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O'Sullivan NJ, Temperley HC, Kyle ET, Sweeney KJ, O'Neill M, Gilham C, O'Sullivan J, O'Kane G, Mehigan B, O'Toole S, Larkin J, Gallagher D, McCormick P, Kelly ME. Assessing circulating tumour DNA (ctDNA) as a prognostic biomarker in locally advanced rectal cancer: a systematic review and meta-analysis. Int J Colorectal Dis 2024; 39:82. [PMID: 38809315 PMCID: PMC11136793 DOI: 10.1007/s00384-024-04656-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 05/23/2024] [Indexed: 05/30/2024]
Abstract
INTRODUCTION Circulating tumour DNA (ctDNA) has emerged as a promising biomarker in various cancer types, including locally advanced rectal cancer (LARC), offering potential insights into disease progression, treatment response and recurrence. This review aims to comprehensively evaluate the utility of ctDNA as a prognostic biomarker in LARC. METHODS PubMed, EMBASE and Web of Science were searched as part of our review. Studies investigating the utility of ctDNA in locally advanced rectal cancer (LARC) were assessed for eligibility. Quality assessment of included studies was performed using the Newcastle Ottawa Scale (NOS) risk of bias tool. Outcomes extracted included basic participant characteristics, ctDNA details and survival data. A meta-analysis was performed on eligible studies to determine pooled recurrence-free survival (RFS). RESULTS Twenty-two studies involving 1676 participants were included in our analysis. Methodological quality categorised by the Newcastle Ottawa Scale was generally satisfactory across included studies. ctDNA detected at various time intervals was generally associated with poor outcomes across included studies. Meta-analysis demonstrated a pooled hazard ratio of 8.87 (95% CI 4.91-16.03) and 15.15 (95% CI 8.21-27.95), indicating an increased risk of recurrence with ctDNA positivity in the post-neoadjuvant and post-operative periods respectively. CONCLUSION Our systematic review provides evidence supporting the prognostic utility of ctDNA in patients with LARC, particularly in identifying patients at higher risk of disease recurrence in the post-neoadjuvant and post-operative periods.
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Affiliation(s)
- Niall J O'Sullivan
- Department of Surgery, St. James's Hospital, Dublin 8, Ireland.
- School of Medicine, Trinity College Dublin, Dublin 2, Ireland.
| | - Hugo C Temperley
- Department of Surgery, St. James's Hospital, Dublin 8, Ireland
- School of Medicine, Trinity College Dublin, Dublin 2, Ireland
| | - Eimear T Kyle
- Department of Surgery, St. James's Hospital, Dublin 8, Ireland
| | - Kevin J Sweeney
- Department of Surgery, St. James's Hospital, Dublin 8, Ireland
| | - Maeve O'Neill
- Department of Surgery, St. James's Hospital, Dublin 8, Ireland
| | - Charles Gilham
- School of Medicine, Trinity College Dublin, Dublin 2, Ireland
- Department of Radiation Oncology, St. James's Hospital, Dublin 8, Ireland
| | - Jacintha O'Sullivan
- School of Medicine, Trinity College Dublin, Dublin 2, Ireland
- Trinity Translational Medicine Institute, Trinity St. James's Cancer Institute, Trinity College, St. James's Hospital, Dublin, Ireland
| | - Grainne O'Kane
- Department of Medical Oncology, St. James's Hospital, Dublin 8, Ireland
| | - Brian Mehigan
- Department of Surgery, St. James's Hospital, Dublin 8, Ireland
| | - Sharon O'Toole
- School of Medicine, Trinity College Dublin, Dublin 2, Ireland
- Trinity Translational Medicine Institute, Trinity St. James's Cancer Institute, Trinity College, St. James's Hospital, Dublin, Ireland
| | - John Larkin
- Department of Surgery, St. James's Hospital, Dublin 8, Ireland
| | - David Gallagher
- School of Medicine, Trinity College Dublin, Dublin 2, Ireland
- Department of Medical Oncology, St. James's Hospital, Dublin 8, Ireland
- Department of Genetics, St. James's Hospital, Dublin 8, Ireland
| | - Paul McCormick
- Department of Surgery, St. James's Hospital, Dublin 8, Ireland
| | - Michael E Kelly
- Department of Surgery, St. James's Hospital, Dublin 8, Ireland
- School of Medicine, Trinity College Dublin, Dublin 2, Ireland
- Trinity St. James's Cancer Institute, St. James's Hospital, Dublin 8, Ireland
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Fares S, Wehrle CJ, Hong H, Sun K, Jiao C, Zhang M, Gross A, Allkushi E, Uysal M, Kamath S, Ma WW, Modaresi Esfeh J, Linganna MW, Khalil M, Pita A, Kim J, Walsh RM, Miller C, Hashimoto K, Schlegel A, Kwon DCH, Aucejo F. Emerging and Clinically Accepted Biomarkers for Hepatocellular Carcinoma. Cancers (Basel) 2024; 16:1453. [PMID: 38672535 PMCID: PMC11047909 DOI: 10.3390/cancers16081453] [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: 02/21/2024] [Revised: 04/03/2024] [Accepted: 04/08/2024] [Indexed: 04/28/2024] Open
Abstract
Hepatocellular carcinoma (HCC) is the third leading cause of cancer-related death and the sixth most diagnosed malignancy worldwide. Serum alpha-fetoprotein (AFP) is the traditional, ubiquitous biomarker for HCC. However, there has been an increasing call for the use of multiple biomarkers to optimize care for these patients. AFP, AFP-L3, and prothrombin induced by vitamin K absence II (DCP) have described clinical utility for HCC, but unfortunately, they also have well established and significant limitations. Circulating tumor DNA (ctDNA), genomic glycosylation, and even totally non-invasive salivary metabolomics and/or micro-RNAS demonstrate great promise for early detection and long-term surveillance, but still require large-scale prospective validation to definitively validate their clinical validity. This review aims to provide an update on clinically available and emerging biomarkers for HCC, focusing on their respective clinical strengths and weaknesses.
