department of Laboratory Medicine and Pathology, Yale University School of Medicine, New Haven, CT, USA
| | | | - Yibo Xi
- Department of Laboratory Medicine and Pathology, Yale University School of Medicine, New Haven, CT, USA
| | | | - Kien Pham
- Department of Laboratory Medicine and Pathology, Yale University School of Medicine, New Haven, CT, USA
| | - He Wang
- Department of Laboratory Medicine and Pathology, Yale University School of Medicine, New Haven, CT, USA
- Correspondence to: He Wang, Department of Laboratory Medicine and Pathology, Yale University School of Medicine, 310 Cedar Street, New Haven, CT 06510, USA. Tel: +1-203-214-2786, Fax: +1-203-214-2764,
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14
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Corredor G, Toro P, Koyuncu C, Lu C, Buzzy C, Bera K, Fu P, Mehrad M, Ely KA, Mokhtari M, Yang K, Chute D, Adelstein DJ, Thompson LDR, Bishop JA, Faraji F, Thorstad W, Castro P, Sandulache V, Koyfman SA, Lewis JS, Madabhushi A. An Imaging Biomarker of Tumor-Infiltrating Lymphocytes to Risk-Stratify Patients With HPV-Associated Oropharyngeal Cancer. J Natl Cancer Inst 2021; 114:609-617. [PMID: 34850048 PMCID: PMC9002277 DOI: 10.1093/jnci/djab215] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2021] [Revised: 08/03/2021] [Accepted: 11/19/2021] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND Human papillomavirus (HPV)-associated oropharyngeal squamous cell carcinoma (OPSCC) has excellent control rates compared to nonvirally associated OPSCC. Multiple trials are actively testing whether de-escalation of treatment intensity for these patients can maintain oncologic equipoise while reducing treatment-related toxicity. We have developed OP-TIL, a biomarker that characterizes the spatial interplay between tumor-infiltrating lymphocytes (TILs) and surrounding cells in histology images. Herein, we sought to test whether OP-TIL can segregate stage I HPV-associated OPSCC patients into low-risk and high-risk groups and aid in patient selection for de-escalation clinical trials. METHODS Association between OP-TIL and patient outcome was explored on whole slide hematoxylin and eosin images from 439 stage I HPV-associated OPSCC patients across 6 institutional cohorts. One institutional cohort (n = 94) was used to identify the most prognostic features and train a Cox regression model to predict risk of recurrence and death. Survival analysis was used to validate the algorithm as a biomarker of recurrence or death in the remaining 5 cohorts (n = 345). All statistical tests were 2-sided. RESULTS OP-TIL separated stage I HPV-associated OPSCC patients with 30 or less pack-year smoking history into low-risk (2-year disease-free survival [DFS] = 94.2%; 5-year DFS = 88.4%) and high-risk (2-year DFS = 82.5%; 5-year DFS = 74.2%) groups (hazard ratio = 2.56, 95% confidence interval = 1.52 to 4.32; P < .001), even after adjusting for age, smoking status, T and N classification, and treatment modality on multivariate analysis for DFS (hazard ratio = 2.27, 95% confidence interval = 1.32 to 3.94; P = .003). CONCLUSIONS OP-TIL can identify stage I HPV-associated OPSCC patients likely to be poor candidates for treatment de-escalation. Following validation on previously completed multi-institutional clinical trials, OP-TIL has the potential to be a biomarker, beyond clinical stage and HPV status, that can be used clinically to optimize patient selection for de-escalation.
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Affiliation(s)
- Germán Corredor
- Department of Biomedical Engineering, Center of Computational Imaging and Personalized Diagnostics, Case Western Reserve University, Cleveland, OH, USA,Louis Stokes Cleveland VA Medical Center, Cleveland, OH, USA
| | - Paula Toro
- Department of Biomedical Engineering, Center of Computational Imaging and Personalized Diagnostics, Case Western Reserve University, Cleveland, OH, USA
| | - Can Koyuncu
- Department of Biomedical Engineering, Center of Computational Imaging and Personalized Diagnostics, Case Western Reserve University, Cleveland, OH, USA
| | - Cheng Lu
- Department of Biomedical Engineering, Center of Computational Imaging and Personalized Diagnostics, Case Western Reserve University, Cleveland, OH, USA
| | - Christina Buzzy
- Department of Biomedical Engineering, Center of Computational Imaging and Personalized Diagnostics, Case Western Reserve University, Cleveland, OH, USA
| | - Kaustav Bera
- Department of Biomedical Engineering, Center of Computational Imaging and Personalized Diagnostics, Case Western Reserve University, Cleveland, OH, USA
| | - Pingfu Fu
- Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, OH, USA
| | - Mitra Mehrad
