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Qin Y, Yao S, Huang H, Xiao Y, Wang J, She L, Chen C, Wang X, Luo A, Zhu G. Peripheral eosinophils and immunotherapy response in patients with recurrent or metastatic HNSCC. Sci Rep 2025; 15:17351. [PMID: 40389501 PMCID: PMC12089525 DOI: 10.1038/s41598-025-01457-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2024] [Accepted: 05/06/2025] [Indexed: 05/21/2025] Open
Abstract
This study investigates the relationship between absolute eosinophil count (AEC) and eosinophil percentage (EOS%) with response rates to immune checkpoint inhibitors (ICIs) in recurrent or metastatic head and neck squamous cell carcinoma (R/M HNSCC) patients. The analysis included data from R/M HNSCC patients treated with ICIs at Second Xiangya Hospital (2016-2021), assessing baseline characteristics, tumor specifics, immune-related adverse events, AEC, and EOS%. The correlation between these factors and ICI response rates was evaluated using logistic regression, while survival outcomes were analyzed through Kaplan-Meier curves and Cox models. Among 74 patients, 59 had low AEC and 15 high, with 53 presenting low EOS% and 21 high. Low AEC (44.07% response rate) and EOS% (47.17%) yielded better responses compared to high levels (40% and 33.33%, respectively). Median overall survival was longer for low AEC (22.63 vs. 18.00 months, P < 0.001) and low EOS% (22.07 vs. 19.73 months, P = 0.02). Both low AEC and EOS% correlated with improved survival odds (3.85 and 2.41 times respectively). Lower AEC and EOS% are independently linked to better survival and increased ICI response rates in R/M HNSCC patients, indicating their potential as predictors for ICI treatment outcomes.
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Affiliation(s)
- Yuexiang Qin
- Department of Health Management Medicine, The Third Xiangya Hospital of Central South University, Changsha, 410013, Hunan Province, China
- Department of Otolaryngology, Head and Neck Surgery, Xiangya Hospital, Central South University, Changsha, 410008, Hunan Province, China
| | - Shanhu Yao
- Department of Radiology, The Third Xiangya Hospital, Central South University, Changsha, 410013, Hunan Province, China
- Department of Biomedical Informatics, School of Life Sciences, Central South University, Changsha, 410013, Hunan Province, China
- Key Laboratory of Medical Information Research, Central South University, Changsha, 410013, Hunan Province, China
| | - Huimei Huang
- Department of Otolaryngology, Head and Neck Surgery, The Second Xiangya Hospital, Central South University, Changsha, 410008, Hunan Province, China
| | - Yuyang Xiao
- Department of Health Management Medicine, The Third Xiangya Hospital of Central South University, Changsha, 410013, Hunan Province, China
| | - Juncheng Wang
- Department of Otolaryngology, Head and Neck Surgery, Xiangya Hospital, Central South University, Changsha, 410008, Hunan Province, China
| | - Li She
- Department of Otolaryngology, Head and Neck Surgery, Xiangya Hospital, Central South University, Changsha, 410008, Hunan Province, China
| | - Changhan Chen
- Xiangya Hospital, National Medical Metabolomics International Collaborative Research Center, Central South University, Changsha, 410008, Hunan Province, China
| | - Xingwei Wang
- Department of Otolaryngology, Head and Neck Surgery, Xiangya Hospital, Central South University, Changsha, 410008, Hunan Province, China
| | - Aijing Luo
- Key Laboratory of Medical Information Research, Central South University, Changsha, 410013, Hunan Province, China
- The Second Xiangya Hospital, Central South University, Changsha, 410011, Hunan Province, China
| | - Gangcai Zhu
- Department of Otolaryngology, Head and Neck Surgery, Xiangya Hospital, Central South University, Changsha, 410008, Hunan Province, China.
- Department of Otolaryngology, Head and Neck Surgery, The Second Xiangya Hospital, Central South University, Changsha, 410008, Hunan Province, China.