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Affiliation(s)
- Sami Fares
- Department of Hepato-Pancreato-Biliary & Liver Transplant Surgery, Digestive Diseases and Surgery Institute, Cleveland Clinic Foundation, Cleveland, OH 44195, USA; (S.F.); (H.H.); (K.S.); (C.J.); (M.Z.); (A.G.); (E.A.); (M.U.); (M.K.); (A.P.); (J.K.); (R.M.W.); (K.H.); (A.S.); (D.C.H.K.)
| | - Chase J. Wehrle
- Department of Hepato-Pancreato-Biliary & Liver Transplant Surgery, Digestive Diseases and Surgery Institute, Cleveland Clinic Foundation, Cleveland, OH 44195, USA; (S.F.); (H.H.); (K.S.); (C.J.); (M.Z.); (A.G.); (E.A.); (M.U.); (M.K.); (A.P.); (J.K.); (R.M.W.); (K.H.); (A.S.); (D.C.H.K.)
| | - Hanna Hong
- Department of Hepato-Pancreato-Biliary & Liver Transplant Surgery, Digestive Diseases and Surgery Institute, Cleveland Clinic Foundation, Cleveland, OH 44195, USA; (S.F.); (H.H.); (K.S.); (C.J.); (M.Z.); (A.G.); (E.A.); (M.U.); (M.K.); (A.P.); (J.K.); (R.M.W.); (K.H.); (A.S.); (D.C.H.K.)
| | - Keyue Sun
- Department of Hepato-Pancreato-Biliary & Liver Transplant Surgery, Digestive Diseases and Surgery Institute, Cleveland Clinic Foundation, Cleveland, OH 44195, USA; (S.F.); (H.H.); (K.S.); (C.J.); (M.Z.); (A.G.); (E.A.); (M.U.); (M.K.); (A.P.); (J.K.); (R.M.W.); (K.H.); (A.S.); (D.C.H.K.)
| | - Chunbao Jiao
- Department of Hepato-Pancreato-Biliary & Liver Transplant Surgery, Digestive Diseases and Surgery Institute, Cleveland Clinic Foundation, Cleveland, OH 44195, USA; (S.F.); (H.H.); (K.S.); (C.J.); (M.Z.); (A.G.); (E.A.); (M.U.); (M.K.); (A.P.); (J.K.); (R.M.W.); (K.H.); (A.S.); (D.C.H.K.)
| | - Mingyi Zhang
- Department of Hepato-Pancreato-Biliary & Liver Transplant Surgery, Digestive Diseases and Surgery Institute, Cleveland Clinic Foundation, Cleveland, OH 44195, USA; (S.F.); (H.H.); (K.S.); (C.J.); (M.Z.); (A.G.); (E.A.); (M.U.); (M.K.); (A.P.); (J.K.); (R.M.W.); (K.H.); (A.S.); (D.C.H.K.)
| | - Abby Gross
- Department of Hepato-Pancreato-Biliary & Liver Transplant Surgery, Digestive Diseases and Surgery Institute, Cleveland Clinic Foundation, Cleveland, OH 44195, USA; (S.F.); (H.H.); (K.S.); (C.J.); (M.Z.); (A.G.); (E.A.); (M.U.); (M.K.); (A.P.); (J.K.); (R.M.W.); (K.H.); (A.S.); (D.C.H.K.)
| | - Erlind Allkushi
- Department of Hepato-Pancreato-Biliary & Liver Transplant Surgery, Digestive Diseases and Surgery Institute, Cleveland Clinic Foundation, Cleveland, OH 44195, USA; (S.F.); (H.H.); (K.S.); (C.J.); (M.Z.); (A.G.); (E.A.); (M.U.); (M.K.); (A.P.); (J.K.); (R.M.W.); (K.H.); (A.S.); (D.C.H.K.)
| | - Melis Uysal
- Department of Hepato-Pancreato-Biliary & Liver Transplant Surgery, Digestive Diseases and Surgery Institute, Cleveland Clinic Foundation, Cleveland, OH 44195, USA; (S.F.); (H.H.); (K.S.); (C.J.); (M.Z.); (A.G.); (E.A.); (M.U.); (M.K.); (A.P.); (J.K.); (R.M.W.); (K.H.); (A.S.); (D.C.H.K.)
| | - Suneel Kamath
- Department of Hematology and Oncology, Taussig Cancer Institute, Cleveland Clinic Foundation, Cleveland, OH 44195, USA; (S.K.); (W.W.M.)
| | - Wen Wee Ma
- Department of Hematology and Oncology, Taussig Cancer Institute, Cleveland Clinic Foundation, Cleveland, OH 44195, USA; (S.K.); (W.W.M.)
| | - Jamak Modaresi Esfeh
- Department of Gastroenterology, Hepatology, and Nutrition, Digestive Diseases and Surgery Institute, Cleveland Clinic Foundation, Cleveland, OH 44195, USA; (J.M.E.); (M.W.L.)
| | - Maureen Whitsett Linganna
- Department of Gastroenterology, Hepatology, and Nutrition, Digestive Diseases and Surgery Institute, Cleveland Clinic Foundation, Cleveland, OH 44195, USA; (J.M.E.); (M.W.L.)
| | - Mazhar Khalil
- Department of Hepato-Pancreato-Biliary & Liver Transplant Surgery, Digestive Diseases and Surgery Institute, Cleveland Clinic Foundation, Cleveland, OH 44195, USA; (S.F.); (H.H.); (K.S.); (C.J.); (M.Z.); (A.G.); (E.A.); (M.U.); (M.K.); (A.P.); (J.K.); (R.M.W.); (K.H.); (A.S.); (D.C.H.K.)
