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Boeken T, Pellerin O, Bourreau C, Palle J, Gallois C, Zaanan A, Taieb J, Lahlou W, Di Gaeta A, Al Ahmar M, Guerra X, Dean C, Laurent Puig P, Sapoval M, Pereira H, Blons H. Clinical value of sequential circulating tumor DNA analysis using next-generation sequencing and epigenetic modifications for guiding thermal ablation for colorectal cancer metastases: a prospective study. LA RADIOLOGIA MEDICA 2024; 129:1530-1542. [PMID: 39183242 DOI: 10.1007/s11547-024-01865-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/13/2024] [Accepted: 07/25/2024] [Indexed: 08/27/2024]
Abstract
INTRODUCTION While thermal ablation is now a standard treatment option for oligometastatic colorectal cancer patients, selecting those who will benefit most from locoregional therapies remains challenging. This proof-of-concept study is the first to assess the feasibility of routine testing of ctDNA before and after thermal ablation with curative intent, analyzed by next-generation sequencing (NGS) and methylation specific digital droplet PCR (ddPCR). Our prospective study primary objective was to assess the prognostic value of ctDNA before thermal ablation. METHODS This single-center prospective study from November 2021 to June 2022 included colorectal cancer patients referred for curative-intent thermal ablation. Cell-free DNA was tested at different time points by next-generation sequencing and detection of WIF1 and NPY genes hypermethylation using ddPCR. The ctDNA was considered positive if either a tumor mutation or hypermethylation was detected; recurrence-free survival was used as the primary endpoint. RESULTS The study enrolled 15 patients, and a total of 60 samples were analyzed. The median follow-up after ablation was 316 days, and median recurrence-free survival was 250 days. CtDNA was positive for 33% of the samples collected during the first 24 h. The hazard ratio for progression according to the presence of baseline circulating tumor DNA was estimated at 0.14 (CI 95%: 0.03-0.65, p = 0.019). The dynamics are provided, and patients with no recurrence were all negative at H24 for ctDNA. DISCUSSION This study shows the feasibility of routine testing of ctDNA before and after thermal ablation with curative intent. We report that circulating tumor DNA is detectable in patients with low tumor burden using 2 techniques. This study emphasizes the potential of ctDNA for discerning patients who are likely to benefit from thermal ablation from those who may not, which could shape future referrals. The dynamics of ctDNA before and after ablation shed light on the need for further research and larger studies.
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Affiliation(s)
- Tom Boeken
- Department of Vascular and Oncological Interventional Radiology, AP-HP, INSERM PARCC U 970, Hôpital Européen Georges Pompidou, HEKA INRIA, Université de Paris Cité, Paris, France.
| | - Olivier Pellerin
- Department of Vascular and Oncological Interventional Radiology, AP-HP, INSERM PARCC U 970, Hôpital Européen Georges Pompidou, HEKA INRIA, Université de Paris Cité, Paris, France
| | | | - Juliette Palle
- Department of Gastroenterology and Digestive Oncology, AP-HP, Hôpital Européen Georges Pompidou, SIRIC CARPEM, Université Paris Cité, Paris, France
| | - Claire Gallois
- Department of Gastroenterology and Digestive Oncology, AP-HP, Hôpital Européen Georges Pompidou, SIRIC CARPEM, Université Paris Cité, Paris, France
| | - Aziz Zaanan
- Department of Gastroenterology and Digestive Oncology, AP-HP, Hôpital Européen Georges Pompidou, SIRIC CARPEM, Université Paris Cité, Paris, France
| | - Julien Taieb
- Department of Gastroenterology and Digestive Oncology, AP-HP, Hôpital Européen Georges Pompidou, SIRIC CARPEM, Université Paris Cité, Paris, France
| | - Widad Lahlou
- Department of Gastroenterology and Digestive Oncology, AP-HP, Hôpital Européen Georges Pompidou, SIRIC CARPEM, Université Paris Cité, Paris, France
| | - Alessandro Di Gaeta
- Department of Vascular and Oncological Interventional Radiology, AP-HP, INSERM PARCC U 970, Hôpital Européen Georges Pompidou, HEKA INRIA, Université de Paris Cité, Paris, France
| | - Marc Al Ahmar
- Department of Vascular and Oncological Interventional Radiology, AP-HP, INSERM PARCC U 970, Hôpital Européen Georges Pompidou, HEKA INRIA, Université de Paris Cité, Paris, France
| | - Xavier Guerra
- Department of Vascular and Oncological Interventional Radiology, AP-HP, INSERM PARCC U 970, Hôpital Européen Georges Pompidou, HEKA INRIA, Université de Paris Cité, Paris, France
| | | | - Pierre Laurent Puig
- Department of Biochemistry, Pharmacogenetics and Molecular Oncology (ONSTeP), AP-HP, Hôpital Européen Georges Pompidou, Paris Cancer Institute CARPEM, Université de Paris Cité, Paris, France
| | - Marc Sapoval
- Department of Vascular and Oncological Interventional Radiology, AP-HP, INSERM PARCC U 970, Hôpital Européen Georges Pompidou, HEKA INRIA, Université de Paris Cité, Paris, France
| | - Helena Pereira
- Centre d'investigation Clinique 1418 Épidémiologie Clinique, AP-HP, INSERM, Hôpital Européen Georges Pompidou, Clinical Research Unit, Paris, France
| | - Hélène Blons
- Department of Biochemistry, Pharmacogenetics and Molecular Oncology (ONSTeP), AP-HP, Hôpital Européen Georges Pompidou, Paris Cancer Institute CARPEM, Université de Paris Cité, Paris, France
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Adams AM, Vreeland TJ, Newhook TE. Circulating Tumor DNA: Towards More Individualized Treatment for Patients with Resectable Colorectal Cancer. J Gastrointest Cancer 2023; 54:1071-1081. [PMID: 36562938 DOI: 10.1007/s12029-022-00888-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/13/2022] [Indexed: 12/24/2022]
Abstract
PURPOSE Despite curative-intent treatment, recurrence is common for patients with colorectal cancer (CRC). Currently, prediction of disease recurrence and prognostication following surgery is based upon vague clinical factors and more precise and dynamic biomarkers for risk stratification and treatment decisions are urgently needed. Circulating tumor DNA (ctDNA) is a promising biomarker for patients undergoing treatment for resectable CRC. METHODS In this review, we provide an overview of the data supporting current uses of ctDNA for CRC, including localized CRC and resectable colorectal liver metastases (CLM), as well as descriptions of important ongoing clinical trials using ctDNA in the care of patients with CRC. RESULTS The detection of ctDNA following curative-intent therapy is associated with disease recurrence, and multiple trials are investigating its role in determining need and duration for adjuvant therapy for localized CRC. In addition, ctDNA reliably predicts prognosis for patients with CLM, with trials underway studying ctDNA-guided treatment sequencing and intensity. CONCLUSION The detection of ctDNA is a sensitive and dynamic biomarker for disease recurrence in CRC. Many investigations are underway into ctDNA's potential role in surveillance and treatment algorithms, and it has the potential to become a critical biomarker to determine individualized strategies for treatment sequencing, choice, and duration of therapies.
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Affiliation(s)
- Alexandra M Adams
- Department of Surgery, Brooke Army Medical Center, San Antonio, TX, USA
| | - Timothy J Vreeland
- Department of Surgery, Uniformed Services University of Health Sciences, Bethesda, MD, USA
- Department of Surgical Oncology, Brooke Army Medical Center, San Antonio, TX, USA
| | - Timothy E Newhook
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
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Wullaert L, van Rees JM, Martens JWM, Verheul HMW, Grünhagen DJ, Wilting SM, Verhoef C. Circulating Tumour DNA as Biomarker for Colorectal Liver Metastases: A Systematic Review and Meta-Analysis. Cells 2023; 12:2520. [PMID: 37947598 PMCID: PMC10647834 DOI: 10.3390/cells12212520] [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: 09/10/2023] [Revised: 10/15/2023] [Accepted: 10/23/2023] [Indexed: 11/12/2023] Open
Abstract
Circulating tumour DNA (ctDNA) is a potential biomarker that could contribute to more judicious patient selection for personalised treatment. This review and meta-analysis gives an overview of the current knowledge in the literature investigating the value of ctDNA in patients with colorectal liver metastases (CRLM). A systematic search was conducted in electronic databases for studies published prior to the 26th of May 2023. Studies investigating the association between ctDNA and oncological outcomes in patients undergoing curative-intent local therapy for CRLM were included. Meta-analyses were performed to pool hazard ratios (HR) for the recurrence-free survival (RFS) and overall survival (OS). A total of eleven studies were included and nine were eligible for meta-analyses. Patients with detectable ctDNA after surgery experienced a significantly higher chance of recurrence (HR 3.12, 95% CI 2.27-4.28, p < 0.000010) and shorter OS (HR 5.04, 95% CI 2.53-10.04, p < 0.00001) compared to patients without detectable ctDNA. A similar association for recurrence was found in patients with detectable ctDNA after the completion of adjuvant therapy (HR 6.39, 95% CI 2.13-19.17, p < 0.0009). The meta-analyses revealed no association between detectable ctDNA before surgery and the RFS and OS. These meta-analyses demonstrate the strong association between detectable ctDNA after treatment and oncological outcomes in CRLM patients.
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Affiliation(s)
- Lissa Wullaert
- Department of Surgical Oncology and Gastrointestinal Surgery, Erasmus MC Cancer Institute, 3015 GD Rotterdam, The Netherlands; (L.W.)
| | - Jan M. van Rees
- Department of Surgical Oncology and Gastrointestinal Surgery, Erasmus MC Cancer Institute, 3015 GD Rotterdam, The Netherlands; (L.W.)
| | - John W. M. Martens
- Department of Medical Oncology, Erasmus MC Cancer Institute, 3015 GD Rotterdam, The Netherlands
| | - Henk M. W. Verheul
- Department of Medical Oncology, Erasmus MC Cancer Institute, 3015 GD Rotterdam, The Netherlands
| | - Dirk J. Grünhagen
- Department of Surgical Oncology and Gastrointestinal Surgery, Erasmus MC Cancer Institute, 3015 GD Rotterdam, The Netherlands; (L.W.)
| | - Saskia M. Wilting
- Department of Medical Oncology, Erasmus MC Cancer Institute, 3015 GD Rotterdam, The Netherlands
| | - Cornelis Verhoef
- Department of Surgical Oncology and Gastrointestinal Surgery, Erasmus MC Cancer Institute, 3015 GD Rotterdam, The Netherlands; (L.W.)
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Xu M, Shi T, Xu R, Chen G, He W. The potential role of minimal/molecular residual disease in colorectal cancer: curative surgery, radiotherapy and beyond. JOURNAL OF THE NATIONAL CANCER CENTER 2023; 3:203-210. [PMID: 39035199 PMCID: PMC11256684 DOI: 10.1016/j.jncc.2023.05.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2022] [Revised: 04/23/2023] [Accepted: 05/18/2023] [Indexed: 07/23/2024] Open
Abstract
Detection of minimal/molecular residual disease (MRD) based on ctDNA assay develops from hematological malignancies to solid tumors. Generally, there are two mainstream assays in MRD testing technology: tumor-informed and tumor-agnostic. For colorectal cancer (CRC), MRD is used not only to monitor recurrence and predict prognosis, but also to help in clinical decision making and assessment of clinical efficacy in the settings of curative surgery, radiotherapy, chemotherapy and surveillance. Accumulated clinical trials are exploring roles of MRD in early or advanced stages of CRC. Here, we give an overview of how MRD is and will be used in CRC.