- Department of Pathology, Microbiology and Immunology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Kim A Ely
- Department of Pathology, Microbiology and Immunology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Mojgan Mokhtari
- Department of Biomedical Engineering, Center of Computational Imaging and Personalized Diagnostics, Case Western Reserve University, Cleveland, OH, USA
| | - Kailin Yang
- Department of Radiation Oncology, Cleveland Clinic, Cleveland, OH, USA
| | - Deborah Chute
- Department of Anatomic Pathology, Cleveland Clinic, Cleveland, OH, USA
| | - David J Adelstein
- Department of Medicine, School of Medicine, Case Western Reserve University, Cleveland, OH, USA
| | - Lester D R Thompson
- Department of Pathology, Southern California Permanente Medical Group, Woodland Hills, CA, USA
| | - Justin A Bishop
- Department of Pathology, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Farhoud Faraji
- Division of Otolaryngology-Head and Neck Surgery, Department of Surgery, UC San Diego Health, La Jolla, CA, USA
| | - Wade Thorstad
- Department of Radiation Oncology, Washington University in St. Louis, St. Louis, MS, USA
| | - Patricia Castro
- Department of Pathology and Immunology, Baylor College of Medicine, Houston, TX, USA
| | - Vlad Sandulache
- Department of Otolaryngology-Head and Neck Surgery, Baylor College of Medicine, Houston, TX, USA,ENT Section, Operative Care Line, Michael E. DeBakey Veterans Affairs Medical Center, Houston, TX, USA,Center for Translational Research on Inflammatory Disease (CTRID), Michael E. DeBakey Veterans Affairs Medical Center, Houston, TX, USA
| | - Shlomo A Koyfman
- Department of Radiation Oncology, Cleveland Clinic, Cleveland, OH, USA
| | - James S Lewis
- Department of Pathology, Microbiology and Immunology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Anant Madabhushi
- Correspondence to: Anant Madabhushi, PhD, Center of Computational Imaging and Personalized Diagnostics, Case Western Reserve University, 2071 Martin Luther King Drive, Cleveland, OH 44106-7207, USA (e-mail: )
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15
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Botticelli A, Cirillo A, Strigari L, Valentini F, Cerbelli B, Scagnoli S, Cerbelli E, Zizzari IG, Rocca CD, D’Amati G, Polimeni A, Nuti M, Merlano MC, Mezi S, Marchetti P. Anti-PD-1 and Anti-PD-L1 in Head and Neck Cancer: A Network Meta-Analysis. Front Immunol 2021; 12:705096. [PMID: 34434192 PMCID: PMC8380817 DOI: 10.3389/fimmu.2021.705096] [Citation(s) in RCA: 51] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2021] [Accepted: 07/12/2021] [Indexed: 12/21/2022] Open
Abstract
Objective The monoclonal antibodies anti-programmed death protein-1 (anti-PD-1) nivolumab and pembrolizumab are the first immune checkpoint inhibitors (ICIs) approved for treatment of recurrent/metastatic head and neck carcinoma R/M HNSCC in first line and in platinum refractory disease. This network meta-analysis aims to investigate the efficacy of anti-PD-1- vs anti-PD-L1-based therapy in R/M HNSCC cancer patients through a systematic review of the literature to provide support for evidence-based treatment decisions. In particular, the effectiveness of ICIs for R/M HNSCC is analyzed according to the different mechanisms of action of the check-points inhibitory drugs in different subgroups of patients. Methods We did a systematic literature review and network meta-analysis (NMA) of randomized controlled trials (RCTs) in PubMed, ClinicalTrials.gov, Embase, Medline, the Cochrane Central Register of Controlled Trials, Web of Science. Our search identified a total of five randomized controlled trials: Keynote 040, Keynote 048, Eagle, Condor, Checkmate 141. These trials included 3001 patients. Treatment was sub-categorized into PD-L1-based, PD-1-based, and standard chemotherapy. Treatments were indirectly compared with anti-PD-L1-based therapy. Results The network meta-analysis demonstrated no significant differences in OS between different subgroups except for the metastatic patients in which anti-PD-1-based therapy was associated with significantly less risk of death. Furthermore, anti-PD-1-based therapy appeared to be effective in smoker patients and in human papilloma-negative (HPV) patients. Conversely, anti-PD-L1-based therapy seems to be better efficient in female patients, in locally recurrent setting and in HPV positive patients. Conclusion This is the first NMA study that aimed to indirectly compare anti-PD-1- and anti-PD-L1-based therapy in HNSCC patients. The results of our NMA could help define a profile of patient responder or resistant to specific classes of immune drugs and can be used to guide/design future studies in the novel scenario of precision immune-oncology.
