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Maiti A, Mondal S, Choudhury S, Bandopadhyay A, Mukherjee S, Sikdar N. Oncometabolites in pancreatic cancer: Strategies and its implications. World J Exp Med 2024; 14:96005. [DOI: 10.5493/wjem.v14.i4.96005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/24/2024] [Revised: 08/24/2024] [Accepted: 09/14/2024] [Indexed: 10/31/2024] Open
Abstract
Pancreatic cancer (PanCa) is a catastrophic disease, being third lethal in both the genders around the globe. The possible reasons are extreme disease invasiveness, highly fibrotic and desmoplastic stroma, dearth of confirmatory diagnostic approaches and resistance to chemotherapeutics. This inimitable tumor microenvironment (TME) or desmoplasia with excessive extracellular matrix accumulation, create an extremely hypovascular, hypoxic and nutrient-deficient zone inside the tumor. To survive, grow and proliferate in such tough TME, pancreatic tumor and stromal cells transform their metabolism. Transformed glucose, glutamine, fat, nucleotide metabolism and inter-metabolite communication between tumor and TME in synergism, impart therapy resistance, and immunosuppression in PanCa. Thus, a finer knowledge of altered metabolism would uncover its metabolic susceptibilities. These unique metabolic targets may help to device novel diagnostic/prognostic markers and therapeutic strategies for better management of PanCa. In this review, we sum up reshaped metabolic pathways in PanCa to formulate detection and remedial strategies of this devastating disease.
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Affiliation(s)
- Arunima Maiti
- Suraksha Diagnostics Pvt Ltd, Newtown, Rajarhat, Kolkata 700156, West Bengal, India
| | - Susmita Mondal
- Department of Zoology, Diamond Harbour Women’s University, Diamond Harbour 743368, West Bengal, India
| | - Sounetra Choudhury
- Human Genetics Unit, Indian Statistical Institute, Kolkata 700108, West Bengal, India
| | | | - Sanghamitra Mukherjee
- Department of Pathology, RG Kar Medical College and Hospital, Kolkata 700004, West Bengal, India
| | - Nilabja Sikdar
- Human Genetics Unit, Indian Statistical Institute, Kolkata 700108, West Bengal, India
- Scientist G, Estuarine and Coastal Studies Foundation, Howrah 711101, West Bengal, India
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Olaoba OT, Adelusi TI, Yang M, Maidens T, Kimchi ET, Staveley-O’Carroll KF, Li G. Driver Mutations in Pancreatic Cancer and Opportunities for Targeted Therapy. Cancers (Basel) 2024; 16:1808. [PMID: 38791887 PMCID: PMC11119842 DOI: 10.3390/cancers16101808] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2024] [Revised: 05/06/2024] [Accepted: 05/07/2024] [Indexed: 05/26/2024] Open
Abstract
Pancreatic cancer is the sixth leading cause of cancer-related mortality globally. As the most common form of pancreatic cancer, pancreatic ductal adenocarcinoma (PDAC) represents up to 95% of all pancreatic cancer cases, accounting for more than 300,000 deaths annually. Due to the lack of early diagnoses and the high refractory response to the currently available treatments, PDAC has a very poor prognosis, with a 5-year overall survival rate of less than 10%. Targeted therapy and immunotherapy are highly effective and have been used for the treatment of many types of cancer; however, they offer limited benefits in pancreatic cancer patients due to tumor-intrinsic and extrinsic factors that culminate in drug resistance. The identification of key factors responsible for PDAC growth and resistance to different treatments is highly valuable in developing new effective therapeutic strategies. In this review, we discuss some molecules which promote PDAC initiation and progression, and their potential as targets for PDAC treatment. We also evaluate the challenges associated with patient outcomes in clinical trials and implications for future research.
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Affiliation(s)
- Olamide T. Olaoba
- Department of Surgery, University of Connecticut Health Center, Farmington, CT 06030, USA; (O.T.O.); (T.I.A.); (M.Y.); (E.T.K.)
- Department of Immunology, University of Connecticut Health Center, Farmington, CT 06030, USA
| | - Temitope I. Adelusi
- Department of Surgery, University of Connecticut Health Center, Farmington, CT 06030, USA; (O.T.O.); (T.I.A.); (M.Y.); (E.T.K.)
| | - Ming Yang
- Department of Surgery, University of Connecticut Health Center, Farmington, CT 06030, USA; (O.T.O.); (T.I.A.); (M.Y.); (E.T.K.)
| | - Tessa Maidens
- Department of Surgery, University of Missouri, Columbia, MO 65212, USA;
| | - Eric T. Kimchi
- Department of Surgery, University of Connecticut Health Center, Farmington, CT 06030, USA; (O.T.O.); (T.I.A.); (M.Y.); (E.T.K.)
| | - Kevin F. Staveley-O’Carroll
- Department of Surgery, University of Connecticut Health Center, Farmington, CT 06030, USA; (O.T.O.); (T.I.A.); (M.Y.); (E.T.K.)
| | - Guangfu Li
- Department of Surgery, University of Connecticut Health Center, Farmington, CT 06030, USA; (O.T.O.); (T.I.A.); (M.Y.); (E.T.K.)