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Affiliation(s)
- Meiyi Xu
- Department of Oncology, Shenzhen People's Hospital (the Second Clinical Medical College, Jinan University; the First Affiliated Hospital, Southern University of Science and Technology), Shenzhen, China
| | - Tianhao Shi
- Department of Biology, School of Medicine, Southern University of Science and Technology, Shenzhen, China
| | - Ruilian Xu
- Department of Oncology, Shenzhen People's Hospital (the Second Clinical Medical College, Jinan University; the First Affiliated Hospital, Southern University of Science and Technology), Shenzhen, China
| | - Gong Chen
- Department of Colorectal Surgery, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, China
| | - Wan He
- Department of Oncology, Shenzhen People's Hospital (the Second Clinical Medical College, Jinan University; the First Affiliated Hospital, Southern University of Science and Technology), Shenzhen, China
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Liu W, Jin KM, Zhang MH, Bao Q, Liu M, Xu D, Wang K, Xing BC. Recurrence Prediction by Circulating Tumor DNA in the Patient with Colorectal Liver Metastases After Hepatectomy: A Prospective Biomarker Study. Ann Surg Oncol 2023; 30:4916-4926. [PMID: 37219651 DOI: 10.1245/s10434-023-13362-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Accepted: 03/02/2023] [Indexed: 05/24/2023]
Abstract
BACKGROUND The recurrence rate after hepatic resection of colorectal liver metastases (CRLM) remains high. This study aimed to investigate postoperative circulating tumor DNA (ctDNA) based on ultra-deep next-generation sequencing (NGS) to predict patient recurrence and survival. METHODS Using the high-throughput NGS method tagged with a dual-indexed unique molecular identifier, named the CRLM-specific 25-gene panel (J25), this study sequenced ctDNA in peripheral blood samples collected from 134 CRLM patients who underwent hepatectomy after postoperative day 6. RESULTS Of 134 samples, 42 (31.3%) were shown to be ctDNA-positive, and 37 resulted in recurrence. Kaplan-Meier survival analysis showed that disease-free survival (DFS) in the ctDNA-positive subgroup was significantly shorter than in the ctDNA-negative subgroup (hazard ratio [HR], 2.96; 95% confidence interval [CI], 1.91-4.6; p < 0.05). When the 42 ctDNA-positive samples were further divided by the median of the mean allele frequency (AF, 0.1034%), the subgroup with higher AFs showed a significantly shorter DFS than the subgroup with lower AFs (HR, 1.98; 95% CI, 1.02-3.85; p < 0.05). The ctDNA-positive patients who received adjuvant chemotherapy longer than 2 months showed a significantly longer DFS than those who received treatment for 2 months or less (HR, 0.377; 95% CI, 0.189-0.751; p < 0.05). Uni- and multivariable Cox regression indicated two factors independently correlated with prognosis: ctDNA positivity and no preoperative chemotherapy. CONCLUSION The study demonstrated that ctDNA status 6 days postoperatively could sensitively and accurately predict recurrence for patients with CRLM using the J25 panel.
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Affiliation(s)
- Wei Liu
- Key Laboratory of Carcinogenesis and Translational Research, Hepatopancreatobiliary Surgery Department I, Ministry of Education, Peking University School of Oncology, Beijing Cancer Hospital and Institute, Beijing, People's Republic of China
| | - Ke-Min Jin
- Key Laboratory of Carcinogenesis and Translational Research, Hepatopancreatobiliary Surgery Department I, Ministry of Education, Peking University School of Oncology, Beijing Cancer Hospital and Institute, Beijing, People's Republic of China
| | - Meng-Huan Zhang
- GloriousMed Clinical Laboratory (Shanghai) Co., Ltd., Shanghai, People's Republic of China
- Institute for Regenerative Medicine, Shanghai East Hospital, School of Life Sciences and Technology, Frontier Science Center for Stem Cell Research, Tongji University, Shanghai, People's Republic of China
| | - Quan Bao
- Key Laboratory of Carcinogenesis and Translational Research, Hepatopancreatobiliary Surgery Department I, Ministry of Education, Peking University School of Oncology, Beijing Cancer Hospital and Institute, Beijing, People's Republic of China
| | - Ming Liu
- Key Laboratory of Carcinogenesis and Translational Research, Hepatopancreatobiliary Surgery Department I, Ministry of Education, Peking University School of Oncology, Beijing Cancer Hospital and Institute, Beijing, People's Republic of China
| | - Da Xu
- Key Laboratory of Carcinogenesis and Translational Research, Hepatopancreatobiliary Surgery Department I, Ministry of Education, Peking University School of Oncology, Beijing Cancer Hospital and Institute, Beijing, People's Republic of China
| | - Kun Wang
- Key Laboratory of Carcinogenesis and Translational Research, Hepatopancreatobiliary Surgery Department I, Ministry of Education, Peking University School of Oncology, Beijing Cancer Hospital and Institute, Beijing, People's Republic of China.
| | - Bao-Cai Xing
- Key Laboratory of Carcinogenesis and Translational Research, Hepatopancreatobiliary Surgery Department I, Ministry of Education, Peking University School of Oncology, Beijing Cancer Hospital and Institute, Beijing, People's Republic of China.
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Wang D, Zhao P, Lu T, Ren J, Zhu L, Han X, Zhang G, Dong X, Ma H, Yu M, Cai H. ctDNA as a prognostic biomarker in resectable CLM: Systematic review and meta-analysis. Open Life Sci 2023; 18:20220615. [PMID: 37250841 PMCID: PMC10224622 DOI: 10.1515/biol-2022-0615] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2023] [Revised: 03/20/2023] [Accepted: 04/12/2023] [Indexed: 05/31/2023] Open
Abstract
Cell-free circulating tumor DNA (ctDNA) is synthesized by tumor cells, including metastatic tumors, and circulates in the bloodstream. Evidence suggests that ctDNA is a potential predictive and prognostic biomarker for colorectal cancer (CRC), but its predictive efficacy in detecting CRC liver metastasis (CLM) remains unclear. Additionally, its utility in the clinical setting needs further investigation. We conducted a meta-analysis to determine the utility of ctDNA as a biomarker for predicting the prognosis of CLM and investigate the relationship between CLM and ctDNA positivity. A literature search was performed in electronic databases to identify relevant studies published up to March 19, 2022. We retrieved data on overall survival (OS), disease-free survival (DFS), and recurrence-free survival (RFS) for both ctDNA-positive and ctDNA-negative colorectal liver metastasis (CLM) patients from the selected articles. Hazard ratios (HRs) were also calculated for these survival outcomes analysis was also performed. The stability of the combined meta-analysis was verified by sensitivity analysis and publication bias evaluation. Ten trials were included, and 615 patients were evaluated. In patients with CLM, pooled HRs revealed a substantial link between ctDNA positivity and RFS/DFS. Subgroup analysis revealed that ctDNA had a prospective detection value. Sensitivity analysis and publication bias evaluation indicated stable results. Although the results on pooled HR for OS suggested that ctDNA-positive patients had a shorter survival time, their pooled HRs had a relatively evident heterogeneity, and sensitivity analysis and publication bias evaluation indicated that pooled HRs were extremely unstable. In conclusion, our results demonstrate that ctDNA appears to be a prognostic biomarker for resectable CLM patients.
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Affiliation(s)
- Da Wang
- School of Medicine Jiangsu University, Zhenjiang, 212000, China
- General Surgery Clinical Medical Center, Gansu Provincial Hospital, Lanzhou, 730000, China
- Key Laboratory of Molecular Diagnostics and Precision Medicine for Surgical Oncology in Gansu Province, Gansu Provincial Hospital, Lanzhou, 730000, China
| | - Penglai Zhao
- General Surgery Clinical Medical Center, Gansu Provincial Hospital, Lanzhou, 730000, China
- Key Laboratory of Molecular Diagnostics and Precision Medicine for Surgical Oncology in Gansu Province, Gansu Provincial Hospital, Lanzhou, 730000, China
- The First Clinical Medical College, Gansu University of Chinese Medicine, Lanzhou, 730000, China
| | - Tingting Lu
- Institution of Clinical Research and Evidence Based Medicine, Gansu Provincial Hospital, Lanzhou, 730000, China
| | - Jingyao Ren
- Key Laboratory of Molecular Diagnostics and Precision Medicine for Surgical Oncology in Gansu Province, Gansu Provincial Hospital, Lanzhou, 730000, China
- School of Clinical Medicine Ning Xia Medical University, Yinchuan, Ning Xia, 750004, China
| | - Lihui Zhu
- Key Laboratory of Molecular Diagnostics and Precision Medicine for Surgical Oncology in Gansu Province, Gansu Provincial Hospital, Lanzhou, 730000, China
- School of Clinical Medicine Ning Xia Medical University, Yinchuan, Ning Xia, 750004, China
| | - Xiaoyong Han
- Key Laboratory of Molecular Diagnostics and Precision Medicine for Surgical Oncology in Gansu Province, Gansu Provincial Hospital, Lanzhou, 730000, China
- School of Clinical Medicine Ning Xia Medical University, Yinchuan, Ning Xia, 750004, China
| | - Guangming Zhang
- General Surgery Clinical Medical Center, Gansu Provincial Hospital, Lanzhou, 730000, China
- Key Laboratory of Molecular Diagnostics and Precision Medicine for Surgical Oncology in Gansu Province, Gansu Provincial Hospital, Lanzhou, 730000, China
- The First Clinical Medical College, Gansu University of Chinese Medicine, Lanzhou, 730000, China
| | - Xiaohua Dong
- General Surgery Clinical Medical Center, Gansu Provincial Hospital, Lanzhou, 730000, China
- Key Laboratory of Molecular Diagnostics and Precision Medicine for Surgical Oncology in Gansu Province, Gansu Provincial Hospital, Lanzhou, 730000, China
- First Clinical College of Medicine, Lanzhou University, Lanzhou, 730000, China
| | - Haizhong Ma
- General Surgery Clinical Medical Center, Gansu Provincial Hospital, Lanzhou, 730000, China
- Key Laboratory of Molecular Diagnostics and Precision Medicine for Surgical Oncology in Gansu Province, Gansu Provincial Hospital, Lanzhou, 730000, China
| | - Miao Yu
- General Surgery Clinical Medical Center, Gansu Provincial Hospital, Lanzhou, 730000, China
- Key Laboratory of Molecular Diagnostics and Precision Medicine for Surgical Oncology in Gansu Province, Gansu Provincial Hospital, Lanzhou, 730000, China
| | - Hui Cai
- School of Medicine Jiangsu University, Zhenjiang, 212000, China
- General Surgery Clinical Medical Center, Gansu Provincial Hospital, Lanzhou, 730000, China
- Key Laboratory of Molecular Diagnostics and Precision Medicine for Surgical Oncology in Gansu Province, Gansu Provincial Hospital, Lanzhou, 730000, China
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Newhook TE, Overman MJ, Chun YS, Dasari A, Tzeng CWD, Cao HST, Raymond V, Parseghian C, Johnson B, Nishioka Y, Kawaguchi Y, Uppal A, Vreeland TJ, Jaimovich A, Arvide EM, Cristo JV, Wei SH, Raghav KP, Morris VK, Lee JE, Kopetz S, Vauthey JN. Prospective Study of Perioperative Circulating Tumor DNA Dynamics in Patients Undergoing Hepatectomy for Colorectal Liver Metastases. Ann Surg 2023; 277:813-820. [PMID: 35797554 DOI: 10.1097/sla.0000000000005461] [Citation(s) in RCA: 18] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
OBJECTIVE To evaluate the association of perioperative ctDNA dynamics on outcomes after hepatectomy for CLM. SUMMARY BACKGROUND DATA Prognostication is imprecise for patients undergoing hepatectomy for CLM, and ctDNA is a promising biomarker. However, clinical implications of perioperative ctDNA dynamics are not well established. METHODS Patients underwent curative-intent hepatectomy after preoperative chemotherapy for CLM (2013-2017) with paired prehepatectomy/postoperative ctDNA analyses via plasma-only assay. Positivity was determined using a proprietary variant classifier. Primary endpoint was recurrence-free survival (RFS). Median follow-up was 55 months. RESULTS Forty-eight patients were included. ctDNA was detected before and after surgery (ctDNA+/+) in 14 (29%), before but not after surgery (ctDNA+/-) in 19 (40%), and not at all (ctDNA-/-) in 11 (23%). Adverse tissue somatic mutations were detected in TP53 (n = 26; 54%), RAS (n = 23; 48%), SMAD4 (n = 5; 10%), FBXW7 (n = 3; 6%), and BRAF (n = 2; 4%). ctDNA+/+ was associated with worse RFS (median: ctDNA+/+, 6.0 months; ctDNA+/-, not reached; ctDNA-/-, 33.0 months; P = 0.001). Compared to ctDNA+/+, ctDNA+/- was associated with improved RFS [hazard ratio (HR) 0.24 (95% confidence interval (CI) 0.1-0.58)] and overall survival [HR 0.24 (95% CI 0.08-0.74)]. Adverse somatic mutations were not associated with survival. After adjustment for prehepatectomy chemotherapy, synchronous disease, and ≥2 CLM, ctDNA+/- and ctDNA-/- were independently associated with improved RFS compared to ctDNA+/+ (ctDNA+/-: HR 0.21, 95% CI 0.08-0.53; ctDNA-/-: HR 0.21, 95% CI 0.08-0.56). CONCLUSIONS Perioperative ctDNA dynamics are associated with survival, identify patients with high recurrence risk, and may be used to guide treatment decisions and surveillance after hepatectomy for patients with CLM.
