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      Protein biomarkers and alternatively methylated cell-free DNA detect early stage pancreatic cancer

      research-article
      1 , 2 , 3 , 2 , 2 , 4 , 1 , 2 , 5 , 2 , 2 , 2 , 4 , 6 , 6 , 6 , 1 , 1 , 1 , 1 , 1 , 1 , 7 , 2 , 8 , 8 , 9 , 2 , 8 , 2 , 8 , 10 , 11 , 10 , 2 , 8 , 2 , 8 , 12 , 13 , 14 , 14 , 15 , 14 , 16 , 17 , 18 , 4 , 2 , 1 , , 2 , 8 ,
      Gut
      BMJ Publishing Group
      PANCREATIC CANCER, METHYLATION, TUMOUR MARKERS

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          Abstract

          Objective

          Pancreatic ductal adenocarcinoma (PDAC) is commonly diagnosed at an advanced stage. Liquid biopsy approaches may facilitate detection of early stage PDAC when curative treatments can be employed.

          Design

          To assess circulating marker discrimination in training, testing and validation patient cohorts (total n=426 patients), plasma markers were measured among PDAC cases and patients with chronic pancreatitis, colorectal cancer (CRC), and healthy controls. Using CA19-9 as an anchor marker, measurements were made of two protein markers (TIMP1, LRG1) and cell-free DNA (cfDNA) pancreas-specific methylation at 9 loci encompassing 61 CpG sites.

          Results

          Comparative methylome analysis identified nine loci that were differentially methylated in exocrine pancreas DNA. In the training set (n=124 patients), cfDNA methylation markers distinguished PDAC from healthy and CRC controls. In the testing set of 86 early stage PDAC and 86 matched healthy controls, CA19-9 had an area under the receiver operating characteristic curve (AUC) of 0.88 (95% CI 0.83 to 0.94), which was increased by adding TIMP1 (AUC 0.92; 95% CI 0.88 to 0.96; p=0.06), LRG1 (AUC 0.92; 95% CI 0.88 to 0.96; p=0.02) or exocrine pancreas-specific cfDNA methylation markers at nine loci (AUC 0.92; 95% CI 0.88 to 0.96; p=0.02). In the validation set of 40 early stage PDAC and 40 matched healthy controls, a combined panel including CA19-9, TIMP1 and a 9-loci cfDNA methylation panel had greater discrimination (AUC 0.86, 95% CI 0.77 to 0.95) than CA19-9 alone (AUC 0.82; 95% CI 0.72 to 0.92).

          Conclusion

          A combined panel of circulating markers including proteins and methylated cfDNA increased discrimination compared with CA19-9 alone for early stage PDAC.

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          Most cited references51

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          Cancer Statistics, 2021

          Each year, the American Cancer Society estimates the numbers of new cancer cases and deaths in the United States and compiles the most recent data on population-based cancer occurrence. Incidence data (through 2017) were collected by the Surveillance, Epidemiology, and End Results Program; the National Program of Cancer Registries; and the North American Association of Central Cancer Registries. Mortality data (through 2018) were collected by the National Center for Health Statistics. In 2021, 1,898,160 new cancer cases and 608,570 cancer deaths are projected to occur in the United States. After increasing for most of the 20th century, the cancer death rate has fallen continuously from its peak in 1991 through 2018, for a total decline of 31%, because of reductions in smoking and improvements in early detection and treatment. This translates to 3.2 million fewer cancer deaths than would have occurred if peak rates had persisted. Long-term declines in mortality for the 4 leading cancers have halted for prostate cancer and slowed for breast and colorectal cancers, but accelerated for lung cancer, which accounted for almost one-half of the total mortality decline from 2014 to 2018. The pace of the annual decline in lung cancer mortality doubled from 3.1% during 2009 through 2013 to 5.5% during 2014 through 2018 in men, from 1.8% to 4.4% in women, and from 2.4% to 5% overall. This trend coincides with steady declines in incidence (2.2%-2.3%) but rapid gains in survival specifically for nonsmall cell lung cancer (NSCLC). For example, NSCLC 2-year relative survival increased from 34% for persons diagnosed during 2009 through 2010 to 42% during 2015 through 2016, including absolute increases of 5% to 6% for every stage of diagnosis; survival for small cell lung cancer remained at 14% to 15%. Improved treatment accelerated progress against lung cancer and drove a record drop in overall cancer mortality, despite slowing momentum for other common cancers.
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            Comparing the Areas under Two or More Correlated Receiver Operating Characteristic Curves: A Nonparametric Approach

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              Detection of circulating tumor DNA in early- and late-stage human malignancies.