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Deuss E, Kürten C, Fehr L, Kahl L, Zimmer S, Künzel J, Stauber RH, Lang S, Hussain T, Brandau S. Standardized Digital Image Analysis of PD-L1 Expression in Head and Neck Squamous Cell Carcinoma Reveals Intra- and Inter-Sample Heterogeneity with Therapeutic Implications. Cancers (Basel) 2024; 16:2103. [PMID: 38893222 PMCID: PMC11171694 DOI: 10.3390/cancers16112103] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2024] [Revised: 05/23/2024] [Accepted: 05/27/2024] [Indexed: 06/21/2024] Open
Abstract
For practical reasons, in many studies PD-L1 expression is measured by combined positive score (CPS) from a single tumor sample. This does not reflect the heterogeneity of PD-L1 expression in head and neck squamous cell carcinoma (HNSCC). We investigated the extent and relevance of PD-L1 expression heterogeneity in HNSCC analyzing primary tumors and recurrences (LRs), as well as metastases. Tumor tissue from 200 HNSCC patients was immunohistochemically stained for PD-L1 and analyzed using image-analysis software QuPath v3.4 with multiple specimens per patient. CPS was ≥20 in 25.6% of primary tumors. Intra-tumoral heterogeneity led to a therapeutically relevant underestimation of PD-L1 expression in 28.7% of patients, when only one specimen per patient was analyzed. Inter-tumoral differences in PD-L1 expression between primary tumors and lymph node metastasis (LNM) or LR occurred in 44.4% and 61.5% (CPS) and in 40.6% and 50% of cases (TPS). Overall survival was increased in patients with CPS ≥ 1 vs. CPS < 1 in primary tumors and LNM (hazard ratio: 0.46 and 0.35; p < 0.005); CPS in LR was not prognostic. Our analysis shows clinically relevant intra- and inter-sample heterogeneity of PD-L1 expression in HNSCC. To account for heterogeneity and improve patient selection for immunotherapy, multiple sample analyses should be performed, particularly in patients with CPS/TPS < 1.
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Affiliation(s)
- Eric Deuss
- Department of Otorhinolaryngology Head and Neck Surgery, University Hospital Essen, 45147 Essen, Germany (T.H.); (S.B.)
- Department of Otorhinolaryngology Head and Neck Surgery, Molecular and Cellular Oncology, University Medical Center Mainz, 55131 Mainz, Germany
| | - Cornelius Kürten
- Department of Otorhinolaryngology Head and Neck Surgery, University Hospital Essen, 45147 Essen, Germany (T.H.); (S.B.)
| | - Lara Fehr
- Department of Otorhinolaryngology Head and Neck Surgery, University Hospital Essen, 45147 Essen, Germany (T.H.); (S.B.)
| | - Laura Kahl
- Department of Otorhinolaryngology Head and Neck Surgery, University Hospital Essen, 45147 Essen, Germany (T.H.); (S.B.)
| | - Stefanie Zimmer
- Institute of Pathology, University Medical Center Mainz, 55131 Mainz, Germany
| | - Julian Künzel
- Department of Otorhinolaryngology Head and Neck Surgery, Molecular and Cellular Oncology, University Medical Center Mainz, 55131 Mainz, Germany
- Department of Otorhinolaryngology, Head and Neck Surgery, University Hospital Regensburg, 93053 Regensburg, Germany
| | - Roland H. Stauber
- Department of Otorhinolaryngology Head and Neck Surgery, Molecular and Cellular Oncology, University Medical Center Mainz, 55131 Mainz, Germany
- Institute for Biotechnology, Shanxi University, No. 92 Wucheng Road, Taiyuan 030006, China
| | - Stephan Lang
- Department of Otorhinolaryngology Head and Neck Surgery, University Hospital Essen, 45147 Essen, Germany (T.H.); (S.B.)
| | - Timon Hussain
- Department of Otorhinolaryngology Head and Neck Surgery, University Hospital Essen, 45147 Essen, Germany (T.H.); (S.B.)
- Department of Otorhinolaryngology, Klinikum Rechts der Isar, Technical University of Munich, 81675 Munich, Germany
| | - Sven Brandau
- Department of Otorhinolaryngology Head and Neck Surgery, University Hospital Essen, 45147 Essen, Germany (T.H.); (S.B.)