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Affiliation(s)
- Timothy E Newhook
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Michael J Overman
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Yun Shin Chun
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Arvind Dasari
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Ching-Wei D Tzeng
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Hop S Tran Cao
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - Christine Parseghian
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Benny Johnson
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Yujiro Nishioka
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Yoshikuni Kawaguchi
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Abhineet Uppal
- Department of Colon and Rectal Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | | | - Elsa M Arvide
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Jenilette V Cristo
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Steven H Wei
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Kanwal P Raghav
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Van K Morris
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Jeffrey E Lee
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Scott Kopetz
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Jean-Nicolas Vauthey
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
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Sonbol MB, Siddiqi R, Uson PLS, Pathak S, Firwana B, Botrus G, Almader-Douglas D, Ahn DH, Borad MJ, Starr J, Jones J, Stucky CC, Smoot R, Riaz IB, Bekaii-Saab T. The Role of Systemic Therapy in Resectable Colorectal Liver Metastases: Systematic Review and Network Meta-Analysis. Oncologist 2022; 27:1034-1040. [PMID: 36239399 PMCID: PMC9732220 DOI: 10.1093/oncolo/oyac212] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Accepted: 09/12/2022] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Despite multiple randomized trials, the role of perioperative chemotherapy in colorectal cancer liver metastasis (CRLM) is still under debate. In this systematic review and network meta-analysis (NMA), we aim to evaluate the efficacy of perioperative systemic therapies for patients with CRLM. METHODS We searched various databases for abstracts and full-text articles published from database inception through May 2021.We included randomized controlled trials (RCTs) comparing the addition of perioperative (post, pre, or both) systemic therapies to surgery alone in patients with CRLM. The outcomes were compared according to the chemotherapy regimen using a random effects model. Outcomes of interest included disease-free survival (DFS) and overall survival (OS). RESULTS Seven RCTs with a total of 1504 patients with CRLM were included. Six studies included post-operative treatment and one evaluated perioperative (pre- and postoperative) therapy. Fluoropyrimidine-based chemotherapy was the most used systemic therapy. NMA showed benefit of adding perioperative therapy to surgery in terms of DFS (HR 0.73, 95% CI 0.63 to 0.84). However, these findings did not translate into a statistically significant OS benefit (HR 0.88, 95% CI 0.74 to 1.05). NMA did not show any advantage of one regimen over another including oxaliplatin or irinotecan. CONCLUSIONS This systematic review and NMA of 7 RCTs found that the addition of perioperative systemic treatment for resectable CRLM could improve disease-free survival but not overall survival. Based on the findings, addition of perioperative treatment in resectable CRLM should be individualized weighing the risks and benefits.
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Affiliation(s)
| | - Rabbia Siddiqi
- Department of Medicine, Dow University of Health Sciences, Karachi city, Sindh, Pakistan
| | - Pedro Luiz Serrano Uson
- Department of Oncology Mayo Clinic Cancer Center, Phoenix, AZ, USA
- Department of Oncology, Hospital Israelita Albert Einstein, São Paulo, Brazil
| | | | - Belal Firwana
- Heartland Cancer Research, Missouri Baptist Medical Center, St Louis, MO, USA
| | - Gehan Botrus
- Department of Medicine, Honorhealth Research Institute, Scottsdale, AZ, USA
| | | | - Daniel H Ahn
- Department of Oncology Mayo Clinic Cancer Center, Phoenix, AZ, USA
| | - Mitesh J Borad
- Department of Oncology Mayo Clinic Cancer Center, Phoenix, AZ, USA
| | - Jason Starr
- Mayo Clinic Cancer Center, Jacksonville, FL, USA
| | - Jeremy Jones
- Mayo Clinic Cancer Center, Jacksonville, FL, USA
| | - Chee-Chee Stucky
- Department of Oncology Mayo Clinic Cancer Center, Phoenix, AZ, USA
| | - Rory Smoot
- Mayo Clinic Cancer Center, Rochester, MN, USA
| | - Irbaz Bin Riaz
- Department of Oncology Mayo Clinic Cancer Center, Phoenix, AZ, USA
- Mayo Clinic Cancer Center, Rochester, MN, USA
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9
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Narayan RR, Datta J, Goldman DA, Aveson VG, Walch HS, Sanchez-Vega F, Gönen M, Balachandran VP, Drebin JA, Jarnagin WR, Kingham TP, Wei AC, Schultz N, Kemeny NE, D'Angelica MI. Genomic Predictors of Recurrence Patterns After Complete Resection of Colorectal Liver Metastases and Adjuvant Hepatic Artery Infusion Chemotherapy. Ann Surg Oncol 2022; 29:7579-7588. [PMID: 35896920 PMCID: PMC9561013 DOI: 10.1245/s10434-022-12085-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2022] [Accepted: 05/09/2022] [Indexed: 12/21/2022]
Abstract
BACKGROUND Despite curative hepatectomy, most colorectal liver metastasis (CRLM) patients relapse locally within 2 years. Genomic predictors for hepatic recurrence are poorly understood. This study was designed to identify genomic signatures for recurrence in resected CRLM patients treated with adjuvant hepatic artery infusion (HAI) and/or systemic (SYS) chemotherapy. METHODS Patients undergoing curative hepatectomy and adjuvant HAI+SYS or SYS between January 2000 and October 2017 with next-generation sequencing data were catalogued. Gene and signaling-level alterations were checked for association with time to any (AR), liver (LR), and extrahepatic recurrence (ER) by using Kaplan-Meier analysis. RESULTS Of 172 receiving HAI+SYS, 100 patients recurred, with 69 LR and 83 ER. Five- and ten-year LR-free rates were 57% (95% confidence interval [CI] 48-65%) and 51% (95% CI 41-60%), respectively. Five- and 10-year ER-free, rates were 51% (95% CI 43-58%) and 45% (95% CI 36-54%), respectively. More ER was observed with tumors harboring altered KRAS (38% [95% CI 25-50%] vs. 63% [95% CI 53-71%], p-adj = 0.003) and RAS/RAF (36% [95% CI 25-48%] vs. 66% [95% CI 56-74%], p-adj < 0.001) than wild-type. Co-altered RAS/RAF-TP53 was associated with worse AR (26% [95% CI 14-40%] vs. 48% [95% CI 39-57%], p-unadj < 0.001), ER (30% [95% CI 17-45%] vs. 62% [95% CI 53-70%], p-unadj < 0.001), and LR rate (40% [95% CI 24-57%] vs. 70% [95% CI 60-77%], p-unadj = 0.002). On multivariable analysis, controlling for clinical risk score, ablation, margin status, and primary T-stage, co-altered RAS/RAF-TP53 was associated with increased risk for AR (HR = 2.14, 95% CI 1.38-3.31, p-unadj < 0.001), LR (HR = 1.79, 95% CI 1.06-3.02, p-unadj = 0.029), and ER (HR = 2.81, 95% CI 1.78-4.44, p-unadj < 0.001). CONCLUSIONS Altered KRAS, RAS/RAF, and RAS/RAF-TP53 associated with earlier local and distant recurrence in resected CRLM patients receiving adjuvant HAI+SYS. Co-altered RAS/RAF-TP53 was a novel predictor of LR warranting investigation of whether genomic cooperativity is associated with this relapsing phenotype. Systemic therapies tailored to high-risk tumor biology are needed to reduce distant relapse after hepatectomy.