| | - Alejandro Pita
- Department of Hepato-Pancreato-Biliary & Liver Transplant Surgery, Digestive Diseases and Surgery Institute, Cleveland Clinic Foundation, Cleveland, OH 44195, USA; (S.F.); (H.H.); (K.S.); (C.J.); (M.Z.); (A.G.); (E.A.); (M.U.); (M.K.); (A.P.); (J.K.); (R.M.W.); (K.H.); (A.S.); (D.C.H.K.)
| | - Jaekeun Kim
- Department of Hepato-Pancreato-Biliary & Liver Transplant Surgery, Digestive Diseases and Surgery Institute, Cleveland Clinic Foundation, Cleveland, OH 44195, USA; (S.F.); (H.H.); (K.S.); (C.J.); (M.Z.); (A.G.); (E.A.); (M.U.); (M.K.); (A.P.); (J.K.); (R.M.W.); (K.H.); (A.S.); (D.C.H.K.)
| | - R. Matthew Walsh
- Department of Hepato-Pancreato-Biliary & Liver Transplant Surgery, Digestive Diseases and Surgery Institute, Cleveland Clinic Foundation, Cleveland, OH 44195, USA; (S.F.); (H.H.); (K.S.); (C.J.); (M.Z.); (A.G.); (E.A.); (M.U.); (M.K.); (A.P.); (J.K.); (R.M.W.); (K.H.); (A.S.); (D.C.H.K.)
| | - Charles Miller
- Department of Hepato-Pancreato-Biliary & Liver Transplant Surgery, Digestive Diseases and Surgery Institute, Cleveland Clinic Foundation, Cleveland, OH 44195, USA; (S.F.); (H.H.); (K.S.); (C.J.); (M.Z.); (A.G.); (E.A.); (M.U.); (M.K.); (A.P.); (J.K.); (R.M.W.); (K.H.); (A.S.); (D.C.H.K.)
| | - Koji Hashimoto
- Department of Hepato-Pancreato-Biliary & Liver Transplant Surgery, Digestive Diseases and Surgery Institute, Cleveland Clinic Foundation, Cleveland, OH 44195, USA; (S.F.); (H.H.); (K.S.); (C.J.); (M.Z.); (A.G.); (E.A.); (M.U.); (M.K.); (A.P.); (J.K.); (R.M.W.); (K.H.); (A.S.); (D.C.H.K.)
| | - Andrea Schlegel
- Department of Hepato-Pancreato-Biliary & Liver Transplant Surgery, Digestive Diseases and Surgery Institute, Cleveland Clinic Foundation, Cleveland, OH 44195, USA; (S.F.); (H.H.); (K.S.); (C.J.); (M.Z.); (A.G.); (E.A.); (M.U.); (M.K.); (A.P.); (J.K.); (R.M.W.); (K.H.); (A.S.); (D.C.H.K.)
| | - David Choon Hyuck Kwon
- Department of Hepato-Pancreato-Biliary & Liver Transplant Surgery, Digestive Diseases and Surgery Institute, Cleveland Clinic Foundation, Cleveland, OH 44195, USA; (S.F.); (H.H.); (K.S.); (C.J.); (M.Z.); (A.G.); (E.A.); (M.U.); (M.K.); (A.P.); (J.K.); (R.M.W.); (K.H.); (A.S.); (D.C.H.K.)
| | - Federico Aucejo
- Department of Hepato-Pancreato-Biliary & Liver Transplant Surgery, Digestive Diseases and Surgery Institute, Cleveland Clinic Foundation, Cleveland, OH 44195, USA; (S.F.); (H.H.); (K.S.); (C.J.); (M.Z.); (A.G.); (E.A.); (M.U.); (M.K.); (A.P.); (J.K.); (R.M.W.); (K.H.); (A.S.); (D.C.H.K.)
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Gouda MA, Janku F, Wahida A, Buschhorn L, Schneeweiss A, Abdel Karim N, De Miguel Perez D, Del Re M, Russo A, Curigliano G, Rolfo C, Subbiah V. Liquid Biopsy Response Evaluation Criteria in Solid Tumors (LB-RECIST). Ann Oncol 2024; 35:267-275. [PMID: 38145866 DOI: 10.1016/j.annonc.2023.12.007] [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: 06/28/2023] [Revised: 10/17/2023] [Accepted: 12/09/2023] [Indexed: 12/27/2023] Open
Abstract
Current evaluation of treatment response in solid tumors depends on dynamic changes in tumor diameters as measured by imaging. However, these changes can only be detected when there are enough macroscopic changes in tumor volume, which limits the usability of radiological response criteria in evaluating earlier stages of disease response and necessitates much time to lapse for gross changes to be notable. One promising approach is to incorporate dynamic changes in circulating tumor DNA (ctDNA), which occur early in the course of therapy and can predict tumor responses weeks before gross size changes manifest. However, several issues need to be addressed before recommending the implementation of ctDNA response criteria in daily clinical practice such as clinical, biological, and regulatory challenges and, most importantly, the need to standardize/harmonize detection methods and ways to define ctDNA response and/or progression for precision oncology. Herein, we review the use of liquid biopsy (LB) to evaluate response in solid tumors and propose a plan toward standardization of LB-RECIST.
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Affiliation(s)
- M A Gouda
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston
| | - F Janku
- Monte Rosa Therapeutics, Boston, USA
| | - A Wahida
- Division of Gynecological Oncology, National Center for Tumor Diseases (NCT), Heidelberg, Germany
| | - L Buschhorn
- Division of Gynecological Oncology, National Center for Tumor Diseases (NCT), Heidelberg, Germany
| | - A Schneeweiss
- Division of Gynecological Oncology, National Center for Tumor Diseases (NCT), Heidelberg, Germany
| | - N Abdel Karim
- Inova Schar Cancer Institute, Fairfax, (5)University of Virginia, Charlottesville
| | - D De Miguel Perez
- Center for Thoracic Oncology, Icahn School of Medicine at Mount Sinai, New York, USA
| | - M Del Re
- Center for Thoracic Oncology, Icahn School of Medicine at Mount Sinai, New York, USA
| | - A Russo
- Medical Oncology Unit, Papardo Civil Hospital and Department of Human Pathology, University of Messina, Messina
| | - G Curigliano
- Department of Oncology and Hemato-Oncology, University of Milano, Milano; Division of Early Drug Development for Innovative Therapies, European Institute of Oncology, IRCCS, Milano, Italy
| | - C Rolfo
- Center for Thoracic Oncology, Icahn School of Medicine at Mount Sinai, New York, USA
| | - V Subbiah
- Sarah Cannon Research Institute, Nashville, USA.
