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Bengtsson A, Draus T, Andersson R, Ansari D. Prediagnostic blood biomarkers for pancreatic cancer: meta-analysis. BJS Open 2024; 8:zrae046. [PMID: 38935426 PMCID: PMC11210304 DOI: 10.1093/bjsopen/zrae046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2023] [Revised: 02/27/2024] [Accepted: 04/04/2024] [Indexed: 06/28/2024] Open
Affiliation(s)
- Axel Bengtsson
- Department of Surgery, Clinical Sciences Lund, Lund University, Skåne University Hospital, Lund, Sweden
| | - Tomasz Draus
- Department of Surgery, Clinical Sciences Lund, Lund University, Skåne University Hospital, Lund, Sweden
| | - Roland Andersson
- Department of Surgery, Clinical Sciences Lund, Lund University, Skåne University Hospital, Lund, Sweden
| | - Daniel Ansari
- Department of Surgery, Clinical Sciences Lund, Lund University, Skåne University Hospital, Lund, Sweden
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Peller MT, Das KK. Blood-Based Biomarkers in the Diagnosis and Risk Stratification of Pancreatic Cysts. Gastrointest Endosc Clin N Am 2023; 33:559-581. [PMID: 37245936 DOI: 10.1016/j.giec.2023.03.009] [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: 05/30/2023]
Abstract
The use of blood-based biomarkers for the assessment of pancreatic cystic lesions is a rapidly growing field with incredible potential. CA 19-9 remains the only blood-based marker in common use, while many novel biomarkers are in early stages of development and validation. We highlight current work in the fields of proteomics, metabolomics, cell-free DNA/circulating tumor DNA, extracellular vesicles, and microRNA among others, as well as barriers to development and future directions in the work of blood-based biomarkers for pancreatic cystic lesions.
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Affiliation(s)
- Matthew T Peller
- Division of Gastroenterology, Washington University School of Medicine, 660 South Euclid Avenue Campus Box 8124, Saint Louis, MO 63110, USA
| | - Koushik K Das
- Division of Gastroenterology, Washington University School of Medicine, 660 South Euclid Avenue Campus Box 8124, Saint Louis, MO 63110, USA.
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3
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Xu Y, Wang Y, Höti N, Clark DJ, Chen SY, Zhang H. The next "sweet" spot for pancreatic ductal adenocarcinoma: Glycoprotein for early detection. MASS SPECTROMETRY REVIEWS 2023; 42:822-843. [PMID: 34766650 PMCID: PMC9095761 DOI: 10.1002/mas.21748] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/04/2021] [Revised: 10/07/2021] [Accepted: 10/24/2021] [Indexed: 05/02/2023]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is the most common neoplastic disease of the pancreas, accounting for more than 90% of all pancreatic malignancies. As a highly lethal malignancy, PDAC is the fourth leading cause of cancer-related deaths worldwide with a 5-year overall survival of less than 8%. The efficacy and outcome of PDAC treatment largely depend on the stage of disease at the time of diagnosis. Surgical resection followed by adjuvant chemotherapy remains the only possibly curative therapy, yet 80%-90% of PDAC patients present with nonresectable PDAC stages at the time of clinical presentation. Despite our advancing knowledge of PDAC, the prognosis remains strikingly poor, which is primarily due to the difficulty of diagnosing PDAC at the early stages. Recent advances in glycoproteomics and glycomics based on mass spectrometry have shown that aberrations in protein glycosylation plays a critical role in carcinogenesis, tumor progression, metastasis, chemoresistance, and immuno-response of PDAC and other types of cancers. A growing interest has thus been placed upon protein glycosylation as a potential early detection biomarker for PDAC. We herein take stock of the advancements in the early detection of PDAC that were carried out with mass spectrometry, with special focus on protein glycosylation.
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Affiliation(s)
- Yuanwei Xu
- Department of Pathology, School of Medicine, Johns Hopkins University, Baltimore, Maryland, USA
- Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, Maryland, USA
| | - Yuefan Wang
- Department of Pathology, School of Medicine, Johns Hopkins University, Baltimore, Maryland, USA
| | - Naseruddin Höti
- Department of Pathology, School of Medicine, Johns Hopkins University, Baltimore, Maryland, USA
| | - David J Clark
- Department of Pathology, School of Medicine, Johns Hopkins University, Baltimore, Maryland, USA
| | - Shao-Yung Chen
- Department of Pathology, School of Medicine, Johns Hopkins University, Baltimore, Maryland, USA
- Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, Maryland, USA
| | - Hui Zhang
- Department of Pathology, School of Medicine, Johns Hopkins University, Baltimore, Maryland, USA
- Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, Maryland, USA
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Debernardi S, Blyuss O, Rycyk D, Srivastava K, Jeon CY, Cai H, Cai Q, Shu X, Crnogorac‐Jurcevic T. Urine biomarkers enable pancreatic cancer detection up to 2 years before diagnosis. Int J Cancer 2023; 152:769-780. [PMID: 36093581 PMCID: PMC9789171 DOI: 10.1002/ijc.34287] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2022] [Revised: 08/15/2022] [Accepted: 08/31/2022] [Indexed: 02/01/2023]
Abstract
The poor prognosis of pancreatic ductal adenocarcinoma (PDAC) is mainly attributed to late diagnosis. We assessed the predictive performance of our previously reported urine biomarker panel for earlier detection of PDAC (LYVE1, REG1B and TFF1) in prediagnostic samples, alone and in combination with plasma CA19-9. This nested case-control study included 99 PDAC cases with urine samples prospectively collected up to 5 years prior to PDAC diagnosis and 198 matched controls. The samples were obtained from the Shanghai Women's Health Study (SWHS), the Shanghai Men's Health Studies (SMHS) and the Southern Community Cohort Study (SCCS). The urine biomarkers were measured by ELISA. Plasma CA19-9 was quantified by Luminex. Multiple logistic regression and Wilcoxon rank-sum and Mann-Whitney test were used for analysis. The internal validation approach was applied and the validated AUC estimators are reported on. The algorithm of urinary protein panel, urine creatinine and age named PancRISK, displayed similar AUC as CA19-9 up to 1 year before PDAC diagnosis (AUC = 0.79); however, the combination enhanced the AUCs to 0.89, and showed good discriminative ability (AUC = 0.77) up to 2 years. The combination showed sensitivity (SN) of 72% at 90% specificity (SP), and SP of 59% at 90% SN up to 1 year and 60% SN with 80% SP and 53% SP with 80% SN up to 2 years before PDAC diagnosis. Adding the clinical information on BMI value resulted in the overall improvement in performance of the PancRISK score. When combined with CA19-9, the urinary panel reached a workable model for detecting PDAC cases up to 2 years prior to diagnosis.
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Affiliation(s)
- Silvana Debernardi
- Centre for Cancer Biomarkers and Biotherapeutics, Barts Cancer InstituteQueen Mary University of LondonLondonUK
| | - Oleg Blyuss
- Centre for Prevention, Detection and Diagnosis, Wolfson Institute of Population HealthQueen Mary University of LondonLondonUK
| | - Daria Rycyk
- Centre for Cancer Biomarkers and Biotherapeutics, Barts Cancer InstituteQueen Mary University of LondonLondonUK
| | - Kirtiman Srivastava
- Centre for Cancer Biomarkers and Biotherapeutics, Barts Cancer InstituteQueen Mary University of LondonLondonUK
| | - Christie Y. Jeon
- Department of MedicineCedars‐Sinai Medical CenterLos AngelesCaliforniaUSA
| | - Hui Cai
- Division of Epidemiology, Department of MedicineVanderbilt University School of MedicineNashvilleTennesseeUSA
| | - Qiuyin Cai
- Division of Epidemiology, Department of MedicineVanderbilt University School of MedicineNashvilleTennesseeUSA
| | - Xiao‐Ou Shu
- Division of Epidemiology, Department of MedicineVanderbilt University School of MedicineNashvilleTennesseeUSA
| | - Tatjana Crnogorac‐Jurcevic
- Centre for Cancer Biomarkers and Biotherapeutics, Barts Cancer InstituteQueen Mary University of LondonLondonUK
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5
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Matsumura K, Hayashi H, Uemura N, Ogata Y, Zhao L, Sato H, Shiraishi Y, Kuroki H, Kitamura F, Kaida T, Higashi T, Nakagawa S, Mima K, Imai K, Yamashita YI, Baba H. Thrombospondin-1 overexpression stimulates loss of Smad4 and accelerates malignant behavior via TGF-β signal activation in pancreatic ductal adenocarcinoma. Transl Oncol 2022; 26:101533. [PMID: 36115074 PMCID: PMC9483797 DOI: 10.1016/j.tranon.2022.101533] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Revised: 09/03/2022] [Accepted: 09/05/2022] [Indexed: 11/22/2022] Open
Abstract
INTRODUCTION Pancreatic ductal adenocarcinoma (PDAC) is characterized by abundant stroma and cancer-associated fibroblasts (CAFs) provide a favorable tumor microenvironment. Smad4 is known as tumor suppressor in several types of cancers including PDAC, and loss of Smad4 triggers accelerated cell invasiveness and metastatic potential. The thrombospondin-1 (TSP-1) can act as a major activator of latent transforming growth factor-β (TGF-β) in vivo. However, the roles of TSP-1 and the mediator of Smad4 loss and TGF-β signal activation during PDAC progression have not yet been addressed. The aim is to elucidate the biological role of TSP-1 in PDAC progression. METHODS AND RESULTS High substrate stiffness stimulated TSP-1 expression in CAFs, and TSP-1 knockdown inhibited cell proliferation with suppressed profibrogenic and activated stroma-related gene expressions in CAFs. Paracrine TSP-1 treatment for PDAC cells promoted cell proliferation and epithelial mesenchymal transition (EMT) with activated TGF-β signals such as phosphorylated Akt and Smad2/3 expressions. Surprisingly, knockdown of DPC4 (Smad4 gene) induced TSP-1 overexpression with TGF-β signal activation in PDAC cells. Interestingly, TSP-1 overexpression also induced downregulation of Smad4 expression and enhanced cell proliferation in vitro and in vivo. Treatment with LSKL peptide, which antagonizes TSP-1-mediated latent TGF-β activation, attenuated cell proliferation, migration and chemoresistance with enhanced apoptosis in PDAC cells. CONCLUSIONS TSP-1 derived from CAFs stimulates loss of Smad4 expression in cancer cells and accelerates malignant behavior by TGF-β signal activation in PDAC. TSP-1 could be a novel therapeutic target, not only for CAFs in stiff stroma, but also for cancer cells in the PDAC microenvironment.
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Affiliation(s)
- Kazuki Matsumura
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, 1-1-1 Honjo, Kumamoto 860-8556, Japan
| | - Hiromitsu Hayashi
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, 1-1-1 Honjo, Kumamoto 860-8556, Japan
| | - Norio Uemura
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, 1-1-1 Honjo, Kumamoto 860-8556, Japan
| | - Yoko Ogata
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, 1-1-1 Honjo, Kumamoto 860-8556, Japan
| | - Liu Zhao
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, 1-1-1 Honjo, Kumamoto 860-8556, Japan
| | - Hiroki Sato
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, 1-1-1 Honjo, Kumamoto 860-8556, Japan
| | - Yuta Shiraishi
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, 1-1-1 Honjo, Kumamoto 860-8556, Japan
| | - Hideyuki Kuroki
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, 1-1-1 Honjo, Kumamoto 860-8556, Japan
| | - Fumimasa Kitamura
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, 1-1-1 Honjo, Kumamoto 860-8556, Japan
| | - Takayoshi Kaida
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, 1-1-1 Honjo, Kumamoto 860-8556, Japan
| | - Takaaki Higashi
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, 1-1-1 Honjo, Kumamoto 860-8556, Japan
| | - Shigeki Nakagawa
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, 1-1-1 Honjo, Kumamoto 860-8556, Japan
| | - Kosuke Mima
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, 1-1-1 Honjo, Kumamoto 860-8556, Japan
| | - Katsunori Imai
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, 1-1-1 Honjo, Kumamoto 860-8556, Japan
| | - Yo-Ichi Yamashita
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, 1-1-1 Honjo, Kumamoto 860-8556, Japan
| | - Hideo Baba
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, 1-1-1 Honjo, Kumamoto 860-8556, Japan.
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Borrebaeck CA, Mellby LD, King TC. Biomarkers for the Early Detection of Pancreatic Ductal Adenocarcinoma. GASTROINTESTINAL CANCERS 2022:85-100. [PMID: 36343153 DOI: 10.36255/exon-publications-gastrointestinal-cancers-biomarkers-pancreatic-cancer] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
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7
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Brand RE, Persson J, Bratlie SO, Chung DC, Katona BW, Carrato A, Castillo M, Earl J, Kokkola A, Lucas AL, Moser AJ, DeCicco C, Mellby LD, King TC. Detection of Early-Stage Pancreatic Ductal Adenocarcinoma From Blood Samples: Results of a Multiplex Biomarker Signature Validation Study. Clin Transl Gastroenterol 2022; 13:e00468. [PMID: 35166713 PMCID: PMC8963856 DOI: 10.14309/ctg.0000000000000468] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/01/2021] [Accepted: 02/08/2022] [Indexed: 11/17/2022] Open
Abstract
INTRODUCTION The IMMray PanCan-d test combines an 8-plex biomarker signature with CA19-9 in a proprietary algorithm to detect pancreatic ductal adenocarcinoma (PDAC) in serum samples. This study aimed to validate the clinical performance of the IMMray PanCan-d test and to better understand test performance in Lewis-null (le/le) individuals who cannot express CA19-9. METHODS Serum samples from 586 individuals were analyzed with the IMMray PanCan-d biomarker signature and CA19-9 assay, including 167 PDAC samples, 203 individuals at high risk of familial/hereditary PDAC, and 216 healthy controls. Samples were collected at 11 sites in the United States and Europe. The study was performed by Immunovia, Inc (Marlborough, MA), and sample identity was blinded throughout the study. Test results were automatically generated using validated custom software with a locked algorithm and predefined decision value cutoffs for sample classification. RESULTS The IMMray PanCan-d test distinguished PDAC stages I and II (n = 56) vs high-risk individuals with 98% specificity and 85% sensitivity and distinguished PDAC stages I-IV vs high-risk individuals with 98% specificity and 87% sensitivity. We identified samples with a CA19-9 value of 2.5 U/mL or less as probable Lewis-null (le/le) individuals. Excluding these 55 samples from the analysis increased the IMMray PanCan-d test sensitivity to 92% for PDAC stages I-IV (n = 157) vs controls (n = 379) while maintaining specificity at 99%; test sensitivity for PDAC stages I and II increased from 85% to 89%. DISCUSSION These results demonstrate the IMMray PanCan-d blood test can detect PDAC with high specificity (99%) and sensitivity (92%).
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Affiliation(s)
- Randall E. Brand
- Division of Gastroenterology, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA;
| | - Jan Persson
- Sahlgrenska University Hospital, Department of Surgery, Gothenburg, Sweden;
| | - Svein Olav Bratlie
- Sahlgrenska University Hospital, Department of Surgery, Gothenburg, Sweden;
| | - Daniel C. Chung
- Division of Gastroenterology, Massachusetts General Hospital, Boston, Massachusetts, USA;
| | - Bryson W. Katona
- Division of Gastroenterology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA;
| | - Alfredo Carrato
- Molecular Epidemiology and Predictive Markers in Cancer Group, Ramon y Cajal University Hospital, Alcala University, IRYCIS, CIBERONC, Madrid, Spain, Pancreatic Cancer Europe Chairperson, Brussels, Belgium
| | - Marién Castillo
- Molecular Epidemiology and Predictive Markers in Cancer Group, Ramón y Cajal University Hospital, IRYCIS, CIBERONC, Madrid, Spain;
| | - Julie Earl
- Molecular Epidemiology and Predictive Markers in Cancer Group, Ramón y Cajal University Hospital, IRYCIS, CIBERONC, Madrid, Spain;
| | - Arto Kokkola
- Helsinki University Hospital, Helsinki, Finland;
| | - Aimee L. Lucas
- Division of Gastroenterology, Mt. Sinai Medical Center, New York, New York, USA;
| | - A. James Moser
- Division of Surgical Oncology, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA;
| | - Corinne DeCicco
- Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA;
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Oldfield L, Evans A, Rao RG, Jenkinson C, Purewal T, Psarelli EE, Menon U, Timms JF, Pereira SP, Ghaneh P, Greenhalf W, Halloran C, Costello E. Blood levels of adiponectin and IL-1Ra distinguish type 3c from type 2 diabetes: Implications for earlier pancreatic cancer detection in new-onset diabetes. EBioMedicine 2022; 75:103802. [PMID: 34990893 PMCID: PMC8741427 DOI: 10.1016/j.ebiom.2021.103802] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2021] [Revised: 12/20/2021] [Accepted: 12/21/2021] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Screening for pancreatic ductal adenocarcinoma (PDAC) in populations at high risk is recommended. Individuals with new-onset type 2 diabetes mellitus (NOD) are the largest high-risk group for PDAC. To facilitate screening, we sought biomarkers capable of stratifying NOD subjects into those with type 2 diabetes mellitus (T2DM) and those with the less prevalent PDAC-related diabetes (PDAC-DM), a form of type 3c DM commonly misdiagnosed as T2DM. METHODS Using mass spectrometry- and immunoassay-based methodologies in a multi-stage analysis of independent sample sets (n=443 samples), blood levels of 264 proteins were considered using Ingenuity Pathway Analysis, literature review and targeted training and validation. FINDINGS Of 30 candidate biomarkers evaluated in up to four independent patient sets, 12 showed statistically significant differences in levels between PDAC-DM and T2DM. The combination of adiponectin and interleukin-1 receptor antagonist (IL-1Ra) showed strong diagnostic potential, (AUC of 0.91; 95% CI: 0.84-0.99) for the distinction of T3cDM from T2DM. INTERPRETATION Adiponectin and IL-1Ra warrant further consideration for use in screening for PDAC in individuals newly-diagnosed with T2DM. FUNDING North West Cancer Research, UK, Cancer Research UK, Pancreatic Cancer Action, UK.