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Affiliation(s)
- Andrea Botticelli
- Department of Clinical and Molecular Oncology, “Sapienza” University of Rome, Rome, Italy
| | - Alessio Cirillo
- Department of Radiological, Oncological, and Anatomo-Pathological Science “Sapienza”, University of Rome, Rome, Italy
| | - Lidia Strigari
- Medical Physics Unit, “S. Orsola-Malpighi” Hospital, Bologna, Italy
| | - Filippo Valentini
- Department of Radiological, Oncological, and Anatomo-Pathological Science “Sapienza”, University of Rome, Rome, Italy
| | - Bruna Cerbelli
- Department of Radiological, Oncological, and Anatomo-Pathological Science “Sapienza”, University of Rome, Rome, Italy
| | - Simone Scagnoli
- Department of Radiological, Oncological, and Anatomo-Pathological Science “Sapienza”, University of Rome, Rome, Italy
| | - Edoardo Cerbelli
- Department of Radiological, Oncological, and Anatomo-Pathological Science “Sapienza”, University of Rome, Rome, Italy
| | | | - Carlo Della Rocca
- Department of Medico-Surgical Sciences and Biotechnology, Polo Pontino, Sapienza University, Roma, Italy
| | - Giulia D’Amati
- Department of Radiological, Oncological, and Anatomo-Pathological Science “Sapienza”, University of Rome, Rome, Italy
| | - Antonella Polimeni
- Odontostomatological and Maxillo-Facial Science, ‘Sapienza’ University of Rome, Rome, Italy
| | - Marianna Nuti
- Department of Experimental Medicine, University Sapienza, Rome, Italy
| | - Marco Carlo Merlano
- Medical Oncology, Candiolo Cancer Institute, FPO-IRCCS, Candiolo (Turin), Italy
| | - Silvia Mezi
- Department of Radiological, Oncological, and Anatomo-Pathological Science “Sapienza”, University of Rome, Rome, Italy
| | - Paolo Marchetti
- Department of Clinical and Molecular Oncology, “Sapienza” University of Rome, Rome, Italy
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16
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Lin B, Wang S, Yao Y, Shen Y, Yang H. Comprehensive co-expression analysis reveals TMC8 as a prognostic immune-associated gene in head and neck squamous cancer. Oncol Lett 2021; 22:498. [PMID: 33981360 PMCID: PMC8108259 DOI: 10.3892/ol.2021.12759] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2020] [Accepted: 02/17/2021] [Indexed: 12/13/2022] Open
Abstract
The occurrence and prognosis of head and neck squamous cell cancer (HNSC) is closely associated with human papillomavirus (HPV) infection. Transmembrane channel-like 8 (TMC8) is a key gene affecting the susceptibility of HPV and that plays an important role in T cell regulation. However, the mechanism by which TMC8 affects T cells and whether it further affects the prognosis of patients with HNSC remains unclear. In the present study, oral cancer cell lines and independent tumor specimens were used to detect TMC8 expression in HNSC. Differential expression of TMC8, methylation status, function and associated signaling pathways were further analyzed. Then, multiple databases were cross-analyzed for the relationship of TMC8 with immune cell infiltration and its impact on the prognosis of numerous types of cancer. The results showed that TMC8 was upregulated in HNSC and high expression was predictive of an improved prognosis. Furthermore, TMC8 was concentrated in multiple immune-associated signaling pathways and the expression of TMC8 was associated with the infiltration of CD4+ T cells and their subsets, including CD8+ T cells, B cells and macrophages, suggesting that TMC8 may play an anti-HPV role by regulating CD4+ T cells. Thus, TMC8 plays an anti-HPV role by regulating the infiltration level of CD4+ T cells, and could therefore be used as a potential prognostic marker for patients with HNSC.
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Affiliation(s)
- Bo Lin
- Department of Oral and Maxillofacial Surgery, Stomatological Center, Peking University Shenzhen Hospital, Shenzhen, Guangdong 518036, P.R. China
- Department of Oral and Maxillofacial Surgery, Guangdong Provincial High-Level Clinical Key Specialty, Shenzhen, Guangdong 518036, P.R. China
- Department of Oral and Maxillofacial Surgery, Guangdong Province Engineering Research Center of Oral Disease Diagnosis and Treatment, Shenzhen, Guangdong 518036, P.R. China
| | - Shunji Wang
- Department of Oral and Maxillofacial Surgery, Stomatological Center, Peking University Shenzhen Hospital, Shenzhen, Guangdong 518036, P.R. China
- Department of Oral and Maxillofacial Surgery, Guangdong Provincial High-Level Clinical Key Specialty, Shenzhen, Guangdong 518036, P.R. China
- Department of Oral and Maxillofacial Surgery, Guangdong Province Engineering Research Center of Oral Disease Diagnosis and Treatment, Shenzhen, Guangdong 518036, P.R. China
| | - Youdan Yao
- Department of Oral and Maxillofacial Surgery, Stomatological Center, Peking University Shenzhen Hospital, Shenzhen, Guangdong 518036, P.R. China
- Department of Oral and Maxillofacial Surgery, Guangdong Provincial High-Level Clinical Key Specialty, Shenzhen, Guangdong 518036, P.R. China
- Department of Oral and Maxillofacial Surgery, Guangdong Province Engineering Research Center of Oral Disease Diagnosis and Treatment, Shenzhen, Guangdong 518036, P.R. China
| | - Yuehong Shen
- Department of Oral and Maxillofacial Surgery, Stomatological Center, Peking University Shenzhen Hospital, Shenzhen, Guangdong 518036, P.R. China
- Department of Oral and Maxillofacial Surgery, Guangdong Provincial High-Level Clinical Key Specialty, Shenzhen, Guangdong 518036, P.R. China
- Department of Oral and Maxillofacial Surgery, Guangdong Province Engineering Research Center of Oral Disease Diagnosis and Treatment, Shenzhen, Guangdong 518036, P.R. China