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Chakraborty S, Ghosh S. CCND1 Amplification in Pancreatic Ductal and Ampullary Adenocarcinoma and Its Impact on Patients' Survival: a Single-Center Observational Study. Indian J Surg Oncol 2024; 15:226-231. [PMID: 38817999 PMCID: PMC11133249 DOI: 10.1007/s13193-022-01685-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2021] [Accepted: 11/07/2022] [Indexed: 11/15/2022] Open
Abstract
Studies conducted worldwide in the last few decades have demonstrated that various high- and low-frequency inherited and somatic mutations play important roles in the pathogenesis of periampullary carcinoma. Owing to relatively inaccessible location and lack of specific early diagnostic signs, majority of periampullary tumors are difficult to manage. Limited chemotherapeutic options that are available are highly toxic and not very efficacious. CyclinD1, if found to be amplified in these malignancies, might become an important gene to be targeted for monoclonal antibody therapy. An analytical retrospective-prospective study was done on 35 patients of operable periampullary carcinoma, in Medical College, Kolkata from January 2019 to July 2020. After isolating DNA from tumor and corresponding normal tissue by Qiagen DNEasy kit, CyclinD1 amplification was assessed by RT-PCR using Taqman DNA copy number in the laboratory of Indian Statistical Institute. Survival analysis was done by Kaplan-Meier estimator and all statistical calculations performed through SPSS software. Six (17%) out of 35 patients were found to have > twofold amplifications of CyclinD1 gene. However, no positive correlation was found between CyclinD1 amplification and overall survival of the patients (p value 0.21). Positive correlation was not found in our study between CCND1 amplification and periampullary malignancy. However, a single large study conducted in Japan by Yamazaki showed reduced survival and higher metastasis in CyclinD1 positive periampullary carcinoma. So there is reasonable scope in future for large-scale population-based studies to establish similar association in our subcontinent as well.
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Affiliation(s)
- Shuchismita Chakraborty
- Department of General Surgery, Medical College Kolkata, 88, College Street, Kolkata, 700073 West Bengal India
- Kolkata, India
| | - Shibajyoti Ghosh
- Department of General Surgery, Medical College Kolkata, 88, College Street, Kolkata, 700073 West Bengal India
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Tewari M, Swain JR, Mishra RR, Dixit VK, Shukla HS. Expression Profile of KRAS and p16 in Periampullary Cancer. Indian J Surg Oncol 2024; 15:25-34. [PMID: 38511045 PMCID: PMC10948726 DOI: 10.1007/s13193-023-01819-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Accepted: 09/06/2023] [Indexed: 03/22/2024] Open
Abstract
Activating point mutations in codons 12, 13, and 61 of the KRAS gene and loss of p16 expression, a tumor suppressor gene, are common genetic alterations in periampullary cancer (PAC). The present study explores expression profile of KRAS and p16 genes in PAC and its prognostic relevance. A total of 50 patients with PAC who underwent potentially curative pancreaticoduodenectomy were included in the study. Formalin-fixed, paraffin-embedded tissue samples were analyzed for point mutations in codons 12 and 13 of KRAS and codon 9 of p16 using polymerase chain reaction. KRAS mutation in codon 12/13 was found in 32 (64%) and loss of p16 expression in 36 (72%) cases. KRAS mutation was significantly associated with higher grade, higher pathological tumor (pT) stage, lymphovascular invasion (LVI), perineural invasion (PNI), and pathological lymph nodes (pN) involvement on univariate analysis. On multivariate analysis, significant association of KRAS remained with higher grade (p = 0.031), pT stage (p = 0.09), and LVI (p = 0.028). On univariate analysis, loss of p16 expression was significantly associated with higher grade, pN involvement, LVI, PNI, and pT stage whereas on multivariate analysis, statistical significant association of p16 was found with higher grade of tumor only (p = 0.04). Patients with KRAS mutation had significantly (p = 0.018) worse disease-free survival (DFS) whereas no significant association was found in overall survival (OS). Loss of p16 expression had no association with either DFS or OS. The presence of p16 and KRAS alterations in patients with PAC suggests aggressive tumor biology. KRAS mutations confer a significantly poor DFS in PAC.