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Affiliation(s)
- Lucy Oldfield
- Department of Molecular and Clinical Cancer Medicine, University of Liverpool, UK
| | - Anthony Evans
- Department of Molecular and Clinical Cancer Medicine, University of Liverpool, UK
| | - Rohith Gopala Rao
- Department of Molecular and Clinical Cancer Medicine, University of Liverpool, UK
| | - Claire Jenkinson
- Department of Molecular and Clinical Cancer Medicine, University of Liverpool, UK
| | - Tejpal Purewal
- Department of Diabetes and Endocrinology, Royal Liverpool University Hospital, UK
| | - Eftychia E Psarelli
- Department of Molecular and Clinical Cancer Medicine, University of Liverpool, UK
| | - Usha Menon
- Institute of Clinical Trials and Methodology, University College London, UK
| | - John F Timms
- Women's Cancer, Institute for Women's Health, University College London, UK
| | - Stephen P Pereira
- Institute for Liver and Digestive Health, University College London, UK
| | - Paula Ghaneh
- Department of Molecular and Clinical Cancer Medicine, University of Liverpool, UK
| | - William Greenhalf
- Department of Molecular and Clinical Cancer Medicine, University of Liverpool, UK
| | - Christopher Halloran
- Department of Molecular and Clinical Cancer Medicine, University of Liverpool, UK
| | - Eithne Costello
- Department of Molecular and Clinical Cancer Medicine, University of Liverpool, UK.
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Wu L, Zuo N, Pan S, Wang Y, Wang Q, Ma J. miR-1246 promotes laryngeal squamous cell carcinoma progression by interacting with THBS1. J Environ Pathol Toxicol Oncol 2022; 41:65-75. [DOI: 10.1615/jenvironpatholtoxicoloncol.2022040516] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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10
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Pekarek L, Fraile-Martinez O, Garcia-Montero C, Alvarez-Mon MA, Acero J, Ruiz-Llorente L, García-Honduvilla N, Albillos A, Buján J, Alvarez-Mon M, Guijarro LG, Ortega MA. Towards an updated view on the clinical management of pancreatic adenocarcinoma: Current and future perspectives. Oncol Lett 2021; 22:809. [PMID: 34630716 PMCID: PMC8490971 DOI: 10.3892/ol.2021.13070] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2021] [Accepted: 09/03/2021] [Indexed: 12/13/2022] Open
Abstract
Pancreatic cancer has a dire prognosis and will represent the second leading cause of cancer death in the next 10 years. The multifactorial approach represents one of the main issues in controlling the extension of this neoplasm. In recent years, the characteristics of the tumor microenvironment, metastasis mechanisms and the relationship between immune system and neoplastic cells have been described, which has made it possible to understand the pathophysiology of pancreatic adenocarcinoma. Currently, there is a failure to provide an effective preventive method or early detection, so patients present with an advanced stage at the time of diagnosis. Despite numerous efforts, little progress has been made in clinical outcome and in improving survival in long term. Therefore, in the recent years, diverse diagnostic tests, treatments and possible approaches have been developed in the fields of radiotherapy, chemotherapy and surgery to find a combination of them that improves life expectancy in patients diagnosed with pancreatic cancer. At the moment, numerous clinical trials are being conducted to evaluate preventive diagnostic procedures such as serological markers or perfecting available imaging tests. On the other hand, implementation of immunotherapy is being studied in a neoplasm that has lagged in the application of this procedure since present possible treatments do not substantially improve quality of life. Therefore, the purpose of our study is to summarize the main progresses that have been made in the diagnosis, treatment and screening of this disease, explaining the limitations that have been observed and analyzing future prospects in the management of this illness.
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Affiliation(s)
- Leonel Pekarek
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, Alcala de Henares, 28871 Madrid, Spain
- Ramón y Cajal Institute of Sanitary Research, 28034 Madrid, Spain
- Oncology Service, Guadalajara University Hospital, 19002 Guadalajara, Spain
| | - Oscar Fraile-Martinez
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, Alcala de Henares, 28871 Madrid, Spain
- Ramón y Cajal Institute of Sanitary Research, 28034 Madrid, Spain
| | - Cielo Garcia-Montero
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, Alcala de Henares, 28871 Madrid, Spain
- Ramón y Cajal Institute of Sanitary Research, 28034 Madrid, Spain
| | - Miguel A. Alvarez-Mon
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, Alcala de Henares, 28871 Madrid, Spain
- Ramón y Cajal Institute of Sanitary Research, 28034 Madrid, Spain
| | - Julio Acero
- Ramón y Cajal Institute of Sanitary Research, 28034 Madrid, Spain
- Department of Surgery, Medical and Social Sciences, Faculty of Medicine and Health Sciences, University of Alcalá, Alcala de Henares, 28871 Madrid, Spain
| | - Lidia Ruiz-Llorente
- Ramón y Cajal Institute of Sanitary Research, 28034 Madrid, Spain
- Unit of Biochemistry and Molecular Biology, Department of System Biology, University of Alcalá, Alcala de Henares, 28871 Madrid, Spain
| | - Natalio García-Honduvilla
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, Alcala de Henares, 28871 Madrid, Spain
- Ramón y Cajal Institute of Sanitary Research, 28034 Madrid, Spain
| | - Agustin Albillos
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, Alcala de Henares, 28871 Madrid, Spain
- Ramón y Cajal Institute of Sanitary Research, 28034 Madrid, Spain
- Department of Gastroenterology and Hepatology, Ramón y Cajal University Hospital, University of Alcalá, Ramón y Cajal Institute for Health Research, 28034 Madrid, Spain
- Biomedical Research Networking Center of Hepatic and Digestive Diseases, Institute of Health Carlos III, 28034 Madrid, Spain
| | - Julia Buján
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, Alcala de Henares, 28871 Madrid, Spain
- Ramón y Cajal Institute of Sanitary Research, 28034 Madrid, Spain
| | - Melchor Alvarez-Mon
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, Alcala de Henares, 28871 Madrid, Spain
- Ramón y Cajal Institute of Sanitary Research, 28034 Madrid, Spain
- Biomedical Research Networking Center of Hepatic and Digestive Diseases, Institute of Health Carlos III, 28034 Madrid, Spain
- Immune System Diseases-Rheumatology, Oncology Service and Internal Medicine, Prince of Asturias University Hospital, Alcala de Henares, 28806 Madrid, Spain
| | - Luis G. Guijarro
- Ramón y Cajal Institute of Sanitary Research, 28034 Madrid, Spain
- Unit of Biochemistry and Molecular Biology, Department of System Biology, University of Alcalá, Alcala de Henares, 28871 Madrid, Spain
- Immune System Diseases-Rheumatology, Oncology Service and Internal Medicine, Prince of Asturias University Hospital, Alcala de Henares, 28806 Madrid, Spain
| | - Miguel A. Ortega
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, Alcala de Henares, 28871 Madrid, Spain
- Ramón y Cajal Institute of Sanitary Research, 28034 Madrid, Spain
- Cancer Registry and Pathology Department, Prince of Asturias University Hospital, Alcala de Henares, 28806 Madrid, Spain
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Roy A, Sahoo J, Kamalanathan S, Naik D, Mohan P, Kalayarasan R. Diabetes and pancreatic cancer: Exploring the two-way traffic. World J Gastroenterol 2021; 27:4939-4962. [PMID: 34497428 PMCID: PMC8384733 DOI: 10.3748/wjg.v27.i30.4939] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/28/2021] [Revised: 06/16/2021] [Accepted: 07/07/2021] [Indexed: 02/06/2023] Open
Abstract
Pancreatic cancer (PC) is often associated with a poor prognosis. Long-standing diabetes mellitus is considered as an important risk factor for its development. This risk can be modified by the use of certain antidiabetic medications. On the other hand, new-onset diabetes can signal towards an underlying PC in the elderly population. Recently, several attempts have been made to develop an effective clinical tool for PC screening using a combination of history of new-onset diabetes and several other clinical and biochemical markers. On the contrary, diabetes affects the survival after treatment for PC. We describe this intimate and complex two-way relationship of diabetes and PC in this review by exploring the underlying pathogenesis.
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Affiliation(s)
- Ayan Roy
- Department of Endocrinology, Jawaharlal Institute of Postgraduate Medical Education and Research, Puducherry 605006, India
- Department of Endocrinology and Metabolism, All India Institute of Medical Sciences, Jodhpur 342005, India
| | - Jayaprakash Sahoo
- Department of Endocrinology, Jawaharlal Institute of Postgraduate Medical Education and Research, Puducherry 605006, India
| | - Sadishkumar Kamalanathan
- Department of Endocrinology, Jawaharlal Institute of Postgraduate Medical Education and Research, Puducherry 605006, India
| | - Dukhabandhu Naik
- Department of Endocrinology, Jawaharlal Institute of Postgraduate Medical Education and Research, Puducherry 605006, India
| | - Pazhanivel Mohan
- Department of Gastroenterology, Jawaharlal Institute of Postgraduate Medical Education and Research, Puducherry 605006, India
| | - Raja Kalayarasan
- Department of Surgical Gastroenterology, Jawaharlal Institute of Postgraduate Medical Education and Research, Puducherry 605006, India
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O'Neill RS, Stoita A. Biomarkers in the diagnosis of pancreatic cancer: Are we closer to finding the golden ticket? World J Gastroenterol 2021; 27:4045-4087. [PMID: 34326612 PMCID: PMC8311531 DOI: 10.3748/wjg.v27.i26.4045] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/26/2021] [Revised: 03/24/2021] [Accepted: 06/15/2021] [Indexed: 02/06/2023] Open
Abstract
Pancreatic cancer (PC) is a leading cause of cancer related mortality on a global scale. The disease itself is associated with a dismal prognosis, partly due to its silent nature resulting in patients presenting with advanced disease at the time of diagnosis. To combat this, there has been an explosion in the last decade of potential candidate biomarkers in the research setting in the hope that a diagnostic biomarker may provide a glimmer of hope in what is otherwise quite a substantial clinical dilemma. Currently, serum carbohydrate antigen 19-9 is utilized in the diagnostic work-up of patients diagnosed with PC however this biomarker lacks the sensitivity and specificity associated with a gold-standard marker. In the search for a biomarker that is both sensitive and specific for the diagnosis of PC, there has been a paradigm shift towards a focus on liquid biopsy and the use of diagnostic panels which has subsequently proved to have efficacy in the diagnosis of PC. Currently, promising developments in the field of early detection on PC using diagnostic biomarkers include the detection of microRNA (miRNA) in serum and circulating tumour cells. Both these modalities, although in their infancy and yet to be widely accepted into routine clinical practice, possess merit in the early detection of PC. We reviewed over 300 biomarkers with the aim to provide an in-depth summary of the current state-of-play regarding diagnostic biomarkers in PC (serum, urinary, salivary, faecal, pancreatic juice and biliary fluid).
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Affiliation(s)
- Robert S O'Neill
- Department of Gastroenterology, St Vincent's Hospital Sydney, Sydney 2010, Australia
- St George and Sutherland Clinical School, Faculty of Medicine, University of New South Wales, Sydney 2010, Australia
| | - Alina Stoita
- Department of Gastroenterology, St Vincent's Hospital Sydney, Sydney 2010, Australia
- St Vincent’s Clinical School, Faculty of Medicine, University of New South Wales, Sydney 2010, Australia
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13
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Non-Invasive Biomarkers for Earlier Detection of Pancreatic Cancer-A Comprehensive Review. Cancers (Basel) 2021; 13:cancers13112722. [PMID: 34072842 PMCID: PMC8198035 DOI: 10.3390/cancers13112722] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2021] [Revised: 05/20/2021] [Accepted: 05/27/2021] [Indexed: 12/24/2022] Open
Abstract
Simple Summary Pancreatic ductal adenocarcinoma (PDAC), which represents approximately 90% of all pancreatic cancers, is an extremely aggressive and lethal disease. It is considered a silent killer due to a largely asymptomatic course and late clinical presentation. Earlier detection of the disease would likely have a great impact on changing the currently poor survival figures for this malignancy. In this comprehensive review, we assessed over 4000 reports on non-invasive PDAC biomarkers in the last decade. Applying the Quality Assessment of Diagnostic Accuracy Studies (QUADAS-2) tool, we selected and reviewed in more detail 49 relevant studies reporting on the most promising candidate biomarkers. In addition, we also highlight the present challenges and complexities of translating novel biomarkers into clinical use. Abstract Pancreatic ductal adenocarcinoma (PDAC) carries a deadly diagnosis, due in large part to delayed presentation when the disease is already at an advanced stage. CA19-9 is currently the most commonly utilized biomarker for PDAC; however, it lacks the necessary accuracy to detect precursor lesions or stage I PDAC. Novel biomarkers that could detect this malignancy with improved sensitivity (SN) and specificity (SP) would likely result in more curative resections and more effective therapeutic interventions, changing thus the present dismal survival figures. The aim of this study was to systematically and comprehensively review the scientific literature on non-invasive biomarkers in biofluids such as blood, urine and saliva that were attempting earlier PDAC detection. The search performed covered a period of 10 years (January 2010—August 2020). Data were extracted using keywords search in the three databases: MEDLINE, Web of Science and Embase. The Quality Assessment of Diagnostic Accuracy Studies (QUADAS-2) tool was applied for study selection based on establishing the risk of bias and applicability concerns in Patient Selection, Index test (biomarker assay) and Reference Standard (standard-of-care diagnostic test). Out of initially over 4000 published reports, 49 relevant studies were selected and reviewed in more detail. In addition, we discuss the present challenges and complexities in the path of translating the discovered biomarkers into the clinical setting. Our systematic review highlighted several promising biomarkers that could, either alone or in combination with CA19-9, potentially improve earlier detection of PDAC. Overall, reviewed biomarker studies should aim to improve methodological and reporting quality, and novel candidate biomarkers should be investigated further in order to demonstrate their clinical usefulness. However, challenges and complexities in the path of translating the discovered biomarkers from the research laboratory to the clinical setting remain and would have to be addressed before a more realistic breakthrough in earlier detection of PDAC is achieved.
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Luo G, Jin K, Deng S, Cheng H, Fan Z, Gong Y, Qian Y, Huang Q, Ni Q, Liu C, Yu X. Roles of CA19-9 in pancreatic cancer: Biomarker, predictor and promoter. Biochim Biophys Acta Rev Cancer 2021; 1875:188409. [PMID: 32827580 DOI: 10.1016/j.bbcan.2020.188409] [Citation(s) in RCA: 118] [Impact Index Per Article: 39.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2020] [Revised: 06/29/2020] [Accepted: 07/20/2020] [Indexed: 02/07/2023]
Abstract
Carbohydrate antigen 19-9 (CA19-9) is the best validated biomarker and an indicator of aberrant glycosylation in pancreatic cancer. CA19-9 functions as a biomarker, predictor, and promoter in pancreatic cancer. As a biomarker, the sensitivity is approximately 80%, and the major challenges involve false positives in conditions of inflammation and nonpancreatic cancers and false negatives in Lewis-negative Individuals. Lewis antigen status should be determined when using CA19-9 as a biomarker. CA19-9 has screening potential when combined with symptoms and/or risk factors. As a predictor, CA19-9 could be used to assess stage, prognosis, resectability, recurrence, and therapeutic efficacy. Normal baseline levels of CA19-9 are associated with long-term survival. As a promoter, CA19-9 could be used to evaluate the biology of pancreatic cancer. CA19-9 can accelerate pancreatic cancer progression by glycosylating proteins, binding to E-selectin, strengthening angiogenesis, and mediating the immunological response. CA19-9 is an attractive therapeutic target for cancer, and strategies include therapeutic antibodies and vaccines, CA19-9-guided nanoparticles, and inhibition of CA19-9 biosynthesis.
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Affiliation(s)
- Guopei Luo
- Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center, China; Department of Oncology, Shanghai Medical College, Fudan University, China; Pancreatic Cancer Institute, Fudan University, Shanghai Pancreatic Cancer Institute, China
| | - Kaizhou Jin
- Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center, China; Department of Oncology, Shanghai Medical College, Fudan University, China; Pancreatic Cancer Institute, Fudan University, Shanghai Pancreatic Cancer Institute, China
| | - Shengming Deng
- Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center, China; Department of Oncology, Shanghai Medical College, Fudan University, China; Pancreatic Cancer Institute, Fudan University, Shanghai Pancreatic Cancer Institute, China
| | - He Cheng
- Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center, China; Department of Oncology, Shanghai Medical College, Fudan University, China; Pancreatic Cancer Institute, Fudan University, Shanghai Pancreatic Cancer Institute, China
| | - Zhiyao Fan
- Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center, China; Department of Oncology, Shanghai Medical College, Fudan University, China; Pancreatic Cancer Institute, Fudan University, Shanghai Pancreatic Cancer Institute, China
| | - Yitao Gong
- Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center, China; Department of Oncology, Shanghai Medical College, Fudan University, China; Pancreatic Cancer Institute, Fudan University, Shanghai Pancreatic Cancer Institute, China
| | - Yunzhen Qian
- Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center, China; Department of Oncology, Shanghai Medical College, Fudan University, China; Pancreatic Cancer Institute, Fudan University, Shanghai Pancreatic Cancer Institute, China
| | - Qiuyi Huang
- Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center, China; Department of Oncology, Shanghai Medical College, Fudan University, China; Pancreatic Cancer Institute, Fudan University, Shanghai Pancreatic Cancer Institute, China
| | - Quanxing Ni
- Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center, China; Department of Oncology, Shanghai Medical College, Fudan University, China; Pancreatic Cancer Institute, Fudan University, Shanghai Pancreatic Cancer Institute, China
| | - Chen Liu
- Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center, China; Department of Oncology, Shanghai Medical College, Fudan University, China; Pancreatic Cancer Institute, Fudan University, Shanghai Pancreatic Cancer Institute, China.
| | - Xianjun Yu
- Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center, China; Department of Oncology, Shanghai Medical College, Fudan University, China; Pancreatic Cancer Institute, Fudan University, Shanghai Pancreatic Cancer Institute, China.