| | - Hongyu Yang
- Department of Oral and Maxillofacial Surgery, Stomatological Center, Peking University Shenzhen Hospital, Shenzhen, Guangdong 518036, P.R. China
- Department of Oral and Maxillofacial Surgery, Guangdong Provincial High-Level Clinical Key Specialty, Shenzhen, Guangdong 518036, P.R. China
- Department of Oral and Maxillofacial Surgery, Guangdong Province Engineering Research Center of Oral Disease Diagnosis and Treatment, Shenzhen, Guangdong 518036, P.R. China
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17
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Ryan WR, Xu MJ, Ochoa E, Plonowska-Hirschfeld KA, Zebolsky AL, Ha PK, Bewley AF, Mallen-St Clair J, Joshi AS, Coffey CS, Faraji F, MacDonald BV, Houlton JJ, Gobillot TA, Curry JM, Philips R, Hackman TG, Richmon JD, Holcomb AJ, Coughlin AM, Panwar A, Smith RB, Herberg ME, Fakhry C, Cognetti DM. Oncologic outcomes of human papillomavirus-associated oropharynx carcinoma treated with surgery alone: A 12-institution study of 344 patients. Cancer 2021; 127:3092-3106. [PMID: 33957701 DOI: 10.1002/cncr.33611] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2020] [Revised: 02/11/2021] [Accepted: 02/19/2021] [Indexed: 12/13/2022]
Abstract
BACKGROUND The oncologic outcomes of surgery alone for patients with American Joint Committee on Cancer 7th edition (AJCC 7th) pN2a and pN2b human papillomavirus-associated oropharynx squamous cell carcinoma (HPV+OPSCC) are not clear. METHODS The authors performed a 12-institution retrospective study of 344 consecutive patients with HPV+OPSCC (AJCC 7th pT0-3 N3 M0) treated with surgery alone with 6 months or more of follow-up using univariate and multivariate analyses. RESULTS The 2-year outcomes for the entire cohort were 91% (182 of 200) disease-free survival (DFS), 100% (200 of 200) disease-specific survival (DSS), and 98% (200 of 204) overall survival (OS). The 18 recurrences within 2 years were 88.9% (16 of 18) local and/or regional recurrences and 11.1% (2 of 18) distant metastases. Recurrences were not significantly associated with smoking, pT stage, or pN stage. The 16 patients with locoregional recurrences within 2 years all underwent successful salvage treatments (median follow-up after salvage: 13.1 months), 43.8% (7 of 16) of whom underwent salvage surgery alone for a 2-year overall salvage radiation need of 4.5% (9 of 200). The 2-year outcomes for the 59 evaluable patients among the 109 AJCC 7th pT0-2 N2a-N2b patients with 1 to 3 pathologic lymph nodes (LNs) were as follows: local recurrence, 3.4% (2 of 59); regional recurrence, 8.4% (5 of 59); distant metastases, 0%; DFS, 88.1% (52 of 59); DSS, 100% (59 of 59); OS, 96.7% (59 of 61); and salvage radiation, 5.1% (3 of 59). CONCLUSIONS With careful selection, surgery alone for AJCC 7th pT0-T2N0-N2b HPV+OPSCC with zero to 3 pathologic LNs without perineural invasion, extranodal extension, or positive margins results in high DFS, DSS, OS, and salvage treatment success. Because of the short-term follow-up, these data support further investigation of treatment de-escalation in this population.
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Affiliation(s)
- William R Ryan
- Division of Head and Neck Oncologic Surgery, Department of Otolaryngology-Head and Neck Surgery, University of California San Francisco, San Francisco, California
| | - Mary J Xu
- Department of Otolaryngology-Head and Neck Surgery, University of California San Francisco, San Francisco, California
| | - Edgar Ochoa
- School of Medicine, University of California San Francisco, San Francisco, California
| | | | - Aaron L Zebolsky
- Homer Stryker MD School of Medicine, Western Michigan University, Kalamazoo, Michigan
| | - Patrick K Ha
- Division of Head and Neck Oncologic Surgery, Department of Otolaryngology-Head and Neck Surgery, University of California San Francisco, San Francisco, California
| | - Arnaud F Bewley
- Department of Otolaryngology-Head and Neck Surgery, University of California Davis Medical Center, Sacramento, California
| | | | - Arjun S Joshi
- Division of Head and Neck Oncologic Surgery, Department of Surgery, George Washington University School of Medicine, Washington, DC
| | - Charles S Coffey
- Division of Otolaryngology/Head and Neck Surgery, Department of Surgery, University of California San Diego, La Jolla, California
| | - Farhoud Faraji
- Division of Otolaryngology/Head and Neck Surgery, Department of Surgery, University of California San Diego, La Jolla, California
| | - Bridget V MacDonald
- School of Medicine, University of California San Diego, La Jolla, California
| | - Jeffrey J Houlton
- Department of Otolaryngology-Head and Neck Surgery, University of Washington Medical Center, Seattle, Washington
| | - Theodore A Gobillot
- School of Medicine, University of Washington Medical Center, Seattle, Washington
| | - Joseph M Curry
- Department of Otolaryngology-Head and Neck Surgery, Thomas Jefferson University Hospital, Philadelphia, Pennsylvania
| | - Ramez Philips
- Department of Otolaryngology-Head and Neck Surgery, Thomas Jefferson University Hospital, Philadelphia, Pennsylvania
| | - Trevor G Hackman
- Department of Otolaryngology/Head and Neck Surgery, University of North Carolina, Chapel Hill, North Carolina
| | - Jeremy D Richmon
- Department of Otolaryngology-Head and Neck Surgery, Massachusetts Eye and Ear, Boston, Massachusetts
| | - Andrew J Holcomb
- Department of Otolaryngology-Head and Neck Surgery, Massachusetts Eye and Ear, Boston, Massachusetts.,Head and Neck Surgical Oncology, Nebraska Methodist Health System, Omaha, Nebraska
