1
|
Fina E, Vitale E, De Summa S, Gadaleta-Caldarola G, Tommasi S, Massafra R, Brunetti O, Rizzo A. Liquid biopsy for guiding breast cancer immunotherapy. Immunotherapy 2025; 17:369-383. [PMID: 40083311 PMCID: PMC12045575 DOI: 10.1080/1750743x.2025.2479426] [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: 10/27/2024] [Accepted: 03/11/2025] [Indexed: 03/16/2025] Open
Abstract
Liquid biopsy is a laboratory test used to detect and analyze circulating tumor cells (CTCs), circulating tumor DNA (ctDNA), and other tumor-derived components, in a blood sample. In the context of breast cancer (BC), liquid biopsies hold significant promise for guiding the use of immune checkpoint inhibitors and immune-based combinations, offering real-time insights into tumor dynamics, treatment response, and resistance mechanisms. This review explores the role of liquid biopsy in BC immunotherapy, focusing on its applications, benefits, issues, and current and future research directions.
Collapse
Affiliation(s)
- Emanuela Fina
- Thoracic Surgery Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Elsa Vitale
- Scientific Directorate, IRCCS Istituto Tumori “Giovanni Paolo II, Bari, Italy
| | - Simona De Summa
- Unità di Diagnostica Molecolare e Farmacogenetica, IRCCS Istituto Tumori Giovanni Paolo II Bari, Bari, Italy
| | | | - Stefania Tommasi
- Unità di Diagnostica Molecolare e Farmacogenetica, IRCCS Istituto Tumori Giovanni Paolo II Bari, Bari, Italy
| | - Raffaella Massafra
- Scientific Directorate, IRCCS Istituto Tumori “Giovanni Paolo II, Bari, Italy
| | - Oronzo Brunetti
- S.S.D. C.O.r.O. Bed Management Presa in Carico, TDM, IRCCS Istituto Tumori “Giovanni Paolo II, Bari, Italy
| | - Alessandro Rizzo
- S.S.D. C.O.r.O. Bed Management Presa in Carico, TDM, IRCCS Istituto Tumori “Giovanni Paolo II, Bari, Italy
| |
Collapse
|
2
|
Parisi FM, Lentini M, Chiesa-Estomba CM, Mayo-Yanez M, Leichen JR, White M, Giurdanella G, Cocuzza S, Bianco MR, Fakhry N, Maniaci A. Liquid Biopsy in HPV-Associated Head and Neck Cancer: A Comprehensive Review. Cancers (Basel) 2025; 17:977. [PMID: 40149311 PMCID: PMC11940600 DOI: 10.3390/cancers17060977] [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: 01/24/2025] [Revised: 02/25/2025] [Accepted: 03/11/2025] [Indexed: 03/29/2025] Open
Abstract
Objectives: Head and neck squamous cell carcinoma (HNSCC) is the sixth most common cancer globally, with HPV-positive cases emerging as a distinct subtype with unique clinical and molecular characteristics. Current diagnostic methods, including tissue biopsy and imaging, face limitations in terms of invasiveness, static disease assessment, and difficulty in distinguishing recurrence from treatment-related changes. This review aimed to assess the potential of liquid biopsy as a minimally invasive tool for the diagnosis, treatment monitoring, and surveillance of HPV-associated HNSCC. Methods: This systematic review analyzed literature from PubMed/MEDLINE, Embase, and Web of Science, focusing on original research and reviews related to liquid biopsy applications in HPV-positive HNSCC. Included studies were evaluated based on the robustness of the study design, clinical relevance, and analytical performance of liquid biopsy technologies. Biomarker types, detection methods, and implementation strategies were assessed to identify advancements and challenges in this field. Results: Liquid biopsy technologies, including circulating HPV DNA, ctDNA, and extracellular vesicles, demonstrated high sensitivity (90-95%) and specificity (>98%) in detecting HPV-positive HNSCC. These methods enabled real-time monitoring of tumor dynamics, early detection of recurrence, and insights into treatment resistance. Longitudinal analysis revealed that biomarker clearance during treatment correlates strongly with patient outcomes. Conclusions: Liquid biopsy is a transformative diagnostic and monitoring tool for HPV-associated HNSCC, offering minimally invasive, real-time insights into tumor biology. While challenges remain in standardization and clinical implementation, ongoing research and technological innovations hold promise for integrating liquid biopsy into personalized cancer care, ultimately improving patient outcomes.
Collapse
Affiliation(s)
- Federica Maria Parisi
- Department of Medical and Surgical Sciences and Advanced Technologies “G.F. Ingrassia”, ENT Section, University of Catania, 95125 Catania, Italy; (F.M.P.); (S.C.)
| | - Mario Lentini
- Department of Otolaryngology, ASP 7, Ragusa Hospital, 97100 Ragusa, Italy
| | - Carlos M. Chiesa-Estomba
- Department of Otorhinolaryngology-Head and Neck Surgery, Hospital Universitario Donostia, 20001 San Sebastian, Spain
| | - Miguel Mayo-Yanez
- Otorhinolaryngology-Head and Neck Surgery Department, Complexo Hospitalario Universitario A Coruña (CHUAC), 15006 La Coruña, Spain;
- Otorhinolaryngology-Head and Neck Surgery Department, Hospital San Rafael (HSR) de A Coruña, 15006 La Coruña, Spain
- Otorhinolaryngology-Head and Neck Surgery Research Group, Institute of Biomedical Research of A Coruña, (INIBIC), Complexo Hospitalario Universitario de A Corñna (CHUAC), Universidade da Corñna (UDC), 15494 La Coruña, Spain
| | - Jerome R. Leichen
- Department of Human Anatomy and Experimental Oncology, UMONS Research Institute for Health Sciences and Technology, University of Mons (UMons), 7011 Mons, Belgium;
| | - Matthew White
- Division of Otorhinolaryngology, Head and Neck Surgery, University of Cape Town, Cape Town 8001, South Africa;
| | - Giovanni Giurdanella
- Department of Medicine and Surgery, University of Enna “Kore”, 94100 Enna, Italy;
| | - Salvatore Cocuzza
- Department of Medical and Surgical Sciences and Advanced Technologies “G.F. Ingrassia”, ENT Section, University of Catania, 95125 Catania, Italy; (F.M.P.); (S.C.)
| | - Maria Rita Bianco
- Otolaryngology-Department of Health Science, University of Catanzaro, 88100 Catanzaro, Italy;
| | - Nicolas Fakhry
- Department of Oto-Rhino-Laryngology Head and Neck Surgery, La Conception University Hospital, AP-HM, Aix Marseille Université, 13006 Marseille, France;
| | - Antonino Maniaci
- Department of Medicine and Surgery, University of Enna “Kore”, 94100 Enna, Italy;
| |
Collapse
|
3
|
Zhou H, Zheng Z, Fan C, Zhou Z. Mechanisms and strategies of immunosenescence effects on non-small cell lung cancer (NSCLC) treatment: A comprehensive analysis and future directions. Semin Cancer Biol 2025; 109:44-66. [PMID: 39793777 DOI: 10.1016/j.semcancer.2025.01.001] [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: 09/20/2024] [Revised: 12/29/2024] [Accepted: 01/02/2025] [Indexed: 01/13/2025]
Abstract
Non-small cell lung cancer (NSCLC), the most prevalent form of lung cancer, remains a leading cause of cancer-related mortality worldwide, particularly among elderly individuals. The phenomenon of immunosenescence, characterized by the progressive decline in immune cell functionality with aging, plays a pivotal role in NSCLC progression and contributes to the diminished efficacy of therapeutic interventions in older patients. Immunosenescence manifests through impaired immune surveillance, reduced cytotoxic responses, and increased chronic inflammation, collectively fostering a pro-tumorigenic microenvironment. This review provides a comprehensive analysis of the molecular, cellular, and genetic mechanisms of immunosenescence and its impact on immune surveillance and the tumor microenvironment (TME) in NSCLC. We explore how aging affects various immune cells, including T cells, B cells, NK cells, and macrophages, and how these changes compromise the immune system's ability to detect and eliminate tumor cells. Furthermore, we address the challenges posed by immunosenescence to current therapeutic strategies, particularly immunotherapy, which faces significant hurdles in elderly patients due to immune dysfunction. The review highlights emerging technologies, such as single-cell sequencing and CRISPR-Cas9, which offer new insights into immunosenescence and its potential as a therapeutic target. Finally, we outline future research directions, including strategies for rejuvenating the aging immune system and optimizing immunotherapy for older NSCLC patients, with the goal of improving treatment efficacy and survival outcomes. These efforts hold promise for the development of more effective, personalized therapies for elderly patients with NSCLC.
Collapse
Affiliation(s)
- Huatao Zhou
- Department of Cardiovascular Surgery, The Second Xiangya Hospital, Central South University, Middle Renmin Road 139, Changsha 410011, China
| | - Zilong Zheng
- Department of Cardiovascular Surgery, The Second Xiangya Hospital, Central South University, Middle Renmin Road 139, Changsha 410011, China
| | - Chengming Fan
- Department of Cardiovascular Surgery, The Second Xiangya Hospital, Central South University, Middle Renmin Road 139, Changsha 410011, China.
| | - Zijing Zhou
- Department of Pulmonary and Critical Care Medicine, the Second Xiangya Hospital, Central South University, Middle Renmin Road 139, Changsha 410011, China.
| |
Collapse
|
4
|
Ding H, Yuan M, Yang Y, Xu XS. Longitudinal genomic profiling using liquid biopsies in metastatic nonsquamous NSCLC following first line immunotherapy. NPJ Precis Oncol 2025; 9:5. [PMID: 39779891 PMCID: PMC11711381 DOI: 10.1038/s41698-024-00797-2] [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: 04/04/2024] [Accepted: 12/27/2024] [Indexed: 01/11/2025] Open
Abstract
Tumor genomic profiling is often limited to one or two timepoints due to the invasiveness of tissue biopsies, but longitudinal profiling may provide deeper clinical insights. Using ctDNA data from IMpower150 study, we examined genetic changes in metastatic non-squamous NSCLC post-first-line immunotherapy. Mutations were most frequently detected in TP53, KRAS, SPTA1, FAT3, and LRP1B at baseline and during treatment. Mutation levels rose prior to radiographic progression in most progressing patients, with specific mutations (SPTA1, STK11, KEAP1, SMARCA4, TBX3, CDH2, and MLL3) significantly enriched in those with progression or nondurable response. However, ctDNA's role in detecting hyperprogression and pseudoprogression remains uncertain. STK11, SMARCA4, KRAS, SLT2, and KEAP1 mutations showed the strongest correlation with poorer overall survival, while SMARCA4, STK11, SPTA1, TBX3, and KEAP1 mutations correlated with shorter progression-free survival. Overall, longitudinal liquid biopsy profiling provided valuable insights into lung cancer biology post-immunotherapy, potentially guiding personalized therapies and future drug development.
Collapse
Affiliation(s)
- Haolun Ding
- Department of Statistics and Finance, School of Management, University of Science and Technology of China, Hefei, Anhui, China
| | - Min Yuan
- Department of Health Data Science, Anhui Medical University, Hefei, Anhui, China.
| | - Yaning Yang
- Department of Statistics and Finance, School of Management, University of Science and Technology of China, Hefei, Anhui, China
| | - Xu Steven Xu
- Clinical Pharmacology and Quantitative Science, Genmab Inc, Princeton, NJ, USA.
| |
Collapse
|
5
|
Guo C, Ding R, Zhao Z, Guo J, Li F. Enrichment Strategies for Low-Abundant Single Nucleotide Mutations. Chemistry 2025; 31:e202402872. [PMID: 39448543 DOI: 10.1002/chem.202402872] [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: 07/30/2024] [Revised: 10/20/2024] [Accepted: 10/24/2024] [Indexed: 10/26/2024]
Abstract
Over the past three decades, significant advancements have been made in mutation enrichment methods, driven by the increasing need for precise and efficient identification of rare genetic variants associated with diseases. Mutation-enrichment methods have emerged to boost sensitivity and enable easy detection of low-frequency mutations. These methods are crucial in genomics research and clinical diagnostics, allowing for the detection of low-frequency mutations within large genomic datasets. This review presents a summary of technological developments in rare mutation enrichment and emphasizes their mechanisms and applications in liquid biopsies.
Collapse
Affiliation(s)
- Chen Guo
- Key Laboratory of Green Chemistry and Technology of Ministry of Education, College of Chemistry, Sichuan University, Chengdu, Sichuan, 610064, China
| | - Ruolin Ding
- State Key Laboratory of Oral Diseases & National Center for Stomatology & National Clinical Research Center for Oral Diseases West China Hospital of Stomatology, Sichuan University, Chengdu, Sichuan, 610064, China
| | - Zhihe Zhao
- State Key Laboratory of Oral Diseases & National Center for Stomatology & National Clinical Research Center for Oral Diseases West China Hospital of Stomatology, Sichuan University, Chengdu, Sichuan, 610064, China
| | - Jian Guo
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, Sichuan, 610064, China
| | - Feng Li
- Key Laboratory of Green Chemistry and Technology of Ministry of Education, College of Chemistry, Sichuan University, Chengdu, Sichuan, 610064, China
| |
Collapse
|
6
|
Orhan A, Justesen TF, Raskov H, Qvortrup C, Gögenur I. Introducing Neoadjuvant Immunotherapy for Colorectal Cancer: Advancing the Frontier. Ann Surg 2025; 281:95-104. [PMID: 39005208 DOI: 10.1097/sla.0000000000006443] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/16/2024]
Abstract
OBJECTIVE To give surgeons a review of the current and future use of neoadjuvant immunotherapy in patients with localized colorectal cancer (CRC). BACKGROUND Immunotherapy has revolutionized the standard of care in oncology and improved survival outcomes in several cancers. However, the applicability of immunotherapy is still an ongoing challenge. Some cancer types are less responsive to immunotherapy, and the heterogeneity in responses within cancer types is poorly understood. Clinical characteristics of the patient, the timing of immunotherapy in relation to surgery, diversities in the immune responses, clonal heterogeneity, different features of the tumor microenvironment, and genetic alterations are some factors among many that may influence the efficacy of immunotherapy. RESULTS In this narrative review, we describe the major types of immunotherapy used to treat localized CRC. Furthermore, we discuss the prediction of response to immunotherapy in relation to biomarkers and radiologic assessment. Finally, we consider the future perspectives of clinical implications and response patterns, as well as the potential and challenges of neoadjuvant immunotherapy in localized CRC. CONCLUSIONS Establishing mismatch repair (MMR) status at the time of diagnosis is central to the potential use of neoadjuvant immunotherapy, in particular immune checkpoint inhibitors, in localized CRC. To date, efficacy is primarily seen in patients with deficient MMR status and polymerase epsilon mutations, although a small group of patients with proficient MMR does respond. In conclusion, neoadjuvant immunotherapy shows promising complete response rates, which may open a future avenue of an organ-sparing watch-and-wait approach for a group of patients.
Collapse
Affiliation(s)
- Adile Orhan
- Department of Surgery, Center for Surgical Science, Zealand University Hospital, Køge, Denmark
| | - Tobias F Justesen
- Department of Surgery, Center for Surgical Science, Zealand University Hospital, Køge, Denmark
| | - Hans Raskov
- Department of Surgery, Center for Surgical Science, Zealand University Hospital, Køge, Denmark
| | - Camilla Qvortrup
- Department of Clinical Oncology, Rigshospitalet, Copenhagen, Denmark
| | - Ismail Gögenur
- Department of Surgery, Center for Surgical Science, Zealand University Hospital, Køge, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| |
Collapse
|
7
|
Ai X, Jia B, He Z, Zhang J, Zhuo M, Zhao J, Wang Z, Zhang J, Fan Z, Zhang X, Li C, Jin F, Li Z, Ma X, Tang H, Yan X, Li W, Xiong Y, Yin H, Chen R, Lu S. Noninvasive early identification of durable clinical benefit from immune checkpoint inhibition: a prospective multicenter study (NCT04566432). Signal Transduct Target Ther 2024; 9:350. [PMID: 39676097 DOI: 10.1038/s41392-024-02060-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2024] [Revised: 11/08/2024] [Accepted: 11/12/2024] [Indexed: 12/17/2024] Open
Abstract
Immune checkpoint inhibitors (ICIs) have changed the treatment landscape for patients with non-small cell lung cancer (NSCLC). In spite of durable responses in some patients, many patients develop early disease progression during the ICI treatment. Thus, early identification of patients with no durable benefit would facilitate the clinical decision for these patients. In this prospective, multicenter study, 101 non-EGFR/ALK patients who received ICI treatment were enrolled after screening 328 stage III-IV NSCLC patients. At the date of cutoff, 83 patients were eligible for ICI efficacy evaluation, with 56 patients having progress-free survival (PFS) over 6 months, which was defined as durable clinical benefit (DCB). A multimodal model was established by integrating normalized bTMB, early dynamic of ctDNA and the first RECIST response. This model could robustly predict DCB with area under the curve (AUC) of 0.878, sensitivity of 79.2% at 86.4% specificity (accuracy = 80.0%). This model was further validated in the independent cohort of the DIREct-On study with AUC of 0.887, sensitivity of 94.7% at 85.3% specificity (accuracy = 90.3%). Patients with higher predict scores had substantially longer PFS than those with lower scores (training cohort: median PFS 13.6 vs 4.2 months, P < 0.001, HR = 0.24; validation cohort: median PFS 11.0 vs 2.2 months, P < 0.001, HR = 0.17). Taken together, these results demonstrate that integrating early changes of ctDNA, normalized bTMB, and the first RECIST response can provide accurate, noninvasive, and early prediction of durable benefits for NSCLC patients treated with ICIs. Further prospective studies are warranted to validate these findings and guide clinical decision-making for optimal immunotherapy in NSCLC patients.