              The development of noninvasive methods to detect and monitor tumors continues to be a major challenge in oncology. We used digital polymerase chain reaction-based technologies to evaluate the ability of circulating tumor DNA (ctDNA) to detect tumors in 640 patients with various cancer types. We found that ctDNA was detectable in >75% of patients with advanced pancreatic, ovarian, colorectal, bladder, gastroesophageal, breast, melanoma, hepatocellular, and head and neck cancers, but in less than 50% of primary brain, renal, prostate, or thyroid cancers. In patients with localized tumors, ctDNA was detected in 73, 57, 48, and 50% of patients with colorectal cancer, gastroesophageal cancer, pancreatic cancer, and breast adenocarcinoma, respectively. ctDNA was often present in patients without detectable circulating tumor cells, suggesting that these two biomarkers are distinct entities. In a separate panel of 206 patients with metastatic colorectal cancers, we showed that the sensitivity of ctDNA for detection of clinically relevant KRAS gene mutations was 87.2% and its specificity was 99.2%. Finally, we assessed whether ctDNA could provide clues into the mechanisms underlying resistance to epidermal growth factor receptor blockade in 24 patients who objectively responded to therapy but subsequently relapsed. Twenty-three (96%) of these patients developed one or more mutations in genes involved in the mitogen-activated protein kinase pathway. Together, these data suggest that ctDNA is a broadly applicable, sensitive, and specific biomarker that can be used for a variety of clinical and research purposes in patients with multiple different types of cancer.
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                Author and article information

                Journal
                Gut
                Gut
                gutjnl
                gut
                Gut
                BMJ Publishing Group (BMA House, Tavistock Square, London, WC1H 9JR )
                0017-5749
                1468-3288
                April 2024
                13 December 2023
                : 73
                : 4
                : 639-648
                Affiliations
                [1 ] departmentDepartment of Developmental Biology and Cancer Research, IMRIC, Faculty of Medicine , Ringgold_208919The Hebrew University of Jerusalem , Jerusalem, Israel
                [2 ] departmentDepartment of Medical Oncology, Dana-Farber Cancer Institute , Ringgold_1855Harvard Medical School , Boston, Massachusetts, USA
                [3 ] departmentDepartment of Clinical Science, Intervention and Technology , Karolinska Institutet , Stockholm, Sweden
                [4 ] departmentDepartment of Clinical Cancer Prevention , Ringgold_4002The University of Texas MD Anderson Cancer Center , Houston, Texas, USA
                [5 ] departmentDepartment of Pathology , Ringgold_1861Brigham and Women's Hospital , Boston, Massachusetts, USA
                [6 ] departmentSharett Institute of Oncology , Ringgold_58884Hebrew University-Hadassah Medical Center , Jerusalem, Israel
                [7 ] departmentDepartment of Endocrinology and Metabolism , Ringgold_370908Hadassah Medical Center , Jerusalem, Israel
                [8 ] departmentDepartment of Medicine , Ringgold_1861Brigham and Women's Hospital, Harvard Medical School , Boston, Massachusetts, USA
                [9 ] departmentDepartment of Surgery, Brigham and Women's Hospital , Harvard Medical School , Boston, Massachusetts, USA
                [10 ] departmentDepartment of Surgery , Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center , New York, New York, USA
                [11 ] departmentDivision of Digestive and Liver Diseases , Ringgold_21611Columbia University Irving Medical Cancer and the Vagelos College of Physicians and Surgeons , New York, New York, USA
                [12 ] departmentMassachusetts General Hospital Cancer Center, Center for Cancer Research , Ringgold_6572Massachusetts General Hospital , Boston, Massachusetts, USA
                [13 ] departmentDepartment of Medicine, Division of Gastroenterology , Ringgold_6572Abramson Family Cancer Research Institute, University of Pennsylvania Perelman School of Medicine , Philadelphia, Pennsylvania, USA
                [14 ] departmentDepartment of Medicine, Division of Hematology-Oncology, Perelman School of Medicine , University of Pennsylvania , Philadelphia, Pennsylvania, USA
                [15 ] departmentDepartment of Pathology , The University of Texas M. D. Anderson Cancer Center , Houston, Texas, USA
                [16 ] departmentDivision of Hematology and Oncology , Beth-Israel Deaconess Medical Center and Harvard Medical School , Boston, Massachusetts, USA
                [17 ] departmentDepartment of epidemiology, Mailman school of public health , Ringgold_1811Columbia university , New York, New York, USA
                [18 ] departmentHerbert Irving Comprehensive Cancer Center , Columbia university Irving Medical Center , New York, New York, USA
                Author notes
                [Correspondence to ] Dr Brian M Wolpin, Department of Medical Oncology, Harvard Medical School, Boston, USA; Brian_Wolpin@ 123456dfci.harvard.edu ; Dr Yuval Dor, Department of Developmental Biology and Cancer Research, IMRIC, Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem, Israel; yuvald@ 123456ekmd.huji.ac.il