| | - Andrew M Coughlin
- Head and Neck Surgical Oncology, Nebraska Methodist Health System, Omaha, Nebraska
| | - Aru Panwar
- Head and Neck Surgical Oncology, Nebraska Methodist Health System, Omaha, Nebraska
| | - Russell B Smith
- Section of Head and Neck Surgical Oncology, Baptist MD Anderson Cancer Physicians, Baptist Medical Center, Jacksonville, Florida
| | - Matthew E Herberg
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins University, Baltimore, Maryland
| | - Carole Fakhry
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins University, Baltimore, Maryland
| | - David M Cognetti
- Department of Otolaryngology-Head and Neck Surgery, Thomas Jefferson University Hospital, Philadelphia, Pennsylvania
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18
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Kreinbrink PJ, Li J, Parajuli S, Wise-Draper TM, Choi DL, Tang AL, Takiar V. Pre-treatment absolute lymphocyte count predicts for improved survival in human papillomavirus (HPV)-driven oropharyngeal squamous cell carcinoma. Oral Oncol 2021; 116:105245. [PMID: 33901866 DOI: 10.1016/j.oraloncology.2021.105245] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2020] [Revised: 01/15/2021] [Accepted: 02/20/2021] [Indexed: 10/21/2022]
Abstract
BACKGROUND The prognostic value of pretreatment complete blood count (CBC) data, including absolute lymphocyte count (ALC) and the neutrophil-to-lymphocyte ratio (NLR), has been reported for many diseases with decreased ALC and increased absolute neutrophil count (ANC) and NLR values correlating with worse outcomes. There is minimal data relating these hematologic parameters to oropharyngeal squamous cell carcinoma (OPSCC) prognosis. This study evaluates the prognostic value of pretreatment CBC data in OPSCC on overall survival (OS) and progression-free survival (PFS) in relation to HPV status. METHODS A single-institutional retrospective review of patients with pretreatment hematologic data who received radiation for OPSCC was performed. Univariate and multivariate (UVA/MVA) Cox proportional hazard regression analyses were performed to identify prognostic variables. Translational studies related outcomes to the degree of tumor-infiltrating lymphocytes (TILs) in histologic specimens. RESULTS From 2007 to 2018, 201 patients were treated for OPSCC. Median follow-up was 40 months. 3-year OS was 86.2% in the HPV-positive cohort, 46.3% for HPV-negative. Median NLR was 3.04. NLR ≥ 3 was associated with worse PFS (HR 1.67, p = 0.044. In the subset of 158 HPV + patients, MVA revealed increasing ALC to be associated with improved OS (HR 0.53; p = 0.040) and PFS (HR = 0.48; p = 0.0075). On UVA, high-TIL infiltration at diagnosis was associated with improved OS. CONCLUSION In a cohort of HPV + OPSCC patients, increasing ALC is associated with improved OS and PFS. Our study is the first to identify pre-treatment ALC as an independent prognostic factor in HPV-associated OPSCC.
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Affiliation(s)
- P J Kreinbrink
- University of Cincinnati, Department of Radiation Oncology, Cincinnati, OH, United States
| | - J Li
- The Ohio State University, College of Pharmacy, Columbus, OH, United States
| | - S Parajuli
- University of Cincinnati, Department of Pathology, Cincinnati, OH, United States
| | - T M Wise-Draper
- University of Cincinnati, Department of Internal Medicine, Cincinnati, OH, United States
| | - D L Choi
- McMaster University, Department of Surgery, Division of Otolaryngology, United States
| | - A L Tang
- University of Cincinnati, Department of Otolaryngology, Cincinnati, OH, United States
| | - V Takiar
- University of Cincinnati, Department of Radiation Oncology, Cincinnati, OH, United States; Cincinnati VA Medical Center, Cincinnati, OH, United States.
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19
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Lin B, Li H, Zhang T, Ye X, Yang H, Shen Y. Comprehensive analysis of macrophage-related multigene signature in the tumor microenvironment of head and neck squamous cancer. Aging (Albany NY) 2021; 13:5718-5747. [PMID: 33592580 PMCID: PMC7950226 DOI: 10.18632/aging.202499] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2020] [Accepted: 12/16/2020] [Indexed: 04/13/2023]
Abstract
Macrophages are among the most abundant cells of the tumor microenvironment in head and neck squamous cancer (HNSC). Although the marker gene sets of macrophages have been found, the mechanism by which they affect macrophages and whether they further predict the clinical outcome is unclear. In this study, a univariate COX analysis and a random forest algorithm were used to construct a prognostic model. Differential expression of the key gene, methylation status, function, and signaling pathways were further analyzed. We cross-analyzed multiple databases to detect the relationship between the most critical gene and the infiltration of multiple immune cells, as well as its impact on the prognosis of pan-cancer. FANCE is recognized as hub gene by different algorithms. It was overexpressed in HNSC, and high expression was predictive of better prognosis. It might promote apoptosis through the Wnt/β-catenin pathway. The expression of FANCE is inversely proportional to the infiltration of CD4 + T cells and their subsets, tumor-associated macrophages (TAMs), M2 macrophages, but positively co-expressed with M1 macrophages. In summary, FANCE was identified as the hub gene from the macrophage marker gene set, and it may improve the prognosis of HNSC patients by inhibiting lymphocytes and tumor-associated macrophages infiltration.