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Affiliation(s)
- Mallika Tewari
- Department of Surgical Oncology, Institute of Medical Sciences, Banaras Hindu University, Varanasi, U.P. 221005 India
| | - Jyoti R. Swain
- Department of Surgical Oncology, Institute of Medical Sciences, Banaras Hindu University, Varanasi, U.P. 221005 India
| | - Raghvendra R. Mishra
- Medical Lab Technology, DDU Kaushal Kendra, Institute of Medical Sciences, Banaras Hindu University, Varanasi, U.P. 221005 India
| | - Vinod K. Dixit
- Department Gastroenterology, Institute of Medical Sciences, Banaras Hindu University, Varanasi, U.P. 221005 India
| | - H. S. Shukla
- Department of Surgical Oncology, Institute of Medical Sciences, Banaras Hindu University, Varanasi, U.P. 221005 India
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Singh M, Jana BK, Pal P, Singha I, Rajkumari A, Chowrasia P, Nath V, Mazumder B. Nanoparticles in pancreatic cancer therapy: a detailed and elaborated review on patent literature. Expert Opin Ther Pat 2023; 33:681-699. [PMID: 37991186 DOI: 10.1080/13543776.2023.2287520] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2023] [Accepted: 11/21/2023] [Indexed: 11/23/2023]
Abstract
INTRODUCTION Nanotechnology may open up new avenues for overcoming the challenges of pancreatic cancer therapy as a broad arsenal of anticancer medicines fail to realize their full therapeutic potential in pancreatic ductal adenocarcinoma due to the formation of multiple resistance mechanisms inside the tumor. Many studies have reported the successful use of various nano formulations in pancreatic cancer therapy. AREAS COVERED This review covers all the major nanotechnology-based patent litrature available on renowned patent data bases like Patentscope and Espacenet, through the time period of 2007-2022. This is an entirely patent centric review, and it includes both clinical and non-clinical data available on nanotechnology-based therapeutics and diagnostic tools for pancreatic cancer. EXPERT OPINION For the sake of understanding, the patents are categorized under various formulation-specific heads like metallic/non-metallic nanoparticles, polymeric nanoparticles, liposomes, carbon nanotubes, protein nanoparticles and liposomes. This distinguishes one specific nanoparticle type from another and makes this review a one-of-a-kind comprehensive patent compilation that has not been reported so far in the history of nanotechnological formulations in pancreatic cancer.
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Affiliation(s)
- Mohini Singh
- Department of Pharmaceutical Sciences, Dibrugarh University, Dibrugarh, Assam, India
| | - Bani Kumar Jana
- Department of Pharmaceutical Sciences, Dibrugarh University, Dibrugarh, Assam, India
| | - Paulami Pal
- Department of Pharmaceutical Sciences, Dibrugarh University, Dibrugarh, Assam, India
| | - Ishita Singha
- Department of Pharmaceutical Sciences, Dibrugarh University, Dibrugarh, Assam, India
| | - Ananya Rajkumari
- Department of Pharmaceutical Sciences, Dibrugarh University, Dibrugarh, Assam, India
| | - Pinky Chowrasia
- Department of Pharmaceutical Sciences, Dibrugarh University, Dibrugarh, Assam, India
| | - Venessa Nath
- Department of Pharmaceutical Sciences, Dibrugarh University, Dibrugarh, Assam, India
| | - Bhaskar Mazumder
- Department of Pharmaceutical Sciences, Dibrugarh University, Dibrugarh, Assam, India
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Iliesiu A, Toma RV, Ciongariu AM, Costea R, Zarnescu N, Bîlteanu L. A pancreatic adenocarcinoma mimicking hepatoid carcinoma of uncertain histogenesis: A case report and literature review. Oncol Lett 2023; 26:442. [PMID: 37720666 PMCID: PMC10502951 DOI: 10.3892/ol.2023.14029] [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: 09/23/2022] [Accepted: 06/19/2023] [Indexed: 09/19/2023] Open
Abstract
In rare cases, metastatic adenocarcinomas of different origin may exhibit the features of hepatoid carcinoma (HC), a rare malignant epithelial tumor, most commonly occurring in the ovaries and stomach, as well as in the pancreas and biliary ducts. A case of a 72-year-old female patient who developed a highly aggressive, poorly differentiated pancreatic ductal adenocarcinoma with peritoneal carcinomatosis, demonstrating hepatoid differentiation upon conventional hematoxylin and eosin staining is reported in the present study. The patient presented with severe abdominal pain, and the radiological investigations performed revealed ovarian and hepatic tumor masses and peritoneal lesions, which were surgically removed. The gross examination of the peritoneum and omentum revealed multiple solid, firm, grey-white nodules, diffusely infiltrating the adipose tissue. The microscopic examination revealed a malignant epithelial proliferation, composed of polygonal cells with abundant eosinophilic cytoplasm and irregular, pleomorphic nuclei. Certain cells presented with intracytoplasmic mucus inclusions, raising suspicion of a HC with an uncertain histogenesis. Immunohistochemical staining was performed, and the tumor cells were found to be positive for cytokeratin (CK)7, CK18 and mucin 5AC, whereas negative staining for CK20, caudal-type homeobox transcription factor 2, α-fetoprotein, paired box gene 8, GATA-binding protein 3 and Wilms tumor 1 were documented. Thus, the diagnosis of metastatic pancreatic adenocarcinoma was established. The main aim of the present study was to provide further knowledge concerning poorly differentiated metastatic adenocarcinoma resembling HC, emphasizing the histopathological and immunohistochemical features of these malignant lesions and raising awareness of the diagnostic difficulties that may arise, as well as the importance of the use immunohistochemistry in differentiating carcinomas of uncertain histogenesis.