Collapse
Affiliation(s)
- Xinghao Ai
- Shanghai Lung Cancer Center, Shanghai Chest Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Bo Jia
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education / Beijing), Department of Thoracic Medical Oncology, Peking University Cancer Hospital & Institute, Beijing, China
| | - Zhiyi He
- Department of Pulmonary and Critical Care Medicine, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Junping Zhang
- Department of Thoracic Oncology, Cancer Center, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Taiyuan, China
| | - Minglei Zhuo
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education / Beijing), Department of Thoracic Medical Oncology, Peking University Cancer Hospital & Institute, Beijing, China
| | - Jun Zhao
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education / Beijing), Department of Thoracic Medical Oncology, Peking University Cancer Hospital & Institute, Beijing, China
| | - Zhe Wang
- Department of Thoracic Surgery, National Cancer Center / National Clinical Research Center for Cancer / Cancer Hospital & Shenzhen Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Shenzhen, China
| | - Jiexia Zhang
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Zaiwen Fan
- Department of Pulmonary and Critical Care Medicine, Air Force Medical Center, PLA, Beijing, China
| | - Xiaotong Zhang
- Department of Pulmonary and Critical Care Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
| | - Chong Li
- Department of Pulmonary and Critical Care Medicine, Third Affiliated Hospital of Soochow University, First People's Hospital of Changzhou, Changzhou, China
| | - Feng Jin
- Oncology Department, Qianjiang National Hospital, Chongqing, China
| | - Ziming Li
- Shanghai Lung Cancer Center, Shanghai Chest Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xia Ma
- Department of Respiratory and Critical Care Medicine, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Hao Tang
- Department of Respiratory and Critical Care Medicine, Shanghai Changzheng Hospital, Naval Medical University, Shanghai, China
| | - Xiang Yan
- Department of Thoracic Surgery, Peking University People's hospital, Beijing, China
| | - Wei Li
- Department of Respiratory and Critical Care Medicine, Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | | | - Huan Yin
- GenePlus-Beijing, Beijing, China
| | | | - Shun Lu
- Shanghai Lung Cancer Center, Shanghai Chest Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
| |
Collapse
|
8
|
Jin M, Fang J, Peng J, Wang X, Xing P, Jia K, Hu J, Wang D, Ding Y, Wang X, Li W, Chen Z. PD-1/PD-L1 immune checkpoint blockade in breast cancer: research insights and sensitization strategies. Mol Cancer 2024; 23:266. [PMID: 39614285 PMCID: PMC11605969 DOI: 10.1186/s12943-024-02176-8] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2024] [Accepted: 11/13/2024] [Indexed: 12/01/2024] Open
Abstract
Immunotherapy targeting programmed cell death-1 (PD-1) and PD-L1 immune checkpoints has reshaped treatment paradigms across several cancers, including breast cancer. Combining PD-1/PD-L1 immune checkpoint blockade (ICB) with chemotherapy has shown promising efficacy in both early and metastatic triple-negative breast cancer, although only a subset of patients experiences durable responses. Identifying responders and optimizing immune drug selection are therefore critical. The effectiveness of PD-1/PD-L1 immunotherapy depends on both tumor-intrinsic factors and the extrinsic cell-cell interactions within the tumor microenvironment (TME). This review systematically summarizes the key findings from clinical trials of ICBs in breast cancer and examines the mechanisms underlying PD-L1 expression regulation. We also highlight recent advances in identifying potential biomarkers for PD-1/PD-L1 therapy and emerging evidence of TME alterations following treatment. Among these, the quantity, immunophenotype, and spatial distribution of tumor-infiltrating lymphocytes stand out as promising biomarkers. Additionally, we explore strategies to enhance the effectiveness of ICBs in breast cancer, aiming to support the development of personalized treatment approaches tailored to the unique characteristics of each patient's tumor.
Collapse
Affiliation(s)
- Menglei Jin
- Department of Breast Surgery (Surgical Oncology), Second Affiliated Hospital, Zhejiang University School of Medicine, 88 Jiefang Road, Hangzhou, Zhejiang, China
- Key Laboratory of Tumor Microenvironment and Immune Therapy of Zhejiang Province, Hangzhou, China
| | - Jun Fang
- Department of Radiation Oncology, Zhejiang Cancer Hospital, Hangzhou, Zhejiang, China
| | - Junwen Peng
- Department of General Surgery, The First People's Hospital of Jiande, Hangzhou, China
| | - Xintian Wang
- Department of General Surgery, The Second People's Hospital of Tongxiang, Jiaxing, Zhejiang, China
| | - Ping Xing
- Department of Breast Surgery (Surgical Oncology), Second Affiliated Hospital, Zhejiang University School of Medicine, 88 Jiefang Road, Hangzhou, Zhejiang, China
- Key Laboratory of Tumor Microenvironment and Immune Therapy of Zhejiang Province, Hangzhou, China
| | - Kunpeng Jia
- Department of Breast Surgery (Surgical Oncology), Second Affiliated Hospital, Zhejiang University School of Medicine, 88 Jiefang Road, Hangzhou, Zhejiang, China
- Key Laboratory of Tumor Microenvironment and Immune Therapy of Zhejiang Province, Hangzhou, China
| | - Jianming Hu
- Department of Breast Surgery (Surgical Oncology), Second Affiliated Hospital, Zhejiang University School of Medicine, 88 Jiefang Road, Hangzhou, Zhejiang, China
- Key Laboratory of Tumor Microenvironment and Immune Therapy of Zhejiang Province, Hangzhou, China
| | - Danting Wang
- Department of Breast Surgery (Surgical Oncology), Second Affiliated Hospital, Zhejiang University School of Medicine, 88 Jiefang Road, Hangzhou, Zhejiang, China
- Key Laboratory of Tumor Microenvironment and Immune Therapy of Zhejiang Province, Hangzhou, China
| | - Yuxin Ding
- Department of Breast Surgery (Surgical Oncology), Second Affiliated Hospital, Zhejiang University School of Medicine, 88 Jiefang Road, Hangzhou, Zhejiang, China
- Key Laboratory of Tumor Microenvironment and Immune Therapy of Zhejiang Province, Hangzhou, China
| | - Xinyu Wang
- Department of Radiation Oncology, Zhejiang Cancer Hospital, Hangzhou, Zhejiang, China
| | - Wenlu Li
- Key Laboratory of Neuropharmacology and Translational Medicine of Zhejiang Province, School of Pharmaceutical Sciences, Zhejiang Chinese Medical University, Hangzhou, 310053, China.
| | - Zhigang Chen
- Department of Breast Surgery (Surgical Oncology), Second Affiliated Hospital, Zhejiang University School of Medicine, 88 Jiefang Road, Hangzhou, Zhejiang, China.
- Key Laboratory of Tumor Microenvironment and Immune Therapy of Zhejiang Province, Hangzhou, China.
| |
Collapse
|
9
|
Li S, Yuan T, Yuan J, Zhu B, Chen D. Opportunities and challenges of using circulating tumor DNA to predict lung cancer immunotherapy efficacy. J Cancer Res Clin Oncol 2024; 150:501. [PMID: 39545998 PMCID: PMC11568038 DOI: 10.1007/s00432-024-06030-8] [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: 02/27/2024] [Accepted: 11/07/2024] [Indexed: 11/17/2024]
Abstract
Immune checkpoint inhibitors (ICIs), particularly anti-programmed death 1 (PD-1)/ programmed death ligand 1 (PD-L1) antibodies, have led to significant progress in lung cancer treatment. However, only a minority of patients have responses to these therapies. Detecting peripheral blood of circulating tumor DNA (ctDNA) allows minimally invasive diagnosis, characterization, and monitoring of lung cancer. ctDNA has potential to be a prognostic biomarker and a predictor of the response to ICI therapy since it can indicate the genomic status and tumor burden. Recent studies on lung cancer have shown that pretreatment ctDNA analysis can detect residual proliferative disease in the adjuvant immunotherapy setting and evaluate tumor burden in patients with metastatic disease. Early ctDNA dynamics can not only predict the clinical outcome of ICI therapy but also help distinguish between pseudoprogression and real progression. Furthermore, in addition to quantitative assessment, ctDNA can also detect genetic predictors of response to ICI therapy. However, barriers still exist in the application of ctDNA analysis in clinical lung cancer treatment. The predictive value of ctDNA in lung cancer immunotherapy requires further identification and resolution of these challenges. This review aims to summarize the existing data of ctDNA analysis in patients receiving immunotherapy for lung cancer, understand the limitations of clinical treatment, and discuss future research directions.
Collapse
Affiliation(s)
- Shanshan Li
- School of Pharmacy and Bioengineering, Chongqing University of Technology, Chongqing, 400054, China
- Institute of Cancer, Xinqiao Hospital, Third Military Medical University, Chongqing, 400037, China
| | - Ting Yuan
- Institute of Cancer, Xinqiao Hospital, Third Military Medical University, Chongqing, 400037, China
| | - Jing Yuan
- Center for Joint Surgery, Department of Orthopedic Surgery, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, 400010, China
| | - Bo Zhu
- Institute of Cancer, Xinqiao Hospital, Third Military Medical University, Chongqing, 400037, China.
- Chongqing Key Laboratory of Immunotherapy, Xinqiao Hospital, Third Military Medical University, Chongqing, 400037, China.
| | - Degao Chen
- Institute of Cancer, Xinqiao Hospital, Third Military Medical University, Chongqing, 400037, China.
- Chongqing Key Laboratory of Immunotherapy, Xinqiao Hospital, Third Military Medical University, Chongqing, 400037, China.
| |
Collapse
|
10
|
Rodrigues M, Ramtohul T, Rampanou A, Sandoval JL, Houy A, Servois V, Mailly-Giacchetti L, Pierron G, Vincent-Salomon A, Cassoux N, Mariani P, Dutriaux C, Pracht M, Ryckewaert T, Kurtz JE, Roman-Roman S, Piperno-Neumann S, Bidard FC, Stern MH, Renault S. Prospective assessment of circulating tumor DNA in patients with metastatic uveal melanoma treated with tebentafusp. Nat Commun 2024; 15:8851. [PMID: 39402032 PMCID: PMC11473804 DOI: 10.1038/s41467-024-53145-0] [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: 03/05/2024] [Accepted: 09/30/2024] [Indexed: 10/17/2024] Open
Abstract
Tebentafusp, a bispecific immune therapy, is the only drug that demonstrated an overall survival benefit in patients with metastatic uveal melanoma (MUM). Circulating tumor DNA (ctDNA) has emerged as a potential prognostic and predictive marker in the phase 3 IMCgp100-202 trial using multiplex PCR-based next-generation sequencing (NGS). In this study (NCT02866149), ctDNA dynamics were assessed using droplet digital PCR (ddPCR) in 69 MUM patients undergoing tebentafusp treatment. Notably, 61% of patients exhibited detectable ctDNA before treatment initiation, which was associated with shorter overall survival (median 12.9 months versus 40.5 months for patients with undetectable ctDNA; p < 0.001). Patients manifesting a 90% or greater reduction in ctDNA levels at 12 weeks demonstrated markedly prolonged overall survival (median 21.2 months versus 12.9 months; p = 0.02). Our findings highlight the potential of ddPCR-based ctDNA monitoring as an economical, pragmatic and informative approach in MUM management, offering valuable insights into treatment response and prognosis.
Collapse
Affiliation(s)
- Manuel Rodrigues
- Department of Medical Oncology, Institut Curie, Paris and Saint Cloud, France
- Inserm U830, DNA Repair and Uveal Melanoma (D.R.U.M.) team, Institut Curie, PSL Research University, Paris, France
| | - Toulsie Ramtohul
- Department of Radiology, Institut Curie, PSL Research University, Paris, France
| | - Aurore Rampanou
- Circulating Tumor Biomarkers Laboratory, Inserm CIC-BT 1428, Department of Translational Research, Institut Curie, Paris, France
| | - José Luis Sandoval
- Circulating Tumor Biomarkers Laboratory, Inserm CIC-BT 1428, Department of Translational Research, Institut Curie, Paris, France
| | - Alexandre Houy
- Inserm U830, DNA Repair and Uveal Melanoma (D.R.U.M.) team, Institut Curie, PSL Research University, Paris, France
| | - Vincent Servois
- Department of Radiology, Institut Curie, PSL Research University, Paris, France
| | - Léah Mailly-Giacchetti
- Inserm U830, DNA Repair and Uveal Melanoma (D.R.U.M.) team, Institut Curie, PSL Research University, Paris, France
| | - Gaelle Pierron
- Somatic Genetic Unit, Department of Genetics, Institut Curie, PSL Research University, Paris, France
| | | | - Nathalie Cassoux
- Department of Surgical Oncology, Institut Curie, PSL Research University, Paris, France
| | - Pascale Mariani
- Department of Surgical Oncology, Institut Curie, PSL Research University, Paris, France
| | - Caroline Dutriaux
- Dermatology Department, Hôpital Saint André Centre Hospitalier Universitaire, Bordeaux, France
| | - Marc Pracht
- Medical Oncology Department, Centre Eugène Marquis, Rennes, France
| | | | - Jean-Emmanuel Kurtz
- Department of Medical and Surgical Oncology & Hematology, ICANS, Strasbourg, France
| | - Sergio Roman-Roman
- Inserm U830, DNA Repair and Uveal Melanoma (D.R.U.M.) team, Institut Curie, PSL Research University, Paris, France
- Department of Translational Research, Institut Curie, PSL Research University, Paris, France
| | | | - François-Clément Bidard
- Department of Medical Oncology, Institut Curie, Paris and Saint Cloud, France
- Circulating Tumor Biomarkers Laboratory, Inserm CIC-BT 1428, Department of Translational Research, Institut Curie, Paris, France
- UVSQ, Paris-Saclay University, Saint Cloud, France
| | - Marc-Henri Stern
- Inserm U830, DNA Repair and Uveal Melanoma (D.R.U.M.) team, Institut Curie, PSL Research University, Paris, France.
| | - Shufang Renault
- Circulating Tumor Biomarkers Laboratory, Inserm CIC-BT 1428, Department of Translational Research, Institut Curie, Paris, France.
| |
Collapse
|
11
|
Palacín-Aliana I, García-Romero N, Carrión-Navarro J, Puig-Serra P, Torres-Ruiz R, Rodríguez-Perales S, Viñal D, González-Rumayor V, Ayuso-Sacido Á. ddPCR Overcomes the CRISPR-Cas13a-Based Technique for the Detection of the BRAF p.V600E Mutation in Liquid Biopsies. Int J Mol Sci 2024; 25:10902. [PMID: 39456686 PMCID: PMC11507125 DOI: 10.3390/ijms252010902] [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: 09/06/2024] [Revised: 10/07/2024] [Accepted: 10/09/2024] [Indexed: 10/28/2024] Open
Abstract
The isolation of circulating tumoral DNA (ctDNA) present in the bloodstream brings about the opportunity to detect genomic aberrations from the tumor of origin. However, the low amounts of ctDNA present in liquid biopsy samples makes the development of highly sensitive techniques necessary to detect targetable mutations for the diagnosis, prognosis, and monitoring of cancer patients. Here, we employ standard genomic DNA (gDNA) and eight liquid biopsy samples from different cancer patients to examine the newly described CRISPR-Cas13a-based technology in the detection of the BRAF p.V600E actionable point mutation and appraise its diagnostic capacity with two PCR-based techniques: quantitative Real-Time PCR (qPCR) and droplet digital PCR (ddPCR). Regardless of its lower specificity compared to the qPCR and ddPCR techniques, the CRISPR-Cas13a-guided complex was able to detect inputs as low as 10 pM. Even though the PCR-based techniques have similar target limits of detection (LoDs), only the ddPCR achieved a 0.1% variant allele frequency (VAF) detection with elevated reproducibility, thus standing out as the most powerful and suitable tool for clinical diagnosis purposes. Our results also demonstrate how the CRISPR-Cas13a can detect low amounts of the target of interest, but its base-pair specificity failed in the detection of actionable point mutations at a low VAF; therefore, the ddPCR is still the most powerful and suitable technique for these purposes.
Collapse
Affiliation(s)
- Irina Palacín-Aliana
- Atrys Health, 08025 Barcelona, Spain; (I.P.-A.); (V.G.-R.)
- Fundación de Investigación HM Hospitales, HM Hospitales, 28015 Madrid, Spain
- Faculty of Science, Universidad de Alcalá, 28801 Madrid, Spain
| | - Noemí García-Romero
- Faculty of Experimental Sciences, Universidad Francisco de Vitoria, 28223 Madrid, Spain; (N.G.-R.); (J.C.-N.)
- Brain Tumor Laboratory, Fundación Vithas, Grupo Hospitales Vithas, 28043 Madrid, Spain
| | - Josefa Carrión-Navarro
- Faculty of Experimental Sciences, Universidad Francisco de Vitoria, 28223 Madrid, Spain; (N.G.-R.); (J.C.-N.)
- Brain Tumor Laboratory, Fundación Vithas, Grupo Hospitales Vithas, 28043 Madrid, Spain
| | - Pilar Puig-Serra
- Human Cancer Genetics Program, Centro Nacional de Investigaciones Oncológicas (CNIO), Molecular Cytogenetics & Genome Editing Unit, Melchor Fernández Almagro, 3, 28029 Madrid, Spain; (P.P.-S.); (R.T.-R.); (S.R.-P.)
| | - Raul Torres-Ruiz
- Human Cancer Genetics Program, Centro Nacional de Investigaciones Oncológicas (CNIO), Molecular Cytogenetics & Genome Editing Unit, Melchor Fernández Almagro, 3, 28029 Madrid, Spain; (P.P.-S.); (R.T.-R.); (S.R.-P.)
- Centro de Investigación Energéticas Medioambientales y Tecnológicas (CIEMAT), Advanced Therapies Unit, Hematopoietic Innovative Therapies Division, Instituto de Investigación Sanitaria Fundación Jimenez Diaz (IIS-FJD, UAM), 28040 Madrid, Spain
| | - Sandra Rodríguez-Perales
- Human Cancer Genetics Program, Centro Nacional de Investigaciones Oncológicas (CNIO), Molecular Cytogenetics & Genome Editing Unit, Melchor Fernández Almagro, 3, 28029 Madrid, Spain; (P.P.-S.); (R.T.-R.); (S.R.-P.)
| | - David Viñal
- Department of Medical Oncology, Hospital Universitario La Paz, 28046 Madrid, Spain;
| | | | - Ángel Ayuso-Sacido
- Faculty of Experimental Sciences, Universidad Francisco de Vitoria, 28223 Madrid, Spain; (N.G.-R.); (J.C.-N.)
- Brain Tumor Laboratory, Fundación Vithas, Grupo Hospitales Vithas, 28043 Madrid, Spain
- Faculty of Medicine, Universidad Francisco de Vitoria, 28223 Madrid, Spain
| |
Collapse
|
12
|
Benzekry S, Karlsen M, Bigarré C, Kaoutari AE, Gomes B, Stern M, Neubert A, Bruno R, Mercier F, Vatakuti S, Curle P, Jamois C. Predicting Survival in Patients with Advanced NSCLC Treated with Atezolizumab Using Pre- and on-Treatment Prognostic Biomarkers. Clin Pharmacol Ther 2024; 116:1110-1120. [PMID: 39001619 DOI: 10.1002/cpt.3371] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2024] [Accepted: 06/19/2024] [Indexed: 10/05/2024]
Abstract
Existing survival prediction models rely only on baseline or tumor kinetics data and lack machine learning integration. We introduce a novel kinetics-machine learning (kML) model that integrates baseline markers, tumor kinetics, and four on-treatment simple blood markers (albumin, C-reactive protein, lactate dehydrogenase, and neutrophils). Developed for immune-checkpoint inhibition (ICI) in non-small cell lung cancer on three phase II trials (533 patients), kML was validated on the two arms of a phase III trial (ICI and chemotherapy, 377 and 354 patients). It outperformed the current state-of-the-art for individual predictions with a test set C-index of 0.790, 12-months survival accuracy of 78.7% and hazard ratio of 25.2 (95% CI: 10.4-61.3, P < 0.0001) to identify long-term survivors. Critically, kML predicted the success of the phase III trial using only 25 weeks of on-study data (predicted HR = 0.814 (0.64-0.994) vs. final study HR = 0.778 (0.65-0.931)). Modeling on-treatment blood markers combined with predictive machine learning constitutes a valuable approach to support personalized medicine and drug development. The code is publicly available at https://gitlab.inria.fr/benzekry/nlml_onco.