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Affiliation(s)
- Raja R Narayan
- Hepatopancreatobiliary Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Surgery, Stanford University School of Medicine, Stanford, CA, USA
| | - Jashodeep Datta
- Department of Surgery, Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Debra A Goldman
- Department of Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Victoria G Aveson
- Hepatopancreatobiliary Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Henry S Walch
- Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Francisco Sanchez-Vega
- Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Mithat Gönen
- Department of Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Vinod P Balachandran
- Hepatopancreatobiliary Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Jeffrey A Drebin
- Hepatopancreatobiliary Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - William R Jarnagin
- Hepatopancreatobiliary Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - T Peter Kingham
- Hepatopancreatobiliary Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Alice C Wei
- Hepatopancreatobiliary Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Nikolaus Schultz
- Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Nancy E Kemeny
- Gastrointestinal Oncology, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Michael I D'Angelica
- Hepatopancreatobiliary Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
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10
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Newhook TE, Vauthey JN. Colorectal liver metastases: state-of-the-art management and surgical approaches. Langenbecks Arch Surg 2022; 407:1765-1778. [DOI: 10.1007/s00423-022-02496-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Accepted: 03/10/2022] [Indexed: 02/06/2023]
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11
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Effect of Co-mutation of RAS and TP53 on Postoperative ctDNA Detection and Early Recurrence after Hepatectomy for Colorectal Liver Metastases. J Am Coll Surg 2022; 234:474-483. [PMID: 35290266 DOI: 10.1097/xcs.0000000000000093] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
BACKGROUND Circulating tumor DNA (ctDNA) is a promising biomarker for patients undergoing hepatectomy for colorectal liver metastases (CLM). We hypothesized that post-hepatectomy ctDNA detection would identify patients at highest risk for early recurrence of CLM. STUDY DESIGN Patients with CLM who underwent curative-intent hepatectomy with ctDNA analysis within 180 days postoperatively (1/2013 and 6/2020) were included. Tissue somatic mutations and ctDNA analyses were performed by next-generation sequencing panels. Survival analyses determined factors associated with clinical recurrence 1 year or earlier after hepatectomy. Patients with primary tumors in situ and without 1-year follow-up were excluded. Median follow-up was 28.3 months. RESULTS Of 105 patients, 32 (30%) were ctDNA positive (ctDNA+) after curative-intent hepatectomy. Compared with ctDNA-negative patients, ctDNA+ patients had multiple CLM (84% vs 55%, p = 0.002) and co-mutated RAS/TP53 (47% vs 23%, p = 0.018). Multiple CLM (odds ration (OR), 5.43; p = 0.005) and co-mutated RAS/TP53 (OR, 3.30; p = 0.019) were independently associated with post-hepatectomy ctDNA. Although perioperative carcinoembryonic antigen levels were not prognostic, postoperative ctDNA+ (hazard ratio (HR), 2.04; p = 0.011) and extrahepatic disease (HR, 2.45, p = 0.004) were independently associated with worse recurrence-free survival. After adjusting for extrahepatic disease, preoperative chemotherapy, multiple CLM, tumor viability of 50% or greater, and co-mutated RAS/TP53, ctDNA+ within 180 days was the only independent risk factor for recurrence 1 year or earlier after hepatectomy (94% vs 49%; HR, 11.8; p = 0.003). CONCLUSION Postoperative ctDNA detection is associated with early recurrence 1 year or earlier after curative-intent hepatectomy for CLM, and RAS/TP53 co-mutations result in a more than 3-fold increased risk for postoperative ctDNA positivity. This highlights the complementary effect of tumor tissue and circulating mutational profiling for patients with CLM.
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12
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Narayan RR, Aveson VG, Chou JF, Walch HS, Sanchez‐Vega F, Santos Fernandes GD, Balachandran VP, D'Angelica MI, Drebin JA, Jarnagin WR, Wei AC, Cercek A, Gönen M, Schultz N, Kingham TP. Association of genomic profiles and survival in early onset and screening‐age colorectal cancer patients with liver metastases resected over 15 years. J Surg Oncol 2022; 125:880-888. [PMID: 35066881 PMCID: PMC8917995 DOI: 10.1002/jso.26797] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2021] [Accepted: 01/08/2022] [Indexed: 11/05/2022]
Abstract
BACKGROUND This study explores whether genomic profiles of colorectal liver metastasis (CRLM) patients with early onset (EO, < 50 years old) and screening age (SA) primary diagnosis are associated with overall survival (OS). METHODS All patients undergoing hepatectomy between 2002 and 2017 were identified and tumor specimens with next-generation sequencing data were cataloged. Gene and signaling-level alterations were checked for association with OS from primary diagnosis accommodating for left-truncated survival. RESULTS Of 1822 patients, 333 were sequenced-127 (38%) EO-CRLM and 206 (62%) SA-CRLM patients. More aggressive features presented in EO-CRLM patients-synchronous metastatic presentation (83% vs. 75%, p < 0.001) and primary node-positive disease (71% vs. 61%, p < 0.001). The median OS from primary diagnosis was 11.8 years (95% confidence interval = 7.94-NA). Five-year OS did not differ by age (p = 0.702). On multivariable analysis, altered APC (EO-CRLM: [hazard ratio [HR] = 0.37, p = 0.018] vs. SA-CRLM:[HR = 0.61, p = 0.260]), BRAF (EO-CRLM:[HR = 4.38, p = 0.007] vs. SA-CRLM:[HR = 4.78, p = 0.032]), and RAS-TP53 (EO-CRLM:[HR = 2.82, p = 0.011] vs. SA-CRLM:[HR = 2.35, p = 0.003]) associated with OS. CONCLUSIONS Despite bearing more aggressive features, EO-CRLM patients had similar genomic profiles and survival as SA-CRLM patients. Better performance status in younger patients leading to increased treatment tolerance may partly explain this. As screening and treatment strategies from older patients are applied to younger patients, genomic predictors of biology identified historically in older cohorts could apply to EO patients.
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Affiliation(s)
- Raja R. Narayan
- Department of Surgery, Hepatopancreatobiliary Service Memorial Sloan‐Kettering Cancer Center New York New York USA
- Department of Surgery Stanford University School of Medicine Stanford California USA
| | - Victoria G. Aveson
- Department of Surgery, Hepatopancreatobiliary Service Memorial Sloan‐Kettering Cancer Center New York New York USA
| | - Joanne F. Chou
- Department of Biostatistics Memorial Sloan‐Kettering Cancer Center New York New York USA
| | - Henry S. Walch
- Department of Epidemiology and Biostatistics, Marie‐Josée and Henry R. Kravis Center for Molecular Oncology Memorial Sloan Kettering Cancer Center New York New York USA
| | - Francisco Sanchez‐Vega
- Department of Epidemiology and Biostatistics, Marie‐Josée and Henry R. Kravis Center for Molecular Oncology Memorial Sloan Kettering Cancer Center New York New York USA
| | - Gustavo Dos Santos Fernandes
- Department of Medicine, Gastrointestinal Oncology Service Memorial Sloan‐Kettering Cancer Center New York New York USA
| | - Vinod P. Balachandran
- Department of Surgery, Hepatopancreatobiliary Service Memorial Sloan‐Kettering Cancer Center New York New York USA
| | - Michael I. D'Angelica
- Department of Surgery, Hepatopancreatobiliary Service Memorial Sloan‐Kettering Cancer Center New York New York USA
| | - Jeffrey A. Drebin
- Department of Surgery, Hepatopancreatobiliary Service Memorial Sloan‐Kettering Cancer Center New York New York USA
| | - William R. Jarnagin
- Department of Surgery, Hepatopancreatobiliary Service Memorial Sloan‐Kettering Cancer Center New York New York USA
| | - Alice C. Wei
- Department of Surgery, Hepatopancreatobiliary Service Memorial Sloan‐Kettering Cancer Center New York New York USA
| | - Andrea Cercek
- Department of Medicine, Gastrointestinal Oncology Service Memorial Sloan‐Kettering Cancer Center New York New York USA
| | - Mithat Gönen
- Department of Biostatistics Memorial Sloan‐Kettering Cancer Center New York New York USA
| | - Nikolaus Schultz
- Department of Epidemiology and Biostatistics, Marie‐Josée and Henry R. Kravis Center for Molecular Oncology Memorial Sloan Kettering Cancer Center New York New York USA
| | - T. Peter Kingham
- Department of Surgery, Hepatopancreatobiliary Service Memorial Sloan‐Kettering Cancer Center New York New York USA
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13
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Callesen LB, Takacova T, Hamfjord J, Würschmidt F, Oldhafer KJ, Brüning R, Arnold D, Spindler KLG. Circulating DNA in patients undergoing loco-regional treatment of colorectal cancer metastases: a systematic review and meta-analysis. Ther Adv Med Oncol 2022; 14:17588359221133171. [PMID: 36339929 PMCID: PMC9634210 DOI: 10.1177/17588359221133171] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Accepted: 09/29/2022] [Indexed: 11/05/2022] Open
Abstract
Background Loco-regional treatment strategies of colorectal cancer (CRC) metastases are evolving, but biological markers that can benefit patients and assist physicians in clinical decisions are lacking. The primary objective of this systematic review and meta-analysis is to investigate the current knowledge on circulating DNA and its clinical utility in predicting outcomes in patients undergoing loco-regional treatment of CRC metastases. Methods A systematic search of PubMed, Embase, and Cochrane Central Register of Controlled Trials was conducted on March 22, 2022. We included studies on patients undergoing loco-regional treatment of CRC metastases reporting the predictive or prognostic value of circulating DNA in the blood. Hazard ratios (HR) were pooled in separate random-effects meta-analyses to investigate if pre- or post-ablation measurements of circulating DNA were associated with survival. The risk of bias was assessed according to the Quality in Prognosis Studies tool. Results Twenty-eight studies with 2868 patients were included, of which 16 studies were eligible for meta-analyses. As expected in this new research field, a majority of included studies (n = 21/28) had a high risk of bias in at least one domain. Circulating DNA above the cutoff in a plasma sample taken before loco-regional treatment was associated with a short recurrence-free survival [pooled HR = 2.8, 95% confidence interval (CI) 1.4-5.7, n = 162] and overall survival (pooled HR = 4.7, 95% CI 1.1-20.6, n = 105). Circulating DNA above the cutoff in a plasma sample taken after loco-regional treatment was associated with a short recurrence-free survival (pooled HR = 4.5, 95% CI 3.4-6.1, n = 569) and overall survival (pooled HR = 7.5, 95% CI 2.0-27.3, n = 161). There was limited data on the association between dynamics in circulating DNA and outcome. Conclusions Measurements of circulating DNA can be valuable when selecting and monitoring patients undergoing loco-regional treatment of CRC metastases. Studies designed to investigate the true clinical utility of circulating DNA in the context of various ablation modalities are warranted.The review has been registered at PROSPERO (ID: CRD42022320032).
