1
|
Javed AA, Habib A, Mahmud O, Fatimi AS, Grewal M, Mughal N, He J, Wolfgang CL, Daamen L, Besselink MG. Prognostic factors in localized pancreatic ductal adenocarcinoma after neoadjuvant therapy and resection: a systematic review and meta-analysis. J Natl Cancer Inst 2025; 117:840-867. [PMID: 39563429 DOI: 10.1093/jnci/djae294] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2024] [Revised: 10/29/2024] [Accepted: 11/06/2024] [Indexed: 11/21/2024] Open
Abstract
BACKGROUND Prognostic markers for overall survival in resected pancreatic ductal adenocarcinoma are well established but remain unclear following neoadjuvant therapy. This systematic review and meta-analysis aimed to determine factors associated with overall survival following neoadjuvant therapy in resected pancreatic ductal adenocarcinoma. METHODS The PubMed, Embase, Scopus, Web of Science, and Cochrane CENTRAL databases were systematically searched from January 2010 until May 2024. Studies that reported univariable and multivariable hazard ratios were included if patients underwent neoadjuvant therapy and resection for localized pancreatic ductal adenocarcinoma. Study quality assessment was performed using the Newcastle-Ottawa scale. Meta-analysis was performed using generic inverse-variance random-effects models. RESULTS Among 2208 unique articles identified by the search, 92 were included in the meta-analysis. Of these, 85 were of "good" and 7 of "poor" quality. The neoadjuvant therapy regimen was described in 84 studies of which 62 included patients treated with FOLFIRINOX. Margin status, nodal disease, American Joint Committee on Cancer (AJCC) T-stage, and normalization of cancer antigen 19-9 (CA19-9) after neoadjuvant therapy were prognostic for overall survival, whereas age, sex, perineural invasion, baseline tumor size, and baseline CA19-9 were not. The test for subgroup differences between ypN substages was not statistically significant in the multivariable model. Neoadjuvant FOLFIRINOX was associated with better survival than other regimens. CONCLUSIONS This meta-analysis identified margin status, nodal disease, AJCC T-stage, and normalization of CA19-9 after neoadjuvant therapy as prognostic factors for overall survival in patients with resected localized pancreatic ductal adenocarcinoma following neoadjuvant therapy.
Collapse
Affiliation(s)
- Ammar A Javed
- New York University Langone Health, New York University Grossman School of Medicine, New York City, NY 10016, United States
- Department of Surgery, Amsterdam UMC, University of Amsterdam, Amsterdam 1007 MB, the Netherlands
- Cancer Center Amsterdam, Amsterdam 1007 MB, the Netherlands
| | - Alyssar Habib
- New York University Langone Health, New York University Grossman School of Medicine, New York City, NY 10016, United States
| | - Omar Mahmud
- New York University Langone Health, New York University Grossman School of Medicine, New York City, NY 10016, United States
- Medical College, Aga Khan University, Karachi 74800, Pakistan
| | - Asad Saulat Fatimi
- New York University Langone Health, New York University Grossman School of Medicine, New York City, NY 10016, United States
- Medical College, Aga Khan University, Karachi 74800, Pakistan
| | - Mahip Grewal
- New York University Langone Health, New York University Grossman School of Medicine, New York City, NY 10016, United States
| | - Nabiha Mughal
- New York University Langone Health, New York University Grossman School of Medicine, New York City, NY 10016, United States
| | - Jin He
- Department of Surgery, Johns Hopkins School of Medicine, Baltimore, MD 21205, United States
| | - Christopher L Wolfgang
- New York University Langone Health, New York University Grossman School of Medicine, New York City, NY 10016, United States
| | - Lois Daamen
- Department of Radiation Oncology, University Medical Center Utrecht, Utrecht 3508 GA, the Netherlands
| | - Marc G Besselink
- Department of Surgery, Amsterdam UMC, University of Amsterdam, Amsterdam 1007 MB, the Netherlands
- Cancer Center Amsterdam, Amsterdam 1007 MB, the Netherlands
| |
Collapse
|
2
|
Ahmed KS, Marcinak CT, Issaka SM, Ali MM, Zafar SN. Machine Learning to Predict Early Death Despite Pancreaticoduodenectomy. J Surg Res 2025; 310:186-193. [PMID: 40288090 DOI: 10.1016/j.jss.2025.03.047] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2024] [Revised: 03/17/2025] [Accepted: 03/22/2025] [Indexed: 04/29/2025]
Abstract
INTRODUCTION About 25% of patients undergoing pancreaticoduodenectomy (PD) for right-sided pancreatic ductal adenocarcinoma (PDAC) die within 1 y of diagnosis. These patients carry all the risks of significant morbidity with no survival advantage when compared to nonsurgical options. We aimed to determine if machine learning models have superior accuracy to traditional regression models at predicting futile surgery in patients with PDAC. METHODS We analyzed data from patients in the National Cancer Database undergoing PD for PDAC between 2004 and 2020. PD was defined as futile if the patient died within 12 mo of cancer diagnosis. We trained predictive models using 80% of the dataset and 16 preoperative input variables. Models included logistic regression, multilayer perceptron, decision tree, random forest, and gradient boosting classifiers. Models were tested on a 20% test set using area under the receiver operating characteristic curve and Brier scores. RESULTS Of the 66,331 patients identified, 34,260 (51.7%) were men, with a median age of 67 y (interquartile range, 59 to 74 y). A total of 16,772 (25.3%) patients met the criteria for futile surgery. The gradient boosting model outperformed other models with an area under the receiver operating characteristic curve of 0.689, followed by logistic regression (0.679), random forest (0.675), and decision tree (0.664). Key predictors of futile PD included advanced age (> 79 y), tumor size ≥ 4 cm, and poor differentiation. Neoadjuvant therapy was associated with lower futility risk. CONCLUSIONS We demonstrated the ability of machine learning models to predict the odds of futile PD with moderate accuracy. Although similar analyses are needed on more granular datasets, our study has important implications for shared decision-making and optimized care for patients with PDAC.
Collapse
Affiliation(s)
- Kaleem S Ahmed
- Division of Surgical Oncology, Department of Surgery, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin
| | - Clayton T Marcinak
- Division of Surgical Oncology, Department of Surgery, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin
| | - Sheriff M Issaka
- Division of Surgical Oncology, Department of Surgery, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin
| | - Muhammad Maisam Ali
- Division of Surgical Oncology, Department of Surgery, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin
| | - Syed Nabeel Zafar
- Division of Surgical Oncology, Department of Surgery, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin.
| |
Collapse
|
3
|
Cox M, Vitello D, Chawla A. Translating the multifaceted use of liquid biopsy to management of early disease in pancreatic adenocarcinoma. Front Oncol 2025; 15:1520717. [PMID: 40182037 PMCID: PMC11966063 DOI: 10.3389/fonc.2025.1520717] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2024] [Accepted: 02/25/2025] [Indexed: 04/05/2025] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is a leading cause of cancer-related mortality, primarily due to late stage at diagnosis. This review examines the multifaceted applications of liquid biopsy and circulating tumor DNA (ctDNA) analysis in the diagnosis and management of PDAC. We review the current literature on the technological advancements in liquid biopsy analysis such as next generation sequencing (NGS) and digital droplet PCR (ddPCR) as well as multi-omics technologies, highlighting their potential for accurate molecular subtyping through ctDNA analysis. This review highlights the significant role of ctDNA in the assessment of tumor behavior, disease subtyping, prediction and monitoring of treatment response, and evaluation of minimal residual disease. We discuss the implications of integrating liquid biopsy techniques into clinical practice as well as its challenges and limitations. By drawing insights from recent studies, this review aims to provide a comprehensive overview of how liquid biopsy and ctDNA analysis can enhance early disease management strategies in PDAC. We underscore the need for additional prospective studies and clinical trials to validate its feasibility and accuracy in order to establish clinical utility, with the ultimate goal of routine incorporation into practice to improve patient outcomes and transform the treatment landscape for PDAC.
Collapse
Affiliation(s)
- Madison Cox
- Division of Surgical Oncology, Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
- Northwestern Medicine Cancer Centers, Northwestern Medicine Regional Medical Group, Winfield, IL, United States
| | - Dominic Vitello
- Division of Surgical Oncology, Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
- Northwestern Quality Improvement, Research and Education in Surgery, Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
| | - Akhil Chawla
- Division of Surgical Oncology, Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
- Northwestern Medicine Cancer Centers, Northwestern Medicine Regional Medical Group, Winfield, IL, United States
- Northwestern Quality Improvement, Research and Education in Surgery, Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
- Robert H. Lurie Comprehensive Cancer Center of Northwestern University, Chicago, IL, United States
| |
Collapse
|
4
|
Glueck V, Grimm C, Postl M, Brueffer C, Segui N, Alcaide M, Oton L, Chen Y, Saal LH, Hofstetter G, Polterauer S, Muellauer L. ctDNA as an Objective Marker for Postoperative Residual Disease in Primary Advanced High-Grade Serous Ovarian Cancer. Cancers (Basel) 2025; 17:786. [PMID: 40075633 PMCID: PMC11899276 DOI: 10.3390/cancers17050786] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2024] [Revised: 02/11/2025] [Accepted: 02/19/2025] [Indexed: 03/14/2025] Open
Abstract
BACKGROUND/OBJECTIVES The surgeon's subjective intraoperative evaluation is the standard of care to assess postoperative residual disease (RD) in advanced epithelial ovarian cancer (EOC). We investigated the feasibility of ctDNA as an objective marker for postoperative RD. METHODS This prospective study included 27 patients with advanced ovarian cancer (FIGO IIIA1-IVB) who underwent primary surgery between July 2021 and July 2022. Blood samples were analyzed preoperatively and on days 2 (d2) and 10 (d10) postoperatively. Low-coverage whole genome sequencing (WGS) was used to identify structural variants (SVs) at single-base pair resolution, single nucleotide variants (SNVs), and indels in tumor tissue to develop personalized, tumor-informed digital polymerase chain reaction (dPCR) fingerprint assays for each patient. RESULTS dPCR fingerprint assays were successfully developed for all patients by identifying one to eight SVs/SNVs per patient. ctDNA was detected in 96% (n = 26/27) of patients preoperatively and in 81% (n = 22/27) of patients at d10. Median ctDNA levels at d10 were significantly higher in patients with postoperative RD (median 367.38 copies (cps)/mL, 2.84% variant allele frequency; VAF) than in patients without postoperative RD (median 0.92 cps/mL, 0.017% VAF, p < 0.001). In patients with postoperative RD, ctDNA levels increased from the preoperative stage to d10 in seven out of eight patients (p = 0.016). In patients with complete tumor resection, ctDNA levels decreased from the preoperative stage to d10 in 17/19 patients (p < 0.001). CONCLUSIONS A tumor-informed personalized ctDNA approach demonstrated feasibility, providing extremely high detection rates pre- and postoperatively. These results indicate that this approach could potentially be used for postoperative RD assessment in patients with primary advanced EOC.
Collapse
Affiliation(s)
- Valentina Glueck
- Gynecologic Cancer Unit, Division of General Gynecology and Gynecologic Oncology, Department of Obstetrics and Gynecology, Comprehensive Cancer Center, Medical University of Vienna, 1090 Vienna, Austria; (C.G.); (M.P.); (S.P.)
- Department of Obstetrics and Gynecology, Klinikum Starnberg, 82319 Starnberg, Germany
| | - Christoph Grimm
- Gynecologic Cancer Unit, Division of General Gynecology and Gynecologic Oncology, Department of Obstetrics and Gynecology, Comprehensive Cancer Center, Medical University of Vienna, 1090 Vienna, Austria; (C.G.); (M.P.); (S.P.)
| | - Magdalena Postl
- Gynecologic Cancer Unit, Division of General Gynecology and Gynecologic Oncology, Department of Obstetrics and Gynecology, Comprehensive Cancer Center, Medical University of Vienna, 1090 Vienna, Austria; (C.G.); (M.P.); (S.P.)
| | - Christian Brueffer
- SAGA Diagnostics AB, 223 81 Lund, Sweden; (C.B.); (N.S.); (M.A.); (L.O.); (Y.C.); (L.H.S.)
- Division of Oncology, Lund University Cancer Center, Skåne University Hospital Comprehensive Cancer Center, Lund University, 221 00 Lund, Sweden
| | - Nuria Segui
- SAGA Diagnostics AB, 223 81 Lund, Sweden; (C.B.); (N.S.); (M.A.); (L.O.); (Y.C.); (L.H.S.)
| | - Miguel Alcaide
- SAGA Diagnostics AB, 223 81 Lund, Sweden; (C.B.); (N.S.); (M.A.); (L.O.); (Y.C.); (L.H.S.)
| | - Lucia Oton
- SAGA Diagnostics AB, 223 81 Lund, Sweden; (C.B.); (N.S.); (M.A.); (L.O.); (Y.C.); (L.H.S.)
| | - Yilun Chen
- SAGA Diagnostics AB, 223 81 Lund, Sweden; (C.B.); (N.S.); (M.A.); (L.O.); (Y.C.); (L.H.S.)
| | - Lao H. Saal
- SAGA Diagnostics AB, 223 81 Lund, Sweden; (C.B.); (N.S.); (M.A.); (L.O.); (Y.C.); (L.H.S.)
- Division of Oncology, Lund University Cancer Center, Skåne University Hospital Comprehensive Cancer Center, Lund University, 221 00 Lund, Sweden
| | - Gerda Hofstetter
- Department of Pathology, Medical University of Vienna, 1090 Vienna, Austria; (G.H.); (L.M.)
| | - Stephan Polterauer
- Gynecologic Cancer Unit, Division of General Gynecology and Gynecologic Oncology, Department of Obstetrics and Gynecology, Comprehensive Cancer Center, Medical University of Vienna, 1090 Vienna, Austria; (C.G.); (M.P.); (S.P.)
| | - Leonhard Muellauer
- Department of Pathology, Medical University of Vienna, 1090 Vienna, Austria; (G.H.); (L.M.)
| |
Collapse
|
5
|
Dekker EN, Janssen QP, van Dam JL, Strijk GJ, Verkolf EMM, Kandala S, Dumas J, Fellah A, O'Reilly EM, Besselink MG, van Eijck CHJ, Homs MYV, van Tienhoven GJ, Wilmink JW, Mustafa DAM, Groot Koerkamp B. Blood Sample Collection in Randomized Controlled Trials for Biomarker Discovery and Validation: Experience of the PREOPANC-2 Trial. Ann Surg Oncol 2025:10.1245/s10434-025-16890-0. [PMID: 39907876 DOI: 10.1245/s10434-025-16890-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2024] [Accepted: 01/02/2025] [Indexed: 02/06/2025]
Abstract
BACKGROUND This study aimed to investigate the feasibility and yield of blood sample collection in an investigator-initiated nationwide randomized controlled trial (RCT). METHODS In the PREOPANC-2 trial, 375 patients with (borderline) resectable pancreatic cancer were randomly assigned to two neoadjuvant regiments in 19 centers in the Netherlands (2018-2021). Blood sample collection was scheduled at seven time points before, during, and after treatment. The primary outcome was the proportion of successfully collected blood samples at each scheduled time point. RESULTS Of the 375 randomized patients, 12 were excluded from blood sample collection before any treatment. From the remaining 363 patients, 1513 (87 %) of 1748 blood samples were collected, processed, mailed, and centrally stored. The blood samples were collected before treatment from 347 (96 %) of the 363 patients, after the first neoadjuvant cycle from 322 (94 %) of 343 patients, after neoadjuvant treatment (i.e., before surgery) from 260 (83 %) of 313 patients, and after surgery from 210 (77 %) of 271 patients. During the follow-up visits, blood samples were collected from 147 (82 %) of 179 patients 12 months after randomization and from 83 (77 %) of 108 patients after 24 months. A total of 220 samples (13 %) were missing. The most common causes for missing blood samples were scheduling oversights, unsuccessful blood draw attempts, and mailing failures (151 times, 69 %). Blood sample collection was canceled 69 times (31 %) due to COVID-19. CONCLUSION Blood sample collection in the PREOPANC-2 trial had a yield of 96 % before treatment and an overall yield of 87 %. Collection of blood samples for biomarker studies is feasible in a nationwide RCT.
Collapse
Affiliation(s)
- Esther N Dekker
- Department of Surgery, Erasmus MC Cancer Institute, Rotterdam, The Netherlands
| | - Quisette P Janssen
- Department of Surgery, Erasmus MC Cancer Institute, Rotterdam, The Netherlands
| | - Jacob L van Dam
- Department of Surgery, Erasmus MC Cancer Institute, Rotterdam, The Netherlands
| | - Gaby J Strijk
- Department of Surgery, Erasmus MC Cancer Institute, Rotterdam, The Netherlands
| | - Eva M M Verkolf
- Department of Surgery, Erasmus MC Cancer Institute, Rotterdam, The Netherlands
| | - Sridhar Kandala
- Department of Medical Oncology, Erasmus MC Cancer Institute, Rotterdam, The Netherlands
| | - Jasper Dumas
- Department of Pathology, Tumor Immuno-Pathology Laboratory, Erasmus MC, Rotterdam, The Netherlands
| | - Amine Fellah
- Department of Pathology, Tumor Immuno-Pathology Laboratory, Erasmus MC, Rotterdam, The Netherlands
| | - Eileen M O'Reilly
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Marc G Besselink
- Cancer Center Amsterdam, Amsterdam UMC, Amsterdam, The Netherlands
- Department of Surgery, Amsterdam UMC, Location University of Amsterdam, Amsterdam, The Netherlands
| | | | - Marjolein Y V Homs
- Department of Medical Oncology, Erasmus MC Cancer Institute, Rotterdam, The Netherlands
| | - Geert-Jan van Tienhoven
- Cancer Center Amsterdam, Amsterdam UMC, Amsterdam, The Netherlands
- Department of Radiation Oncology, Amsterdam UMC, Location University of Amsterdam, Amsterdam, The Netherlands
| | - Johanna W Wilmink
- Cancer Center Amsterdam, Amsterdam UMC, Amsterdam, The Netherlands
- Department of Medical Oncology, Amsterdam UMC, Location University of Amsterdam, Amsterdam, The Netherlands
| | - Dana A M Mustafa
- Department of Pathology, Tumor Immuno-Pathology Laboratory, Erasmus MC, Rotterdam, The Netherlands
| | - Bas Groot Koerkamp
- Department of Surgery, Erasmus MC Cancer Institute, Rotterdam, The Netherlands.
| |
Collapse
|
6
|
Chang E, Sherry AD, Liermann J, Abdollahi A, Tzeng CWD, Tang C, Aguilera TA, Koay EJ, Das P, Koong AC, Pant S, Ludmir EB. Evolving Paradigms in the Treatment of Oligometastatic Pancreatic Ductal Adenocarcinoma. J Gastrointest Cancer 2025; 56:47. [PMID: 39827280 DOI: 10.1007/s12029-024-01145-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/10/2024] [Indexed: 01/22/2025]
Abstract
Multiple randomized trials have suggested that the addition of comprehensive metastasis-directed therapy to best systemic therapy improves disease control and survival among patients with oligometastatic disease, even for histologies with a high propensity for rapid spread. Here, we review the growing literature supporting the oligometastatic paradigm in pancreatic ductal adenocarcinoma. We summarize key details from nascent institutional series and reflect on the recently reported phase II randomized EXTEND trial. We discuss various strategies for enhancing the clinical and technical implementation of metastasis-directed therapy in this patient population. Lastly, we highlight multiple ongoing landmark trials seeking to optimize and validate the role of metastasis-directed therapy in oligometastatic pancreatic cancer. Ultimately, these and other continued clinical and translational research efforts will be critical to improve care and outcomes for patients with oligometastatic pancreatic ductal adenocarcinoma.
Collapse
Affiliation(s)
- Enoch Chang
- Department of Radiation Oncology, Division of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Alexander D Sherry
- Department of Radiation Oncology, Division of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jakob Liermann
- Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany
| | - Amir Abdollahi
- Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany
| | - Ching-Wei D Tzeng
- Department of Surgical Oncology, Division of Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Chad Tang
- Department of Genitourinary Radiation Oncology, Division of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Investigational Cancer Therapeutics, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Todd A Aguilera
- Department of Radiation Oncology, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Eugene J Koay
- Department of Gastrointestinal Radiation Oncology, Division of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Prajnan Das
- Department of Gastrointestinal Radiation Oncology, Division of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Albert C Koong
- Department of Gastrointestinal Radiation Oncology, Division of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Shubham Pant
- Department of Gastrointestinal Medical Oncology, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Ethan B Ludmir
- Department of Gastrointestinal Radiation Oncology, Division of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA.
| |
Collapse
|
7
|
Thongyoo P, Chindaprasirt J, Aphivatanasiri C, Intarawichian P, Kunprom W, Kongpetch S, Techasen A, Loilome W, Namwat N, Titapun A, Jusakul A. KRAS Mutations in Cholangiocarcinoma: Prevalence, Prognostic Value, and KRAS G12/G13 Detection in Cell-Free DNA. Cancer Genomics Proteomics 2025; 22:112-126. [PMID: 39730186 PMCID: PMC11696325 DOI: 10.21873/cgp.20492] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2024] [Revised: 09/23/2024] [Accepted: 10/01/2024] [Indexed: 12/29/2024] Open
Abstract
BACKGROUND/AIM Cholangiocarcinoma (CCA) is an aggressive hepatobiliary malignancy characterized by genomic heterogeneity. KRAS mutations play a significant role in influencing patient prognosis and guiding therapeutic decision-making. This study aimed to determine the prevalence and prognostic significance of KRAS mutations in CCA, asses the detection of KRAS G12/G13 mutations in plasma cell-free DNA (cfDNA), and evaluate the prognostic value of KRAS G12/G13 mutant allele frequency (MAF) in cfDNA in relation to clinicopathological data and patient survival. MATERIALS AND METHODS A retrospective analysis of 937 CCA patients was performed using data from cBioPortal to examine KRAS mutation profiles and their association with survival. Plasma from 101 CCA patients was analyzed for KRAS G12/G13 mutations in the cfDNA using droplet digital PCR, and the results were compared with tissue-based sequencing from 78 matched samples. RESULTS KRAS driver mutations were found in 15.6% of patients, with common variants being G12D (37.0%), G12V (24.0%) and Q61H (8.2%). Patients harboring KRAS mutations exhibited decreased overall and recurrence-free survival. KRAS G12/G13 mutations were detected in 14.9% of cfDNA samples, showing moderate concordance with tissue sequencing, and achieving 80% sensitivity and 93% specificity. Elevated KRAS G12/G13 MAF in cfDNA, combined with high CA19-9 levels, correlated with poorer survival outcomes. CONCLUSION The presence of KRAS mutations was associated with poor survival in CCA, underscoring the importance of KRAS mutations as prognostic markers. The detection of KRAS mutations in cfDNA demonstrated potential as a promising non-invasive alternative for mutation detection and, when combined with CA19-9 levels, may improve prognostic efficacy in CCA.