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Affiliation(s)
- Andreea Iliesiu
- Department of Pathology, University Emergency Hospital of Bucharest, Bucharest 014461, Romania
- Faculty of General Medicine, ‘Carol Davila’ University of Medicine and Pharmacy, Bucharest 050474, Romania
| | - Radu-Valeriu Toma
- Faculty of General Medicine, ‘Carol Davila’ University of Medicine and Pharmacy, Bucharest 050474, Romania
- Oncological Institute ‘Alexandru Trestioreanu’, Bucharest 022328, Romania
| | - Ana Maria Ciongariu
- Department of Pathology, University Emergency Hospital of Bucharest, Bucharest 014461, Romania
- Faculty of General Medicine, ‘Carol Davila’ University of Medicine and Pharmacy, Bucharest 050474, Romania
| | - Radu Costea
- Faculty of General Medicine, ‘Carol Davila’ University of Medicine and Pharmacy, Bucharest 050474, Romania
- Second Department of Surgery, University Emergency Hospital of Bucharest, Bucharest 050098, Romania
| | - Narcis Zarnescu
- Faculty of General Medicine, ‘Carol Davila’ University of Medicine and Pharmacy, Bucharest 050474, Romania
- Second Department of Surgery, University Emergency Hospital of Bucharest, Bucharest 050098, Romania
| | - Liviu Bîlteanu
- Oncological Institute ‘Alexandru Trestioreanu’, Bucharest 022328, Romania
- Department of Preclinical Sciences, Faculty of Veterinary Medicine, University of Agronomic Sciences and Veterinary Medicine, Bucharest 050097, Romania
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Cao F, Jiang Y, Chang L, Du H, Chang D, Pan C, Huang X, Yu D, Zhang M, Fan Y, Bian X, Li K. High-throughput functional screen identifies YWHAZ as a key regulator of pancreatic cancer metastasis. Cell Death Dis 2023; 14:431. [PMID: 37452033 PMCID: PMC10349114 DOI: 10.1038/s41419-023-05951-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Revised: 06/27/2023] [Accepted: 07/05/2023] [Indexed: 07/18/2023]
Abstract
Pancreatic cancer is a leading cause of cancer death due to its early metastasis and limited response to the current therapies. Metastasis is a complicated multistep process, which is determined by complex genetic alterations. Despite the identification of many metastasis-related genes, distinguishing the drivers from numerous passengers and establishing the causality in cancer pathophysiology remains challenging. Here, we established a high-throughput and piggyBac transposon-based genetic screening platform, which enables either reduced or increased expression of chromosomal genes near the incorporation site of the gene search vector cassette that contains a doxycycline-regulated promoter. Using this strategy, we identified YWHAZ as a key regulator of pancreatic cancer metastasis. We demonstrated that functional activation of Ywhaz by the gene search vector led to enhanced metastatic capability in mouse pancreatic cancer cells. The metastasis-promoting role of YWHAZ was further validated in human pancreatic cancer cells. Overexpression of YWHAZ resulted in more aggressive metastatic phenotypes in vitro and a shorter survival rate in vivo by modulating epithelial-to-mesenchymal transition. Hence, our study established a high-throughput screening method to investigate the functional relevance of novel genes and validated YWHAZ as a key regulator of pancreatic cancer metastasis.