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Affiliation(s)
| | - Tana Takacova
- Asklepios Tumorzentrum Hamburg, Hamburg,
Germany
- Department of Oncology and Palliative Care with
Sections Hematology and Rheumatology, AK Altona, Hamburg, Germany
| | - Julian Hamfjord
- Department of Oncology, Oslo University
Hospital, Oslo, Norway
- Department of Cancer Genetics, Institute for
Cancer Research, Oslo University Hospital, Oslo, Norway
- Institute of Clinical Medicine, Faculty of
Medicine, University of Oslo, Oslo, Norway
| | | | - Karl J. Oldhafer
- Asklepios Tumorzentrum Hamburg, Hamburg,
Germany
- Department of Surgery, Division of
Hepato-biliary and Pancreatic (HBP) Surgery, AK Barmbek, Hamburg,
Germany
- Faculty of Medicine, Semmelweis University
Budapest, Asklepios Campus Hamburg, Hamburg, Germany
| | - Roland Brüning
- Asklepios Tumorzentrum Hamburg, Hamburg,
Germany
- Department of Radiology and Neuroradiology, AK
Barmbek, Hamburg, Germany
| | - Dirk Arnold
- Asklepios Tumorzentrum Hamburg, Hamburg,
Germany
- Department of Oncology and Palliative Care
with Sections Hematology and Rheumatology, AK Altona, Hamburg, Germany
| | - Karen-Lise G. Spindler
- Department of Experimental Clinical Oncology,
Aarhus University Hospital, Aarhus, Denmark
- Institute of Clinical Medicine, Aarhus
University, Aarhus Denmark
- Asklepios Tumorzentrum Hamburg, Hamburg,
Germany
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14
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Benhaim L, Bouché O, Normand C, Didelot A, Mulot C, Le Corre D, Garrigou S, Djadi-Prat J, Wang-Renault SF, Perez-Toralla K, Pekin D, Poulet G, Landi B, Taieb J, Selvy M, Emile JF, Lecomte T, Blons H, Chatellier G, Link DR, Taly V, Laurent-Puig P. Circulating tumor DNA is a prognostic marker of tumor recurrence in stage II and III colorectal cancer: multicentric, prospective cohort study (ALGECOLS). Eur J Cancer 2021; 159:24-33. [PMID: 34731746 DOI: 10.1016/j.ejca.2021.09.004] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2021] [Revised: 08/21/2021] [Accepted: 09/02/2021] [Indexed: 12/13/2022]
Abstract
BACKGROUND In non-metastatic colorectal cancer (CRC), we evaluated prospectively the pertinence of longitudinal detection and quantification of circulating tumor DNA (ctDNA) as a prognostic marker of recurrence. METHOD The presence of ctDNA was assessed from plasma collected before and after surgery for 184 patients classified as stage II or III and at each visit during 3-4 years of follow-up. The ctDNA analysis was performed by droplet-based digital polymerase chain reaction, targeting mutation and methylation markers, blindly from the clinical outcomes. Multivariate analyses were adjusted on age, gender, stage, and adjuvant chemotherapy. RESULTS Before surgery, 27.5% of patients were positive for ctDNA detection. The rate of recurrence was 32.7% and 11.6% in patients with or without detectable ctDNA respectively (P = 0.001). Time to recurrence (TTR) was significantly shorter in patients with detectable ctDNA before (adjusted hazard ratio [HR] = 3.58, 95% confidence interval [CI] 1.71-7.47) or immediately after surgery (adjusted HR = 3.22, 95% CI 1.32-7.89). The TTR was significantly shorter in patients with detectable ctDNA during the early postoperative follow-up (1-6 months) (adjusted HR = 5, 95% CI 1.9-12.9). Beyond this period, ctDNA remained a prognostic marker with a median anticipated diagnosis of recurrence of 13.1 weeks (interquartile range 28 weeks) when compared to imaging follow-up. The rate of ctDNA+ might be underestimated knowing that consensus pre-analytical conditions were not described at initiation of the study. CONCLUSION This prospective study confirms the relevance of ctDNA as a recurrence risk factor in stage II and III CRC before surgery and as a marker of minimal residual disease after surgery that may predict recurrence several months before imaging techniques.
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Affiliation(s)
- Leonor Benhaim
- Centre de Recherche des Cordeliers, INSERM, Sorbonne Université, Université de Paris, Equipe Labellisée Ligue Nationale Contre le Cancer, CNRS SNC 5096, 15 Rue de L'école de Médecine, 75006 Paris, France; Department of Visceral and Surgical Oncology, Gustave Roussy, Villejuif, France,114 Rue Edouard-Vaillant, 94805 Villejuif, France
| | - Olivier Bouché
- Department of Hepatogastroenterology and Digestive Oncology, CHU Reims, 45 Rue Cognacq-Jay, 51092 Reims Cedex, France
| | - Corinne Normand
- Centre de Recherche des Cordeliers, INSERM, Sorbonne Université, Université de Paris, Equipe Labellisée Ligue Nationale Contre le Cancer, CNRS SNC 5096, 15 Rue de L'école de Médecine, 75006 Paris, France
| | - Audrey Didelot
- Centre de Recherche des Cordeliers, INSERM, Sorbonne Université, Université de Paris, Equipe Labellisée Ligue Nationale Contre le Cancer, CNRS SNC 5096, 15 Rue de L'école de Médecine, 75006 Paris, France
| | - Claire Mulot
- Centre de Recherche des Cordeliers, INSERM, Sorbonne Université, Université de Paris, Equipe Labellisée Ligue Nationale Contre le Cancer, CNRS SNC 5096, 15 Rue de L'école de Médecine, 75006 Paris, France; CRB Saints-Pères - EPIGENETEC BB-0033-00055, 45 Rue des Saints Pères, 75006 Paris, France
| | - Delphine Le Corre
- Centre de Recherche des Cordeliers, INSERM, Sorbonne Université, Université de Paris, Equipe Labellisée Ligue Nationale Contre le Cancer, CNRS SNC 5096, 15 Rue de L'école de Médecine, 75006 Paris, France
| | - Sonia Garrigou
- Centre de Recherche des Cordeliers, INSERM, Sorbonne Université, Université de Paris, Equipe Labellisée Ligue Nationale Contre le Cancer, CNRS SNC 5096, 15 Rue de L'école de Médecine, 75006 Paris, France
| | - Juliette Djadi-Prat
- Assistance Publique- Hopitaux de Paris, CIC-EC4 URC, Hopital Universitaire Européen Georges-Pompidou - APHP, 20 R Leblanc, 75015 Paris, France
| | - Shu-Fang Wang-Renault
- Centre de Recherche des Cordeliers, INSERM, Sorbonne Université, Université de Paris, Equipe Labellisée Ligue Nationale Contre le Cancer, CNRS SNC 5096, 15 Rue de L'école de Médecine, 75006 Paris, France
| | - Karla Perez-Toralla
- Centre de Recherche des Cordeliers, INSERM, Sorbonne Université, Université de Paris, Equipe Labellisée Ligue Nationale Contre le Cancer, CNRS SNC 5096, 15 Rue de L'école de Médecine, 75006 Paris, France
| | - Deniz Pekin
- Centre de Recherche des Cordeliers, INSERM, Sorbonne Université, Université de Paris, Equipe Labellisée Ligue Nationale Contre le Cancer, CNRS SNC 5096, 15 Rue de L'école de Médecine, 75006 Paris, France
| | - Geoffroy Poulet
- Centre de Recherche des Cordeliers, INSERM, Sorbonne Université, Université de Paris, Equipe Labellisée Ligue Nationale Contre le Cancer, CNRS SNC 5096, 15 Rue de L'école de Médecine, 75006 Paris, France; Eurofin-Biomnis, 17/19 Avenue Tony Garnier, 69007, Lyon, France
| | - Bruno Landi
- Assistance Publique- Hopitaux de Paris, Department of Oncology, Hopital Universitaire Européen Georges-Pompidou - APHP; Paris Descartes University, 20 R Leblanc, 75015 Paris, France
| | - Julien Taieb
- Centre de Recherche des Cordeliers, INSERM, Sorbonne Université, Université de Paris, Equipe Labellisée Ligue Nationale Contre le Cancer, CNRS SNC 5096, 15 Rue de L'école de Médecine, 75006 Paris, France; Assistance Publique- Hopitaux de Paris, Department of Oncology, Hopital Universitaire Européen Georges-Pompidou - APHP; Paris Descartes University, 20 R Leblanc, 75015 Paris, France
| | - Marie Selvy
- CHU Clermont Ferrand, 58 Rue Montalembert, 63003 Clermont-Ferrand Cedex 1, France
| | - Jean-Francois Emile
- Assistance Publique- Hopitaux de Paris Department of Pathology, Ambroise-Paré Hospital, Université de Versailles Saint-Quentin-en-Yvelines, 7 Rue Du Parchamp 92100 Boulogne-Billancourt, France
| | - Thierry Lecomte
- Department of Hepatogastroenterology, Tours University Regional Hospital, 49 Bd Béranger, 37044 Tours Cedex 9, France
| | - Helene Blons
- Centre de Recherche des Cordeliers, INSERM, Sorbonne Université, Université de Paris, Equipe Labellisée Ligue Nationale Contre le Cancer, CNRS SNC 5096, 15 Rue de L'école de Médecine, 75006 Paris, France; Institut Du Cancer PARIS CARPEM, AP-HP, Department of Biology, Hopital Européen Georges-Pompidou, 20 R Leblanc, 75015 Paris, France
| | - Gilles Chatellier
- Assistance Publique- Hopitaux de Paris, CIC-EC4 URC, Hopital Universitaire Européen Georges-Pompidou - APHP, 20 R Leblanc, 75015 Paris, France
| | - Darren R Link
- Bio-Rad Laboratories, Inc., 5731 W Las Positas Blvd, Pleasanton, CA, 94588, United States
| | - Valerie Taly
- Centre de Recherche des Cordeliers, INSERM, Sorbonne Université, Université de Paris, Equipe Labellisée Ligue Nationale Contre le Cancer, CNRS SNC 5096, 15 Rue de L'école de Médecine, 75006 Paris, France.
| | - Pierre Laurent-Puig
- Centre de Recherche des Cordeliers, INSERM, Sorbonne Université, Université de Paris, Equipe Labellisée Ligue Nationale Contre le Cancer, CNRS SNC 5096, 15 Rue de L'école de Médecine, 75006 Paris, France; Institut Du Cancer PARIS CARPEM, AP-HP, Department of Biology, Hopital Européen Georges-Pompidou, 20 R Leblanc, 75015 Paris, France.
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15
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Franceschini D, Teriaca MA, Dominici L, Franzese C, Scorsetti M. Knowing When to Use Stereotactic Ablative Radiation Therapy in Oligometastatic Cancer. Cancer Manag Res 2021; 13:7009-7031. [PMID: 34522143 PMCID: PMC8434826 DOI: 10.2147/cmar.s294116] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2021] [Accepted: 08/28/2021] [Indexed: 11/23/2022] Open
Abstract
Oligometastatic patients are a heterogeneous and yet not well-defined population. The actual definition identifies as oligometastatic, patients with 1-5 metastases in 1-3 different organs. However, only a proportion of these patients are "true" oligometastatic and therefore derive some kinds of benefit from local ablative approaches like stereotactic ablative radiation therapy (SABR). Since SABR is an easily accessible, effective and well-tolerated treatment, it is widely employed in the oligometastatic scenarios, without a particular focus on selection criteria. However, it should be crucial to identify predictive and prognostic features that could be clinically implemented. Therefore, we conducted this narrative review of the available literature to summarize all clinical, radiomic, genetic and epigenetic features found to be predictive of overall survival, progression-free survival or local control of oligometastatic patients treated with SABR.
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Affiliation(s)
- Davide Franceschini
- Department of Radiotherapy and Radiosurgery, IRCCS Humanitas Research Hospital, Milan, Italy
| | - Maria Ausilia Teriaca
- Department of Radiotherapy and Radiosurgery, IRCCS Humanitas Research Hospital, Milan, Italy
| | - Luca Dominici
- Department of Radiotherapy and Radiosurgery, IRCCS Humanitas Research Hospital, Milan, Italy
| | - Ciro Franzese
- Department of Radiotherapy and Radiosurgery, IRCCS Humanitas Research Hospital, Milan, Italy.,Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Marta Scorsetti
- Department of Radiotherapy and Radiosurgery, IRCCS Humanitas Research Hospital, Milan, Italy.,Department of Biomedical Sciences, Humanitas University, Milan, Italy
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16
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Clinical Applications of Minimal Residual Disease Assessments by Tumor-Informed and Tumor-Uninformed Circulating Tumor DNA in Colorectal Cancer. Cancers (Basel) 2021; 13:cancers13184547. [PMID: 34572774 PMCID: PMC8471730 DOI: 10.3390/cancers13184547] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2021] [Revised: 09/08/2021] [Accepted: 09/08/2021] [Indexed: 12/20/2022] Open
Abstract
Simple Summary Circulating tumor DNA, or ctDNA, are fragments of tumor DNA that can be detected in the blood of patients with colorectal cancer. Measuring ctDNA levels in the blood has shown the potential to provide important information that can be helpful in the clinical care of patients with colorectal cancer. For example, in patients with colon cancer that has been removed by surgery, measuring ctDNA in the blood can predict the likelihood of cancer recurrence, while in those with metastatic colorectal cancer, measuring ctDNA can inform the clinician whether chemotherapy is effective at earlier timepoints than currently available tests. In this review, we discuss the results from ongoing studies describing the utility of ctDNA measurements across all stages of colorectal cancer. We also discuss the various clinical scenarios that ctDNA may have the most immediate impact in colorectal cancer management. Abstract Emerging data suggest that circulating tumor DNA (ctDNA) can detect colorectal cancer (CRC)-specific signals across both non-metastatic and metastatic settings. With the development of multiple platforms, including tumor-informed and tumor-agnostic ctDNA assays and demonstration of their provocative analytic performance to detect minimal residual disease, there are now ongoing, phase III randomized clinical trials to evaluate their role in the management paradigm of CRC. In this review, we highlight landmark studies that have formed the basis for ongoing studies on the clinically applicability of plasma ctDNA assays in resected, stage I–III CRC and metastatic CRC. We discuss clinical settings by which ctDNA may have the most immediate impact in routine clinical practice. These include the potential for ctDNA to (1) guide surveillance and intensification or de-intensification strategies of adjuvant therapy in resected, stage I–III CRC, (2) predict treatment response to neoadjuvant therapy in locally advanced rectal cancer inclusive of total neoadjuvant therapy (TNT), and (3) predict response to systemic and surgical therapies in metastatic disease. We end by considering clinical variables that can influence our ability to reliably interpret ctDNA dynamics in the clinic.