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Affiliation(s)
- Bo Lin
- Stomatological Center, Peking University Shenzhen Hospital, Shenzhen, Guangdong, China
- Guangdong Provincial High-level Clinical Key Specialty, Shenzhen, Guangdong, China
- Guangdong Province Engineering Research Center of Oral Disease Diagnosis and Treatment, Shenzhen, Guangdong, China
| | - Hao Li
- Department of Pathology, Peking University Shenzhen Hospital, Shenzhen, Guangdong, China
| | - Tianwen Zhang
- Stomatological Center, Peking University Shenzhen Hospital, Shenzhen, Guangdong, China
- Guangdong Provincial High-level Clinical Key Specialty, Shenzhen, Guangdong, China
| | - Xin Ye
- Guangdong Provincial High-level Clinical Key Specialty, Shenzhen, Guangdong, China
| | - Hongyu Yang
- Stomatological Center, Peking University Shenzhen Hospital, Shenzhen, Guangdong, China
- Guangdong Provincial High-level Clinical Key Specialty, Shenzhen, Guangdong, China
- Guangdong Province Engineering Research Center of Oral Disease Diagnosis and Treatment, Shenzhen, Guangdong, China
| | - Yuehong Shen
- Stomatological Center, Peking University Shenzhen Hospital, Shenzhen, Guangdong, China
- Guangdong Provincial High-level Clinical Key Specialty, Shenzhen, Guangdong, China
- Guangdong Province Engineering Research Center of Oral Disease Diagnosis and Treatment, Shenzhen, Guangdong, China
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20
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Xu W, Jiang X, Guan C, Gu M. The prognostic and predictive value of tumor infiltrating Macrophage and Neutrophil in patient with clear cell renal cell carcinoma: Tumor infiltrating lymphocytes in renal cell carcinoma. Medicine (Baltimore) 2020; 99:e23181. [PMID: 33181696 PMCID: PMC7668475 DOI: 10.1097/md.0000000000023181] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
Renal cell carcinoma (RCC) is the leading cancer affecting humans; however, the relationship between tumour-infiltrating lymphocytes (TILs) and patient prognosis in RCC is relatively unreported. This study aimed to investigate the relationships among factors (TIL, clinicopathological characteristics, and patient prognosis in RCC).This retrospective study evaluated 533 patients with clear cell renal cell carcinoma (ccRCC) deposited in the the Cancer Genome Atlas between 2004 and 2015. We downloaded immune cell type absolute fraction data for ccRCC patients from the Cancer Immunome Atlas database. The CIBERSORT method was used to transform RNA-sequencing data into microarray data for the cancer genome atlas -ccRCC samples for which microarray and RNA-sequencing data were available on the the Cancer Immunome Atlas website.The overall survival (OS) and disease free survival (DFS) analyses of ccRCC patients showed that M1 macrophages (OS, P = .00000134; DFS, P = .00958) and neutrophils (OS, P = .00000723; DFS, P = .0255) were significant. Age at diagnosis (P < .0001, c-index = 0.59), tumour stage (P < .0001, c-index = 0.667), stage (P < .0001, c-index = 0.729), neoplasm histological grade (P < .0001, c-index = 0.624), and haemoglobin level (P < .0001, c-index = 0.583) were independent predictors of OS. Similarly, the stage, haemoglobin level, and serum calcium level were independent predictors of DFS. There were significant correlations between the M1 macrophage fraction and tumour stage, stage, and neoplasm histological grade. Stage and neoplasm histological grade showed associations with the neutrophil fraction.The correlations between TILs and prognosis and clinicopathological characteristics in ccRCC were demonstrated. The prognosis of ccRCC patients may differ according to the TIL fractions.
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21
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Butala AA, Jain V, Reddy VK, Sebro RA, Song Y, Karakousis G, Mitchell TC, Lukens JN, Shabason JE. Impact of Tumor-Infiltrating Lymphocytes on Overall Survival in Merkel Cell Carcinoma. Oncologist 2020; 26:63-69. [PMID: 32886418 DOI: 10.1634/theoncologist.2020-0070] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2020] [Accepted: 08/06/2020] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND Merkel cell carcinoma (MCC) is a rare and aggressive neuroendocrine carcinoma of the skin. As the clinical course can be variable, prognostic markers are needed to better stratify patients. Prior literature, composed of small series with limited sample size, has demonstrated that tumor-infiltrating lymphocytes (TILs) are an important prognostic marker in MCC. To validate these findings on a population level, we sought to analyze and report the prognostic value of TILs in a large national data set. MATERIALS AND METHODS A retrospective observational cohort study was conducted of patients with nonmetastatic MCC from 2010 to 2015 using the National Cancer Database. Individual variables trending toward significance using a univariable analysis were included in a multivariable Cox proportional hazards model to assess their independent effect on overall survival (OS). TILs were subclassified into none, nonbrisk, and brisk and the survival analysis was performed. Propensity score-weighted multivariable analysis (PS MVA) was performed to adjust for additional confounding. RESULTS A total of 2,182 patients met inclusion criteria: 611 (28.0%) were identified as having TILs present, and 1,571 (72.0%) had TILs absent in the tumor. On MVA, subdivision of TIL status into nonbrisk (hazard ratio [HR], 0.750; 95% confidence interval [CI], 0.602-0.933) and brisk (HR, 0.499; 95% CI, 0.338-0.735) was associated with incrementally improved OS compared with no TILs. The association of nonbrisk and brisk TILs with improved OS was retained on PS MVA (Nonbrisk: HR, 0.720; 95% CI, 0.550-0.944; Brisk: HR, 0.483; 95% CI, 0.286-0.814). CONCLUSION The presence of nonbrisk and brisk TILs is associated with incrementally improved OS in patients with nonmetastatic MCC in a large national data set. This pathologic feature can aid with risk stratification, estimation of prognosis, and, importantly, decision-making with respect to treatment intensification in high-risk patients. IMPLICATIONS FOR PRACTICE Merkel cell carcinoma (MCC) is an aggressive neuroendocrine cutaneous malignancy with variable clinical course. Prognostic markers are needed to better risk stratify patients. We present the largest retrospective observational cohort study of patients with nonmetastatic MCC using the National Cancer Database. Our analysis demonstrates an association between increasing degrees of tumor-infiltrating lymphocytes and incrementally improved survival. These conclusions improve pathologic risk stratification, and decision-making with respect to treatment intensification. Intensification may include adjuvant radiation therapy to the primary site after wide excision despite small tumor size, to the nodal basin in sentinel lymph node-negative patients, or offering closer follow-up.