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Jiang S, Li X, Huang L, Xu Z, Lin J. Prognostic value of PD-1, PD-L1 and PD-L2 deserves attention in head and neck cancer. Front Immunol 2022; 13:988416. [PMID: 36119046 PMCID: PMC9478105 DOI: 10.3389/fimmu.2022.988416] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2022] [Accepted: 08/08/2022] [Indexed: 11/13/2022] Open
Abstract
Head and neck cancer has high heterogeneity with poor prognosis, and emerging researches have been focusing on the prognostic markers of head and neck cancer. PD-L1 expression is an important basis for strategies of immunosuppressive treatment, but whether it has prognostic value is still controversial. Although meta-analysis on PD-L1 expression versus head and neck cancer prognosis has been performed, the conclusions are controversial. Since PD-L1 and PD-L2 are two receptors for PD-1, here we summarize and analyze the different prognostic values of PD-1, PD-L1, and PD-L2 in head and neck cancer in the context of different cell types, tissue localization and protein forms. We propose that for head and neck cancer, the risk warning value of PD-1/PD-L1 expression in precancerous lesions is worthy of attention, and the prognostic value of PD-L1 expression at different subcellular levels as well as the judgment convenience of prognostic value of PD-1, PD-L1, PD-L2 should be fully considered. The PD-L1 evaluation systems established based on immune checkpoint inhibitors (ICIs) are not fully suitable for the evaluation of PD-L1 prognosis in head and neck cancer. It is necessary to establish a new PD-L1 evaluation system based on the prognosis for further explorations. The prognostic value of PD-L1, PD-L2 expression in head and neck cancer may be different for early-stage and late-stage samples, and further stratification is required.
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Affiliation(s)
- Siqing Jiang
- Department of Comprehensive Chemotherapy/Head and Neck Cancer, Hunan Cancer Hospital, The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, China
| | - Xin Li
- Department of Pain Management and Anesthesiology, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Lihua Huang
- Center for Experimental Medicine, Third Xiangya Hospital of Central South University, Changsha, China
| | - Zhensheng Xu
- Department of Oncologic Chemotheraphy, Affiliated Haikou Hospital of Xiangya Medical College, Central South University, Haikou, China
- *Correspondence: Zhensheng Xu, ; Jinguan Lin,
| | - Jinguan Lin
- Department of Comprehensive Chemotherapy/Head and Neck Cancer, Hunan Cancer Hospital, The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, China
- *Correspondence: Zhensheng Xu, ; Jinguan Lin,
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Wildsmith S, Ye J, Franks A, Melillo G, Armstrong J, Whiteley J, Schnittker K, Lian F, Roland B, Sabalos C, Ahmadi P, Fayette J, Even C, Mesía R, Siu LL, Zandberg DP, Walker J. Association of PD-L1 Expression on Tumor and Immune Cells with Survival in Recurrent or Metastatic Head and Neck Squamous Cell Carcinoma and Assay Validation. CANCER RESEARCH COMMUNICATIONS 2022; 2:39-48. [PMID: 36860696 PMCID: PMC9973403 DOI: 10.1158/2767-9764.crc-21-0032] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/18/2021] [Revised: 11/17/2021] [Accepted: 12/21/2021] [Indexed: 06/18/2023]
Abstract
UNLABELLED Programmed cell death ligand-1 (PD-L1), expressed on both tumor cells (TC) and tumor-associated immune cells (IC), has been shown to be a useful biomarker and predictive of response to anti-PD-L1 agents in certain tumor types. In recurrent or metastatic head and neck squamous cell carcinoma (R/M HNSCC), there is a growing interest in the role of PD-L1 expression on ICs, as well as TCs, for predicting response to immune checkpoint inhibitors. Using pooled data from the phase II HAWK and CONDOR studies, we investigated the association of baseline PD-L1 expression with durvalumab efficacy in patients with R/M HNSCC. To determine an optimal PD-L1 cut-off point for predicting survival, we assessed PD-L1 expression levels at different TC and IC cut-off points in patients treated with durvalumab. Longer survival was associated with higher TC membrane PD-L1 expression and IC staining. When the combined TC/IC algorithm was applied, a cut-off point for PD-L1 expression of ≥50% on TCs or ≥25% on ICs (TC ≥ 50%/IC ≥ 25%) showed a higher objective response rate (17.2% vs. 8.8%), longer median progression-free survival (2.8 vs. 1.9 months), and longer median overall survival (8.4 vs. 5.4 months) in the PD-L1-high versus PD-L1-low/negative patient populations, respectively. A scoring algorithm combining PD-L1 expression on TCs and ICs using the cut-off point TC ≥ 50%/IC ≥ 25% was optimal for identifying patients with HNSCC most likely to benefit from durvalumab treatment. The new algorithm is robust and can be reproducibly scored by trained pathologists. SIGNIFICANCE A novel algorithm for PD-L1 expression using the cut-off point TC ≥ 50%/IC ≥ 25% is robust for identifying patients with HNSCC most likely to benefit from durvalumab treatment and can be reproducibly scored by trained pathologists.