Collapse
Affiliation(s)
- Sébastien Benzekry
- COMPutational Pharmacology and Clinical Oncology Department, Centre Inria de l'Université Côte d'Azur, Cancer Research Center of Marseille, Inserm UMR1068, CNRS UMR7258, Aix Marseille University UM105, Marseille, France
| | - Mélanie Karlsen
- COMPutational Pharmacology and Clinical Oncology Department, Centre Inria de l'Université Côte d'Azur, Cancer Research Center of Marseille, Inserm UMR1068, CNRS UMR7258, Aix Marseille University UM105, Marseille, France
| | - Célestin Bigarré
- COMPutational Pharmacology and Clinical Oncology Department, Centre Inria de l'Université Côte d'Azur, Cancer Research Center of Marseille, Inserm UMR1068, CNRS UMR7258, Aix Marseille University UM105, Marseille, France
| | - Abdessamad El Kaoutari
- COMPutational Pharmacology and Clinical Oncology Department, Centre Inria de l'Université Côte d'Azur, Cancer Research Center of Marseille, Inserm UMR1068, CNRS UMR7258, Aix Marseille University UM105, Marseille, France
| | - Bruno Gomes
- Pharma Research and Early Development, Early Development Oncology, Roche Innovation Center Basel, Basel, Switzerland
| | - Martin Stern
- Pharma Research and Early Development, Early Development Oncology, Roche Innovation Center Zurich, Zurich, Switzerland
| | - Ales Neubert
- Pharma Research and Early Development, Data & Analytics, Roche Innovation Center Basel, Basel, Switzerland
| | - Rene Bruno
- Modeling and Simulation, Clinical Pharmacology, Genentech Research and Early Development, Marseille, France
| | - François Mercier
- Modeling and Simulation, Clinical Pharmacology, Genentech Research and Early Development, Roche Innovation Center Basel, Basel, Switzerland
| | - Suresh Vatakuti
- Pharma Research and Early Development, Predictive Modeling and Data Analytics, Roche Innovation Center Basel, Basel, Switzerland
| | | | - Candice Jamois
- Pharma Research and Early Development, Translational PKPD and Clinical Pharmacology, Roche Innovation Center Basel, Basel, Switzerland
| |
Collapse
|
13
|
Mazzeo R, Sears J, Palmero L, Bolzonello S, Davis AA, Gerratana L, Puglisi F. Liquid biopsy in triple-negative breast cancer: unlocking the potential of precision oncology. ESMO Open 2024; 9:103700. [PMID: 39288656 PMCID: PMC11421323 DOI: 10.1016/j.esmoop.2024.103700] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2024] [Revised: 06/29/2024] [Accepted: 08/06/2024] [Indexed: 09/19/2024] Open
Abstract
In the era of precision oncology, the management of triple-negative breast cancer (TNBC) is rapidly changing and becoming more complicated with a variety of chemotherapy, immunotherapy, and targeted treatment options. Currently, TNBC treatment is based on prognostic and predictive factors including immunohistochemical biomarkers [e.g. programmed death-ligand 1 (PD-L1)] and germline BRCA mutations. Given the current limitation of existing biomarkers, liquid biopsies may serve as clinically useful tools to determine treatment efficacy and response in both the (neo)adjuvant and metastatic settings, for detecting early relapse, and for monitoring clonal evolution during treatment. In this review, we comprehensively summarize current and future liquid biopsy applications. Specifically, we highlight the role of circulating tumor cell characterization, circulating tumor DNA, and other preclinical liquid biopsy technologies including circulating exosomes, RNA liquid biopsy, and circulating immune-based biomarkers. In the near future, these biomarkers may serve to identify early disease relapse, therapeutic targets, and disease clonality for patients with TNBC in the clinical setting.
Collapse
Affiliation(s)
- R Mazzeo
- Department of Medical Oncology, CRO Aviano, National Cancer Institute, IRCCS, Aviano; Department of Medicine, University of Udine, Udine, Italy
| | - J Sears
- Department of Medicine, Washington University in St. Louis, St. Louis
| | - L Palmero
- Department of Medical Oncology, CRO Aviano, National Cancer Institute, IRCCS, Aviano; Department of Medicine, University of Udine, Udine, Italy
| | - S Bolzonello
- Department of Medical Oncology, CRO Aviano, National Cancer Institute, IRCCS, Aviano
| | - A A Davis
- Department of Medicine, Division of Oncology, Washington University School of Medicine, St. Louis, USA
| | - L Gerratana
- Department of Medical Oncology, CRO Aviano, National Cancer Institute, IRCCS, Aviano; Department of Medicine, University of Udine, Udine, Italy.
| | - F Puglisi
- Department of Medical Oncology, CRO Aviano, National Cancer Institute, IRCCS, Aviano; Department of Medicine, University of Udine, Udine, Italy
| |
Collapse
|
14
|
Ando Y, Sakurai T, Ozaki K, Matsui S, Mukai T, Yamaguchi T, Akiyoshi T, Nakayama I, Shigematsu Y, Oba A, Chino A, Fukunaga Y. Integrating surgical intervention and watch-and-wait approach in dMMR metastatic rectal cancer with pembrolizumab: a case report. Surg Case Rep 2024; 10:198. [PMID: 39186128 PMCID: PMC11347510 DOI: 10.1186/s40792-024-01994-8] [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: 06/18/2024] [Accepted: 08/09/2024] [Indexed: 08/27/2024] Open
Abstract
BACKGROUND Treating rectal cancer presents challenges due to postoperative complications and reduced quality of life (QOL). Recent evidence supports the watch-and-wait (WW) approach for patients with a clinical complete response (cCR) following preoperative treatment. In this report, we discuss a case of metastatic rectal cancer with deficient mismatch repair (dMMR) treated successfully with pembrolizumab. CASE PRESENTATION A 47-year-old male with dMMR rectal cancer and a single liver metastasis underwent treatment with pembrolizumab as neoadjuvant therapy. After 10 courses, the rectal lesion achieved cCR, prompting the selection of the WW approach. The liver metastasis showed significant shrinkage; however, the presence of a residual tumor was suspected, leading to a metastasectomy. A pathological complete response (pCR) was confirmed via histological examination. During a 24-month follow-up, there was no evidence of tumor regrowth, local recurrence, or distant metastasis. CONCLUSIONS The WW strategy is increasingly accepted for patients achieving cCR after preoperative treatment. While pCR in dMMR rectal cancer patients treated with immune checkpoint inhibitors (ICIs) has been documented, accurately predicting pCR from imaging remains challenging. This case illustrates that integrating ICI therapy, surgical interventions, and the WW approach can effectively achieve both oncological safety and improved QOL in the treatment of dMMR metastatic rectal cancer.
Collapse
Affiliation(s)
- Yohei Ando
- Department of Gastroenterological Surgery, Cancer Institute Hospital of the Japanese Foundation for Cancer Research, 3-8-31 Ariake, Koto-Ku, Tokyo, 135-8550, Japan
| | - Tsubasa Sakurai
- Department of Gastroenterological Surgery, Cancer Institute Hospital of the Japanese Foundation for Cancer Research, 3-8-31 Ariake, Koto-Ku, Tokyo, 135-8550, Japan.
| | - Kosuke Ozaki
- Department of Gastroenterological Surgery, Cancer Institute Hospital of the Japanese Foundation for Cancer Research, 3-8-31 Ariake, Koto-Ku, Tokyo, 135-8550, Japan
| | - Shimpei Matsui
- Department of Gastroenterological Surgery, Cancer Institute Hospital of the Japanese Foundation for Cancer Research, 3-8-31 Ariake, Koto-Ku, Tokyo, 135-8550, Japan
| | - Toshiki Mukai
- Department of Gastroenterological Surgery, Cancer Institute Hospital of the Japanese Foundation for Cancer Research, 3-8-31 Ariake, Koto-Ku, Tokyo, 135-8550, Japan
| | - Tomohiro Yamaguchi
- Department of Gastroenterological Surgery, Cancer Institute Hospital of the Japanese Foundation for Cancer Research, 3-8-31 Ariake, Koto-Ku, Tokyo, 135-8550, Japan
| | - Takashi Akiyoshi
- Department of Gastroenterological Surgery, Cancer Institute Hospital of the Japanese Foundation for Cancer Research, 3-8-31 Ariake, Koto-Ku, Tokyo, 135-8550, Japan
| | - Izuma Nakayama
- Department of Gastroenterological Chemotherapy, Cancer Institute Hospital of Japanese Foundation for Cancer Research, 3-8-31 Ariake, Koto-Ku, Tokyo, 135-8550, Japan
| | - Yasuyuki Shigematsu
- Department of Pathology, Cancer Institute Hospital of Japanese Foundation for Cancer Research, 3-8-31 Ariake, Koto-Ku, Tokyo, 135-8550, Japan
| | - Atsushi Oba
- Department of Gastroenterological Surgery, Cancer Institute Hospital of the Japanese Foundation for Cancer Research, 3-8-31 Ariake, Koto-Ku, Tokyo, 135-8550, Japan
| | - Akiko Chino
- Department of Gastroenterology, Cancer Institute Hospital of Japanese Foundation for Cancer Research, 3-8-31 Ariake, Koto-Ku, Tokyo, 135-8550, Japan
| | - Yosuke Fukunaga
- Department of Gastroenterological Surgery, Cancer Institute Hospital of the Japanese Foundation for Cancer Research, 3-8-31 Ariake, Koto-Ku, Tokyo, 135-8550, Japan
| |
Collapse
|
15
|
Abstract
This review delves into the rapidly evolving landscape of liquid biopsy technologies based on cell-free DNA (cfDNA) and cell-free RNA (cfRNA) and their increasingly prominent role in precision medicine. With the advent of high-throughput DNA sequencing, the use of cfDNA and cfRNA has revolutionized noninvasive clinical testing. Here, we explore the physical characteristics of cfDNA and cfRNA, present an overview of the essential engineering tools used by the field, and highlight clinical applications, including noninvasive prenatal testing, cancer testing, organ transplantation surveillance, and infectious disease testing. Finally, we discuss emerging technologies and the broadening scope of liquid biopsies to new areas of diagnostic medicine.
Collapse
Affiliation(s)
- Conor Loy
- Meinig School of Biomedical Engineering, Cornell University, Ithaca, New York, USA;
| | - Lauren Ahmann
- Department of Pathology, Stanford University, Stanford, California, USA;
| | - Iwijn De Vlaminck
- Meinig School of Biomedical Engineering, Cornell University, Ithaca, New York, USA;
| | - Wei Gu
- Department of Pathology, Stanford University, Stanford, California, USA;
| |
Collapse
|
16
|
Farhangnia P, Khorramdelazad H, Nickho H, Delbandi AA. Current and future immunotherapeutic approaches in pancreatic cancer treatment. J Hematol Oncol 2024; 17:40. [PMID: 38835055 PMCID: PMC11151541 DOI: 10.1186/s13045-024-01561-6] [Citation(s) in RCA: 42] [Impact Index Per Article: 42.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2024] [Accepted: 05/28/2024] [Indexed: 06/06/2024] Open
Abstract
Pancreatic cancer is a major cause of cancer-related death, but despondently, the outlook and prognosis for this resistant type of tumor have remained grim for a long time. Currently, it is extremely challenging to prevent or detect it early enough for effective treatment because patients rarely exhibit symptoms and there are no reliable indicators for detection. Most patients have advanced or spreading cancer that is difficult to treat, and treatments like chemotherapy and radiotherapy can only slightly prolong their life by a few months. Immunotherapy has revolutionized the treatment of pancreatic cancer, yet its effectiveness is limited by the tumor's immunosuppressive and hard-to-reach microenvironment. First, this article explains the immunosuppressive microenvironment of pancreatic cancer and highlights a wide range of immunotherapy options, including therapies involving oncolytic viruses, modified T cells (T-cell receptor [TCR]-engineered and chimeric antigen receptor [CAR] T-cell therapy), CAR natural killer cell therapy, cytokine-induced killer cells, immune checkpoint inhibitors, immunomodulators, cancer vaccines, and strategies targeting myeloid cells in the context of contemporary knowledge and future trends. Lastly, it discusses the main challenges ahead of pancreatic cancer immunotherapy.
Collapse
Affiliation(s)
- Pooya Farhangnia
- Reproductive Sciences and Technology Research Center, Department of Immunology, School of Medicine, Iran University of Medical Sciences, Tehran, Iran
- Immunology Research Center, Institute of Immunology and Infectious Diseases, Iran University of Medical Sciences, Tehran, Iran
- Department of Immunology, School of Medicine, Iran University of Medical Sciences, Tehran, Iran
- Immunology Board for Transplantation and Cell-Based Therapeutics (ImmunoTACT), Universal Scientific Education and Research Network (USERN), Tehran, Iran
| | - Hossein Khorramdelazad
- Department of Immunology, School of Medicine, Rafsanjan University of Medical Sciences, Rafsanjan, Iran
| | - Hamid Nickho
- Immunology Research Center, Institute of Immunology and Infectious Diseases, Iran University of Medical Sciences, Tehran, Iran
- Department of Immunology, School of Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Ali-Akbar Delbandi
- Reproductive Sciences and Technology Research Center, Department of Immunology, School of Medicine, Iran University of Medical Sciences, Tehran, Iran.
- Immunology Research Center, Institute of Immunology and Infectious Diseases, Iran University of Medical Sciences, Tehran, Iran.
- Department of Immunology, School of Medicine, Iran University of Medical Sciences, Tehran, Iran.
| |
Collapse
|
17
|
Chen K, He Y, Wang W, Yuan X, Carbone DP, Yang F. Development of new techniques and clinical applications of liquid biopsy in lung cancer management. Sci Bull (Beijing) 2024; 69:1556-1568. [PMID: 38641511 DOI: 10.1016/j.scib.2024.03.062] [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: 09/25/2023] [Revised: 12/12/2023] [Accepted: 01/17/2024] [Indexed: 04/21/2024]
Abstract
Lung cancer is an exceedingly malignant tumor reported as having the highest morbidity and mortality of any cancer worldwide, thus posing a great threat to global health. Despite the growing demand for precision medicine, current methods for early clinical detection, treatment and prognosis monitoring in lung cancer are hampered by certain bottlenecks. Studies have found that during the formation and development of a tumor, molecular substances carrying tumor-related genetic information can be released into body fluids. Liquid biopsy (LB), a method for detecting these tumor-related markers in body fluids, maybe a way to make progress in these bottlenecks. In recent years, LB technology has undergone rapid advancements. Therefore, this review will provide information on technical updates to LB and its potential clinical applications, evaluate its effectiveness for specific applications, discuss the existing limitations of LB, and present a look forward to possible future clinical applications. Specifically, this paper will introduce technical updates from the prospectives of engineering breakthroughs in the detection of membrane-based LB biomarkers and other improvements in sequencing technology. Additionally, it will summarize the latest applications of liquid biopsy for the early detection, diagnosis, treatment, and prognosis of lung cancer. We will present the interconnectedness of clinical and laboratory issues and the interplay of technology and application in LB today.
Collapse
Affiliation(s)
- Kezhong Chen
- Department of Thoracic Surgery, Peking University People's Hospital, Beijing 100044, China; Peking University People's Hospital Thoracic Oncology Institute & Research Unit of Intelligence Diagnosis and Treatment in Early Non-small Cell Lung Cancer, Beijing 100044, China
| | - Yue He
- Department of Thoracic Surgery, Peking University People's Hospital, Beijing 100044, China; Peking University People's Hospital Thoracic Oncology Institute & Research Unit of Intelligence Diagnosis and Treatment in Early Non-small Cell Lung Cancer, Beijing 100044, China
| | - Wenxiang Wang
- Department of Thoracic Surgery, Peking University People's Hospital, Beijing 100044, China; Peking University People's Hospital Thoracic Oncology Institute & Research Unit of Intelligence Diagnosis and Treatment in Early Non-small Cell Lung Cancer, Beijing 100044, China
| | - Xiaoqiu Yuan
- Peking University Health Science Center, Beijing 100191, China
| | - David P Carbone
- Thoracic Oncology Center, Ohio State University, Columbus 43026, USA.
| | - Fan Yang
- Department of Thoracic Surgery, Peking University People's Hospital, Beijing 100044, China; Peking University People's Hospital Thoracic Oncology Institute & Research Unit of Intelligence Diagnosis and Treatment in Early Non-small Cell Lung Cancer, Beijing 100044, China.
| |
Collapse
|
18
|
Vasseur A, Cabel L, Hego C, Takka W, Trabelsi Grati O, Renouf B, Lerebours F, Loirat D, Brain E, Cottu P, Sablin MP, Pierga JY, Callens C, Renault S, Bidard FC. Fulvestrant and everolimus efficacy after CDK4/6 inhibitor: a prospective study with circulating tumor DNA analysis. Oncogene 2024; 43:1214-1222. [PMID: 38413796 PMCID: PMC11014798 DOI: 10.1038/s41388-024-02986-6] [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: 09/11/2023] [Revised: 02/15/2024] [Accepted: 02/16/2024] [Indexed: 02/29/2024]
Abstract
In a prospective study (NCT02866149), we assessed the efficacy of fulvestrant and everolimus in CDK4/6i pre-treated mBC patients and circulating tumor DNA (ctDNA) changes throughout therapy. Patients treated with fulvestrant and everolimus had their ctDNA assessed at baseline, after 3-5 weeks and at disease progression. Somatic mutations were identified in archived tumor tissues by targeted NGS and tracked in cell-free DNA by droplet digital PCR. ctDNA detection was then associated with clinicopathological characteristics and patients' progression-free survival (PFS), overall survival (OS) and best overall response (BOR). In the 57 included patients, median PFS and OS were 6.8 (95%CI [5.03-11.5]) and 38.2 (95%CI [30.0-not reached]) months, respectively. In 47 response-evaluable patients, BOR was a partial response or stable disease in 15 (31.9%) and 11 (23.4%) patients, respectively. Among patients with trackable somatic mutation and available plasma sample, N = 33/47 (70.2%) and N = 19/36 (52.8%) had ctDNA detected at baseline and at 3 weeks, respectively. ctDNA detection at baseline and PIK3CA mutation had an adverse prognostic impact on PFS and OS in multivariate analysis. This prospective cohort study documents the efficacy of fulvestrant and everolimus in CDK4/6i-pretreated ER + /HER2- mBC and highlights the clinical validity of early ctDNA changes as pharmacodynamic biomarker.
Collapse
Affiliation(s)
- Antoine Vasseur
- Department of Medical Oncology, Institut Curie, Paris & Saint-Cloud, France
- Circulating Tumor Biomarkers Laboratory, INSERM CIC BT-1428, Institut Curie, Paris, France
| | - Luc Cabel
- Department of Medical Oncology, Institut Curie, Paris & Saint-Cloud, France
| | - Caroline Hego
- Circulating Tumor Biomarkers Laboratory, INSERM CIC BT-1428, Institut Curie, Paris, France
| | - Wissam Takka
- Circulating Tumor Biomarkers Laboratory, INSERM CIC BT-1428, Institut Curie, Paris, France
| | - Olfa Trabelsi Grati
- Department of Genetics, Institut Curie, Paris Sciences & Lettres University, Paris, France
| | | | - Florence Lerebours
- Department of Medical Oncology, Institut Curie, Paris & Saint-Cloud, France
| | - Delphine Loirat
- Department of Medical Oncology, Institut Curie, Paris & Saint-Cloud, France
| | - Etienne Brain
- Department of Medical Oncology, Institut Curie, Paris & Saint-Cloud, France
| | - Paul Cottu
- Department of Medical Oncology, Institut Curie, Paris & Saint-Cloud, France
| | - Marie-Paule Sablin
- Department of Medical Oncology, Institut Curie, Paris & Saint-Cloud, France
| | - Jean-Yves Pierga
- Department of Medical Oncology, Institut Curie, Paris & Saint-Cloud, France
- Université Paris Cité, Paris, France
| | - Céline Callens
- Department of Genetics, Institut Curie, Paris Sciences & Lettres University, Paris, France
| | - Shufang Renault
- Circulating Tumor Biomarkers Laboratory, INSERM CIC BT-1428, Institut Curie, Paris, France.
| | - François-Clément Bidard
- Department of Medical Oncology, Institut Curie, Paris & Saint-Cloud, France.