Collapse
Affiliation(s)
- Pitchasak Thongyoo
- Centre for Research and Development of Medical Diagnostic Laboratories, Faculty of Associated Medical Sciences, Khon Kaen University, Khon Kaen, Thailand
| | - Jarin Chindaprasirt
- Medical Oncology Program, Department of Internal Medicine, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand
| | | | | | - Waritta Kunprom
- Department of Pathology, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand
| | - Sarinya Kongpetch
- Department of Pharmacology, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand
- Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, Thailand
| | - Anchalee Techasen
- Centre for Research and Development of Medical Diagnostic Laboratories, Faculty of Associated Medical Sciences, Khon Kaen University, Khon Kaen, Thailand
- Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, Thailand
| | - Watcharin Loilome
- Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, Thailand
- Department of Systems Biosciences and Computational Medicine, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand
| | - Nisana Namwat
- Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, Thailand
- Department of Systems Biosciences and Computational Medicine, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand
| | - Attapol Titapun
- Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, Thailand
- Department of Surgery, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand
| | - Apinya Jusakul
- Centre for Research and Development of Medical Diagnostic Laboratories, Faculty of Associated Medical Sciences, Khon Kaen University, Khon Kaen, Thailand;
- Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, Thailand
| |
Collapse
|
8
|
Andel PCM, van Goor IWJM, Augustinus S, Berrevoet F, Besselink MG, Bhojwani R, Boggi U, Bouwense SAW, Cirkel GA, van Dam JL, Djanani A, Dorcaratto D, Dreyer S, den Dulk M, Frigerio I, Ghorbani P, Goetz MR, Groot Koerkamp B, Gryspeerdt F, Hidalgo Salinas C, Intven M, Izbicki JR, Jorba Martin R, Kauffmann EF, Klug R, Liem MSL, Luyer MDP, Maglione M, Martin-Perez E, Meerdink M, de Meijer VE, Nieuwenhuijs VB, Nikov A, Nunes V, Pando Rau E, Radenkovic D, Roeyen G, Sanchez-Bueno F, Serrablo A, Sparrelid E, Tepetes K, Thakkar RG, Tzimas GN, Verdonk RC, ten Winkel M, Zerbi A, Groot VP, Molenaar IQ, Daamen LA, van Santvoort HC. Routine Imaging or Symptomatic Follow-Up After Resection of Pancreatic Adenocarcinoma. JAMA Surg 2025; 160:74-84. [PMID: 39504033 PMCID: PMC11541741 DOI: 10.1001/jamasurg.2024.5024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2024] [Accepted: 08/29/2024] [Indexed: 11/09/2024]
Abstract
IMPORTANCE International guidelines lack consistency in their recommendations regarding routine imaging in the follow-up after pancreatic resection for pancreatic ductal adenocarcinoma (PDAC). Consequently, follow-up strategies differ between centers worldwide. OBJECTIVE To compare clinical outcomes, including recurrence-focused treatment and survival, in patients with PDAC recurrence who received symptomatic follow-up or routine imaging after pancreatic resection in international centers affiliated with the European-African Hepato-Pancreato-Biliary Association (E-AHPBA). DESIGN, SETTING, AND PARTICIPANTS This was a prospective, international, cross-sectional study. Patients from a total of 33 E-AHPBA centers from 13 countries were included between 2020 and 2021. According to the predefined study protocol, patients who underwent PDAC resection and were diagnosed with disease recurrence were prospectively included. Patients were stratified according to postoperative follow-up strategy: symptomatic follow-up (ie, without routine imaging) or routine imaging. EXPOSURES Symptomatic follow-up or routine imaging in patients who underwent PDAC resection. MAIN OUTCOMES AND MEASURES Overall survival (OS) was estimated with Kaplan-Meier curves and compared using the log-rank test. To adjust for potential confounders, multivariable logistic regression was used to evaluate the association between follow-up strategy and recurrence-focused treatment. Multivariable Cox proportional hazard analysis was used to study the independent association between follow-up strategy and OS. RESULTS Overall, 333 patients (mean [SD] age, 65 [11] years; 184 male [55%]) with PDAC recurrence were included. Median (IQR) follow-up at time of analysis 2 years after inclusion of the last patient was 40 (30-58) months. Of the total cohort, 98 patients (29%) received symptomatic follow-up, and 235 patients (71%) received routine imaging. OS was 23 months (95% CI, 19-29 months) vs 28 months (95% CI, 24-30 months) in the groups who received symptomatic follow-up vs routine imaging, respectively (P = .01). Routine imaging was associated with receiving recurrence-focused treatment (adjusted odds ratio, 2.57; 95% CI, 1.22-5.41; P = .01) and prolonged OS (adjusted hazard ratio, 0.75; 95% CI, 0.56-.99; P = .04). CONCLUSION AND RELEVANCE In this international, prospective, cross-sectional study, routine follow-up imaging after pancreatic resection for PDAC was independently associated with receiving recurrence-focused treatment and prolonged OS.
Collapse
Affiliation(s)
- Paul C. M. Andel
- Department of Surgery, Regional Academic Cancer Center Utrecht, UMC Utrecht Cancer Center, Utrecht, the Netherlands
- St Antonius Hospital Nieuwegein, Nieuwegein, the Netherlands
| | - Iris W. J. M. van Goor
- Department of Surgery, Regional Academic Cancer Center Utrecht, UMC Utrecht Cancer Center, Utrecht, the Netherlands
- Department of Radiation Oncology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Simone Augustinus
- Amsterdam UMC, location University of Amsterdam, Department of Surgery, Amsterdam, the Netherlands
- Cancer Center Amsterdam, Amsterdam, the Netherlands
| | - Frederik Berrevoet
- Department of General and HPB Surgery and Liver Transplantation, Ghent University Hospital, Ghent, Belgium
| | - Marc G. Besselink
- Amsterdam UMC, location University of Amsterdam, Department of Surgery, Amsterdam, the Netherlands
- Cancer Center Amsterdam, Amsterdam, the Netherlands
| | - Rajesh Bhojwani
- Department of Surgery, Santokba Institute of Digestive Surgical Sciences, Santokba Durlabhji Memorial Hospital, Rajasthan, India
| | - Ugo Boggi
- Department of Translational Research on New Technologies in Medicine and Surgery, University of Pisa, Pisa, Italy
| | - Stefan A. W. Bouwense
- Department of Surgery, Maastricht University Medical Center, Maastricht, the Netherlands
- Department of Surgery, School of Nutrition and Translational Research in Metabolism (NUTRIM), Maastricht University, Maastricht, the Netherlands
| | - Geert A. Cirkel
- Department of Medical Oncology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Jacob L. van Dam
- Department of Surgery, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Angela Djanani
- Department of Internal Medicine, Gastroenterology, Hepatology, Endocrinology & Metabolism, Medical University of Innsbruck, Innsbruck, Tyrol, Austria
| | - Dimitri Dorcaratto
- Department of Surgery, Hospital Clínico, University of Valencia, Biomedical Research Institute (INCLIVA), Valencia, Spain
| | - Stephan Dreyer
- Department of Academic Surgery, Glasgow Royal Infirmary, Glasgow, United Kingdom
- Institute of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Marcel den Dulk
- Department of Surgery, Maastricht University Medical Center, Maastricht, the Netherlands
- Department of Surgery, School of Nutrition and Translational Research in Metabolism (NUTRIM), Maastricht University, Maastricht, the Netherlands
| | - Isabella Frigerio
- Pancreatic Surgical Unit, Pederzoli Hospital, Peschiera del Garda, Italy
| | - Poya Ghorbani
- Department of Surgery, Karolinska Institutet, Solna, Sweden
| | - Mara R. Goetz
- Department of General, Visceral and Thoracic Surgery, University Medical Center Hamburg, Hamburg, Germany
| | - Bas Groot Koerkamp
- Department of Surgery, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Filip Gryspeerdt
- Department of General and HPB Surgery and Liver Transplantation, Ghent University Hospital, Ghent, Belgium
| | | | - Martijn Intven
- Department of Radiation Oncology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Jakob R. Izbicki
- Department of General, Visceral and Thoracic Surgery, University Medical Center Hamburg, Hamburg, Germany
| | - Rosa Jorba Martin
- Department of Surgery, Hospital Universitari de Tarragona Joan XXIII, Tarragona, Spain
| | - Emanuele F. Kauffmann
- Department of Translational Research on New Technologies in Medicine and Surgery, University of Pisa, Pisa, Italy
| | - Reinhold Klug
- Department of General-, Visceral- and Vascular Surgery, Community Hospital Horn, Horn, Austria
| | - Mike S. L. Liem
- Department of Surgery, Medical Spectrum Twente, Enschede, the Netherlands
| | - Misha D. P. Luyer
- Department of Surgery, Catharina Hospital, Eindhoven, the Netherlands
| | - Manuel Maglione
- Department of Visceral, Transplant, and Thoracic Surgery, Medical University of Innsbruck, Innsbruck, Austria
| | - Elena Martin-Perez
- Department of General and Digestive Surgery, University Hospital La Princesa, Madrid, Spain
| | - Mark Meerdink
- Department of Surgery, University of Groningen and University Medical Center Groningen, Groningen, the Netherlands
| | - Vincent E. de Meijer
- Department of Surgery, University of Groningen and University Medical Center Groningen, Groningen, the Netherlands
| | | | - Andrej Nikov
- Department of Surgery, Military University Hospital Prague, Prague, Czech Republic
| | - Vitor Nunes
- Department of Surgery, Hospital Prof Doutor Fernando Fonseca EPE, Amadora, Portugal
| | - Elizabeth Pando Rau
- Department of Hepato-Pancreatobiliary and Transplant Surgery, Hospital Vall d’Hebron, Barcelona, Spain
- Universitat Autonoma de Barcelona, Barcelona, Spain
| | - Dejan Radenkovic
- Clinic for Digestive Surgery, University Clinical Centra of Serbia, Medical Faculty, University of Belgrade, Belgrade, Serbia
| | - Geert Roeyen
- Department of HPB, Endocrine and Transplantation Surgery, Antwerp University Hospital, Antwerp, Belgium
| | - Francisco Sanchez-Bueno
- Department of General and Digestive Surgery, Hospital Clínico Universitario “Virgen de la Arrixaca,” Murcia, Spain
| | - Alejandro Serrablo
- Department of General and Digestive Surgery, Miguel Servet University Hospital, Zaragoza, Spain
| | | | | | - Rohan G. Thakkar
- Department of Surgery, Newcastle Freeman Hospital, Newcastle upon Tyne, United Kingdom
| | - George N. Tzimas
- Department of HepatoPancreatoBiliary Surgery, Hygeia Hospital, Marousi, Greece
| | - Robert C. Verdonk
- Regional Academic Cancer Center Utrecht, UMC Utrecht Cancer Center & St. Antonius Hospital Nieuwegein, Department of Gastroenterology, Utrecht, the Netherlands
| | | | - Alessandro Zerbi
- Department of Pancreatic Surgery, IRCCS Humanitas Hospital, Rozzano, and Humanitas University, Pieve Emanuele, Italy
| | - Vincent P. Groot
- Department of Surgery, Regional Academic Cancer Center Utrecht, UMC Utrecht Cancer Center, Utrecht, the Netherlands
| | - I. Quintus Molenaar
- Department of Surgery, Regional Academic Cancer Center Utrecht, UMC Utrecht Cancer Center, Utrecht, the Netherlands
| | - Lois A. Daamen
- Department of Surgery, Regional Academic Cancer Center Utrecht, UMC Utrecht Cancer Center, Utrecht, the Netherlands
- Division of Imaging and Oncology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Hjalmar C. van Santvoort
- Department of Surgery, Regional Academic Cancer Center Utrecht, UMC Utrecht Cancer Center, Utrecht, the Netherlands
| |
Collapse
|
9
|
Ma L, Guo H, Zhao Y, Liu Z, Wang C, Bu J, Sun T, Wei J. Liquid biopsy in cancer current: status, challenges and future prospects. Signal Transduct Target Ther 2024; 9:336. [PMID: 39617822 PMCID: PMC11609310 DOI: 10.1038/s41392-024-02021-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2024] [Revised: 09/10/2024] [Accepted: 10/14/2024] [Indexed: 12/06/2024] Open
Abstract
Cancer has a high mortality rate across the globe, and tissue biopsy remains the gold standard for tumor diagnosis due to its high level of laboratory standardization, good consistency of results, relatively stable samples, and high accuracy of results. However, there are still many limitations and drawbacks in the application of tissue biopsy in tumor. The emergence of liquid biopsy provides new ideas for early diagnosis and prognosis of tumor. Compared with tissue biopsy, liquid biopsy has many advantages in the diagnosis and treatment of various types of cancer, including non-invasive, quickly and so on. Currently, the application of liquid biopsy in tumor detection has received widely attention. It is now undergoing rapid progress, and it holds significant potential for future applications. Around now, liquid biopsies encompass several components such as circulating tumor cells, circulating tumor DNA, exosomes, microRNA, circulating RNA, tumor platelets, and tumor endothelial cells. In addition, advances in the identification of liquid biopsy indicators have significantly enhanced the possibility of utilizing liquid biopsies in clinical settings. In this review, we will discuss the application, advantages and challenges of liquid biopsy in some common tumors from the perspective of diverse systems of tumors, and look forward to its future development prospects in the field of cancer diagnosis and treatment.
Collapse
Affiliation(s)
- Liwei Ma
- Department of Clinical Laboratory, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China.
- Key Clinical Laboratory of Henan province, Zhengzhou, Henan, China.
| | - Huiling Guo
- Department of Clinical Laboratory, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
- Key Clinical Laboratory of Henan province, Zhengzhou, Henan, China
| | - Yunxiang Zhao
- Department of Neurosurgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Zhibo Liu
- Department of Clinical Laboratory, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
- Key Clinical Laboratory of Henan province, Zhengzhou, Henan, China
| | - Chenran Wang
- Department of Clinical Laboratory, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
- Key Clinical Laboratory of Henan province, Zhengzhou, Henan, China
| | - Jiahao Bu
- Department of Neurosurgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Ting Sun
- Department of Clinical Laboratory, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China.
- Key Clinical Laboratory of Henan province, Zhengzhou, Henan, China.
| | - Jianwei Wei
- Department of Neurosurgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China.
| |
Collapse
|
10
|
Bonds M. Angling for improvement: The search for novel biomarkers in periampullary adenocarcinoma. Am J Surg 2024; 238:115845. [PMID: 39107176 DOI: 10.1016/j.amjsurg.2024.115845] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2024] [Revised: 07/08/2024] [Accepted: 07/10/2024] [Indexed: 08/09/2024]
Affiliation(s)
- Morgan Bonds
- University of Oklahoma College of Medicine, Department of Surgery, 800 Stanton L Young Blvd Suite 9000, Oklahoma City, OK, 73104, USA.
| |
Collapse
|
11
|
Maulat C, Canivet C, Cabarrou B, Pradines A, Selves J, Casanova A, Doussine A, Hanoun N, Cuellar E, Boulard P, Carrère N, Buscail L, Bournet B, Muscari F, Cordelier P. Prognostic impact of circulating tumor DNA detection in portal and peripheral blood in resected pancreatic ductal adenocarcinoma patients. Sci Rep 2024; 14:27296. [PMID: 39516243 PMCID: PMC11549393 DOI: 10.1038/s41598-024-76903-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2024] [Accepted: 10/17/2024] [Indexed: 11/16/2024] Open
Abstract
In PDAC patients, ctDNA detection's prognostic significance needs validation especially in resected patients. This study investigated ctDNA kinetics in portal and peripheral blood before and after resection, and whether tissue mobilization during surgery influences ctDNA detection. In this single-center prospective cohort, portal and peripheral blood were drawn during pancreaticoduodenectomy before and after tissue mobilization, during 12 postoperative months and were associated with overall survival (OS), recurrence-free survival (RFS) and CA19-9 (secondary endpoints). Tumor mutations were identified using next-generation-sequencing and ctDNA detected by digital droplet PCR. From 2018 to 2022, 34 patients were included. The 2-year RFS and OS were 47.6%(95%CI[29.5; 63.6]) and 65.7%(95%CI[46.5; 79.4]) respectively. Intraoperatively, ctDNA detection in portal or peripheral blood was associated with worse RFS (HR[95%CI]3.26[1.26; 8.45],p = 0.010) and OS (HR[95%CI]5.46[1.65;18.01],p = 0.002). Portal vein sampling did not improve ctDNA detection. CtDNA levels were increased by 2.5-fold (p = 0.031) in peripheral blood after tissue mobilization but not significantly linked to RFS or OS. Detecting ctDNA intraoperatively was correlated with poorer RFS (HR [95% CI] 3.26 [1.26;8.45], p = 0.010) and 0S (HR [95% CI] 5.46 [1.65;18.01], p = 0.002). Portal vein sampling did not improve ctDNA detection. Tissue mobilization increases ctDNA levels. Intraoperative detection of ctDNA is associated with a worse prognosis.
Collapse
Affiliation(s)
- Charlotte Maulat
- Digestive Surgery, Hepatobiliary and Pancreatic Surgery Department and Liver Transplantation Unit, Toulouse University Hospital, Toulouse, France.
- Centre de Recherches en Cancérologie de Toulouse, CRCT, Toulouse University, CNRS, InsermToulouse, France.
- Service de Chirurgie Digestive et Transplantation , CHU Rangueil , 1, avenue Jean Poulhès, Toulouse, 31059, France.
| | - Cindy Canivet
- Gastroenterology and Pancreatology Department, Toulouse University Hospital, Toulouse, France
| | - Bastien Cabarrou
- Biostatistics and Health Data Science Unit, Institut Claudius-Regaud, IUCT-Oncopole, Toulouse, France
| | - Anne Pradines
- Centre de Recherches en Cancérologie de Toulouse, CRCT, Toulouse University, CNRS, InsermToulouse, France
- Prospective Biology Unit, Medicine Laboratory, Oncopole Claudius Regaud, IUCT-Oncopole, Toulouse, France
| | - Janick Selves
- Pathology Department, IUCT-Oncopole, Toulouse University Hospital Center (CHU), Toulouse, France
| | - Anne Casanova
- Centre de Recherches en Cancérologie de Toulouse, CRCT, Toulouse University, CNRS, InsermToulouse, France
- Prospective Biology Unit, Medicine Laboratory, Oncopole Claudius Regaud, IUCT-Oncopole, Toulouse, France
| | - Aurélia Doussine
- Centre de Recherches en Cancérologie de Toulouse, CRCT, Toulouse University, CNRS, InsermToulouse, France
- Prospective Biology Unit, Medicine Laboratory, Oncopole Claudius Regaud, IUCT-Oncopole, Toulouse, France
| | - Naïma Hanoun
- Centre de Recherches en Cancérologie de Toulouse, CRCT, Toulouse University, CNRS, InsermToulouse, France
| | - Emmanuel Cuellar
- Digestive Surgery, Hepatobiliary and Pancreatic Surgery Department and Liver Transplantation Unit, Toulouse University Hospital, Toulouse, France
| | - Paul Boulard
- Digestive Surgery, Hepatobiliary and Pancreatic Surgery Department and Liver Transplantation Unit, Toulouse University Hospital, Toulouse, France
| | - Nicolas Carrère
- Digestive Surgery, Hepatobiliary and Pancreatic Surgery Department and Liver Transplantation Unit, Toulouse University Hospital, Toulouse, France
- Centre de Recherches en Cancérologie de Toulouse, CRCT, Toulouse University, CNRS, InsermToulouse, France
| | - Louis Buscail
- Centre de Recherches en Cancérologie de Toulouse, CRCT, Toulouse University, CNRS, InsermToulouse, France
- Gastroenterology and Pancreatology Department, Toulouse University Hospital, Toulouse, France
| | - Barbara Bournet
- Centre de Recherches en Cancérologie de Toulouse, CRCT, Toulouse University, CNRS, InsermToulouse, France
- Gastroenterology and Pancreatology Department, Toulouse University Hospital, Toulouse, France
| | - Fabrice Muscari
- Digestive Surgery, Hepatobiliary and Pancreatic Surgery Department and Liver Transplantation Unit, Toulouse University Hospital, Toulouse, France
- Centre de Recherches en Cancérologie de Toulouse, CRCT, Toulouse University, CNRS, InsermToulouse, France
| | - Pierre Cordelier
- Centre de Recherches en Cancérologie de Toulouse, CRCT, Toulouse University, CNRS, InsermToulouse, France.
| |
Collapse
|
12
|
Pinson J, Henriques J, Beaussire L, Sarafan-Vasseur N, Sa Cunha A, Bachet JB, Vernerey D, Di Fiore F, Schwarz L. New Biomarkers to Define a Biological Borderline Situation for Pancreatic Adenocarcinoma: Results of an Ancillary Study of the PANACHE01-PRODIGE48 Trial. Ann Surg 2024; 280:734-744. [PMID: 39101207 DOI: 10.1097/sla.0000000000006468] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/06/2024]
Abstract
OBJECTIVE To investigate in patients treated for a resectable pancreatic ductal adenocarcinoma [pancreatic adenocarcinoma (PA)], the prognostic value of baseline carbohydrate antigen 19.9 (CA19-9) and circulating tumor DNA (ctDNA) for overall survival (OS), to improve death risk stratification, based on a planned ancillary study from PANACHE01-PRODIGE 48 trial. BACKGROUND Biological borderline situation that was first used by the MD Anderson, became a standard practice following the international consensus conference in 2016 to manage PA. Regarding the risk of systemic disease, especially in the setting of "markedly elevated" CA19-9, neoadjuvant therapy is advised to avoid unnecessary surgery, with a risk of early recurrence. To best define biological borderline situations, new biomarkers are needed. METHODS Characteristics at diagnosis and OS were compared between patients with or without ctDNA status available. OS was estimated with the Kaplan-Meier method and compared with a log-rank test. The restricted cubic spline approach was used to identify the optimal threshold for biological parameters for death risk stratification. Univariate and multivariate Cox proportional hazard models were estimated to assess the association of ctDNA status and other parameters with OS. RESULTS Among the 132 patients from the primary population for analysis in the PANACHE01 -PRODIGE 48 trial, 92(71%) were available for ctDNA status at diagnosis. No selection bias was identified between patients with or without ctDNA status. Fourteen patients (15%) were ctDNA+ and exhibited a higher risk for death [ P = 0.0188; hazard ratio (95% CI): 2.28 (1.12-4.63)]. In the 92 patients with ctDNA status available among the other parameters analyzed, only CA19-9 was statically associated with OS in univariate analysis. Patients with a log of CA19-9 equal or superior to 4.4 that corresponds to a CA19-9 of 80 UI/mL were identified at higher risk for death [ P = 0.0143; hazard ratio (95% CI): 2.2 (1.15-4.19)]. In multivariate analysis, CA19-19 remained independently associated with OS ( P = 0.0323). When combining the 2 biomarkers, the median OS was 19.4 [IC 95%: 3.8-not reached (NR)] months, 30.2 (IC 95%: 17.1-NR) months and NR (IC 95%: 39.3-NR) for "CA19-9 high and ctDNA+ group," "CA19-9 high or ctDNA+ group," and "CA19-9 low and ctDNA- group," respectively (log-rank P = 0.0069). CONCLUSIONS Progress in the management of potentially operable PA remains limited, relying solely on strategies to optimize the sequence of complete treatment, based on modern multidrug chemotherapy (FOLFIRINOX, GemNabPaclitaxel) and surgical resection. The identification of risk criteria, such as the existence of systemic disease, is an important issue, currently referred to as "biological borderline disease." Few data, particularly from prospective studies, allow us to identify biomarkers other than CA19-9. Combining ctDNA with CA19-9 could be of interest to best define biological borderline situations in PA.
