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Wong SA, Manon VA, Young S, Viet CT. Innovations in Molecular Biomarkers and Biomaterial-Based Immunotherapies for Head & Neck Cancer. CURRENT SURGERY REPORTS 2024; 12:45-51. [PMID: 38523630 PMCID: PMC10954983 DOI: 10.1007/s40137-024-00386-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/12/2024] [Indexed: 03/26/2024]
Abstract
Purpose of Review Oral squamous cell carcinoma (OSCC) survival rates have remained stagnant due to a lack of targeted therapies and diagnostic tools. Patient risk is currently determined solely through clinicopathologic features, primarily tumor staging, which lacks the necessary precision to stratify patients by risk and accurately dictate adjuvant treatment. Similarly, conventional OSCC therapies have well-established toxicities and limited efficacy. Recent Findings Recent studies show that patient risk can now be assessed using non-invasive techniques, at earlier time points, and with greater accuracy using molecular biomarker panels. Additionally, novel immunotherapies not only utilize the host's immune response to combat disease but also have the potential to form immunological memory to prevent future recurrence. Localized controlled-release formulas have further served to reduce toxicity and allow the de-escalation of other treatment modalities. Summary We review the latest advances in head and neck cancer diagnosis and treatment, including novel molecular biomarkers and immunotherapies.
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Affiliation(s)
- Sarah Anne Wong
- School of Medicine, Orthopaedic Trauma Institute, University of California San Francisco, 2550 23rd St., Bldg. 9, 3rd Floor, San Francisco, CA 94110 USA
| | - Victoria A. Manon
- Bernard and Gloria Pepper Katz Department of Oral and Maxillofacial Surgery, The University of Texas Health Science Center at Houston School of Dentistry, 7500 Cambridge Street, Suite 6510, Houston, TX 77054 USA
| | - Simon Young
- Bernard and Gloria Pepper Katz Department of Oral and Maxillofacial Surgery, The University of Texas Health Science Center at Houston School of Dentistry, 7500 Cambridge Street, Suite 6510, Houston, TX 77054 USA
| | - Chi T. Viet
- Department of Oral and Maxillofacial Surgery, Loma Linda University School of Dentistry, 11092 Anderson St., Loma Linda, CA 92350 USA
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Fan X, Huang Y, Zhong Y, Yan Y, Li J, Fan Y, Xie F, Luo Q, Zhang Z. A new marker constructed from immune-related lncRNA pairs can be used to predict clinical treatment effects and prognosis: in-depth exploration of underlying mechanisms in HNSCC. World J Surg Oncol 2023; 21:250. [PMID: 37592311 PMCID: PMC10433616 DOI: 10.1186/s12957-023-03066-x] [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: 03/18/2022] [Accepted: 06/04/2023] [Indexed: 08/19/2023] Open
Abstract
BACKGROUND Long non-coding RNA (lncRNA) plays a vital role in tumor proliferation, migration, and treatment. Since it is challenging to standardize the gene expression levels detected by different platforms, the signatures composed of many immune-related single lncRNAs are still inaccurate. Utilizing a gene pair formed of two immune-related lncRNAs and strategically assigning values can effectively meet the demand for a higher-accuracy dual biomarker combination. METHODS Co-expression and differential expression analyses were performed on immune genes and lncRNAs data from The Cancer Genome Atlas and the ImmPort database to obtain differentially expressed immune-related lncRNAs for pairwise pairing. The prognostic-related differentially expressed immune-related lncRNAs (PR-DE-irlncRNAs) pairs were then identified by univariate Cox regression and used for lasso regression to construct a prognostic model. Various methods were used to validate the predictive prognostic performance of the model. Additionally, we explored the potential guiding value of the model in immunotherapy and chemotherapy and constructed a nomogram suitable for efficient prognosis prediction. Mechanistic exploration of anti-tumor immunity and mutational perspectives are also included. We also analyzed the correlation between the model and immune checkpoint inhibitors (ICIs)-related, N6-methyadenosine (m6A)-related, and multidrug resistance genes. RESULTS We used a total of 20 pairs of PR-DE-irlncRNAs to create a prognosis model. Quantitative real-time polymerase chain reaction experiments further verified the abnormal expression of 11 lncRNAs in HNSCC cells. Various methods have confirmed the excellent performance of the model in predicting patient prognosis. We reasoned that lncRNAs/TP53 mutation might play a positive/negative anti-tumor role through the immune system by multi-perspective analyses. Finally, it was found that the prognostic model was closely related to immunotherapy and chemotherapy as well as the expression of ICIs/m6A/multidrug resistance-related genes. CONCLUSION The prognostic model performs excellently in predicting the prognosis of patients and provides the potential value of practical guidance for treatment.
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Affiliation(s)
- Xin Fan
- Department of Otolaryngology Head and Neck Surgery, The First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi Province, China
| | - Yuhan Huang
- Yunnan University of Chinese Medicine, Kunming, Yunnan Province, China
| | - Yun Zhong
- The First Clinical Medical College of Nanchang University, Nanchang, Jiangxi Province, China
| | - Yujie Yan
- School of Stomatology, Nanchang University, Nanchang, Jiangxi Province, China
| | - Jiaqi Li
- School of Stomatology, Nanchang University, Nanchang, Jiangxi Province, China
| | - Yanting Fan
- The First Clinical Medical College of Nanchang University, Nanchang, Jiangxi Province, China
| | - Fei Xie
- Department of Otolaryngology Head and Neck Surgery, The First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi Province, China
| | - Qing Luo
- Department of Otolaryngology Head and Neck Surgery, The First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi Province, China
| | - Zhiyuan Zhang
- Department of Otolaryngology Head and Neck Surgery, The First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi Province, China.