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Bolhuis K, van 't Erve I, Mijnals C, Delis-Van Diemen PM, Huiskens J, Komurcu A, Lopez-Yurda M, van den Broek D, Swijnenburg RJ, Meijer GA, Punt CJA, Fijneman RJA. Postoperative circulating tumour DNA is associated with pathologic response and recurrence-free survival after resection of colorectal cancer liver metastases. EBioMedicine 2021; 70:103498. [PMID: 34333237 PMCID: PMC8340125 DOI: 10.1016/j.ebiom.2021.103498] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2021] [Revised: 07/07/2021] [Accepted: 07/07/2021] [Indexed: 12/12/2022] Open
Abstract
Background Recurrence rates after resection of colorectal cancer liver metastases (CRLM) are high and correlate with worse survival. Postoperative circulating tumour DNA (ctDNA) is a promising prognostic biomarker. Focusing on patients with resected CRLM, this study aimed to evaluate the association between the detection of postoperative ctDNA, pathologic response and recurrence-free survival (RFS). Methods Twenty-three patients were selected from an ongoing phase-3 trial who underwent resection of RAS-mutant CRLM after induction systemic treatment. CtDNA analysis was performed by droplet digital PCR using blood samples collected at baseline, before and after resection. Pathologic response of CRLM was determined via the Tumour Regression Grading system. Findings With a median follow-up of 19.6 months, the median RFS for patients with detectable (N = 6, [26%]) and undetectable (N = 17, [74%]) postoperative ctDNA was 4.8 versus 12.1 months, respectively. Among 21 patients with available tumour tissue, pathologic response in patients with detectable compared to undetectable postoperative ctDNA was found in one of six (17%) and 15 of 15 (100%) patients, respectively (p < 0.001). In univariable Cox regression analyses both postoperative detectable ctDNA (HR = 3.3, 95%CI = 1.1–9.6, p = 0.03) and pathologic non-response (HR = 4.6, 95%CI = 1.4–15, p = 0.01) were associated with poorer RFS and were strongly correlated (r = 0.88, p < 0.001). After adjusting for clinical characteristics in pairwise multivariable analyses, postoperative ctDNA status remained associated with RFS. Interpretation The detection of postoperative ctDNA after secondary resection of CRLM is a promising prognostic factor for RFS and appeared to be highly correlated with pathologic response.
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Affiliation(s)
- Karen Bolhuis
- Department of Medical Oncology, Amsterdam UMC, Cancer Center Amsterdam, University of Amsterdam, the Netherlands
| | - Iris van 't Erve
- Department of Pathology, The Netherlands Cancer Institute, Plesmanlaan 121, Amsterdam 1066CX, the Netherlands
| | - Clinton Mijnals
- Department of Pathology, Amphia hospital, Breda, the Netherlands
| | - Pien M Delis-Van Diemen
- Department of Pathology, The Netherlands Cancer Institute, Plesmanlaan 121, Amsterdam 1066CX, the Netherlands
| | | | - Aysun Komurcu
- Netherlands Comprehensive Cancer Center, Utrecht, the Netherlands
| | - Marta Lopez-Yurda
- Biometrics Department, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Daan van den Broek
- Department of Clinical Chemistry, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Rutger-Jan Swijnenburg
- Department of Surgery, Amsterdam UMC, Cancer Center Amsterdam, University of Amsterdam, the Netherlands
| | - Gerrit A Meijer
- Department of Pathology, The Netherlands Cancer Institute, Plesmanlaan 121, Amsterdam 1066CX, the Netherlands
| | - Cornelis J A Punt
- Department of Medical Oncology, Amsterdam UMC, Cancer Center Amsterdam, University of Amsterdam, the Netherlands; Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center, Utrecht University, Utrecht, the Netherlands
| | - Remond J A Fijneman
- Department of Pathology, The Netherlands Cancer Institute, Plesmanlaan 121, Amsterdam 1066CX, the Netherlands.
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Wang DS, Yang H, Liu XY, Chen ZG, Wang Y, Fong WP, Hu MT, Zheng YC, Zheng Y, Li BK, Yuan YF, Chen G, Pan ZZ, Song L, Li YH, Xu RH. Dynamic monitoring of circulating tumor DNA to predict prognosis and efficacy of adjuvant chemotherapy after resection of colorectal liver metastases. Am J Cancer Res 2021; 11:7018-7028. [PMID: 34093868 PMCID: PMC8171084 DOI: 10.7150/thno.59644] [Citation(s) in RCA: 43] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2021] [Accepted: 05/01/2021] [Indexed: 12/16/2022] Open
Abstract
Rationale: Hepatectomy and adjuvant chemotherapy after resection of colorectal liver metastases (CRLM) may improve survival, however, patients which may benefit cannot currently be identified. Postoperative circulating tumor DNA (ctDNA) analysis can detect minimal residual disease (MRD) and predict the prognosis and efficacy of adjuvant chemotherapy. Our study aims to determine the impact of serial ctDNA analysis to predict the outcome among patients undergoing resection of CRLM. Methods: Between May 2018 and October 2019, 91 CRLM patients were prospectively enrolled. Whole exome sequencing was performed in 50 primary and 48 metastatic liver tissues. Targeted sequencing of 451 cancer relevant genes was performed in 50 baseline plasma to determine plasma-tissue concordance. We prospectively investigated changes in the amount and constitution of ctDNA in 271 serial plasma samples taken at different time points (baseline, pre-operation, post-operation, post-operative adjuvant chemotherapy (post-ACT) and recurrence) during the treatment of CRLM. Results: Detected molecular alterations were highly consistent among baseline ctDNA, primary and liver metastases tissue. Patients with a higher variant allele frequency (VAF) level at baseline ctDNA represent a higher tumor burden, and decreased ctDNA during pre-operative chemotherapy predicted better tumor response. Patients with detectable post-operative and post-ACT ctDNA were associated with significantly shorter recurrence-free survival (RFS). ROC analysis showed that post-ACT ctDNA status was superior to post-operative ctDNA status in predicting RFS with an AUROC of 0.79. A significant difference in overall recurrence rate was observed in patients with detectable vs undetectable levels of ctDNA after resection of CRLM (79.4% vs 41.7%) and after completion of adjuvant chemotherapy (77.3% vs 40.7%). During adjuvant chemotherapy, patients with decreased ctDNA VAF after adjuvant chemotherapy had a recurrence rate of 63.6%, compared to 92.3% in patients with increased ctDNA VAF. Conclusions: We envision that dynamic ctDNA analysis, especially in a post-ACT setting, might be used to not only reflect MRD but also to determine rational personalized adjuvant therapy after the resection of CRLM.
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Abstract
Metastatic lesions are largely responsible for cancer-related deaths and are synonymous with a poor prognosis. However, this is not always true for patients with oligometastases whose disease may be amenable to curative-intent local therapies. It has been proposed that an "intermediate state" (oligometastasis) exists in between locoregional and advanced disease states; however, the clinical definition of oligometastasis varies, and there is limited understanding of how tumor biology differs between oligometastases and polymetastases. There is evidence that local therapies can extend survival in patients with oligometastases, yet patient selection for local intervention and/or systemic therapy remains a challenge. Prognostic and predictive biomarkers of oligometastatic disease are strongly needed to identify patient candidates most likely to gain survival benefit from local therapies and to aid in the incorporation of ablative treatments in the context of existing systemic therapies.
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20
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Gambaro K, Marques M, McNamara S, Couetoux du Tertre M, Diaz Z, Hoffert C, Srivastava A, Hébert S, Samson B, Lespérance B, Ko Y, Dalfen R, St‐Hilaire E, Sideris L, Couture F, Burkes R, Harb M, Camlioglu E, Gologan A, Pelsser V, Constantin A, Greenwood CM, Tejpar S, Kavan P, Kleinman CL, Batist G. Copy number and transcriptome alterations associated with metastatic lesion response to treatment in colorectal cancer. Clin Transl Med 2021; 11:e401. [PMID: 33931971 PMCID: PMC8087915 DOI: 10.1002/ctm2.401] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2020] [Revised: 04/09/2021] [Accepted: 04/12/2021] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND Therapeutic resistance is the main cause of death in metastatic colorectal cancer. To investigate genomic plasticity, most specifically of metastatic lesions, associated with response to first-line systemic therapy, we collected longitudinal liver metastatic samples and characterized the copy number aberration (CNA) landscape and its effect on the transcriptome. METHODS Liver metastatic biopsies were collected prior to treatment (pre, n = 97) and when clinical imaging demonstrated therapeutic resistance (post, n = 43). CNAs were inferred from whole exome sequencing and were correlated with both the status of the lesion and overall patient progression-free survival (PFS). We used RNA sequencing data from the same sample set to validate aberrations as well as independent datasets to prioritize candidate genes. RESULTS We identified a significantly increased frequency gain of a unique CN, in liver metastatic lesions after first-line treatment, on chr18p11.32 harboring 10 genes, including TYMS, which has not been reported in primary tumors (GISTIC method and test of equal proportions, FDR-adjusted p = 0.0023). CNA lesion profiles exhibiting different treatment responses were compared and we detected focal genomic divergences in post-treatment resistant lesions but not in responder lesions (two-tailed Fisher's Exact test, unadjusted p ≤ 0.005). The importance of examining metastatic lesions is highlighted by the fact that 15 out of 18 independently validated CNA regions found to be associated with PFS in this study were only identified in the metastatic lesions and not in the primary tumors. CONCLUSION This investigation of genomic-phenotype associations in a large colorectal cancer liver metastases cohort identified novel molecular features associated with treatment response, supporting the clinical importance of collecting metastatic samples in a defined clinical setting.