Collapse
Affiliation(s)
- Jean Pinson
- Department of Digestive Surgery, Rouen University Hospital, Rouen, France
- Department of Genomic and Personalized Medicine in Cancer and Neurological Disorders, Normandie University, UNIROUEN, Rouen University Hospital, Rouen, France
| | - Julie Henriques
- Methodology and Quality of Life in Oncology Unit, Besançon University Hospital, Besançon, France
| | - Ludivine Beaussire
- Department of Genomic and Personalized Medicine in Cancer and Neurological Disorders, Normandie University, UNIROUEN, Rouen University Hospital, Rouen, France
| | - Nasrin Sarafan-Vasseur
- Department of Genomic and Personalized Medicine in Cancer and Neurological Disorders, Normandie University, UNIROUEN, Rouen University Hospital, Rouen, France
| | - Antonio Sa Cunha
- Department of Hepato-Biliary and Pancreatic Surgery, and Liver Transplantation, Paul Brousse Hospital, AP-HP, Villejuif, France
| | - Jean-Baptiste Bachet
- Department of Hepato-Gastroenterology, Sorbonne University, Pitié-Salpêtrière Hospital, Paris, France
| | - Dewi Vernerey
- Methodology and Quality of Life in Oncology Unit, Besançon University Hospital, Besançon, France
| | - Frederic Di Fiore
- Department of Genomic and Personalized Medicine in Cancer and Neurological Disorders, Normandie University, UNIROUEN, Rouen University Hospital, Rouen, France
- Department of Digestive Oncology, Rouen University Hospital, Rouen, France
| | - Lilian Schwarz
- Department of Digestive Surgery, Rouen University Hospital, Rouen, France
- Department of Genomic and Personalized Medicine in Cancer and Neurological Disorders, Normandie University, UNIROUEN, Rouen University Hospital, Rouen, France
| |
Collapse
|
13
|
Dubrovsky G, Ross A, Jalali P, Lotze M. Liquid Biopsy in Pancreatic Ductal Adenocarcinoma: A Review of Methods and Applications. Int J Mol Sci 2024; 25:11013. [PMID: 39456796 PMCID: PMC11507494 DOI: 10.3390/ijms252011013] [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: 09/12/2024] [Revised: 10/08/2024] [Accepted: 10/11/2024] [Indexed: 10/28/2024] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) remains a malignancy with one of the highest mortality rates. One limitation in the diagnosis and treatment of PDAC is the lack of an early and universal biomarker. Extensive research performed recently to develop new assays which could fit this role is available. In this review, we will discuss the current landscape of liquid biopsy in patients with PDAC. Specifically, we will review the various methods of liquid biopsy, focusing on circulating tumor DNA (ctDNA) and exosomes and future opportunities for improvement using artificial intelligence or machine learning to analyze results from a multi-omic approach. We will also consider applications which have been evaluated, including the utility of liquid biopsy for screening and staging patients at diagnosis as well as before and after surgery. We will also examine the potential for liquid biopsy to monitor patient treatment response in the setting of clinical trial development.
Collapse
Affiliation(s)
- Genia Dubrovsky
- Department of Surgery, University of Pittsburgh, Pittsburgh, PA 15213, USA; (G.D.); (A.R.)
- Pittsburgh VA Medical Center, Pittsburgh, PA 15240, USA
| | - Alison Ross
- Department of Surgery, University of Pittsburgh, Pittsburgh, PA 15213, USA; (G.D.); (A.R.)
| | - Pooya Jalali
- Basic and Molecular Epidemiology of Gastrointestinal Disorders Research Centre, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran 1983969411, Iran
| | - Michael Lotze
- Departments of Surgery, Immunology, and Bioengineering, University of Pittsburgh, Pittsburgh, PA 15213, USA
| |
Collapse
|
14
|
Hálková T, Bunganič B, Traboulsi E, Minárik M, Zavoral M, Benešová L. Prognostic Role of Specific KRAS Mutations Detected in Aspiration and Liquid Biopsies from Patients with Pancreatic Cancer. Genes (Basel) 2024; 15:1302. [PMID: 39457426 PMCID: PMC11507146 DOI: 10.3390/genes15101302] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2024] [Revised: 09/28/2024] [Accepted: 10/03/2024] [Indexed: 10/28/2024] Open
Abstract
Background/Objectives: Although the overall survival prognosis of patients in advanced stages of pancreatic ductal adenocarcinoma (PDAC) is poor, typically ranging from days to months from diagnosis, there are rare cases of patients remaining in therapy for longer periods of time. Early estimations of survival prognosis would allow rational decisions on complex therapy interventions, including radical surgery and robust systemic therapy regimens. Understandably, there is great interest in finding prognostic markers that can be used for patient stratification. We determined the role of various KRAS mutations in the prognosis of PDAC patients using biopsy samples and circulating tumor DNA. Methods: A total of 118 patients with PDAC, clinically confirmed by endoscopic ultrasound-guided fine-needle aspiration biopsy (EUS-FNB), were included in the study. DNA was extracted from cytological slides following a standard cytology evaluation to ensure adequacy (viability and quantity) and to mark the tumor cell fraction. Circulating tumor DNA (ctDNA) was extracted from plasma samples of 45 patients in stage IV of the disease. KRAS mutations in exons 12 and 13 were detected by denaturing capillary electrophoresis (DCE), revealing a minute presence of mutation-specific heteroduplexes. Kaplan-Meier survival curves were calculated for individual KRAS mutation types. Results:KRAS mutations were detected in 90% of tissue (106/118) and 44% of plasma (20/45) samples. All mutations were localized at exon 2, codon 12, with G12D (GGT > GAT) being the most frequent at 44% (47/106) and 65% (13/20), followed by other types including G12V (GGT > GTT) at 31% (33/106) and 10% (2/20), G12R (GGT > CGT) at 17% (18/106) and 10% (2/20), G12C (GGT/TGT) at 5% (5/106) and 0% (0/20) and G12S (GGT/AGT) at 1% (1/106) and 5% (1/20) in tissue and plasma samples, respectively. Two patients had two mutations simultaneously (G12V + G12S and G12D + G12S) in both types of samples (2%, 2/106 and 10%, 2/20 in tissue and plasma samples, respectively). The median survival of patients with the G12D mutation in tissues was less than half that of other patients (median survival 101 days, 95% CI: 80-600 vs. 228 days, 95% CI: 184-602), with a statistically significant overall difference in survival (p = 0.0080, log-rank test), and furthermore it was less than that of all combined patients with other mutation types (101 days, 95% CI: 80-600 vs. 210 days, 95% CI: 161-602, p = 0.0166). For plasma samples, the survival of patients with this mutation was six times shorter than that of patients without the G12D mutation (27 days, 95% CI: 8-334 vs. 161 days, 95% CI: 107-536, p = 0.0200). In contrast, patients with detected KRAS G12R in the tissue survived nearly twice as long as other patients in the aggregate (286 days, 95% CI: 70-602 vs. 162 days, 95% CI: 122-600, p = 0.0374) or patients with other KRAS mutations (286 days, 95% CI: 70-602 vs. 137 days, 95% CI: 107-600, p = 0.0257). Conclusions: Differentiation of specific KRAS mutations in EUS-FNB and ctDNA (above all, the crucial G12D and G12R) is feasible in routine management of PDAC patients and imperative for assessment of prognosis.
Collapse
Affiliation(s)
- Tereza Hálková
- Centre for Applied Genomics of Solid Tumors (CEGES), Genomac Research Institute, Drnovská 1112/60, 161 00 Prague, Czech Republic
- Department of Biochemistry, Faculty of Science, Charles University, Hlavova 8/2030, 128 00 Prague, Czech Republic
| | - Bohuš Bunganič
- Department of Medicine, First Faculty of Medicine, Charles University and Military University Hospital, U Vojenské Nemocnice 1200, 169 02 Prague, Czech Republic
| | - Eva Traboulsi
- Department of Pathology, Military University Hospital Prague, U Vojenské Nemocnice 1200, 169 02 Prague, Czech Republic
| | - Marek Minárik
- Department of Analytical Chemistry, Faculty of Science, Charles University, Hlavova 8/2030, 128 00 Prague, Czech Republic;
| | - Miroslav Zavoral
- Department of Medicine, First Faculty of Medicine, Charles University and Military University Hospital, U Vojenské Nemocnice 1200, 169 02 Prague, Czech Republic
| | - Lucie Benešová
- Centre for Applied Genomics of Solid Tumors (CEGES), Genomac Research Institute, Drnovská 1112/60, 161 00 Prague, Czech Republic
| |
Collapse
|
15
|
Hewitt DB, Wolfgang CL. The Role of Surgery in "Oligometastatic" Pancreas Cancer. Surg Clin North Am 2024; 104:1065-1081. [PMID: 39237164 DOI: 10.1016/j.suc.2024.04.009] [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] [Indexed: 09/07/2024]
Abstract
The majority of patients diagnosed with pancreatic cancer already have metastatic disease at the time of presentation, which results in a 5-year survival rate of only 13%. However, multiagent chemotherapy regimens can stabilize the disease in select patients with limited metastatic disease. For such patients, a combination of curative-intent therapy and systemic therapy may potentially enhance outcomes compared to using systemic therapy alone. Of note, the evidence supporting this approach is primarily derived from retrospective studies and may carry a significant selection bias. Looking ahead, ongoing prospective trials are exploring the efficacy of curative-intent therapy in managing oligometastatic pancreatic cancer and the implementation of treatment strategies based on specific biomarkers. The emergence of these trials, coupled with the development of less invasive therapeutic modalities, provides hope for patients with oligometastatic pancreatic cancer.
Collapse
Affiliation(s)
- D Brock Hewitt
- Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, The NYU Grossman School of Medicine, 577 1st Avenue, 2nd Floor, New York, NY 10016, USA.
| | - Christopher L Wolfgang
- Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, The NYU Grossman School of Medicine, 577 1st Avenue, 2nd Floor, New York, NY 10016, USA
| |
Collapse
|
16
|
Liu DS, Puik JR, Venø MT, Mato Prado M, Rees E, Patel BY, Merali N, Galloway D, Chan G, Phillips N, Wadsworth C, Vlavianos P, Potts J, Sivakumar S, Davidson BR, Besselink MG, Swijnenburg RJ, Jiao LR, Kazemier G, Giovannetti E, Krell J, Frampton AE. MicroRNAs as Bile-based biomarkers in pancreaticobiliary cancers (MIRABILE): a cohort study. Int J Surg 2024; 110:6518-6527. [PMID: 39041944 PMCID: PMC11486953 DOI: 10.1097/js9.0000000000001888] [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: 02/15/2024] [Accepted: 06/16/2024] [Indexed: 07/24/2024]
Abstract
BACKGROUND Biliary obstruction can be due to both malignant and benign pancreaticobiliary disease. Currently, there are no biomarkers that can accurately help make this distinction. MicroRNAs (miRNAs) are stable molecules in tissue and biofluids that are commonly deregulated in cancer. The MIRABILE study aimed to identify miRNAs in bile that can differentiate malignant from benign pancreaticobiliary disease. MATERIALS AND METHODS There were 111 patients recruited prospectively at endoscopic retrograde cholangiopancreatography (ERCP) or percutaneous transhepatic cholangiography (PTC) for obstructive jaundice, and bile was aspirated for cell-free RNA (cfRNA) extraction and analysis. In a discovery cohort of 78 patients (27 with pancreatic ductal adenocarcinoma (PDAC), 14 cholangiocarcinoma (CCA), 37 benign disease), cfRNA was subjected to small-RNA sequencing. LASSO regression was used to define bile miRNA signatures, and NormFinder to identify endogenous controls. In a second cohort of 87 patients (34 PDAC, 14 CCA, 39 benign disease), RT-qPCR was used for validation. RESULTS LASSO regression identified 14 differentially-expressed bile miRNAs of which 6 were selected for validation. When comparing malignant and benign pancreaticobiliary disease, bile miR-340 and miR-182 were validated and significantly differentially expressed ( P <0.05 and P <0.001, respectively). This generated an AUC of 0.79 (95% CI: 0.70-0.88, sensitivity 65%; specificity 82%) in predicting malignant disease. CONCLUSION Bile collected during biliary drainage contains miRNAs able to differentiate benign from malignant pancreaticobiliary diseases in patients with obstructive jaundice. These bile miRNAs have the potential to increase diagnostic accuracy.
Collapse
Affiliation(s)
- Daniel S.K. Liu
- Division of Cancer, Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital, London, UK
| | - Jisce R. Puik
- Department of Surgery, Amsterdam UMC Location Vrije Universiteit Amsterdam
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands
| | - Morten T. Venø
- Department of Molecular Biology and Genetics, Interdisciplinary Nanoscience Center, Aarhus University, Aarhus C
- Omiics ApS, Aarhus N, Aarhus, Denmark
| | - Mireia Mato Prado
- Division of Cancer, Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital, London, UK
| | - Eleanor Rees
- Division of Cancer, Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital, London, UK
| | - Bhavik Y. Patel
- Department of Clinical and Experimental Medicine, Faculty of Health and Medical Sciences, Section of Oncology, The Leggett Building, University of Surrey
- HPB Surgical Unit, Royal Surrey NHS Foundation Trust, Guildford, Surrey
| | - Nabeel Merali
- Department of Clinical and Experimental Medicine, Faculty of Health and Medical Sciences, Section of Oncology, The Leggett Building, University of Surrey
- HPB Surgical Unit, Royal Surrey NHS Foundation Trust, Guildford, Surrey
| | - Daniel Galloway
- Department of Gastroenterology, Chelsea and Westminster Hospital, Chelsea and Westminster Hospital NHS Foundation Trust, London
- Department of Gastroenterology, Hammersmith Hospital, Imperial College Healthcare NHS Trust, Du Cane Road, London, W12 0HS
| | - Grace Chan
- Department of Gastroenterology, Hammersmith Hospital, Imperial College Healthcare NHS Trust, Du Cane Road, London, W12 0HS
| | - Natalie Phillips
- Department of Gastroenterology, Hammersmith Hospital, Imperial College Healthcare NHS Trust, Du Cane Road, London, W12 0HS
| | - Christopher Wadsworth
- Department of Gastroenterology, Hammersmith Hospital, Imperial College Healthcare NHS Trust, Du Cane Road, London, W12 0HS
| | - Panagiotis Vlavianos
- Department of Gastroenterology, Hammersmith Hospital, Imperial College Healthcare NHS Trust, Du Cane Road, London, W12 0HS
| | - Jonathan Potts
- Royal Free Sheila Sherlock Liver Centre, Royal Free Hospital and UCL Institute of Liver and Digestive Health, London
| | - Shivan Sivakumar
- Department of Oncology, Institute of Immunology and Immunotherapy, Birmingham Medical School, University of Birmingham, Birmingham
| | - Brian R. Davidson
- Department of HPB and Liver Transplant Surgery, Royal Free Hospital
- Division of Surgery and Interventional Science, Faculty of Medical Sciences, University College London, London, UK
| | - Marc G. Besselink
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands
- Department of Surgery, Amsterdam UMC location University of Amsterdam, Meibergdreef, Amsterdam, The Netherlands
| | - Rutger-Jan Swijnenburg
- Department of Surgery, Amsterdam UMC Location Vrije Universiteit Amsterdam
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands
- Department of Surgery, Amsterdam UMC location University of Amsterdam, Meibergdreef, Amsterdam, The Netherlands
| | - Long R. Jiao
- Department of Surgery and Oncology, The Royal Marsden Hospital, London, UK
| | - Geert Kazemier
- Department of Surgery, Amsterdam UMC Location Vrije Universiteit Amsterdam
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands
| | - Elisa Giovannetti
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands
- Cancer Pharmacology Lab, Fondazione Pisana per la Scienza, Pisa, Italy
| | - Jonathan Krell
- Division of Cancer, Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital, London, UK
| | - Adam E. Frampton
- Department of Clinical and Experimental Medicine, Faculty of Health and Medical Sciences, Section of Oncology, The Leggett Building, University of Surrey
- HPB Surgical Unit, Royal Surrey NHS Foundation Trust, Guildford, Surrey
| |
Collapse
|
17
|
Munnings R, Gibbs P, Lee B. Evolution of Liquid Biopsies for Detecting Pancreatic Cancer. Cancers (Basel) 2024; 16:3335. [PMID: 39409954 PMCID: PMC11475855 DOI: 10.3390/cancers16193335] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2024] [Revised: 09/26/2024] [Accepted: 09/26/2024] [Indexed: 10/20/2024] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is a lethal malignancy characterised by late diagnosis and poor prognosis. Despite advancements, current diagnostic and prognostic strategies remain limited. Liquid biopsy techniques, including circulating tumour DNA (ctDNA), circulating tumour cells (CTCs), circulating tumour exosomes, and proteomics, offer potential solutions to improve PDAC diagnosis, prognostication, and management. A systematic search of Ovid MEDLINE identified studies published between 2019 and 2024, focusing on liquid biopsy biomarkers for PDAC. A total of 49 articles were included. ctDNA research shows some promise in diagnosing and prognosticating PDAC, especially through detecting mutant KRAS in minimal residual disease assays. CTC analyses had low sensitivity for early-stage PDAC and inconsistent prognostic results across subpopulations. Exosomal studies revealed diverse biomarkers with some diagnostic and prognostic potential. Proteomics, although relatively novel, has demonstrated superior accuracy in PDAC diagnosis, including early detection, and notable prognostic capacity. Proteomics combined with CA19-9 analysis has shown the most promising results to date. An update on multi-cancer early detection testing, given its significance for population screening, is also briefly discussed. Liquid biopsy techniques offer promising avenues for improving PDAC diagnosis, prognostication, and management. In particular, proteomics shows considerable potential, yet further research is needed to validate existing findings and comprehensively explore the proteome using an unbiased approach.
Collapse
Affiliation(s)
- Ryan Munnings
- Walter & Eliza Hall Institute of Medical Research, Parkville, VIC 3052, Australia
- Department of Medical Biology, University of Melbourne, Parkville, VIC 3052, Australia
- Department of Medical Education, Melbourne Medical School, Parkville, VIC 3052, Australia
| | - Peter Gibbs
- Walter & Eliza Hall Institute of Medical Research, Parkville, VIC 3052, Australia
- Department of Medical Biology, University of Melbourne, Parkville, VIC 3052, Australia
- Western Health, Footscray, VIC 3011, Australia
| | - Belinda Lee
- Walter & Eliza Hall Institute of Medical Research, Parkville, VIC 3052, Australia
- Department of Medical Biology, University of Melbourne, Parkville, VIC 3052, Australia
- Peter MacCallum Cancer Centre, Parkville, VIC 3052, Australia
- Northern Health, Epping, VIC 3076, Australia
| |
Collapse
|
18
|
Huerta M, Martín-Arana J, Gimeno-Valiente F, Carbonell-Asins JA, García-Micó B, Martínez-Castedo B, Robledo-Yagüe F, Camblor DG, Fleitas T, García Bartolomé M, Alfaro-Cervelló C, Garcés-Albir M, Dorcaratto D, Muñoz-Forner E, Seguí V, Mora-Oliver I, Gambardella V, Roselló S, Sabater L, Roda D, Cervantes A, Tarazona N. ctDNA whole exome sequencing in pancreatic ductal adenocarcinoma unveils organ-dependent metastatic mechanisms and identifies actionable alterations in fast progressing patients. Transl Res 2024; 271:105-115. [PMID: 38782356 DOI: 10.1016/j.trsl.2024.05.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/02/2024] [Revised: 04/28/2024] [Accepted: 05/06/2024] [Indexed: 05/25/2024]
Abstract
Understanding progression mechanisms and developing new targeted therapies is imperative in pancreatic ductal adenocarcinoma (PDAC). In this study, 80 metastatic PDAC patients were prospectively recruited and divided into discovery (n=37) and validation (n=43) cohorts. Tumor and plasma samples taken at diagnosis were pair analyzed using whole exome sequencing (WES) in patients belonging to the discovery cohort alone. The variant allele frequency (VAF) of KRAS mutations was measured by ddPCR in plasma at baseline and response assessment in all patients. Plasma WES identified at least one pathogenic variant across the cohort, uncovering oncogenic mechanisms, DNA repair, microsatellite instability, and alterations in the TGFb pathway. Interestingly, actionable mutations were mostly found in plasma rather than tissue. Patients with shorter survival showed enrichment in cellular organization regulatory pathways. Through WES we could identify a specific molecular profile of patients with liver metastasis, which exhibited exclusive mutations in genes related to the adaptive immune response pathway, highlighting the importance of the immune system in liver metastasis development. Moreover, KRAS mutations in plasma (both at diagnosis and persistent at follow-up) correlated with shorter progression free survival (PFS). Patients presenting a reduction of over 84.75 % in KRAS VAF at response assessment had similar PFS to KRAS-negative patients. Overall, plasma WES reveals molecular profiles indicative of rapid progression, potentially actionable targets, and associations between adaptive immune response pathway alterations and liver tropism.