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Torres JA, Brito ABC, Silva VSE, Messias IM, Braun AC, Ruano APC, Buim MEC, Carraro DM, Chinen LTD. CD47 Expression in Circulating Tumor Cells and Circulating Tumor Microemboli from Non-Small Cell Lung Cancer Patients Is a Poor Prognosis Factor. Int J Mol Sci 2023; 24:11958. [PMID: 37569332 PMCID: PMC10419161 DOI: 10.3390/ijms241511958] [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: 06/14/2023] [Revised: 07/19/2023] [Accepted: 07/24/2023] [Indexed: 08/13/2023] Open
Abstract
Circulating tumor cells (CTCs) and/or circulating tumor microemboli (CTM) from non-small cell lung cancer (NSCLC) patients may be a non-invasive tool for prognosis, acting as liquid biopsy. CTCs interact with platelets through the transforming growth factor-β/transforming growth factor-β receptor type 1 (TGF-β/TGFβRI) forming clusters. CTCs also may express the Cluster of Differentiation 47 (CD47) protein, responsible for the inhibition of phagocytosis, the "don't eat me" signal to macrophages. OBJECTIVES To isolate, quantify and analyze CTCs/CTMs from metastatic NSCLC patients, identify TGFβRI/CD47 expression in CTCs/CTMs, and correlate with progression-free survival (PFS). METHODS Blood (10 mL) was collected at two time-points: T1 (before the beginning of any line of treatment; T2 (60 days after initial collection). CTCs were isolated using ISET®. Immunocytochemistry was conducted to evaluate TGFβRI/CD47 expression. RESULTS 45 patients were evaluated. CTCs were observed in 82.2% of patients at T1 (median: 1 CTC/mL; range: 0.33-11.33 CTCs/mL) and 94.5% at T2 (median: 1.33 CTC/mL; 0.33-9.67). CTMs were observed in 24.5% of patients and significantly associated with poor PFS (10 months vs. 17 months for those without clusters; p = 0.05) and disease progression (p = 0.017). CTMs CD47+ resulted in poor PFS (p = 0.041). TGFβRI expression in CTCs/CTMs was not associated with PFS. CONCLUSION In this study, we observed that CTC/CTM from NSCLC patients express the immune evasion markers TGFβRI/CD47. The presence of CTMs CD47+ is associated with poor PFS. This was the first study to investigate CD47 expression in CTCs/CTM of patients with NSCLC and its association with poor PFS.
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Affiliation(s)
| | | | - Virgilio Souza e Silva
- Department of Clinical Oncology, A.C. Camargo Cancer Center, São Paulo 01509-900, Brazil
| | - Iara Monique Messias
- International Research Center, A.C. Camargo Cancer Center, São Paulo 01508-010, Brazil; (J.A.T.)
| | - Alexcia Camila Braun
- International Research Center, A.C. Camargo Cancer Center, São Paulo 01508-010, Brazil; (J.A.T.)
| | - Anna Paula Carreta Ruano
- International Research Center, A.C. Camargo Cancer Center, São Paulo 01508-010, Brazil; (J.A.T.)
| | | | - Dirce Maria Carraro
- International Research Center, A.C. Camargo Cancer Center, São Paulo 01508-010, Brazil; (J.A.T.)
| | - Ludmilla Thomé Domingos Chinen
- International Research Center, A.C. Camargo Cancer Center, São Paulo 01508-010, Brazil; (J.A.T.)
- Translational Medicine Laboratory, Núcleo de Pesquisa e Ensino da Rede São Camilo, São Paulo 04014-002, Brazil
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Yilmaz E, Ismaila N, Bauman JE, Dabney R, Gan G, Jordan R, Kaufman M, Kirtane K, McBride SM, Old MO, Rooper L, Saba NF, Sheth S, Subramaniam RM, Wise-Draper TM, Wong D, Mell LK. Immunotherapy and Biomarker Testing in Recurrent and Metastatic Head and Neck Cancers: ASCO Guideline. J Clin Oncol 2023; 41:1132-1146. [PMID: 36521102 DOI: 10.1200/jco.22.02328] [Citation(s) in RCA: 17] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2022] [Accepted: 10/27/2022] [Indexed: 12/23/2022] Open
Abstract
PURPOSE To provide evidence-based recommendations for practicing physicians and other health care providers on immunotherapy and biomarker testing for head and neck cancers. METHODS ASCO convened an Expert Panel of medical oncology, surgical oncology, radiation oncology, radiology, pathology, and patient advocacy experts to conduct a literature search, including systematic reviews, meta-analyses, randomized controlled trials, and prospective and retrospective comparative observational studies published from 2000 through 2022. Outcomes of interest included survival, overall response, and locoregional control. Expert Panel members used available evidence and informal consensus to develop evidence-based guideline recommendations. RESULTS The literature search identified 28 relevant studies to inform the evidence base for this guideline. RECOMMENDATIONS When possible, evidence-based recommendations were developed to address biomarker testing, first-line treatment regimens based on programmed death ligand-1 scores, immunotherapy in platinum-refractory recurrent or metastatic head and neck squamous cell carcinoma, immunotherapy in nasopharyngeal carcinoma, and radiation therapy in combination with immunotherapy for treatment of local recurrence.Additional information is available at www.asco.org/head-neck-cancer-guidelines.