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Galant N, Nicoś M, Kuźnar-Kamińska B, Krawczyk P. Variant Allele Frequency Analysis of Circulating Tumor DNA as a Promising Tool in Assessing the Effectiveness of Treatment in Non-Small Cell Lung Carcinoma Patients. Cancers (Basel) 2024; 16:782. [PMID: 38398173 PMCID: PMC10887123 DOI: 10.3390/cancers16040782] [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: 01/22/2024] [Revised: 02/06/2024] [Accepted: 02/07/2024] [Indexed: 02/25/2024] Open
Abstract
Despite the different possible paths of treatment, lung cancer remains one of the leading causes of death in oncological patients. New tools guiding the therapeutic process are under scientific investigation, and one of the promising indicators of the effectiveness of therapy in patients with NSCLC is variant allele frequency (VAF) analysis. VAF is a metric characterized as the measurement of the specific variant allele proportion within a genomic locus, and it can be determined using methods based on NGS or PCR. It can be assessed using not only tissue samples but also ctDNA (circulating tumor DNA) isolated from liquid biopsy. The non-invasive characteristic of liquid biopsy enables a more frequent collection of material and increases the potential of VAF analysis in monitoring therapy. Several studies have been performed on patients with NSCLC to evaluate the possibility of VAF usage. The research carried out so far demonstrates that the evaluation of VAF dynamics may be useful in monitoring tumor progression, remission, and recurrence during or after treatment. Moreover, the use of VAF analysis appears to be beneficial in making treatment decisions. However, several issues require better understanding and standardization before VAF testing can be implemented in clinical practice. In this review, we discuss the difficulties in the application of ctDNA VAF analysis in clinical routine, discussing the diagnostic and methodological challenges in VAF measurement in liquid biopsy. We highlight the possible applications of VAF-based measurements that are under consideration in clinical trials in the monitoring of personalized treatments for patients with NSCLC.
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Affiliation(s)
- Natalia Galant
- Department of Pneumonology, Oncology and Allergology, Medical University of Lublin, 20-059 Lublin, Poland
| | - Marcin Nicoś
- Department of Pneumonology, Oncology and Allergology, Medical University of Lublin, 20-059 Lublin, Poland
| | - Barbara Kuźnar-Kamińska
- Department of Pulmonology, Allergology and Respiratory Oncology, Poznan University of Medical Sciences, 61-710 Poznan, Poland;
| | - Paweł Krawczyk
- Department of Pneumonology, Oncology and Allergology, Medical University of Lublin, 20-059 Lublin, Poland
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Yang L, Yang J, Kleppe A, Danielsen HE, Kerr DJ. Personalizing adjuvant therapy for patients with colorectal cancer. Nat Rev Clin Oncol 2024; 21:67-79. [PMID: 38001356 DOI: 10.1038/s41571-023-00834-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/26/2023] [Indexed: 11/26/2023]
Abstract
The current standard-of-care adjuvant treatment for patients with colorectal cancer (CRC) comprises a fluoropyrimidine (5-fluorouracil or capecitabine) as a single agent or in combination with oxaliplatin, for either 3 or 6 months. Selection of therapy depends on conventional histopathological staging procedures, which constitute a blunt tool for patient stratification. Given the relatively marginal survival benefits that patients can derive from adjuvant treatment, improving the safety of chemotherapy regimens and identifying patients most likely to benefit from them is an area of unmet need. Patient stratification should enable distinguishing those at low risk of recurrence and a high chance of cure by surgery from those at higher risk of recurrence who would derive greater absolute benefits from chemotherapy. To this end, genetic analyses have led to the discovery of germline determinants of toxicity from fluoropyrimidines, the identification of patients at high risk of life-threatening toxicity, and enabling dose modulation to improve safety. Thus far, results from analyses of resected tissue to identify mutational or transcriptomic signatures with value as prognostic biomarkers have been rather disappointing. In the past few years, the application of artificial intelligence-driven models to digital images of resected tissue has identified potentially useful algorithms that stratify patients into distinct prognostic groups. Similarly, liquid biopsy approaches involving measurements of circulating tumour DNA after surgery are additionally useful tools to identify patients at high and low risk of tumour recurrence. In this Perspective, we provide an overview of the current landscape of adjuvant therapy for patients with CRC and discuss how new technologies will enable better personalization of therapy in this setting.
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Affiliation(s)
- Li Yang
- Department of Gastroenterology, Sichuan University, Chengdu, China
| | - Jinlin Yang
- Department of Gastroenterology, Sichuan University, Chengdu, China
| | - Andreas Kleppe
- Institute for Cancer Genetics and Informatics, Oslo University Hospital, Oslo, Norway
- Department of Informatics, University of Oslo, Oslo, Norway
- Centre for Research-based Innovation Visual Intelligence, UiT The Arctic University of Norway, Tromsø, Norway
| | - Håvard E Danielsen
- Institute for Cancer Genetics and Informatics, Oslo University Hospital, Oslo, Norway
- Radcliffe Department of Medicine, Oxford University, Oxford, UK
| | - David J Kerr
- Radcliffe Department of Medicine, Oxford University, Oxford, UK.