Collapse
Affiliation(s)
- Marisol Huerta
- Department of Medical Oncology, INCLIVA Biomedical Research Institute, University of Valencia, Valencia, Spain; CIBERONC, Instituto de Salud Carlos III, Madrid, Spain
| | - Jorge Martín-Arana
- Department of Medical Oncology, INCLIVA Biomedical Research Institute, University of Valencia, Valencia, Spain; CIBERONC, Instituto de Salud Carlos III, Madrid, Spain
| | - Francisco Gimeno-Valiente
- Cancer Evolution and Genome Instability Laboratory, University College London Cancer Institute, London, UK
| | | | - Blanca García-Micó
- Department of Medical Oncology, INCLIVA Biomedical Research Institute, University of Valencia, Valencia, Spain; CIBERONC, Instituto de Salud Carlos III, Madrid, Spain
| | - Belén Martínez-Castedo
- Department of Medical Oncology, INCLIVA Biomedical Research Institute, University of Valencia, Valencia, Spain; CIBERONC, Instituto de Salud Carlos III, Madrid, Spain
| | - Fabián Robledo-Yagüe
- Bioinformatics Unit, INCLIVA Biomedical Research Institute, University of Valencia, Spain
| | - Daniel G Camblor
- Department of Medical Oncology, INCLIVA Biomedical Research Institute, University of Valencia, Valencia, Spain
| | - Tania Fleitas
- Department of Medical Oncology, INCLIVA Biomedical Research Institute, University of Valencia, Valencia, Spain; CIBERONC, Instituto de Salud Carlos III, Madrid, Spain
| | - Miguel García Bartolomé
- Department of Medical Oncology, INCLIVA Biomedical Research Institute, University of Valencia, Valencia, Spain
| | - Clara Alfaro-Cervelló
- Department of Pathology, INCLIVA Biomedical Research Institute, University of Valencia, Valencia, Spain
| | - Marina Garcés-Albir
- Liver, Biliary and Pancreatic Unit, Department of General Surgery, INCLIVA Biomedical Research Institute, Hospital Clínico Universitario de Valencia, University of Valencia, Valencia, Spain
| | - Dimitri Dorcaratto
- Liver, Biliary and Pancreatic Unit, Department of General Surgery, INCLIVA Biomedical Research Institute, Hospital Clínico Universitario de Valencia, University of Valencia, Valencia, Spain
| | - Elena Muñoz-Forner
- Liver, Biliary and Pancreatic Unit, Department of General Surgery, INCLIVA Biomedical Research Institute, Hospital Clínico Universitario de Valencia, University of Valencia, Valencia, Spain
| | - Víctor Seguí
- Department of Medical Oncology, INCLIVA Biomedical Research Institute, University of Valencia, Valencia, Spain
| | - Isabel Mora-Oliver
- Liver, Biliary and Pancreatic Unit, Department of General Surgery, INCLIVA Biomedical Research Institute, Hospital Clínico Universitario de Valencia, University of Valencia, Valencia, Spain
| | - Valentina Gambardella
- Department of Medical Oncology, INCLIVA Biomedical Research Institute, University of Valencia, Valencia, Spain; CIBERONC, Instituto de Salud Carlos III, Madrid, Spain
| | - Susana Roselló
- Department of Medical Oncology, INCLIVA Biomedical Research Institute, University of Valencia, Valencia, Spain; CIBERONC, Instituto de Salud Carlos III, Madrid, Spain
| | - Luis Sabater
- Liver, Biliary and Pancreatic Unit, Department of General Surgery, INCLIVA Biomedical Research Institute, Hospital Clínico Universitario de Valencia, University of Valencia, Valencia, Spain
| | - Desamparados Roda
- Department of Medical Oncology, INCLIVA Biomedical Research Institute, University of Valencia, Valencia, Spain; CIBERONC, Instituto de Salud Carlos III, Madrid, Spain
| | - Andrés Cervantes
- Department of Medical Oncology, INCLIVA Biomedical Research Institute, University of Valencia, Valencia, Spain; CIBERONC, Instituto de Salud Carlos III, Madrid, Spain.
| | - Noelia Tarazona
- Department of Medical Oncology, INCLIVA Biomedical Research Institute, University of Valencia, Valencia, Spain; CIBERONC, Instituto de Salud Carlos III, Madrid, Spain.
| |
Collapse
|
19
|
Theparee T, Akroush M, Sabatini LM, Wang V, Mangold KA, Joseph N, Stocker SJ, Freedman A, Helseth DL, Talamonti MS, Kaul KL. Cell free DNA in patients with pancreatic adenocarcinoma: clinicopathologic correlations. Sci Rep 2024; 14:15744. [PMID: 38977725 PMCID: PMC11231234 DOI: 10.1038/s41598-024-65562-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2023] [Accepted: 06/20/2024] [Indexed: 07/10/2024] Open
Abstract
Detection of circulating tumor DNA (ctDNA) from plasma cell free DNA (cfDNA) has shown promise for diagnosis, therapeutic targeting, and prognosis. This study explores ctDNA detection by next generation sequencing (NGS) and associated clinicopathologic factors in patients with pancreatic adenocarcinoma (PDAC). Patients undergoing surgical exploration or resection of pancreatic lesions were enrolled with informed consent. Plasma samples (4-6 ml) were collected prior to surgery and cfDNA was recovered from 95 plasma samples. Adequate cfDNA for NGS (20 ng) was obtained from 81 patients. NGS was performed using the Oncomine Lung cfDNA assay on the Ion Torrent S5 sequencing platform. Twenty-five patients (30.9%) had detectable mutations in KRAS and/or TP53 with allele frequencies ranging from 0.05 to 8.5%, while mutations in other genes were detected less frequently and always along with KRAS or TP53. Detectable ctDNA mutations were more frequent in patients with poorly differentiated tumors, and patients without detectable ctDNA mutations showed longer survival (medians of 10.5 months vs. 18 months, p = 0.019). The detection of circulating tumor DNA in pancreatic adenocarcinomas is correlated with worse survival outcomes.
Collapse
Affiliation(s)
- Talent Theparee
- Department of Pathology and Laboratory Medicine, NorthShore University Health System, Evanston, IL, USA
- Department of Pathology, Chulalongkorn University Faculty of Medicine, Bangkok, Thailand
| | - Michael Akroush
- Department of Pathology and Laboratory Medicine, NorthShore University Health System, Evanston, IL, USA
| | - Linda M Sabatini
- Department of Pathology and Laboratory Medicine, NorthShore University Health System, Evanston, IL, USA
| | - Vivien Wang
- Department of Pathology and Laboratory Medicine, NorthShore University Health System, Evanston, IL, USA
| | - Kathy A Mangold
- Department of Pathology and Laboratory Medicine, NorthShore University Health System, Evanston, IL, USA
| | - Nora Joseph
- Department of Pathology, University of Michigan School of Medicine, Ann Arbor, MI, USA
| | - Susan Jane Stocker
- Department of Surgery, NorthShore University Health System, Evanston, IL, USA
| | - Alexa Freedman
- Northwestern University School of Medicine, Chicago, IL, USA
| | - Donald L Helseth
- Department of Pathology and Laboratory Medicine, NorthShore University Health System, Evanston, IL, USA
| | - Mark S Talamonti
- Department of Surgery, NorthShore University Health System, Evanston, IL, USA
| | - Karen L Kaul
- Department of Pathology and Laboratory Medicine, NorthShore University Health System, Evanston, IL, USA.
| |
Collapse
|
20
|
Saúde-Conde R, El Ghali B, Navez J, Bouchart C, Van Laethem JL. Total Neoadjuvant Therapy in Localized Pancreatic Cancer: Is More Better? Cancers (Basel) 2024; 16:2423. [PMID: 39001485 PMCID: PMC11240662 DOI: 10.3390/cancers16132423] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2024] [Revised: 06/24/2024] [Accepted: 06/24/2024] [Indexed: 07/16/2024] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) poses a significant challenge in oncology due to its advanced stage upon diagnosis and limited treatment options. Surgical resection, the primary curative approach, often results in poor long-term survival rates, leading to the exploration of alternative strategies like neoadjuvant therapy (NAT) and total neoadjuvant therapy (TNT). While NAT aims to enhance resectability and overall survival, there appears to be potential for improvement, prompting consideration of alternative neoadjuvant strategies integrating full-dose chemotherapy (CT) and radiotherapy (RT) in TNT approaches. TNT integrates chemotherapy and radiotherapy prior to surgery, potentially improving margin-negative resection rates and enabling curative resection for locally advanced cases. The lingering question: is more always better? This article categorizes TNT strategies into six main groups based on radiotherapy (RT) techniques: (1) conventional chemoradiotherapy (CRT), (2) the Dutch PREOPANC approach, (3) hypofractionated ablative intensity-modulated radiotherapy (HFA-IMRT), and stereotactic body radiotherapy (SBRT) techniques, which further divide into (4) non-ablative SBRT, (5) nearly ablative SBRT, and (6) adaptive ablative SBRT. A comprehensive analysis of the literature on TNT is provided for both borderline resectable pancreatic cancer (BRPC) and locally advanced pancreatic cancer (LAPC), with detailed sections for each.
Collapse
Affiliation(s)
- Rita Saúde-Conde
- Digestive Oncology Department, Hôpitaux Universitaires de Bruxelles (HUB), Université Libre de Bruxelles, 1070 Brussels, Belgium;
| | - Benjelloun El Ghali
- Department of Radiation Oncology, Hôpitaux Universitaires de Bruxelles (HUB), Institut Jules Bordet, Université Libre de Bruxelles (ULB), 1070 Brussels, Belgium; (B.E.G.); (C.B.)
| | - Julie Navez
- Department of Abdominal Surgery and Transplantation, Hôpitaux Universitaires de Bruxelles (HUB), Hopital Erasme, Université Libre de Bruxelles, 1070 Brussels, Belgium;
| | - Christelle Bouchart
- Department of Radiation Oncology, Hôpitaux Universitaires de Bruxelles (HUB), Institut Jules Bordet, Université Libre de Bruxelles (ULB), 1070 Brussels, Belgium; (B.E.G.); (C.B.)
| | - Jean-Luc Van Laethem
- Digestive Oncology Department, Hôpitaux Universitaires de Bruxelles (HUB), Université Libre de Bruxelles, 1070 Brussels, Belgium;
| |
Collapse
|
21
|
Groot VP, Daamen LA. Response to: Comment on "Dynamics of Serum CA 19-9 in Patients Undergoing Pancreatic Cancer Resection". ANNALS OF SURGERY OPEN 2024; 5:e399. [PMID: 38911646 PMCID: PMC11191980 DOI: 10.1097/as9.0000000000000399] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2024] [Accepted: 02/13/2024] [Indexed: 06/25/2024] Open
Affiliation(s)
- Vincent P. Groot
- From the Department of Surgery, Regional Academic Cancer Center Utrecht, UMC Utrecht Cancer Center, St. Antonius Hospital, Nieuwegein, Utrecht, The Netherlands
| | - Lois A. Daamen
- From the Department of Surgery, Regional Academic Cancer Center Utrecht, UMC Utrecht Cancer Center, St. Antonius Hospital, Nieuwegein, Utrecht, The Netherlands
- Division of Imaging and Oncology, UMC Utrecht Cancer Center, Utrecht University, Utrecht, The Netherlands
| |
Collapse
|
22
|
Alba-Bernal A, Godoy-Ortiz A, Domínguez-Recio ME, López-López E, Quirós-Ortega ME, Sánchez-Martín V, Roldán-Díaz MD, Jiménez-Rodríguez B, Peralta-Linero J, Bellagarza-García E, Troyano-Ramos L, Garrido-Ruiz G, Hierro-Martín MI, Vicioso L, González-Ortiz Á, Linares-Valencia N, Velasco-Suelto J, Carbajosa G, Garrido-Aranda A, Lavado-Valenzuela R, Álvarez M, Pascual J, Comino-Méndez I, Alba E. Increased blood draws for ultrasensitive ctDNA and CTCs detection in early breast cancer patients. NPJ Breast Cancer 2024; 10:36. [PMID: 38750090 PMCID: PMC11096188 DOI: 10.1038/s41523-024-00642-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2023] [Accepted: 05/01/2024] [Indexed: 05/18/2024] Open
Abstract
Early breast cancer patients often experience relapse due to residual disease after treatment. Liquid biopsy is a methodology capable of detecting tumor components in blood, but low concentrations at early stages pose challenges. To detect them, next-generation sequencing has promise but entails complex processes. Exploring larger blood volumes could overcome detection limitations. Herein, a total of 282 high-volume plasma and blood-cell samples were collected for dual ctDNA/CTCs detection using a single droplet-digital PCR assay per patient. ctDNA and/or CTCs were detected in 100% of pre-treatment samples. On the other hand, post-treatment positive samples exhibited a minimum variant allele frequency of 0.003% for ctDNA and minimum cell number of 0.069 CTCs/mL of blood, surpassing previous investigations. Accurate prediction of residual disease before surgery was achieved in patients without a complete pathological response. A model utilizing ctDNA dynamics achieved an area under the ROC curve of 0.92 for predicting response. We detected disease recurrence in blood in the three patients who experienced a relapse, anticipating clinical relapse by 34.61, 9.10, and 7.59 months. This methodology provides an easily implemented alternative for ultrasensitive residual disease detection in early breast cancer patients.
Collapse
Affiliation(s)
- Alfonso Alba-Bernal
- Unidad de Gestion Clinica Intercentros de Oncologia Medica, Hospitales Universitarios Regional y Virgen de la Victoria, 29010, Malaga, Spain
- The Biomedical Research Institute of Málaga (IBIMA-CIMES-UMA), 29010, Malaga, Spain
- Andalusia-Roche Network in Precision Medical Oncology, 41092, Sevilla, Spain
| | - Ana Godoy-Ortiz
- Unidad de Gestion Clinica Intercentros de Oncologia Medica, Hospitales Universitarios Regional y Virgen de la Victoria, 29010, Malaga, Spain
- The Biomedical Research Institute of Málaga (IBIMA-CIMES-UMA), 29010, Malaga, Spain
- Centro de Investigacion Biomedica en Red de Cancer (CIBERONC - CB16/12/00481), 28029, Madrid, Spain
| | - María Emilia Domínguez-Recio
- Unidad de Gestion Clinica Intercentros de Oncologia Medica, Hospitales Universitarios Regional y Virgen de la Victoria, 29010, Malaga, Spain
- The Biomedical Research Institute of Málaga (IBIMA-CIMES-UMA), 29010, Malaga, Spain
| | - Esperanza López-López
- Unidad de Gestion Clinica Intercentros de Oncologia Medica, Hospitales Universitarios Regional y Virgen de la Victoria, 29010, Malaga, Spain
- The Biomedical Research Institute of Málaga (IBIMA-CIMES-UMA), 29010, Malaga, Spain
| | - María Elena Quirós-Ortega
- Unidad de Gestion Clinica Intercentros de Oncologia Medica, Hospitales Universitarios Regional y Virgen de la Victoria, 29010, Malaga, Spain
- The Biomedical Research Institute of Málaga (IBIMA-CIMES-UMA), 29010, Malaga, Spain
- Andalusia-Roche Network in Precision Medical Oncology, 41092, Sevilla, Spain
| | - Victoria Sánchez-Martín
- Unidad de Gestion Clinica Intercentros de Oncologia Medica, Hospitales Universitarios Regional y Virgen de la Victoria, 29010, Malaga, Spain
- Centro de Investigacion Biomedica en Red de Cancer (CIBERONC - CB16/12/00481), 28029, Madrid, Spain
| | - María Dunia Roldán-Díaz
- Unidad de Gestion Clinica Intercentros de Oncologia Medica, Hospitales Universitarios Regional y Virgen de la Victoria, 29010, Malaga, Spain
- The Biomedical Research Institute of Málaga (IBIMA-CIMES-UMA), 29010, Malaga, Spain
| | - Begoña Jiménez-Rodríguez
- Unidad de Gestion Clinica Intercentros de Oncologia Medica, Hospitales Universitarios Regional y Virgen de la Victoria, 29010, Malaga, Spain
- The Biomedical Research Institute of Málaga (IBIMA-CIMES-UMA), 29010, Malaga, Spain
- Centro de Investigacion Biomedica en Red de Cancer (CIBERONC - CB16/12/00481), 28029, Madrid, Spain
| | - Jesús Peralta-Linero
- Unidad de Gestion Clinica Intercentros de Oncologia Medica, Hospitales Universitarios Regional y Virgen de la Victoria, 29010, Malaga, Spain
- The Biomedical Research Institute of Málaga (IBIMA-CIMES-UMA), 29010, Malaga, Spain
| | - Estefanía Bellagarza-García
- Unidad de Gestion Clinica Intercentros de Oncologia Medica, Hospitales Universitarios Regional y Virgen de la Victoria, 29010, Malaga, Spain
| | - Laura Troyano-Ramos
- Unidad de Gestion Clinica Intercentros de Oncologia Medica, Hospitales Universitarios Regional y Virgen de la Victoria, 29010, Malaga, Spain
| | - Guadalupe Garrido-Ruiz
- Radiology Department, Hospital Clinico Universitario Virgen de la Victoria de Malaga, 29010, Malaga, Spain
| | - M Isabel Hierro-Martín
- The Biomedical Research Institute of Málaga (IBIMA-CIMES-UMA), 29010, Malaga, Spain
- Unidad de Gestion Clinica Provincial de Anatomia Patologica de Malaga, Hospital Clinico Universitario Virgen de la Victoria de Malaga, 29010, Malaga, Spain
- University of Málaga, Faculty of Medicine, 29010, Malaga, Spain
| | - Luis Vicioso
- The Biomedical Research Institute of Málaga (IBIMA-CIMES-UMA), 29010, Malaga, Spain
- Unidad de Gestion Clinica Provincial de Anatomia Patologica de Malaga, Hospital Clinico Universitario Virgen de la Victoria de Malaga, 29010, Malaga, Spain
- University of Málaga, Faculty of Medicine, 29010, Malaga, Spain
| | - Álvaro González-Ortiz
- Unidad de Gestion Clinica Intercentros de Oncologia Medica, Hospitales Universitarios Regional y Virgen de la Victoria, 29010, Malaga, Spain
| | - Noelia Linares-Valencia
- Unidad de Gestion Clinica Intercentros de Oncologia Medica, Hospitales Universitarios Regional y Virgen de la Victoria, 29010, Malaga, Spain
- The Biomedical Research Institute of Málaga (IBIMA-CIMES-UMA), 29010, Malaga, Spain
| | - Jesús Velasco-Suelto
- Unidad de Gestion Clinica Intercentros de Oncologia Medica, Hospitales Universitarios Regional y Virgen de la Victoria, 29010, Malaga, Spain
- The Biomedical Research Institute of Málaga (IBIMA-CIMES-UMA), 29010, Malaga, Spain
| | - Guillermo Carbajosa
- Unidad de Gestion Clinica Intercentros de Oncologia Medica, Hospitales Universitarios Regional y Virgen de la Victoria, 29010, Malaga, Spain
- University of Málaga, Faculty of Medicine, 29010, Malaga, Spain
| | - Alicia Garrido-Aranda
- Unidad de Gestion Clinica Intercentros de Oncologia Medica, Hospitales Universitarios Regional y Virgen de la Victoria, 29010, Malaga, Spain
- The Biomedical Research Institute of Málaga (IBIMA-CIMES-UMA), 29010, Malaga, Spain
- Andalusia-Roche Network in Precision Medical Oncology, 41092, Sevilla, Spain
- Laboratorio de biologia molecular del cancer (LBMC), Centro de investigaciones medico-sanitarias (CIMES-UMA), 29010, Malaga, Spain
| | - Rocío Lavado-Valenzuela
- Unidad de Gestion Clinica Intercentros de Oncologia Medica, Hospitales Universitarios Regional y Virgen de la Victoria, 29010, Malaga, Spain
- The Biomedical Research Institute of Málaga (IBIMA-CIMES-UMA), 29010, Malaga, Spain
- Andalusia-Roche Network in Precision Medical Oncology, 41092, Sevilla, Spain
- Centro de Investigacion Biomedica en Red de Cancer (CIBERONC - CB16/12/00481), 28029, Madrid, Spain
- Laboratorio de biologia molecular del cancer (LBMC), Centro de investigaciones medico-sanitarias (CIMES-UMA), 29010, Malaga, Spain
| | - Martina Álvarez
- The Biomedical Research Institute of Málaga (IBIMA-CIMES-UMA), 29010, Malaga, Spain
- Andalusia-Roche Network in Precision Medical Oncology, 41092, Sevilla, Spain
- Centro de Investigacion Biomedica en Red de Cancer (CIBERONC - CB16/12/00481), 28029, Madrid, Spain
- University of Málaga, Faculty of Medicine, 29010, Malaga, Spain
- Laboratorio de biologia molecular del cancer (LBMC), Centro de investigaciones medico-sanitarias (CIMES-UMA), 29010, Malaga, Spain
| | - Javier Pascual
- Unidad de Gestion Clinica Intercentros de Oncologia Medica, Hospitales Universitarios Regional y Virgen de la Victoria, 29010, Malaga, Spain
- The Biomedical Research Institute of Málaga (IBIMA-CIMES-UMA), 29010, Malaga, Spain
- Andalusia-Roche Network in Precision Medical Oncology, 41092, Sevilla, Spain
- Centro de Investigacion Biomedica en Red de Cancer (CIBERONC - CB16/12/00481), 28029, Madrid, Spain
| | - Iñaki Comino-Méndez
- Unidad de Gestion Clinica Intercentros de Oncologia Medica, Hospitales Universitarios Regional y Virgen de la Victoria, 29010, Malaga, Spain.
- The Biomedical Research Institute of Málaga (IBIMA-CIMES-UMA), 29010, Malaga, Spain.
- Andalusia-Roche Network in Precision Medical Oncology, 41092, Sevilla, Spain.
- Centro de Investigacion Biomedica en Red de Cancer (CIBERONC - CB16/12/00481), 28029, Madrid, Spain.
| | - Emilio Alba
- Unidad de Gestion Clinica Intercentros de Oncologia Medica, Hospitales Universitarios Regional y Virgen de la Victoria, 29010, Malaga, Spain
- The Biomedical Research Institute of Málaga (IBIMA-CIMES-UMA), 29010, Malaga, Spain
- Andalusia-Roche Network in Precision Medical Oncology, 41092, Sevilla, Spain
- Centro de Investigacion Biomedica en Red de Cancer (CIBERONC - CB16/12/00481), 28029, Madrid, Spain
- University of Málaga, Faculty of Medicine, 29010, Malaga, Spain
| |
Collapse
|
23
|
Hashimoto T, Nakamura Y, Oki E, Kobayashi S, Yuda J, Shibuki T, Bando H, Yoshino T. Bridging horizons beyond CIRCULATE-Japan: a new paradigm in molecular residual disease detection via whole genome sequencing-based circulating tumor DNA assay. Int J Clin Oncol 2024; 29:495-511. [PMID: 38551727 PMCID: PMC11043144 DOI: 10.1007/s10147-024-02493-4] [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: 01/28/2024] [Accepted: 02/16/2024] [Indexed: 04/26/2024]
Abstract
Circulating tumor DNA (ctDNA) is the fraction of cell-free DNA in patient blood that originates from a tumor. Advances in DNA sequencing technologies and our understanding of the molecular biology of tumors have increased interest in exploiting ctDNA to facilitate detection of molecular residual disease (MRD). Analysis of ctDNA as a promising MRD biomarker of solid malignancies has a central role in precision medicine initiatives exemplified by our CIRCULATE-Japan project involving patients with resectable colorectal cancer. Notably, the project underscores the prognostic significance of the ctDNA status at 4 weeks post-surgery and its correlation to adjuvant therapy efficacy at interim analysis. This substantiates the hypothesis that MRD is a critical prognostic indicator of relapse in patients with colorectal cancer. Despite remarkable advancements, challenges endure, primarily attributable to the exceedingly low ctDNA concentration in peripheral blood, particularly in scenarios involving low tumor shedding and the intrinsic error rates of current sequencing technologies. These complications necessitate more sensitive and sophisticated assays to verify the clinical utility of MRD across all solid tumors. Whole genome sequencing (WGS)-based tumor-informed MRD assays have recently demonstrated the ability to detect ctDNA in the parts-per-million range. This review delineates the current landscape of MRD assays, highlighting WGS-based approaches as the forefront technique in ctDNA analysis. Additionally, it introduces our upcoming endeavor, WGS-based pan-cancer MRD detection via ctDNA, in our forthcoming project, SCRUM-Japan MONSTAR-SCREEN-3.