- Circulating Tumor Biomarkers Laboratory, INSERM CIC BT-1428, Institut Curie, Paris, France.
- UVSQ, Paris-Saclay University, Saint Cloud, France.
| |
Collapse
|
19
|
Song XQ, Li RJ, Zhang S. Prediction of prognosis of patients with hepatocellular carcinoma based on immune-related score. Asian J Surg 2024; 47:310-319. [PMID: 37673742 DOI: 10.1016/j.asjsur.2023.08.175] [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: 03/01/2023] [Revised: 07/02/2023] [Accepted: 08/24/2023] [Indexed: 09/08/2023] Open
Abstract
BACKGROUND Immune-related scores are currently used for prognostic evaluation and as an immunotherapy reference in various cancers. However, the relationship between immune-related score and hepatocellular carcinoma (HCC) prognosis has not yet been investigated. This study aimed to explore the clinical application value of immune-related score for predicting HCC prognosis-related indicators including disease-free survival (DFS) and overall survival (OS), and to construct a clinical nomogram prediction model related to verification. METHODS This study included 284 HCC patients who were selected from the Cancer Genome Atlas (TCGA) database and linked to the immune-related score downloaded from the public platform. A Cox proportional hazards regression model was used to estimate the adjusted risk ratio, and a nomogram was constructed based on multivariate analysis results and clinical significance. The model was internally verified by bootstrap. The performance of the prediction model was evaluated using the C-index and calibration curves. RESULTS Patients were divided into three subgroups according to the immune-related score level. Compared with patients in the low immune-related score group, the DFS of patients in the medium and high immune-related score groups was significantly prolonged (HR: 0.53, 95% CI: 0.32-0.87; HR: 0.37, 95% CI: 0.21-0.63, respectively). The OS of patients in the medium and high immune-related score groups was also significantly prolonged (HR: 0.43, 95% CI: 0.20-0.95, p = 0.038; HR: 0.29, 95% CI: 0.14-0.58, p < 0.001, respectively). The C-indexes for predicting DFS and OS were 0.687 (95% CI: 0.665-0.700) and 0.743 (95% CI: 0.709-0.776), respectively. The calibration curves of 3-year and 5-year DFS and OS showed that the results predicted by the nomogram were in good agreement with the actual observations. CONCLUSIONS Moderate/high-grade immune-related score was significantly associated with better DFS and OS in HCC patients. In addition, a nomogram for prognosis estimation can help clinicians predict the survival status of patients.
Collapse
Affiliation(s)
- Xian-Qing Song
- General Surgery Department, Baoan Central Hospital, The Fifth Affiliated Hospital of Shen Zhen University, Xixiang Street, Bao 'an District, Shenzhen, 518000, Guangdong, PR China.
| | - Rong-Jiang Li
- General Surgery Department, Baoan Central Hospital, The Fifth Affiliated Hospital of Shen Zhen University, Xixiang Street, Bao 'an District, Shenzhen, 518000, Guangdong, PR China.
| | - Sen Zhang
- Department of Colorectal Surgery, First Affiliated Hospital of Guangxi Medical University, No. 6 Shuangyong Road, Nanning, Guangxi, 530000, PR China.
| |
Collapse
|
20
|
Spiliopoulou P, Holanda Lopes CD, Spreafico A. Promising and Minimally Invasive Biomarkers: Targeting Melanoma. Cells 2023; 13:19. [PMID: 38201222 PMCID: PMC10777980 DOI: 10.3390/cells13010019] [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: 11/06/2023] [Revised: 11/29/2023] [Accepted: 12/17/2023] [Indexed: 01/12/2024] Open
Abstract
The therapeutic landscape of malignant melanoma has been radically reformed in recent years, with novel treatments emerging in both the field of cancer immunotherapy and signalling pathway inhibition. Large-scale tumour genomic characterization has accurately classified malignant melanoma into four different genomic subtypes so far. Despite this, only somatic mutations in BRAF oncogene, as assessed in tumour biopsies, has so far become a validated predictive biomarker of treatment with small molecule inhibitors. The biology of tumour evolution and heterogeneity has uncovered the current limitations associated with decoding genomic drivers based only on a single-site tumour biopsy. There is an urgent need to develop minimally invasive biomarkers that accurately reflect the real-time evolution of melanoma and that allow for streamlined collection, analysis, and interpretation. These will enable us to face challenges with tumour tissue attainment and process and will fulfil the vision of utilizing "liquid biopsy" to guide clinical decisions, in a manner akin to how it is used in the management of haematological malignancies. In this review, we will summarize the most recent published evidence on the role of minimally invasive biomarkers in melanoma, commenting on their future potential to lead to practice-changing discoveries.
Collapse
Affiliation(s)
- Pavlina Spiliopoulou
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 2C1, Canada;
- School of Cancer Sciences, University of Glasgow, Glasgow G61 1BD, UK
| | | | - Anna Spreafico
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 2C1, Canada;
| |
Collapse
|
21
|
Bamodu OA, Chung CC, Pisanic TR. Harnessing liquid biopsies: Exosomes and ctDNA as minimally invasive biomarkers for precision cancer medicine. THE JOURNAL OF LIQUID BIOPSY 2023; 2:100126. [PMID: 40028482 PMCID: PMC11863985 DOI: 10.1016/j.jlb.2023.100126] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/20/2023] [Revised: 10/28/2023] [Accepted: 10/30/2023] [Indexed: 03/05/2025]
Abstract
Liquid biopsies have emerged as groundbreaking tools for minimally invasive monitoring of cancer, encompassing the analysis of Cell-Free DNA (cfDNA), circulating tumor DNA (ctDNA) and exosomes. This paradigm shift offers an emerging approach for understanding tumor dynamics, treatment responses, and disease progression. Leveraging advancements in molecular biology and technology, liquid biopsies enable clinicians to gain intricate insights from peripheral blood, thereby transforming the landscape of cancer care. This review describes the clinical impact, technological innovations, and recent evidence surrounding the integration of ctDNA and exosome analysis in cancer monitoring. Through early detection, real-time treatment response assessment, and the tracking of minimal residual disease, liquid biopsies have redefined the standards of precision oncology. Key advancements in ctDNA analysis, such as high-throughput sequencing and digital PCR, empower the detection of actionable mutations with high sensitivity. Concurrently, the characterization of exosomal cargo, facilitated by next-generation sequencing and mass spectrometry, unveils the molecular nuances of tumors. Recent studies underscore the utility of these approaches, demonstrating their efficacy in predicting relapse, guiding therapeutic decisions, and ultimately improving patient outcomes. As the field continues to evolve, liquid biopsies hold promise not only as diagnostic tools but also as agents of personalized medicine, enabling precise navigation of the intricate landscape of cancer with minimally invasiveness.
Collapse
Affiliation(s)
- Oluwaseun Adebayo Bamodu
- Directorate of Postgraduate Studies, School of Medicine, Muhimbili University of Health and Allied Sciences, Ilala District, Dar es Salaam, Tanzania
- Ocean Road Cancer Institute, Ilala District, Dar es Salaam, Tanzania
| | - Chen-Chih Chung
- Department of Neurology, Taipei Medical University - Shuang Ho Hospital, New Taipei City, 235, Taiwan
- Department of Neurology, School of Medicine, College of Medicine, Taipei Medical University, Taipei City, 110, Taiwan
- Taipei Neuroscience Institute, Taipei Medical University - Shuang Ho Hospital, New Taipei City, 235, Taiwan
| | - Thomas R. Pisanic
- Johns Hopkins Institute for NanoBioTechnology, Baltimore, MD, 21218, USA
- Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, MD, 21231, USA
- Department of Oncology - Cancer Genetics and Epigenetics, Johns Hopkins University, Baltimore, MD, 21218, USA
| |
Collapse
|
22
|
Honoré N, van der Elst A, Dietz A, van Marcke C, Helaers R, Mendola A, Dahou H, Marbaix E, Poncin R, Seront E, Schmitz S, Limaye N, Galot R, Machiels JP. Tumour-agnostic plasma assay for circulating tumour DNA predicts outcome in recurrent and/or metastatic squamous cell carcinoma of the head and neck treated with a PD-1 inhibitor. Eur J Cancer 2023; 195:113372. [PMID: 37913682 DOI: 10.1016/j.ejca.2023.113372] [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: 08/30/2023] [Revised: 10/02/2023] [Accepted: 10/03/2023] [Indexed: 11/03/2023]
Abstract
BACKGROUND Only 15-20% of recurrent and/or metastatic squamous cell carcinoma of the head and neck (R/M SCCHN) patients derive long-term benefit from nivolumab or pembrolizumab. We developed a circulating tumour DNA (ctDNA) tumour-agnostic assay aimed at the early prediction of single agent programmed cell death 1 (PD1) inhibitor efficacy in R/M SCCHN. PATIENTS AND METHODS Our tumour-agnostic assay included 37 genes frequently mutated in R/M SCCHN and two HPV16 genes. Primary endpoint was the concordance between ctDNA kinetics (ΔctDNA) and the best overall response according to Response Evaluation Criteria in Solid Tumors version 1.1. ΔctDNA was defined as the difference in mean variant allele frequency (VAF) between the on-treatment sample harvested 6-10 weeks (FU1) after PD1 inhibitor initiation and the pre-treatment plasma sample (ΔctDNA = mean FU1 VAF - mean pre-treatment VAF). RESULTS ctDNA was detected in 35/44 (80%) of the pre-treatment plasma samples. The concordance between ΔctDNA and imaging response was observed in 74%. Median progression-free survival was 8.6 months in the favourable ΔctDNA group and 2.5 months in the unfavourable ΔctDNA group (p = 0.057). Median overall survival (OS) was 18.1 and 8.2 months in the favourable and unfavourable ΔctDNA groups, respectively (p = 0.13). In patients with PD-L1 expressing SCCHN (Combined Positive Score ≥1), OS was significantly better in patients with favourable ΔctDNA compared with patients with unfavourable ΔctDNA: median OS was 41.5 and 8.4 months (p = 0.033), respectively. CONCLUSIONS Tumour-agnostic ctDNA analysis for human papillomavirus (HPV)-negative and HPV-positive R/M SCCHN is feasible. ctDNA kinetics show promising results in predicting the efficacy of PD1 inhibitors in R/M SCCHN.
Collapse
Affiliation(s)
- Natasha Honoré
- Pôle Oncologie, Institut de Recherche Clinique et Expérimentale, Université Catholique de Louvain (UCLouvain), Avenue Hippocrate 10, 1200 Brussels, Belgium; Department of Medical Oncology, Institut Roi Albert II, Cliniques Universitaires Saint-Luc, Brussels, Belgium
| | - Athenaïs van der Elst
- Pôle Oncologie, Institut de Recherche Clinique et Expérimentale, Université Catholique de Louvain (UCLouvain), Avenue Hippocrate 10, 1200 Brussels, Belgium; Department of Medical Oncology, Institut Roi Albert II, Cliniques Universitaires Saint-Luc, Brussels, Belgium
| | - Anna Dietz
- Department of Radiology, Cliniques Universitaires Saint-Luc, Brussels, Belgium
| | - Cédric van Marcke
- Pôle Oncologie, Institut de Recherche Clinique et Expérimentale, Université Catholique de Louvain (UCLouvain), Avenue Hippocrate 10, 1200 Brussels, Belgium; Department of Medical Oncology, Institut Roi Albert II, Cliniques Universitaires Saint-Luc, Brussels, Belgium
| | - Raphael Helaers
- Human Molecular Genetics, de Duve Institute, Université Catholique de Louvain (UCLouvain), Brussels, Belgium
| | - Antonella Mendola
- Pôle Oncologie, Institut de Recherche Clinique et Expérimentale, Université Catholique de Louvain (UCLouvain), Avenue Hippocrate 10, 1200 Brussels, Belgium
| | - Hajar Dahou
- Pôle Oncologie, Institut de Recherche Clinique et Expérimentale, Université Catholique de Louvain (UCLouvain), Avenue Hippocrate 10, 1200 Brussels, Belgium
| | - Etienne Marbaix
- Department of Pathology, Cliniques Universitaires Saint-Luc, Brussels, Belgium
| | - Renaud Poncin
- Department of Medical Oncology, Cliniques Saint-Pierre, Ottignies, Belgium
| | - Emanuel Seront
- Department of Medical Oncology, Institut Roi Albert II, Cliniques Universitaires Saint-Luc, Brussels, Belgium; Department of Medical Oncology, Jolimont Hospital, La Louviere, Belgium
| | - Sandra Schmitz
- Pôle Oncologie, Institut de Recherche Clinique et Expérimentale, Université Catholique de Louvain (UCLouvain), Avenue Hippocrate 10, 1200 Brussels, Belgium; Department of ENT and Maxillo-facial Surgery, Cliniques Universitaires Saint-Luc, Brussels, Belgium
| | - Nisha Limaye
- Genetics of Autoimmune Diseases and Cancer, de Duve Institute, Université Catholique de Louvain, Brussels, Belgium
| | - Rachel Galot
- Pôle Oncologie, Institut de Recherche Clinique et Expérimentale, Université Catholique de Louvain (UCLouvain), Avenue Hippocrate 10, 1200 Brussels, Belgium; Department of Medical Oncology, Institut Roi Albert II, Cliniques Universitaires Saint-Luc, Brussels, Belgium
| | - Jean-Pascal Machiels
- Pôle Oncologie, Institut de Recherche Clinique et Expérimentale, Université Catholique de Louvain (UCLouvain), Avenue Hippocrate 10, 1200 Brussels, Belgium; Department of Medical Oncology, Institut Roi Albert II, Cliniques Universitaires Saint-Luc, Brussels, Belgium.
| |
Collapse
|
23
|
Zhao J, Reuther J, Scozzaro K, Hawley M, Metzger E, Emery M, Chen I, Barbosa M, Johnson L, O'Connor A, Washburn M, Hartje L, Reckase E, Johnson V, Zhang Y, Westheimer E, O'Callaghan W, Malani N, Chesh A, Moreau M, Daber R. Personalized Cancer Monitoring Assay for the Detection of ctDNA in Patients with Solid Tumors. Mol Diagn Ther 2023; 27:753-768. [PMID: 37632661 PMCID: PMC10590345 DOI: 10.1007/s40291-023-00670-1] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/27/2023] [Indexed: 08/28/2023]
Abstract
BACKGROUND Highly sensitive molecular assays have been developed to detect plasma-based circulating tumor DNA (ctDNA), and emerging evidence suggests their clinical utility for monitoring minimal residual disease and recurrent disease, providing prognostic information, and monitoring therapy responses in patients with solid tumors. The Invitae Personalized Cancer Monitoring™ assay uses a patient-specific, tumor-informed variant signature identified through whole exome sequencing to detect ctDNA in peripheral blood of patients with solid tumors. METHODS The assay's tumor whole exome sequencing and ctDNA detection components were analytically validated using 250 unique human specimens and nine commercial reference samples that generated 1349 whole exome sequencing and cell-free DNA (cfDNA)-derived libraries. A comparison of tumor and germline whole exome sequencing was used to identify patient-specific tumor variant signatures and generate patient-specific panels, followed by targeted next-generation sequencing of plasma-derived cfDNA using the patient-specific panels with anchored multiplex polymerase chain reaction chemistry leveraging unique molecular identifiers. RESULTS Whole exome sequencing resulted in overall sensitivity of 99.8% and specificity of > 99.9%. Patient-specific panels were successfully designed for all 63 samples (100%) with ≥ 20% tumor content and 24 (80%) of 30 samples with ≥ 10% tumor content. Limit of blank studies using 30 histologically normal, formalin-fixed paraffin-embedded specimens resulted in 100% expected panel design failure. The ctDNA detection component demonstrated specificity of > 99.9% and sensitivity of 96.3% for a combination of 10 ng of cfDNA input, 0.008% allele frequency, 50 variants on the patient-specific panels, and a baseline threshold. Limit of detection ranged from 0.008% allele frequency when utilizing 60 ng of cfDNA input with 18-50 variants in the patient-specific panels (> 99.9% sensitivity) with a baseline threshold, to 0.05% allele frequency when using 10 ng of cfDNA input with an 18-variant panel with a monitoring threshold (> 99.9% sensitivity). CONCLUSIONS The Invitae Personalized Cancer Monitoring assay, featuring a flexible patient-specific panel design with 18-50 variants, demonstrated high sensitivity and specificity for detecting ctDNA at variant allele frequencies as low as 0.008%. This assay may support patient prognostic stratification, provide real-time data on therapy responses, and enable early detection of residual/recurrent disease.
Collapse
Affiliation(s)
- Jianhua Zhao
- Invitae Corp., 1400 16th Street, San Francisco, CA, 94103, USA.
| | | | - Kaylee Scozzaro
- Invitae Corp., 1400 16th Street, San Francisco, CA, 94103, USA
| | - Megan Hawley
- Invitae Corp., 1400 16th Street, San Francisco, CA, 94103, USA
| | - Emily Metzger
- Invitae Corp., 1400 16th Street, San Francisco, CA, 94103, USA
| | - Matthew Emery
- Invitae Corp., 1400 16th Street, San Francisco, CA, 94103, USA
| | - Ingrid Chen
- Invitae Corp., 1400 16th Street, San Francisco, CA, 94103, USA
| | | | - Laura Johnson
- Invitae Corp., 1400 16th Street, San Francisco, CA, 94103, USA
- Affiliated with Invitae Corp. at the time of the study, currently employees at Integrated DNA Technologies, 1710 Commercial Park, Coralville, IA, 52241, USA
| | - Alijah O'Connor
- Invitae Corp., 1400 16th Street, San Francisco, CA, 94103, USA
| | - Mike Washburn
- Invitae Corp., 1400 16th Street, San Francisco, CA, 94103, USA
- Affiliated with Invitae Corp. at the time of the study, currently employees at Integrated DNA Technologies, 1710 Commercial Park, Coralville, IA, 52241, USA
| | - Luke Hartje
- Invitae Corp., 1400 16th Street, San Francisco, CA, 94103, USA
- Affiliated with Invitae Corp. at the time of the study, currently employees at Integrated DNA Technologies, 1710 Commercial Park, Coralville, IA, 52241, USA
| | - Erik Reckase
- Invitae Corp., 1400 16th Street, San Francisco, CA, 94103, USA
- Affiliated with Invitae Corp. at the time of the study, currently employees at Integrated DNA Technologies, 1710 Commercial Park, Coralville, IA, 52241, USA
| | - Verity Johnson
- Invitae Corp., 1400 16th Street, San Francisco, CA, 94103, USA
- Affiliated with Invitae Corp. at the time of the study, currently employees at Integrated DNA Technologies, 1710 Commercial Park, Coralville, IA, 52241, USA
| | - Yuhua Zhang
- Invitae Corp., 1400 16th Street, San Francisco, CA, 94103, USA
| | | | | | - Nirav Malani
- Invitae Corp., 1400 16th Street, San Francisco, CA, 94103, USA
| | - Adrian Chesh
- Invitae Corp., 1400 16th Street, San Francisco, CA, 94103, USA
| | - Michael Moreau
- Invitae Corp., 1400 16th Street, San Francisco, CA, 94103, USA
| | - Robert Daber
- Invitae Corp., 1400 16th Street, San Francisco, CA, 94103, USA
| |
Collapse
|
24
|
Zang J, Zhang R, Jin D, Xie F, Shahatiaili A, Wu G, Zhang Y, Zhao Z, Du P, Jia S, Chen H, Zhuang G. Integrated longitudinal circulating tumor DNA profiling predicts immunotherapy response of metastatic urothelial carcinoma in the POLARIS-03 trial. J Pathol 2023; 261:198-209. [PMID: 37584165 DOI: 10.1002/path.6166] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2022] [Revised: 05/26/2023] [Accepted: 06/20/2023] [Indexed: 08/17/2023]
Abstract
Non-invasive biomarkers for immunotherapy response remain a compelling unmet medical need. POLARIS-03 is a multicenter phase II trial to evaluate the safety and efficacy of toripalimab (anti-programmed cell death 1) in refractory metastatic urothelial carcinoma (mUC). We assessed the predictive utility of longitudinal circulating tumor DNA (ctDNA) analysis from a single-institution biomarker cohort. Twenty-seven mUC patients receiving toripalimab (3 mg/kg Q2W) at Ren Ji Hospital were enrolled. Serial plasma specimens were obtained at baseline and then every two cycles during treatment. The 600-gene panel (PredicineATLAS™) liquid biopsy assay was applied to probe somatic variants and cancer cell fraction (CCF). Low-pass whole genome sequencing was used to determine the copy number abnormality (CNA) score. Across the entire cohort, we observed different degrees of concordance between somatic aberrations detected by ctDNA and those inferred by matched tumor samples. Although the baseline CCF or CNA had limited predictive value, early ctDNA response at week 8 was associated with toripalimab efficacy and prolonged patient survival. Integrating CCF and CNA decrease achieved a superior accuracy of 90.5% in classifying responders and non-responders and predicted long-term benefit from toripalimab. Dynamic changes in the CCF and CNA in blood exquisitely reflected radiographic assessment of malignant lesions, including those with FGFR3-TACC3 gene fusion or microsatellite instability. This study demonstrates the feasibility and effectiveness of integrated longitudinal ctDNA profiling as a potential biomarker in mUC patients undergoing immunotherapy and supports further clinical evaluation of minimally invasive liquid biopsy assays for treatment stratification and therapy monitoring. © 2023 The Pathological Society of Great Britain and Ireland.