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15
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Wang W, Xu Q, Li B, Li H, Shen S, Wu J, Ge H, Zhang H, Chen S, Chen W, Gao J, Tang H, Liang B, Zheng X, Sun L. Proteomic analysis of psoriatic skin lesions in a Chinese population. J Proteomics 2021; 240:104207. [PMID: 33798793 DOI: 10.1016/j.jprot.2021.104207] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2020] [Revised: 03/18/2021] [Accepted: 03/20/2021] [Indexed: 02/07/2023]
Abstract
Psoriasis is a chronic skin disorder with undefined pathogenesis. Several biomarkers for this disease have been identified by proteomic analysis. We explored the whole-proteomic changes in 45 pairs of psoriatic and adjacent noninvolved skin tissues in a Chinese population. A total of 3686 proteins were identified, of which 3008 were quantified. A total of 102 and 124 proteins were upregulated and downregulated in lesional skin, respectively. SART1 (P = 3.55 × 10-5) and GLTP (P = 1.54 × 10-3) were the most significantly down- and upregulated proteins. Nearly 90% of these differentially regulated proteins exhibited the same expression trends as those in an online RNA sequencing dataset for psoriasis; 19 differentially regulated proteins exhibited a negative relationship with DNA methylation data for psoriatic lesions. The differentially expressed proteins were enriched in ribosomes, antigen processing and presentation, immune response, and IL-17 signalling pathways. This study identified multiple differentially regulated proteins in psoriatic lesions, which suggested that changes in the proteome play important regulatory roles in psoriasis-associated processes. SIGNIFICANCE: Proteomic analysis was performed in 45 pairs of psoriatic and adjacent noninvolved skin tissues in a Chinese population. More than 3000 proteins were quantified, of which 226 were differentially expressed in psoriatic skin tissues. These proteins were mainly enriched in the immune response, antigen processing and presentation and IL-17 signalling pathways, which have been reported to be associated with the pathogenesis of psoriasis.
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Affiliation(s)
- Wenjun Wang
- Department of Dermatology, No. 1 Hospital, Anhui Medical University, Hefei 230022, China; Institute of Dermatology, Anhui Medical University, Hefei 230032, China; Key Laboratory of Dermatology, Anhui Medical University, Ministry of Education, China, Hefei 230032, China; Anhui Provincial Institute of Translational Medicine, Hefei 230032, China
| | - Qiongqiong Xu
- Department of Dermatology, No. 1 Hospital, Anhui Medical University, Hefei 230022, China; Institute of Dermatology, Anhui Medical University, Hefei 230032, China; Key Laboratory of Dermatology, Anhui Medical University, Ministry of Education, China, Hefei 230032, China
| | - Bao Li
- Department of Dermatology, No. 1 Hospital, Anhui Medical University, Hefei 230022, China; Institute of Dermatology, Anhui Medical University, Hefei 230032, China; Key Laboratory of Dermatology, Anhui Medical University, Ministry of Education, China, Hefei 230032, China
| | - Hui Li
- Department of Dermatology, No. 1 Hospital, Anhui Medical University, Hefei 230022, China; Institute of Dermatology, Anhui Medical University, Hefei 230032, China; Key Laboratory of Dermatology, Anhui Medical University, Ministry of Education, China, Hefei 230032, China
| | - Songke Shen
- Department of Dermatology, No. 1 Hospital, Anhui Medical University, Hefei 230022, China; Institute of Dermatology, Anhui Medical University, Hefei 230032, China; Key Laboratory of Dermatology, Anhui Medical University, Ministry of Education, China, Hefei 230032, China
| | - Jing Wu
- Department of Dermatology, No. 1 Hospital, Anhui Medical University, Hefei 230022, China; Institute of Dermatology, Anhui Medical University, Hefei 230032, China; Key Laboratory of Dermatology, Anhui Medical University, Ministry of Education, China, Hefei 230032, China
| | - Huiyao Ge
- Department of Dermatology, No. 1 Hospital, Anhui Medical University, Hefei 230022, China; Institute of Dermatology, Anhui Medical University, Hefei 230032, China; Key Laboratory of Dermatology, Anhui Medical University, Ministry of Education, China, Hefei 230032, China
| | - Hui Zhang
- Department of Dermatology, No. 1 Hospital, Anhui Medical University, Hefei 230022, China; Institute of Dermatology, Anhui Medical University, Hefei 230032, China; Key Laboratory of Dermatology, Anhui Medical University, Ministry of Education, China, Hefei 230032, China
| | - Shirui Chen
- Department of Dermatology, No. 1 Hospital, Anhui Medical University, Hefei 230022, China; Institute of Dermatology, Anhui Medical University, Hefei 230032, China; Key Laboratory of Dermatology, Anhui Medical University, Ministry of Education, China, Hefei 230032, China
| | - Weiwei Chen
- Department of Dermatology, No. 1 Hospital, Anhui Medical University, Hefei 230022, China; Institute of Dermatology, Anhui Medical University, Hefei 230032, China; Key Laboratory of Dermatology, Anhui Medical University, Ministry of Education, China, Hefei 230032, China
| | - Jinping Gao
- Department of Dermatology, No. 1 Hospital, Anhui Medical University, Hefei 230022, China; Institute of Dermatology, Anhui Medical University, Hefei 230032, China; Key Laboratory of Dermatology, Anhui Medical University, Ministry of Education, China, Hefei 230032, China
| | - Huayang Tang
- Department of Dermatology, No. 1 Hospital, Anhui Medical University, Hefei 230022, China; Institute of Dermatology, Anhui Medical University, Hefei 230032, China; Key Laboratory of Dermatology, Anhui Medical University, Ministry of Education, China, Hefei 230032, China
| | - Bo Liang
- Department of Dermatology, No. 1 Hospital, Anhui Medical University, Hefei 230022, China; Institute of Dermatology, Anhui Medical University, Hefei 230032, China; Key Laboratory of Dermatology, Anhui Medical University, Ministry of Education, China, Hefei 230032, China
| | - Xiaodong Zheng
- Department of Dermatology, No. 1 Hospital, Anhui Medical University, Hefei 230022, China; Institute of Dermatology, Anhui Medical University, Hefei 230032, China; Key Laboratory of Dermatology, Anhui Medical University, Ministry of Education, China, Hefei 230032, China
| | - Liangdan Sun
- Department of Dermatology, No. 1 Hospital, Anhui Medical University, Hefei 230022, China; Institute of Dermatology, Anhui Medical University, Hefei 230032, China; Key Laboratory of Dermatology, Anhui Medical University, Ministry of Education, China, Hefei 230032, China; Anhui Provincial Institute of Translational Medicine, Hefei 230032, China; Inflammation and Immune Mediated Diseases Laboratory of Anhui Province, Hefei 230032, China.
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16
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Clinical Perspective on Proteomic and Glycomic Biomarkers for Diagnosis, Prognosis, and Prediction of Pancreatic Cancer. Int J Mol Sci 2021; 22:ijms22052655. [PMID: 33800786 PMCID: PMC7961509 DOI: 10.3390/ijms22052655] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Revised: 02/26/2021] [Accepted: 03/02/2021] [Indexed: 02/07/2023] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is known as a highly aggressive malignant disease. Prognosis for patients is notoriously poor, despite improvements in surgical techniques and new (neo)adjuvant chemotherapy regimens. Early detection of PDAC may increase the overall survival. It is furthermore foreseen that precision medicine will provide improved prognostic stratification and prediction of therapeutic response. In this review, omics-based discovery efforts are presented that aim for novel diagnostic and prognostic biomarkers of PDAC. For this purpose, we systematically evaluated the literature published between 1999 and 2020 with a focus on protein- and protein-glycosylation biomarkers in pancreatic cancer patients. Besides genomic and transcriptomic approaches, mass spectrometry (MS)-based proteomics and glycomics of blood- and tissue-derived samples from PDAC patients have yielded new candidates with biomarker potential. However, for reasons discussed in this review, the validation and clinical translation of these candidate markers has not been successful. Consequently, there has been a change of mindset from initial efforts to identify new unimarkers into the current hypothesis that a combination of biomarkers better suits a diagnostic or prognostic panel. With continuing development of current research methods and available techniques combined with careful study designs, new biomarkers could contribute to improved detection, prognosis, and prediction of pancreatic cancer.
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17
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Yang KS, Ciprani D, O'Shea A, Liss AS, Yang R, Fletcher-Mercaldo S, Mino-Kenudson M, Fernández-Del Castillo C, Weissleder R. Extracellular Vesicle Analysis Allows for Identification of Invasive IPMN. Gastroenterology 2021; 160:1345-1358.e11. [PMID: 33301777 PMCID: PMC7956058 DOI: 10.1053/j.gastro.2020.11.046] [Citation(s) in RCA: 51] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/20/2020] [Revised: 10/21/2020] [Accepted: 11/18/2020] [Indexed: 12/13/2022]
Abstract
BACKGROUND AND AIMS Advances in cross-sectional imaging have resulted in increased detection of intraductal papillary mucinous neoplasms (IPMNs), and their management remains controversial. At present, there is no reliable noninvasive method to distinguish between indolent and high risk IPMNs. We performed extracellular vesicle (EV) analysis to identify markers of malignancy in an attempt to better stratify these lesions. METHODS Using a novel ultrasensitive digital extracellular vesicle screening technique (DEST), we measured putative biomarkers of malignancy (MUC1, MUC2, MUC4, MUC5AC, MUC6, Das-1, STMN1, TSP1, TSP2, EGFR, EpCAM, GPC1, WNT-2, EphA2, S100A4, PSCA, MUC13, ZEB1, PLEC1, HOOK1, PTPN6, and FBN1) in EV from patient-derived cell lines and then on circulating EV obtained from peripheral blood drawn from patients with IPMNs. We enrolled a total of 133 patients in two separate cohorts: a clinical discovery cohort (n = 86) and a validation cohort (n = 47). RESULTS From 16 validated EV proteins in plasma samples collected from the discovery cohort, only MUC5AC showed significantly higher levels in high-grade lesions. Of the 11 patients with invasive IPMN (inv/HG), 9 had high MUC5AC expression in plasma EV of the 11 patients with high-grade dysplasia alone, only 1 had high MUC5AC expression (sensitivity of 82%, specificity of 100%). These findings were corroborated in a separate validation cohort. The addition of MUC5AC as a biomarker to imaging and high-riskstigmata allowed detection of all cases requiring surgery, whereas imaging and high-risk stigmata alone would have missed 5 of 14 cases (36%). CONCLUSIONS MUC5AC in circulating EV can predict the presence of invasive carcinoma within IPMN. This approach has the potential to improve the management and follow-up of patients with IPMN including avoiding unnecessary surgery.
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Affiliation(s)
- Katherine S Yang
- Center for Systems Biology, Massachusetts General Hospital, Boston, Massachusetts
| | - Debora Ciprani
- Department of Surgery, Massachusetts General Hospital, Boston, Massachusetts
| | - Aileen O'Shea
- Center for Systems Biology, Massachusetts General Hospital, Boston, Massachusetts; Department of Radiology, Massachusetts General Hospital, Boston, Massachusetts
| | - Andrew S Liss
- Department of Surgery, Massachusetts General Hospital, Boston, Massachusetts
| | - Robert Yang
- Center for Systems Biology, Massachusetts General Hospital, Boston, Massachusetts
| | | | - Mari Mino-Kenudson
- Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts
| | | | - Ralph Weissleder
- Center for Systems Biology, Massachusetts General Hospital, Boston, Massachusetts; Department of Radiology, Massachusetts General Hospital, Boston, Massachusetts; Department of Systems Biology, Harvard Medical School, Boston, Massachusetts.
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18
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Xia H, Feng L, Lin L, Jiang Z, Chen J, Shi W, Ying S, Yu M, Ju L, Zhu L, Shi L, Zhang X, Lou J. Exploration of identifying novel serum biomarkers for malignant mesothelioma using iTRAQ combined with 2D-LC-MS/MS. ENVIRONMENTAL RESEARCH 2021; 193:110467. [PMID: 33197421 DOI: 10.1016/j.envres.2020.110467] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/04/2020] [Revised: 09/16/2020] [Accepted: 11/09/2020] [Indexed: 06/11/2023]
Abstract
Malignant mesothelioma (MM) is an aggressive cancer linked to asbestos exposure. Its poor prognosis makes early diagnosis extremely important, which would provide an opportunity for early treatment and potentially changing outcomes. This study aimed to explore the underlying mechanisms of MM and discover novel noninvasive biomarkers for the diagnosis of malignant mesothelioma. Using Isobaric tags for relative and absolute quantitation (iTRAQ) combined with two-dimensional liquid chromatography/tandem mass spectrometry (2D LC-MS/MS), a total of 145 differentially expressed serum proteins were identified between MM patients and healthy controls. The identified proteins were further analyzed by bioinformatics, out of which three candidate biomarkers (Filamin A (FLNA), Fibulin 1 (FBLN1) and Thrombospondin-1 (TSP-1)) were validated in large cohorts of patients with asbestos-related diseases including MM patients by ELISA assay. Receiver operating characteristic (ROC) curve analysis showed that serum FLNA, FBLN1 and TSP-1 had high diagnostic values in distinguishing MM patients from healthy controls, individuals with asbestos exposure (AE), and patients with pleural plaques (PP) or asbestosis. Meanwhile, serum FBLN1 and TSP-1 possessed good diagnostic values in distinguishing asbestosis patients from healthy controls and individuals with AE. The combination of FLNA, FBLN1, and TSP-1 proteins had higher sensitivity and specificity in discriminating patients with MM, PP and asbestosis. Our findings indicated that analysis of serum proteome using iTRAQ is a feasible strategy for biomarker discovery, and serum FLNA, FBLN1 and TSP-1 may be promising candidates for diagnosis of malignant mesothelioma and screening of at-risk individuals.
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Affiliation(s)
- Hailing Xia
- Institute of Occupation Diseases, Hangzhou Medical College (Zhejiang Academy of Medical Sciences), Hangzhou, 310013, Zhejiang, China
| | - Lingfang Feng
- Institute of Occupation Diseases, Hangzhou Medical College (Zhejiang Academy of Medical Sciences), Hangzhou, 310013, Zhejiang, China
| | - Lijun Lin
- Institute of Occupation Diseases, Hangzhou Medical College (Zhejiang Academy of Medical Sciences), Hangzhou, 310013, Zhejiang, China
| | - Zhaoqiang Jiang
- Institute of Occupation Diseases, Hangzhou Medical College (Zhejiang Academy of Medical Sciences), Hangzhou, 310013, Zhejiang, China
| | - Junqiang Chen
- Institute of Occupation Diseases, Hangzhou Medical College (Zhejiang Academy of Medical Sciences), Hangzhou, 310013, Zhejiang, China
| | - Wei Shi
- Department of Surgery, Children's Hospital Los Angeles, Keck School of Medicine of the University of Southern California, Los Angeles, CA, 90027, USA
| | - Shibo Ying
- Institute of Occupation Diseases, Hangzhou Medical College (Zhejiang Academy of Medical Sciences), Hangzhou, 310013, Zhejiang, China
| | - Min Yu
- Institute of Occupation Diseases, Hangzhou Medical College (Zhejiang Academy of Medical Sciences), Hangzhou, 310013, Zhejiang, China
| | - Li Ju
- Institute of Occupation Diseases, Hangzhou Medical College (Zhejiang Academy of Medical Sciences), Hangzhou, 310013, Zhejiang, China
| | - Lijin Zhu
- Institute of Occupation Diseases, Hangzhou Medical College (Zhejiang Academy of Medical Sciences), Hangzhou, 310013, Zhejiang, China
| | - Li Shi
- Institute of Occupation Diseases, Hangzhou Medical College (Zhejiang Academy of Medical Sciences), Hangzhou, 310013, Zhejiang, China
| | - Xing Zhang
- Institute of Occupation Diseases, Hangzhou Medical College (Zhejiang Academy of Medical Sciences), Hangzhou, 310013, Zhejiang, China
| | - Jianlin Lou
- Institute of Occupation Diseases, Hangzhou Medical College (Zhejiang Academy of Medical Sciences), Hangzhou, 310013, Zhejiang, China.
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19
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Yoon BH, Ang SM, Alabd A, Furlong K, Yeo CJ, Lavu H, Winter JM. Pancreatic Cancer-Associated Diabetes is Clinically Distinguishable From Conventional Diabetes. J Surg Res 2021; 261:215-225. [PMID: 33453685 DOI: 10.1016/j.jss.2020.12.015] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2020] [Revised: 11/11/2020] [Accepted: 12/07/2020] [Indexed: 02/08/2023]
Abstract
BACKGROUND Type 3c diabetes mellitus (T3cDM) is diabetes secondary to other pancreatic diseases such as chronic pancreatitis, pancreatic resection, cystic fibrosis, and pancreatic ductal adenocarcinoma (PDA). Clinically, it may easily be confused with conventional type 2 diabetes mellitus (T2DM). A delay in pancreatic cancer diagnosis and treatment leads to a worse outcome. Therefore, early recognition of PDA-associated T3cDM and distinction from conventional T2DM represents an opportunity improve survival in patients with PDA. METHODS Six hundred and sixty four patients with PDA underwent pancreatic resection. Patients were classified as per whether or not they had diabetes. The specific type of diabetes was determined. T3cDM surgical patients (n = 127) were compared with a control group of medical patients with T2DM who did not have PDA (n = 127). RESULTS Patients with T3cDM were older (66 versus 61 y, P < 0.001), had lower body mass indices (25.9 versus 32.1, P < 0.001), more favorable hemoglobin A1c levels (7.0 versus 8.8, P < 0.001), higher alanine aminotransferase levels (39 versus 20, P < 0.001), and lower creatinine levels (0.8 versus 0.9 mg/dL, P < 0.001). In addition, they were more likely to be insulin dependent. In a subgroup analysis of surgical patients, T3cDM (versus surgical patients with T2DM and no diabetes) was not associated with surrogate markers of main pancreatic duct obstruction and glandular atrophy. CONCLUSIONS PDA-associated T3cDM has a distinctive presenting phenotype compared with medical patients with conventional T2DM. Greater attention to associated signs, symptoms, and biochemical data could identify patients at risk for harboring an underlying pancreatic malignancy and trigger diagnostic pathways leading to earlier PDA diagnosis and treatment.