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Affiliation(s)
| | | | | | | | - Gregory Gan
- Kansas University Medical Center, Kansas City, KS
| | - Richard Jordan
- University of California San Francisco, San Francisco, CA
| | | | | | | | | | | | | | | | - Rathan M Subramaniam
- Otago Medical School, University of Otago, Dunedin, New Zealand
- Duke University, Durham, NC
| | | | - Deborah Wong
- University of California Los Angeles, Los Angeles, CA
| | - Loren K Mell
- University of California San Diego, La Jolla, CA
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Farshbaf A, Lotfi M, Zare R, Mohtasham N. The organoid as reliable cancer modeling in personalized medicine, does applicable in precision medicine of head and neck squamous cell carcinoma? THE PHARMACOGENOMICS JOURNAL 2022; 23:37-44. [PMID: 36347937 DOI: 10.1038/s41397-022-00296-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Revised: 10/22/2022] [Accepted: 10/31/2022] [Indexed: 11/09/2022]
Abstract
Head and neck squamous cell carcinomas (HNSCCs) are introduced as the sixth most common cancer in the world. Detection of predictive biomarkers improve early diagnosis and prognosis. Recent cancer researches provide a new avenue for organoids, known as "mini-organs" in a dish, such as patient-derived organoids (PDOs), for cancer modeling. HNSCC burden, heterogeneity, mutations, and organoid give opportunities for the evaluation of drug sensitivity/resistance response according to the unique genetic profile signature. The Clustered Regularly Interspaced Short Palindromic Repeat (CRISPR) nucleases, as an efficient genome engineering technology, can be used for genetic manipulation in three-dimensional (3D) organoids for cancer modeling by targeting oncogenes/tumor suppressor genes. Moreover, single-cell analysis of circulating tumor cells (CTCs) improved understanding of molecular angiogenesis, distance metastasis, and drug screening without the need for tissue biopsy. Organoids allow us to investigate the biopathogenesis of cancer, tumor cell behavior, and drug screening in a living biobank according to the specific genetic profile of patients.
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Fatima S, Ma Y, Safrachi A, Haider S, Spring KJ, Vafaee F, Scott KF, Roberts TL, Becker TM, de Souza P. Harnessing Liquid Biopsies to Guide Immune Checkpoint Inhibitor Therapy. Cancers (Basel) 2022; 14:1669. [PMID: 35406441 PMCID: PMC8997025 DOI: 10.3390/cancers14071669] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Revised: 03/18/2022] [Accepted: 03/22/2022] [Indexed: 12/24/2022] Open
Abstract
Immunotherapy (IO), involving the use of immune checkpoint inhibition, achieves improved response-rates and significant disease-free survival for some cancer patients. Despite these beneficial effects, there is poor predictability of response and substantial rates of innate or acquired resistance, resulting in heterogeneous responses among patients. In addition, patients can develop life-threatening adverse events, and while these generally occur in patients that also show a tumor response, these outcomes are not always congruent. Therefore, predicting a response to IO is of paramount importance. Traditionally, tumor tissue analysis has been used for this purpose. However, minimally invasive liquid biopsies that monitor changes in blood or other bodily fluid markers are emerging as a promising cost-effective alternative. Traditional biomarkers have limitations mainly due to difficulty in repeatedly obtaining tumor tissue confounded also by the spatial and temporal heterogeneity of tumours. Liquid biopsy has the potential to circumvent tumor heterogeneity and to help identifying patients who may respond to IO, to monitor the treatment dynamically, as well as to unravel the mechanisms of relapse. We present here a review of the current status of molecular markers for the prediction and monitoring of IO response, focusing on the detection of these markers in liquid biopsies. With the emerging improvements in the field of liquid biopsy, this approach has the capacity to identify IO-eligible patients and provide clinically relevant information to assist with their ongoing disease management.
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Affiliation(s)
- Shadma Fatima
- Department of Medical Oncology, Ingham Institute of Applied Medical Research, Liverpool, NSW 2170, Australia; (Y.M.); (S.H.); (K.J.S.); (K.F.S.); (T.L.R.); (T.M.B.); (P.d.S.)
- School of Biotechnology and Biomolecular Sciences, University of New South Wales, Sydney, NSW 2031, Australia; (A.S.); (F.V.)
- School of Medicine, Western Sydney University, Campbelltown, NSW 2560, Australia
| | - Yafeng Ma
- Department of Medical Oncology, Ingham Institute of Applied Medical Research, Liverpool, NSW 2170, Australia; (Y.M.); (S.H.); (K.J.S.); (K.F.S.); (T.L.R.); (T.M.B.); (P.d.S.)
- South Western Sydney Clinical School, UNSW, Sydney, NSW 2031, Australia
- Centre for Circulating Tumor Cell Diagnosis and Research, Ingham Institute for Applied Medical Research, Liverpool, NSW 2170, Australia
| | - Azadeh Safrachi
- School of Biotechnology and Biomolecular Sciences, University of New South Wales, Sydney, NSW 2031, Australia; (A.S.); (F.V.)
| | - Sana Haider
- Department of Medical Oncology, Ingham Institute of Applied Medical Research, Liverpool, NSW 2170, Australia; (Y.M.); (S.H.); (K.J.S.); (K.F.S.); (T.L.R.); (T.M.B.); (P.d.S.)
- School of Medicine, Western Sydney University, Campbelltown, NSW 2560, Australia
| | - Kevin J. Spring
- Department of Medical Oncology, Ingham Institute of Applied Medical Research, Liverpool, NSW 2170, Australia; (Y.M.); (S.H.); (K.J.S.); (K.F.S.); (T.L.R.); (T.M.B.); (P.d.S.)
- School of Medicine, Western Sydney University, Campbelltown, NSW 2560, Australia
| | - Fatemeh Vafaee
- School of Biotechnology and Biomolecular Sciences, University of New South Wales, Sydney, NSW 2031, Australia; (A.S.); (F.V.)
- UNSW Data Science Hub, University of New South Wales, Sydney, NSW 2031, Australia
| | - Kieran F. Scott
- Department of Medical Oncology, Ingham Institute of Applied Medical Research, Liverpool, NSW 2170, Australia; (Y.M.); (S.H.); (K.J.S.); (K.F.S.); (T.L.R.); (T.M.B.); (P.d.S.)