Collapse
Affiliation(s)
- Jingyu Zang
- State Key Laboratory of Systems Medicine for Cancer, Department of Radiation Oncology, Shanghai Cancer Institute, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, PR China
- Department of Urology, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, PR China
| | - Ruiyun Zhang
- Department of Urology, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, PR China
| | - Di Jin
- Department of Urology, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, PR China
| | - Feng Xie
- Huidu Shanghai Medical Sciences Ltd, Shanghai, PR China
| | - Akezhouli Shahatiaili
- Department of Urology, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, PR China
| | - Guangyu Wu
- Department of Imaging, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, PR China
| | - Yue Zhang
- Huidu Shanghai Medical Sciences Ltd, Shanghai, PR China
| | | | - Pan Du
- Predicine, Inc., Hayward, CA, USA
| | - Shidong Jia
- Huidu Shanghai Medical Sciences Ltd, Shanghai, PR China
| | - Haige Chen
- Department of Urology, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, PR China
| | - Guanglei Zhuang
- Department of Urology, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, PR China
- Shanghai Key Laboratory of Gynecologic Oncology, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, PR China
| |
Collapse
|
25
|
Mariani P, Bidard FC, Rampanou A, Houy A, Servois V, Ramtohul T, Pierron G, Chevrier M, Renouf B, Lantz O, Gardrat S, Vincent-Salomon A, Roman-Roman S, Rodrigues M, Piperno-Neumann S, Cassoux N, Stern MH, Renault S. Circulating Tumor DNA as a Prognostic Factor in Patients With Resectable Hepatic Metastases of Uveal Melanoma. Ann Surg 2023; 278:e827-e834. [PMID: 36847256 PMCID: PMC10481917 DOI: 10.1097/sla.0000000000005822] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/01/2023]
Abstract
OBJECTIVE We report here the results of a prospective study of circulating tumor DNA (ctDNA) detection in patients undergoing uveal melanoma (UM) liver metastases resection (NCT02849145). BACKGROUND In UM patients, the liver is the most common and often only site of metastases. Local treatments of liver metastases, such as surgical resection, have a likely benefit in selected patients. METHODS Upon enrollment, metastatic UM patients eligible for curative liver surgery had plasma samples collected before and after surgery. GNAQ / GNA11 mutations were identified in archived tumor tissue and used to quantify ctDNA by droplet digital polymerase chain reaction which was then associated with the patient's surgical outcomes. RESULTS Forty-seven patients were included. Liver surgery was associated with a major increase of cell-free circulating DNA levels, with a peak 2 days after surgery (∼20-fold). Among 40 evaluable patients, 14 (35%) had detectable ctDNA before surgery, with a median allelic frequency of 1.1%. These patients experienced statistically shorter relapse-free survival (RFS) versus patients with no detectable ctDNA before surgery (median RFS: 5.5 vs 12.2 months; hazard ratio=2.23, 95% CI: 1.06-4.69, P =0.04), and had a numerically shorter overall survival (OS) (median OS: 27.0 vs 42.3 months). ctDNA positivity at postsurgery time points was also associated with RFS and OS. CONCLUSIONS This study is the first to report ctDNA detection rate and prognostic impact in UM patients eligible for surgical resection of their liver metastases. If confirmed by further studies in this setting, this noninvasive biomarker could inform treatment decisions in UM patients with liver metastases.
Collapse
Affiliation(s)
- Pascale Mariani
- Department of Surgical Oncology, Institut Curie, Paris, PSL Research University, Paris, France
| | - François-Clément Bidard
- Circulating Tumor Biomarkers Laboratory, Inserm CIC-BT, Department of Translational Research, Institut Curie, Paris, France
- Department of Medical Oncology, Institut Curie, Paris and Saint-Cloud, France
- UVSQ, Paris-Saclay University, Saint Cloud, Paris, France
| | - Aurore Rampanou
- Circulating Tumor Biomarkers Laboratory, Inserm CIC-BT, Department of Translational Research, Institut Curie, Paris, France
| | - Alexandre Houy
- Inserm U830, DNA Repair and Uveal Melanoma (D.R.U.M.) Team, Institut Curie, PSL Research University, Paris, France
| | - Vincent Servois
- Department of Radiology, Institut Curie, PSL Research University, Paris, France
| | - Toulsie Ramtohul
- Department of Radiology, Institut Curie, PSL Research University, Paris, France
| | - Gaelle Pierron
- Somatic Genetic Unit, Department of Genetics, Institut Curie, PSL Research University, Paris, France
| | - Marion Chevrier
- Biometry Unit, Institut Curie, PSL Research University, Paris and Saint-Cloud, France
| | - Benjamin Renouf
- Direction of the Clinical Research, Institut Curie, Paris, France
| | - Olivier Lantz
- INSERM U932, Institut Curie, PSL University, Paris, France
- Clinical Immunology Laboratory, Institut Curie, Paris, France
- Inserm CIC-BT1428, Institut Curie, Paris, France
| | - Sophie Gardrat
- Department of Diagnostic and Theranostic Medicine, Institut Curie, PSL Research University, Paris, France
| | - Anne Vincent-Salomon
- Department of Diagnostic and Theranostic Medicine, Institut Curie, PSL Research University, Paris, France
| | - Sergio Roman-Roman
- Department of Translational Research, Institut Curie, PSL Research University, Paris, France
| | - Manuel Rodrigues
- Department of Medical Oncology, Institut Curie, Paris and Saint-Cloud, France
- Inserm U830, DNA Repair and Uveal Melanoma (D.R.U.M.) Team, Institut Curie, PSL Research University, Paris, France
| | | | - Nathalie Cassoux
- Department of Surgical Oncology, Institut Curie, Paris, PSL Research University, Paris, France
| | - Marc-Henri Stern
- Inserm U830, DNA Repair and Uveal Melanoma (D.R.U.M.) Team, Institut Curie, PSL Research University, Paris, France
| | - Shufang Renault
- Circulating Tumor Biomarkers Laboratory, Inserm CIC-BT, Department of Translational Research, Institut Curie, Paris, France
| |
Collapse
|
26
|
Di Nardo L, Del Regno L, Di Stefani A, Mannino M, Fossati B, Catapano S, Quattrini L, Pellegrini C, Cortellini A, Parisi A, Capoluongo E, Autilio C, Fargnoli MC, Peris K. The dynamics of circulating tumour DNA (ctDNA) during treatment reflects tumour response in advanced melanoma patients. Exp Dermatol 2023; 32:1785-1793. [PMID: 37533342 DOI: 10.1111/exd.14901] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2022] [Revised: 07/19/2023] [Accepted: 07/21/2023] [Indexed: 08/04/2023]
Abstract
Despite the introduction of targeted (BRAFi/MEKi) and immune checkpoint inhibitors (ICIs) has significantly reduced the recurrence rate and improved the overall survival (OS) of patients with Stage III and IV melanoma, only a percentage will benefit of durable disease control. The aim of this study was to examine whether the levels of circulating tumour DNA (ctDNA) in plasma of advanced melanoma patients undergoing BRAFi/MEKi or ICIs vary according to the patients' survival outcomes (i.e. progression-free survival (PFS) and OS) and disease progression. Plasma samples of Stage III-IV melanoma patients were collected at baseline (treatment initiation) and thereafter every 3 months. Circulating BRAFV600E/K and NRASQ61R/K mutations were analysed through droplet digital PCR (ddPCR, Bio-Rad) in a total of 177 plasma samples from 48 melanoma patients (19 Stage III, 29 Stage IV). Baseline ctDNA concentration was significantly associated with OS (HR = 1.003, 95% CI = 1.000-1.006, p = 0.043) and PFS (HR = 1.004, 95% CI = 1.000-1.007, p = 0.029) independent of clinical-prognostic confounders. For each unit increase in the ∆ctDNA (concentration difference between the last follow-up and baseline) there was a 24% increased risk of disease progression, irrespective of treatment type and stage at diagnosis (OR = 1.24, 95% CI = 1.03-1.49, p = 0.020, AUC = 0.93). Patients with reduction of ctDNA level from baseline to the last follow-up had longer OS (HR = 0.14; 95% CI = 0.05-0.44, p = 0.001) and PFS (HR = 0.08; 95% CI = 0.03-0.27, p < 0.0001) compared to patients with increased ctDNA, including adjustment for confounding factors. Our findings suggest that variation of ctDNA over time during melanoma treatment reflects the clinical outcome and tumour response to therapy and might be helpful in clinical monitoring.
Collapse
Affiliation(s)
- Lucia Di Nardo
- Dermatologia, Dipartimento di Medicina e Chirurgia Traslazionale, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Laura Del Regno
- UOC di Dermatologia, Dipartimento di Scienze Mediche e Chirurgiche, Fondazione Policlinico Universitario A, Gemelli - IRCCS, Rome, Italy
| | - Alessandro Di Stefani
- UOC di Dermatologia, Dipartimento di Scienze Mediche e Chirurgiche, Fondazione Policlinico Universitario A, Gemelli - IRCCS, Rome, Italy
| | - Maria Mannino
- UOC di Dermatologia, Dipartimento di Scienze Mediche e Chirurgiche, Fondazione Policlinico Universitario A, Gemelli - IRCCS, Rome, Italy
| | - Barbara Fossati
- UOC di Dermatologia, Dipartimento di Scienze Mediche e Chirurgiche, Fondazione Policlinico Universitario A, Gemelli - IRCCS, Rome, Italy
| | - Silvia Catapano
- UOC di Dermatologia, Dipartimento di Scienze Mediche e Chirurgiche, Fondazione Policlinico Universitario A, Gemelli - IRCCS, Rome, Italy
| | - Laura Quattrini
- UOC di Dermatologia, Dipartimento di Scienze Mediche e Chirurgiche, Fondazione Policlinico Universitario A, Gemelli - IRCCS, Rome, Italy
| | - Cristina Pellegrini
- Department of Biotechnological and Applied Clinical Sciences, University of L'Aquila, L'Aquila, Italy
| | - Alessio Cortellini
- Medical Oncology Unit, Fondazione Policlinico Universitario Campus Bio-Medico, Rome, Italy
- Department of Surgery & Cancer, Imperial College London, London, UK
| | - Alessandro Parisi
- Department of Oncology, Università Politecnica delle Marche, Azienda Ospedaliero-Universitaria Ospedali Riuniti di Ancona, Ancona, Italy
- Department of Life, Health and Environmental Sciences, University of L'Aquila, L'Aquila, Italy
| | - Ettore Capoluongo
- Dipartimento di Medicina Molecolare e Biotecnologie Mediche, Università Federico II, Naples, Italy
- CEINGE, Advanced Biotechnology, Naples, Italy
- Department of Clinical Pathology and Genomics, Ospedale Cannizzaro, Catania, Italy
| | - Chiara Autilio
- Department of Biochemistry and Molecular Biology and Research Institute Hospital, Complutense University, Madrid, Spain
| | - Maria Concetta Fargnoli
- Department of Biotechnological and Applied Clinical Sciences, University of L'Aquila, L'Aquila, Italy
- Dermatology Unit, San Salvatore Hospital, L'Aquila, Italy
| | - Ketty Peris
- Dermatologia, Dipartimento di Medicina e Chirurgia Traslazionale, Università Cattolica del Sacro Cuore, Rome, Italy
- UOC di Dermatologia, Dipartimento di Scienze Mediche e Chirurgiche, Fondazione Policlinico Universitario A, Gemelli - IRCCS, Rome, Italy
| |
Collapse
|
27
|
Wang X, Qiao Z, Aramini B, Lin D, Li X, Fan J. Potential biomarkers for immunotherapy in non-small-cell lung cancer. Cancer Metastasis Rev 2023; 42:661-675. [PMID: 37121931 DOI: 10.1007/s10555-022-10074-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/07/2022] [Accepted: 12/09/2022] [Indexed: 05/02/2023]
Abstract
For individuals with advanced or metastatic non-small cell lung cancer (NSCLC), the primary treatment is platinum-based doublet chemotherapy. Immune checkpoint inhibitors (ICIs), primarily PD-1/PD-L1 and CTLA-4, have been found to be effective in patients with NSCLC who have no EGFR/ALK mutations. Furthermore, ICIs are considered a standard therapy. The quantity of fresh immunogenic antigens discovered by cytotoxic T cells was measured by PD-L1 expression and tumor mutational burden (TMB), which were the first biomarkers assessed in clinical trials. However, immunotherapy did not have response efficacy markers similar to targeted therapy, highlighting the significance of newly developed biomarkers. This investigation aims to review the research on immunotherapy for NSCLC, focusing primarily on the impact of biomarkers on efficacy prediction to determine whether biomarkers may be utilized to evaluate the effectiveness of immunotherapy.
Collapse
Affiliation(s)
- Xing Wang
- Department of Thoracic Surgery, Shanghai General Hospital, Shanghai, China
| | - Ziyun Qiao
- Department of Thoracic Surgery, Shanghai General Hospital, Shanghai, China
| | - Beatrice Aramini
- Division of Thoracic Surgery, Department of Experimental, Diagnostic and Specialty Medicine-DIMES of the Alma Mater Studiorum, G.B. Morgagni-L. Pierantoni Hospital, University of Bologna, Forlì, Italy
| | - Dong Lin
- Department of Thoracic Surgery, Shanghai General Hospital, Shanghai, China
| | - Xiaolong Li
- Department of Thoracic Surgery, Shanghai General Hospital, Shanghai, China
| | - Jiang Fan
- Department of Thoracic Surgery, Shanghai General Hospital, Shanghai, China.
| |
Collapse
|
28
|
Li M, Wu B, Li L, Lv C, Tian Y. Reprogramming of cancer-associated fibroblasts combined with immune checkpoint inhibitors: A potential therapeutic strategy for cancers. Biochim Biophys Acta Rev Cancer 2023; 1878:188945. [PMID: 37356739 DOI: 10.1016/j.bbcan.2023.188945] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Revised: 06/21/2023] [Accepted: 06/21/2023] [Indexed: 06/27/2023]
Abstract
Activated fibroblasts, namely cancer-associated fibroblasts (CAFs), are highly heterogeneous in phenotypes, functions, and origins. CAFs originated from varieties of cell types, including local resident fibroblasts, epithelial cells, mesenchymal stromal cells, or others. These cells participate in tumor angiogenesis, mechanics, drug access, and immune suppression, with the latter being particularly important. It was difficult to distinguish CAFs by subsets due to their complex origins until the use of scRNA-seq. Reprogramming CAFs with TGFβ-RI inhibitor, a CXCR4 blocker, or other methods increases T cells activation and infiltration, together with a decrease in CAFs recruitment, thus improving the prognosis. As depletion of CAFs can't bring clinical benefit, the combination of reprogramming CAFs and immune checkpoint inhibitors (ICIs) come into consideration. It has shown better outcomes compared with monotherapy respectively in basic/preclinical researches, and needs more data on clinical trials. Combination therapy may be a promising and expecting method for treatment of cancer.
Collapse
Affiliation(s)
- Min Li
- Department of Mammary Gland, Dalian Women and Children's Medical Center(Group), No. 1 Dunhuang Road, Dalian 116000, Liaoning Province, China; Department of General Surgery, Shengjing Hospital of China Medical University, No.36.Sanhao Street, Shenyang 110004, Liaoning Province, China
| | - Baokang Wu
- Department of General Surgery, Shengjing Hospital of China Medical University, No.36.Sanhao Street, Shenyang 110004, Liaoning Province, China
| | - Lunxu Li
- Department of General Surgery, Shengjing Hospital of China Medical University, No.36.Sanhao Street, Shenyang 110004, Liaoning Province, China
| | - Chao Lv
- Department of General Surgery, Shengjing Hospital of China Medical University, No.36.Sanhao Street, Shenyang 110004, Liaoning Province, China
| | - Yu Tian
- Department of General Surgery, Shengjing Hospital of China Medical University, No.36.Sanhao Street, Shenyang 110004, Liaoning Province, China.
| |
Collapse
|
29
|
Yokoi A, Ukai M, Yasui T, Inokuma Y, Hyeon-Deuk K, Matsuzaki J, Yoshida K, Kitagawa M, Chattrairat K, Iida M, Shimada T, Manabe Y, Chang IY, Asano-Inami E, Koya Y, Nawa A, Nakamura K, Kiyono T, Kato T, Hirakawa A, Yoshioka Y, Ochiya T, Hasegawa T, Baba Y, Yamamoto Y, Kajiyama H. Identifying high-grade serous ovarian carcinoma-specific extracellular vesicles by polyketone-coated nanowires. SCIENCE ADVANCES 2023; 9:eade6958. [PMID: 37418532 PMCID: PMC10328412 DOI: 10.1126/sciadv.ade6958] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/01/2022] [Accepted: 06/02/2023] [Indexed: 07/09/2023]
Abstract
Cancer cell-derived extracellular vesicles (EVs) have unique protein profiles, making them promising targets as disease biomarkers. High-grade serous ovarian carcinoma (HGSOC) is the deadly subtype of epithelial ovarian cancer, and we aimed to identify HGSOC-specific membrane proteins. Small EVs (sEVs) and medium/large EVs (m/lEVs) from cell lines or patient serum and ascites were analyzed by LC-MS/MS, revealing that both EV subtypes had unique proteomic characteristics. Multivalidation steps identified FRα, Claudin-3, and TACSTD2 as HGSOC-specific sEV proteins, but m/lEV-associated candidates were not identified. In addition, for using a simple-to-use microfluidic device for EV isolation, polyketone-coated nanowires (pNWs) were developed, which efficiently purify sEVs from biofluids. Multiplexed array assays of sEVs isolated by pNW showed specific detectability in cancer patients and predicted clinical status. In summary, the HGSOC-specific marker detection by pNW are a promising platform as clinical biomarkers, and these insights provide detailed proteomic aspects of diverse EVs in HGSOC patients.