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Affiliation(s)
- Bo Hyung Yoon
- Department of Internal Medicine, Thomas Jefferson University Hospital, Philadelphia, Pennsylvania
| | - Su Mae Ang
- Sidney Kimmel Medical College of Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Andre Alabd
- Sidney Kimmel Medical College of Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Kevin Furlong
- Department of Endocrinology, Thomas Jefferson University Hospital, Philadelphia, Pennsylvania
| | - Charles J Yeo
- Department of Surgery, Thomas Jefferson University Hospital, Philadelphia, Pennsylvania
| | - Harish Lavu
- Department of Surgery, Thomas Jefferson University Hospital, Philadelphia, Pennsylvania
| | - Jordan M Winter
- Department of Surgery, UH Cleveland Medical Center, Cleveland, Ohio.
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20
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Nakao Y, Nakagawa S, Yamashita YI, Umezaki N, Okamoto Y, Ogata Y, Yasuda-Yoshihara N, Itoyama R, Yusa T, Yamashita K, Miyata T, Okabe H, Hayashi H, Imai K, Baba H. High ARHGEF2 (GEF-H1) Expression is Associated with Poor Prognosis Via Cell Cycle Regulation in Patients with Pancreatic Cancer. Ann Surg Oncol 2021; 28:4733-4743. [PMID: 33393038 DOI: 10.1245/s10434-020-09383-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2020] [Accepted: 10/29/2020] [Indexed: 02/06/2023]
Abstract
BACKGROUND Pancreatic cancer has an extremely poor prognosis, even after curative resection. Treatment options for pancreatic cancer remain limited, therefore new therapeutic targets are urgently needed. We searched for genes predictive of poor prognosis in pancreatic cancer using a public database and validated the survival impact of the selected gene in a patient cohort. METHODS We used a public database to search for genes associated with early pancreatic cancer recurrence. As a validation cohort, 201 patients who underwent radical resection in our institution were enrolled. Expression of the target gene was evaluated using immunohistochemistry (IHC). We evaluated growth and invasiveness using small interfering RNAs, then performed pathway analysis using gene set enrichment analysis. RESULTS We extracted ARHGEF2 from GSE21501 as a gene with a high hazard ratio (HR) for early recurrence within 1 year. The high ARHGEF2 expression group had significantly poorer recurrence-free survival (RFS) and poorer overall survival (OS) than the low ARHGEF2 expression group. Multivariate analysis demonstrated that high ARHGEF2 expression was an independent poor prognostic factor for RFS (HR 1.92) and OS (HR 1.63). In vitro, ARHGEF2 suppression resulted in reduced cell growth and invasiveness. Bioinformatic analysis revealed that ARHGEF2 expression was associated with MYC, G2M, E2F, and CDC25A expression, suggesting that c-Myc and cell cycle genes are associated with high ARHGEF2 expression. IHC revealed a positive correlation between ARHGEF2 and c-Myc expression. CONCLUSIONS High ARHGEF2 expression is associated with cell cycle progression, and predicts early recurrence and poor survival in patients with pancreatic cancer.
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Affiliation(s)
- Yosuke Nakao
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Shigeki Nakagawa
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Yo-Ichi Yamashita
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Naoki Umezaki
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Yuya Okamoto
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Yoko Ogata
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Noriko Yasuda-Yoshihara
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Rumi Itoyama
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Toshihiko Yusa
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Kohei Yamashita
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Tatsunori Miyata
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Hirohisa Okabe
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Hiromitsu Hayashi
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Katsunori Imai
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Hideo Baba
- Department of Gastroenterological Surgery, Graduate School of Life Sciences, Kumamoto University, Kumamoto, Japan.
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21
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Liu Y, Kaur S, Huang Y, Fahrmann JF, Rinaudo JA, Hanash SM, Batra SK, Singhi AD, Brand RE, Maitra A, Haab BB. Biomarkers and Strategy to Detect Preinvasive and Early Pancreatic Cancer: State of the Field and the Impact of the EDRN. Cancer Epidemiol Biomarkers Prev 2020; 29:2513-2523. [PMID: 32532830 PMCID: PMC7710622 DOI: 10.1158/1055-9965.epi-20-0161] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2020] [Revised: 04/20/2020] [Accepted: 06/05/2020] [Indexed: 12/19/2022] Open
Abstract
Patients afflicted with pancreatic ductal adenocarcinoma (PDAC) face a dismal prognosis, but headway could be made if physicians could identify the disease earlier. A compelling strategy to broaden the use of surveillance for PDAC is to incorporate molecular biomarkers in combination with clinical analysis and imaging tools. This article summarizes the components involved in accomplishing biomarker validation and an analysis of the requirements of molecular biomarkers for disease surveillance. We highlight the significance of consortia for this research and highlight resources and infrastructure of the Early Detection Research Network (EDRN). The EDRN brings together the multifaceted expertise and resources needed for biomarker validation, such as study design, clinical care, biospecimen collection and handling, molecular technologies, and biostatistical analysis, and studies coming out of the EDRN have yielded biomarkers that are moving forward in validation. We close the article with an overview of the current investigational biomarkers, an analysis of their performance relative to the established benchmarks, and an outlook on the current needs in the field. The outlook for improving the early detection of PDAC looks promising, and the pace of further research should be quickened through the resources and expertise of the EDRN and other consortia.See all articles in this CEBP Focus section, "NCI Early Detection Research Network: Making Cancer Detection Possible."
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Affiliation(s)
- Ying Liu
- Van Andel Institute, Grand Rapids, Michigan
| | | | - Ying Huang
- Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Johannes F Fahrmann
- Sheikh Ahmed Center for Pancreatic Cancer Research, MD Anderson Cancer Center, Houston, Texas
| | - Jo Ann Rinaudo
- Division of Cancer Prevention, National Cancer Institute, Bethesda, Maryland
| | - Samir M Hanash
- Sheikh Ahmed Center for Pancreatic Cancer Research, MD Anderson Cancer Center, Houston, Texas
| | | | - Aatur D Singhi
- University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | - Randall E Brand
- University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | - Anirban Maitra
- Sheikh Ahmed Center for Pancreatic Cancer Research, MD Anderson Cancer Center, Houston, Texas
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22
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Xu T, Xu X, Liu PC, Mao H, Ju S. Transcriptomic Analyses and Potential Therapeutic Targets of Pancreatic Cancer With Concomitant Diabetes. Front Oncol 2020; 10:563527. [PMID: 33251135 PMCID: PMC7672183 DOI: 10.3389/fonc.2020.563527] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2020] [Accepted: 10/13/2020] [Indexed: 12/16/2022] Open
Abstract
Background Methods Results Conclusions
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Affiliation(s)
- Tingting Xu
- Jiangsu Key Laboratory of Molecular and Functional Imaging, Department of Radiology, Zhongda Hospital, Medical School of Southeast University, Nanjing, China
| | - Xiaoxuan Xu
- Jiangsu Key Laboratory of Molecular and Functional Imaging, Department of Radiology, Zhongda Hospital, Medical School of Southeast University, Nanjing, China
| | - Peng-Cheng Liu
- The College of Life Science, Anhui Normal University, Wuhu, China
| | - Hui Mao
- Department of Radiology and Imaging Sciences, Emory University, Atlanta, GA, United States
| | - Shenghong Ju
- Jiangsu Key Laboratory of Molecular and Functional Imaging, Department of Radiology, Zhongda Hospital, Medical School of Southeast University, Nanjing, China
- *Correspondence: Shenghong Ju,
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23
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Meleady P, Abdul Rahman R, Henry M, Moriarty M, Clynes M. Proteomic analysis of pancreatic ductal adenocarcinoma. Expert Rev Proteomics 2020; 17:453-467. [PMID: 32755290 DOI: 10.1080/14789450.2020.1803743] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
INTRODUCTION Pancreatic ductal adenocarcinoma (PDAC), which represents approximately 80% of all pancreatic cancers, is a highly aggressive malignant disease and one of the most lethal among all cancers. Overall, the 5-year survival rate among all pancreatic cancer patients is less than 9%; these rates have shown little change over the past 30 years. A more comprehensive understanding of the molecular mechanisms underlying this complex disease is crucial to the development of new diagnostic tools for early detection and disease monitoring, as well as to identify new and more effective therapeutics to improve patient outcomes. AREA COVERED We summarize recent advances in proteomic strategies and mass spectrometry to identify new biomarkers for early detection and monitoring of disease progression, predict response to therapy, and to identify novel proteins that have the potential to be 'druggable' therapeutic targets. An overview of proteomic studies that have been conducted to further our mechanistic understanding of metastasis and chemotherapy resistance in PDAC disease progression will also be discussed. EXPERT COMMENTARY The results from these PDAC proteomic studies on a variety of PDAC sample types (e.g., blood, tissue, cell lines, exosomes, etc.) provide great promise of having a significant clinical impact and improving patient outcomes.
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Affiliation(s)
- Paula Meleady
- National Institute for Cellular Biotechnology, Dublin City University , Dublin, Ireland
| | - Rozana Abdul Rahman
- St. Vincent's University Hospital , Dublin, Ireland.,St. Luke's Hospital , Dublin, Ireland
| | - Michael Henry
- National Institute for Cellular Biotechnology, Dublin City University , Dublin, Ireland
| | - Michael Moriarty
- National Institute for Cellular Biotechnology, Dublin City University , Dublin, Ireland.,St. Luke's Hospital , Dublin, Ireland
| | - Martin Clynes
- National Institute for Cellular Biotechnology, Dublin City University , Dublin, Ireland
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24
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Pereira SP, Oldfield L, Ney A, Hart PA, Keane MG, Pandol SJ, Li D, Greenhalf W, Jeon CY, Koay EJ, Almario CV, Halloran C, Lennon AM, Costello E. Early detection of pancreatic cancer. Lancet Gastroenterol Hepatol 2020; 5:698-710. [PMID: 32135127 PMCID: PMC7380506 DOI: 10.1016/s2468-1253(19)30416-9] [Citation(s) in RCA: 231] [Impact Index Per Article: 57.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/01/2019] [Revised: 10/30/2019] [Accepted: 11/05/2019] [Indexed: 02/07/2023]
Abstract
Pancreatic ductal adenocarcinoma is most frequently detected at an advanced stage. Such late detection restricts treatment options and contributes to a dismal 5-year survival rate of 3-15%. Pancreatic ductal adenocarcinoma is relatively uncommon and screening of the asymptomatic adult population is not feasible or recommended with current modalities. However, screening of individuals in high-risk groups is recommended. Here, we review groups at high risk for pancreatic ductal adenocarcinoma, including individuals with inherited predisposition and patients with pancreatic cystic lesions. We discuss studies aimed at finding ways of identifying pancreatic ductal adenocarcinoma in high-risk groups, such as among individuals with new-onset diabetes mellitus and people attending primary and secondary care practices with symptoms that suggest this cancer. We review early detection biomarkers, explore the potential of using social media for detection, appraise prediction models developed using electronic health records and research data, and examine the application of artificial intelligence to medical imaging for the purposes of early detection.
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Affiliation(s)
- Stephen P Pereira
- Institute for Liver and Digestive Health, University College London, London, UK
| | - Lucy Oldfield
- Department of Molecular and Clinical Cancer Medicine, Institute of Translational Medicine, University of Liverpool, UK
| | - Alexander Ney
- Institute for Liver and Digestive Health, University College London, London, UK
| | - Phil A Hart
- Division of Gastroenterology, Hepatology, and Nutrition, Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Margaret G Keane
- Division of Gastroenterology and Hepatology, Johns Hopkins University, Baltimore, MD, USA
| | - Stephen J Pandol
- Department of Medicine, Division of Digestive and Liver Diseases, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Debiao Li
- Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - William Greenhalf
- Department of Molecular and Clinical Cancer Medicine, Institute of Translational Medicine, University of Liverpool, UK
| | - Christie Y Jeon
- Department of Medicine, Division of Digestive and Liver Diseases, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Eugene J Koay
- University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Christopher V Almario
- Department of Medicine, Division of Digestive and Liver Diseases, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Christopher Halloran
- Department of Molecular and Clinical Cancer Medicine, Institute of Translational Medicine, University of Liverpool, UK
| | - Anne Marie Lennon
- Division of Gastroenterology and Hepatology, Johns Hopkins University, Baltimore, MD, USA
| | - Eithne Costello
- Department of Molecular and Clinical Cancer Medicine, Institute of Translational Medicine, University of Liverpool, UK.
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25
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Quoc Lam B, Shrivastava SK, Shrivastava A, Shankar S, Srivastava RK. The Impact of obesity and diabetes mellitus on pancreatic cancer: Molecular mechanisms and clinical perspectives. J Cell Mol Med 2020; 24:7706-7716. [PMID: 32458441 PMCID: PMC7348166 DOI: 10.1111/jcmm.15413] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2020] [Accepted: 04/24/2020] [Indexed: 01/18/2023] Open
Abstract
The incidence of obesity and type 2 diabetes (T2DM) in the Western world has increased dramatically during the recent decades. According to the American Cancer Society, pancreatic cancer (PC) is the fourth leading cause of cancer‐related death in the United States. The relationship among obesity, T2DM and PC is complex. Due to increase in obesity, diabetes, alcohol consumption and sedentary lifestyle, the mortality due to PC is expected to rise significantly by year 2040. The underlying mechanisms by which diabetes and obesity contribute to pancreatic tumorigenesis are not well understood. Furthermore, metabolism and microenvironment within the pancreas can also modulate pancreatic carcinogenesis. The risk of PC on a population level may be reduced by modifiable lifestyle risk factors. In this review, the interactions of diabetes and obesity to PC development were summarized, and novel strategies for the prevention and treatment of diabetes and PC were discussed.
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Affiliation(s)
- Bao Quoc Lam
- Stanley S. Scott Cancer Center, Louisiana State University Health Sciences Center, New Orleans, LA, USA
| | - Sushant K Shrivastava
- Department of Pharmaceutics, Indian Institute of Technology, Banaras Hindu University, Varanasi, UP, India
| | - Anju Shrivastava
- Department of Oncology, St. Joseph's Hospital and Medical Center, Phoenix, AZ, USA
| | - Sharmila Shankar
- Stanley S. Scott Cancer Center, Louisiana State University Health Sciences Center, New Orleans, LA, USA.,Department of Genetics, Louisiana State University Health Sciences Center, New Orleans, LA, USA.,Southeast Louisiana Veterans Health Care System, New Orleans, LA, USA
| | - Rakesh K Srivastava
- Stanley S. Scott Cancer Center, Louisiana State University Health Sciences Center, New Orleans, LA, USA.,Department of Genetics, Louisiana State University Health Sciences Center, New Orleans, LA, USA
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26
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Liu J, Wang S, Hou J, Cai H, Pan W, Dong H, Sun R, Dong H, Fang S, Yu B. Proteomics Profiling Reveals Insulin-Like Growth Factor 1, Collagen Type VI α-2 Chain, and Fermitin Family Homolog 3 as Potential Biomarkers of Plaque Erosion in ST-Segment Elevated Myocardial Infarction. Circ J 2020; 84:985-993. [PMID: 32350230 DOI: 10.1253/circj.cj-19-1206] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
BACKGROUND Plaque erosion (PE) has been considered a secondary pathogenesis of ST-segment elevated myocardial infarction (STEMI) following plaque rupture (PR). Previous studies demonstrated that they had different demographic and histology characteristics and need different treatment strategy. But there are few non-invasive plasma biomarkers for distinguishing them. The present study aimed to identify non-invasive predictive biomarkers for PE and PR in patients with STEMI.Methods and Results:A total 108 patients were recruited and grouped into a PE group (n=36), a PR group (n=36), and an unstable angina pectoris (UAP) (n=36) group for analysis. A 9-plex tandem mass tag (TMT)-based proteomics was used to compare plasma protein profiles of PE, PR, and UAP. In total, 36 significant differential proteins (DPs) were identified among groups, 10 of which were screened out using bio-information analysis and validated with enzyme-linked immunosorbent assay (ELISA). The relationship of angiography and optical coherence tomography (OCT) imaging data and the 10 target DPs was analyzed statistically. Logistic regression showed elevated collagen type VI α-2 chain (COL6A2) and insulin-like growth factor 1 (IGF1), and decreased fermitin family homolog 3 (FERMT3), were positively associated with PE. Multivariate analysis indicated IGF1, FERMT3, and COL6A2 had independent predictive ability for PE. IGF1 was inversely correlated with lumen stenosis and the lipid arc of the plaque. CONCLUSIONS IGF1, COL6A2, and FERMT3 are potential predictive biomarkers of PE in STEMI patients. And IGF1 was negatively correlated with the developing of culprit plaque.