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Affiliation(s)
- Sophie Wildsmith
- Precision Medicine, R&D Oncology, AstraZeneca, Cambridge, United Kingdom
| | - Jiabu Ye
- Statistics, AstraZeneca, Gaithersburg, Maryland
| | - April Franks
- Global Medical Affairs, AstraZeneca, Gaithersburg, Maryland
| | | | - Jon Armstrong
- Statistics, AstraZeneca, Macclesfield, United Kingdom
| | - Jessica Whiteley
- Precision Medicine, R&D Oncology, AstraZeneca, Cambridge, United Kingdom
| | - Karina Schnittker
- Companion Diagnostics Development, Ventana Medical Systems, Tucson, Arizona
| | - Fangru Lian
- Companion Diagnostics Pathology, Ventana Medical Systems, Tucson, Arizona
| | - Bryan Roland
- Companion Diagnostics Project Lead, Ventana Medical Systems, Tucson, Arizona
| | - Constantine Sabalos
- Regulatory Affairs, Companion Diagnostics, Ventana Medical Systems, Tucson, Arizona
| | - Payam Ahmadi
- Biometrics, Ventana Medical Systems, Tucson, Arizona
| | - Jerome Fayette
- Department of Medical Oncology, Centre Léon Bérard, Lyon, France
| | - Caroline Even
- Head and Neck Oncology Department, CLCC Institut Gustave Roussy, Paris, France
| | - Ricard Mesía
- Medical Oncology Department, Institut Català d'Oncologia Badalona, B-ARGO group, IGTP, Barcelona, Catalonia, Spain
| | - Lillian L. Siu
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, Toronto, Ontario, Canada
| | - Dan P. Zandberg
- Department of Hematology/Oncology, UPMC Hillman Cancer Center, Pittsburgh, Pennsylvania
| | - Jill Walker
- Precision Medicine, R&D Oncology, AstraZeneca, Cambridge, United Kingdom
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Hirshoren N, Al-Kharouf I, Weinberger JM, Eliashar R, Popovtzer A, Knaanie A, Fellig Y, Neuman T, Meir K, Maly A, Vainer GW. Spatial Intratumoral Heterogeneity Expression of PD-L1 Antigen in Head and Neck Squamous Cell Carcinoma. Oncology 2021; 99:464-470. [PMID: 33789303 DOI: 10.1159/000515441] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2021] [Accepted: 02/23/2021] [Indexed: 12/24/2022]
Abstract
INTRODUCTION Immune-checkpoint inhibitors have demonstrated a significant survival benefit in metastatic and non-resectable head and neck squamous cell carcinoma (HNSCC). Patients with a combined positivity score (CPS) of 20 and higher benefit the most from therapy. Inaccurate definition of the CPS category might lead to the incorrect stratification of patients to immunotherapy. This study's main aim was to investigate programmed death-ligand 1 (PD-L1) antigen expression in HNSCC in diverse clinical situations and histological settings. MATERIALS AND METHODS This is a prospective cohort study conducted in a tertiary referral medical center. Tissues were investigated for PD-L1 expression using the FDA-approved 22C3 immunohistochemistry assay (Dako). We analyzed potential associations between the CPS category and meaningful demographic, clinical, and outcome metrics. Furthermore, we investigated morphologically separate sites for CPS scores in whole surgical tissue specimens and matched preoperative biopsies. RESULTS We analyzed 36 patients, of whom 26 had oral cavity SCC and 10 had laryngeal SCC. The overall, disease-specific, and progression-free survival of the HNSCC group of patients were not associated with the CPS category (p = 0.45, p = 0.31, and p = 0.88, respectively). There was a significant (18%, 95% CI 0.65-0.9) inconsistency between the CPS category determined in biopsies versus whole carcinoma analyses. We also found an uneven distribution of whole-tumor CPS attributed to spatial carcinoma invasiveness, tumor differentiation, and inflammatory cell infiltration heterogeneity. DISCUSSION AND CONCLUSIONS Our data suggest that careful selection of tumor area for CPS analysis is important. PD-L1 antigen expression, clinically represented by CPS, may be up- or down-categorized in different clinical and pathological circumstances. The high whole-tissue CPS category scatter may clinically result in potential treatment modifications. We argue that CPS analysis requires not only adequacy (at least 100 viable tumor cells), but also correct representation of the tumor microenvironment.