Collapse
Affiliation(s)
- Akira Yokoi
- Department of Obstetrics and Gynecology, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Showa-ku, Nagoya 466-8550, Japan
- Nagoya University Institute for Advanced Research, Furo-cho, Chikusa-ku, Nagoya 464-8603, Japan
- Japan Science and Technology Agency (JST), FOREST, 4-1-8 Honcho, Kawaguchi, Saitama 332-0012, Japan
| | - Mayu Ukai
- Department of Obstetrics and Gynecology, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Showa-ku, Nagoya 466-8550, Japan
| | - Takao Yasui
- Department of Life Science and Technology, Tokyo Institute of Technology, Nagatsuta 4259, Midori-ku, Yokohama 226-8501, Japan
- Department of Biomolecular Engineering, Graduate School of Engineering, Nagoya University, Furo-cho, Chikusa-ku, Nagoya 464-8603, Japan
- Japan Science and Technology Agency (JST), PRESTO, 4-1-8 Honcho, Kawaguchi, Saitama 332-0012, Japan
- Institute of Nano-Life-Systems, Institutes of Innovation for Future Society, Nagoya University, Furo-cho, Chikusa-ku, Nagoya 464-8603, Japan
| | - Yasuhide Inokuma
- Japan Science and Technology Agency (JST), FOREST, 4-1-8 Honcho, Kawaguchi, Saitama 332-0012, Japan
- Japan Science and Technology Agency (JST), PRESTO, 4-1-8 Honcho, Kawaguchi, Saitama 332-0012, Japan
- Division of Applied Chemistry, Faculty of Engineering, Hokkaido University, Kita 13 Nishi 8 Kita-ku, Sapporo, Hokkaido 060-8628, Japan
- Institute for Chemical Reaction Design and Discovery (WPI-ICReDD), Hokkaido University, Kita 21, Nishi 10, Kita-ku, Sapporo, Hokkaido 001-0021, Japan
| | - Kim Hyeon-Deuk
- Japan Science and Technology Agency (JST), PRESTO, 4-1-8 Honcho, Kawaguchi, Saitama 332-0012, Japan
- Department of Chemistry, Kyoto University, Yoshida-honmachi, Sakyo-ku, Kyoto 606-8502, Japan
| | - Juntaro Matsuzaki
- Division of Pharmacotherapeutics, Keio University Faculty of Pharmacy, 2-15-45 Mita, Minato-ku, Tokyo 108-8345, Japan
| | - Kosuke Yoshida
- Department of Obstetrics and Gynecology, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Showa-ku, Nagoya 466-8550, Japan
- Nagoya University Institute for Advanced Research, Furo-cho, Chikusa-ku, Nagoya 464-8603, Japan
| | - Masami Kitagawa
- Department of Obstetrics and Gynecology, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Showa-ku, Nagoya 466-8550, Japan
- Bell Research Center, Department of Obstetrics and Gynecology Collaborative Research, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Showa-ku, Nagoya 466-8550, Japan
| | - Kunanon Chattrairat
- Department of Biomolecular Engineering, Graduate School of Engineering, Nagoya University, Furo-cho, Chikusa-ku, Nagoya 464-8603, Japan
| | - Mikiko Iida
- Department of Biomolecular Engineering, Graduate School of Engineering, Nagoya University, Furo-cho, Chikusa-ku, Nagoya 464-8603, Japan
| | - Taisuke Shimada
- Department of Biomolecular Engineering, Graduate School of Engineering, Nagoya University, Furo-cho, Chikusa-ku, Nagoya 464-8603, Japan
| | - Yumehiro Manabe
- Division of Applied Chemistry, Faculty of Engineering, Hokkaido University, Kita 13 Nishi 8 Kita-ku, Sapporo, Hokkaido 060-8628, Japan
| | - I-Ya Chang
- Department of Chemistry, Kyoto University, Yoshida-honmachi, Sakyo-ku, Kyoto 606-8502, Japan
| | - Eri Asano-Inami
- Department of Obstetrics and Gynecology, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Showa-ku, Nagoya 466-8550, Japan
- Bell Research Center, Department of Obstetrics and Gynecology Collaborative Research, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Showa-ku, Nagoya 466-8550, Japan
| | - Yoshihiro Koya
- Department of Obstetrics and Gynecology, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Showa-ku, Nagoya 466-8550, Japan
- Bell Research Center, Department of Obstetrics and Gynecology Collaborative Research, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Showa-ku, Nagoya 466-8550, Japan
| | - Akihiro Nawa
- Department of Obstetrics and Gynecology, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Showa-ku, Nagoya 466-8550, Japan
- Bell Research Center, Department of Obstetrics and Gynecology Collaborative Research, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Showa-ku, Nagoya 466-8550, Japan
| | - Kae Nakamura
- Department of Obstetrics and Gynecology, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Showa-ku, Nagoya 466-8550, Japan
- Center for Low-Temperature Plasma Sciences, Nagoya University, Furo-cho, Chikusa-ku, Nagoya 464-8603, Japan
| | - Tohru Kiyono
- Project for Prevention of HPV-related Cancer, Exploratory Oncology Research and Clinical Trial Center, National Cancer Center, 6-5-1 Kashiwanoha, Kashiwa, Chiba 277-8577, Japan
| | - Tomoyasu Kato
- Department of Gynecologic Oncology, National Cancer Center Hospital, 5-1-1 Tsukiji, Chuo-ku, Tokyo 104-0045, Japan
| | - Akihiko Hirakawa
- Department of Clinical Biostatistics, Graduate School of Medical and Dental Sciences, Tokyo Medical and Dental University, 1-5-45 Yushima, Bunkyo-ku, Tokyo 113-8519, Japan
| | - Yusuke Yoshioka
- Department of Molecular and Cellular Medicine, Institute of Medical Science, Tokyo Medical University, 6-1-1 Shinjuku, Shinjuku-ku, Tokyo 160-8402, Japan
| | - Takahiro Ochiya
- Department of Molecular and Cellular Medicine, Institute of Medical Science, Tokyo Medical University, 6-1-1 Shinjuku, Shinjuku-ku, Tokyo 160-8402, Japan
| | - Takeshi Hasegawa
- Institute for Chemical Research, Kyoto University, Gokasho, Uji, Kyoto 611-0011, Japan
| | - Yoshinobu Baba
- Department of Biomolecular Engineering, Graduate School of Engineering, Nagoya University, Furo-cho, Chikusa-ku, Nagoya 464-8603, Japan
- Institute of Nano-Life-Systems, Institutes of Innovation for Future Society, Nagoya University, Furo-cho, Chikusa-ku, Nagoya 464-8603, Japan
- Institute of Quantum Life Science, National Institutes for Quantum and Radiological Science and Technology, 4-9-1 Kanagawa, Inage-ku, Chiba, Chiba 263-8555, Japan
| | - Yusuke Yamamoto
- Laboratory of Integrative Oncology, National Cancer Center Research Institute, 5-1-1 Tsukiji, Chuo-ku, Tokyo 104-0045, Japan
| | - Hiroaki Kajiyama
- Division of Pharmacotherapeutics, Keio University Faculty of Pharmacy, 2-15-45 Mita, Minato-ku, Tokyo 108-8345, Japan
| |
Collapse
|
30
|
Greten TF, Schwabe R, Bardeesy N, Ma L, Goyal L, Kelley RK, Wang XW. Immunology and immunotherapy of cholangiocarcinoma. Nat Rev Gastroenterol Hepatol 2023; 20:349-365. [PMID: 36697706 DOI: 10.1038/s41575-022-00741-4] [Citation(s) in RCA: 87] [Impact Index Per Article: 43.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 12/23/2022] [Indexed: 01/27/2023]
Abstract
Cholangiocarcinoma is the second most common primary liver cancer. Its incidence is low in the Western world but is rising globally. Surgery, chemotherapy and radiation therapy have been the only treatment options for decades. Progress in our molecular understanding of the disease and the identification of druggable targets, such as IDH1 mutations and FGFR2 fusions, has provided new treatment options. Immunotherapy has emerged as a potent strategy for many different types of cancer and has shown efficacy in combination with chemotherapy for cholangiocarcinoma. In this Review, we discuss findings related to key immunological aspects of cholangiocarcinoma, including the heterogeneous landscape of immune cells within the tumour microenvironment, the immunomodulatory effect of the microbiota and IDH1 mutations, and the association of immune-related signatures and patient outcomes. We introduce findings from preclinical immunotherapy studies, discuss future immune-mediated treatment options, and provide a summary of results from clinical trials testing immune-based approaches in patients with cholangiocarcinoma. This Review provides a thorough survey of our knowledge on immune signatures and immunotherapy in cholangiocarcinoma.
Collapse
Affiliation(s)
- Tim F Greten
- Gastrointestinal Malignancies Section, Thoracic and Gastrointestinal Malignancies Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA.
- Liver Cancer Program, Bethesda, MD, USA.
| | - Robert Schwabe
- Institute of Human Nutrition, Columbia University, New York, NY, USA
- Department of Medicine, Columbia University, New York, NY, USA
| | - Nabeel Bardeesy
- Department of Medicine, Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA, USA
- Cancer Program, Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Lichun Ma
- Cancer Data Science Laboratory, Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA
| | - Lipika Goyal
- Division of Oncology, Stanford School of Medicine, Palo Alto, CA, USA
| | - Robin K Kelley
- Department of Medicine, Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, CA, USA
| | - Xin W Wang
- Liver Cancer Program, Bethesda, MD, USA
- Liver Carcinogenesis Section, Laboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA
| |
Collapse
|
31
|
Cheng L, Gao G, Zhao C, Wang H, Yao C, Yu H, Yao J, Li F, Guo L, Jian Q, Chen X, Li X, Zhou C. Personalized circulating tumor DNA detection to monitor immunotherapy efficacy and predict outcome in locally advanced or metastatic non-small cell lung cancer. Cancer Med 2023. [PMID: 37184093 DOI: 10.1002/cam4.6108] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Revised: 04/24/2023] [Accepted: 05/07/2023] [Indexed: 05/16/2023] Open
Abstract
OBJECTIVE Immune checkpoint inhibitors (ICIs) or combined with chemotherapy exhibit substantial efficacy for the treatment of advanced non-small cell lung cancer (NSCLC). However, reliable biomarkers that can monitor response to first-line ICIs ± chemotherapy remain unclear. METHODS A total of 16 tumor tissues and 46 matched peripheral blood samples at baseline and during treatment were retrospectively collected from 19 locally advanced or metastatic NSCLC patients. The circulating tumor DNA (ctDNA) burden by tumor-informed assay was detected to monitor and predict the therapeutic response and survival of NSCLC patients treated with first-line ICIs or plus chemotherapy. RESULTS We found that ctDNA was only positively detected in one patient by tumor-agnostic assay with a mean variant allele fraction (VAF) of 6.40%, whereas it was positively detected in three patients by tumor-informed assay with a mean VAF of 8.83%, 0.154%, and 0.176%, respectively. Tumor-informed assays could sensitively detect ctDNA in 93.75% (15/16) of patients. Trends in the level of ctDNA from baseline to first evaluation was consistent with the radiographic changes. There was a greater decrease in ctDNA after treatment compared with baseline in patients with partial response compared to patients with stable disease/progressive disease. Patients with over a 50% reduction in ctDNA had a significant progression-free survival and overall survival benefit. CONCLUSION The tumor-informed assay was favorable for ctDNA detection, and early dynamic changes in plasma ctDNA may be a valuable biomarker for monitoring the efficacy and predicting the outcome in advanced NSCLC patients treated with first-line ICIs ± chemotherapy.
Collapse
Affiliation(s)
- Lei Cheng
- Department of Lung Cancer and Immunology, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Guanghui Gao
- Department of Medical Oncology, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Chao Zhao
- Department of Lung Cancer and Immunology, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Haowei Wang
- Department of Medical Oncology, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Chao Yao
- OrigiMed Co., Ltd, Shanghai, China
| | | | | | - Feng Li
- OrigiMed Co., Ltd, Shanghai, China
| | | | | | - Xiaoxia Chen
- Department of Medical Oncology, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Xuefei Li
- Department of Lung Cancer and Immunology, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Caicun Zhou
- Department of Medical Oncology, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China
| |
Collapse
|
32
|
Filis P, Kyrochristos I, Korakaki E, Baltagiannis EG, Thanos D, Roukos DH. Longitudinal ctDNA profiling in precision oncology and immunο-oncology. Drug Discov Today 2023; 28:103540. [PMID: 36822363 DOI: 10.1016/j.drudis.2023.103540] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2022] [Revised: 12/13/2022] [Accepted: 02/15/2023] [Indexed: 02/25/2023]
Abstract
Serial analysis of circulating tumor DNA (ctDNA) over the disease course is emerging as a prognostic, predictive and patient-monitoring biomarker. In the metastatic setting, several multigene ctDNA assays have been approved or recommended by regulatory organizations for personalized targeted therapy, especially for lung cancer. By contrast, in nonmetastatic disease, detection of ctDNA resulting from minimal residual disease (MRD) following multimodal treatment with curative intent presents major technical challenges. Several studies using tumor genotyping-informed serial ctDNA profiling have provided promising findings on the sensitivity and specificity of ctDNA in predicting the risk of recurrence. We discuss progress, limitations and future perspectives relating to the use of ctDNA as a biomarker to guide targeted therapy in metastatic disease, as well as the use of ctDNA MRD detection to guide adjuvant treatment in the nonmetastatic setting.
Collapse
Affiliation(s)
- Panagiotis Filis
- Centre for Biosystems and Genome Network Medicine, Ioannina University, 45110 Ioannina, Greece; Department of Medical Oncology, Medical School, University of Ioannina, 45110 Ioannina, Greece
| | - Ioannis Kyrochristos
- Centre for Biosystems and Genome Network Medicine, Ioannina University, 45110 Ioannina, Greece; Department of General, Visceral, and Transplant Surgery, Ludwig-Maximilians-University Munich, D-80539 Munich, Germany
| | - Efterpi Korakaki
- Centre for Biosystems and Genome Network Medicine, Ioannina University, 45110 Ioannina, Greece; Department of Physiology, Medical School, University of Ioannina, Ioannina 45110, Greece
| | - Evangelos G Baltagiannis
- Centre for Biosystems and Genome Network Medicine, Ioannina University, 45110 Ioannina, Greece; Department of Surgery, University Hospital of Ioannina, Ioannina 45500, Greece
| | - Dimitris Thanos
- Center of Basic Research, Biomedical Research Foundation of the Academy of Athens, 11527 Athens, Greece
| | - Dimitrios H Roukos
- Centre for Biosystems and Genome Network Medicine, Ioannina University, 45110 Ioannina, Greece; Department of Systems Biology, Biomedical Research Foundation of the Academy of Athens (BRFAA), 11527 Athens, Greece.
| |
Collapse
|
33
|
Advances in the Study of Hyperprogression of Different Tumors Treated with PD-1/PD-L1 Antibody and the Mechanisms of Its Occurrence. Cancers (Basel) 2023; 15:cancers15041314. [PMID: 36831655 PMCID: PMC9954680 DOI: 10.3390/cancers15041314] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2023] [Revised: 02/14/2023] [Accepted: 02/17/2023] [Indexed: 02/22/2023] Open
Abstract
Immune checkpoint inhibitors (ICIs) including PD-1/PD-L1 antibodies, have demonstrated significant clinical benefits in the treatment of individuals with many types of cancer. However, as more and more patients use such therapies, the side effects of immune checkpoint inhibitors have also been discovered. These include accelerated tumor growth in some patients, creating new lesions, and even life-threatening ones. These side effects are known as hyperprogression disease (HPD), and different types of tumors have different HPD conditions after ICIs treatment. Therefore, understanding the pathogenesis of HPD and predicting its occurrence is critical for patients using ICIs therapy. Here, we will briefly review the current status of PD-1/PD-L1 antibody therapy, HPD occurrence in various types of tumors, and the underlying mechanism.
Collapse
|
34
|
Xie Y, Lin J, Zhang N, Wang X, Wang P, Peng S, Li J, Wu Y, Huang Y, Zhuang Z, Shen D, Zhu M, Liu X, Liu G, Meng X, Huang M, Yu H, Luo Y. Prevalent Pseudoprogression and Pseudoresidue in Patients With Rectal Cancer Treated With Neoadjuvant Immune Checkpoint Inhibitors. J Natl Compr Canc Netw 2023; 21:133-142.e3. [PMID: 36791752 DOI: 10.6004/jnccn.2022.7071] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Accepted: 08/23/2022] [Indexed: 02/17/2023]
Abstract
BACKGROUND Immune checkpoint inhibitor (ICI) treatment in patients with microsatellite instability-high/mismatch repair deficient (MSI-H/dMMR) tumors holds promise in reshaping organ preservation in rectal cancer. However, the benefits are accompanied by distinctive patterns of response, introducing a dilemma in the response evaluation for clinical decision-making. PATIENTS AND METHODS Patients with locally advanced rectal cancer with MSI-H/dMMR tumors receiving neoadjuvant ICI (nICI) treatment (n=13) and matched patients receiving neoadjuvant chemoradiotherapy (nCRT; n=13) were included to compare clinical response and histopathologic features. RESULTS Among the 13 patients receiving nICI treatment, in the final radiologic evaluation prior to surgery (at a median of 103 days after initiation of therapy), progressive disease (n=3), stable disease (n=1), partial response (n=7), and complete response (n=2) were observed. However, these patients were later confirmed as having pathologic complete response, resulting in pseudoprogression and pseudoresidue with incidences of 23.1% (n=3) and 76.9% (n=10), respectively, whereas no pseudoprogression was found in the 13 patients receiving nCRT. We further revealed the histopathologic basis underlying the pseudoprogression and pseudoresidue by discovering the distinctive immune-related regression features after nICI treatment, including fibrogenesis, dense lymphocytes, and plasma cell infiltration. CONCLUSIONS Pseudoprogression and pseudoresidue were unique and prevalent response patterns in MSI-H/dMMR rectal cancer after nICI treatment. Our findings highlight the importance of developing specific strategies for response evaluation in neoadjuvant immunotherapy to identify patients with a good response in whom sphincter/organ-preserving or watch-and-wait strategies may be considered.