- School of Medicine, Western Sydney University, Campbelltown, NSW 2560, Australia
| | - Tara L. Roberts
- Department of Medical Oncology, Ingham Institute of Applied Medical Research, Liverpool, NSW 2170, Australia; (Y.M.); (S.H.); (K.J.S.); (K.F.S.); (T.L.R.); (T.M.B.); (P.d.S.)
- School of Medicine, Western Sydney University, Campbelltown, NSW 2560, Australia
- South Western Sydney Clinical School, UNSW, Sydney, NSW 2031, Australia
| | - Therese M. Becker
- Department of Medical Oncology, Ingham Institute of Applied Medical Research, Liverpool, NSW 2170, Australia; (Y.M.); (S.H.); (K.J.S.); (K.F.S.); (T.L.R.); (T.M.B.); (P.d.S.)
- School of Medicine, Western Sydney University, Campbelltown, NSW 2560, Australia
- South Western Sydney Clinical School, UNSW, Sydney, NSW 2031, Australia
- Centre for Circulating Tumor Cell Diagnosis and Research, Ingham Institute for Applied Medical Research, Liverpool, NSW 2170, Australia
| | - Paul de Souza
- Department of Medical Oncology, Ingham Institute of Applied Medical Research, Liverpool, NSW 2170, Australia; (Y.M.); (S.H.); (K.J.S.); (K.F.S.); (T.L.R.); (T.M.B.); (P.d.S.)
- School of Medicine, Western Sydney University, Campbelltown, NSW 2560, Australia
- South Western Sydney Clinical School, UNSW, Sydney, NSW 2031, Australia
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Sasahira T, Kurihara-Shimomura M, Shimojjukoku Y, Shima K, Kirita T. Searching for New Molecular Targets for Oral Squamous Cell Carcinoma with a View to Clinical Implementation of Precision Medicine. J Pers Med 2022; 12:jpm12030413. [PMID: 35330413 PMCID: PMC8954939 DOI: 10.3390/jpm12030413] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2022] [Revised: 03/01/2022] [Accepted: 03/03/2022] [Indexed: 12/12/2022] Open
Abstract
Head and neck cancer, including oral squamous cell carcinoma (OSCC), is the eighth most common malignancy globally and is characterized by local invasiveness and high nodal metastatic potential. The OSCC incidence is also increasing, and the number of deaths is also rising steadily in Japan. The development of molecular markers to eradicate OSCC is an urgent issue for humankind. The increase in OSCC despite the declining smoking rate may be due to several viral infections through various sexual activities and the involvement of previously unfocused carcinogens, and genetic alterations in individual patients are considered to be more complicated. Given this situation, it is difficult to combat OSCC with conventional radiotherapy and chemotherapy using cell-killing anticancer drugs alone, and the development of precision medicine, which aims to provide tailor-made medicine based on the genetic background of each patient, is gaining attention. In this review article, the current status of the comprehensive search for driver genes and biomarkers in OSCC will be briefly described, and some of the candidates for novel markers of OSCC that were found will be outlined.
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Affiliation(s)
- Tomonori Sasahira
- Department of Molecular Oral Pathology and Oncology, Field of Oncology, Graduate School of Medical and Dental Sciences, Kagoshima University, Kagoshima 890-8544, Japan; (Y.S.); (K.S.)
- Correspondence:
| | - Miyako Kurihara-Shimomura
- Department of Oral and Maxillofacial Surgery, Nara Medical University, Kashihara 634-8521, Japan; (M.K.-S.); (T.K.)
| | - Yudai Shimojjukoku
- Department of Molecular Oral Pathology and Oncology, Field of Oncology, Graduate School of Medical and Dental Sciences, Kagoshima University, Kagoshima 890-8544, Japan; (Y.S.); (K.S.)
| | - Kaori Shima
- Department of Molecular Oral Pathology and Oncology, Field of Oncology, Graduate School of Medical and Dental Sciences, Kagoshima University, Kagoshima 890-8544, Japan; (Y.S.); (K.S.)
| | - Tadaaki Kirita
- Department of Oral and Maxillofacial Surgery, Nara Medical University, Kashihara 634-8521, Japan; (M.K.-S.); (T.K.)
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Mishra V, Singh A, Chen X, Rosenberg AJ, Pearson AT, Zhavoronkov A, Savage PA, Lingen MW, Agrawal N, Izumchenko E. Application of liquid biopsy as multi-functional biomarkers in head and neck cancer. Br J Cancer 2022; 126:361-370. [PMID: 34876674 PMCID: PMC8810877 DOI: 10.1038/s41416-021-01626-0] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2021] [Revised: 10/25/2021] [Accepted: 11/01/2021] [Indexed: 02/06/2023] Open
Abstract
Head and neck squamous cell carcinoma (HNSCC) is a molecularly heterogeneous disease, with a 5-year survival rate that still hovers at ~60% despite recent advancements. The advanced stage upon diagnosis, limited success with effective targeted therapy and lack of reliable biomarkers are among the key factors underlying the marginally improved survival rates over the decades. Prevention, early detection and biomarker-driven treatment adaptation are crucial for timely interventions and improved clinical outcomes. Liquid biopsy, analysis of tumour-specific biomarkers circulating in bodily fluids, is a rapidly evolving field that may play a striking role in optimising patient care. In recent years, significant progress has been made towards advancing liquid biopsies for non-invasive early cancer detection, prognosis, treatment adaptation, monitoring of residual disease and surveillance of recurrence. While these emerging technologies have immense potential to improve patient survival, numerous methodological and biological limitations must be overcome before their implementation into clinical practice. This review outlines the current state of knowledge on various types of liquid biopsies in HNSCC, and their potential applications for diagnosis, prognosis, grading treatment response and post-treatment surveillance. It also discusses challenges associated with the clinical applicability of liquid biopsies and prospects of the optimised approaches in the management of HNSCC.