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Affiliation(s)
- Jinxin Liu
- Department of Cardiology, the Second Affiliated Hospital of Harbin Medical University.,The Key Laboratory of Myocardial Ischemia, Harbin Medical University, Ministry Education
| | - Shanjie Wang
- Department of Cardiology, the Second Affiliated Hospital of Harbin Medical University.,The Key Laboratory of Myocardial Ischemia, Harbin Medical University, Ministry Education
| | - Jingbo Hou
- Department of Cardiology, the Second Affiliated Hospital of Harbin Medical University.,The Key Laboratory of Myocardial Ischemia, Harbin Medical University, Ministry Education
| | - Hengxuan Cai
- Department of Cardiology, the Second Affiliated Hospital of Harbin Medical University.,The Key Laboratory of Myocardial Ischemia, Harbin Medical University, Ministry Education
| | - Weili Pan
- Department of Cardiology, the Second Affiliated Hospital of Harbin Medical University.,The Key Laboratory of Myocardial Ischemia, Harbin Medical University, Ministry Education
| | - Haimeng Dong
- Department of Cardiology, the Second Affiliated Hospital of Harbin Medical University
| | - Rong Sun
- Department of Cardiology, the Second Affiliated Hospital of Harbin Medical University.,The Key Laboratory of Myocardial Ischemia, Harbin Medical University, Ministry Education
| | - Hui Dong
- Department of Cardiology, the Second Affiliated Hospital of Harbin Medical University.,The Key Laboratory of Myocardial Ischemia, Harbin Medical University, Ministry Education
| | - Shaohong Fang
- Department of Cardiology, the Second Affiliated Hospital of Harbin Medical University.,The Key Laboratory of Myocardial Ischemia, Harbin Medical University, Ministry Education
| | - Bo Yu
- Department of Cardiology, the Second Affiliated Hospital of Harbin Medical University.,The Key Laboratory of Myocardial Ischemia, Harbin Medical University, Ministry Education
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27
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de Oliveira G, Paccielli Freire P, Santiloni Cury S, de Moraes D, Santos Oliveira J, Dal-Pai-Silva M, do Reis PP, Francisco Carvalho R. An Integrated Meta-Analysis of Secretome and Proteome Identify Potential Biomarkers of Pancreatic Ductal Adenocarcinoma. Cancers (Basel) 2020; 12:E716. [PMID: 32197468 PMCID: PMC7140071 DOI: 10.3390/cancers12030716] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2020] [Revised: 03/10/2020] [Accepted: 03/12/2020] [Indexed: 02/06/2023] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is extremely aggressive, has an unfavorable prognosis, and there are no biomarkers for early detection of the disease or identification of individuals at high risk for morbidity or mortality. The cellular and molecular complexity of PDAC leads to inconsistences in clinical validations of many proteins that have been evaluated as prognostic biomarkers of the disease. The tumor secretome, a potential source of biomarkers in PDAC, plays a crucial role in cell proliferation and metastasis, as well as in resistance to treatments, which together contribute to a worse clinical outcome. The massive amount of proteomic data from pancreatic cancer that has been generated from previous studies can be integrated and explored to uncover secreted proteins relevant to the diagnosis and prognosis of the disease. The present study aimed to perform an integrated meta-analysis of PDAC proteome and secretome public data to identify potential biomarkers of the disease. Our meta-analysis combined mass spectrometry data obtained from two systematic reviews of the pancreatic cancer literature, which independently selected 20 studies of the secretome and 35 of the proteome. Next, we predicted the secreted proteins using seven in silico tools or databases, which identified 39 secreted proteins shared between the secretome and proteome data. Notably, the expression of 31 genes of these secretome-related proteins was upregulated in PDAC samples from The Cancer Genome Atlas (TCGA) when compared to control samples from TCGA and The Genotype-Tissue Expression (GTEx). The prognostic value of these 39 secreted proteins in predicting survival outcome was confirmed using gene expression data from four PDAC datasets (validation set). The gene expression of these secreted proteins was able to distinguish high- and low-survival patients in nine additional tumor types from TCGA, demonstrating that deregulation of these secreted proteins may also contribute to the prognosis in multiple cancers types. Finally, we compared the prognostic value of the identified secreted proteins in PDAC biomarkers studies from the literature. This analysis revealed that our gene signature performed equally well or better than the signatures from these previous studies. In conclusion, our integrated meta-analysis of PDAC proteome and secretome identified 39 secreted proteins as potential biomarkers, and the tumor gene expression profile of these proteins in patients with PDAC is associated with worse overall survival.
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Affiliation(s)
- Grasieli de Oliveira
- Department of Structural and Functional Biology, Institute of Biosciences, São Paulo State University (UNESP), Botucatu 18618-689, São Paulo, Brazil; (G.d.O.); (P.P.F.); (S.S.C.); (D.d.M.); (J.S.O.); (M.D.-P.-S.)
| | - Paula Paccielli Freire
- Department of Structural and Functional Biology, Institute of Biosciences, São Paulo State University (UNESP), Botucatu 18618-689, São Paulo, Brazil; (G.d.O.); (P.P.F.); (S.S.C.); (D.d.M.); (J.S.O.); (M.D.-P.-S.)
| | - Sarah Santiloni Cury
- Department of Structural and Functional Biology, Institute of Biosciences, São Paulo State University (UNESP), Botucatu 18618-689, São Paulo, Brazil; (G.d.O.); (P.P.F.); (S.S.C.); (D.d.M.); (J.S.O.); (M.D.-P.-S.)
| | - Diogo de Moraes
- Department of Structural and Functional Biology, Institute of Biosciences, São Paulo State University (UNESP), Botucatu 18618-689, São Paulo, Brazil; (G.d.O.); (P.P.F.); (S.S.C.); (D.d.M.); (J.S.O.); (M.D.-P.-S.)
| | - Jakeline Santos Oliveira
- Department of Structural and Functional Biology, Institute of Biosciences, São Paulo State University (UNESP), Botucatu 18618-689, São Paulo, Brazil; (G.d.O.); (P.P.F.); (S.S.C.); (D.d.M.); (J.S.O.); (M.D.-P.-S.)
| | - Maeli Dal-Pai-Silva
- Department of Structural and Functional Biology, Institute of Biosciences, São Paulo State University (UNESP), Botucatu 18618-689, São Paulo, Brazil; (G.d.O.); (P.P.F.); (S.S.C.); (D.d.M.); (J.S.O.); (M.D.-P.-S.)
| | - Patrícia Pintor do Reis
- Department of Surgery and Orthopedics, Faculty of Medicine, São Paulo State University (UNESP), Botucatu 18618-687, São Paulo, Brazil;
- Experimental Research Unity, Faculty of Medicine, São Paulo State University, UNESP, Botucatu 18618-970, São Paulo, Brazil
| | - Robson Francisco Carvalho
- Department of Structural and Functional Biology, Institute of Biosciences, São Paulo State University (UNESP), Botucatu 18618-689, São Paulo, Brazil; (G.d.O.); (P.P.F.); (S.S.C.); (D.d.M.); (J.S.O.); (M.D.-P.-S.)
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28
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Llach J, Carballal S, Moreira L. Familial Pancreatic Cancer: Current Perspectives. Cancer Manag Res 2020; 12:743-758. [PMID: 32099470 PMCID: PMC6999545 DOI: 10.2147/cmar.s172421] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2019] [Accepted: 01/15/2020] [Indexed: 12/16/2022] Open
Abstract
Pancreatic cancer (PC) is a highly lethal disease, mostly incurable when detected. Thus, despite advances in PC treatments, only around 7% of patients survive 5-years after diagnosis. This morbid outcome is secondary to multifactorial reasons, such as late-stage diagnosis, rapid progression and minimal response to chemotherapy. Based on these factors, it is of special relevance to identify PC high-risk individuals in order to establish preventive and early detection measures. Although most PC are sporadic, approximately 10% cases have a familial basis. No main causative gene of PC has been identified but several known germline pathogenic mutations are related with an increased risk of this tumor. These inherited cancer syndromes represent 3% of all PC. On the other hand, in 7% of cases of PC, there is a strong family history without a causative germline mutation, a situation known as familial pancreatic cancer (FPC). In recent years, there is increasing evidence supporting the benefit of genetic germline analysis in PC patients, and periodic pancreatic screening in PC high-risk patients (mainly those with a lifetime risk greater than 5%), although there is no general agreement in the group of patients and individuals to study and screen. In the present review, we expose an update in the field of hereditary and FPC, with the aim of describing the current strategies and implications in genetic counseling, surveillance and therapeutic interventions.
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Affiliation(s)
- Joan Llach
- Departmento de Gastroenterología, Hospital Clínic de Barcelona, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Institut d' Investigacions Biomediques August Pi i Sunyer (IDIBAPS), Universidad de Barcelona, Barcelona, Spain
| | - Sabela Carballal
- Departmento de Gastroenterología, Hospital Clínic de Barcelona, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Institut d' Investigacions Biomediques August Pi i Sunyer (IDIBAPS), Universidad de Barcelona, Barcelona, Spain
| | - Leticia Moreira
- Departmento de Gastroenterología, Hospital Clínic de Barcelona, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Institut d' Investigacions Biomediques August Pi i Sunyer (IDIBAPS), Universidad de Barcelona, Barcelona, Spain
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29
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Goggins M, Overbeek KA, Brand R, Syngal S, Del Chiaro M, Bartsch DK, Bassi C, Carrato A, Farrell J, Fishman EK, Fockens P, Gress TM, van Hooft JE, Hruban RH, Kastrinos F, Klein A, Lennon AM, Lucas A, Park W, Rustgi A, Simeone D, Stoffel E, Vasen HFA, Cahen DL, Canto MI, Bruno M. Management of patients with increased risk for familial pancreatic cancer: updated recommendations from the International Cancer of the Pancreas Screening (CAPS) Consortium. Gut 2020; 69:7-17. [PMID: 31672839 PMCID: PMC7295005 DOI: 10.1136/gutjnl-2019-319352] [Citation(s) in RCA: 304] [Impact Index Per Article: 76.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/23/2019] [Revised: 09/05/2019] [Accepted: 09/28/2019] [Indexed: 12/14/2022]
Abstract
BACKGROUND AND AIM The International Cancer of the Pancreas Screening Consortium met in 2018 to update its consensus recommendations for the management of individuals with increased risk of pancreatic cancer based on family history or germline mutation status (high-risk individuals). METHODS A modified Delphi approach was employed to reach consensus among a multidisciplinary group of experts who voted on consensus statements. Consensus was considered reached if ≥75% agreed or disagreed. RESULTS Consensus was reached on 55 statements. The main goals of surveillance (to identify high-grade dysplastic precursor lesions and T1N0M0 pancreatic cancer) remained unchanged. Experts agreed that for those with familial risk, surveillance should start no earlier than age 50 or 10 years earlier than the youngest relative with pancreatic cancer, but were split on whether to start at age 50 or 55. Germline ATM mutation carriers with one affected first-degree relative are now considered eligible for surveillance. Experts agreed that preferred surveillance tests are endoscopic ultrasound and MRI/magnetic retrograde cholangiopancreatography, but no consensus was reached on how to alternate these modalities. Annual surveillance is recommended in the absence of concerning lesions. Main areas of disagreement included if and how surveillance should be performed for hereditary pancreatitis, and the management of indeterminate lesions. CONCLUSIONS Pancreatic surveillance is recommended for selected high-risk individuals to detect early pancreatic cancer and its high-grade precursors, but should be performed in a research setting by multidisciplinary teams in centres with appropriate expertise. Until more evidence supporting these recommendations is available, the benefits, risks and costs of surveillance of pancreatic surveillance need additional evaluation.
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Affiliation(s)
- Michael Goggins
- Pathology, Medicine Oncology, Johns Hopkins University, Baltimore, Maryland, USA
| | | | - Randall Brand
- Medicine, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA
| | - Sapna Syngal
- GI Cancer Genetics and Prevention Program, Medical Oncology, Dana Farber Cancer Institute, Boston, Massachusetts, USA
| | - Marco Del Chiaro
- Department of Surgery, Division of Surgical Oncology, Denver, Colorado, USA
| | - Detlef K Bartsch
- Division of Visceral, Thoracic and Vascular Surgery, University of Marburg, Marburg, Germany
| | - Claudio Bassi
- Department of Surgey, University of Verona, Verona, Italy
| | | | - James Farrell
- Medicine, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Elliot K Fishman
- The Russell H Morgan Department of Radiology and Radiological Science, Baltimore, Maryland, USA
| | - Paul Fockens
- Department of Gastroenterology & Hepatology, Amsterdam Gastroenterology & Metabolism, Amsterdam, The Netherlands
| | - Thomas M Gress
- Gastroenterology, Endocrinology, Metabolism and Infectiology, University of Marburg, Marburg, Germany
| | - Jeanin E van Hooft
- Gastroenterology and Hepatology, Amsterdam University Medical Centres, Amsterdam, The Netherlands
| | - R H Hruban
- Department of Pathology, Johns Hopkins University, Baltimore, Maryland, USA
| | - Fay Kastrinos
- Division of Digestive and Liver Diseases, Columbia University Medical Center, New York City, New York, USA,Division of Digestive and Liver Diseases, Columbia University, New York City, New York, USA
| | - Allison Klein
- Oncology, Johns Hopkins University, Baltimore, Maryland, USA
| | | | - Aimee Lucas
- Gastroenterology, Icahn School of Medicine at Mount Sinai, New York City, New York, USA
| | - Walter Park
- Division of Digestive and Liver Diseases, Columbia University Medical Center, New York City, New York, USA
| | - Anil Rustgi
- Division of Digestive and Liver Diseases, Columbia University, New York City, New York, USA
| | - Diane Simeone
- New York University Medical Center, New York City, New York, USA
| | | | - Hans F A Vasen
- Gastroenterology and Hepatology, Leiden University, Leiden, The Netherlands
| | - Djuna L Cahen
- Gastroenterology and Hepatology, Erasmus University Medical Center, Rotterdam, The Netherlands
| | | | - Marco Bruno
- Gastroenterology and Hepatology, Erasmus University Medical Center, Rotterdam, The Netherlands
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Lu W, Li N, Liao F. Identification of Key Genes and Pathways in Pancreatic Cancer Gene Expression Profile by Integrative Analysis. Genes (Basel) 2019; 10:genes10080612. [PMID: 31412643 PMCID: PMC6722756 DOI: 10.3390/genes10080612] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2019] [Revised: 07/31/2019] [Accepted: 08/07/2019] [Indexed: 12/15/2022] Open
Abstract
Background: Pancreatic cancer is one of the malignant tumors that threaten human health. Methods: The gene expression profiles of GSE15471, GSE19650, GSE32676 and GSE71989 were downloaded from the gene expression omnibus database including pancreatic cancer and normal samples. The differentially expressed genes between the two types of samples were identified with the Limma package using R language. The gene ontology functional and pathway enrichment analyses of differentially-expressed genes were performed by the DAVID software followed by the construction of a protein–protein interaction network. Hub gene identification was performed by the plug-in cytoHubba in cytoscape software, and the reliability and survival analysis of hub genes was carried out in The Cancer Genome Atlas gene expression data. Results: The 138 differentially expressed genes were significantly enriched in biological processes including cell migration, cell adhesion and several pathways, mainly associated with extracellular matrix-receptor interaction and focal adhesion pathway in pancreatic cancer. The top hub genes, namely thrombospondin 1, DNA topoisomerase II alpha, syndecan 1, maternal embryonic leucine zipper kinase and proto-oncogene receptor tyrosine kinase Met were identified from the protein–protein interaction network. The expression levels of hub genes were consistent with data obtained in The Cancer Genome Atlas. DNA topoisomerase II alpha, syndecan 1, maternal embryonic leucine zipper kinase and proto-oncogene receptor tyrosine kinase Met were significantly linked with poor survival in pancreatic adenocarcinoma. Conclusions: These hub genes may be used as potential targets for pancreatic cancer diagnosis and treatment.
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Affiliation(s)
- Wenzong Lu
- Department of Biomedical Engineering, College of Electronic and Information Engineering, Xi'an Technological University, Xi'an 710021, China.
| | - Ning Li
- Department of Biomedical Engineering, College of Electronic and Information Engineering, Xi'an Technological University, Xi'an 710021, China
| | - Fuyuan Liao
- Department of Biomedical Engineering, College of Electronic and Information Engineering, Xi'an Technological University, Xi'an 710021, China
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31
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González-Borja I, Viúdez A, Goñi S, Santamaria E, Carrasco-García E, Pérez-Sanz J, Hernández-García I, Sala-Elarre P, Arrazubi V, Oyaga-Iriarte E, Zárate R, Arévalo S, Sayar O, Vera R, Fernández-Irigoyen J. Omics Approaches in Pancreatic Adenocarcinoma. Cancers (Basel) 2019; 11:cancers11081052. [PMID: 31349663 PMCID: PMC6721316 DOI: 10.3390/cancers11081052] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2019] [Revised: 07/10/2019] [Accepted: 07/22/2019] [Indexed: 12/12/2022] Open
Abstract
Pancreatic ductal adenocarcinoma, which represents 80% of pancreatic cancers, is mainly diagnosed when treatment with curative intent is not possible. Consequently, the overall five-year survival rate is extremely dismal—around 5% to 7%. In addition, pancreatic cancer is expected to become the second leading cause of cancer-related death by 2030. Therefore, advances in screening, prevention and treatment are urgently needed. Fortunately, a wide range of approaches could help shed light in this area. Beyond the use of cytological or histological samples focusing in diagnosis, a plethora of new approaches are currently being used for a deeper characterization of pancreatic ductal adenocarcinoma, including genetic, epigenetic, and/or proteo-transcriptomic techniques. Accordingly, the development of new analytical technologies using body fluids (blood, bile, urine, etc.) to analyze tumor derived molecules has become a priority in pancreatic ductal adenocarcinoma due to the hard accessibility to tumor samples. These types of technologies will lead us to improve the outcome of pancreatic ductal adenocarcinoma patients.
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Affiliation(s)
- Iranzu González-Borja
- OncobionaTras Lab, Navarrabiomed, Complejo Hospitalario de Navarra (CHN), Universidad Pública de Navarra (UPNA) Irunlarrea 3, 31008 Pamplona, Spain
| | - Antonio Viúdez
- OncobionaTras Lab, Navarrabiomed, Complejo Hospitalario de Navarra (CHN), Universidad Pública de Navarra (UPNA) Irunlarrea 3, 31008 Pamplona, Spain.