Collapse
Affiliation(s)
- Tadayoshi Hashimoto
- Translational Research Support Office, National Cancer Center Hospital East, Kashiwa, Japan
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, 6-5-1 Kashiwanoha, Kashiwa, Chiba, 277-8577, Japan
| | - Yoshiaki Nakamura
- Translational Research Support Office, National Cancer Center Hospital East, Kashiwa, Japan
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, 6-5-1 Kashiwanoha, Kashiwa, Chiba, 277-8577, Japan
| | - Eiji Oki
- Department of Surgery and Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Shin Kobayashi
- Department of Hepatobiliary and Pancreatic Surgery, National Cancer Center Hospital East, Kashiwa, Japan
| | - Junichiro Yuda
- Department of Hematology, National Cancer Center Hospital East, Kashiwa, Japan
| | - Taro Shibuki
- Translational Research Support Office, National Cancer Center Hospital East, Kashiwa, Japan
| | - Hideaki Bando
- Translational Research Support Office, National Cancer Center Hospital East, Kashiwa, Japan
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, 6-5-1 Kashiwanoha, Kashiwa, Chiba, 277-8577, Japan
| | - Takayuki Yoshino
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, 6-5-1 Kashiwanoha, Kashiwa, Chiba, 277-8577, Japan.
| |
Collapse
|
24
|
van Oosten AF, Groot VP, Dorland G, Burkhart RA, Wolfgang CL, van Santvoort HC, He J, Molenaar IQ, Daamen LA. Dynamics of Serum CA19-9 in Patients Undergoing Pancreatic Cancer Resection. Ann Surg 2024; 279:493-500. [PMID: 37389896 DOI: 10.1097/sla.0000000000005977] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/01/2023]
Abstract
BACKGROUND Carbohydrate antigen (CA) 19-9 is an established perioperative prognostic biomarker for pancreatic ductal adenocarcinoma (PDAC). However, it is unclear how CA19-9 monitoring should be used during postoperative surveillance to detect recurrence and to guide the initiation of recurrence-focused therapy. OBJECTIVE This study aimed to elucidate the value of CA19-9 as a diagnostic biomarker for disease recurrence in patients who underwent PDAC resection. METHODS Serum CA19-9 levels at diagnosis, after surgery, and during postoperative follow-up were analyzed in patients who underwent PDAC resection. All patients with at least two postoperative follow-up CA19-9 measurements before recurrence were included. Patients deemed to be nonsecretors of CA19-9 were excluded. The relative increase in postoperative CA19-9 was calculated for each patient by dividing the maximum postoperative CA19-9 value by the first postoperative value. Receiver operating characteristic analysis was performed to identify the optimal threshold for the relative increase in CA19-9 levels to identify recurrence in the training set using Youden's index. The performance of this cutoff was validated in a test set by calculating the area under the curve (AUC) and was compared to the performance of the optimal cutoff for postoperative CA19-9 measurements as a continuous value. In addition, sensitivity, specificity, and predictive values were assessed. RESULTS In total, 271 patients were included, of whom 208 (77%) developed recurrence. Receiver operating characteristic analysis demonstrated that a relative increase in postoperative serum CA19-9 of 2.6× was predictive of recurrence, with 58% sensitivity, 83% specificity, 95% positive predictive value, and 28% negative predictive value. The AUC for a 2.6× relative increase in the CA19-9 level was 0.719 in the training set and 0.663 in the test set. The AUC of postoperative CA19-9 as a continuous value (optimal threshold, 52) was 0.671 in the training set. In the training set, the detection of a 2.6-fold increase in CA19-9 preceded the detection of recurrence by a mean difference of 7 months ( P <0.001) and in the test set by 10 months ( P <0.001). CONCLUSIONS A relative increase in the postoperative serum CA19-9 level of 2.6-fold is a stronger predictive marker for recurrence than a continuous CA19-9 cutoff. A relative CA19-9 increase can precede the detection of recurrence on imaging for up to 7 to 10 months. Therefore, CA19-9 dynamics can be used as a biomarker to guide the initiation of recurrence-focused treatment.
Collapse
Affiliation(s)
- A Floortje van Oosten
- Department of Surgery, Regional Academic Cancer Center Utrecht, UMC Utrecht Cancer Center and St. Antonius Hospital, Nieuwegein, The Netherlands
- Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD
| | - Vincent P Groot
- Department of Surgery, Regional Academic Cancer Center Utrecht, UMC Utrecht Cancer Center and St. Antonius Hospital, Nieuwegein, The Netherlands
| | - Galina Dorland
- Department of Surgery, Regional Academic Cancer Center Utrecht, UMC Utrecht Cancer Center and St. Antonius Hospital, Nieuwegein, The Netherlands
| | - R A Burkhart
- Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD
| | | | - Hjalmar C van Santvoort
- Department of Surgery, Regional Academic Cancer Center Utrecht, UMC Utrecht Cancer Center and St. Antonius Hospital, Nieuwegein, The Netherlands
| | - Jin He
- Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD
| | - I Quintus Molenaar
- Department of Surgery, Regional Academic Cancer Center Utrecht, UMC Utrecht Cancer Center and St. Antonius Hospital, Nieuwegein, The Netherlands
| | - Lois A Daamen
- Department of Surgery, Regional Academic Cancer Center Utrecht, UMC Utrecht Cancer Center and St. Antonius Hospital, Nieuwegein, The Netherlands
- Division of Imaging and Oncology, University Medical Center Utrecht Cancer Center, Utrecht University, Utrecht, The Netherlands
| |
Collapse
|
25
|
Huang L, Lv Y, Guan S, Yan H, Han L, Wang Z, Han Q, Dai G, Shi Y. High somatic mutations in circulating tumor DNA predict response of metastatic pancreatic ductal adenocarcinoma to first-line nab-paclitaxel plus S-1: prospective study. J Transl Med 2024; 22:184. [PMID: 38378604 PMCID: PMC10877900 DOI: 10.1186/s12967-024-04989-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2023] [Accepted: 02/12/2024] [Indexed: 02/22/2024] Open
Abstract
AIMS We previously showed that the nab-paclitaxel plus S-1 (NPS) regimen had promising effects against metastatic pancreatic ducal adenocarcinoma (mPDAC), whose efficacy however could not be precisely predicted by routine biomarkers. This prospective study aimed to investigate the values of mutations in circulating tumor DNA (ctDNA) and their dynamic changes in predicting response of mPDAC to NPS chemotherapy. METHODS Paired tumor tissue and blood samples were prospectively collected from patients with mPDAC receiving first-line NPS chemotherapy, and underwent next-generation sequencing with genomic profiling of 425 genes for ctDNA. High mutation allelic frequency (MAF) was defined as ≥ 30% and ≥ 5% in tumor tissue and blood, respectively. Kappa statistics were used to assess agreement between mutant genes in tumor and ctDNA. Associations of mutations in ctDNA and their dynamic changes with tumor response, overall survival (OS), and progression-free survival (PFS) were assessed using the Kaplan-Meier method, multivariable-adjusted Cox proportional hazards regression, and longitudinal data analysis. RESULTS 147 blood samples and 43 paired tumor specimens from 43 patients with mPDAC were sequenced. The most common driver genes with high MAF were KRAS (tumor, 35%; ctDNA, 37%) and TP53 (tumor, 37%; ctDNA, 33%). Mutation rates of KRAS and TP53 in ctDNA were significantly higher in patients with liver metastasis, with baseline CA19-9 ≥ 2000 U/mL, and/or without an early CA19-9 response. κ values for the 5 most commonly mutated genes between tumor and ctDNA ranged from 0.48 to 0.76. MAFs of the genes mostly decreased sequentially during subsequent measurements, which significantly correlated with objective response, with an increase indicating cancer progression. High mutations of KRAS and ARID1A in both tumor and ctDNA, and of TP53, CDKN2A, and SMAD4 in ctDNA but not in tumor were significantly associated with shorter survival. When predicting 6-month OS, AUCs for the 5 most commonly mutated genes in ctDNA ranged from 0.59 to 0.84, larger than for genes in tumor (0.56 to 0.71) and for clinicopathologic characteristics (0.51 to 0.68). Repeated measurements of mutations in ctDNA significantly differentiated survival and tumor response. Among the 31 patients with ≥ 2 ctDNA tests, longitudinal analysis of changes in gene MAF showed that ctDNA progression was 60 and 58 days ahead of radiologic and CA19-9 progression for 48% and 42% of the patients, respectively. CONCLUSIONS High mutations of multiple driving genes in ctDNA and their dynamic changes could effectively predict response of mPDAC to NPS chemotherapy, with promising reliable predictive performance superior to routine clinicopathologic parameters. Inspiringly, longitudinal ctDNA tracking could predict disease progression about 2 months ahead of radiologic or CA19-9 evaluations, with the potential to precisely devise individualized therapeutic strategies for mPDAC.
Collapse
Affiliation(s)
- Lei Huang
- Medical Center on Aging of Ruijin Hospital, MCARJH, Shanghai Jiaotong University School of Medicine, 197 Ruijin Er Road, Shanghai, 200025, China.
- Department of Oncology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China.
| | - Yao Lv
- Department of Medical Oncology, Chinese PLA General Hospital, 28 Fuxing Road, Beijing, 100853, China
| | - Shasha Guan
- Department of Medical Oncology, Chinese PLA General Hospital, 28 Fuxing Road, Beijing, 100853, China
| | - Huan Yan
- Department of Medical Oncology, Chinese PLA General Hospital, 28 Fuxing Road, Beijing, 100853, China
| | - Lu Han
- Department of Medical Oncology, Chinese PLA General Hospital, 28 Fuxing Road, Beijing, 100853, China
| | - Zhikuan Wang
- Department of Medical Oncology, Chinese PLA General Hospital, 28 Fuxing Road, Beijing, 100853, China.
| | - Quanli Han
- Department of Medical Oncology, Chinese PLA General Hospital, 28 Fuxing Road, Beijing, 100853, China.
| | - Guanghai Dai
- Department of Medical Oncology, Chinese PLA General Hospital, 28 Fuxing Road, Beijing, 100853, China.
| | - Yan Shi
- Department of General Surgery, Shanghai Seventh People's Hospital, Shanghai University of Traditional Chinese Medicine, 358 Datong Road, Gaoqiao Town, Shanghai, 200137, China.
| |
Collapse
|
26
|
Pant S, Wainberg ZA, Weekes CD, Furqan M, Kasi PM, Devoe CE, Leal AD, Chung V, Basturk O, VanWyk H, Tavares AM, Seenappa LM, Perry JR, Kheoh T, McNeil LK, Welkowsky E, DeMuth PC, Haqq CM, O'Reilly EM. Lymph-node-targeted, mKRAS-specific amphiphile vaccine in pancreatic and colorectal cancer: the phase 1 AMPLIFY-201 trial. Nat Med 2024; 30:531-542. [PMID: 38195752 PMCID: PMC10878978 DOI: 10.1038/s41591-023-02760-3] [Citation(s) in RCA: 62] [Impact Index Per Article: 62.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2023] [Accepted: 12/11/2023] [Indexed: 01/11/2024]
Abstract
Pancreatic and colorectal cancers are often KRAS mutated and are incurable when tumor DNA or protein persists or recurs after curative intent therapy. Cancer vaccine ELI-002 2P enhances lymph node delivery and immune response using amphiphile (Amph) modification of G12D and G12R mutant KRAS (mKRAS) peptides (Amph-Peptides-2P) together with CpG oligonucleotide adjuvant (Amph-CpG-7909). We treated 25 patients (20 pancreatic and five colorectal) who were positive for minimal residual mKRAS disease (ctDNA and/or serum tumor antigen) after locoregional treatment in a phase 1 study of fixed-dose Amph-Peptides-2P and ascending-dose Amph-CpG-7909; study enrollment is complete with patient follow-up ongoing. Primary endpoints included safety and recommended phase 2 dose (RP2D). The secondary endpoint was tumor biomarker response (longitudinal ctDNA or tumor antigen), with exploratory endpoints including immunogenicity and relapse-free survival (RFS). No dose-limiting toxicities were observed, and the RP2D was 10.0 mg of Amph-CpG-7909. Direct ex vivo mKRAS-specific T cell responses were observed in 21 of 25 patients (84%; 59% both CD4+ and CD8+); tumor biomarker responses were observed in 21 of 25 patients (84%); biomarker clearance was observed in six of 25 patients (24%; three pancreatic and three colorectal); and the median RFS was 16.33 months. Efficacy correlated with T cell responses above or below the median fold increase over baseline (12.75-fold): median tumor biomarker reduction was -76.0% versus -10.2% (P < 0.0014), and the median RFS was not reached versus 4.01 months (hazard ratio = 0.14; P = 0.0167). ELI-002 2P was safe and induced considerable T cell responses in patients with immunotherapy-recalcitrant KRAS-mutated tumors. ClinicalTrials.gov identifier: NCT04853017 .
Collapse
Affiliation(s)
- Shubham Pant
- The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
| | - Zev A Wainberg
- University of California, Los Angeles, Los Angeles, CA, USA
| | | | | | | | | | - Alexis D Leal
- University of Colorado School of Medicine, Aurora, CO, USA
| | | | - Olca Basturk
- Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | | | | | | | | | | | | | | | | | | | | |
Collapse
|
27
|
Shah D, Wells A, Cox M, Dawravoo K, Abad J, D’Souza A, Suh G, Bayer R, Chaudhry S, Zhang Q, Cristofanilli M, Bentrem D, Chawla A. Prospective Evaluation of Circulating Tumor DNA using Next Generation Sequencing as a Biomarker during Neoadjuvant Chemotherapy in Localized Pancreatic Cancer. Ann Surg 2024:00000658-990000000-00753. [PMID: 38258582 PMCID: PMC11263501 DOI: 10.1097/sla.0000000000006209] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2024]
Abstract
OBJECTIVE In this prospective study, we aim to characterize the prognostic value of circulating tumor DNA (ctDNA) by next-generation-sequencing (NGS) in patients undergoing neoadjuvant chemotherapy (NAC) for pancreatic ductal adenocarcinoma (PDAC). SUMMARY BACKGROUND DATA Circulating tumor DNA is a promising blood-based biomarker that is prognostic in several malignancies. Detection of ctDNA by NGS may provide insights regarding the mutational profiles in PDAC to help guide clinical decisions for patients in a potentially curative setting. However, the utility of ctDNA as a biomarker in localized PDAC remains unclear. METHODS Patients with localized PDAC were enrolled in a prospective study at Northwestern Medicine between October 2020 and October 2022. Blood samples were collected to perform targeted tumor agnostic NGS utilizing the Tempus x|F 105 gene panel at three timepoints: pre-therapy (at diagnosis), post-NAC, and after local therapy, including surgery. The relationship between ctDNA detection and CA19-9, and the prognostic significance of ctDNA detection were analyzed. RESULTS 56 patients were included in the analysis. ctDNA was detectable in 48% at diagnosis, 33% post-NAC, and 41% after local therapy. After completion of NAC, patients with detectable ctDNA had higher CA19-9 levels versus those without (78.4 vs. 30.0, P=0.02). The presence of baseline ctDNA was associated with a CA19-9 response; those without ctDNA had a significant CA19-9 response following NAC (109.0 U/mL vs. 31.5 U/mL; P=0.01), while those with ctDNA present at diagnosis did not (198.1 U/mL vs. 113.8 U/mL; P=0.77). In patients treated with NAC, the presence of KRAS ctDNA at diagnosis was associated with and independently predicted worse progression-free-survival. CONCLUSION This report demonstrates the prognostic value of ctDNA analysis with NGS in localized PDAC. NGS ctDNA is a biomarker of treatment response to NAC. KRAS ctDNA at diagnosis independently predicts worse survival in patients treated with NAC.
Collapse
Affiliation(s)
- Dhavan Shah
- Northwestern Quality Improvement, Research & Education in Surgery, Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Amy Wells
- Robert H. Lurie Comprehensive Cancer Center of Northwestern University, Chicago, IL
| | - Madison Cox
- Northwestern Medicine Cancer Centers, Northwestern Medicine Regional Medical Group, Winfield, IL
| | - Kevin Dawravoo
- Northwestern Medicine Cancer Centers, Northwestern Medicine Regional Medical Group, Winfield, IL
| | - John Abad
- Division of Surgical Oncology, Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL
- Northwestern Medicine Cancer Centers, Northwestern Medicine Regional Medical Group, Winfield, IL
| | - Arlene D’Souza
- Northwestern Medicine Cancer Centers, Northwestern Medicine Regional Medical Group, Winfield, IL
| | - Grace Suh
- Northwestern Medicine Cancer Centers, Northwestern Medicine Regional Medical Group, Winfield, IL
| | - Robert Bayer
- Northwestern Medicine Cancer Centers, Northwestern Medicine Regional Medical Group, Winfield, IL
| | - Sohail Chaudhry
- Northwestern Medicine Cancer Centers, Northwestern Medicine Regional Medical Group, Winfield, IL
| | - Qiang Zhang
- Robert H. Lurie Comprehensive Cancer Center of Northwestern University, Chicago, IL
| | - Massimo Cristofanilli
- Division of Medical Oncology, Internal Medicine Department, Weill Cornell Medicine, New York, NY
| | - David Bentrem
- Division of Surgical Oncology, Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL
- Robert H. Lurie Comprehensive Cancer Center of Northwestern University, Chicago, IL
| | - Akhil Chawla
- Northwestern Quality Improvement, Research & Education in Surgery, Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL
- Division of Surgical Oncology, Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL
- Northwestern Medicine Cancer Centers, Northwestern Medicine Regional Medical Group, Winfield, IL
- Robert H. Lurie Comprehensive Cancer Center of Northwestern University, Chicago, IL
| |
Collapse
|
28
|
Crucitta S, Pasqualetti F, Gonnelli A, Ruglioni M, Luculli GI, Cantarella M, Ortenzi V, Scatena C, Paiar F, Naccarato AG, Danesi R, Del Re M. IDH1 mutation is detectable in plasma cell-free DNA and is associated with survival outcome in glioma patients. BMC Cancer 2024; 24:31. [PMID: 38172718 PMCID: PMC10763009 DOI: 10.1186/s12885-023-11726-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Accepted: 12/07/2023] [Indexed: 01/05/2024] Open
Abstract
BACKGROUND Circulating cell-free DNA (cfDNA, liquid biopsy) is a powerful tool to detect molecular alterations. However, depending on tumor characteristics, biology and anatomic localization, cfDNA detection and analysis may be challenging. Gliomas are enclosed into an anatomic sanctuary, which obstacles the release of cfDNA into the peripheral blood. Therefore, the advantages of using liquid biopsy for brain tumors is still to be confirmed. The present study evaluates the ability of liquid biopsy to detect IDH1 mutations and its correlation with survival and clinical characteristics of glioma patients. METHODS Blood samples obtained from glioma patients were collected after surgery prior to the adjuvant therapy. cfDNA was extracted from plasma and IDH1 p.R132H mutation analysis was performed on a digital droplet PCR. χ2-test and Cohen k were used to assess the correlation between plasma and tissue IDH1 status, while Kaplan Meier curve and Cox regression analysis were applied to survival analysis. Statistical calculations were performed by MedCalc and GraphPad Prism software. RESULTS A total of 67 samples were collected. A concordance between IDH1 status in tissue and in plasma was found (p = 0.0024), and the presence of the IDH1 mutation both in tissue (138.8 months vs 24.4, p < 0.0001) and cfDNA (116.3 months vs 35.8, p = 0.016) was associated with longer median OS. A significant association between IDH1 mutation both in tissue and cfDNA, age, tumor grade and OS was demonstrated by univariate Cox regression analysis. No statistically significant association between IDH1 mutation and tumor grade was found (p = 0.10). CONCLUSIONS The present study demonstrates that liquid biopsy may be used in brain tumors to detect IDH1 mutation which represents an important prognostic biomarker in patients with different types of gliomas, being associated to OS.
Collapse
Affiliation(s)
- Stefania Crucitta
- Unit of Clinical Pharmacology and Pharmacogenetics, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Francesco Pasqualetti
- Radiation Oncology, Department of Medicine and Oncology, University of Pisa, Pisa, Italy
- Department of Oncology, University of Oxford, Oxford, UK
| | - Alessandra Gonnelli
- Radiation Oncology, Department of Medicine and Oncology, University of Pisa, Pisa, Italy
| | - Martina Ruglioni
- Unit of Clinical Pharmacology and Pharmacogenetics, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Giovanna Irene Luculli
- Unit of Clinical Pharmacology and Pharmacogenetics, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Martina Cantarella
- Radiation Oncology, Department of Medicine and Oncology, University of Pisa, Pisa, Italy
| | - Valerio Ortenzi
- Division of Pathology, Department of Translational Research & New Technologies in Medicine & Surgery, University of Pisa, Pisa, Italy
| | - Cristian Scatena
- Division of Pathology, Department of Translational Research & New Technologies in Medicine & Surgery, University of Pisa, Pisa, Italy
| | - Fabiola Paiar
- Radiation Oncology, Department of Medicine and Oncology, University of Pisa, Pisa, Italy
| | - Antonio Giuseppe Naccarato
- Division of Pathology, Department of Translational Research & New Technologies in Medicine & Surgery, University of Pisa, Pisa, Italy
| | - Romano Danesi
- Unit of Clinical Pharmacology and Pharmacogenetics, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy.