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Affiliation(s)
- Vasudha Mishra
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, USA
| | - Alka Singh
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, USA
| | - Xiangying Chen
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, USA
| | - Ari J Rosenberg
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, USA
| | - Alexander T Pearson
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, USA
| | | | - Peter A Savage
- Department of Pathology, University of Chicago, Chicago, IL, USA
| | - Mark W Lingen
- Department of Pathology, University of Chicago, Chicago, IL, USA
| | - Nishant Agrawal
- Department of Surgery, Section of Otolaryngology-Head and Neck Surgery, University of Chicago, Chicago, IL, USA.
| | - Evgeny Izumchenko
- Department of Medicine, Section of Hematology and Oncology, University of Chicago, Chicago, IL, USA.
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9
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Chelakkot C, Yang H, Shin YK. Relevance of Circulating Tumor Cells as Predictive Markers for Cancer Incidence and Relapse. Pharmaceuticals (Basel) 2022; 15:75. [PMID: 35056131 PMCID: PMC8781286 DOI: 10.3390/ph15010075] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2021] [Revised: 12/31/2021] [Accepted: 01/03/2022] [Indexed: 02/04/2023] Open
Abstract
Shedding of cancer cells from the primary site or undetectable bone marrow region into the circulatory system, resulting in clinically overt metastasis or dissemination, is the hallmark of unfavorable invasive cancers. The shed cells remain in circulation until they extravasate to form a secondary metastatic lesion or undergo anoikis. The circulating tumor cells (CTCs) found as single cells or clusters carry a plethora of information, are acknowledged as potential biomarkers for predicting cancer prognosis and cancer progression, and are supposed to play key roles in determining tailored therapies for advanced diseases. With the advent of novel technologies that allow the precise isolation of CTCs, more and more clinical trials are focusing on the prognostic and predictive potential of CTCs. In this review, we summarize the role of CTCs as a predictive marker for cancer incidence, relapse, and response to therapy.
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Affiliation(s)
- Chaithanya Chelakkot
- Bio-MAX/N-Bio, Bio-MAX Institute, Seoul National University, Seoul 08226, Korea
- Genobio Corp., Seoul 08394, Korea
| | - Hobin Yang
- Research Institute of Pharmaceutical Science, Department of Pharmacy, College of Pharmacy, Seoul National University, Seoul 08226, Korea
| | - Young Kee Shin
- Bio-MAX/N-Bio, Bio-MAX Institute, Seoul National University, Seoul 08226, Korea
- Research Institute of Pharmaceutical Science, Department of Pharmacy, College of Pharmacy, Seoul National University, Seoul 08226, Korea
- Department of Molecular Medicine and Biopharmaceutical Sciences, Graduate School of Convergence Science and Technology, Seoul National University, Seoul 08226, Korea
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Lin KC, Ting LL, Chang CL, Lu LS, Lee HL, Hsu FC, Chiou JF, Wang PY, Burnouf T, Ho DCY, Yang KC, Chen CY, Chen CH, Wu CZ, Chen YJ. Ex Vivo Expanded Circulating Tumor Cells for Clinical Anti-Cancer Drug Prediction in Patients with Head and Neck Cancer. Cancers (Basel) 2021; 13:cancers13236076. [PMID: 34885184 PMCID: PMC8656523 DOI: 10.3390/cancers13236076] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2021] [Revised: 11/30/2021] [Accepted: 11/30/2021] [Indexed: 11/16/2022] Open
Abstract
Simple Summary The conventional methods that seek to predict clinical treatment response are based on the number of circulating tumor cells (CTCs) present in liquid biopsies or genetic profiling of extracted CTCs. This paper presents a novel process by which CTCs can be extracted from blood samples taken from head and neck cancer patients and then expanded ex vivo to form organoids that can be tested with a panel of anti-cancer treatments. The resulting drug sensitivity profiles derived from cisplatin treatment of organoids were subsequently found to correlate with clinical treatment response to cisplatin in patients. CTCs extracted from liquid biopsies for ex vivo expansion negates the need for complicated and potentially risky biopsies of tumor material, thereby supporting the application of this procedure for checkups and treatment monitoring. Abstract The advanced-stage head and neck cancer (HNC) patients respond poorly to platinum-based treatments. Thus, a reliable pretreatment method for evaluating platinum treatment response would improve therapeutic efficiency and outcomes. This study describes a novel strategy to predict clinical drug responses in HNC patients by using eSelect, a lab-developed biomimetic cell culture system, which enables us to perform ex vivo expansion and drug sensitivity profiling of circulating tumor cells (CTCs). Forty liquid biopsies were collected from HNC patients, and the CTCs were expanded ex vivo using the eSelect system within four weeks. Immunofluorescence staining confirmed that the CTC-derived organoids were positive for EpCAM and negative for CD45. Two illustrative cases present the potential of this strategy for evaluating treatment response. The statistical analysis confirmed that drug sensitivity in CTC-derived organoids was associated with a clinical response. The multivariant logistic regression model predicted that the treatment accuracy of chemotherapy responses achieved 93.75%, and the area under the curves (AUCs) of prediction models was 0.8841 in the whole dataset and 0.9167 in cisplatin specific dataset. In summary, cisplatin sensitivity profiles of patient-derived CTCs expanded ex vivo correlate with a clinical response to cisplatin treatment, and this can potentially underpin predictive assays to guide HNC treatments.
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Affiliation(s)
- Kuan-Chou Lin
- School of Dentistry, College of Oral Medicine, Taipei Medical University, Taipei 110, Taiwan; (K.-C.L.); (D.C.-Y.H.)