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Affiliation(s)
- Karen Gambaro
- Canadian National Centres of Excellence—Exactis Innovation5450 Cote‐des‐NeigesMontrealQuebecH3T 1Y6Canada
- McGill University‐Segal Cancer Centre, Jewish General Hospital3755 Côte Ste‐CatherineMontrealQuebecH3T 1E2Canada
| | - Maud Marques
- Canadian National Centres of Excellence—Exactis Innovation5450 Cote‐des‐NeigesMontrealQuebecH3T 1Y6Canada
- McGill University‐Segal Cancer Centre, Jewish General Hospital3755 Côte Ste‐CatherineMontrealQuebecH3T 1E2Canada
| | - Suzan McNamara
- Canadian National Centres of Excellence—Exactis Innovation5450 Cote‐des‐NeigesMontrealQuebecH3T 1Y6Canada
| | | | - Zuanel Diaz
- Canadian National Centres of Excellence—Exactis Innovation5450 Cote‐des‐NeigesMontrealQuebecH3T 1Y6Canada
| | - Cyrla Hoffert
- Canadian National Centres of Excellence—Exactis Innovation5450 Cote‐des‐NeigesMontrealQuebecH3T 1Y6Canada
- McGill University‐Segal Cancer Centre, Jewish General Hospital3755 Côte Ste‐CatherineMontrealQuebecH3T 1E2Canada
| | - Archana Srivastava
- Canadian National Centres of Excellence—Exactis Innovation5450 Cote‐des‐NeigesMontrealQuebecH3T 1Y6Canada
- McGill University‐Segal Cancer Centre, Jewish General Hospital3755 Côte Ste‐CatherineMontrealQuebecH3T 1E2Canada
| | - Steven Hébert
- McGill University‐Segal Cancer Centre, Jewish General Hospital3755 Côte Ste‐CatherineMontrealQuebecH3T 1E2Canada
| | - Benoit Samson
- Charles LeMoyne Hospital3120 Taschereau Blvd.Greenfield ParkQuebecJ4V 2H1Canada
| | | | - Yoo‐Joung Ko
- Sunnybrook Health Science Centre2075 Bayview Ave.TorontoOntarioM4N 3M5Canada
| | - Richard Dalfen
- St. Mary's Hospital3830 LacombeMontrealQuebecH3T 1M5Canada
| | - Eve St‐Hilaire
- Georges Dumont Hospital220 Avenue UniversiteMonctonNew BrunswickE1C 2Z3Canada
| | - Lucas Sideris
- Hôpital Maisonneuve Rosemont5415 Assumption BlvdMontrealQuebecH1T 2M4Canada
| | - Felix Couture
- Hôtel‐Dieu de Quebec11 Cote du PalaisMontrealQuebecG1R 2J6Canada
| | - Ronald Burkes
- Mount Sinai Hospital600 University AvenueTorontoOntarioM5G 1X5Canada
| | - Mohammed Harb
- Moncton Hospital135 Macbeath AveMonctonNew BrunswickE1C 6Z8Canada
| | - Errol Camlioglu
- McGill University‐Segal Cancer Centre, Jewish General Hospital3755 Côte Ste‐CatherineMontrealQuebecH3T 1E2Canada
| | - Adrian Gologan
- McGill University‐Segal Cancer Centre, Jewish General Hospital3755 Côte Ste‐CatherineMontrealQuebecH3T 1E2Canada
| | - Vincent Pelsser
- McGill University‐Segal Cancer Centre, Jewish General Hospital3755 Côte Ste‐CatherineMontrealQuebecH3T 1E2Canada
| | - André Constantin
- McGill University‐Segal Cancer Centre, Jewish General Hospital3755 Côte Ste‐CatherineMontrealQuebecH3T 1E2Canada
| | - Celia M.T. Greenwood
- McGill University‐Segal Cancer Centre, Jewish General Hospital3755 Côte Ste‐CatherineMontrealQuebecH3T 1E2Canada
- Gerald Bronfman Department of OncologyMcGill University3755 Côte Ste‐CatherineMontrealQuebecH3T 1E2Canada
- Department of Epidemiology, Biostatistics and Occupational HealthMcGill University3755 Côte Ste‐CatherineMontrealQuebecH3T 1E2Canada
| | - Sabine Tejpar
- Digestive Oncology UnitKatholieke Universiteit LeuvenOude Markt 13Leuven3000Belgium
| | - Petr Kavan
- McGill University‐Segal Cancer Centre, Jewish General Hospital3755 Côte Ste‐CatherineMontrealQuebecH3T 1E2Canada
| | - Claudia L. Kleinman
- McGill University‐Segal Cancer Centre, Jewish General Hospital3755 Côte Ste‐CatherineMontrealQuebecH3T 1E2Canada
- Department of Human GeneticsLady Davis Research Institute, McGill University3755 Côte Ste‐CatherineMontrealQuebecH3T 1E2Canada
| | - Gerald Batist
- McGill University‐Segal Cancer Centre, Jewish General Hospital3755 Côte Ste‐CatherineMontrealQuebecH3T 1E2Canada
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21
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Jones RP, Pugh SA, Graham J, Primrose JN, Barriuso J. Circulating tumour DNA as a biomarker in resectable and irresectable stage IV colorectal cancer; a systematic review and meta-analysis. Eur J Cancer 2021; 144:368-381. [PMID: 33422803 DOI: 10.1016/j.ejca.2020.11.025] [Citation(s) in RCA: 34] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2020] [Revised: 11/01/2020] [Accepted: 11/15/2020] [Indexed: 12/17/2022]
Abstract
BACKGROUND For patients with metastatic colorectal cancer, stratification for treatment (surgery or chemotherapy) is often based on crude clinicopathological characteristics like tumour size and number of lesions. Circulating tumour DNA (ctDNA) acts as a potential biomarker of disease trajectory and biology, allowing better stratification. This study aims to systematically review ctDNA in stage IV colorectal cancer to assess its potential role as a prospective biomarker to guide management decisions. METHODS A literature search was performed to identify studies where the measurement of ctDNA in stage IV colorectal cancer was correlated with a clinical outcome (radiological response, secondary resection rate, PFS, DFS or OS). RESULTS Twenty-eight studies were included, reporting on 2823 patients. Circulating tumour DNA was detectable in between 80% and 90% of patients prior to treatment. Meta-analysis identified a strong correlation between detectable ctDNA after treatment (surgery or chemotherapy) and overall survival (HR 2.2, 95% CI 1.79-2.69, p < 0.00001), as well as progression-free survival (HR 3.15, 95% CI 2.10-4.73, p < 0.00001). ctDNA consistently offered an early marker of long-term prognosis in irresectable disease, with changes after one cycle of systemic therapy demonstrating prognostic value. In resectable disease treated with curative intent, detection of ctDNA offered a lead time over radiological recurrence of 10 months. CONCLUSION Circulating tumour DNA is detectable in the majority of resectable and irresectable patients. The presence of ctDNA is clearly associated with shorter overall survival, with changes in ctDNA an early biomarker of adverse disease behaviour. Prospective trials are essential to test its clinical efficacy.
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Affiliation(s)
- Robert P Jones
- School of Cancer Studies, Institute of Translational Medicine, University of Liverpool, Liverpool, UK; Department of Hepatobiliary Surgery, Liverpool University Teaching Hospitals NHS Foundation Trust, Liverpool, UK.
| | | | - Janet Graham
- Beatson West of Scotland Cancer Centre, Glasgow, UK; University of Glasgow, UK
| | | | - Jorge Barriuso
- Division of Cancer Sciences, Faculty of Biology, Medicine and Health, University of Manchester, UK; Department of Medical Oncology, The Christie NHS Foundation Trust, Manchester, UK
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22
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Kobayashi S, Nakamura Y, Taniguchi H, Odegaard JI, Nomura S, Kojima M, Sugimoto M, Konishi M, Gotohda N, Takahashi S, Yoshino T. Impact of Preoperative Circulating Tumor DNA Status on Survival Outcomes After Hepatectomy for Resectable Colorectal Liver Metastases. Ann Surg Oncol 2021; 28:4744-4755. [PMID: 33393041 DOI: 10.1245/s10434-020-09449-8] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2020] [Accepted: 11/17/2020] [Indexed: 12/26/2022]
Abstract
BACKGROUND The optimal perioperative management of patients who undergo hepatectomy for resectable colorectal liver metastases (CRLM) remains unclear due to the lack of reliable methods to stratify the risk of recurrence. METHODS A single-center retrospective study was performed to investigate the impact of preoperative circulating tumor DNA (ctDNA) on survival outcomes of patients who underwent initial hepatectomy for solitary resectable CRLM between January 2005 and December 2017 using the comprehensive genotyping platform Guardant360®. RESULTS Of 212 patients who underwent initial hepatectomy for solitary resectable CRLM, 40 patients for whom pre-hepatectomy plasma was available underwent ctDNA analysis. Among them, 32 (80%) had at least 1 somatic alteration in their ctDNA, while the other 8 (20%) had no detectable ctDNA. Among the patients with undetectable ctDNA, only one had recurrence and none died during a median follow-up period of 39.0 months. The recurrence-free survival was significantly shorter in patients who were positive for ctDNA than in those who were negative for ctDNA [median, 12.5 months vs not reached (NR); HR, 7.6; P = 0.02]. The overall survival also tended to be shorter in patients who were positive for ctDNA than those who were negative for ctDNA (median, 78.1 months vs NR; P = 0.14; HR not available). CONCLUSIONS In patients undergoing hepatectomy for solitary resectable CRLM, the absence of detectable preoperative ctDNA identified patients with a high chance for a cure. Risk stratification according to preoperative ctDNA analysis may be an effective tool that can improve the perioperative management of these patients.
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Affiliation(s)
- Shin Kobayashi
- Department of Hepatobiliary and Pancreatic Surgery, National Cancer Center Hospital East, Kashiwa, Japan
| | - Yoshiaki Nakamura
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Chiba, Japan
| | - Hiroya Taniguchi
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Chiba, Japan
| | | | - Shogo Nomura
- Clinical Research Support Office, National Cancer Center Hospital East, Kashiwa, Japan
| | - Motohiro Kojima
- Division of Pathology, Research Center for Innovative Oncology, National Cancer Center Hospital East, Kashiwa, Japan
| | - Motokazu Sugimoto
- Department of Hepatobiliary and Pancreatic Surgery, National Cancer Center Hospital East, Kashiwa, Japan
| | - Masaru Konishi
- Department of Hepatobiliary and Pancreatic Surgery, National Cancer Center Hospital East, Kashiwa, Japan
| | - Naoto Gotohda
- Department of Hepatobiliary and Pancreatic Surgery, National Cancer Center Hospital East, Kashiwa, Japan
| | - Shinichiro Takahashi
- Department of Hepatobiliary and Pancreatic Surgery, National Cancer Center Hospital East, Kashiwa, Japan
| | - Takayuki Yoshino
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Chiba, Japan.