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Affiliation(s)
- Nir Hirshoren
- Department of Otolaryngology/Head and Neck Surgery, Hadassah Hebrew University Medical Center, Jerusalem, Israel
| | - Issa Al-Kharouf
- Department of Pathology, Hadassah Hebrew University Medical Center, Jerusalem, Israel
| | - Jeffrey M Weinberger
- Department of Otolaryngology/Head and Neck Surgery, Hadassah Hebrew University Medical Center, Jerusalem, Israel
| | - Ron Eliashar
- Department of Otolaryngology/Head and Neck Surgery, Hadassah Hebrew University Medical Center, Jerusalem, Israel
| | - Aron Popovtzer
- Sharett Institute of Oncology, Hadassah Hebrew University Medical Center, Jerusalem, Israel
| | - Ariela Knaanie
- Department of Otolaryngology/Head and Neck Surgery, Hadassah Hebrew University Medical Center, Jerusalem, Israel
| | - Yakov Fellig
- Department of Pathology, Hadassah Hebrew University Medical Center, Jerusalem, Israel
| | - Tzahi Neuman
- Department of Pathology, Hadassah Hebrew University Medical Center, Jerusalem, Israel
| | - Karen Meir
- Department of Pathology, Hadassah Hebrew University Medical Center, Jerusalem, Israel
| | - Alexander Maly
- Department of Pathology, Hadassah Hebrew University Medical Center, Jerusalem, Israel
| | - Gilad W Vainer
- Department of Pathology, Hadassah Hebrew University Medical Center, Jerusalem, Israel
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Piersiala K, Farrajota Neves da Silva P, Hjalmarsson E, Kolev A, Kågedal Å, Starkhammar M, Elliot A, Marklund L, Margolin G, Munck‐Wikland E, Kumlien Georén S, Cardell L. CD4 + and CD8 + T cells in sentinel nodes exhibit distinct pattern of PD-1, CD69, and HLA-DR expression compared to tumor tissue in oral squamous cell carcinoma. Cancer Sci 2021; 112:1048-1059. [PMID: 33462898 PMCID: PMC7935788 DOI: 10.1111/cas.14816] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2020] [Revised: 01/15/2021] [Accepted: 01/15/2021] [Indexed: 12/27/2022] Open
Abstract
Anticancer immunotherapies have revolutionized cancer management, yet the effect of systemic anti-programmed cell death protein 1 (PD-1) treatment is predominantly studied in tumor-infiltrating lymphocytes (TILs). Its impact on PD-1 expressing cells in tumor-draining lymph nodes (TDLNs) is not well understood and yet to be explored. Thus, further research aiming for better understanding of the PD-1 pathway not only in tumor tissue but also in TDLNs is warranted. In this study, we investigated the expression of PD-1, CD69, and HLA-DR on CD4+ and CD8+ T cells by flow cytometry analysis of peripheral blood mononuclear cells (PBMCs), TDLNs, and tumor samples from patients with oral squamous cell carcinoma (OSCC). Our data showed that both helper and cytotoxic T lymphocytes in OSCC tissue were highly activated and expressed high level of PD-1 (over 70% positivity). Lymphocytes in TDLNs and peripheral blood expressed significantly lower levels of PD-1 and other activation markers compared to TILs. Moreover, we demonstrated that a significant fraction of PD-1 negative TILs expressed high levels of human leukocyte antigen - DR isotype and CD69. In contrast, PD-1 negative cells in TDLNs and PBMCs scarcely expressed the aforementioned activation markers. Furthermore, we proved that patients with a high percentage of CD3+ PD-1+ cells in tumor-draining lymph nodes had significantly lower disease-free and overall survival rates (log-rank test P = .0272 and P = .0276, respectively). Taken together, we proved that flow cytometry of lymph nodes in OSCC is feasible and may be used to investigate whether PD-1 levels in TDLNs correspond with survival and potentially with response to anti-PD-1 therapy. Such knowledge may ultimately help guide anti-PD-1 treatment.