Collapse
Affiliation(s)
- Yumo Xie
- Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China.,Guangdong Institute of Gastroenterology, Guangzhou, Guangdong, China.,Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Jinxin Lin
- Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China.,Guangdong Institute of Gastroenterology, Guangzhou, Guangdong, China.,Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Ning Zhang
- Department of Pathology, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Xiaolin Wang
- Guangdong Institute of Gastroenterology, Guangzhou, Guangdong, China
| | - Puning Wang
- Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China.,Guangdong Institute of Gastroenterology, Guangzhou, Guangdong, China.,Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Shaoyong Peng
- Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China.,Guangdong Institute of Gastroenterology, Guangzhou, Guangdong, China.,Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Juan Li
- Department of Endoscopic Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Yuanhui Wu
- Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China.,Guangdong Institute of Gastroenterology, Guangzhou, Guangdong, China.,Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Yaoyi Huang
- Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China.,Guangdong Institute of Gastroenterology, Guangzhou, Guangdong, China.,Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Zhuokai Zhuang
- Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China.,Guangdong Institute of Gastroenterology, Guangzhou, Guangdong, China.,Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Dingcheng Shen
- Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China.,Guangdong Institute of Gastroenterology, Guangzhou, Guangdong, China.,Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Mingxuan Zhu
- Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China.,Guangdong Institute of Gastroenterology, Guangzhou, Guangdong, China.,Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Xiaoxia Liu
- Guangdong Institute of Gastroenterology, Guangzhou, Guangdong, China
| | - Guangjian Liu
- Department of Medical Ultrasonics, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Xiaochun Meng
- Department of Radiology, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Meijin Huang
- Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China.,Guangdong Institute of Gastroenterology, Guangzhou, Guangdong, China.,Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Huichuan Yu
- Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China.,Guangdong Institute of Gastroenterology, Guangzhou, Guangdong, China.,Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Yanxin Luo
- Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China.,Guangdong Institute of Gastroenterology, Guangzhou, Guangdong, China.,Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| |
Collapse
|
35
|
Vellanki PJ, Ghosh S, Pathak A, Fusco MJ, Bloomquist EW, Tang S, Singh H, Philip R, Pazdur R, Beaver JA. Regulatory implications of ctDNA in immuno-oncology for solid tumors. J Immunother Cancer 2023; 11:e005344. [PMID: 36796877 PMCID: PMC9936292 DOI: 10.1136/jitc-2022-005344] [Citation(s) in RCA: 25] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/14/2022] [Indexed: 02/18/2023] Open
Abstract
In the era of precision oncology, use of circulating tumor DNA (ctDNA) is emerging as a minimally invasive approach for the diagnosis and management of patients with cancer and as an enrichment tool in clinical trials. In recent years, the US Food and Drug Administration has approved multiple ctDNA-based companion diagnostic assays for the safe and effective use of targeted therapies and ctDNA-based assays are also being developed for use with immuno-oncology-based therapies. For early-stage solid tumor cancers, ctDNA may be particularly important to detect molecular residual disease (MRD) to support early implementation of adjuvant or escalated therapy to prevent development of metastatic disease. Clinical trials are also increasingly using ctDNA MRD for patient selection and stratification, with an ultimate goal of improving trial efficiency through use of an enriched patient population. Standardization and harmonization of ctDNA assays and methodologies, along with further clinical validation of ctDNA as a prognostic and predictive biomarker, are necessary before ctDNA may be considered as an efficacy-response biomarker to support regulatory decision making.
Collapse
Affiliation(s)
- Paz J Vellanki
- Center for Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, Maryland, USA
| | - Soma Ghosh
- Center for Devices and Radiological Health, US Food and Drug Administration, Silver Spring, Maryland, USA
| | - Anand Pathak
- Center for Devices and Radiological Health, US Food and Drug Administration, Silver Spring, Maryland, USA
| | - Michael J Fusco
- Center for Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, Maryland, USA
| | - Erik W Bloomquist
- Center for Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, Maryland, USA
| | - Shenghui Tang
- Center for Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, Maryland, USA
| | - Harpreet Singh
- Center for Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, Maryland, USA
- Oncology Center of Excellence, US Food and Drug Administration, Silver Spring, Maryland, USA
| | - Reena Philip
- Oncology Center of Excellence, US Food and Drug Administration, Silver Spring, Maryland, USA
| | - Richard Pazdur
- Oncology Center of Excellence, US Food and Drug Administration, Silver Spring, Maryland, USA
| | - Julia A Beaver
- Oncology Center of Excellence, US Food and Drug Administration, Silver Spring, Maryland, USA
| |
Collapse
|
36
|
Spiliopoulou P, Vornicova O, Genta S, Spreafico A. Shaping the Future of Immunotherapy Targets and Biomarkers in Melanoma and Non-Melanoma Cutaneous Cancers. Int J Mol Sci 2023; 24:1294. [PMID: 36674809 PMCID: PMC9862040 DOI: 10.3390/ijms24021294] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Revised: 01/04/2023] [Accepted: 01/05/2023] [Indexed: 01/11/2023] Open
Abstract
Recent advances in treating cutaneous melanoma have resulted in impressive patient survival gains. Refinement of disease staging and accurate patient risk classification have significantly improved our prognostic knowledge and ability to accurately stratify treatment. Undoubtedly, the most important step towards optimizing patient outcomes has been the advent of cancer immunotherapy, in the form of immune checkpoint inhibition (ICI). Immunotherapy has established its cardinal role in the management of both early and late-stage melanoma. Through leveraging outcomes in melanoma, immunotherapy has also extended its benefit to other types of skin cancers. In this review, we endeavor to summarize the current role of immunotherapy in melanoma and non-melanoma skin cancers, highlight the most pertinent immunotherapy-related molecular biomarkers, and lastly, shed light on future research directions.
Collapse
Affiliation(s)
- Pavlina Spiliopoulou
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 2C1, Canada
| | - Olga Vornicova
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 2C1, Canada
- Mount Sinai Hospital, University Health Network, Toronto, ON M5G 1X5, Canada
| | - Sofia Genta
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 2C1, Canada
| | - Anna Spreafico
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 2C1, Canada
| |
Collapse
|
37
|
Bosse KR, Giudice AM, Lane MV, McIntyre B, Schürch PM, Pascual-Pasto G, Buongervino SN, Suresh S, Fitzsimmons A, Hyman A, Gemino-Borromeo M, Saggio J, Berko ER, Daniels AA, Stundon J, Friedrichsen M, Liu X, Margolis ML, Li MM, Tierno MB, Oxnard GR, Maris JM, Mossé YP. Serial Profiling of Circulating Tumor DNA Identifies Dynamic Evolution of Clinically Actionable Genomic Alterations in High-Risk Neuroblastoma. Cancer Discov 2022; 12:2800-2819. [PMID: 36108156 PMCID: PMC9722579 DOI: 10.1158/2159-8290.cd-22-0287] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2022] [Revised: 07/21/2022] [Accepted: 09/13/2022] [Indexed: 01/12/2023]
Abstract
Neuroblastoma evolution, heterogeneity, and resistance remain inadequately defined, suggesting a role for circulating tumor DNA (ctDNA) sequencing. To define the utility of ctDNA profiling in neuroblastoma, 167 blood samples from 48 high-risk patients were evaluated for ctDNA using comprehensive genomic profiling. At least one pathogenic genomic alteration was identified in 56% of samples and 73% of evaluable patients, including clinically actionable ALK and RAS-MAPK pathway variants. Fifteen patients received ALK inhibition (ALKi), and ctDNA data revealed dynamic genomic evolution under ALKi therapeutic pressure. Serial ctDNA profiling detected disease evolution in 15 of 16 patients with a recurrently identified variant-in some cases confirming disease progression prior to standard surveillance methods. Finally, ctDNA-defined ERRFI1 loss-of-function variants were validated in neuroblastoma cellular models, with the mutant proteins exhibiting loss of wild-type ERRFI1's tumor-suppressive functions. Taken together, ctDNA is prevalent in children with high-risk neuroblastoma and should be followed throughout neuroblastoma treatment. SIGNIFICANCE ctDNA is prevalent in children with neuroblastoma. Serial ctDNA profiling in patients with neuroblastoma improves the detection of potentially clinically actionable and functionally relevant variants in cancer driver genes and delineates dynamic tumor evolution and disease progression beyond that of standard tumor sequencing and clinical surveillance practices. See related commentary by Deubzer et al., p. 2727. This article is highlighted in the In This Issue feature, p. 2711.
Collapse
Affiliation(s)
- Kristopher R. Bosse
- Division of Oncology and Center for Childhood Cancer Research, Children’s Hospital of Philadelphia; Philadelphia, PA, 19104; USA
- Department of Pediatrics, Perelman School of Medicine at the University of Pennsylvania; Philadelphia, PA, 19104; USA
| | - Anna Maria Giudice
- Division of Oncology and Center for Childhood Cancer Research, Children’s Hospital of Philadelphia; Philadelphia, PA, 19104; USA
| | - Maria V. Lane
- Division of Oncology and Center for Childhood Cancer Research, Children’s Hospital of Philadelphia; Philadelphia, PA, 19104; USA
| | - Brendan McIntyre
- Division of Oncology and Center for Childhood Cancer Research, Children’s Hospital of Philadelphia; Philadelphia, PA, 19104; USA
| | - Patrick M. Schürch
- Division of Oncology and Center for Childhood Cancer Research, Children’s Hospital of Philadelphia; Philadelphia, PA, 19104; USA
| | - Guillem Pascual-Pasto
- Division of Oncology and Center for Childhood Cancer Research, Children’s Hospital of Philadelphia; Philadelphia, PA, 19104; USA
| | - Samantha N. Buongervino
- Division of Oncology and Center for Childhood Cancer Research, Children’s Hospital of Philadelphia; Philadelphia, PA, 19104; USA
| | - Sriyaa Suresh
- Division of Oncology and Center for Childhood Cancer Research, Children’s Hospital of Philadelphia; Philadelphia, PA, 19104; USA
| | - Alana Fitzsimmons
- Division of Oncology and Center for Childhood Cancer Research, Children’s Hospital of Philadelphia; Philadelphia, PA, 19104; USA
| | - Adam Hyman
- Division of Oncology and Center for Childhood Cancer Research, Children’s Hospital of Philadelphia; Philadelphia, PA, 19104; USA
| | - Maria Gemino-Borromeo
- Division of Oncology and Center for Childhood Cancer Research, Children’s Hospital of Philadelphia; Philadelphia, PA, 19104; USA
| | - Jennifer Saggio
- Division of Oncology and Center for Childhood Cancer Research, Children’s Hospital of Philadelphia; Philadelphia, PA, 19104; USA
| | - Esther R. Berko
- Division of Oncology and Center for Childhood Cancer Research, Children’s Hospital of Philadelphia; Philadelphia, PA, 19104; USA
| | - Alexander A. Daniels
- Division of Oncology and Center for Childhood Cancer Research, Children’s Hospital of Philadelphia; Philadelphia, PA, 19104; USA
| | - Jennifer Stundon
- Division of Oncology and Center for Childhood Cancer Research, Children’s Hospital of Philadelphia; Philadelphia, PA, 19104; USA
| | | | - Xin Liu
- Foundation Medicine, Inc. Cambridge, MA 02141; USA
| | | | - Marilyn M. Li
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine at the University of Pennsylvania and the Children’s Hospital of Philadelphia; Philadelphia, PA, 19104; USA
| | | | | | - John M. Maris
- Division of Oncology and Center for Childhood Cancer Research, Children’s Hospital of Philadelphia; Philadelphia, PA, 19104; USA
- Department of Pediatrics, Perelman School of Medicine at the University of Pennsylvania; Philadelphia, PA, 19104; USA
| | - Yael P. Mossé
- Division of Oncology and Center for Childhood Cancer Research, Children’s Hospital of Philadelphia; Philadelphia, PA, 19104; USA
- Department of Pediatrics, Perelman School of Medicine at the University of Pennsylvania; Philadelphia, PA, 19104; USA
| |
Collapse
|
38
|
Mino-Kenudson M, Schalper K, Cooper W, Dacic S, Hirsch FR, Jain D, Lopez-Rios F, Tsao MS, Yatabe Y, Beasley MB, Yu H, Sholl LM, Brambilla E, Chou TY, Connolly C, Wistuba I, Kerr KM, Lantuejoul S. Predictive Biomarkers for Immunotherapy in Lung Cancer: Perspective From the International Association for the Study of Lung Cancer Pathology Committee. J Thorac Oncol 2022; 17:1335-1354. [PMID: 36184066 DOI: 10.1016/j.jtho.2022.09.109] [Citation(s) in RCA: 101] [Impact Index Per Article: 33.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2022] [Revised: 09/08/2022] [Accepted: 09/12/2022] [Indexed: 10/14/2022]
Abstract
Immunotherapy including immune checkpoint inhibitors (ICIs) has become the backbone of treatment for most lung cancers with advanced or metastatic disease. In addition, they have increasingly been used for early stage tumors in neoadjuvant and adjuvant settings. Unfortunately, however, only a subset of patients experiences meaningful response to ICIs. Although programmed death-ligand 1 (PD-L1) protein expression by immunohistochemistry (IHC) has played a role as the principal predictive biomarker for immunotherapy, its performance may not be optimal, and it suffers multiple practical issues with different companion diagnostic assays approved. Similarly, tumor mutational burden (TMB) has multiple technical issues as a predictive biomarker for ICIs. Now, ongoing research on tumor- and host immune-specific factors has identified immunotherapy biomarkers that may provide better response and prognosis prediction, in particular in a multimodal approach. This review by the International Association for the Study of Lung Cancer Pathology Committee provides an overview of various immunotherapy biomarkers, including updated data on PD-L1 IHC and TMB, and assessments of neoantigens, genetic and epigenetic signatures, immune microenvironment by IHC and transcriptomics, and microbiome and pathologic response to neoadjuvant immunotherapies. The aim of this review is to underline the efficacy of new individual or combined predictive biomarkers beyond PD-L1 IHC and TMB.
Collapse
Affiliation(s)
- Mari Mino-Kenudson
- Department of Pathology, Massachusetts General Hospital & Harvard Medical School, Boston, Massachusetts
| | - Kurt Schalper
- Department of Pathology, Yale University School of Medicine, New Haven, Connecticut
| | - Wendy Cooper
- Royal Prince Alfred Hospital, NSW Health Pathology and University of Sydney, Camperdown, Australia
| | - Sanja Dacic
- Department of Pathology, Yale University School of Medicine, New Haven, Connecticut
| | - Fred R Hirsch
- Center for Thoracic Oncology, The Tisch Cancer Institute, New York, New York; Icahn School of Medicine, Mount Sinai Health System, New York, New York
| | - Deepali Jain
- All India Institute of Medical Sciences, New Delhi, India
| | - Fernando Lopez-Rios
- Department of Pathology, "Doce de Octubre" University Hospital, Madrid, Spain
| | - Ming Sound Tsao
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | | | - Mary Beth Beasley
- Icahn School of Medicine, Mount Sinai Health System, New York, New York
| | - Hui Yu
- Center for Thoracic Oncology, The Tisch Cancer Institute, New York, New York; Icahn School of Medicine, Mount Sinai Health System, New York, New York
| | - Lynette M Sholl
- Department of Pathology, Brigham and Women's Hospital & Harvard Medical School, Boston, Massachusetts
| | | | | | - Casey Connolly
- International Association for the Study of Lung Cancer, Denver, Colorado
| | - Ignacio Wistuba
- The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Keith M Kerr
- Department of Pathology, Aberdeen Royal Infirmary, Aberdeen, United Kingdom
| | - Sylvie Lantuejoul
- Université Grenoble Alpes, Grenoble, France; Centre Léon Bérard Unicancer, Lyon, France.
| |
Collapse
|
39
|
Padinharayil H, Alappat RR, Joy LM, Anilkumar KV, Wilson CM, George A, Valsala Gopalakrishnan A, Madhyastha H, Ramesh T, Sathiyamoorthi E, Lee J, Ganesan R. Advances in the Lung Cancer Immunotherapy Approaches. Vaccines (Basel) 2022; 10:1963. [PMID: 36423060 PMCID: PMC9693102 DOI: 10.3390/vaccines10111963] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Revised: 11/13/2022] [Accepted: 11/17/2022] [Indexed: 09/19/2023] Open
Abstract
Despite the progress in the comprehension of LC progression, risk, immunologic control, and treatment choices, it is still the primary cause of cancer-related death. LC cells possess a very low and heterogeneous antigenicity, which allows them to passively evade the anticancer defense of the immune system by educating cytotoxic lymphocytes (CTLs), tumor-infiltrating lymphocytes (TILs), regulatory T cells (Treg), immune checkpoint inhibitors (ICIs), and myeloid-derived suppressor cells (MDSCs). Though ICIs are an important candidate in first-line therapy, consolidation therapy, adjuvant therapy, and other combination therapies involving traditional therapies, the need for new predictive immunotherapy biomarkers remains. Furthermore, ICI-induced resistance after an initial response makes it vital to seek and exploit new targets to benefit greatly from immunotherapy. As ICIs, tumor mutation burden (TMB), and microsatellite instability (MSI) are not ideal LC predictive markers, a multi-parameter analysis of the immune system considering tumor, stroma, and beyond can be the future-oriented predictive marker. The optimal patient selection with a proper adjuvant agent in immunotherapy approaches needs to be still revised. Here, we summarize advances in LC immunotherapy approaches with their clinical and preclinical trials considering cancer models and vaccines and the potential of employing immunology to predict immunotherapy effectiveness in cancer patients and address the viewpoints on future directions. We conclude that the field of lung cancer therapeutics can benefit from the use of combination strategies but with comprehension of their limitations and improvements.
Collapse
Affiliation(s)
- Hafiza Padinharayil
- Jubilee Centre for Medical Research, Jubilee Mission Medical College and Research Institute, Thrissur 680005, Kerala, India
| | - Reema Rose Alappat
- Jubilee Centre for Medical Research, Jubilee Mission Medical College and Research Institute, Thrissur 680005, Kerala, India
| | - Liji Maria Joy
- Jubilee Centre for Medical Research, Jubilee Mission Medical College and Research Institute, Thrissur 680005, Kerala, India
| | - Kavya V. Anilkumar
- Jubilee Centre for Medical Research, Jubilee Mission Medical College and Research Institute, Thrissur 680005, Kerala, India
| | - Cornelia M. Wilson
- Life Sciences Industry Liaison Lab, School of Psychology and Life Sciences, Canterbury Christ Church University, Sandwich CT13 9ND, UK
| | - Alex George
- Jubilee Centre for Medical Research, Jubilee Mission Medical College and Research Institute, Thrissur 680005, Kerala, India
| | - Abilash Valsala Gopalakrishnan
- Department of Biomedical Sciences, School of Biosciences and Technology, Vellore Institute of Technology (VIT), Vellore 632014, Tamil Nadu, India
| | - Harishkumar Madhyastha
- Department of Cardiovascular Physiology, Faculty of Medicine, University of Miyazaki, Miyazaki 889-1692, Japan
| | - Thiyagarajan Ramesh
- Department of Basic Medical Sciences, College of Medicine, Prince Sattam bin Abdulaziz University, P.O. Box 173, Al-Kharj 11942, Saudi Arabia
| | | | - Jintae Lee
- School of Chemical Engineering, Yeungnam University, Gyeongsan 38541, Republic of Korea
| | - Raja Ganesan
- Institute for Liver and Digestive Diseases, College of Medicine, Hallym University, Chuncheon 24253, Republic of Korea
| |
Collapse
|
40
|
New Strategies and Novel Combinations in EGFR TKI-Resistant Non-small Cell Lung Cancer. Curr Treat Options Oncol 2022; 23:1626-1644. [PMID: 36242712 DOI: 10.1007/s11864-022-01022-7] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/22/2022] [Indexed: 01/30/2023]
Abstract
OPINION STATEMENT Osimertinib is the current standard-of-care for the first-line treatment of Epidermal Growth Factor Receptor (EGFR)-mutant non-small cell lung cancer (NSCLC). Progression after osimertinib ineluctably occurs, and standard of care treatment options beyond progression have mainly included next-line platinum doublet chemotherapy. With better understanding of the varied molecular mechanisms of resistance to osimertinib, several opportunities for the use of targeted agents are emerging that include MET amplification, observed in 15% of patients, and resistant EGFR mutations, including C797S in 7% of patients. Evidence for the use of targeted therapies in such situations is mostly based on case reports, but clinical trials are being conducted with MET inhibitors, such as amivantamab, an EGFR-MET bispecific antibody, or next-generation EGFR inhibitors, such as patritumab-deruxtecan, a HER3 antibody drug conjugate. In this review, we outline our proposed approach to current clinical practice for patients with EGFR mutant, osimertinib-resistant NSCLC which includes the following potential strategies: - Continuation of osimertinib beyond progression following local ablative treatment of oligoprogressive disease, - Tissue rebiopsy of progressive site and possibly concurrent liquid biopsy to evaluate for mechanism of resistance utilizing comprehensive genomic profiling, -Discussion at a molecular tumor board for assessment for enrollment in clinical trials/expanded access program if available with innovative drugs or possible off-label use of available targeted agents, based on the results of molecular profiling, -If no mechanism of resistance identified, administration of platinum-based chemotherapy with antiangiogenic agents. The role of immunotherapy will also be addressed given the uncertain benefit.