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Affiliation(s)
- Fang Cao
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Department of Pathology, Peking University Cancer Hospital & Institute, Beijing, China
| | - Yunpeng Jiang
- Department of Biochemistry and Biophysics, Beijing Key Laboratory of Protein Posttranslational Modifications and Cell Function, School of Basic Medical Sciences, Peking University Health Science Center, Beijing, China
| | - Lin Chang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Department of Endoscopy Center, Peking University Cancer Hospital & Institute, Beijing, China
- Department of Pathology, Cell Resource Center, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences (CAMS) & School of Basic Medicine, Peking Union Medical College (PUMC), Beijing, China
| | - Hongzhen Du
- Department of Pathology, Cell Resource Center, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences (CAMS) & School of Basic Medicine, Peking Union Medical College (PUMC), Beijing, China
| | - De Chang
- Department of Pulmonary and Critical Care Medicine, 7th Medical Center of Chinese PLA General Hospital, Beijing, China
| | - Chunxiao Pan
- Department of Pathology, Cell Resource Center, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences (CAMS) & School of Basic Medicine, Peking Union Medical College (PUMC), Beijing, China
| | - Xiaozheng Huang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Department of Pathology, Peking University Cancer Hospital & Institute, Beijing, China
| | - Donglin Yu
- Department of Biochemistry and Biophysics, Beijing Key Laboratory of Protein Posttranslational Modifications and Cell Function, School of Basic Medical Sciences, Peking University Health Science Center, Beijing, China
| | - Mi Zhang
- Department of Pulmonary and Critical Care Medicine, 7th Medical Center of Chinese PLA General Hospital, Beijing, China
| | - Yongna Fan
- Department of Pathology, Cell Resource Center, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences (CAMS) & School of Basic Medicine, Peking Union Medical College (PUMC), Beijing, China
| | - Xiaocui Bian
- Department of Pathology, Cell Resource Center, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences (CAMS) & School of Basic Medicine, Peking Union Medical College (PUMC), Beijing, China.
| | - Kailong Li
- Department of Biochemistry and Biophysics, Beijing Key Laboratory of Protein Posttranslational Modifications and Cell Function, School of Basic Medical Sciences, Peking University Health Science Center, Beijing, China.
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Bararia A, Chakraborty P, Roy P, Chattopadhay BK, Das A, Chatterjee A, Sikdar N. Emerging role of non-invasive and liquid biopsy biomarkers in pancreatic cancer. World J Gastroenterol 2023; 29:2241-2260. [PMID: 37124888 PMCID: PMC10134423 DOI: 10.3748/wjg.v29.i15.2241] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/28/2022] [Revised: 02/02/2023] [Accepted: 03/15/2023] [Indexed: 04/14/2023] Open
Abstract
A global increase in the incidence of pancreatic cancer (PanCa) presents a major concern and health burden. The traditional tissue-based diagnostic techniques provided a major way forward for molecular diagnostics; however, they face limitations based on diagnosis-associated difficulties and concerns surrounding tissue availability in the clinical setting. Late disease development with asymptomatic behavior is a drawback in the case of existing diagnostic procedures. The capability of cell free markers in discriminating PanCa from autoimmune pancreatitis and chronic pancreatitis along with other precancerous lesions can be a boon to clinicians. Early-stage diagnosis of PanCa can be achieved only if these biomarkers specifically discriminate the non-carcinogenic disease stage from malignancy with respect to tumor stages. In this review, we comprehensively described the non-invasive disease detection approaches and why these approaches are gaining popularity for their early-stage diagnostic capability and associated clinical feasibility.