- Department of Oncology and Hemato-Oncology, University of Milano, Via Festa del Perdono, 7, Milano, 20122, Italy.
| | - Marzia Del Re
- Unit of Clinical Pharmacology and Pharmacogenetics, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| |
Collapse
|
29
|
Tharrun Daniel Paul L, Munuswamy-Ramanujam G, Kumar RCS, Ramachandran V, Gnanasampanthapandian D, Palaniyandi K. Recent advancement in molecular markers of pancreatic cancer. BIOMARKERS IN CANCER DETECTION AND MONITORING OF THERAPEUTICS 2024:121-149. [DOI: 10.1016/b978-0-323-95114-2.00025-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/04/2025]
|
30
|
Satoi S, Yamamoto T, Hashimoto D, Yamaki S, Matsui Y, Ikeura T, Boku S, Shibata N, Tsybulskyi D, Sekimoto M. Oncological role of surgical resection in patients with pancreatic ductal adenocarcinoma with liver-only synchronous metastases in a single-center retrospective study. J Gastrointest Oncol 2023; 14:2587-2599. [PMID: 38196535 PMCID: PMC10772699 DOI: 10.21037/jgo-23-655] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/05/2023] [Accepted: 11/05/2023] [Indexed: 01/11/2024] Open
Abstract
Background Surgical resection for liver-only synchronous metastases of pancreatic ductal adenocarcinoma remains controversial. We investigated the role of conversion surgery in patients with a favorable response to systemic chemotherapy. Methods Patients (n=49) were diagnosed liver-only synchronous metastases using staging laparoscopy or open laparotomy between 2007 and 2022. Clinical outcomes were retrospectively compared among patients who underwent conversion surgery (n=10), upfront surgery with or without short-term neoadjuvant chemotherapy (UpS/short NAC) for oligometastases and occult metastases limited to the liver (n=8), and chemotherapy only for resectable or borderline resectable disease with occult liver-only metastases (n=31). The surgical indication of conversion surgery was fixed as the ABC criteria, namely, Anatomical objective response of disappearance of liver metastases on imaging studies, Biological response of CA19-9 level decrease to ≤150 U/mL, and Conditional response of surgical fitness. In addition to the above ABC criteria, tumor disappearance at the liver was repeatedly confirmed using staging laparoscopy (laparoscopic response; L), and metabolic complete responses were confirmed using positron emission tomography-computed tomography (CT) (metabolic response; M). Results Median survival time from initial treatment was 9.9 months [95% confidence interval (CI): 8.3-10.9] in the chemotherapy group, 10.4 months (95% CI: 6.6-17.8) in the UpS/short NAC group, and 36.7 months (95% CI: 19.0-84.8) in the conversion surgery group (conversion surgery vs. UpS/short NAC, P=0.002; conversion surgery vs. chemotherapy, P<0.001; UpS/short NAC vs. chemotherapy, P=0.554). One patient in the UpS/short NAC group and three in the conversion surgery group achieved 5-year survival. Among them, two patients with initially multiple liver metastases (≥10) in the conversion surgery group survived beyond 5 years. Only conversion surgery was a significant independent prognostic factor in a total cohort (hazard ratio; 0.173, P=0.002). Conclusions Conversion surgery, but not UpS/short NAC, may enhance survival in patients with synchronous liver metastases and favorably anatomical, biological and conditional responses to systemic chemotherapy.
Collapse
Affiliation(s)
- Sohei Satoi
- Department of Surgery, Kansai Medical University, Osaka, Japan
- Division of Surgical Oncology, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | | | | | - So Yamaki
- Department of Surgery, Kansai Medical University, Osaka, Japan
| | - Yuki Matsui
- Department of Surgery, Kansai Medical University, Osaka, Japan
| | - Tsukasa Ikeura
- The Third Department of Internal Medicine, Kansai Medical University, Osaka, Japan
| | - Shogen Boku
- Cancer Treatment Center, Kansai Medical University Hospital, Osaka, Japan
| | - Nobuhiro Shibata
- Cancer Treatment Center, Kansai Medical University Hospital, Osaka, Japan
| | | | | |
Collapse
|
31
|
Poulet G, Hulot JS, Blanchard A, Bergerot D, Xiao W, Ginot F, Boutonnet-Rodat A, Justine A, Beinse G, Geromel V, Pellegrina L, Azizi M, Laurent-Puig P, Benhaim L, Taly V. Circadian rhythm and circulating cell-free DNA release on healthy subjects. Sci Rep 2023; 13:21675. [PMID: 38065990 PMCID: PMC10709451 DOI: 10.1038/s41598-023-47851-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Accepted: 11/19/2023] [Indexed: 12/18/2023] Open
Abstract
In the last decade, clinical studies have investigated the clinical relevance of circulating cell-free-DNA (ccfDNA) as a diagnostic and prognosis tool in various diseases including cancers. However, limited knowledge on ccfDNA biology restrains its full development in the clinical practice. To improve our understanding, we evaluated the impact of the circadian rhythm on ccfDNA release in healthy subjects over a 24-h period. 10 healthy female subjects underwent blood sampling at 8am and 20 healthy male subjects underwent serial blood sampling (8:00 AM, 9:00 AM, 12:00 PM, 4:00 PM, 8:00 PM, 12:00 AM, 4 AM (+ 1 Day) and 8 AM (+ 1 Day)). We performed digital droplet-based PCR (ddPCR) assays to target 2 DNA fragments (69 & 243 bp) located in the KRAS gene to determine the ccfDNA concentration and fragmentation profile. As control, half of the samples were re-analyzed by capillary miniaturized electrophoresis (BIAbooster system). Overall, we did not detect any influence of the circadian rhythm on ccfDNA release. Instead, we observed a decrease in the ccfDNA concentration after meal ingestion, suggesting either a post-prandial effect or a technical detection bias due to a higher plasma load in lipids and triglycerides. We also noticed a potential effect of gender, weight and creatinine levels on ccfDNA concentration.
Collapse
Affiliation(s)
- Geoffroy Poulet
- Université de Paris, UMR-S1138, CNRS SNC5096, Équipe Labélisée Ligue Nationale Contre le Cancer, Centre de Recherche des Cordeliers, Paris, France
- Eurofins-Biomnis, Gerland, Lyon, France
| | - Jean-Sébastien Hulot
- CIC1418 and DMU CARTE, AP-HP, Hôpital Européen Georges-Pompidou, 75015, Paris, France
| | - Anne Blanchard
- CIC1418 and DMU CARTE, AP-HP, Hôpital Européen Georges-Pompidou, 75015, Paris, France
| | - Damien Bergerot
- CIC1418 and DMU CARTE, AP-HP, Hôpital Européen Georges-Pompidou, 75015, Paris, France
| | - Wenjin Xiao
- Université de Paris, UMR-S1138, CNRS SNC5096, Équipe Labélisée Ligue Nationale Contre le Cancer, Centre de Recherche des Cordeliers, Paris, France
| | | | | | - Abdelli Justine
- Université de Paris, UMR-S1138, CNRS SNC5096, Équipe Labélisée Ligue Nationale Contre le Cancer, Centre de Recherche des Cordeliers, Paris, France
| | - Guillaume Beinse
- Université de Paris, UMR-S1138, CNRS SNC5096, Équipe Labélisée Ligue Nationale Contre le Cancer, Centre de Recherche des Cordeliers, Paris, France
| | | | | | - Michel Azizi
- CIC1418 and DMU CARTE, AP-HP, Hôpital Européen Georges-Pompidou, 75015, Paris, France
| | - Pierre Laurent-Puig
- Université de Paris, UMR-S1138, CNRS SNC5096, Équipe Labélisée Ligue Nationale Contre le Cancer, Centre de Recherche des Cordeliers, Paris, France
- Biochemistry Department - Unit of Pharmacogenetic and Molecular Oncology, Hôpital Européen Georges Pompidou (HEGP), Assistance Publique Hôpitaux de Paris (AP-HP), Paris, France
| | - Leonor Benhaim
- Université de Paris, UMR-S1138, CNRS SNC5096, Équipe Labélisée Ligue Nationale Contre le Cancer, Centre de Recherche des Cordeliers, Paris, France.
- Department of Visceral and Surgical Oncology, Gustave Roussy, Villejuif, France.
| | - Valerie Taly
- Université de Paris, UMR-S1138, CNRS SNC5096, Équipe Labélisée Ligue Nationale Contre le Cancer, Centre de Recherche des Cordeliers, Paris, France.
| |
Collapse
|
32
|
Jiang Z, Zheng X, Li M, Liu M. Improving the prognosis of pancreatic cancer: insights from epidemiology, genomic alterations, and therapeutic challenges. Front Med 2023; 17:1135-1169. [PMID: 38151666 DOI: 10.1007/s11684-023-1050-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2023] [Accepted: 11/15/2023] [Indexed: 12/29/2023]
Abstract
Pancreatic cancer, notorious for its late diagnosis and aggressive progression, poses a substantial challenge owing to scarce treatment alternatives. This review endeavors to furnish a holistic insight into pancreatic cancer, encompassing its epidemiology, genomic characterization, risk factors, diagnosis, therapeutic strategies, and treatment resistance mechanisms. We delve into identifying risk factors, including genetic predisposition and environmental exposures, and explore recent research advancements in precursor lesions and molecular subtypes of pancreatic cancer. Additionally, we highlight the development and application of multi-omics approaches in pancreatic cancer research and discuss the latest combinations of pancreatic cancer biomarkers and their efficacy. We also dissect the primary mechanisms underlying treatment resistance in this malignancy, illustrating the latest therapeutic options and advancements in the field. Conclusively, we accentuate the urgent demand for more extensive research to enhance the prognosis for pancreatic cancer patients.
Collapse
Affiliation(s)
- Zhichen Jiang
- State Key Laboratory of Molecular Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
- Department of General Surgery, Division of Gastroenterology and Pancreas, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, 310014, China
| | - Xiaohao Zheng
- Department of Pancreatic and Gastric Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
- Department of General Surgery, Beijing Friendship Hospital, Capital Medical University, Beijing, 100050, China
| | - Min Li
- Department of Medicine, The University of Oklahoma Health Sciences Center, Oklahoma City, OK, 73104, USA.
| | - Mingyang Liu
- State Key Laboratory of Molecular Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China.
| |
Collapse
|
33
|
Lockwood CM, Borsu L, Cankovic M, Earle JSL, Gocke CD, Hameed M, Jordan D, Lopategui JR, Pullambhatla M, Reuther J, Rumilla KM, Tafe LJ, Temple-Smolkin RL, Terraf P, Tsimberidou AM. Recommendations for Cell-Free DNA Assay Validations: A Joint Consensus Recommendation of the Association for Molecular Pathology and College of American Pathologists. J Mol Diagn 2023; 25:876-897. [PMID: 37806433 DOI: 10.1016/j.jmoldx.2023.09.004] [Citation(s) in RCA: 25] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2023] [Revised: 08/22/2023] [Accepted: 09/14/2023] [Indexed: 10/10/2023] Open
Abstract
Diagnosing, selecting therapy for, and monitoring cancer in patients using a minimally invasive blood test represents a significant advance in precision medicine. Wide variability exists in how circulating tumor DNA (ctDNA) assays are developed, validated, and reported in the literature, which hinders clinical adoption and may negatively impact patient care. Standardization is needed for factors affecting ctDNA assay performance and reporting, including pre-analytical variables, analytical considerations, and elements of laboratory assay reporting. The Association for Molecular Pathology Clinical Practice Committee's Liquid Biopsy Working Group (LBxWG), including organizational representation from the American Society of Clinical Oncology and the College of American Pathologists, has undertaken a full-text data extraction of 1228 ctDNA publications that describe assays performed in patients with lymphoma and solid tumor malignancies. With an emphasis on clinical assay validation, the LBxWG has developed a set of 13 best practice consensus recommendations for validating, reporting, and publishing clinical ctDNA assays. Recommendations include reporting key pre-analytical considerations and assay performance metrics; this analysis demonstrates these elements are inconsistently included in publications. The LBxWG recommendations are intended to assist clinical laboratories with validating and reporting ctDNA assays and to ensure high-quality data are included in publications. It is expected that these recommendations will need to be updated as the body of literature continues to mature.
Collapse
Affiliation(s)
- Christina M Lockwood
- Liquid Biopsy Working Group of the Clinical Practice Committee, Association for Molecular Pathology, Rockville, Maryland; Department of Laboratory Medicine and Pathology, University of Washington, Seattle, Washington; Brotman Baty Institute for Precision Medicine, Seattle, Washington.
| | - Laetitia Borsu
- Liquid Biopsy Working Group of the Clinical Practice Committee, Association for Molecular Pathology, Rockville, Maryland; Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Milena Cankovic
- Liquid Biopsy Working Group of the Clinical Practice Committee, Association for Molecular Pathology, Rockville, Maryland; Department of Pathology and Laboratory Medicine, Henry Ford Hospital, Detroit, Michigan
| | - Jonathan S L Earle
- Liquid Biopsy Working Group of the Clinical Practice Committee, Association for Molecular Pathology, Rockville, Maryland; Department of Pathology and Laboratory Medicine, Hartford Hospital, Hartford, Connecticut; Hartford Pathology Associates, Hartford, Connecticut
| | - Christopher D Gocke
- Liquid Biopsy Working Group of the Clinical Practice Committee, Association for Molecular Pathology, Rockville, Maryland; Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Meera Hameed
- Liquid Biopsy Working Group of the Clinical Practice Committee, Association for Molecular Pathology, Rockville, Maryland; Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | | | - Jean R Lopategui
- Liquid Biopsy Working Group of the Clinical Practice Committee, Association for Molecular Pathology, Rockville, Maryland; Department of Pathology and Laboratory Medicine, Cedars-Sinai Medical Center, Los Angeles, California
| | | | - Jacquelyn Reuther
- Liquid Biopsy Working Group of the Clinical Practice Committee, Association for Molecular Pathology, Rockville, Maryland; Invitae, San Francisco, California
| | - Kandelaria M Rumilla
- Liquid Biopsy Working Group of the Clinical Practice Committee, Association for Molecular Pathology, Rockville, Maryland; Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota
| | - Laura J Tafe
- Liquid Biopsy Working Group of the Clinical Practice Committee, Association for Molecular Pathology, Rockville, Maryland; Department of Pathology and Laboratory Medicine, Dartmouth-Hitchcock Medical Center, Lebanon, New Hampshire
| | | | - Panieh Terraf
- Liquid Biopsy Working Group of the Clinical Practice Committee, Association for Molecular Pathology, Rockville, Maryland; Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Apostolia M Tsimberidou
- Liquid Biopsy Working Group of the Clinical Practice Committee, Association for Molecular Pathology, Rockville, Maryland; Department of Investigational Cancer Therapeutics, Unit 455, The University of Texas MD Anderson Cancer Center, Houston, Texas
| |
Collapse
|
34
|
Alqahtani A, Alloghbi A, Coffin P, Yin C, Mukherji R, Weinberg BA. Prognostic utility of preoperative and postoperative KRAS-mutated circulating tumor DNA (ctDNA) in resected pancreatic ductal adenocarcinoma: A systematic review and meta-analysis. Surg Oncol 2023; 51:102007. [PMID: 37852124 DOI: 10.1016/j.suronc.2023.102007] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Revised: 09/26/2023] [Accepted: 09/28/2023] [Indexed: 10/20/2023]
Abstract
BACKGROUND Pancreatic ductal adenocarcinoma (PDAC) is a challenging disease, with surgery being the only possible cure. However, despite surgery, the majority of patients experience recurrence. Recent evidence suggests that perioperative KRAS-mutated circulating tumor DNA (ctDNA) may have prognostic value. Therefore, we conducted a systematic review and meta-analysis to explore the prognostic significance of preoperative and postoperative KRAS-mutated ctDNA testing in resected PDAC. METHODS We searched PubMed/MEDLINE, Embase, and Cochrane Central Register of Controlled Trials databases for studies that reported the effect of preoperative and postoperative KRAS-mutated ctDNA on overall survival (OS) and/or relapse-free survival (RFS) in resected PDAC. We used a random-effects model to determine the pooled OS and RFS hazard ratios (HR) and their corresponding 95 % confidence intervals (CI). RESULTS We identified 15 studies (868 patients) eligible for analysis. In the preoperative setting, positive ctDNA correlated with worse RFS in 8 studies (HR, 2.067; 95 % CI, 1.346-3.174, P < 0.001) and worse OS in 10 studies (HR, 2.170; 95 % CI, 1.451-3.245, P < 0.001) compared to negative ctDNA. In the postoperative setting, positive ctDNA correlated with worse RFS across 9 studies (HR, 3.32; 95 % CI, 2.19-5.03, P < 0.001) and worse OS in 6 studies (HR, 6.62; 95 % CI, 2.18-20.16, P < 0.001) compared to negative ctDNA. CONCLUSION Our meta-analysis supports the utility of preoperative and postoperative KRAS-mutated ctDNA testing as a prognostic marker for resected PDAC. Further controlled studies are warranted to confirm these results and to investigate the potential therapeutic implications of positive KRAS-mutated ctDNA.
Collapse
Affiliation(s)
- Ali Alqahtani
- The Ruesch Center for the Cure of Gastrointestinal Cancers, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC, 20057, USA; Medical Oncology Department, King Faisal Specialist Hospital and Research Center, Riyadh, Saudi Arabia
| | - Abdurahman Alloghbi
- Cancer Research Unit and Department of Oncology, King Khalid University, Abha, Saudi Arabia
| | - Philip Coffin
- Department of Internal Medicine, Georgetown University Medical Center, Washington, DC, 20057, USA
| | - Chao Yin
- The Ruesch Center for the Cure of Gastrointestinal Cancers, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC, 20057, USA
| | - Reetu Mukherji
- The Ruesch Center for the Cure of Gastrointestinal Cancers, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC, 20057, USA
| | - Benjamin A Weinberg
- The Ruesch Center for the Cure of Gastrointestinal Cancers, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC, 20057, USA.
| |
Collapse
|
35
|
Vidal L, Pando E, Blanco L, Fabregat-Franco C, Castet F, Sierra A, Macarulla T, Balsells J, Charco R, Vivancos A. Liquid biopsy after resection of pancreatic adenocarcinoma and its relation to oncological outcomes. Systematic review and meta-analysis. Cancer Treat Rev 2023; 120:102604. [PMID: 37572593 DOI: 10.1016/j.ctrv.2023.102604] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2023] [Revised: 08/02/2023] [Accepted: 08/04/2023] [Indexed: 08/14/2023]
Abstract
BACKGROUND It has been hypothesised that manipulation during surgery releases tumoral components into circulation. We investigate the effect of surgery on plasma-borne DNA biomarkers and the oncological outcomes in resectable pancreatic ductal adenocarcinoma (PDAC). We also compare non-touch isolation techniques (NTIT) with standard techniques. MATERIALS AND METHODS We performed a systematic review and a meta-analysis of studies analysing liquid biopsy as circulating tumour DNA (ctDNA), circulating tumour cells (CTCs), and messenger RNA (mRNA) in resectable PDAC patients who underwent surgery and its association with overall survival (OS) and disease-free survival (DFS). Research in EMBASE, Web of Science and PubMed was performed. The ctDNA shift negative-to-positive (ctDNA -/+) or ctDNA shift positive-to-negative (ctDNA +/-) before and after surgery was evaluated. RESULTS Twelve studies comprising 413 patients were included. Shorter OS and DFS were identified in patients with positive ctDNA status before (HR = 2.28, p = 0.005 and HR = 2.16, p = 0.006) or after surgery (HR = 3.88, p < 0.0001 and HR = 3.81, p = 0.03), respectively. Surgical resection increased the rate of ctDNA +/-. There were no differences in OS or DFS in the ctDNA +/- group compared with ctDNA +/+ or ctDNA -/+. However, there was a trend to shorter OS in the ctDNA -/+ group (HR = 5.00, p = 0.09). No differences between NTIT and standard techniques on liquid biopsy status were found. CONCLUSION Positive ctDNA in the perioperative period is associated with a worse prognosis. Surgical resection has a role in the negativisation of liquid biopsy status. More studies are needed to assess the potential of minimally invasive techniques on ctDNA dynamics.
Collapse
Affiliation(s)
- Laura Vidal
- Department of HPB and Transplant Surgery, Vall d'Hebron University Hospital, Barcelona, Spain; Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Elizabeth Pando
- Department of HPB and Transplant Surgery, Vall d'Hebron University Hospital, Barcelona, Spain; Universitat Autònoma de Barcelona, Barcelona, Spain.
| | - Laia Blanco
- Department of HPB and Transplant Surgery, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Carles Fabregat-Franco
- Gastrointestinal and Endocrine Tumour Unit, Vall d'Hebron Institute of Oncology (VHIO), Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - Florian Castet
- Gastrointestinal and Endocrine Tumour Unit, Vall d'Hebron Institute of Oncology (VHIO), Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - Alexandre Sierra
- Gastrointestinal and Endocrine Tumour Unit, Vall d'Hebron Institute of Oncology (VHIO), Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - Teresa Macarulla
- Gastrointestinal and Endocrine Tumour Unit, Vall d'Hebron Institute of Oncology (VHIO), Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - Joaquim Balsells
- Department of HPB and Transplant Surgery, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Ramón Charco
- Department of HPB and Transplant Surgery, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Ana Vivancos
- Cancer Genomics Lab, Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
| |
Collapse
|
36
|
Wang K, Wang X, Pan Q, Zhao B. Liquid biopsy techniques and pancreatic cancer: diagnosis, monitoring, and evaluation. Mol Cancer 2023; 22:167. [PMID: 37803304 PMCID: PMC10557192 DOI: 10.1186/s12943-023-01870-3] [Citation(s) in RCA: 34] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Accepted: 09/25/2023] [Indexed: 10/08/2023] Open
Abstract
Pancreatic cancer (PC) is one of the most common malignancies. Surgical resection is a potential curative approach for PC, but most patients are unsuitable for operations when at the time of diagnosis. Even with surgery, some patients may still experience tumour metastasis during the operation or shortly after surgery, as precise prognosis evaluation is not always possible. If patients miss the opportunity for surgery and resort to chemotherapy, they may face the challenging issue of chemotherapy resistance. In recent years, liquid biopsy has shown promising prospects in disease diagnosis, treatment monitoring, and prognosis assessment. As a noninvasive detection method, liquid biopsy offers advantages over traditional diagnostic procedures, such as tissue biopsy, in terms of both cost-effectiveness and convenience. The information provided by liquid biopsy helps clinical practitioners understand the molecular mechanisms underlying tumour occurrence and development, enabling the formulation of more precise and personalized treatment decisions for each patient. This review introduces molecular biomarkers and detection methods in liquid biopsy for PC, including circulating tumour cells (CTCs), circulating tumour DNA (ctDNA), noncoding RNAs (ncRNAs), and extracellular vesicles (EVs) or exosomes. Additionally, we summarize the applications of liquid biopsy in the early diagnosis, treatment response, resistance assessment, and prognostic evaluation of PC.