- Department of Oral and Maxillofacial Surgery, Wan Fang Hospital, Taipei Medical University, Taipei 116, Taiwan
| | - Lai-Lei Ting
- Department of Radiation Oncology, Taipei Medical University Hospital, Taipei 110, Taiwan; (L.-L.T.); (L.-S.L.); (H.-L.L.); (J.-F.C.)
| | - Chia-Lun Chang
- Department of Hemato-Oncology, Wan Fang Hospital, Taipei Medical University, Taipei 116, Taiwan;
| | - Long-Sheng Lu
- Department of Radiation Oncology, Taipei Medical University Hospital, Taipei 110, Taiwan; (L.-L.T.); (L.-S.L.); (H.-L.L.); (J.-F.C.)
- Graduate Institute of Biomedical Materials and Tissue Engineering, College of Biomedical Engineering, Taipei Medical University, Taipei 110, Taiwan; (T.B.); (K.-C.Y.)
- International Ph.D. Program in Biomedical Engineering, College of Biomedical Engineering, Taipei Medical University, Taipei 110, Taiwan
- TMU Research Center of Cancer Translational Medicine, Taipei Medical University, Taipei 110, Taiwan
| | - Hsin-Lun Lee
- Department of Radiation Oncology, Taipei Medical University Hospital, Taipei 110, Taiwan; (L.-L.T.); (L.-S.L.); (H.-L.L.); (J.-F.C.)
- Department of Radiology, School of Medicine, College of Medicine, Taipei Medical University, Taipei 110, Taiwan
| | - Fang-Chi Hsu
- The Ph.D. Program for Translational Medicine, College of Medical Science and Technology, Taipei Medical University and Academia Sinica, Taipei 110, Taiwan;
| | - Jeng-Fong Chiou
- Department of Radiation Oncology, Taipei Medical University Hospital, Taipei 110, Taiwan; (L.-L.T.); (L.-S.L.); (H.-L.L.); (J.-F.C.)
- TMU Research Center of Cancer Translational Medicine, Taipei Medical University, Taipei 110, Taiwan
- Department of Radiology, School of Medicine, College of Medicine, Taipei Medical University, Taipei 110, Taiwan
| | - Peng-Yuan Wang
- Department of Chemistry and Biotechnology, Swinburne University of Technology, Melbourne 3122, Australia;
| | - Thierry Burnouf
- Graduate Institute of Biomedical Materials and Tissue Engineering, College of Biomedical Engineering, Taipei Medical University, Taipei 110, Taiwan; (T.B.); (K.-C.Y.)
- International Ph.D. Program in Biomedical Engineering, College of Biomedical Engineering, Taipei Medical University, Taipei 110, Taiwan
| | - Dennis Chun-Yu Ho
- School of Dentistry, College of Oral Medicine, Taipei Medical University, Taipei 110, Taiwan; (K.-C.L.); (D.C.-Y.H.)
- Department of Oral and Maxillofacial Surgery, Wan Fang Hospital, Taipei Medical University, Taipei 116, Taiwan
| | - Kai-Chiang Yang
- Graduate Institute of Biomedical Materials and Tissue Engineering, College of Biomedical Engineering, Taipei Medical University, Taipei 110, Taiwan; (T.B.); (K.-C.Y.)
- School of Dental Technology, College of Oral Medicine, Taipei Medical University, Taipei 110, Taiwan
| | - Chang-Yu Chen
- Center for Cancer Research, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02129, USA;
| | - Chu-Huang Chen
- Vascular and Medicinal Research, Texas Heart Institute, Houston, TX 77030, USA;
- Department of Life Innovation, Institute for Biomedical Sciences, Shinshu University, Matsumoto 390-8621, Japan
| | - Ching-Zong Wu
- School of Dentistry, College of Oral Medicine, Taipei Medical University, Taipei 110, Taiwan; (K.-C.L.); (D.C.-Y.H.)
- Department of Dentistry, Taipei Medical University Hospital, Taipei 110, Taiwan
- Department of Dentistry, Lo-Tung Poh-Ai Hospital, Yilan 265, Taiwan
- Correspondence: (C.-Z.W.); (Y.-J.C.)
| | - Yin-Ju Chen
- Graduate Institute of Biomedical Materials and Tissue Engineering, College of Biomedical Engineering, Taipei Medical University, Taipei 110, Taiwan; (T.B.); (K.-C.Y.)
- International Ph.D. Program in Biomedical Engineering, College of Biomedical Engineering, Taipei Medical University, Taipei 110, Taiwan
- TMU Research Center of Cancer Translational Medicine, Taipei Medical University, Taipei 110, Taiwan
- Department of Medical Research, Taipei Medical University Hospital, Taipei 110, Taiwan
- Correspondence: (C.-Z.W.); (Y.-J.C.)
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Obermayr E, Koppensteiner N, Heinzl N, Schuster E, Holzer B, Fabikan H, Weinlinger C, Illini O, Hochmair M, Zeillinger R. Cancer Stem Cell-Like Circulating Tumor Cells Are Prognostic in Non-Small Cell Lung Cancer. J Pers Med 2021; 11:jpm11111225. [PMID: 34834576 PMCID: PMC8620949 DOI: 10.3390/jpm11111225] [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: 10/07/2021] [Revised: 11/12/2021] [Accepted: 11/15/2021] [Indexed: 01/19/2023] Open
Abstract
Despite recent advances in the treatment of non-small cell lung cancer (NSCLC), less than 10% of patients survive the first five years when the disease has already spread at primary diagnosis. Methods: Blood samples were taken from 118 NSCLC patients at primary diagnosis or at progression of the disease before the start of a new treatment line and enriched for circulating tumor cells (CTCs) by microfluidic Parsortix™ (Angle plc, Guildford GU2 7AF, UK) technology. The gene expression of epithelial cancer stem cell (CSC), epithelial to mesenchymal (EMT), and lung-related markers was assessed by qPCR, and the association of each marker with overall survival (OS) was evaluated using log-rank tests. Results: EpCAM was the most prevalent transcript, with 53.7% positive samples at primary diagnosis and 25.6% at recurrence. EpCAM and CK19, as well as NANOG, PROM1, TERT, CDH5, FAM83A, and PTHLH transcripts, were associated with worse OS. However, only the CSC-specific NANOG and PROM1 were related to the outcome both at primary diagnosis (NANOG: HR 3.21, 95%CI 1.02–10.14, p = 0.016; PROM1: HR 4.23, 95% CI 0.65–27.56, p = 0.007) and disease progression (NANOG: HR 4.17, 95%CI 0.72–24.14, p = 0.025; PROM1: HR 4.77, 95% CI 0.29–78.94, p = 0.032). Conclusions: The present study further underlines the relevance of the molecular characterization of CTCs. Our multi-marker analysis highlighted the prognostic value of cancer stem cell-related transcripts at primary diagnosis and disease progression.