- Medical Oncology Department, Complejo Hospitalario de Navarra, Irunlarrea 3, 31008 Pamplona, Spain.
| | - Saioa Goñi
- OncobionaTras Lab, Navarrabiomed, Complejo Hospitalario de Navarra (CHN), Universidad Pública de Navarra (UPNA) Irunlarrea 3, 31008 Pamplona, Spain
| | - Enrique Santamaria
- Clinical Neuroproteomics Unit, Navarrabiomed, Complejo Hospitalario de Navarra (CHN), Universidad Pública de Navarra (UPNA), Irunlarrea 3, 31008 Pamplona, Spain
- Proteored-ISCIII, Proteomics Unit, Navarrabiomed, Complejo Hospitalario de Navarra (CHN), Universidad Pública de Navarra (UPNA), Irunlarrea 3, 31008 Pamplona, Spain
- Instituto de Investigación Sanitaria de Navarra (IdiSNA), Irunlarrea 3, 31008 Pamplona, Spain
| | - Estefania Carrasco-García
- Grupo de Oncología Celular, Instituto de Investigación Sanitaria Biodonostia, 20014 San Sebastián, Spain
- CIBER de Fragilidad y Envejecimiento Saludable (CIBERfes), 28029 Madrid, Spain
| | - Jairo Pérez-Sanz
- OncobionaTras Lab, Navarrabiomed, Complejo Hospitalario de Navarra (CHN), Universidad Pública de Navarra (UPNA) Irunlarrea 3, 31008 Pamplona, Spain
| | - Irene Hernández-García
- Medical Oncology Department, Complejo Hospitalario de Navarra, Irunlarrea 3, 31008 Pamplona, Spain
| | - Pablo Sala-Elarre
- Medical Oncology Department, Clínica Universidad de Navarra, 31008 Pamplona, Spain
| | - Virginia Arrazubi
- Medical Oncology Department, Complejo Hospitalario de Navarra, Irunlarrea 3, 31008 Pamplona, Spain
| | | | - Ruth Zárate
- OncobionaTras Lab, Navarrabiomed, Complejo Hospitalario de Navarra (CHN), Universidad Pública de Navarra (UPNA) Irunlarrea 3, 31008 Pamplona, Spain
| | - Sara Arévalo
- Grupo de Oncología Celular, Instituto de Investigación Sanitaria Biodonostia, 20014 San Sebastián, Spain
- CIBER de Fragilidad y Envejecimiento Saludable (CIBERfes), 28029 Madrid, Spain
| | | | - Ruth Vera
- Medical Oncology Department, Complejo Hospitalario de Navarra, Irunlarrea 3, 31008 Pamplona, Spain
| | - Joaquin Fernández-Irigoyen
- Clinical Neuroproteomics Unit, Navarrabiomed, Complejo Hospitalario de Navarra (CHN), Universidad Pública de Navarra (UPNA), Irunlarrea 3, 31008 Pamplona, Spain
- Proteored-ISCIII, Proteomics Unit, Navarrabiomed, Complejo Hospitalario de Navarra (CHN), Universidad Pública de Navarra (UPNA), Irunlarrea 3, 31008 Pamplona, Spain
- Instituto de Investigación Sanitaria de Navarra (IdiSNA), Irunlarrea 3, 31008 Pamplona, Spain
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32
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Primary and Secondary Prevention of Pancreatic Cancer. CURR EPIDEMIOL REP 2019. [DOI: 10.1007/s40471-019-00189-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
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33
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Honda K, Katzke VA, Hüsing A, Okaya S, Shoji H, Onidani K, Olsen A, Tjønneland A, Overvad K, Weiderpass E, Vineis P, Muller D, Tsilidis K, Palli D, Pala V, Tumino R, Naccarati A, Panico S, Aleksandrova K, Boeing H, Bueno-de-Mesquita HB, Peeters PH, Trichopoulou A, Lagiou P, Khaw KT, Wareham N, Travis RC, Merino S, Duell EJ, Rodríguez-Barranco M, Chirlaque MD, Barricarte A, Rebours V, Boutron-Ruault MC, Romana Mancini F, Brennan P, Scelo G, Manjer J, Sund M, Öhlund D, Canzian F, Kaaks R. CA19-9 and apolipoprotein-A2 isoforms as detection markers for pancreatic cancer: a prospective evaluation. Int J Cancer 2019; 144:1877-1887. [PMID: 30259989 PMCID: PMC6760974 DOI: 10.1002/ijc.31900] [Citation(s) in RCA: 36] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2018] [Revised: 07/06/2018] [Accepted: 07/13/2018] [Indexed: 12/24/2022]
Abstract
Recently, we identified unique processing patterns of apolipoprotein A2 (ApoA2) in patients with pancreatic cancer. Our study provides a first prospective evaluation of an ApoA2 isoform ("ApoA2-ATQ/AT"), alone and in combination with carbohydrate antigen 19-9 (CA19-9), as an early detection biomarker for pancreatic cancer. We performed ELISA measurements of CA19-9 and ApoA2-ATQ/AT in 156 patients with pancreatic cancer and 217 matched controls within the European EPIC cohort, using plasma samples collected up to 60 months prior to diagnosis. The detection discrimination statistics were calculated for risk scores by strata of lag-time. For CA19-9, in univariate marker analyses, C-statistics to distinguish future pancreatic cancer patients from cancer-free individuals were 0.80 for plasma taken ≤6 months before diagnosis, and 0.71 for >6-18 months; for ApoA2-ATQ/AT, C-statistics were 0.62, and 0.65, respectively. Joint models based on ApoA2-ATQ/AT plus CA19-9 significantly improved discrimination within >6-18 months (C = 0.74 vs. 0.71 for CA19-9 alone, p = 0.022) and ≤ 18 months (C = 0.75 vs. 0.74, p = 0.022). At 98% specificity, and for lag times of ≤6, >6-18 or ≤ 18 months, sensitivities were 57%, 36% and 43% for CA19-9 combined with ApoA2-ATQ/AT, respectively, vs. 50%, 29% and 36% for CA19-9 alone. Compared to CA19-9 alone, the combination of CA19-9 and ApoA2-ATQ/AT may improve detection of pancreatic cancer up to 18 months prior to diagnosis under usual care, and may provide a useful first measure for pancreatic cancer detection prior to imaging.
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Affiliation(s)
- Kazufumi Honda
- Department of Biomarker for Early Detection of Cancer, National Cancer Center Research Institute, Tokyo, Japan
- Japan Agency for Medical Research and Development (AMED) CREST, Tokyo, Japan
| | - Verena A Katzke
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Anika Hüsing
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Shinobu Okaya
- Department of Biomarker for Early Detection of Cancer, National Cancer Center Research Institute, Tokyo, Japan
| | - Hirokazu Shoji
- Department of Biomarker for Early Detection of Cancer, National Cancer Center Research Institute, Tokyo, Japan
- Gastrointestinal Medical Oncology Division, National Cancer Center Hospital, Tokyo, Japan
| | - Kaoru Onidani
- Department of Biomarker for Early Detection of Cancer, National Cancer Center Research Institute, Tokyo, Japan
| | - Anja Olsen
- Diet, Genes and Environment, Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Anne Tjønneland
- Diet, Genes and Environment, Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Kim Overvad
- Department of Public Health, Section for Epidemiology, Aarhus University, Aarhus, Denmark
| | - Elisabete Weiderpass
- Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, The Arctic University of Norway, Tromsø, Norway
- Department of Research, Cancer Registry of Norway, Institute of Population-Based Cancer Research, Oslo, Norway
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- Genetic Epidemiology Group, Folkhälsan Research Center, Helsinki, Finland
| | - Paolo Vineis
- Department of Epidemiology and Biostatistics, The School of Public Health, Imperial College London, London, United Kingdom
| | - David Muller
- Department of Epidemiology and Biostatistics, The School of Public Health, Imperial College London, London, United Kingdom
| | - Kostas Tsilidis
- Department of Epidemiology and Biostatistics, The School of Public Health, Imperial College London, London, United Kingdom
- Department of Hygiene and Epidemiology, School of Medicine, University of Ioannina, Ioannina, Greece
| | - Domenico Palli
- Cancer Risk Factors and Life-Style Epidemiology Unit, Cancer Research and Prevention Institute - ISPO, Florence, Italy
| | - Valeria Pala
- Epidemiology and Prevention Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Rosario Tumino
- Cancer Registry and Histopathology Unit, "Civic - M.P. Arezzo" Hospital, Ragusa, Italy
| | - Alessio Naccarati
- Department of Molecular and Genetic Epidemiology, IIGM - Italian Institute for Genomic Medicine, Torino, Italy
| | - Salvatore Panico
- Dipartimento di Medicina Clinica e Chirurgia, Federico II University, Naples, Italy
| | - Krasimira Aleksandrova
- Department of Epidemiology, German Institute of Human Nutrition, Potsdam-Rehbruecke (DIfE), Nuthetal, Germany
| | - Heiner Boeing
- Department of Epidemiology, German Institute of Human Nutrition, Potsdam-Rehbruecke (DIfE), Nuthetal, Germany
| | - H Bas Bueno-de-Mesquita
- Department of Determinants of Chronic Diseases (DCD), National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands
- Department of Gastroenterology and Hepatology, University Medical Centre, Utrecht, The Netherlands
- Department of Epidemiology and Biostatistics, The School of Public Health, Imperial College London, London, United Kingdom
- Department of Social and Preventive Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Petra H Peeters
- Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, The Netherlands
- MRC-PHE Centre for Environment and Health, Department of Epidemiology and Biostatistics, School of Public Health, Imperial College, London, United Kingdom
| | - Antonia Trichopoulou
- Unit of Nutritional Epidemiology and Nutrition in Public Health, Department of Hygiene, Epidemiology and Medical Statistics, National and Kapodistrian University of Athens, School of Medicine, WHO Collaborating Center for Nutrition and Health
| | - Pagona Lagiou
- Department of Epidemiology, Harvard School of Public Health, Boston, Massachusetts
| | - Kay-Tee Khaw
- Cancer Epidemiology Unit, University of Cambridge, Cambridge, United Kingdom
| | - Nick Wareham
- MRC Epidemiology Unit, University of Cambridge, Cambridge, United Kingdom
| | - Ruth C Travis
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | - Susana Merino
- Public Health Directorate, Asturias, Spain, Acknowledgment of funds: Regional Government of Asturias
| | - Eric J Duell
- PanC4 Consortium, Unit of Nutrition and Cancer, Cancer Epidemiology Research Program, Catalan Institute of Oncology (ICO-IDIBELL), L'Hospitalet de Llobregat, Barcelona, Spain
| | - Miguel Rodríguez-Barranco
- Escuela Andaluza de Salud Pública. Instituto de Investigación Biosanitaria ibs.GRANADA, Hospitales Universitarios de Granada/Universidad de Granada, Granada, Spain
- CIBER Epidemiology and Public Health CIBERESP, Madrid, Spain
| | - María Dolores Chirlaque
- Department of Epidemiology, Murcia Regional Health Council, CIBER Epidemiología y Salud Pública (CIBERESP), Spain, Ronda de Levante, Murcia, Spain
| | - Aurelio Barricarte
- CIBER Epidemiology and Public Health CIBERESP, Madrid, Spain
- Navarra Public Health Institute, Pamplona, Spain
- IdiSNA, Navarra Institute for Health Research, Pamplona, Spain
| | - Vinciane Rebours
- Pancreatology Unit, Beaujon Hospital, Clichy, France
- INSERM - UMR 1149, University Paris 7, Paris, France
| | - Marie-Chiristine Boutron-Ruault
- CESP, INSERM U1018, Univ. Paris-Sud, UVSQ, Université Paris-Saclay, Villejuif, France
- Lifestyle, Genes and Health: Integrative Trans-Generational Epidemiology, Gustave Roussy, Villejuif, France
| | - Francesca Romana Mancini
- INSERM - UMR 1149, University Paris 7, Paris, France
- CESP, INSERM U1018, Univ. Paris-Sud, UVSQ, Université Paris-Saclay, Villejuif, France
| | - Paul Brennan
- Section of Genetics, International Agency for Research on Cancer (IARC), World Health Organization, Lyon, France
| | - Ghislaine Scelo
- Section of Genetics, International Agency for Research on Cancer (IARC), World Health Organization, Lyon, France
| | - Jonas Manjer
- Department of Surgery, Skåne University Hospital, Lund University, Lund, Sweden
| | - Malin Sund
- Department of Surgical and Preoperative Sciences, Umeå University, Umeå, Sweden
| | - Daniel Öhlund
- Department of Radiation Sciences and Wallenberg Centre for Molecular Medicine, Umeå University, Umeå, Sweden
| | - Federico Canzian
- Genomic Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Rudolf Kaaks
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
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Pang Y, Holmes MV, Chen Z, Kartsonaki C. A review of lifestyle, metabolic risk factors, and blood-based biomarkers for early diagnosis of pancreatic ductal adenocarcinoma. J Gastroenterol Hepatol 2019; 34:330-345. [PMID: 30550622 PMCID: PMC6378598 DOI: 10.1111/jgh.14576] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/12/2018] [Revised: 12/09/2018] [Accepted: 12/12/2018] [Indexed: 12/28/2022]
Abstract
We aimed to review the epidemiologic literature examining lifestyle and metabolic risk factors, and blood-based biomarkers including multi-omics (genomics, proteomics, and metabolomics) and to discuss how these predictive markers can inform early diagnosis of pancreatic ductal adenocarcinoma (PDAC). A search of the PubMed database was conducted in June 2018 to review epidemiologic studies of (i) lifestyle and metabolic risk factors for PDAC, genome-wide association studies, and risk prediction models incorporating these factors and (ii) blood-based biomarkers for PDAC (conventional diagnostic markers, metabolomics, and proteomics). Prospective cohort studies have reported at least 20 possible risk factors for PDAC, including smoking, heavy alcohol drinking, adiposity, diabetes, and pancreatitis, but the relative risks and population attributable fractions of individual risk factors are small (mostly < 10%). High-throughput technologies have continued to yield promising genetic, metabolic, and protein biomarkers in addition to conventional biomarkers such as carbohydrate antigen 19-9. Nonetheless, most studies have utilized a hospital-based case-control design, and the diagnostic accuracy is low in studies that collected pre-diagnostic samples. Risk prediction models incorporating lifestyle and metabolic factors as well as other clinical parameters have shown good discrimination and calibration. Combination of traditional risk factors, genomics, and blood-based biomarkers can help identify high-risk populations and inform clinical decisions. Multi-omics investigations can provide valuable insights into disease etiology, but prospective cohort studies that collect pre-diagnostic samples and validation in independent studies are warranted.
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Affiliation(s)
- Yuanjie Pang
- Clinical Trial Service Unit & Epidemiological Studies Unit, Nuffield Department of Population HealthUniversity of OxfordOxfordUK
| | - Michael V Holmes
- Clinical Trial Service Unit & Epidemiological Studies Unit, Nuffield Department of Population HealthUniversity of OxfordOxfordUK
- Medical Research Council Population Health Research Unit, Nuffield Department of Population HealthUniversity of OxfordOxfordUK
- National Institute for Health Research Oxford Biomedical Research CentreOxford University HospitalOxfordUK
| | - Zhengming Chen
- Clinical Trial Service Unit & Epidemiological Studies Unit, Nuffield Department of Population HealthUniversity of OxfordOxfordUK
- Medical Research Council Population Health Research Unit, Nuffield Department of Population HealthUniversity of OxfordOxfordUK
| | - Christiana Kartsonaki
- Clinical Trial Service Unit & Epidemiological Studies Unit, Nuffield Department of Population HealthUniversity of OxfordOxfordUK
- Medical Research Council Population Health Research Unit, Nuffield Department of Population HealthUniversity of OxfordOxfordUK
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35
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Chandana S, Babiker HM, Mahadevan D. Therapeutic trends in pancreatic ductal adenocarcinoma (PDAC). Expert Opin Investig Drugs 2018; 28:161-177. [DOI: 10.1080/13543784.2019.1557145] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Affiliation(s)
- Sreenivasa Chandana
- Phase I program, START Midwest, Grand Rapids, MI, USA
- Department of Gastrointestinal Medical Oncology, Cancer and Hematology Centers of Western Michigan, Grand Rapids, MI, USA
- Department of Medicine, College of Human Medicine, Michigan State University, East Lansing, MI, USA
| | - Hani M. Babiker
- Early Phase Therapeutics Program, University of Arizona Cancer Center, Tucson, AZ, USA
| | - Daruka Mahadevan
- Early Phase Therapeutics Program, University of Arizona Cancer Center, Tucson, AZ, USA
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36
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Zhang Z, Qin W, Sun Y. Contribution of biomarkers for pancreatic cancer-associated new-onset diabetes to pancreatic cancer screening. Pathol Res Pract 2018; 214:1923-1928. [PMID: 30477640 DOI: 10.1016/j.prp.2018.10.003] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/11/2018] [Revised: 09/09/2018] [Accepted: 10/17/2018] [Indexed: 12/12/2022]
Abstract
BACKGROUND Pancreatic cancer (PaC) is one of the deadliest types of tumor, and it is regarded as a fatal disease, with a 5-year survival rate less than 10%. Most clinical diagnoses for PaC are made at an advanced stage because of the insidious onset of the disease, which leads to an extremely poor prognosis. RECENT FINDINGS The relationship between diabetes mellitus (DM) and PaC has been established by several decades of research, and the prevalence of DM in patients with PaC has been reported to be 40%, with half of the patients having developed new-onset DM within 2 years or less. Increasing evidence suggests that new-onset DM is associated with a high prevalence of PaC, and PaC resection ameliorates DM. Therefore, screening for PaC may be needed in patients with newly developed DM. PURPOSE The objective of this review was to present our current understanding of biomarkers for PaC-associated new-onset DM (PCAND), to offer a perspective on the prospects and problems of using this strategy for early screening to differentiate PCAND from new-onset type 2 DM not associated with PaC and to suggest candidate biomarkers to use for PaC screening in patients with new-onset DM. Finding sensitive and specific biomarkers to manage these patients constitutes a challenge for the research community and for public health policies.
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Affiliation(s)
- Zhenjun Zhang
- Institute of Hepatobiliary and Pancreatic Diseases, School of Medicine, Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou University, China
| | - Wenjie Qin
- Institute of Hepatobiliary and Pancreatic Diseases, School of Medicine, Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou University, China
| | - Yuling Sun
- Institute of Hepatobiliary and Pancreatic Diseases, School of Medicine, Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou University, China.
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Abbruzzese JL, Andersen DK, Borrebaeck CA, Chari ST, Costello E, Cruz-Monserrate Z, Eibl G, Engleman EG, Fisher WE, Habtezion A, Kim SK, Korc M, Logsdon C, Lyssiotis CA, Pandol SJ, Rustgi A, Wolfe BM, Zheng L, Powers AC. The Interface of Pancreatic Cancer With Diabetes, Obesity, and Inflammation: Research Gaps and Opportunities: Summary of a National Institute of Diabetes and Digestive and Kidney Diseases Workshop. Pancreas 2018; 47:516-525. [PMID: 29702529 PMCID: PMC6361376 DOI: 10.1097/mpa.0000000000001037] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
A workshop on "The Interface of Pancreatic Cancer with Diabetes, Obesity, and Inflammation: Research Gaps and Opportunities" was held by the National Institute of Diabetes and Digestive and Kidney Diseases on October 12, 2017. The purpose of the workshop was to explore the relationship and possible mechanisms of the increased risk of pancreatic ductal adenocarcinoma (PDAC) related to diabetes, the role of altered intracellular energy metabolism in PDAC, the mechanisms and biomarkers of diabetes caused by PDAC, the mechanisms of the increased risk of PDAC associated with obesity, and the role of inflammatory events and mediators as contributing causes of the development of PDAC. Workshop faculty reviewed the state of the current knowledge in these areas and made recommendations for future research efforts. Further knowledge is needed to elucidate the basic mechanisms contributing to the role of hyperinsulinemia, hyperglycemia, adipokines, and acute and chronic inflammatory events on the development of PDAC.