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Affiliation(s)
- Akash Bararia
- Human Genetics Unit, Indian Statistical Institute, Kolkata 700108, India
| | - Prosenjeet Chakraborty
- Department of Molecular Biosciences, SVYASA School of Yoga and Naturopathy, Bangalore 560105, India
| | - Paromita Roy
- Department of Pathology, Tata Medical Center, Kolkata 700160, India
| | | | - Amlan Das
- Department of Biochemistry, Royal Global University, Assam 781035, India
| | - Aniruddha Chatterjee
- Department of Pathology, Dunedin School of Medicine, University of Otago, Dunedin 9061, New Zealand
- School of Health Sciences and Technology, University of Petroleum and Energy Studies, Dehradun 248007, India
| | - Nilabja Sikdar
- Human Genetics Unit, Indian Statistical Institute, Kolkata 700108, India
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Singh M, Pal P, Dutta RS, Marbaniang D, Ray S, Mazumder B. Nanodiamond Mediated Molecular Targeting in Pancreatic Ductal Adenocarcinoma: Disrupting the Tumor-stromal Cross-talk, Next Hope on the Horizon? Curr Cancer Drug Targets 2023; 23:620-633. [PMID: 36843367 DOI: 10.2174/1568009623666230227120837] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2022] [Revised: 12/21/2022] [Accepted: 12/21/2022] [Indexed: 02/28/2023]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is one of the foremost causes of cancer-related morbidities worldwide. Novel nanotechnology-backed drug delivery stratagems, including molecular targeting of the chemotherapeutic payload, have been considered. However, no quantum leap in the gross survival rate of patients with PDAC has been realized. One of the predominant causes behind this is tumor desmoplasia, a dense and heterogenous stromal extracellular matrix of the tumor, aptly termed tumor microenvironment (TME). It plays a pivotal role in the tumor pathogenesis of PDAC as it occupies most of the tumor mass, making PDAC one of the most stromal-rich cancers. The complex crosstalk between the tumor and dynamic components of the TME impacts tumor progression and poses a potential barrier to drug delivery. Understanding and deciphering the complex cascade of tumorstromal interactions are the need of the hour so that we can develop neoteric nano-carriers to disrupt the stroma and target the tumor. Nanodiamonds (NDs), due to their unique surface characteristics, have emerged as a promising nano delivery system in various pre-clinical cancer models and have the potential to deliver the chemotherapeutic payload by moving beyond the dynamic tumor-stromal barrier. It can be the next revolution in nanoparticle-mediated pancreatic cancer targeting.
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Affiliation(s)
- Mohini Singh
- Department of Pharmaceutical Sciences, Dibrugarh University, Dibrugarh, 786004, Assam, India
| | - Paulami Pal
- Department of Pharmaceutical Sciences, Dibrugarh University, Dibrugarh, 786004, Assam, India
| | - Rajat Subhra Dutta
- Department of Pharmaceutical Sciences, Dibrugarh University, Dibrugarh, 786004, Assam, India
| | - Daphisha Marbaniang
- Department of Pharmaceutical Sciences, Dibrugarh University, Dibrugarh, 786004, Assam, India
| | - Subhabrata Ray
- Dr. B.C. Roy College of Pharmacy & AHS, Durgapur, WB, India
| | - Bhaskar Mazumder
- Department of Pharmaceutical Sciences, Dibrugarh University, Dibrugarh, 786004, Assam, India
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Apurva, Abdul Sattar RS, Ali A, Nimisha, Kumar Sharma A, Kumar A, Santoshi S, Saluja SS. Molecular pathways in periampullary cancer: An overview. Cell Signal 2022; 100:110461. [PMID: 36096460 DOI: 10.1016/j.cellsig.2022.110461] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2022] [Revised: 08/19/2022] [Accepted: 08/29/2022] [Indexed: 11/22/2022]
Abstract
Molecular alterations in oncogenes and tumor suppressors in various signaling pathways are basis for personalized therapy in cancer. Periampullary carcinoma behaves differently from pancreatic carcinoma both in prognosis and outcome, therefore it needs special attention. Pancreatic cancer have higher incidence of nodal spread and perineural &lymphovascular invasion suggesting it biologically more aggressive tumor compared to periampullary cancer. Since PAC tumors consist of heterogenous tissue of origin, they might contain different mutations in tumor associated genes and other changes in tissue composition among different subgroups clubbed together. Significant progress has been made in understanding the molecular nature of PAC in the previous two decades, and a large number of mutations and other genetic changes have been identified as being responsible for the disease. This review article targets to collate and discuss the molecular evolution of PAC and their implication in its outcome. As per literature, mitogen-activated protein kinase (MAPK), phosphatidylinositol-4,5-bisphosphate 3-kinase (PI3K), and Wnt signaling are the most common pathways involved in PAC. Mutations in KRAS, TP53, CTNNB1, SMAD4 and APC genes were the most frequently reported. I-subtype resembles colorectal cancer while the morphology of PB-type shows close resemblance to pancreatic tumors. The frequency of driver gene mutations is higher in I-type compared to PB-type of PAC indicating I-type to be genetically more unstable. The genetic landscape of PAC obtained from WES data highlighted PI3/AKT pathway to be a primary target in I-type and RAS/RAF in PB-type.