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Affiliation(s)
- Eva Obermayr
- Molecular Oncology Group, Department of Obstetrics and Gynecology, Comprehensive Cancer Center, Medical University of Vienna, Waehringer Guertel 18–20, 1090 Vienna, Austria; (N.K.); (N.H.); (E.S.); (B.H.); (R.Z.)
- Correspondence: ; Tel.: +43-14-0400-78270
| | - Nina Koppensteiner
- Molecular Oncology Group, Department of Obstetrics and Gynecology, Comprehensive Cancer Center, Medical University of Vienna, Waehringer Guertel 18–20, 1090 Vienna, Austria; (N.K.); (N.H.); (E.S.); (B.H.); (R.Z.)
| | - Nicole Heinzl
- Molecular Oncology Group, Department of Obstetrics and Gynecology, Comprehensive Cancer Center, Medical University of Vienna, Waehringer Guertel 18–20, 1090 Vienna, Austria; (N.K.); (N.H.); (E.S.); (B.H.); (R.Z.)
| | - Eva Schuster
- Molecular Oncology Group, Department of Obstetrics and Gynecology, Comprehensive Cancer Center, Medical University of Vienna, Waehringer Guertel 18–20, 1090 Vienna, Austria; (N.K.); (N.H.); (E.S.); (B.H.); (R.Z.)
| | - Barbara Holzer
- Molecular Oncology Group, Department of Obstetrics and Gynecology, Comprehensive Cancer Center, Medical University of Vienna, Waehringer Guertel 18–20, 1090 Vienna, Austria; (N.K.); (N.H.); (E.S.); (B.H.); (R.Z.)
| | - Hannah Fabikan
- Department of Respiratory and Critical Care Medicine, Karl Landsteiner Institute of Lung Research and Pulmonary Oncology, Klinik Floridsdorf, Bruenner Strasse 68, 1210 Vienna, Austria; (H.F.); (C.W.); (O.I.); (M.H.)
| | - Christoph Weinlinger
- Department of Respiratory and Critical Care Medicine, Karl Landsteiner Institute of Lung Research and Pulmonary Oncology, Klinik Floridsdorf, Bruenner Strasse 68, 1210 Vienna, Austria; (H.F.); (C.W.); (O.I.); (M.H.)
| | - Oliver Illini
- Department of Respiratory and Critical Care Medicine, Karl Landsteiner Institute of Lung Research and Pulmonary Oncology, Klinik Floridsdorf, Bruenner Strasse 68, 1210 Vienna, Austria; (H.F.); (C.W.); (O.I.); (M.H.)
| | - Maximilian Hochmair
- Department of Respiratory and Critical Care Medicine, Karl Landsteiner Institute of Lung Research and Pulmonary Oncology, Klinik Floridsdorf, Bruenner Strasse 68, 1210 Vienna, Austria; (H.F.); (C.W.); (O.I.); (M.H.)
| | - Robert Zeillinger
- Molecular Oncology Group, Department of Obstetrics and Gynecology, Comprehensive Cancer Center, Medical University of Vienna, Waehringer Guertel 18–20, 1090 Vienna, Austria; (N.K.); (N.H.); (E.S.); (B.H.); (R.Z.)
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12
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Fan X, Ou Y, Liu H, Zhan L, Zhu X, Cheng M, Li Q, Yin D, Liao L. A Ferroptosis-Related Prognostic Signature Based on Antitumor Immunity and Tumor Protein p53 Mutation Exploration for Guiding Treatment in Patients With Head and Neck Squamous Cell Carcinoma. Front Genet 2021; 12:732211. [PMID: 34616431 PMCID: PMC8488345 DOI: 10.3389/fgene.2021.732211] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2021] [Accepted: 08/24/2021] [Indexed: 01/10/2023] Open
Abstract
Background: Due to the lack of accurate guidance of biomarkers, the treatment of head and neck squamous cell carcinoma (HNSCC) has not been ideal. Ferroptosis plays an important role in tumor suppression and treatment of patients. However, tumor protein p53 (TP53) mutation may promote tumor progression through ferroptosis. Therefore, it is particularly important to mine prognostic-related differentially expressed ferroptosis-related genes (PR-DE-FRGs) in HNSCC to construct a prognostic model for accurately guiding clinical treatment. Methods: First, the HNSCC data obtained from The Cancer Genome Atlas (TCGA) was used to identify PR-DE-FRGs for screening candidate genes to construct a prognostic model. We not only used a variety of methods to verify the accuracy of the model for predicting prognosis but also explored the role of ferroptosis in the development of HNSCC from the perspective of the immune microenvironment and mutation. Finally, we explored the correlation between the prognostic model and clinical treatment and drew a high-precision nomogram to predict the prognosis. Results: Seventeen of the 29 PR-DE-FRGs were selected to construct a prognostic model with good predictive performance. Patients in the low-risk group were found to have a greater number of CD8 + T cells, follicular helper T cells, regulatory T cells, mast cells, T-cell costimulations, and type II interferon responses. A higher tumor mutation burden (TMB) was observed in the low-risk group and was associated with a better prognosis. A higher risk score was found in the TP53 mutation group and was associated with a worse prognosis. The risk score is closely related to the expression of immune checkpoint inhibitors (ICIs)-related genes such as PD-L1 and the IC50 of six chemotherapeutic drugs. The nomogram we constructed performs well in predicting prognosis. Conclusion: Ferroptosis may participate in the progression of HNSCC through the immune microenvironment and TP53 mutation. The model we built can be used as an effective predictor of immunotherapy and chemotherapy effects and prognosis of HNSCC patients.