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Buzard B, Douglass L, Gustafson B, Buckley J, Roth M, Kujtan L, Bansal D. Response to osimertinib in a colorectal cancer patient with an EGFR T790M mutation: A case report. World J Gastrointest Oncol 2023; 15:1829-1834. [PMID: 37969405 PMCID: PMC10631437 DOI: 10.4251/wjgo.v15.i10.1829] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Revised: 09/06/2023] [Accepted: 09/18/2023] [Indexed: 10/10/2023] Open
Abstract
BACKGROUND Although common in lung cancer, somatic epidermal growth factor receptor (EGFR) mutations are rarely found in colorectal cancer, occurring in approximately 3% of cases. Treatment with anti-EGFR antibodies is commonplace, but EGFR tyrosine kinase inhibitors are not standard treatments in colorectal cancer. Here we report a case of sustained response to osimertinib in a colorectal cancer patient with an EGFR T790M mutation on cell-free DNA analysis. CASE SUMMARY A 72-year old woman with a past medical history of post-polio syndrome confined to a wheelchair, scoliosis and hypothyroidism presented with metastatic sigmoid colon adenocarcinoma with hepatic metastases. Next generation sequencing revealed a RAS/RAF wild-type, microsatellite stable, PD-L1 negative malignancy. Mutations in TP3 and APC were also identified, as well as EGFR amplification. Cell-free DNA analysis revealed an EGFR T790M mutation. She was unable to tolerate first-line treatment with panitumumab, 5-fluorouracil and leucovorin, progressed on second-line treatment with trifluridine/tipiracil plus bevacizumab, and was unable to tolerate third-line treatment with regorafenib. She was started on fourth-line treatment with off-label osimertinib, with clinical response - decrease in size of hepatic metastases and a pericardial effusion. She remained on treatment with osimertinib for seven months. CONCLUSION This case shows the benefit of multi-gene sequencing assays to identify potential therapeutic options in patients with refractory disease.
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Affiliation(s)
- Blake Buzard
- Cancer Institute, St. Luke's Hospital, Kansas, MO 64111, United States
| | - Lindsey Douglass
- Cancer Institute, St. Luke's Hospital, Kansas, MO 64111, United States
| | - Beth Gustafson
- Cancer Institute, St. Luke's Hospital, Kansas, MO 64111, United States
| | - Jennifer Buckley
- Cancer Institute, St. Luke's Hospital, Kansas, MO 64111, United States
| | - Marc Roth
- Cancer Institute, St. Luke's Hospital, Kansas, MO 64111, United States
| | - Lara Kujtan
- Department of Medical Oncology, University of Missouri - Kansas City, Kansas, MO 64108, United States
| | - Dhruv Bansal
- Department of Hematology/Oncology, St. Luke's Cancer Institute, Kansas, MO 64111, United States
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Hofste LSM, Geerlings MJ, von Rhein D, Rütten H, Westenberg AH, Weiss MM, Gilissen C, Hofste T, van der Post RS, Klarenbeek BR, de Wilt JHW, Ligtenberg MJL. Circulating tumor DNA detection after neoadjuvant treatment and surgery predicts recurrence in patients with early-stage and locally advanced rectal cancer. EUROPEAN JOURNAL OF SURGICAL ONCOLOGY 2023; 49:1283-1290. [PMID: 36740555 DOI: 10.1016/j.ejso.2023.01.026] [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: 11/03/2022] [Revised: 12/30/2022] [Accepted: 01/24/2023] [Indexed: 02/02/2023]
Abstract
INTRODUCTION Patients with early-stage and locally advanced rectal cancer are often treated with neoadjuvant therapy followed by surgery or watch and wait. This study evaluated the role of circulating tumor DNA (ctDNA) to measure disease after neoadjuvant treatment and surgery to optimize treatment choices. MATERIALS AND METHODS Patients with rectal cancer treated with both chemotherapy and radiotherapy were included and diagnostic biopsies were analyzed for tumor-specific mutations. Presence of ctDNA was measured in plasma by tracing the tumor-informed mutations using a next-generation sequencing panel. The association between ctDNA detection and clinicopathological characteristics and progression-free survival was measured. RESULTS Before treatment ctDNA was detected in 69% (35/51) of patients. After neoadjuvant therapy ctDNA was detected in only 15% (5/34) of patients. In none of the patients with a complete clinical response who were selected for a watch and wait strategy (0/10) or patients with ypN0 disease (0/8) ctDNA was detected, whereas it was detected in 31% (5/16) of patients with ypN + disease. After surgery ctDNA was detected in 16% (3/19) of patients, of which all (3/3) developed recurrent disease compared to only 13% (2/16) in patients with undetected ctDNA after surgery. In an exploratory survival analysis, both ctDNA detection after neoadjuvant therapy and after surgery was associated with worse progression-free survival (p = 0.01 and p = 0.007, respectively, Cox-regression). CONCLUSION These data show that in patients with early-stage and locally advanced rectal cancer tumor-informed ctDNA detection in plasma using ultradeep sequencing may have clinical value to complement response prediction after neoadjuvant therapy and surgery.
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Affiliation(s)
- Lisa S M Hofste
- Department of Human Genetics, Radboud University Medical Center, 6525, GA, Nijmegen, the Netherlands
| | - Maartje J Geerlings
- Department of Human Genetics, Radboud University Medical Center, 6525, GA, Nijmegen, the Netherlands
| | - Daniel von Rhein
- Department of Human Genetics, Radboud University Medical Center, 6525, GA, Nijmegen, the Netherlands
| | - Heidi Rütten
- Department of Radiation Oncology, Radboud University Medical Center, 6525, GA, Nijmegen, the Netherlands
| | - A Helen Westenberg
- Institute for Radiation Oncology Arnhem, 6815, AD, Arnhem, the Netherlands
| | - Marjan M Weiss
- Department of Human Genetics, Radboud University Medical Center, 6525, GA, Nijmegen, the Netherlands
| | - Christian Gilissen
- Department of Human Genetics, Radboud University Medical Center, 6525, GA, Nijmegen, the Netherlands
| | - Tom Hofste
- Department of Human Genetics, Radboud University Medical Center, 6525, GA, Nijmegen, the Netherlands
| | - Rachel S van der Post
- Department of Pathology, Radboud University Medical Center, 6525, GA, Nijmegen, the Netherlands
| | - Bastiaan R Klarenbeek
- Department of Surgery, Radboud University Medical Center, 6525, GA, Nijmegen, the Netherlands
| | - Johannes H W de Wilt
- Department of Surgery, Radboud University Medical Center, 6525, GA, Nijmegen, the Netherlands
| | - Marjolijn J L Ligtenberg
- Department of Human Genetics, Radboud University Medical Center, 6525, GA, Nijmegen, the Netherlands; Department of Pathology, Radboud University Medical Center, 6525, GA, Nijmegen, the Netherlands.