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Affiliation(s)
- Apurva
- Central Molecular Lab, GovindBallabhPant Institute of Postgraduate Medical Education and Research (GIPMER), New Delhi, India; Amity University, Noida, India
| | - Real Sumayya Abdul Sattar
- Central Molecular Lab, GovindBallabhPant Institute of Postgraduate Medical Education and Research (GIPMER), New Delhi, India
| | - Asgar Ali
- Central Molecular Lab, GovindBallabhPant Institute of Postgraduate Medical Education and Research (GIPMER), New Delhi, India
| | - Nimisha
- Central Molecular Lab, GovindBallabhPant Institute of Postgraduate Medical Education and Research (GIPMER), New Delhi, India
| | - Abhay Kumar Sharma
- Central Molecular Lab, GovindBallabhPant Institute of Postgraduate Medical Education and Research (GIPMER), New Delhi, India
| | - Arun Kumar
- Central Molecular Lab, GovindBallabhPant Institute of Postgraduate Medical Education and Research (GIPMER), New Delhi, India
| | | | - Sundeep Singh Saluja
- Central Molecular Lab, GovindBallabhPant Institute of Postgraduate Medical Education and Research (GIPMER), New Delhi, India; Department of GI Surgery, GovindBallabh Pant Institute of Postgraduate Medical Education and Research (GIPMER), New Delhi, India.
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11
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Laya GB, Anandhi A, Gurushankari B, Mandal J, Kate V. Association Between Helicobacter pylori and Periampullary and Pancreatic Cancer: a Case-Control Study. J Gastrointest Cancer 2022; 53:902-907. [PMID: 34997478 DOI: 10.1007/s12029-021-00766-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/12/2021] [Indexed: 10/19/2022]
Abstract
INTRODUCTION Helicobacter pylori has been implicated in the etiopathogenesis of various malignant conditions; however, there is a dearth of studies on the correlation between H. pylori infection and pancreatic cancers. Hence, this study was carried out to evaluate the association between H. pylori infection and periampullary and pancreatic cancer. METHODS This was a single-centre, retrospective, case-control study in which all consecutive patients of periampullary or pancreatic cancer were included. The demographic details with tumour characteristics were recorded. Age and gender-matched controls were patients with other extra-abdominal benign conditions. H. pylori and the Cag A status were determined using IgG antibodies and Cag A antibodies respectively. The association between H. pylori infection and periampullary and pancreatic cancer was the primary outcome. RESULTS A total of 155 patients, 61 in the study and 94 in the control group were included. The overall prevalence of H. pylori in the study group (78.6%) was similar to that of the control group (76.5%) (p = 0.76). Although a higher trend of IgG and Cag A seropositivity was seen in the study group, the difference was not significant. The correlation of H. pylori and Cag A seropositivity showed a higher trend with site-specificity, differentiation, and nodal status. However, the difference was not significant. CONCLUSION There was no association between H. pylori infection and Cag A seropositivity with periampullary and pancreatic cancers. The various tumour characteristics were also not associated with H. pylori infection. Thus, routine eradication of H. pylori infection may not be recommended in periampullary and pancreatic cancers.
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Affiliation(s)
- Giri B Laya
- Department of Surgery, Jawaharlal Institute of Postgraduate Medical Education and Research, Pondicherry-605006, India
| | - Amaranathan Anandhi
- Department of Surgery, Jawaharlal Institute of Postgraduate Medical Education and Research, Pondicherry-605006, India
| | - Balakrishnan Gurushankari
- Department of Surgery, Jawaharlal Institute of Postgraduate Medical Education and Research, Pondicherry-605006, India
| | - Jharna Mandal
- Department of Microbiology, Jawaharlal Institute of Postgraduate Medical Education and Research, Pondicherry-605006, India
| | - Vikram Kate
- Department of Surgery, Jawaharlal Institute of Postgraduate Medical Education and Research, Pondicherry-605006, India
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12
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DNA methylome in pancreatic cancer identified novel promoter hyper-methylation in NPY and FAIM2 genes associated with poor prognosis in Indian patient cohort. Cancer Cell Int 2022; 22:334. [PMID: 36329447 PMCID: PMC9635159 DOI: 10.1186/s12935-022-02737-1] [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: 03/28/2022] [Accepted: 09/17/2022] [Indexed: 11/06/2022] Open
Abstract