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Affiliation(s)
- Anish A Butala
- Department of Radiation Oncology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Varsha Jain
- Department of Radiation Oncology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Vishruth K Reddy
- Department of Radiation Oncology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Ronnie A Sebro
- Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Yun Song
- Department of Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Giorgos Karakousis
- Department of Surgical Oncology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Tara C Mitchell
- Department of Medical Oncology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - J Nicholas Lukens
- Department of Radiation Oncology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Jacob E Shabason
- Department of Radiation Oncology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
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22
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Van Abel KM, Routman DM, Moore EJ, Ma DJ, Yin LX, Fields PA, Schofield M, Bartemes KR, Chatzopoulos K, Price DL, Janus JR, Kasperbauer JL, Price KA, Chintakuntlawar AV, Neben-Wittich MA, Foote RL, Garcia JJ. T cell fraction impacts oncologic outcomes in human papillomavirus associated oropharyngeal squamous cell carcinoma. Oral Oncol 2020; 111:104894. [PMID: 32712575 DOI: 10.1016/j.oraloncology.2020.104894] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2020] [Revised: 06/22/2020] [Accepted: 07/01/2020] [Indexed: 12/16/2022]
Abstract
BACKGROUND We investigated T cell clonality (TCC) and T cell fraction (TCF) in human papilloma virus associated oropharyngeal squamous cell carcinoma (HPV(+)OPSCC) progressors [cases] vs. non-progressors [controls]. METHODS This nested case-control study included patients undergoing intent-to-cure surgery ± adjuvant therapy from 6/1/2007-10/3/2016. Patients experiencing local/regional/distant disease (progressors), and a consecutive sample of non-progressors were matched (2 controls: 1 case) on tumor subsite, T-stage and number of metastatic lymph nodes. We performed imunosequencing of the CDR3 regions of human TCRβ chains. RESULTS 34 progressors and 65 non-progressors were included. There was no statistically significant difference in baseline TCF (range: 0.039-1.084) and TCC (range: 0.007-0.240) (p > 0.05). Female sex was associated with higher TCF (p = 0.03), while extranodal extension (ENE) was associated with lower TCF (p = 0.01). There was a positive correlation between tumor size and clonality (R = 0.34, p < 0.01). The strongest predictor of progression-free survival (PFS) was TCF (HR 0.80, 95%CI 0.66-0.96, p = 0.02). The strongest predictors of cancer specific survival (CSS) were TCF (HR0.69, 95%CI 0.47-1.00, p < 0.05) and Adult Comorbidity Evaluation-27 (ACE-27) score (p < 0.05). Similarly, the strongest predictors of overall survival (OS) were TCF (HR 0.62, 95%CI 0.43-0.91, p = 0.01) and ACE-27 score (p = 0.03). On multivariable modeling, TCF ≥ 0.4 was independently associated with PFS (HR 0.34, 95%CI 0.14-0.85, p = 0.02) while an ACE-27 score of ≥ 2 independently predicted CSS (HR 3.85, 95%CI 1.07-13.85, p = 0.04) and OS (HR 3.51, 95%CI 1.10-11.20, p = 0.03). CONCLUSIONS In patients with HPV(+)OPSCC, TCF was higher in female patients and those without ENE, suggesting differential immune responses. Lower TCF was significantly and independently associated with disease progression. Better ACE-27 scores appear to predict improved oncologic control.
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Affiliation(s)
- Kathryn M Van Abel
- Department of Otolaryngology-Head and Neck Surgery, Mayo Clinic, Rochester, MN 55905, USA.