Collapse
Affiliation(s)
- Kangchun Wang
- Department of Organ Transplantation and Hepatobiliary, The First Affiliated Hospital of China Medical University, Shenyang, 110001, China
| | - Xin Wang
- Movement System Injury and Repair Research Center, Xiangya Hospital, Central South University, Changsha, 410008, China
| | - Qi Pan
- Department of Organ Transplantation and Hepatobiliary, The First Affiliated Hospital of China Medical University, Shenyang, 110001, China.
| | - Bei Zhao
- Department of Ultrasound, The Third Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510150, China.
| |
Collapse
|
37
|
Roesel R, Deantonio L, Bernardi L, Garo ML, Majno-Hurst P, Vannelli A, Cefalì M, Palmarocchi MC, Valli MC, Pesola G, Cristaudi A, De Dosso S. Neo-Adjuvant Treatment in Primary Resectable Pancreatic Cancer: A Systematic Review and PRISMA-Compliant Updated Metanalysis of Oncological Outcomes. Cancers (Basel) 2023; 15:4627. [PMID: 37760596 PMCID: PMC10526896 DOI: 10.3390/cancers15184627] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2023] [Accepted: 09/14/2023] [Indexed: 09/29/2023] Open
Abstract
BACKGROUND Despite advances in treatment, the prognosis of resectable pancreatic adenocarcinoma remains poor. Neoadjuvant therapy (NAT) has gained great interest in hopes of improving survival. However, the results of available studies based on different treatment approaches, such as chemotherapy and chemoradiotherapy, showed contrasting results. The aim of this systematic review and meta-analysis is to clarify the benefit of NAT compared to upfront surgery (US) in primarily resectable pancreatic adenocarcinoma. METHODS A PRISMA literature review identified 139 studies, of which 15 were finally included in the systematic review and meta-analysis. All data from eligible articles was summarized in a systematic summary and then used for the meta-analysis. Specifically, we used HR for OS and DFS and risk estimates (odds ratios) for the R0 resection rate and the N+ rate. The risk of bias was correctly assessed according to the nature of the studies included. RESULTS From the pooled HRs, OS for NAT patients was better, with an HR for death of 0.80 (95% CI: 0.72-0.90) at a significance level of less than 1%. In the sub-group analysis, no difference was found between patients treated with chemoradiotherapy or chemotherapy exclusively. The meta-analysis of seven studies that reported DFS for NAT resulted in a pooled HR for progression of 0.66 (95% CI: 0.56-0.79) with a significance level of less than 1%. A significantly lower risk of positive lymph nodes (OR: 0.45; 95% CI: 0.32-0.63) and an improved R0 resection rate (OR: 1.70; 95% CI: 1.23-2.36) were also found in patients treated with NAT, despite high heterogeneity. CONCLUSIONS NAT is associated with improved survival for patients with resectable pancreatic adenocarcinoma; however, the optimal treatment strategy has yet to be defined, and further studies are required.
Collapse
Affiliation(s)
- Raffaello Roesel
- Department of Visceral Surgery, Hospital of Lugano (EOC), 6900 Lugano, Switzerland (P.M.-H.); (A.C.)
| | - Letizia Deantonio
- Radiation Oncology Department, Oncology Institute of Southern Switzerland (IOSI), EOC, 6500 Bellinzona, Switzerland; (L.D.); (M.C.V.)
- Faculty of Biomedical Sciences, Università della Svizzera Italiana (USI), 6900 Lugano, Switzerland
| | - Lorenzo Bernardi
- Department of Visceral Surgery, Hospital of Lugano (EOC), 6900 Lugano, Switzerland (P.M.-H.); (A.C.)
| | | | - Pietro Majno-Hurst
- Department of Visceral Surgery, Hospital of Lugano (EOC), 6900 Lugano, Switzerland (P.M.-H.); (A.C.)
- Faculty of Biomedical Sciences, Università della Svizzera Italiana (USI), 6900 Lugano, Switzerland
| | - Alberto Vannelli
- Department of General Surgery, Ospedale Valduce, 22100 Como, Italy;
| | - Marco Cefalì
- Medical Oncology Department, Oncology Institute of Southern Switzerland (IOSI), EOC, 6500 Bellinzona, Switzerland; (M.C.); (M.C.P.); (G.P.)
| | - Maria Celeste Palmarocchi
- Medical Oncology Department, Oncology Institute of Southern Switzerland (IOSI), EOC, 6500 Bellinzona, Switzerland; (M.C.); (M.C.P.); (G.P.)
| | - Maria Carla Valli
- Radiation Oncology Department, Oncology Institute of Southern Switzerland (IOSI), EOC, 6500 Bellinzona, Switzerland; (L.D.); (M.C.V.)
| | - Guido Pesola
- Medical Oncology Department, Oncology Institute of Southern Switzerland (IOSI), EOC, 6500 Bellinzona, Switzerland; (M.C.); (M.C.P.); (G.P.)
| | - Alessandra Cristaudi
- Department of Visceral Surgery, Hospital of Lugano (EOC), 6900 Lugano, Switzerland (P.M.-H.); (A.C.)
| | - Sara De Dosso
- Faculty of Biomedical Sciences, Università della Svizzera Italiana (USI), 6900 Lugano, Switzerland
- Medical Oncology Department, Oncology Institute of Southern Switzerland (IOSI), EOC, 6500 Bellinzona, Switzerland; (M.C.); (M.C.P.); (G.P.)
| |
Collapse
|
38
|
van Oosten AF, Daamen LA, Groot VP, Biesma NC, Habib JR, van Goor IWJM, Kinny-Köster B, Burkhart RA, Wolfgang CL, van Santvoort HC, He J, Molenaar IQ. Predicting post-recurrence survival for patients with pancreatic cancer recurrence after primary resection: A Bi-institutional validated risk classification. EUROPEAN JOURNAL OF SURGICAL ONCOLOGY 2023; 49:106910. [PMID: 37173152 DOI: 10.1016/j.ejso.2023.04.009] [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: 09/12/2022] [Revised: 03/07/2023] [Accepted: 04/19/2023] [Indexed: 05/15/2023]
Abstract
BACKGROUND Over 80% of patients will develop disease recurrence after radical resection of pancreatic ductal adenocarcinoma (PDAC). This study aims to develop and validate a clinical risk score predicting post-recurrence survival (PRS) at time of recurrence. METHODS All patients who had recurrence after undergoing pancreatectomy for PDAC at the Johns Hopkins Hospital or at the Regional Academic Cancer Center Utrecht during the study period were included. Cox proportional hazard model was used to develop the risk model. Performance of the final model was assessed in a test set after internal validation. RESULTS Of 718 resected PDAC patients, 72% had recurrence after a median follow-up of 32 months. The median overall survival was 21 months and the median PRS was 9 months. Prognostic factors associated with shorter PRS were age (hazard ratio [HR] 1.02; 95% confidence interval [95%CI] 1.00-1.04), multiple-site recurrence (HR 1.57; 95%CI 1.08-2.28), and symptoms at time of recurrence (HR 2.33; 95%CI 1.59-3.41). Recurrence-free survival longer than 12 months (HR 0.55; 95%CI 0.36-0.83), FOLFIRINOX and gemcitabine-based adjuvant chemotherapy (HR 0.45; 95%CI 0.25-0.81; HR 0.58; 95%CI 0.26-0.93, respectively) were associated with a longer PRS. The resulting risk score had a good predictive accuracy (C-index: 0.73). CONCLUSION This study developed a clinical risk score based on an international cohort that predicts PRS in patients who underwent surgical resection for PDAC. This risk score will become available on www.evidencio.com and can help clinicians with patient counseling on prognosis.
Collapse
Affiliation(s)
- A Floortje van Oosten
- Department of Surgery, Regional Academic Cancer Center Utrecht, UMC Utrecht Cancer Center & St. Antonius Hospital Nieuwegein, the Netherlands; Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Lois A Daamen
- Department of Surgery, Regional Academic Cancer Center Utrecht, UMC Utrecht Cancer Center & St. Antonius Hospital Nieuwegein, the Netherlands; Division of Imaging and Oncology, University Medical Center Utrecht Cancer Center, Utrecht University, Utrecht, the Netherlands
| | - Vincent P Groot
- Department of Surgery, Regional Academic Cancer Center Utrecht, UMC Utrecht Cancer Center & St. Antonius Hospital Nieuwegein, the Netherlands
| | - Nanske C Biesma
- Department of Surgery, Regional Academic Cancer Center Utrecht, UMC Utrecht Cancer Center & St. Antonius Hospital Nieuwegein, the Netherlands
| | - Joseph R Habib
- Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Iris W J M van Goor
- Department of Surgery, Regional Academic Cancer Center Utrecht, UMC Utrecht Cancer Center & St. Antonius Hospital Nieuwegein, the Netherlands
| | - Benedict Kinny-Köster
- Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD, USA; Department of Surgery, New York University Langone Medical Center, New York City, NY, USA
| | - Richard A Burkhart
- Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Christopher L Wolfgang
- Department of Surgery, New York University Langone Medical Center, New York City, NY, USA
| | - Hjalmar C van Santvoort
- Department of Surgery, Regional Academic Cancer Center Utrecht, UMC Utrecht Cancer Center & St. Antonius Hospital Nieuwegein, the Netherlands
| | - Jin He
- Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - I Quintus Molenaar
- Department of Surgery, Regional Academic Cancer Center Utrecht, UMC Utrecht Cancer Center & St. Antonius Hospital Nieuwegein, the Netherlands.
| |
Collapse
|
39
|
Edland KH, Tjensvoll K, Oltedal S, Dalen I, Lapin M, Garresori H, Glenjen N, Gilje B, Nordgård O. Monitoring of circulating tumour DNA in advanced pancreatic ductal adenocarcinoma predicts clinical outcome and reveals disease progression earlier than radiological imaging. Mol Oncol 2023; 17:1857-1870. [PMID: 37341038 PMCID: PMC10483602 DOI: 10.1002/1878-0261.13472] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Revised: 05/03/2023] [Accepted: 06/19/2023] [Indexed: 06/22/2023] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is a lethal disease with a need for better tools to guide treatment selection and follow-up. The aim of this prospective study was to investigate the prognostic value and treatment monitoring potential of longitudinal circulating tumour DNA (ctDNA) measurements in patients with advanced PDAC undergoing palliative chemotherapy. Using KRAS peptide nucleic acid clamp-PCR, we measured ctDNA levels in plasma samples obtained at baseline and every 4 weeks during chemotherapy from 81 patients with locally advanced and metastatic PDAC. Cox proportional hazard regression showed that ctDNA detection at baseline was an independent predictor of progression-free and overall survival. Joint modelling demonstrated that the dynamic ctDNA level was a strong predictor of time to first disease progression. Longitudinal ctDNA measurements during chemotherapy successfully revealed disease progression in 20 (67%) of 30 patients with ctDNA detected at baseline, with a median lead time of 23 days (P = 0.01) over radiological imaging. Here, we confirmed the clinical relevance of ctDNA in advanced PDAC with regard to both the prediction of clinical outcome and disease monitoring during treatment.
Collapse
Affiliation(s)
| | - Kjersti Tjensvoll
- Department of Hematology and OncologyStavanger University HospitalNorway
| | - Satu Oltedal
- Department of Hematology and OncologyStavanger University HospitalNorway
| | - Ingvild Dalen
- Section of Biostatistics, Department of ResearchStavanger University HospitalNorway
| | - Morten Lapin
- Department of Hematology and OncologyStavanger University HospitalNorway
| | - Herish Garresori
- Department of Hematology and OncologyStavanger University HospitalNorway
| | - Nils Glenjen
- Department of OncologyHaukeland University HospitalBergenNorway
| | - Bjørnar Gilje
- Department of Hematology and OncologyStavanger University HospitalNorway
| | - Oddmund Nordgård
- Department of Hematology and OncologyStavanger University HospitalNorway
- Department of Chemistry, Bioscience and Environmental Technology, Faculty of Science and TechnologyUniversity of StavangerNorway
| |
Collapse
|
40
|
Lee MS, Kaseb AO, Pant S. The Emerging Role of Circulating Tumor DNA in Non-Colorectal Gastrointestinal Cancers. Clin Cancer Res 2023; 29:3267-3274. [PMID: 37092904 DOI: 10.1158/1078-0432.ccr-22-3626] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Revised: 02/09/2023] [Accepted: 03/31/2023] [Indexed: 04/25/2023]
Abstract
Assays to detect circulating tumor DNA (ctDNA) have multiple clinically important applications in management of multiple types of gastrointestinal cancers. Different methodologies of ctDNA detection have varying sensitivities and potential applications in different contexts. For patients with localized cancers treated for curative intent, ctDNA detection is associated with prognosis in multiple cancer types, and persistent detection of ctDNA after surgical resection is highly concerning for minimal residual disease (MRD) and forebodes impending radiographic and clinical recurrence. CtDNA assays for comprehensive genomic profiling enable genotyping of cancers in the absence of tumor tissue data, and longitudinal testing can also characterize clonal evolution and emergence of putative resistance mechanisms upon treatment with targeted agents. These applications have proven instructive in patients with HER2-amplified gastric and esophageal cancers and in patients with FGFR2 fusion cholangiocarcinomas. In this review, we summarize data supporting the role of ctDNA as a novel predictive and prognostic biomarker and potential impacts on current management of patients with pancreatic, gastroesophageal, and hepatobiliary cancers.
Collapse
Affiliation(s)
- Michael S Lee
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Ahmed O Kaseb
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Shubham Pant
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| |
Collapse
|
41
|
Ma Y, Gan J, Bai Y, Cao D, Jiao Y. Minimal residual disease in solid tumors: an overview. Front Med 2023; 17:649-674. [PMID: 37707677 DOI: 10.1007/s11684-023-1018-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2023] [Accepted: 06/24/2023] [Indexed: 09/15/2023]
Abstract
Minimal residual disease (MRD) is termed as the small numbers of remnant tumor cells in a subset of patients with tumors. Liquid biopsy is increasingly used for the detection of MRD, illustrating the potential of MRD detection to provide more accurate management for cancer patients. As new techniques and algorithms have enhanced the performance of MRD detection, the approach is becoming more widely and routinely used to predict the prognosis and monitor the relapse of cancer patients. In fact, MRD detection has been shown to achieve better performance than imaging methods. On this basis, rigorous investigation of MRD detection as an integral method for guiding clinical treatment has made important advances. This review summarizes the development of MRD biomarkers, techniques, and strategies for the detection of cancer, and emphasizes the application of MRD detection in solid tumors, particularly for the guidance of clinical treatment.
Collapse
Affiliation(s)
- Yarui Ma
- State Key Laboratory of Molecular Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Jingbo Gan
- Genetron Health (Beijing) Co. Ltd., Beijing, 102206, China
| | - Yinlei Bai
- Genetron Health (Beijing) Co. Ltd., Beijing, 102206, China
| | - Dandan Cao
- Genetron Health (Beijing) Co. Ltd., Beijing, 102206, China
| | - Yuchen Jiao
- State Key Laboratory of Molecular Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China.
| |
Collapse
|
42
|
Shabunin AV, Ptushkin VV, Tavobilov MM, Titov KS, Kobzev JN, Karpov AA, Kudryash EB. The role of circulating tumor DNA in diagnosis and optimization of treatment of localized and local pancreatic cancer. RUSSIAN JOURNAL OF BIOTHERAPY 2023; 22:27-33. [DOI: 10.17650/1726-9784-2023-22-2-27-33] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/05/2025]
Abstract
Pancreatic cancer (PC) is a malignant highly aggressive tumor that arises and grows under conditions of inflammation and tissue hypoxia. In PC, one of the key processes in progression is epithelial-mesenchymal transition, which leads to early dissemination and rapid realization of metastatic disease, which accounts for low overall survival rates. The tumor, by releasing a wide range of different molecules (circulating DNA, exosomes, proteins and lipids), allows to identify and use them as potential, diagnostic and prognostic biomarkers.This review introduces readers to the liquid biopsy technique. The main applications of the technique in patients with ductal adenocarcinoma of the pancreas are shown. Liquid biopsy is a modern diagnostic method of molecular oncology, the principle of which is to detect circulating tumor cells, DNA, exosomes in biological fluids. Publications evaluating the potential of the method to assess minimal residual disease, evaluate tumor response to systemic therapy, and determine prognosis are discussed. Liquid biopsy is particularly relevant in cases of malignant tumors of difficult localization, in particular, PC. Modern methods of morphological verification of pancreatic tumors (fine needle biopsy under endosonographic control and percutaneous biopsy) have essential disadvantages: low information value, multiple repeated interventions, postmanipulative complications (pancreatitis, bleeding, etc.). Taking into consideration obvious advantages and perspectives of this method over traditional methods of morphological verification, liquid biopsy seems to be a promising diagnostic tool in personalized oncology for pancreatic cancer.
Collapse
Affiliation(s)
- A. V. Shabunin
- Botkin City Clinical Hospital of the Moscow Healhcare Department; Russian Medical Academy of Continuous Professional Education
| | - V. V. Ptushkin
- Botkin City Clinical Hospital of the Moscow Healhcare Department; Pirogov Russian National Research Medical University
| | - M. M. Tavobilov
- Botkin City Clinical Hospital of the Moscow Healhcare Department; Russian Medical Academy of Continuous Professional Education
| | - K. S. Titov
- Botkin City Clinical Hospital of the Moscow Healhcare Department; RUDN University
| | - Ju. N. Kobzev
- Botkin City Clinical Hospital of the Moscow Healhcare Department
| | - A. A. Karpov
- Botkin City Clinical Hospital of the Moscow Healhcare Department
| | - E. B. Kudryash
- Russian Medical Academy of Continuous Professional Education
| |
Collapse
|
43
|
Cohen SA, Liu MC, Aleshin A. Practical recommendations for using ctDNA in clinical decision making. Nature 2023; 619:259-268. [PMID: 37438589 DOI: 10.1038/s41586-023-06225-y] [Citation(s) in RCA: 67] [Impact Index Per Article: 33.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2022] [Accepted: 05/16/2023] [Indexed: 07/14/2023]
Abstract
The continuous improvement in cancer care over the past decade has led to a gradual decrease in cancer-related deaths. This is largely attributed to improved treatment and disease management strategies. Early detection of recurrence using blood-based biomarkers such as circulating tumour DNA (ctDNA) is being increasingly used in clinical practice. Emerging real-world data shows the utility of ctDNA in detecting molecular residual disease and in treatment-response monitoring, helping clinicians to optimize treatment and surveillance strategies. Many studies have indicated ctDNA to be a sensitive and specific biomarker for recurrence. However, most of these studies are largely observational or anecdotal in nature, and peer-reviewed data regarding the use of ctDNA are mainly indication-specific. Here we provide general recommendations on the clinical utility of ctDNA and how to interpret ctDNA analysis in different treatment settings, especially in patients with solid tumours. Specifically, we provide an understanding around the implications, strengths and limitations of this novel biomarker and how to best apply the results in clinical practice.
Collapse
Affiliation(s)
- Stacey A Cohen
- Fred Hutchinson Cancer Center, Seattle, WA, USA.
- University of Washington, Seattle, WA, USA.
| | | | | |
Collapse
|
44
|
Seelen LWF, Floortje van Oosten A, Brada LJH, Groot VP, Daamen LA, Walma MS, van der Lek BF, Liem MSL, Patijn GA, Stommel MWJ, van Dam RM, Koerkamp BG, Busch OR, de Hingh IHJT, van Eijck CHJ, Besselink MG, Burkhart RA, Borel Rinkes IHM, Wolfgang CL, Molenaar IQ, He J, van Santvoort HC. Early Recurrence After Resection of Locally Advanced Pancreatic Cancer Following Induction Therapy: An International Multicenter Study. Ann Surg 2023; 278:118-126. [PMID: 35950757 DOI: 10.1097/sla.0000000000005666] [Citation(s) in RCA: 27] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVE To establish an evidence-based cutoff and predictors for early recurrence in patients with resected locally advanced pancreatic cancer (LAPC). BACKGROUND It is unclear how many and which patients develop early recurrence after LAPC resection. Surgery in these patients is probably of little benefit. METHODS We analyzed all consecutive patients undergoing resection of LAPC after induction chemotherapy who were included in prospective databases in The Netherlands (2015-2019) and the Johns Hopkins Hospital (2016-2018). The optimal definition for "early recurrence" was determined by the post-recurrence survival (PRS). Patients were compared for overall survival (OS). Predictors for early recurrence were evaluated using logistic regression analysis. RESULTS Overall, 168 patients were included. After a median follow-up of 28 months, recurrence was observed in 118 patients (70.2%). The optimal cutoff for recurrence-free survival to differentiate between early (n=52) and late recurrence (n=66) was 6 months ( P <0.001). OS was 8.4 months [95% confidence interval (CI): 7.3-9.6] in the early recurrence group (n=52) versus 31.1 months (95% CI: 25.7-36.4) in the late/no recurrence group (n=116) ( P <0.001). A preoperative predictor for early recurrence was postinduction therapy carbohydrate antigen (CA) 19-9≥100 U/mL [odds ratio (OR)=4.15, 95% CI: 1.75-9.84, P =0.001]. Postoperative predictors were poor tumor differentiation (OR=4.67, 95% CI: 1.83-11.90, P =0.001) and no adjuvant chemotherapy (OR=6.04, 95% CI: 2.43-16.55, P <0.001). CONCLUSIONS Early recurrence was observed in one third of patients after LAPC resection and was associated with poor survival. Patients with post-induction therapy CA 19-9 ≥100 U/mL, poor tumor differentiation and no adjuvant therapy were especially at risk. This information is valuable for patient counseling before and after resection of LAPC.