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Affiliation(s)
- Xin Fan
- The Affiliated Stomatological Hospital of Nanchang University, Nanchang, China.,The Key Laboratory of Oral Biomedicine, Jiangxi Province, Nanchang, China
| | - YangShaobo Ou
- The Affiliated Stomatological Hospital of Nanchang University, Nanchang, China.,The Key Laboratory of Oral Biomedicine, Jiangxi Province, Nanchang, China
| | - Huijie Liu
- The Affiliated Stomatological Hospital of Nanchang University, Nanchang, China.,The Key Laboratory of Oral Biomedicine, Jiangxi Province, Nanchang, China
| | | | - Xingrong Zhu
- The Affiliated Stomatological Hospital of Nanchang University, Nanchang, China.,The Key Laboratory of Oral Biomedicine, Jiangxi Province, Nanchang, China
| | - Mingyang Cheng
- The Affiliated Stomatological Hospital of Nanchang University, Nanchang, China.,The Key Laboratory of Oral Biomedicine, Jiangxi Province, Nanchang, China
| | - Qun Li
- The Affiliated Stomatological Hospital of Nanchang University, Nanchang, China.,The Key Laboratory of Oral Biomedicine, Jiangxi Province, Nanchang, China
| | - Dongmei Yin
- The Affiliated Stomatological Hospital of Nanchang University, Nanchang, China.,The Key Laboratory of Oral Biomedicine, Jiangxi Province, Nanchang, China
| | - Lan Liao
- The Affiliated Stomatological Hospital of Nanchang University, Nanchang, China.,The Key Laboratory of Oral Biomedicine, Jiangxi Province, Nanchang, China
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13
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Ouyang Y, Liu W, Zhang N, Yang X, Li J, Long S. Prognostic significance of programmed cell death-ligand 1 expression on circulating tumor cells in various cancers: A systematic review and meta-analysis. Cancer Med 2021; 10:7021-7039. [PMID: 34423578 PMCID: PMC8525108 DOI: 10.1002/cam4.4236] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2021] [Revised: 08/03/2021] [Accepted: 08/10/2021] [Indexed: 12/14/2022] Open
Abstract
Background The prognostic significance of programmed cell death‐ligand 1 (PD‐L1) expression on circulating tumor cells (CTCs) has been explored but is still in controversy. We performed, for the first time, a meta‐analysis to systematically evaluate its prognostic value in human cancers. Methods Literature databases were searched for eligible studies prior to June 30, 2021. The pooled hazard ratios (HRs) and 95% confidence intervals (95% CIs) were calculated for the associations of pre‐treatment and post‐treatment PD‐L1+ CTCs with progression‐free survival (PFS) and overall survival (OS). Subgroup analyses with regards to cancer type, treatment, CTC enrichment method, PD‐L1 detection method, cut‐off, and specifically the comparison model were performed. Results We included 30 eligible studies (32 cohorts, 1419 cancer patients) in our analysis. Pre‐treatment PD‐L1+ CTCs detected by immunofluorescence (IF) tended to predict better PFS (HR = 0.55, 95% CI 0.28–1.08, p = 0.084) and OS (HR = 0.61, 95% CI 0.36–1.04, p = 0.067) for immune checkpoint inhibitor (ICI) treatment, but were significantly associated with unfavorable survival for non‐ICI therapies (PFS: HR = 1.85, 95% CI 1.21–2.85, p = 0.005; OS: HR = 2.44, 95% CI 1.69–3.51, p < 0.001). Post‐treatment PD‐L1+ CTCs predicted markedly worse PFS and OS. The prognostic value was obviously modulated by comparison models. Among patients with detectable CTCs, PD‐L1+ individuals had comparable survival to PD‐L1− individuals, except ICI treatment for which PD‐L1+ may predict better PFS (HR = 0.42, 95% CI 0.17–1.06, p = 0.067). Patients with PD‐L1+ CTCs had worse survival prognosis compared to those without PD‐L1+ CTCs in overall analysis (PFS: HR = 2.10, 95% CI 1.59–2.77, p < 0.001; OS: HR = 2.55, 95% CI 1.70–3.81, p < 0.001) and in most subgroups. Conclusions Our analysis demonstrated that PD‐L1 positive expression on CTCs predicted better survival prognosis for ICI treatment but worse survival for other therapies, which thus can be potentially used as a prognostic marker of malignant tumor treatment. However, the prognostic value of PD‐L1+ CTCs for ICI treatment needs validation by more large‐scale studies in the future.
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Affiliation(s)
- Yushu Ouyang
- Department of Intervention, The Second Clinical Medical College of Guangzhou University of Chinese Medicine, Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, China
| | - Wendao Liu
- Department of Intervention, The Second Clinical Medical College of Guangzhou University of Chinese Medicine, Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, China
| | - Ningning Zhang
- Department of Oncology, Heping Hospital Affiliated to Changzhi Medical College, Changzhi, China
| | - Xiaobing Yang
- Department of Oncology, The Second Clinical Medical College of Guangzhou University of Chinese Medicine, Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, China
| | - Jinwei Li
- Department of Intervention, The Second Clinical Medical College of Guangzhou University of Chinese Medicine, Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, China
| | - Shunqin Long
- Department of Oncology, The Second Clinical Medical College of Guangzhou University of Chinese Medicine, Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, China
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