| | - David M Routman
- Department of Radiation Oncology, Mayo Clinic, Rochester, MN 55905, USA
| | - Eric J Moore
- Department of Otolaryngology-Head and Neck Surgery, Mayo Clinic, Rochester, MN 55905, USA
| | - Daniel J Ma
- Department of Radiation Oncology, Mayo Clinic, Rochester, MN 55905, USA
| | - Linda X Yin
- Department of Otolaryngology-Head and Neck Surgery, Mayo Clinic, Rochester, MN 55905, USA
| | - Paul A Fields
- Adaptive Biotechnologies, Seattle, WA 98102, USA; Department of Pathology and Clinical Medicine, Mayo Clinic, Rochester, MN 55905, USA
| | - Matt Schofield
- Adaptive Biotechnologies, Seattle, WA 98102, USA; Department of Pathology and Clinical Medicine, Mayo Clinic, Rochester, MN 55905, USA
| | - Kathleen R Bartemes
- Department of Otolaryngology-Head and Neck Surgery, Mayo Clinic, Rochester, MN 55905, USA
| | - Kyriakos Chatzopoulos
- Department of Pathology and Laboratory Medicine, Mayo Clinic, Rochester, MN 55905, USA
| | - Daniel L Price
- Department of Otolaryngology-Head and Neck Surgery, Mayo Clinic, Rochester, MN 55905, USA
| | - Jeffrey R Janus
- Department of Otolaryngology-Head and Neck Surgery, Mayo Clinic, Rochester, MN 55905, USA
| | - Jan L Kasperbauer
- Department of Otolaryngology-Head and Neck Surgery, Mayo Clinic, Rochester, MN 55905, USA
| | - Katharine A Price
- Department of Medical Oncology, Mayo Clinic, Rochester, MN 55905, USA
| | | | | | - Robert L Foote
- Department of Radiation Oncology, Mayo Clinic, Rochester, MN 55905, USA
| | - Joaquin J Garcia
- Department of Pathology and Laboratory Medicine, Mayo Clinic, Rochester, MN 55905, USA
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23
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Almangush A, Leivo I, Mäkitie AA. Overall assessment of tumor-infiltrating lymphocytes in head and neck squamous cell carcinoma: time to take notice. Acta Otolaryngol 2020; 140:246-248. [PMID: 32022615 DOI: 10.1080/00016489.2020.1720284] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
Background: The immune response has an important role in cancer progression. At the same time, anti-tumor effect of the immune response has been speculated to cause destruction of cancer cells. Recent studies have highlighted the significance of tumor-infiltrating lymphocytes (TILs) in different cancers. The International Immuno-Oncology Biomarkers Working Group has in 2017 published a practical review proposing a standardized method to assess TILs in the routine hematoxylin and eosin (HE) stained sections.Aims/objectives: To discuss the association between TILs and survival in head and neck squamous cell carcinoma (HNSCC).Material and methods: We review recent studies having assessed TILs in HNSCC and showing that tumors having low TILs associate significantly with worse survival.Results: These findings underline that HNSCC cases with low TILs might benefit from multimodality treatment and might be indicated to receive immunotherapy.Conclusions: The evaluation of TILs using routine HE-stained sections is practical and can be considered in assessment of antitumor activity.Significance: Here, we highlight the impact of overall assessment of TILs using the routine HE-stained specimens in HNSCC.
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Affiliation(s)
- Alhadi Almangush
- Department of Pathology, University of Helsinki, Helsinki, Finland
- Research Program in Systems Oncology, Faculty of Medicine, University of Helsinki, Helsinki, Finland
- Institute of Biomedicine, Pathology, University of Turku, Turku, Finland
- Faculty of Dentistry, University of Misurata, Misurata, Libya
| | - Ilmo Leivo
- Institute of Biomedicine, Pathology, University of Turku, Turku, Finland
| | - Antti A. Mäkitie
- Department of Otorhinolaryngology, Head and Neck Surgery, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
- Research Program in Systems Oncology, Faculty of Medicine, University of Helsinki, Helsinki, Finland
- Division of Ear, Nose and Throat Diseases, Department of Clinical Sciences, Intervention and Technology, Karolinska Institutet and Karolinska Hospital, Stockholm, Sweden
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24
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Faraji F, Aygun N, Coquia SF, Gourin CG, Tan M, Rooper LM, Eisele DW, Fakhry C. Computed tomography performance in predicting extranodal extension in HPV‐positive oropharynx cancer. Laryngoscope 2019; 130:1479-1486. [DOI: 10.1002/lary.28237] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2019] [Revised: 07/20/2019] [Accepted: 07/26/2019] [Indexed: 12/13/2022]
Affiliation(s)
- Farhoud Faraji
- Division of Otolaryngology–Head and Neck Surgery, Department of SurgeryUniversity of California San Diego Health San Diego California U.S.A
| | - Nafi Aygun
- The Russell H. Morgan Department of Radiology and Radiological SciencesJohns Hopkins Hospital Baltimore Maryland U.S.A
| | - Stephanie F. Coquia
- The Russell H. Morgan Department of Radiology and Radiological SciencesJohns Hopkins Hospital Baltimore Maryland U.S.A
| | - Christine G. Gourin
- Department of Otolaryngology–Head and Neck SurgeryJohns Hopkins University School of Medicine Baltimore Maryland U.S.A
| | - Marietta Tan
- Department of Otolaryngology–Head and Neck SurgeryJohns Hopkins University School of Medicine Baltimore Maryland U.S.A
| | - Lisa M. Rooper
- Department of PathologyJohns Hopkins University School of Medicine Baltimore Maryland U.S.A
| | - David W. Eisele
- Department of Otolaryngology–Head and Neck SurgeryJohns Hopkins University School of Medicine Baltimore Maryland U.S.A
| | - Carole Fakhry
- Department of Otolaryngology–Head and Neck SurgeryJohns Hopkins University School of Medicine Baltimore Maryland U.S.A
- Bloomberg‐Kimmel Institute for Cancer Immunotherapy at Johns Hopkins Baltimore Maryland U.S.A
- Department of EpidemiologyJohns Hopkins Bloomberg School of Public Health Baltimore Maryland U.S.A
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