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The prognostic impact of RAS on overall survival following liver resection in early versus late-onset colorectal cancer patients. Br J Cancer 2020; 124:797-804. [PMID: 33208919 PMCID: PMC7884678 DOI: 10.1038/s41416-020-01169-w] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2020] [Revised: 10/22/2020] [Accepted: 10/28/2020] [Indexed: 01/20/2023] Open
Abstract
BACKGROUND The impact of molecular aberrations on survival after resection of colorectal liver metastases (CLM) in patients with early-age-onset (EOCRC) versus late-age-onset colorectal cancer (LOCRC) is unknown. METHODS Patients who underwent liver resection for CLM with known RAS, BRAF and MSI status were retrospectively studied. The prognostic impact of RAS mutations by age was analysed with age as a categorical variable and a continuous variable. RESULTS The study included 573 patients, 192 with EOCRC and 381 with LOCRC. The younger the age of onset of CRC, the greater the negative impact on overall survival of RAS mutations in the LOCRC, EOCRC, and ≤40 years (hazard ratio (HR), 1.64 (95% confidence interval (CI), 1.23-2.20), 2.03 (95% CI, 1.30-3.17), and 2.97 (95% CI, 1.44-6.14), respectively. Age-specific mortality risk and linear regression analysis also demonstrated that RAS mutations had a greater impact on survival in EOCRC than in LOCRC (slope: -4.07, 95% CI -8.10 to 0.04, P = 0.047, R2 = 0.08). CONCLUSION Among patients undergoing CLM resection, RAS mutations have a greater negative influence on survival in patients with EOCRC, more so in patients ≤40 years, than in patients with LOCRC and should be considered as a prognostic factor in multidisciplinary treatment planning.
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Buisman FE, Galjart B, van der Stok EP, Kemeny NE, Balachandran VP, Boerner T, Cercek A, Grünhagen DJ, Jarnagin WR, Kingham TP, Verhoef C, Koerkamp BG, D’Angelica MI. The impact of hepatic arterial infusion pump chemotherapy on hepatic recurrences and survival in patients with resected colorectal liver metastases. HPB (Oxford) 2020; 22:1271-1279. [PMID: 31889627 PMCID: PMC7890567 DOI: 10.1016/j.hpb.2019.11.013] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/20/2019] [Revised: 11/11/2019] [Accepted: 11/24/2019] [Indexed: 12/12/2022]
Abstract
BACKGROUND The objective was to investigate the impact of adjuvant hepatic arterial infusion pump (HAIP) chemotherapy on the rates and patterns of recurrence and survival in patients with resected colorectal liver metastases (CRLM). METHODS Recurrence rates, patterns, and survival were compared between patients treated with and without adjuvant HAIP using competing risk analyses. RESULTS 2128 patients were included, of which 601 patients (28.2%) received adjuvant HAIP and systemic chemotherapy (HAIP + SYS). The overall recurrence rate was similar with HAIP + SYS or SYS (63.5% versus 64.2%,p = 0.74). The 5-year cumulative incidence of initial intrahepatic recurrences was lower with HAIP + SYS (22.9% versus 38.4%,p < 0.001). The 5-year cumulative incidence of initial extrahepatic recurrences was higher with HAIP + SYS (48.5% versus 40.3%,p = 0.005), because patients remained at risk for extrahepatic recurrence in the absence of intrahepatic recurrence, which was largely attributable to more pulmonary recurrences with HAIP + SYS (33.6% versus 23.7%,p < 0.001). HAIP was an independent prognostic factor for DFS (adjusted HR 0.69, 95% CI 0.60-0.79, p < 0.001), and OS (adjusted HR 0.67, 95% CI 0.57-0.78,p < 0.001). CONCLUSION Adjuvant HAIP chemotherapy is associated with lower intrahepatic recurrence rates and better DFS and OS after resection of CRLM.
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Affiliation(s)
- Florian E Buisman
- Department of Surgery, Erasmus MC Cancer Institute, Erasmus University, Dr. Molewaterplein, 40, 3015 GD Rotterdam, Rotterdam, The Netherlands
| | - Boris Galjart
- Department of Surgery, Erasmus MC Cancer Institute, Erasmus University, Dr. Molewaterplein, 40, 3015 GD Rotterdam, Rotterdam, The Netherlands
| | - Eric P van der Stok
- Department of Surgery, Erasmus MC Cancer Institute, Erasmus University, Dr. Molewaterplein, 40, 3015 GD Rotterdam, Rotterdam, The Netherlands
| | - Nancy E Kemeny
- Department Medical Oncology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, 10065 NY, New York, United States
| | - Vinod P Balachandran
- Department of Surgery, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, 10065 NY, New York, United States
| | - Thomas Boerner
- Department of Surgery, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, 10065 NY, New York, United States
| | - Andrea Cercek
- Department Medical Oncology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, 10065 NY, New York, United States
| | - Dirk J Grünhagen
- Department of Surgery, Erasmus MC Cancer Institute, Erasmus University, Dr. Molewaterplein, 40, 3015 GD Rotterdam, Rotterdam, The Netherlands
| | - William R Jarnagin
- Department of Surgery, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, 10065 NY, New York, United States
| | - T Peter Kingham
- Department of Surgery, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, 10065 NY, New York, United States
| | - Cornelis Verhoef
- Department of Surgery, Erasmus MC Cancer Institute, Erasmus University, Dr. Molewaterplein, 40, 3015 GD Rotterdam, Rotterdam, The Netherlands
| | - Bas Groot Koerkamp
- Department of Surgery, Erasmus MC Cancer Institute, Erasmus University, Dr. Molewaterplein, 40, 3015 GD Rotterdam, Rotterdam, The Netherlands
| | - Michael I D’Angelica
- Department of Surgery, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, 10065 NY, New York, United States
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25
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Bidard FC, Kiavue N, Ychou M, Cabel L, Stern MH, Madic J, Saliou A, Rampanou A, Decraene C, Bouché O, Rivoire M, Ghiringhelli F, Francois E, Guimbaud R, Mineur L, Khemissa-Akouz F, Mazard T, Moussata D, Proudhon C, Pierga JY, Stanbury T, Thézenas S, Mariani P. Circulating Tumor Cells and Circulating Tumor DNA Detection in Potentially Resectable Metastatic Colorectal Cancer: A Prospective Ancillary Study to the Unicancer Prodige-14 Trial. Cells 2019; 8:cells8060516. [PMID: 31142037 PMCID: PMC6627974 DOI: 10.3390/cells8060516] [Citation(s) in RCA: 73] [Impact Index Per Article: 14.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2019] [Revised: 05/19/2019] [Accepted: 05/20/2019] [Indexed: 01/06/2023] Open
Abstract
The management of patients with colorectal cancer (CRC) and potentially resectable liver metastases (LM) requires quick assessment of mutational status and of response to pre-operative systemic therapy. In a prospective phase II trial (NCT01442935), we investigated the clinical validity of circulating tumor cell (CTC) and circulating tumor DNA (ctDNA) detection. CRC patients with potentially resectable LM were treated with first-line triplet or doublet chemotherapy combined with targeted therapy. CTC (Cellsearch®) and Kirsten RAt Sarcoma (KRAS) ctDNA (droplet digital polymerase chain reaction (PCR)) levels were assessed at inclusion, after 4 weeks of therapy and before LM surgery. 153 patients were enrolled. The proportion of patients with high CTC counts (≥3 CTC/7.5mL) decreased during therapy: 19% (25/132) at baseline, 3% (3/108) at week 4 and 0/57 before surgery. ctDNA detection sensitivity at baseline was 91% (N=42/46) and also decreased during treatment. Interestingly, persistently detectable KRAS ctDNA (p=0.01) at 4 weeks was associated with a lower R0/R1 LM resection rate. Among patients who had a R0/R1 LM resection, those with detectable ctDNA levels before liver surgery had a shorter overall survival (p<0.001). In CRC patients with limited metastatic spread, ctDNA could be used as liquid biopsy tool. Therefore, ctDNA detection could help to select patients eligible for LM resection.
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Affiliation(s)
- François-Clément Bidard
- Department of Medical Oncology, Institut Curie, PSL Research University, 75005 Paris, France.
- Circulating Tumor Biomarkers Laboratory, Institut Curie, PSL Research University, 75005 Paris, France.
- UVSQ, Paris Saclay University, 92210 Saint Cloud, France.
| | - Nicolas Kiavue
- Department of Medical Oncology, Institut Curie, PSL Research University, 75005 Paris, France.
| | - Marc Ychou
- Department of Digestive Oncology, ICM Regional Cancer Institute of Montpellier, 34298 Montpellier, France.
- Department of Oncology, Montpellier University, 34000 Montpellier, France.
| | - Luc Cabel
- Department of Medical Oncology, Institut Curie, PSL Research University, 75005 Paris, France.
- Circulating Tumor Biomarkers Laboratory, Institut Curie, PSL Research University, 75005 Paris, France.
- UVSQ, Paris Saclay University, 92210 Saint Cloud, France.
| | - Marc-Henri Stern
- INSERM U830, Institut Curie, PSL Research University, 75005 Paris, France.
| | - Jordan Madic
- Circulating Tumor Biomarkers Laboratory, Institut Curie, PSL Research University, 75005 Paris, France.
| | - Adrien Saliou
- Circulating Tumor Biomarkers Laboratory, Institut Curie, PSL Research University, 75005 Paris, France.
| | - Aurore Rampanou
- Circulating Tumor Biomarkers Laboratory, Institut Curie, PSL Research University, 75005 Paris, France.
| | - Charles Decraene
- Circulating Tumor Biomarkers Laboratory, Institut Curie, PSL Research University, 75005 Paris, France.
- CNRS UMR144, Institut Curie, PSL Research University, 75005 Paris, France.
| | - Olivier Bouché
- Department of Medical Oncology, Hôpital Robert Debré, Reims University Hospital, 51100 Reims, France.
| | - Michel Rivoire
- Department of Digestive Oncology, Centre Léon Bérard, 69008 Lyon, France.
| | | | - Eric Francois
- Department of Medical Oncology, Centre Antoine Lacassagne, 06189 Nice, France.
| | - Rosine Guimbaud
- Department of Digestive Oncology, CHU de Toulouse, 31059 Toulouse, France.
| | - Laurent Mineur
- Department of Digestive Oncology, Institut Sainte Catherine, 84000 Avignon, France.
| | | | - Thibault Mazard
- Department of Digestive Oncology, ICM Regional Cancer Institute of Montpellier, 34298 Montpellier, France.
| | - Driffa Moussata
- Department of Gastroenterology, CHRU de Tours, 37044 Tours, France.
| | - Charlotte Proudhon
- Circulating Tumor Biomarkers Laboratory, Institut Curie, PSL Research University, 75005 Paris, France.
| | - Jean-Yves Pierga
- Department of Medical Oncology, Institut Curie, PSL Research University, 75005 Paris, France.
- Circulating Tumor Biomarkers Laboratory, Institut Curie, PSL Research University, 75005 Paris, France.
- Université Paris Descartes, 75270 Paris, France.
| | | | - Simon Thézenas
- Biometrics Unit, ICM Regional Cancer Institute of Montpellier, 34298 Montpellier, France.
| | - Pascale Mariani
- Department of Surgical Oncology, Institut Curie, PSL Research University, 75005 Paris, France.
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Narayan RR, Kingham TP. ASO Author Reflections: Perioperative Genomic Profiles and Prognosis of Peripheral and Perihepatic Circulating Tumor DNA in Patients with Colorectal Liver Metastases. Ann Surg Oncol 2019; 26:583-584. [PMID: 30989499 DOI: 10.1245/s10434-019-07360-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2019] [Indexed: 11/18/2022]
Affiliation(s)
- Raja R Narayan
- Department of Surgery, Hepatopancreatobiliary Service, Memorial Sloan Kettering Cancer Center, New York, NY, USA.,Department of Surgery, Stanford University School of Medicine, Stanford, CA, USA
| | - T Peter Kingham
- Department of Surgery, Hepatopancreatobiliary Service, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
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