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8
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Thiruvalluvan M, Bhowmick NA. Stromal-Epithelial Interactions in Cancer Progression and Therapy Response. Cancers (Basel) 2023; 15:cancers15113014. [PMID: 37296976 DOI: 10.3390/cancers15113014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Accepted: 05/30/2023] [Indexed: 06/12/2023] Open
Abstract
Tumorigenesis is a result of cell-intrinsic epigenomic and genomic changes as well as cell-extrinsic factors [...].
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Affiliation(s)
| | - Neil A Bhowmick
- Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
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9
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Bikhchandani M, Amersi F, Hendifar A, Gangi A, Osipov A, Zaghiyan K, Atkins K, Cho M, Aguirre F, Hazelett D, Alvarez R, Zhou L, Hitchins M, Gong J. POLE-Mutant Colon Cancer Treated with PD-1 Blockade Showing Clearance of Circulating Tumor DNA and Prolonged Disease-Free Interval. Genes (Basel) 2023; 14:genes14051054. [PMID: 37239414 DOI: 10.3390/genes14051054] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Revised: 04/28/2023] [Accepted: 05/04/2023] [Indexed: 05/28/2023] Open
Abstract
Colon cancer with high microsatellite instability is characterized by a high tumor mutational burden and responds well to immunotherapy. Mutations in polymerase ɛ, a DNA polymerase involved in DNA replication and repair, are also associated with an ultra-mutated phenotype. We describe a case where a patient with POLE-mutated and hypermutated recurrent colon cancer was treated with pembrolizumab. Treatment with immunotherapy in this patient also led to the clearance of circulating tumor DNA (ctDNA). ctDNA is beginning to emerge as a marker for minimal residual disease in many solid malignancies, including colon cancer. Its clearance with treatment suggests that the selection of pembrolizumab on the basis of identifying a POLE mutation on next-generation sequencing may increase disease-free survival in this patient.
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Affiliation(s)
- Mihir Bikhchandani
- Department of Hematology and Oncology, Kaiser Permanente Los Angeles Medical Center, Los Angeles, CA 90027, USA
| | - Farin Amersi
- Department of Surgery, Division of Surgical Oncology, Samuel Oschin Comprehensive Cancer Institute, Cedars Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Andrew Hendifar
- Department of Medicine, Division of Hematology and Oncology, Samuel Oschin Comprehensive Cancer Institute, Cedars Sinai Medical Center, 8700 Beverly Blvd, AC 1042B, Los Angeles, CA 90048, USA
| | - Alexandra Gangi
- Department of Surgery, Division of Surgical Oncology, Samuel Oschin Comprehensive Cancer Institute, Cedars Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Arsen Osipov
- Department of Medicine, Division of Hematology and Oncology, Samuel Oschin Comprehensive Cancer Institute, Cedars Sinai Medical Center, 8700 Beverly Blvd, AC 1042B, Los Angeles, CA 90048, USA
| | - Karen Zaghiyan
- Department of Surgery, Division of Surgical Oncology, Samuel Oschin Comprehensive Cancer Institute, Cedars Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Katelyn Atkins
- Department of Radiation Oncology, Samuel Oschin Comprehensive Cancer Institute, Cedars Sinai Medical Center, Los Angeles, CA 90048, USA
| | - May Cho
- Department of Medicine, Division of Hematology and Oncology, University of California Irvine, Irvine, CA 92868, USA
| | - Francesca Aguirre
- Department of Biomedical Sciences, Cedars-Sinai, Los Angeles, CA 90048, USA
| | - Dennis Hazelett
- Department of Biomedical Sciences, Cedars-Sinai, Los Angeles, CA 90048, USA
| | - Rocio Alvarez
- Department of Biomedical Sciences, Cedars-Sinai, Los Angeles, CA 90048, USA
| | - Lisa Zhou
- Department of Biomedical Sciences, Cedars-Sinai, Los Angeles, CA 90048, USA
| | - Megan Hitchins
- Department of Biomedical Sciences, Cedars-Sinai, Los Angeles, CA 90048, USA
| | - Jun Gong
- Department of Medicine, Division of Hematology and Oncology, Samuel Oschin Comprehensive Cancer Institute, Cedars Sinai Medical Center, 8700 Beverly Blvd, AC 1042B, Los Angeles, CA 90048, USA
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10
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Choi WJ, Ivanics T, Gravely A, Gallinger S, Sapisochin G, O'Kane GM. Optimizing Circulating Tumour DNA Use in the Perioperative Setting for Intrahepatic Cholangiocarcinoma: Diagnosis, Screening, Minimal Residual Disease Detection and Treatment Response Monitoring. Ann Surg Oncol 2023; 30:3849-3863. [PMID: 36808320 DOI: 10.1245/s10434-023-13126-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Accepted: 01/09/2023] [Indexed: 02/23/2023]
Abstract
In this review, we present the current evidence and future perspectives on the use of circulating tumour DNA (ctDNA) in the diagnosis, management and understanding the prognosis of patients with intrahepatic cholangiocarcinoma (iCCA) undergoing surgery. Liquid biopsies or ctDNA maybe utilized to: (1) determine the molecular profile of the tumour and therefore guide the selection of molecular targeted therapy in the neoadjuvant setting, (2) form a surveillance tool for the detection of minimal residual disease or cancer recurrence after surgery, and (3) diagnose and screen for early iCCA detection in high-risk populations. The potential for ctDNA can be tumour-informed or -uninformed depending on the goals of its use. Future studies will require ctDNA extraction technique validations, with standardizations of both the platforms and the timing of ctDNA collections.