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Affiliation(s)
- James L. Abbruzzese
- Division of Medical Oncology, Department of Medicine, Duke University, Durham, NC
| | - Dana K. Andersen
- Division of Digestive Diseases and Nutrition, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD
| | | | - Suresh T. Chari
- Division of Gastroenterology, Department of Medicine, Mayo Clinic, Rochester, MN
| | - Eithne Costello
- Department of Molecular and Clinical Cancer Medicine, University of Liverpool, Liverpool, United Kingdom
| | - Zobeida Cruz-Monserrate
- Division of Gastroenterology, Hepatology and Nutrition, Department of Medicine, Ohio State University, Columbus, OH
| | - Guido Eibl
- Department of Surgery, David Geffen School of Medicine at UCLA, Los Angeles
| | - Edgar G. Engleman
- Departments of Pathology and Medicine, Stanford University, Palo Alto, CA
| | | | - Aida Habtezion
- Division of Gastroenterology, Department of Medicine, Stanford University, Palo Alto, CA
| | - Seung K. Kim
- Departments of Developmental Biology and Internal Medicine, Stanford University, Palo Alto, CA
| | - Murray Korc
- Department of Medicine, Indiana University Simon Cancer Center, Indianapolis, IN
| | - Craig Logsdon
- Departments of Cancer Biology and Gastrointestinal Medical Oncology, MD Anderson Cancer Center, Houston, TX
| | - Costas A. Lyssiotis
- Division of Gastroenterology, Departments of Molecular and Integrative Physiology and Internal Medicine, University of Michigan, Ann Arbor, MI
| | - Stephen J. Pandol
- Department of Medicine and Biomedical Sciences, Cedars Sinai Medical Center
- Department of Medicine, University of California at Los Angeles, Los Angeles, CA
| | - Anil Rustgi
- Division of Gastroenterology, Department of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Bruce M. Wolfe
- Department of Surgery, Oregon Health and Science University, Portland, OR
| | - Lei Zheng
- Departments of Oncology and Surgery, Johns Hopkins University, Baltimore, MD
| | - Alvin C. Powers
- Division of Diabetes, Endocrinology, and Metabolism, Department of Medicine, Vanderbilt University Medical Center
- Department of Molecular Physiology & Biophysics, Vanderbilt University, VA Tennessee Valley Healthcare, Nashville, TN
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Moulder R, Bhosale SD, Goodlett DR, Lahesmaa R. Analysis of the plasma proteome using iTRAQ and TMT-based Isobaric labeling. MASS SPECTROMETRY REVIEWS 2018; 37:583-606. [PMID: 29120501 DOI: 10.1002/mas.21550] [Citation(s) in RCA: 94] [Impact Index Per Article: 15.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/24/2017] [Accepted: 09/26/2017] [Indexed: 05/23/2023]
Abstract
Over the past decade, chemical labeling with isobaric tandem mass tags, such as isobaric tags for relative and absolute quantification reagents (iTRAQ) and tandem mass tag (TMT) reagents, has been employed in a wide range of different clinically orientated serum and plasma proteomics studies. In this review the scope of these works is presented with attention to the areas of research, methods employed and performance limitations. These applications have covered a wide range of diseases, disorders and infections, and have implemented a variety of different preparative and mass spectrometric approaches. In contrast to earlier works, which struggled to quantify more than a few hundred proteins, increasingly these studies have provided deeper insight into the plasma proteome extending the numbers of quantified proteins to over a thousand.
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Affiliation(s)
- Robert Moulder
- Turku Centre for Biotechnology, University of Turku and Åbo Akademi University, Turku, Finland
| | - Santosh D Bhosale
- Turku Centre for Biotechnology, University of Turku and Åbo Akademi University, Turku, Finland
| | | | - Riitta Lahesmaa
- Turku Centre for Biotechnology, University of Turku and Åbo Akademi University, Turku, Finland
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Mellby LD, Nyberg AP, Johansen JS, Wingren C, Nordestgaard BG, Bojesen SE, Mitchell BL, Sheppard BC, Sears RC, Borrebaeck CAK. Serum Biomarker Signature-Based Liquid Biopsy for Diagnosis of Early-Stage Pancreatic Cancer. J Clin Oncol 2018; 36:2887-2894. [PMID: 30106639 DOI: 10.1200/jco.2017.77.6658] [Citation(s) in RCA: 86] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
PURPOSE Pancreatic ductal adenocarcinoma (PDAC) has a poor prognosis, with a 5-year survival of < 10% because of diffuse symptoms leading to late-stage diagnosis. That survival could increase significantly if localized tumors could be detected early. Therefore, we used multiparametric analysis of blood samples to obtain a novel biomarker signature of early-stage PDAC. The signature was derived from a large patient cohort, including patients with well-defined early-stage (I and II) PDAC. This biomarker signature was validated subsequently in an independent patient cohort. PATIENTS AND METHODS The biomarker signature was derived from a case-control study, using a Scandinavian cohort, consisting of 16 patients with stage I, 132 patients with stage II, 65 patients with stage III, and 230 patients with stage IV PDAC, and 888 controls. This signature was validated subsequently in an independent case-control cohort in the United States with 15 patients with stage I, 75 patients with stage II, 15 patients with stage III, and 38 patients with stage IV PDAC, and 219 controls. An antibody microarray platform was used to identify the serum biomarker signature associated with early-stage PDAC. RESULTS Using the Scandinavian case-control study, a biomarker signature was created, discriminating samples derived from patients with stage I and II from those from controls with a receiver operating characteristic area under the curve value of 0.96. This signature, consisting of 29 biomarkers, was then validated in an independent case-control study in the United States. The biomarker signature could discriminate patients with stage I and II PDAC from controls in this independent patient cohort with a receiver operating characteristic area under the curve value of 0.96. CONCLUSION This serum biomarker signature might represent a tenable approach to detecting early-stage, localized PDAC if these findings are supported by a prospective validation study.
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Affiliation(s)
- Linda D Mellby
- Linda D. Mellby and Andreas P. Nyberg, Immunovia AB; Christer Wingren and Carl A.K. Borrebaeck, Lund University, Lund, Sweden; Julia S. Johansen, University of Copenhagen, Copenhagen; Børge G. Nordestgaard and Stig E. Bojesen, Copenhagen University Hospital, Herlev, Denmark; and Breeana L. Mitchell, Brett C. Sheppard, and Rosalie C. Sears, Oregon Health and Science University, Portland, OR
| | - Andreas P Nyberg
- Linda D. Mellby and Andreas P. Nyberg, Immunovia AB; Christer Wingren and Carl A.K. Borrebaeck, Lund University, Lund, Sweden; Julia S. Johansen, University of Copenhagen, Copenhagen; Børge G. Nordestgaard and Stig E. Bojesen, Copenhagen University Hospital, Herlev, Denmark; and Breeana L. Mitchell, Brett C. Sheppard, and Rosalie C. Sears, Oregon Health and Science University, Portland, OR
| | - Julia S Johansen
- Linda D. Mellby and Andreas P. Nyberg, Immunovia AB; Christer Wingren and Carl A.K. Borrebaeck, Lund University, Lund, Sweden; Julia S. Johansen, University of Copenhagen, Copenhagen; Børge G. Nordestgaard and Stig E. Bojesen, Copenhagen University Hospital, Herlev, Denmark; and Breeana L. Mitchell, Brett C. Sheppard, and Rosalie C. Sears, Oregon Health and Science University, Portland, OR
| | - Christer Wingren
- Linda D. Mellby and Andreas P. Nyberg, Immunovia AB; Christer Wingren and Carl A.K. Borrebaeck, Lund University, Lund, Sweden; Julia S. Johansen, University of Copenhagen, Copenhagen; Børge G. Nordestgaard and Stig E. Bojesen, Copenhagen University Hospital, Herlev, Denmark; and Breeana L. Mitchell, Brett C. Sheppard, and Rosalie C. Sears, Oregon Health and Science University, Portland, OR
| | - Børge G Nordestgaard
- Linda D. Mellby and Andreas P. Nyberg, Immunovia AB; Christer Wingren and Carl A.K. Borrebaeck, Lund University, Lund, Sweden; Julia S. Johansen, University of Copenhagen, Copenhagen; Børge G. Nordestgaard and Stig E. Bojesen, Copenhagen University Hospital, Herlev, Denmark; and Breeana L. Mitchell, Brett C. Sheppard, and Rosalie C. Sears, Oregon Health and Science University, Portland, OR
| | - Stig E Bojesen
- Linda D. Mellby and Andreas P. Nyberg, Immunovia AB; Christer Wingren and Carl A.K. Borrebaeck, Lund University, Lund, Sweden; Julia S. Johansen, University of Copenhagen, Copenhagen; Børge G. Nordestgaard and Stig E. Bojesen, Copenhagen University Hospital, Herlev, Denmark; and Breeana L. Mitchell, Brett C. Sheppard, and Rosalie C. Sears, Oregon Health and Science University, Portland, OR
| | - Breeana L Mitchell
- Linda D. Mellby and Andreas P. Nyberg, Immunovia AB; Christer Wingren and Carl A.K. Borrebaeck, Lund University, Lund, Sweden; Julia S. Johansen, University of Copenhagen, Copenhagen; Børge G. Nordestgaard and Stig E. Bojesen, Copenhagen University Hospital, Herlev, Denmark; and Breeana L. Mitchell, Brett C. Sheppard, and Rosalie C. Sears, Oregon Health and Science University, Portland, OR
| | - Brett C Sheppard
- Linda D. Mellby and Andreas P. Nyberg, Immunovia AB; Christer Wingren and Carl A.K. Borrebaeck, Lund University, Lund, Sweden; Julia S. Johansen, University of Copenhagen, Copenhagen; Børge G. Nordestgaard and Stig E. Bojesen, Copenhagen University Hospital, Herlev, Denmark; and Breeana L. Mitchell, Brett C. Sheppard, and Rosalie C. Sears, Oregon Health and Science University, Portland, OR
| | - Rosalie C Sears
- Linda D. Mellby and Andreas P. Nyberg, Immunovia AB; Christer Wingren and Carl A.K. Borrebaeck, Lund University, Lund, Sweden; Julia S. Johansen, University of Copenhagen, Copenhagen; Børge G. Nordestgaard and Stig E. Bojesen, Copenhagen University Hospital, Herlev, Denmark; and Breeana L. Mitchell, Brett C. Sheppard, and Rosalie C. Sears, Oregon Health and Science University, Portland, OR
| | - Carl A K Borrebaeck
- Linda D. Mellby and Andreas P. Nyberg, Immunovia AB; Christer Wingren and Carl A.K. Borrebaeck, Lund University, Lund, Sweden; Julia S. Johansen, University of Copenhagen, Copenhagen; Børge G. Nordestgaard and Stig E. Bojesen, Copenhagen University Hospital, Herlev, Denmark; and Breeana L. Mitchell, Brett C. Sheppard, and Rosalie C. Sears, Oregon Health and Science University, Portland, OR
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Signal-Targeted Therapies and Resistance Mechanisms in Pancreatic Cancer: Future Developments Reside in Proteomics. Cancers (Basel) 2018; 10:cancers10060174. [PMID: 29865155 PMCID: PMC6025626 DOI: 10.3390/cancers10060174] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2018] [Revised: 05/29/2018] [Accepted: 05/30/2018] [Indexed: 12/18/2022] Open
Abstract
For patients with metastatic pancreatic cancer that are not eligible for surgery, signal-targeted therapies have so far failed to significantly improve survival. These therapeutic options have been tested in phase II/III clinical trials mostly in combination with the reference treatment gemcitabine. Innovative therapies aim to annihilate oncogenic dependency, or to normalize the tumoural stroma to allow immune cells to function and/or re-vascularisation to occur. Large scale transcriptomic and genomic analysis revealed that pancreatic cancers display great heterogeneity but failed to clearly delineate specific oncogene dependency, besides oncogenic Kras. Beyond these approaches, proteomics appears to be an appropriate approach to classify signal dependency and to identify specific alterations at the targetable level. However, due to difficulties in sampling, proteomic data for this pathology are scarce. In this review, we will discuss the current state of clinical trials for targeted therapies against pancreatic cancer. We will then highlight the most recent proteomic data for pancreatic tumours and their metastasis, which could help to identify major oncogenic signalling dependencies, as well as provide future leads to explain why pancreatic tumours are intrinsically resistant to signal-targeted therapies. We will finally discuss how studies on phosphatidylinositol-3-kinase (PI3K) signalling, as the paradigmatic pro-tumoural signal downstream of oncogenic Kras in pancreatic cancer, would benefit from exploratory proteomics to increase the efficiency of targeted therapies.
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Bennike TB, Bellin MD, Xuan Y, Stensballe A, Møller FT, Beilman GJ, Levy O, Cruz-Monserrate Z, Andersen V, Steen J, Conwell DL, Steen H. A Cost-Effective High-Throughput Plasma and Serum Proteomics Workflow Enables Mapping of the Molecular Impact of Total Pancreatectomy with Islet Autotransplantation. J Proteome Res 2018; 17:1983-1992. [PMID: 29641209 DOI: 10.1021/acs.jproteome.8b00111] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
Blood is an ideal body fluid for the discovery or monitoring of diagnostic and prognostic protein biomarkers. However, discovering robust biomarkers requires the analysis of large numbers of samples to appropriately represent interindividual variability. To address this analytical challenge, we established a high-throughput and cost-effective proteomics workflow for accurate and comprehensive proteomics at an analytical depth applicable for clinical studies. For validation, we processed 1 μL each from 62 plasma samples in 96-well plates and analyzed the product by quantitative data-independent acquisition liquid chromatography/mass spectrometry; the data were queried using feature quantification with Spectronaut. To show the applicability of our workflow to serum, we analyzed a unique set of samples from 48 chronic pancreatitis patients, pre and post total pancreatectomy with islet autotransplantation (TPIAT) surgery. We identified 16 serum proteins with statistically significant abundance alterations, which represent a molecular signature distinct from that of chronic pancreatitis. In summary, we established a cost-efficient high-throughput workflow for comprehensive proteomics using PVDF-membrane-based digestion that is robust, automatable, and applicable to small plasma and serum volumes, e.g., finger stick. Application of this plasma/serum proteomics workflow resulted in the first mapping of the molecular implications of TPIAT on the serum proteome.
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Affiliation(s)
- Tue Bjerg Bennike
- Department of Pathology , Harvard Medical School , Boston , Massachusetts , United States.,Department of Pathology , Boston Children's Hospital , Boston , Massachusetts , United States.,Precision Vaccines Program , Boston Children's Hospital , Boston , Massachusetts , United States.,Department of Health Science and Technology , Aalborg University , Aalborg , Denmark
| | - Melena D Bellin
- Department of Surgery , University of Minnesota Medical Center , Minneapolis , Minnesota , United States.,Department of Pediatrics , University of Minnesota Medical Center , Minneapolis , Minnesota , United States
| | - Yue Xuan
- Thermo Fisher Scientific , Bremen , Germany
| | - Allan Stensballe
- Department of Health Science and Technology , Aalborg University , Aalborg , Denmark
| | | | - Gregory J Beilman
- Department of Surgery , University of Minnesota Medical Center , Minneapolis , Minnesota , United States
| | - Ofer Levy
- Precision Vaccines Program , Boston Children's Hospital , Boston , Massachusetts , United States.,Division of Infectious Diseases, Department of Medicine , Boston Children's Hospital , Boston , Massachusetts , United States
| | - Zobeida Cruz-Monserrate
- Division of Gastroenterology, Hepatology and Nutrition , The Ohio State University Wexner Medical Center , Columbus , Ohio United States
| | - Vibeke Andersen
- Focused Research Unit for Molecular Diagnostic and Clinical Research (MOK), IRS-Center Sonderjylland , Hospital of Southern Jutland , Aabenraa , Denmark.,Institute of Molecular Medicine , University of Southern Denmark , Odense , Denmark
| | - Judith Steen
- F.M. Kirby Neurobiology Center, Boston Children's Hospital, and Department of Neurology , Harvard Medical School , Boston , Massachusetts , United States
| | - Darwin L Conwell
- Division of Gastroenterology, Hepatology and Nutrition , The Ohio State University Wexner Medical Center , Columbus , Ohio United States
| | - Hanno Steen
- Department of Pathology , Harvard Medical School , Boston , Massachusetts , United States.,Department of Pathology , Boston Children's Hospital , Boston , Massachusetts , United States.,Precision Vaccines Program , Boston Children's Hospital , Boston , Massachusetts , United States
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Kim J, Bamlet WR, Oberg AL, Chaffee KG, Donahue G, Cao XJ, Chari S, Garcia BA, Petersen GM, Zaret KS. Detection of early pancreatic ductal adenocarcinoma with thrombospondin-2 and CA19-9 blood markers. Sci Transl Med 2018; 9:9/398/eaah5583. [PMID: 28701476 DOI: 10.1126/scitranslmed.aah5583] [Citation(s) in RCA: 162] [Impact Index Per Article: 27.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2016] [Revised: 12/16/2016] [Accepted: 04/27/2017] [Indexed: 12/15/2022]
Abstract
Markers are needed to facilitate early detection of pancreatic ductal adenocarcinoma (PDAC), which is often diagnosed too late for effective therapy. Starting with a PDAC cell reprogramming model that recapitulated the progression of human PDAC, we identified secreted proteins and tested a subset as potential markers of PDAC. We optimized an enzyme-linked immunosorbent assay (ELISA) using plasma samples from patients with various stages of PDAC, from individuals with benign pancreatic disease, and from healthy controls. A phase 1 discovery study (n = 20), a phase 2a validation study (n = 189), and a second phase 2b validation study (n = 537) revealed that concentrations of plasma thrombospondin-2 (THBS2) discriminated among all stages of PDAC consistently. The receiver operating characteristic (ROC) c-statistic was 0.76 in the phase 1 study, 0.84 in the phase 2a study, and 0.87 in the phase 2b study. The plasma concentration of THBS2 was able to discriminate resectable stage I cancer as readily as stage III/IV PDAC tumors. THBS2 plasma concentrations combined with those for CA19-9, a previously identified PDAC marker, yielded a c-statistic of 0.96 in the phase 2a study and 0.97 in the phase 2b study. THBS2 data improved the ability of CA19-9 to distinguish PDAC from pancreatitis. With a specificity of 98%, the combination of THBS2 and CA19-9 yielded a sensitivity of 87% for PDAC in the phase 2b study. A THBS2 and CA19-9 blood marker panel measured with a conventional ELISA may improve the detection of patients at high risk for PDAC.