                CPP and YD are joint senior authors.

                Author information
                http://orcid.org/0000-0002-4939-0324
                http://orcid.org/0000-0002-0943-7407
                http://orcid.org/0000-0002-0708-9648
                Article
                gutjnl-2023-331074
                10.1136/gutjnl-2023-331074
                10958271
                38123998
                a686a65f-2247-4161-bdc4-331cdb276bb3
                © Author(s) (or their employer(s)) 2024. Re-use permitted under CC BY. Published by BMJ.

                This is an open access article distributed in accordance with the Creative Commons Attribution 4.0 Unported (CC BY 4.0) license, which permits others to copy, redistribute, remix, transform and build upon this work for any purpose, provided the original work is properly cited, a link to the licence is given, and indication of whether changes were made. See: https://creativecommons.org/licenses/by/4.0/.

                History
                : 05 September 2023
                : 26 November 2023
                Funding
                Funded by: NIH;
                Award ID: K07 CA222159
                Award ID: P50 CA127003
                Award ID: U01 CA210171
                Funded by: DON Foundation;
                Award ID: Not applicable
                Funded by: Ernest and Bonnie Beutler Research Program of Excellence in Genomic Medicine;
                Award ID: Not applicable
                Funded by: Khalifa Bin Zayed Foundation;
                Award ID: R01 CA240592
                Funded by: the Robert M. and Marilyn Sternberg Family Charitable Foundation, the Helmsley Charitable Trust;
                Award ID: Not applicable
                Funded by: NIH/NCI;
                Award ID: U01 CA210171
                Funded by: the Hale Family Center for Pancreatic Cancer Research, Lustgarten Foundation;
                Award ID: Not applicable
                Funded by: The Israel Science Foundation;
                Award ID: Not applicable
                Funded by: NCI;
                Award ID: U01 CA196403
                Award ID: U01 CA200468
                Funded by: FundRef http://dx.doi.org/10.13039/100006535, Entertainment Industry Foundation;
                Award ID: Not applicable
                Funded by: FundRef http://dx.doi.org/10.13039/100005979, Lustgarten Foundation;
                Award ID: SU2C-AACR-DT25-17
                Funded by: NCI Early Detection Research Network;
                Award ID: Not applicable
                Funded by: FundRef http://dx.doi.org/10.13039/100001784, Pancreatic Cancer Action Network;
                Award ID: Not applicable
                Funded by: FundRef http://dx.doi.org/10.13039/100000043, American Association for Cancer Research;
                Award ID: SU2C
                Funded by: Dedicated Laboratory;
                Award ID: Not applicable
                Funded by: Broman Family Fund for Pancreatic Cancer Research;
                Award ID: Not applicable
                Categories
                Pancreas
                1506
                2312
                Original research
                Custom metadata
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                Gastroenterology & Hepatology
                pancreatic cancer,methylation,tumour markers
                Gastroenterology & Hepatology
                pancreatic cancer, methylation, tumour markers

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