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Affiliation(s)
- Woo Jin Choi
- HBP and Multi Organ Transplant Program, Division of General Surgery, Department of Surgery, University Health Network, University of Toronto, Toronto, Ontario, Canada.,Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada.,HPB Surgical Oncology, University Health Network, Toronto, Ontario, Canada
| | - Tommy Ivanics
- Department of Surgery, Henry Ford Hospital, Detroit, MI, USA.,Department of Surgical Sciences, Uppsala University, Uppsala, Sweden
| | - Annabel Gravely
- HPB Surgical Oncology, University Health Network, Toronto, Ontario, Canada
| | - Steven Gallinger
- HBP and Multi Organ Transplant Program, Division of General Surgery, Department of Surgery, University Health Network, University of Toronto, Toronto, Ontario, Canada.,HPB Surgical Oncology, University Health Network, Toronto, Ontario, Canada
| | - Gonzalo Sapisochin
- HBP and Multi Organ Transplant Program, Division of General Surgery, Department of Surgery, University Health Network, University of Toronto, Toronto, Ontario, Canada. .,HPB Surgical Oncology, University Health Network, Toronto, Ontario, Canada.
| | - Grainne M O'Kane
- Department of Medical Oncology, Trinity St. James's Cancer Institute, Trinity College Dublin, Dublin, Ireland.
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11
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Chan HT, Nagayama S, Otaki M, Chin YM, Fukunaga Y, Ueno M, Nakamura Y, Low SK. Tumor-informed or tumor-agnostic circulating tumor DNA as a biomarker for risk of recurrence in resected colorectal cancer patients. Front Oncol 2023; 12:1055968. [PMID: 36776372 PMCID: PMC9909342 DOI: 10.3389/fonc.2022.1055968] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2022] [Accepted: 11/30/2022] [Indexed: 01/28/2023] Open
Abstract
Introduction Circulating tumor DNA (ctDNA) has been increasingly recognized as a promising minimally-invasive biomarker that could identify patients with minimal residual disease and a high risk of recurrence after definitive treatment. In this study, we've compared the clinical utility and sensitivity of 2 different approaches to ctDNA analyses: tumor-informed and tumor-agnostic in the management of colorectal (CRC) patients. The clinical benefits of a single timepoint ctDNA analysis compared to serial ctDNA monitoring after definitive treatment were also evaluated to uncover the ideal surveillance protocol. Methods Patient-paired resected tumor tissues, peripheral blood cells, and a total of 127 pre-operative and serial plasma cell-free DNA (cfDNA) samples after definitive treatment from 38 CRC patients that had undergone curative intent surgery were analyzed using a commercial NGS cfDNA panel. Results Up to 84% (32/38) of the recruited patients were detected with at least 1 genomic alteration from the tumor tissues that could be monitored using the tumor-informed ctDNA approach and none of the detected alterations were clonal hematopoiesis (CH) related. In contrast, 37% (14/38) of patients were detected with at least 1 monitoring alteration after exclusion of CH mutations using the tumor-agnostic approach. Serial plasma samples after definitive therapy were available for 31 patients. In the landmark ctDNA analysis, 24% (7/29) of patients had detectable ctDNA and were more likely to relapse than ctDNA-negative patients (p < 0.05). The landmark analysis sensitivity and specificity for recurrence were 67% and 87%, respectively. The incorporation of longitudinal ctDNA analysis at 6-months intervals improved the sensitivity to 100%. The median variant allele frequency (VAF) of the ctDNA mutations detected during surveillance was 0.028% (range: 0.018-0.783), where up to 80% (8/10) of the mutations were detected at VAF lower than the tumor-agnostic detection limit of 0.1%. Utilizing the tumor-agnostic approach reduced the recurrence detection sensitivity to 67% (4/6). Serial ctDNA analyses predicted disease recurrence at a median of 5 months ahead of radiological imaging. Conclusion Longitudinal monitoring using tumor-informed ctDNA testing shows high analytical sensitivity, low probability of false-positive results due to CH mutations, and improved sensitivity in detecting recurrence which may modify the clinical management of CRC.