Collapse
Affiliation(s)
- Leonard W F Seelen
- Department of Surgery, UMC Utrecht Cancer Center and St Antonius Hospital Nieuwegein: Regional Academic Cancer Center Utrecht, Utrecht, The Netherlands
| | - Anne Floortje van Oosten
- Department of Surgery, UMC Utrecht Cancer Center and St Antonius Hospital Nieuwegein: Regional Academic Cancer Center Utrecht, Utrecht, The Netherlands
- Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Lilly J H Brada
- Department of Surgery, UMC Utrecht Cancer Center and St Antonius Hospital Nieuwegein: Regional Academic Cancer Center Utrecht, Utrecht, The Netherlands
| | - Vincent P Groot
- Department of Surgery, UMC Utrecht Cancer Center and St Antonius Hospital Nieuwegein: Regional Academic Cancer Center Utrecht, Utrecht, The Netherlands
| | - Lois A Daamen
- Department of Surgery, UMC Utrecht Cancer Center and St Antonius Hospital Nieuwegein: Regional Academic Cancer Center Utrecht, Utrecht, The Netherlands
| | - Marieke S Walma
- Department of Surgery, UMC Utrecht Cancer Center and St Antonius Hospital Nieuwegein: Regional Academic Cancer Center Utrecht, Utrecht, The Netherlands
| | - Bastiaan F van der Lek
- Department of Surgery, UMC Utrecht Cancer Center and St Antonius Hospital Nieuwegein: Regional Academic Cancer Center Utrecht, Utrecht, The Netherlands
| | - Mike S L Liem
- Department of Surgery, Medisch Spectrum Twente, Enschede, The Netherlands
| | - Gijs A Patijn
- Department of Surgery, Isala Clinics, Zwolle, The Netherlands
| | - Martijn W J Stommel
- Department of Surgery, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Ronald M van Dam
- Department of Surgery, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Bas Groot Koerkamp
- Department of Surgery, Erasmus MC Cancer Institute, Rotterdam, The Netherlands
| | - Olivier R Busch
- Department of Surgery, Amsterdam UMC, University of Amsterdam, Cancer Center Amsterdam, Amsterdam, The Netherlands
| | | | | | - Marc G Besselink
- Department of Surgery, Amsterdam UMC, University of Amsterdam, Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - Richard A Burkhart
- Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Inne H M Borel Rinkes
- Department of Surgery, UMC Utrecht Cancer Center and St Antonius Hospital Nieuwegein: Regional Academic Cancer Center Utrecht, Utrecht, The Netherlands
| | | | - Izaak Quintus Molenaar
- Department of Surgery, UMC Utrecht Cancer Center and St Antonius Hospital Nieuwegein: Regional Academic Cancer Center Utrecht, Utrecht, The Netherlands
| | - Jin He
- Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Hjalmar C van Santvoort
- Department of Surgery, UMC Utrecht Cancer Center and St Antonius Hospital Nieuwegein: Regional Academic Cancer Center Utrecht, Utrecht, The Netherlands
| |
Collapse
|
45
|
Javed AA, Ding D, Hasanain A, van Oosten F, Yu J, Cameron JL, Burkhart RA, Zheng L, He J, Wolfgang CL. Persistent Circulating Tumor Cells at 1 Year After Oncologic Resection Predict Late Recurrence in Pancreatic Cancer. Ann Surg 2023; 277:859-865. [PMID: 36111892 DOI: 10.1097/sla.0000000000005708] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE The aim of the study was to assess the association between persistent circulating tumor cells (CTCs) and subsequent recurrence in patients who were clinically recurrence free ~12 months postoperatively. BACKGROUND Circulating tumor cells have been proposed as biomarkers to predict survival in pancreatic cancer. Some patients demonstrate persistent CTCs postoperatively, which could represent minimal residual disease. METHODS Patients from previously published prospective circulating tumor cell in pancreatic cancer trial without clinical evidence of recurrence 12 months postoperatively and CTC testing performed 9 to 15 months postoperatively were included. The presence of epithelial and transitional CTCs (trCTCs) was evaluated as predictor of recurrence. Kaplan-Meier curve, log-rank test, and Cox model were used for survival analysis. RESULTS Thirty-three of 129 eligible patients (circulating tumor cell in pancreatic cancer trial) were included. The trCTC-positive and negative patients were well balanced in clinicopathologic features. Patients with trCTCs had a recurrence rate per-person-month of 10.3% compared with 3.1% in trCTCs-negative patients with a median time to recurrence of 3.9 versus 27.1 months, respectively. On multivariable analysis, trCTCs positivity was associated with higher risk of late recurrence (hazard ratio: 4.7, 95% CI, 1.2-18.3, P =0.024). Fourteen (42.4%) patients recurred during the second postoperative year. One-year postoperative trCTCs positivity was associated with a higher rate of recurrence during the second year (odds ratio:13.1, 95% CI, 1.6-1953.4, P =0.028, area under curve=0.72). Integrating clinicopathologic features with trCTCs increased the area under curve to 0.80. A majority of trCTCs-positive patients (N=5, 62.5%) had multisite recurrence, followed by local-only (N=2, 25.0%) and liver-only (N=1, 12.5%) recurrence. This was in striking contrast to trCTCs-negative patients, where a majority (N=6, 66.7%) had a local-only recurrence, followed by liver-only (N=2, 22.2%) and multisite (N=1, 11.1%) recurrence. CONCLUSIONS In patients deemed to be clinically disease-free 12 months postoperatively, trCTCs positivity is associated with higher rates of subsequent recurrence with distinct patterns of recurrence. CTCs could be used a putative biomarker to guide patient prognostication and management in pancreatic cancer.
Collapse
Affiliation(s)
- Ammar A Javed
- Department of Surgery, New York University Langone Hospital, New York City, NY
- Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD
| | - Ding Ding
- Department of Surgery, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Manhasset, NY
- Department of Oncology, The Johns Hopkins University School of Medicine, Baltimore, MD
| | - Alina Hasanain
- Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD
| | - Floortje van Oosten
- Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD
- Department of Surgery, Regional Academic Cancer Center Utrecht, UMC Utrecht Cancer Center & St. Antonius Hospital Nieuwegein, Utrecht University, The Netherlands
| | - Jun Yu
- Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD
| | - John L Cameron
- Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD
| | - Richard A Burkhart
- Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD
| | - Lei Zheng
- Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD
- Department of Oncology, The Johns Hopkins University School of Medicine, Baltimore, MD
| | - Jin He
- Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD
| | | |
Collapse
|
46
|
Rojas LA, Sethna Z, Soares KC, Olcese C, Pang N, Patterson E, Lihm J, Ceglia N, Guasp P, Chu A, Yu R, Chandra AK, Waters T, Ruan J, Amisaki M, Zebboudj A, Odgerel Z, Payne G, Derhovanessian E, Müller F, Rhee I, Yadav M, Dobrin A, Sadelain M, Łuksza M, Cohen N, Tang L, Basturk O, Gönen M, Katz S, Do RK, Epstein AS, Momtaz P, Park W, Sugarman R, Varghese AM, Won E, Desai A, Wei AC, D'Angelica MI, Kingham TP, Mellman I, Merghoub T, Wolchok JD, Sahin U, Türeci Ö, Greenbaum BD, Jarnagin WR, Drebin J, O'Reilly EM, Balachandran VP. Personalized RNA neoantigen vaccines stimulate T cells in pancreatic cancer. Nature 2023; 618:144-150. [PMID: 37165196 PMCID: PMC10171177 DOI: 10.1038/s41586-023-06063-y] [Citation(s) in RCA: 557] [Impact Index Per Article: 278.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Accepted: 04/06/2023] [Indexed: 05/12/2023]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is lethal in 88% of patients1, yet harbours mutation-derived T cell neoantigens that are suitable for vaccines 2,3. Here in a phase I trial of adjuvant autogene cevumeran, an individualized neoantigen vaccine based on uridine mRNA-lipoplex nanoparticles, we synthesized mRNA neoantigen vaccines in real time from surgically resected PDAC tumours. After surgery, we sequentially administered atezolizumab (an anti-PD-L1 immunotherapy), autogene cevumeran (a maximum of 20 neoantigens per patient) and a modified version of a four-drug chemotherapy regimen (mFOLFIRINOX, comprising folinic acid, fluorouracil, irinotecan and oxaliplatin). The end points included vaccine-induced neoantigen-specific T cells by high-threshold assays, 18-month recurrence-free survival and oncologic feasibility. We treated 16 patients with atezolizumab and autogene cevumeran, then 15 patients with mFOLFIRINOX. Autogene cevumeran was administered within 3 days of benchmarked times, was tolerable and induced de novo high-magnitude neoantigen-specific T cells in 8 out of 16 patients, with half targeting more than one vaccine neoantigen. Using a new mathematical strategy to track T cell clones (CloneTrack) and functional assays, we found that vaccine-expanded T cells comprised up to 10% of all blood T cells, re-expanded with a vaccine booster and included long-lived polyfunctional neoantigen-specific effector CD8+ T cells. At 18-month median follow-up, patients with vaccine-expanded T cells (responders) had a longer median recurrence-free survival (not reached) compared with patients without vaccine-expanded T cells (non-responders; 13.4 months, P = 0.003). Differences in the immune fitness of the patients did not confound this correlation, as responders and non-responders mounted equivalent immunity to a concurrent unrelated mRNA vaccine against SARS-CoV-2. Thus, adjuvant atezolizumab, autogene cevumeran and mFOLFIRINOX induces substantial T cell activity that may correlate with delayed PDAC recurrence.
Collapse
Affiliation(s)
- Luis A Rojas
- Immuno-Oncology Service, Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Hepatopancreatobiliary Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Zachary Sethna
- Immuno-Oncology Service, Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Hepatopancreatobiliary Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Kevin C Soares
- Hepatopancreatobiliary Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- David M. Rubenstein Center for Pancreatic Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Cristina Olcese
- Hepatopancreatobiliary Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Nan Pang
- Hepatopancreatobiliary Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Erin Patterson
- Hepatopancreatobiliary Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Jayon Lihm
- Computational Oncology Service, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Nicholas Ceglia
- Computational Oncology Service, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Pablo Guasp
- Immuno-Oncology Service, Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Hepatopancreatobiliary Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Alexander Chu
- Computational Oncology Service, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Rebecca Yu
- Immuno-Oncology Service, Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Hepatopancreatobiliary Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Adrienne Kaya Chandra
- Immuno-Oncology Service, Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Hepatopancreatobiliary Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Theresa Waters
- Immuno-Oncology Service, Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Hepatopancreatobiliary Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Jennifer Ruan
- Immuno-Oncology Service, Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Hepatopancreatobiliary Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Masataka Amisaki
- Immuno-Oncology Service, Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Hepatopancreatobiliary Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Abderezak Zebboudj
- Immuno-Oncology Service, Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Hepatopancreatobiliary Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Zagaa Odgerel
- Immuno-Oncology Service, Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Hepatopancreatobiliary Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - George Payne
- Immuno-Oncology Service, Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Hepatopancreatobiliary Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | | | | | - Ina Rhee
- Genentech, San Francisco, CA, USA
| | | | - Anton Dobrin
- Center for Cell Engineering, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Immunology Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Michel Sadelain
- Center for Cell Engineering, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Immunology Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Marta Łuksza
- Department of Oncological Sciences, Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Noah Cohen
- Department of Surgery, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Laura Tang
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Olca Basturk
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Mithat Gönen
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Seth Katz
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Richard Kinh Do
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Andrew S Epstein
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Parisa Momtaz
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Wungki Park
- David M. Rubenstein Center for Pancreatic Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Ryan Sugarman
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Anna M Varghese
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Elizabeth Won
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Avni Desai
- Department of Medicine, 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
- David M. Rubenstein Center for Pancreatic Cancer Research, 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
- David M. Rubenstein Center for Pancreatic Cancer Research, 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
- David M. Rubenstein Center for Pancreatic Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | | | - Taha Merghoub
- Meyer Cancer Center, Weill Cornell Medicine, Weill Cornell Medical College, New York, NY, USA
| | - Jedd D Wolchok
- Meyer Cancer Center, Weill Cornell Medicine, Weill Cornell Medical College, New York, NY, USA
| | | | - Özlem Türeci
- BioNTech, Mainz, Germany
- HI-TRON, Helmholtz Institute for Translational Oncology, Mainz, Germany
| | - Benjamin D Greenbaum
- Computational Oncology Service, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
- Physiology, Biophysics and Systems Biology, Weill Cornell Medicine, Weill Cornell Medical College, New York, NY, USA.
| | - William R Jarnagin
- Hepatopancreatobiliary Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- David M. Rubenstein Center for Pancreatic Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Jeffrey Drebin
- Hepatopancreatobiliary Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- David M. Rubenstein Center for Pancreatic Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Eileen M O'Reilly
- David M. Rubenstein Center for Pancreatic Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Vinod P Balachandran
- Immuno-Oncology Service, Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
- Hepatopancreatobiliary Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
- David M. Rubenstein Center for Pancreatic Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
| |
Collapse
|
47
|
Marin AM, Sanchuki HBS, Namur GN, Uno M, Zanette DL, Aoki MN. Circulating Cell-Free Nucleic Acids as Biomarkers for Diagnosis and Prognosis of Pancreatic Cancer. Biomedicines 2023; 11:biomedicines11041069. [PMID: 37189687 DOI: 10.3390/biomedicines11041069] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Revised: 03/15/2023] [Accepted: 03/24/2023] [Indexed: 04/05/2023] Open
Abstract
A lack of reliable early diagnostic tools represents a major challenge in the management of pancreatic cancer (PCa), as the disease is often only identified after it reaches an advanced stage. This highlights the urgent need to identify biomarkers that can be used for the early detection, staging, treatment monitoring, and prognosis of PCa. A novel approach called liquid biopsy has emerged in recent years, which is a less- or non-invasive procedure since it focuses on plasmatic biomarkers such as DNA and RNA. In the blood of patients with cancer, circulating tumor cells (CTCs) and cell-free nucleic acids (cfNAs) have been identified such as DNA, mRNA, and non-coding RNA (miRNA and lncRNA). The presence of these molecules encouraged researchers to investigate their potential as biomarkers. In this article, we focused on circulating cfNAs as plasmatic biomarkers of PCa and analyzed their advantages compared to traditional biopsy methods.
Collapse
Affiliation(s)
- Anelis Maria Marin
- Laboratory for Applied Science and Technology in Health, Carlos Chagas Institute, Oswaldo Cruz Foundation (Fiocruz), Prof Algacyr Munhoz Mader 3775 Street, Curitiba 81350-010, Brazil
| | - Heloisa Bruna Soligo Sanchuki
- Laboratory for Applied Science and Technology in Health, Carlos Chagas Institute, Oswaldo Cruz Foundation (Fiocruz), Prof Algacyr Munhoz Mader 3775 Street, Curitiba 81350-010, Brazil
| | - Guilherme Naccache Namur
- Center for Translational Research in Oncology (LIM24), Departamento de Radiologia e Oncologia, Instituto do Câncer do Estado de São Paulo (ICESP), Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo (HCFMUSP), São Paulo 01246-000, Brazil
| | - Miyuki Uno
- Center for Translational Research in Oncology (LIM24), Departamento de Radiologia e Oncologia, Instituto do Câncer do Estado de São Paulo (ICESP), Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo (HCFMUSP), São Paulo 01246-000, Brazil
| | - Dalila Luciola Zanette
- Laboratory for Applied Science and Technology in Health, Carlos Chagas Institute, Oswaldo Cruz Foundation (Fiocruz), Prof Algacyr Munhoz Mader 3775 Street, Curitiba 81350-010, Brazil
| | - Mateus Nóbrega Aoki
- Laboratory for Applied Science and Technology in Health, Carlos Chagas Institute, Oswaldo Cruz Foundation (Fiocruz), Prof Algacyr Munhoz Mader 3775 Street, Curitiba 81350-010, Brazil
| |
Collapse
|
48
|
Amaral MJ, Oliveira RC, Donato P, Tralhão JG. Pancreatic Cancer Biomarkers: Oncogenic Mutations, Tissue and Liquid Biopsies, and Radiomics-A Review. Dig Dis Sci 2023:10.1007/s10620-023-07904-6. [PMID: 36988759 DOI: 10.1007/s10620-023-07904-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Accepted: 02/24/2023] [Indexed: 03/30/2023]
Abstract
Pancreatic cancer is one of the most fatal malignancies, as approximately 80% of patients are at advanced stages by the time of diagnosis. The main reason for the poor overall survival is late diagnosis that is partially due to the lack of tools for early-stage detection. In addition, there are several challenges in evaluating response to treatment and predicting prognosis. In this article, we do a review of the most common pancreatic cancer biomarkers with emphasis in new and promising approaches. Liquid biopsies seem to have important clinical applications in early detection, screening, prognosis, and longitudinal monitoring of on-treatment patients. Together with biomarkers in imaging, can represent valuable alternative non-invasive tools in order to achieve a more effective management of pancreatic cancer patients.
Collapse
Affiliation(s)
- Maria João Amaral
- General Surgery Department, Centro Hospitalar e Universitário de Coimbra, Praceta Mota Pinto, 3000-075, Coimbra, Portugal.
- Faculty of Medicine, University of Coimbra, Coimbra, Portugal.
| | - Rui Caetano Oliveira
- Pathology Department, Centro Hospitalar e Universitário de Coimbra, Coimbra, Portugal
- Clinical Academic Center of Coimbra (CACC), Coimbra, Portugal
- Coimbra Institute for Clinical and Biomedical Research (iCBR) Area of Environment, Genetics and Oncobiology (CIMAGO), Faculty of Medicine, University of Coimbra, Coimbra, Portugal
| | - Paulo Donato
- Faculty of Medicine, University of Coimbra, Coimbra, Portugal
- Radiology Department, Centro Hospitalar e Universitário de Coimbra, Coimbra, Portugal
| | - José Guilherme Tralhão
- General Surgery Department, Centro Hospitalar e Universitário de Coimbra, Praceta Mota Pinto, 3000-075, Coimbra, Portugal
- Faculty of Medicine, University of Coimbra, Coimbra, Portugal
- Coimbra Institute for Clinical and Biomedical Research (iCBR) Area of Environment, Genetics and Oncobiology (CIMAGO), Faculty of Medicine, University of Coimbra, Coimbra, Portugal
- Biophysics Institute, University of Coimbra, Coimbra, Portugal
| |
Collapse
|
49
|
Kou YQ, Yang YP, Pan ZJ, Du SS, Yuan WN, He K, Nie B. Prognostic-Related Biomarkers in Pancreatic Ductal Adenocarcinoma Correlating with Immune Infiltrates Based on Proteomics. Med Sci Monit 2023; 29:e938785. [PMID: 36905103 PMCID: PMC10015732 DOI: 10.12659/msm.938785] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/11/2023] Open
Abstract
BACKGROUND Pancreatic ductal adenocarcinoma (PDAC) accounts for 85% of pancreatic carcinoma cases. Patients with PDAC have a poor prognosis. The lack of reliable prognostic biomarkers makes treatment challenging for patients with PDAC. Using a bioinformatics database, we sought to identify prognostic biomarkers for PDAC. MATERIAL AND METHODS Using proteomic analysis of the Clinical Proteomics Tumor Analysis Consortium (CPTAC) database, we were able to identify core differential proteins between early and advanced pancreatic ductal adenocarcinoma tissue, and then we used survival analysis, Cox regression analysis, and area under the ROC curves to screen for more significant differential proteins. Additionally, the Kaplan-Meier plotter database was utilized to determine the relationship between prognosis and immune infiltration in PDAC. RESULTS We identified 378 differential proteins in early (n=78) and advanced stages (n=47) of PDAC (P<0.05). PLG, COPS5, FYN, ITGB3, IRF3, and SPTA1 served as independent prognostic factors of patients with PDAC. Patients with higher COPS5 expression had shorter overall survival (OS) and recurrence-free survival, and those with higher PLG, ITGB3, and SPTA1, and lower FYN and IRF3 expression had shorter OS. More importantly, COPS5, IRF3 were negatively associated with macrophages and NK cells, but PLG, FYN, ITGB3, and SPTA1 were positively related to the expression of CD8+ T cells and B cells. COPS5 affected the prognosis of PDAC patients by acting on B cells, CD8+ T cells, macrophages, and NK cells immune infiltration, while PLG, FYN, ITGB3, IRF3, and SPTA1 affected PDAC patient prognosis through some immune cells. CONCLUSIONS PLG, COPS5, FYN, IRF3, ITGB3 and SPTA1 could be potential immunotherapeutic targets and valuable prognostic biomarkers of PDAC.
Collapse
Affiliation(s)
- Yan-Qi Kou
- Department of Gastroenterology, The First Affiliated Hospital of Jinan University, Guangzhou, Guangdong, China (mainland)
| | - Yu-Ping Yang
- Department of Gastroenterology, The First Affiliated Hospital of Jinan University, Guangzhou, Guangdong, China (mainland)
| | - Zhao-Jie Pan
- Department of Gastrointestinal Endoscopy, The First Affiliated Hospital of Jinan University, Guangzhou, Guangdong, China (mainland)
| | - Shen-Shen Du
- Department of Gastroenterology, The First Affiliated Hospital of Jinan University, Guangzhou, Guangdong, China (mainland)
| | - Wei-Nan Yuan
- Department of Gastroenterology, The First Affiliated Hospital of Jinan University, Guangzhou, Guangdong, China (mainland)
| | - Kun He
- Department of Gastroenterology, The First Affiliated Hospital of Jinan University, Guangzhou, Guangdong, China (mainland)
| | - Biao Nie
- Department of Gastroenterology, The First Affiliated Hospital of Jinan University, Guangzhou, Guangdong, China (mainland)
| |
Collapse
|
50
|
Miao Y, Cai B, Lu Z. Technical options in surgery for artery-involving pancreatic cancer: Invasion depth matters. Surg Open Sci 2023; 12:55-61. [PMID: 36936450 PMCID: PMC10020102 DOI: 10.1016/j.sopen.2023.03.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2022] [Revised: 02/18/2023] [Accepted: 03/01/2023] [Indexed: 03/06/2023] Open
Abstract
Background The artery involvement explains the majority of primary unresectability of non-metastatic pancreatic cancer patients and both arterial resection and artery-sparing dissection techniques are utilized in curative-intent pancreatectomies for artery-involving pancreatic cancer (ai-PC) patients. Methods This narrative review summarized the history of resectability evaluation for ai-PC and attempted to interpret its current pitfalls that led to the divergence of resectability prediction and surgical exploration, with a focus on the rationale and the surgical outcomes of the sub-adventitial divestment technique. Results The circumferential involvement of artery by tumor currently defined the resectability of ai-PC but insufficient to preclude laparotomy with curative intent. The reasons behind could be: 1. The radiographic involvement of tumor to arterial circumference was not necessarily resulted in histopathological artery wall invasion; 2. the developed surgical techniques facilitated radical resection, better perioperative safety as well as oncological benefit. The feasibility of periadventitial dissection, sub-adventitial divestment and other artery-sparing techniques for ai-PC depended on the tumor invasion depth to the artery, i.e., whether the external elastic lamina (EEL) was invaded demonstrating a hallmark plane for sub-adventitial dissections. These techniques were reported to be complicated with preferable surgical outcomes comparing to arterial resection combined pancreatectomies, while the arterial resection combined pancreatectomies were considered performed in patients with more advanced disease. Conclusions Adequate preoperative imaging modalities with which to evaluate the tumor invasion depth to the artery are to be developed. Survival benefits after these techniques remain to be proven, with more and higher-level clinical evidence needed. Key message The current resectability evaluation criteria, which were based on radiographic circumferential involvement of the artery by tumor, was insufficient to preclude curative-intent pancreatectomies for artery-involving pancreatic cancer patients. With oncological benefit to be further proven, periarterial dissection and arterial resection have different but overlapping indications, and predicting the tumor invasion depth in major arteries was critical for surgical planning.
Collapse
Affiliation(s)
- Yi Miao
- Pancreas Center, First Affiliated Hospital, Nanjing Medical University, Nanjing, PR China
- Pancreas Center, The Affiliated BenQ Hospital of Nanjing Medical University, Nanjing, PR China
| | - Baobao Cai
- Pancreas Center, First Affiliated Hospital, Nanjing Medical University, Nanjing, PR China
| | - Zipeng Lu
- Pancreas Center, First Affiliated Hospital, Nanjing Medical University, Nanjing, PR China
| |
Collapse
|