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MESH Headings
- Adult
- Aged
- Aged, 80 and over
- Antigens, CD/analysis
- Antigens, CD/metabolism
- Antigens, Differentiation, T-Lymphocyte/analysis
- Antigens, Differentiation, T-Lymphocyte/metabolism
- CD4-Positive T-Lymphocytes/immunology
- CD4-Positive T-Lymphocytes/metabolism
- CD8-Positive T-Lymphocytes/immunology
- CD8-Positive T-Lymphocytes/metabolism
- Female
- Flow Cytometry
- HLA-DR Antigens/analysis
- HLA-DR Antigens/metabolism
- Humans
- Lectins, C-Type/analysis
- Lectins, C-Type/metabolism
- Lymphocytes, Tumor-Infiltrating/immunology
- Lymphocytes, Tumor-Infiltrating/metabolism
- Male
- Middle Aged
- Mouth Neoplasms/immunology
- Mouth Neoplasms/pathology
- Programmed Cell Death 1 Receptor/analysis
- Programmed Cell Death 1 Receptor/metabolism
- Sentinel Lymph Node/cytology
- Sentinel Lymph Node/immunology
- Sentinel Lymph Node/pathology
- Squamous Cell Carcinoma of Head and Neck/immunology
- Squamous Cell Carcinoma of Head and Neck/pathology
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Affiliation(s)
- Krzysztof Piersiala
- Division of ENT DiseasesDepartment of Clinical Sciences, Intervention and TechnologyKarolinska InstitutetStockholmSweden
- Department of OtorhinolaryngologyKarolinska University HospitalStockholmSweden
| | | | - Eric Hjalmarsson
- Division of ENT DiseasesDepartment of Clinical Sciences, Intervention and TechnologyKarolinska InstitutetStockholmSweden
| | - Aeneas Kolev
- Division of ENT DiseasesDepartment of Clinical Sciences, Intervention and TechnologyKarolinska InstitutetStockholmSweden
- Department of OtorhinolaryngologyKarolinska University HospitalStockholmSweden
| | - Åsa Kågedal
- Division of ENT DiseasesDepartment of Clinical Sciences, Intervention and TechnologyKarolinska InstitutetStockholmSweden
- Department of OtorhinolaryngologyKarolinska University HospitalStockholmSweden
| | - Magnus Starkhammar
- Division of ENT DiseasesDepartment of Clinical Sciences, Intervention and TechnologyKarolinska InstitutetStockholmSweden
- Department of OtorhinolaryngologyKarolinska University HospitalStockholmSweden
| | - Alexandra Elliot
- Division of ENT DiseasesDepartment of Clinical Sciences, Intervention and TechnologyKarolinska InstitutetStockholmSweden
- Medical Unit Head Neck, Lung and Skin CancerKarolinska University HospitalStokcholmSweden
| | - Linda Marklund
- Division of ENT DiseasesDepartment of Clinical Sciences, Intervention and TechnologyKarolinska InstitutetStockholmSweden
- Department of OtorhinolaryngologyKarolinska University HospitalStockholmSweden
| | - Gregori Margolin
- Department of OtorhinolaryngologyKarolinska University HospitalStockholmSweden
- Medical Unit Head Neck, Lung and Skin CancerKarolinska University HospitalStokcholmSweden
| | - Eva Munck‐Wikland
- Division of ENT DiseasesDepartment of Clinical Sciences, Intervention and TechnologyKarolinska InstitutetStockholmSweden
- Medical Unit Head Neck, Lung and Skin CancerKarolinska University HospitalStokcholmSweden
| | - Susanna Kumlien Georén
- Division of ENT DiseasesDepartment of Clinical Sciences, Intervention and TechnologyKarolinska InstitutetStockholmSweden
- Department of OtorhinolaryngologyKarolinska University HospitalStockholmSweden
| | - Lars‐Olaf Cardell
- Division of ENT DiseasesDepartment of Clinical Sciences, Intervention and TechnologyKarolinska InstitutetStockholmSweden
- Department of OtorhinolaryngologyKarolinska University HospitalStockholmSweden
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