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Affiliation(s)
- Jungsun Kim
- Institute for Regenerative Medicine, Department of Cell and Developmental Biology, Abramson Cancer Center (Tumor Biology Program), Perelman School of Medicine, University of Pennsylvania, 9-131 Smilow Center for Translational Research, 3400 Civic Center Boulevard, Philadelphia, PA 19104-5157, USA
| | - William R Bamlet
- Division of Biomedical Statistics and Informatics, Department of Health Sciences Research, Mayo Clinic, Rochester, MN 55905, USA
| | - Ann L Oberg
- Division of Biomedical Statistics and Informatics, Department of Health Sciences Research, Mayo Clinic, Rochester, MN 55905, USA
| | - Kari G Chaffee
- Division of Biomedical Statistics and Informatics, Department of Health Sciences Research, Mayo Clinic, Rochester, MN 55905, USA
| | - Greg Donahue
- Institute for Regenerative Medicine, Department of Cell and Developmental Biology, Abramson Cancer Center (Tumor Biology Program), Perelman School of Medicine, University of Pennsylvania, 9-131 Smilow Center for Translational Research, 3400 Civic Center Boulevard, Philadelphia, PA 19104-5157, USA
| | - Xing-Jun Cao
- Epigenetics Program, Department of Biochemistry and Biophysics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Suresh Chari
- Division of Gastroenterology and Hepatology, Department of Medicine, Mayo Clinic, Rochester, MN 55905, USA
| | - Benjamin A Garcia
- Epigenetics Program, Department of Biochemistry and Biophysics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Gloria M Petersen
- Division of Epidemiology, Department of Health Sciences Research, Mayo Clinic, Rochester, MN 55905, USA
| | - Kenneth S Zaret
- Institute for Regenerative Medicine, Department of Cell and Developmental Biology, Abramson Cancer Center (Tumor Biology Program), Perelman School of Medicine, University of Pennsylvania, 9-131 Smilow Center for Translational Research, 3400 Civic Center Boulevard, Philadelphia, PA 19104-5157, USA.
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Proteomic biomarkers in body fluids associated with pancreatic cancer. Oncotarget 2018; 9:16573-16587. [PMID: 29662668 PMCID: PMC5893263 DOI: 10.18632/oncotarget.24654] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2017] [Accepted: 02/25/2018] [Indexed: 12/12/2022] Open
Abstract
Pancreatic cancer (PC) is a highly malignant disease that represents the fourth leading cancer-related death worldwide. There has been very little improvement in survival rates over recent years, and surgical resection remains the only reliable curative approach. Factors that contribute to this dismal prognosis for PC include its rapid progression and invasion, the absence of specific symptoms, and the little impact of available chemotherapy. Importantly, the management of this malignancy is also limited by the lack of highly specific and sensitive biomarkers for its diagnosis and follow-up, and their identification is therefore considered a promising strategy to improve outcomes in these patients. Numerous translational studies have explored the usefulness of body fluids as a non-invasive source of PC-specific biomarkers, and innovations in proteomic methods and technologies have provided a myriad of protein biomarkers for different cancers. The adoption of a proteomic approach has improved understanding of the biology of PC and contributed to the potential identification of protein biomarkers for this disease. This review considers the most recent research efforts to develop novel proteomic biomarkers in body fluids for PC.
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44
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Novel circulating peptide biomarkers for esophageal squamous cell carcinoma revealed by a magnetic bead-based MALDI-TOFMS assay. Oncotarget 2018; 7:23569-80. [PMID: 26993605 PMCID: PMC5029648 DOI: 10.18632/oncotarget.8123] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2015] [Accepted: 02/28/2016] [Indexed: 12/31/2022] Open
Abstract
Esophageal squamous cell carcinoma (ESCC) is one of the most common malignant neoplasms worldwide. Patients are often diagnosed at advanced stages with poor prognosis due to the absence of obvious early symptoms. Here, we applied a high-throughput serum peptidome analysis to identify circulating peptide markers of ESCC. Weak cationic exchange magnetic beads coupled to matrix-assisted laser desorption/ionization time-of-flight mass spectrometry was used for two-stage proteotypic peptide profiling in complex serum samples collected from 477 cancer patients and healthy controls. We established a genetic algorithm model containing three significantly differentially expressed peptides at 1,925.5, 2,950.6 and 5,900.0 Da with a sensitivity and specificity of 97.00% and 95.92% in the training set and 97.03% and 100.00% in the validation set, respectively. The model's diagnostic capability was significantly better than SCC-Ag and Cyfra 21-1, especially for early stage ESCC, with an achieved sensitivity of 96.94%. Subsequently, these peptides were identified as fragments of AHSG, TSP1 and FGA by linear ion trap-orbitrap hybrid tandem mass spectrometry. Notably, increased tissue and serum levels of TSP1 in ESCC were verified and correlated with disease progression. In addition, tissue TSP1 was an independent poor prognostic factor in ESCC. In conclusion, the newly established circulating peptide panel and identified proteins could serve as potential biomarkers for the early detection and diagnosis of ESCC. Nevertheless, a larger cohort will be required for further unequivocal validation of their clinical application.
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45
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Validation of Biomarkers for Early Detection of Pancreatic Cancer: Summary of The Alliance of Pancreatic Cancer Consortia for Biomarkers for Early Detection Workshop. Pancreas 2018; 47:135-141. [PMID: 29346214 PMCID: PMC5777224 DOI: 10.1097/mpa.0000000000000973] [Citation(s) in RCA: 36] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
Pancreatic cancer is the third leading cause of cancer death in the United States, and the 5-year relative survival for patients diagnosed with pancreatic cancer is less than 10%. Early intervention is the key to a better survival outcome. Currently, there are no biomarkers that can reliably detect pancreatic cancer at an early stage or identify precursors that are destined to progress to malignancy. The National Cancer Institute in partnership with the Kenner Family Research Fund and the Pancreatic Cancer Action Network convened a Data Jamboree on Biomarkers workshop on December 5, 2016, to discuss and evaluate existing or newly developed biomarkers and imaging methods for early detection of pancreatic cancer. The primary goal of this workshop was to determine if there are any promising biomarkers for early detection of pancreatic cancer that are ready for clinical validation. The Alliance of Pancreatic Cancer Consortia for Biomarkers for Early Detection, formed under the auspices of this workshop, will provide the common platform and the resources necessary for validation. Although none of the biomarkers evaluated seemed ready for a large-scale biomarker validation trial, a number of them had sufficiently high sensitivity and specificity to warrant additional research, especially if combined with other biomarkers to form a panel.
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46
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Fiorino S, Bacchi-Reggiani ML, Birtolo C, Acquaviva G, Visani M, Fornelli A, Masetti M, Tura A, Sbrignadello S, Grizzi F, Patrinicola F, Zanello M, Mastrangelo L, Lombardi R, Benini C, Di Tommaso L, Bondi A, Monetti F, Siopis E, Orlandi PE, Imbriani M, Fabbri C, Giovanelli S, Domanico A, Accogli E, Di Saverio S, Grifoni D, Cennamo V, Leandri P, Jovine E, de Biase D. Matricellular proteins and survival in patients with pancreatic cancer: A systematic review. Pancreatology 2018; 18:122-132. [PMID: 29137857 DOI: 10.1016/j.pan.2017.11.001] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/13/2017] [Revised: 10/29/2017] [Accepted: 11/01/2017] [Indexed: 02/05/2023]
Abstract
Extracellular matrix (ECM) plays a fundamental role in tissue architecture and homeostasis and modulates cell functions through a complex interaction between cell surface receptors, hormones, several bioeffector molecules, and structural proteins like collagen. These components are secreted into ECM and all together contribute to regulate several cellular activities including differentiation, apoptosis, proliferation, and migration. The so-called "matricellular" proteins (MPs) have recently emerged as important regulators of ECM functions. The aim of our review is to consider all different types of MPs family assessing the potential relationship between MPs and survival in patients with pancreatic ductal adenocarcinoma (PDAC). A systematic computer-based search of published articles, according to the Preferred Reporting Items for Systematic reviews and Meta-Analysis (PRISMA) Statement issued in 2009 was conducted through Ovid interface, and literature review was performed in May 2017. The search text words were identified by means of controlled vocabulary, such as the National Library of Medicine's MESH (Medical Subject Headings) and Keywords. Collected data showed an important role of MPs in carcinogenesis and in PDAC prognosis even though the underlying mechanisms are still largely unknown and data are not univocal. Therefore, a better understanding of MPs role in regulation of ECM homeostasis and remodeling of specific organ niches may suggest potential novel extracellular targets for the development of efficacious therapeutic strategies.
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Affiliation(s)
- Sirio Fiorino
- Internal Medicine Unit C, Azienda USL-Maggiore Hospital, Largo Nigrisoli 3, Bologna, Italy.
| | - Maria Letizia Bacchi-Reggiani
- Department of Medicine (Dipartimento di Medicina Specialistica, Diagnostica e Sperimentale), Cardiology Unit, Policlinico S. Orsola-Malpighi, University of Bologna, via Massarenti 9, Bologna, Italy
| | - Chiara Birtolo
- Internal Medicine Unit A, Azienda USL-Maggiore Hospital, Largo Nigrisoli 3, Bologna, Italy
| | - Giorgia Acquaviva
- Department of Medicine (Dipartimento di Medicina Specialistica, Diagnostica e Sperimentale), University of Bologna, Azienda USL di Bologna, Largo Nigrisoli 3, Bologna, Italy
| | - Michela Visani
- Department of Medicine (Dipartimento di Medicina Specialistica, Diagnostica e Sperimentale), University of Bologna, Azienda USL di Bologna, Largo Nigrisoli 3, Bologna, Italy
| | - Adele Fornelli
- Anatomic Pathology Unit, Azienda USL-Maggiore Hospital, Largo Nigrisoli 3, Bologna, Italy
| | - Michele Masetti
- Surgery Unit, Azienda USL-Maggiore Hospital, Largo Nigrisoli 3, Bologna, Italy
| | - Andrea Tura
- CNR Institute of Neuroscience, Via Giuseppe Moruzzi 1, Padova, Italy
| | | | - Fabio Grizzi
- Department of Immunology and Inflammation, Humanitas Clinical and Research Center, Via Manzoni 56, Rozzano, Milano, Italy
| | - Federica Patrinicola
- Department of Immunology and Inflammation, Humanitas Clinical and Research Center, Via Manzoni 56, Rozzano, Milano, Italy
| | - Matteo Zanello
- Surgery Unit, Azienda USL-Maggiore Hospital, Largo Nigrisoli 3, Bologna, Italy
| | - Laura Mastrangelo
- Surgery Unit, Azienda USL-Maggiore Hospital, Largo Nigrisoli 3, Bologna, Italy
| | - Raffaele Lombardi
- Surgery Unit, Azienda USL-Maggiore Hospital, Largo Nigrisoli 3, Bologna, Italy
| | - Claudia Benini
- Surgery Unit, Azienda USL-Maggiore Hospital, Largo Nigrisoli 3, Bologna, Italy
| | - Luca Di Tommaso
- Department of Pathology, Humanitas Clinical and Research Center, Via Manzoni 56, Rozzano, Milano, Italy
| | - Arrigo Bondi
- Anatomic Pathology Unit, Azienda USL-Maggiore Hospital, Largo Nigrisoli 3, Bologna, Italy
| | - Francesco Monetti
- Radiology Unit, Azienda USL-Maggiore Hospital, Largo Nigrisoli 3, Bologna, Italy
| | - Elena Siopis
- Radiology Unit, Azienda USL-Maggiore Hospital, Largo Nigrisoli 3, Bologna, Italy
| | - Paolo Emilio Orlandi
- Radiology Unit, Azienda USL-Maggiore Hospital, Largo Nigrisoli 3, Bologna, Italy
| | - Michele Imbriani
- Radiology Unit, Azienda USL-Maggiore Hospital, Largo Nigrisoli 3, Bologna, Italy
| | - Carlo Fabbri
- Unit of Gastroenterology and Digestive Endoscopy, Azienda USL-Maggiore Hospital, Largo Nigrisoli 3, Bologna, Italy
| | - Silvia Giovanelli
- Unit of Gastroenterology and Digestive Endoscopy, Azienda USL-Maggiore Hospital, Largo Nigrisoli 3, Bologna, Italy
| | - Andrea Domanico
- Internal Medicine Unit A, Azienda USL-Maggiore Hospital, Largo Nigrisoli 3, Bologna, Italy
| | - Esterita Accogli
- Internal Medicine Unit A, Azienda USL-Maggiore Hospital, Largo Nigrisoli 3, Bologna, Italy
| | - Salomone Di Saverio
- Surgical Emergency Unit, Azienda USL-Maggiore Hospital, Largo Nigrisoli 3, Bologna, Italy
| | - Daniela Grifoni
- Department of Pharmacy and Biotechnology, University of Bologna, via San Donato 15, Bologna, Italy
| | - Vincenzo Cennamo
- Unit of Gastroenterology and Digestive Endoscopy, Azienda USL-Maggiore Hospital, Largo Nigrisoli 3, Bologna, Italy
| | - Paolo Leandri
- Surgical Emergency Unit, Azienda USL-Maggiore Hospital, Largo Nigrisoli 3, Bologna, Italy
| | - Elio Jovine
- Surgery Unit, Azienda USL-Maggiore Hospital, Largo Nigrisoli 3, Bologna, Italy
| | - Dario de Biase
- Department of Pharmacy and Biotechnology, University of Bologna, via San Donato 15, Bologna, Italy.
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Costello E. A metabolomics-based biomarker signature discriminates pancreatic cancer from chronic pancreatitis. Gut 2018; 67:2-3. [PMID: 28539352 DOI: 10.1136/gutjnl-2016-313665] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/08/2017] [Revised: 04/10/2017] [Accepted: 04/11/2017] [Indexed: 01/06/2023]
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Abstract
Painless jaundice is a harbinger of malignant biliary obstruction, with the majority of cases due to pancreatic adenocarcinoma. Despite advances in treatment, including improved surgical techniques and neoadjuvant (preoperative) chemotherapy, long-term survival from pancreatic cancer is rare. This lack of significant improvement in outcomes is believed to be due to multiple reasons, including the advanced stage at diagnosis and lack of an adequate biomarker for screening and early detection, prior to the onset of jaundice or epigastric pain. Close attention is required to select appropriate patients for preoperative biliary decompression, and to prevent morbid complications from biliary drainage procedures, such as pancreatitis and cholangitis. Use of small caliber plastic biliary stents during endoscopic retrograde cholangiopancreatography should be minimized, as metal stents have increased area for improved bile flow and a reduced risk of adverse events during neoadjuvant therapy. Efforts are underway by translational scientists, radiologists, oncologists, surgeons, and gastroenterologists to augment lifespan for our patients and to more readily treat this deadly disease. In this review, the authors discuss the rationale and techniques of endoscopic biliary intervention, mainly focusing on malignant biliary obstruction by pancreatic cancer.
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Affiliation(s)
- Jeffrey H Lee
- Division of Medicine, Department of Gastroenterology, Hepatology and Nutrition, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Tomas DaVee
- Division of Medicine, Department of Gastroenterology, Hepatology and Nutrition, The University of Texas MD Anderson Cancer Center, Houston, Texas
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Kim H, Park J, Wang JI, Kim Y. Recent advances in proteomic profiling of pancreatic ductal adenocarcinoma and the road ahead. Expert Rev Proteomics 2017; 14:963-971. [PMID: 28926720 DOI: 10.1080/14789450.2017.1382356] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
INTRODUCTION Pancreatic ductal adenocarcinoma (PDAC) is one of the deadliest cancers worldwide. However, there remain many unmet clinical needs, from diagnosis to treatment strategies. The inherent complexity of the molecular characteristics of PDAC has made it difficult to meet these challenges, rendering proteomic profiling of PDAC a critical area of research. Area covered: In this review, we present recent advances in mass spectrometry (MS) and its current application in proteomic studies on PDAC. In addition, we discuss future directions for research that can efficiently incorporate current MS-based technologies that address key issues of PDAC proteomics. Expert commentary: Compared with other cancer studies, little progress has been made in PDAC proteomics, perhaps attributed to the difficulty in performing in-depth and large-scale clinical studies on PDAC. However, recent advances in mass spectrometry can advance PDAC proteomics past the fundamental research stage.
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Affiliation(s)
- Hyunsoo Kim
- a Department of Biomedical Sciences , Seoul National University College of Medicine , Yongon-Dong, Seoul 110-799 , Korea.,b Department of Biomedical Engineering , Seoul National University College of Medicine , Yongon-Dong, Seoul 110-799 , Korea.,c Institute of Medical and Biological Engineering, Medical Research Center, Seoul National University College of Medicine , Yongon-Dong, Seoul 110-799 , Korea
| | - Joonho Park
- b Department of Biomedical Engineering , Seoul National University College of Medicine , Yongon-Dong, Seoul 110-799 , Korea
| | - Joseph I Wang
- b Department of Biomedical Engineering , Seoul National University College of Medicine , Yongon-Dong, Seoul 110-799 , Korea
| | - Youngsoo Kim
- a Department of Biomedical Sciences , Seoul National University College of Medicine , Yongon-Dong, Seoul 110-799 , Korea.,b Department of Biomedical Engineering , Seoul National University College of Medicine , Yongon-Dong, Seoul 110-799 , Korea.,c Institute of Medical and Biological Engineering, Medical Research Center, Seoul National University College of Medicine , Yongon-Dong, Seoul 110-799 , Korea
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