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Affiliation(s)
- Hiu Ting Chan
- Project for Development of Liquid Biopsy Diagnosis, Cancer Precision Medicine Center, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Satoshi Nagayama
- Department of Gastroenterological and Surgery, Cancer Institute Hospital of the Japanese Foundation for Cancer Research, Tokyo, Japan,Department of Surgery, Uji-Tokushukai Medical Center, Kyoto, Japan
| | - Masumi Otaki
- Department of Medical Oncology, Cancer Institute Hospital of the Japanese Foundation for Cancer Research, Tokyo, Japan,Department of Clinical Chemotherapy, Cancer Chemotherapy Center, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Yoon Ming Chin
- Project for Development of Liquid Biopsy Diagnosis, Cancer Precision Medicine Center, Japanese Foundation for Cancer Research, Tokyo, Japan,Department of Research and Development, Cancer Precision Medicine, Inc., Kawasaki, Japan
| | - Yosuke Fukunaga
- Department of Gastroenterological and Surgery, Cancer Institute Hospital of the Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Masashi Ueno
- Department of Gastroenterological and Surgery, Cancer Institute Hospital of the Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Yusuke Nakamura
- Project for Development of Liquid Biopsy Diagnosis, Cancer Precision Medicine Center, Japanese Foundation for Cancer Research, Tokyo, Japan,National Institutes of Biomedical Innovation, Health and Nutrition, Osaka, Japan
| | - Siew-Kee Low
- Project for Development of Liquid Biopsy Diagnosis, Cancer Precision Medicine Center, Japanese Foundation for Cancer Research, Tokyo, Japan,*Correspondence: Siew-Kee Low,
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12
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Dayyani F, Smith BR, Nguyen NT, Daly S, Hinojosa MW, Seyedin SN, Kuo J, Samarasena JB, Lee JG, Taylor TH, Cho MT, Senthil M. A phase Ib feasibility trial of response adapted neoadjuvant therapy in gastric cancer (RANT-GC). Future Oncol 2022; 18:2615-2622. [PMID: 35603628 DOI: 10.2217/fon-2022-0285] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Current guidelines recommend neoadjuvant (NAC) and/or adjuvant chemotherapy for locally advanced gastric cancers (LAGCs). However, the choice and duration of NAC regimen is standardized, rather than personalized to biologic response, despite the availability of several different classes of agents for the treatment of gastric cancer (GC). The current trial will use a tumor-informed ctDNA assay (Signatera™) and monitor response to NAC. Based on ctDNA kinetics, the treatment regimen is modified. This is a prospective single center, single arm, open label study in clinical stage IB-III GC. ctDNA is measured at baseline and repeated every 8 weeks. Imaging is performed at the same intervals. The primary endpoint is the feasibility of this approach, defined as percentage of patients completing gastrectomy.
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Affiliation(s)
- Farshid Dayyani
- Department of Medicine, University of California Irvine, Orange, CA 92868, USA
| | - Brian R Smith
- Department of Surgery, University of California Irvine, Orange, CA 92868, USA
| | - Ninh T Nguyen
- Department of Surgery, University of California Irvine, Orange, CA 92868, USA
| | - Shaun Daly
- Department of Surgery, University of California Irvine, Orange, CA 92868, USA
| | - Marcelo W Hinojosa
- Department of Surgery, University of California Irvine, Orange, CA 92868, USA
| | - Steven N Seyedin
- Department of Radiation Oncology, University of California Irvine, Orange, CA 92868, USA
| | - Jeffrey Kuo
- Department of Radiation Oncology, University of California Irvine, Orange, CA 92868, USA
| | - Jason B Samarasena
- Department of Medicine, University of California Irvine, Orange, CA 92868, USA
| | - John G Lee
- Department of Medicine, University of California Irvine, Orange, CA 92868, USA
| | - Thomas H Taylor
- Department of Epidemiology, University of California Irvine, Irvine, CA 92617, USA
| | - May T Cho
- Department of Medicine, University of California Irvine, Orange, CA 92868, USA
| | - Maheswari Senthil
- Department of Surgery, University of California Irvine, Orange, CA 92868, USA
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13
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Gong J, Aguirre F, Hazelett D, Alvarez R, Zhou L, Hendifar A, Osipov A, Zaghiyan K, Cho M, Gangi A, Hitchins M. Circulating tumor DNA dynamics and response to immunotherapy in colorectal cancer. Mol Clin Oncol 2022; 16:100. [PMID: 35463213 PMCID: PMC9022091 DOI: 10.3892/mco.2022.2533] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Accepted: 02/24/2022] [Indexed: 11/06/2022] Open
Abstract
Circulating tumor DNA (ctDNA) is increasingly being investigated as a tool to detect minimal residual disease in resected, stage I-III colorectal cancer. Recent ctDNA studies have indicated that detection of ctDNA following surgery for resectable colorectal cancer confers a significantly higher risk of recurrence than those with negative ctDNA postoperatively. In those with postoperative ctDNA positivity, clearance of minimal residual disease with adjuvant chemotherapy is a positive prognostic indicator. Lastly, ctDNA has demonstrated superior sensitivity to the conventional blood tumor marker carcinoembryonic antigen (CEA) and can offer median lead times of up to 11 months for radiographic detection of recurrence during the surveillance of resected, stage I-III colorectal cancer. In metastatic colorectal cancer (mCRC), there is growing evidence to suggest that plasma ctDNA can be used to monitor tumor response to conventional chemotherapy as well. The present case series demonstrated that plasma ctDNA is a predictor of tumor response to immunotherapy in patients with mCRC that are microsatellite stable or microsatellite instability high. Plasma ctDNA could serve as a dynamic marker of immunotherapy response even in colorectal tumors that were CEA non-producers. Overall, these findings add to ongoing efforts to establish the role of plasma ctDNA in monitoring response to immunotherapy in CRC.
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Affiliation(s)
- Jun Gong
- Department of Medicine, Division of Hematology and Oncology, Samuel Oschin Comprehensive Cancer Institute, Cedars‑Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Francesca Aguirre
- Department of Biomedical Sciences, Cedars‑Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Dennis Hazelett
- Department of Biomedical Sciences, Cedars‑Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Rocio Alvarez
- Department of Biomedical Sciences, Cedars‑Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Lisa Zhou
- Department of Biomedical Sciences, Cedars‑Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Andrew Hendifar
- Department of Medicine, Division of Hematology and Oncology, Samuel Oschin Comprehensive Cancer Institute, Cedars‑Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Arsen Osipov
- Department of Medicine, Division of Hematology and Oncology, Samuel Oschin Comprehensive Cancer Institute, Cedars‑Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Karen Zaghiyan
- Department of Surgery, Samuel Oschin Comprehensive Cancer Institute, Cedars‑Sinai Medical Center, Los Angeles, CA 90048, USA
| | - May Cho
- Division of Hematology and Oncology, Department of Medicine, University of California, Irvine, CA 92697, USA
| | - Alexandra Gangi
- Department of Surgery, Samuel Oschin Comprehensive Cancer Institute, Cedars‑Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Megan Hitchins
- Department of Biomedical Sciences, Cedars‑Sinai Medical Center, Los Angeles, CA 90048, USA
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