Collapse
|
41
|
Yigit A, Kuscu B, Kirik A, Ozcaglayan R, Afsar CU. New Biomarkers and Immunotherapy Decision. Biomark Med 2022. [DOI: 10.2174/9789815040463122010003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
As immune checkpoint blockade and other immune-based therapy
approaches lead to broad treatment advances among patients with advanced cancer, an
important consideration is how to best select patients whose tumors will respond to
these therapies. As a consequence predictive and prognostic markers are needed. There
are genomic features, such as tumour mutation burden (TMB), microsatellite instability
(MSI), and immune phenotype features, such as programmed death-ligand 1 (PD-L1),
CTLA-4 and tumour infiltrating lymphocytes (TILs), to predict response to
immunotherapies (ITs). Several studies show the correlation between TMB and
predicted neoantigen load across multiple cancer types. Response to immune
checkpoint inhibitors is higher in tumours with high TMB. The candidate biomarker
that has been studied mostly other than TMB is PD-L1 expression in trials utilizing
programmed cell death-1 (PD-1) blockade. PD-L1 and PD-1 expression are dynamic
markers that change in relation to local cytokines and other factors, and the thresholds
that separate “positive” and “negative” PD-L1 expressions remain under debate. PD-L1
expression is now a routine diagnostic marker for patients with newly diagnosed
NSCLC. The potential applicability of PD-L1 in other disease settings is still uncertain.
Microsatellite instability is characterised by high rates of alterations to repetitive DNA
sequences caused by impaired mismatch repair (MMR); MSI was the biomarker was
approved according to tumor's initial location. Combining TMB with specific genomic
alterations is crucial. Moreover, new biomarkers are being investigated.
Collapse
Affiliation(s)
- Abdurrahman Yigit
- Department of Internal Medicine and Medical Oncology, Canakkale 18 Mart University Medical Faculty, Canakkale, Turkey
| | - Berkay Kuscu
- Department of Internal Medicine, Balikesir University Medical Faculty, Balıkesir,Turkey
| | - Ali Kirik
- Department of Internal Medicine, Balikesir University Medical Faculty, Balıkesir,Turkey
| | - Ruhsen Ozcaglayan
- Department of Internal Medicine, Balikesir University Medical Faculty, Balıkesir,Turkey
| | - Cigdem Usul Afsar
- Department of Internal Medicine and Medical Oncology, Istinye University Medical Faculty, İstinye Üniversitesi Topkapı Kampüsü, Istanbul 34010,Turkey
| |
Collapse
|
42
|
Skorupan N, Palestino Dominguez M, Ricci SL, Alewine C. Clinical Strategies Targeting the Tumor Microenvironment of Pancreatic Ductal Adenocarcinoma. Cancers (Basel) 2022; 14:4209. [PMID: 36077755 PMCID: PMC9454553 DOI: 10.3390/cancers14174209] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2022] [Revised: 08/23/2022] [Accepted: 08/25/2022] [Indexed: 12/04/2022] Open
Abstract
Pancreatic cancer has a complex tumor microenvironment which engages in extensive crosstalk between cancer cells, cancer-associated fibroblasts, and immune cells. Many of these interactions contribute to tumor resistance to anti-cancer therapies. Here, new therapeutic strategies designed to modulate the cancer-associated fibroblast and immune compartments of pancreatic ductal adenocarcinomas are described and clinical trials of novel therapeutics are discussed. Continued advances in our understanding of the pancreatic cancer tumor microenvironment are generating stromal and immune-modulating therapeutics that may improve patient responses to anti-tumor treatment.
Collapse
Affiliation(s)
- Nebojsa Skorupan
- Laboratory of Molecular Biology, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
- Medical Oncology Program, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Mayrel Palestino Dominguez
- Laboratory of Molecular Biology, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Samuel L. Ricci
- Laboratory of Molecular Biology, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Christine Alewine
- Laboratory of Molecular Biology, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| |
Collapse
|
43
|
Girard N, Basse C. EGFR-mutant NSCLC: monitoring the molecular evolution of tumors in 2022. Expert Rev Anticancer Ther 2022; 22:1115-1125. [PMID: 35993098 DOI: 10.1080/14737140.2022.2116004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
INTRODUCTION Epidermal growth factor receptor (EGFR) activating mutations define a subset of advanced, metastatic non-small cell lung cancers (NSCLCs), that was historically identified along with the clinical development of specific EGFR tyrosine kinase inhibitors (TKIs), opening the era of precision medicine in thoracic oncology. AREAS COVERED Progression after EGFR TKIs is a major challenge for patients, as it occurs ineluctably along with disease evolution. Osimertinib is the current standard-of-care for the first-line treatment of EGFR-mutant NSCLC. Mechanisms of resistance to osimertinib are challenging to identify, and are dominated by MET pathway activation, and acquired EGFR mutations. EXPERT OPINION The current vision for clinical practice in patients with EGFR-mutant NSCLC developing disease progression after osimertinib includes the following 5 steps:- continuation of osimertinib beyond progression, and local treatment of oligoprogressive disease, - comprehensive genomic profiling based on tissue rebiopsy of progressing sites, - access to new treatment agents through clinical trials, - molecular tumor board to discuss the off-label use of targeted agents, depending on the availability of drugs and/or expanded access programs - chemotherapy may be the best choice, based on combination of platinum-based regimen and antiangiogenic agents and possibly immune checkpoint inhibitors.
Collapse
Affiliation(s)
- Nicolas Girard
- Thoracic Oncology Service, Institut Curie, Institut du Thorax Curie Montsouris, Paris, France
| | - Clémence Basse
- Thoracic Oncology Service, Institut Curie, Institut du Thorax Curie Montsouris, Paris, France
| |
Collapse
|
44
|
Gögenur M, Hadi NAH, Qvortrup C, Andersen CL, Gögenur I. ctDNA for Risk of Recurrence Assessment in Patients Treated with Neoadjuvant Treatment: A Systematic Review and Meta-analysis. Ann Surg Oncol 2022; 29:8666-8674. [PMID: 35933546 DOI: 10.1245/s10434-022-12366-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Accepted: 07/18/2022] [Indexed: 12/12/2022]
Abstract
BACKGROUND We wanted to investigate the association between circulating tumor DNA (ctDNA) detection at baseline, during and after neoadjuvant treatment, after surgery, and recurrence, in patients with nonmetastatic cancer. PATIENTS AND METHODS In this systematic review and meta-analysis, we included studies that investigated patients undergoing neoadjuvant treatment for nonmetastatic cancer and provided recurrence indices stratified for ctDNA status at the following timepoints: baseline, during treatment, posttreatment, and postsurgery. Study quality was reported with the Newcastle-Ottawa scale, REMARK checklist, and GRADE approach. PubMed, Embase, Cochrane Library, and Web of Science were our data sources (inception to 3 June 2021). The main outcome was risk of recurrence. RESULTS We identified ten studies including 727 patients with rectal, breast, gastric, and bladder cancer. All studies reported posttreatment ctDNA analysis, while seven, four, and six reported baseline, during treatment, and postsurgery ctDNA analysis, respectively. ctDNA detection was associated to recurrence across all timepoints [baseline: risk ratio (RR) 2.86, 95% confidence interval (CI) 1.33-6.14, during treatment: RR 3.81, 95% CI 2.09-6.92, posttreatment: RR 4.29, 95% CI 2.79-6.60, postsurgery: RR 8.03, 95% CI 3.16-20.43]. Heterogeneity was low to moderate. CONCLUSIONS This meta-analysis of observational studies found that ctDNA detection in patients undergoing neoadjuvant treatment for nonmetastatic cancer was associated with recurrence. A stronger association was evident in posttreatment and postsurgery timepoints. However, some studies reported low negative predictive value (NPV) of pathological complete response, showing that ctDNA-detection-guided escalation and de-escalation studies following neoadjuvant treatment regimens are needed before its role as a treatment guidance can be affirmed.
Collapse
Affiliation(s)
- Mikail Gögenur
- Center for Surgical Science, Zealand University Hospital Køge, Køge, Denmark.
| | - Noor Al-Huda Hadi
- Center for Surgical Science, Zealand University Hospital Køge, Køge, Denmark
| | - Camilla Qvortrup
- Department of Oncology, Rigshospitalet, Copenhagen, Denmark.,Danish Colorectal Cancer Group, Copenhagen, Denmark
| | - Claus Lindbjerg Andersen
- Danish Colorectal Cancer Group, Copenhagen, Denmark.,Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark.,Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Ismail Gögenur
- Center for Surgical Science, Zealand University Hospital Køge, Køge, Denmark.,Danish Colorectal Cancer Group, Copenhagen, Denmark
| |
Collapse
|
45
|
Willard N, Sholl L, Aisner D. Panel Sequencing for Targeted Therapy Selection in Solid Tumors. Clin Lab Med 2022; 42:309-323. [DOI: 10.1016/j.cll.2022.04.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
|
46
|
Corvigno S, Johnson AM, Wong KK, Cho MS, Afshar-Kharghan V, Menter DG, Sood AK. Novel Markers for Liquid Biopsies in Cancer Management: Circulating Platelets and Extracellular Vesicles. Mol Cancer Ther 2022; 21:1067-1075. [PMID: 35545008 DOI: 10.1158/1535-7163.mct-22-0087] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2022] [Revised: 04/05/2022] [Accepted: 05/05/2022] [Indexed: 02/03/2023]
Abstract
Although radiologic imaging and histologic assessment of tumor tissues are classic approaches for diagnosis and monitoring of treatment response, they have many limitations. These include challenges in distinguishing benign from malignant masses, difficult access to the tumor, high cost of the procedures, and tumor heterogeneity. In this setting, liquid biopsy has emerged as a potential alternative for both diagnostic and monitoring purposes. The approaches to liquid biopsy include cell-free DNA/circulating tumor DNA, long and micro noncoding RNAs, proteins/peptides, carbohydrates/lectins, lipids, and metabolites. Other approaches include detection and analysis of circulating tumor cells, extracellular vesicles, and tumor-activated platelets. Ultimately, reliable use of liquid biopsies requires bioinformatics and statistical integration of multiple datasets to achieve approval in a Clinical Laboratory Improvement Amendments setting. This review provides a balanced and critical assessment of recent discoveries regarding tumor-derived biomarkers in liquid biopsies along with the potential and pitfalls for cancer detection and longitudinal monitoring.
Collapse
Affiliation(s)
- Sara Corvigno
- Department of Gynecologic Oncology & Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Anna Maria Johnson
- Department of Gynecologic Oncology & Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Kwong-Kwok Wong
- Department of Gynecologic Oncology & Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas.,The University of Texas Graduate School of Biomedical Sciences at Houston, Houston, Texas
| | - Min Soon Cho
- Division of Internal Medicine, Benign Hematology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Vahid Afshar-Kharghan
- Division of Internal Medicine, Benign Hematology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - David G Menter
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Anil K Sood
- Department of Gynecologic Oncology & Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas.,Center for RNA Interference and Non-Coding RNA, The University of Texas MD Anderson Cancer Center, Houston, Texas
| |
Collapse
|
47
|
Li N, Wang G, Hou X, Tai R, Huang S, He Z, Lei L, Xu S, Yang S. Adverse and unconventional reactions related to immune checkpoint inhibitor therapy for cancer. Int Immunopharmacol 2022; 108:108803. [DOI: 10.1016/j.intimp.2022.108803] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2022] [Revised: 04/17/2022] [Accepted: 04/23/2022] [Indexed: 11/15/2022]
|
48
|
Kasi PM, Chakrabarti S, Sawyer S, Krainock M, Poklepovic A, Ansstas G, Maninder M, Malhotra M, Ensor J, Gao L, Eroglu Z, Ellers S, Billings P, Rodriguez A, Aleshin A. BESPOKE IO protocol: a multicentre, prospective observational study evaluating the utility of ctDNA in guiding immunotherapy in patients with advanced solid tumours. BMJ Open 2022; 12:e060342. [PMID: 35636789 PMCID: PMC9152946 DOI: 10.1136/bmjopen-2021-060342] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Accepted: 05/05/2022] [Indexed: 11/03/2022] Open
Abstract
INTRODUCTION Immunotherapy (IO) has transformed the treatment paradigm for a wide variety of solid tumours. However, assessment of response can be challenging with conventional radiological imaging (eg, iRECIST), which do not precisely capture the unique response patterns of tumours treated with IO. Emerging data suggest that circulating tumour DNA (ctDNA) can aid in response assessment in patients with solid tumours receiving IO. The short half-life of ctDNA puts it in a unique position for early treatment response monitoring. The BESPOKE IO study is designed to investigate the clinical utility of serial ctDNA testing to assess treatment response using a tumour-informed, bespoke ctDNA assay (Signatera) and to determine its impact on clinical decision-making with respect to continuation/discontinuation, or escalation/de-escalation of immunotherapy in patients with advanced solid tumours. METHODS AND ANALYSIS The BESPOKE IO is a multicentre, prospective, observational study with a goal to enroll over 1500 patients with solid tumours receiving IO in up to 100 US sites. Patients will be followed for up to 2 years with serial ctDNA analysis, timed with every other treatment cycle. The primary endpoint is to determine the percentage of patients who will have their treatment regimen changed as guided by post-treatment bespoke ctDNA results along with standard response assessment tools. The major secondary endpoints include progression-free survival, overall survival and overall response rate based on the ctDNA dynamics. ETHICS AND DISSEMINATION The BESPOKE IO study was approved by the WCG Institutional Review Board (Natera-20-043-NCP BESPOKE Study of ctDNA Guided Immunotherapy (BESPOKE IO)) on 22 February 2021. Data protection and privacy regulations will be strictly observed in the capturing, forwarding, processing and storing patients' data. Natera will approve the publication of any study results in accordance with the site-specific contract. TRIAL REGISTRATION NUMBER NCT04761783.
Collapse
Affiliation(s)
| | | | | | | | | | | | | | | | | | - Ling Gao
- VA Long Beach Healthcare, Long Beach, California, USA
- University of California Irvine, Irvine, California, USA
| | | | | | | | | | | |
Collapse
|
49
|
Nie W, Wang ZJ, Zhang K, Li B, Cai YR, Wen FC, Zhang D, Bai YZ, Zhang XY, Wang SY, Cheng L, Zhong H, Liu L, Wang J, Han BH. ctDNA-adjusted bTMB as a predictive biomarker for patients with NSCLC treated with PD-(L)1 inhibitors. BMC Med 2022; 20:170. [PMID: 35509036 PMCID: PMC9069852 DOI: 10.1186/s12916-022-02360-x] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/09/2022] [Accepted: 03/29/2022] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND In non-small cell lung cancer (NSCLC) patients receiving immune checkpoint inhibitors (ICIs), higher blood tumor mutational burden (bTMB) was usually associated with better progression-free survival (PFS) and objective response rate (ORR). However, the association between bTMB and overall survival (OS) benefit remains undefined. It has been reported that patients harboring a high level of circulating tumor DNA (ctDNA) had poor survival. We hypothesized that ctDNA-adjusted bTMB might predict OS benefit in NSCLC patients receiving ICIs. METHODS Our study was retrospectively performed in three cohorts, including OAK and POPLAR cohort (n = 853), Shanghai and Wuhan (SH&WH) cohort (n = 44), and National Cancer Center (NCC) cohort (n = 47). Durable clinical benefit (DCB) was defined as PFS lasting ≥ 6 months. The cutoff value of ctDNA-adjusted bTMB for DCB prediction was calculated based on a receiver operating characteristic curve. Interaction between treatments and ctDNA-adjusted bTMB was assessed. RESULTS The bTMB score was significantly associated with tumor burden, while no association was observed between ctDNA-adjusted bTMB with tumor burden. In the OAK and POPLAR cohort, significantly higher ORR (P = 0.020) and DCB (P < 0.001) were observed in patients with high ctDNA-adjusted bTMB than those with low ctDNA-adjusted bTMB. Importantly, the interactions between ctDNA-adjusted bTMB and treatments were significant for OS (interaction P = 0.019) and PFS (interaction P = 0.002). In the SH&WH cohort, the interactions between ctDNA-adjusted bTMB and treatment were marginally significant for OS (interaction P = 0.081) and PFS (interaction P = 0.062). Similar result was demonstrated in the NCC cohort. CONCLUSIONS Our study indicated that ctDNA-adjusted bTMB might predict OS benefit in NSCLC patients receiving ICIs. The potential of ctDNA-adjusted bTMB as a noninvasive predictor for immunotherapy should be confirmed in future studies.
Collapse
Affiliation(s)
- Wei Nie
- Department of Pulmonary Medicine, Shanghai Chest Hospital, Shanghai Jiaotong University, Shanghai, 200030, China
| | - Zhi-Jie Wang
- State Key Laboratory of Molecular Oncology, Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Kai Zhang
- Cancer Center, Wuhan Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Bing Li
- Department of DataScience, Burning Rock Biotech, Guangzhou, China
| | - Yi-Ran Cai
- Department of DataScience, Burning Rock Biotech, Guangzhou, China
| | - Feng-Cai Wen
- The Medical Department, 3D Medicines Inc., Shanghai, China
| | - Ding Zhang
- The Medical Department, 3D Medicines Inc., Shanghai, China
| | - Yue-Zong Bai
- The Medical Department, 3D Medicines Inc., Shanghai, China
| | - Xue-Yan Zhang
- Department of Pulmonary Medicine, Shanghai Chest Hospital, Shanghai Jiaotong University, Shanghai, 200030, China
| | - Shu-Yuan Wang
- Department of Pulmonary Medicine, Shanghai Chest Hospital, Shanghai Jiaotong University, Shanghai, 200030, China
| | - Lei Cheng
- Department of Pulmonary Medicine, Shanghai Chest Hospital, Shanghai Jiaotong University, Shanghai, 200030, China
| | - Hua Zhong
- Department of Pulmonary Medicine, Shanghai Chest Hospital, Shanghai Jiaotong University, Shanghai, 200030, China.
| | - Li Liu
- Cancer Center, Wuhan Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China.
| | - Jie Wang
- State Key Laboratory of Molecular Oncology, Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
| | - Bao-Hui Han
- Department of Pulmonary Medicine, Shanghai Chest Hospital, Shanghai Jiaotong University, Shanghai, 200030, China.
| |
Collapse
|
50
|
Donker HC, Schuuring E, Heitzer E, Groen HJ. Decoding circulating tumor DNA to identify durable benefit from immunotherapy in lung cancer. Lung Cancer 2022; 170:52-57. [DOI: 10.1016/j.lungcan.2022.05.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Revised: 05/17/2022] [Accepted: 05/23/2022] [Indexed: 11/28/2022]
|