Background Pancreatic ductal adenocarcinoma (PDAC) is one of the leading cancers worldwide and has a poor survival, with a 5-year survival rate of only 8.5%. In this study we investigated altered DNA methylation associated with PDAC severity and prognosis. Methods Methylome data, generated using 450 K bead array, was compared between paired PDAC and normal samples in the TCGA cohort (n = 9) and our Indian cohort (n = 7). The total Indian Cohort (n = 75) was split into cohort 1 (n = 7), cohort 2 (n = 22), cohort 3 (n = 26) and cohort 4 (n = 20).Validation of differential methylation (6 selected CpG loci) and associated gene expression for differentially methylated genes (10 selected gDMs) were carried out in separate validation cohorts, using MSP, RT-PCR and IHC correlations between methylation and gene expression were observed in TCGA, GTEx cohorts and in validation cohorts. Kaplan–Meier survival analysis was done to study differential prognosis, during 2–5 years of follow-up. Results We identified 156 DMPs, mapped to 91 genes (gDMs), in PDAC; 68 (43.5%) DMPs were found to be differentially methylated both in TCGA cohort and our cohort, with significant concordance at hypo- and hyper-methylated loci. Enrichments of “regulation of ion transport”, “Interferon alpha/beta signalling”, “morphogenesis and development” and “transcriptional dysregulation” pathways were observed among 91 gDMs. Hyper-methylation of NPY and FAIM2 genes with down-regulated expression in PDAC, were significantly associated with poor prognosis in the Indian patient cohort. Conclusions Ethnic variations among populations may determine the altered epigenetic landscape in the PDAC patients of the Indian cohort. Our study identified novel differentially methylated genes (mainly NPY and FAIM2) and also validated the previously identified differentially methylated CpG sites associated with PDAC cancer patient’s survival. Comparative analysis of our data with TCGA and CPTAC cohorts showed that both NPY and FAIM2 hyper-methylation and down-regulations can be novel epigenetically regulated genes in the Indian patient population, statistically significantly associated with poor survival and advanced tumour stages. Supplementary Information The online version contains supplementary material available at 10.1186/s12935-022-02737-1.
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13
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Metabolic Pathways as a Novel Landscape in Pancreatic Ductal Adenocarcinoma. Cancers (Basel) 2022; 14:cancers14153799. [PMID: 35954462 PMCID: PMC9367608 DOI: 10.3390/cancers14153799] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Revised: 08/01/2022] [Accepted: 08/03/2022] [Indexed: 11/17/2022] Open
Abstract
Metabolism plays a fundamental role in both human physiology and pathology, including pancreatic ductal adenocarcinoma (PDAC) and other tumors. Anabolic and catabolic processes do not only have energetic implications but are tightly associated with other cellular activities, such as DNA duplication, redox reactions, and cell homeostasis. PDAC displays a marked metabolic phenotype and the observed reduction in tumor growth induced by calorie restriction with in vivo models supports the crucial role of metabolism in this cancer type. The aggressiveness of PDAC might, therefore, be reduced by interventions on bioenergetic circuits. In this review, we describe the main metabolic mechanisms involved in PDAC growth and the biological features that may favor its onset and progression within an immunometabolic context. We also discuss the need to bridge the gap between basic research and clinical practice in order to offer alternative therapeutic approaches for PDAC patients in the more immediate future.
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14
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Sweed D, Taha M, Abd Elhamed S, Shams El Dein Mohamed A. The Prognostic Role of CD73/A2AR Expression and Tumor Immune Response in Periampullary Carcinoma Subtypes. Asian Pac J Cancer Prev 2022; 23:1239-1246. [PMID: 35485681 PMCID: PMC9375596 DOI: 10.31557/apjcp.2022.23.4.1239] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2021] [Accepted: 04/23/2022] [Indexed: 11/25/2022] Open
Abstract
INTRODUCTION Periampullary adenocarcinoma (PAAC) is a rare, lethal heterogeneous group of malignancy that differs in their molecular phenotypes. Ecto-5'-nucleotidase (CD73)/adenosine A2A Receptor (A2AR) pathway has shown an emerging role in cancer therapy through modulating the immune response. Therefore, this study aimed to explore the functional role of CD73 and A2AR in pancreatic ductal adenocarcinoma (PDAC) and ampullary carcinoma (AC). MATERIAL AND METHODS An immunohistochemical study for CD73 and A2AR carried on 48 PDAC cases, 21 AC cases and 34 adjacent non-tumor tissues that were taken from the farthest point of normal pancreatic tissue away from the tumor. RESULTS CD73 was overexpressed in the PDAC (p < 0.001), and AC (p = 0.004) groups compared to their non-tumor tissues. However, A2AR was overexpressed in the PDAC group (p = 0.003) but not in the AC group (p = 0.359) compared to non-tumor tissue. In the PDAC group, CD73 overexpression was significantly associated with longer overall survival (p = 0.018). In contrary, A2AR overexpression was significantly associated with high grade (p = 0.001) and late- stage (p = 0.01). Both markers had no prognostic impact on AC. In the meantime, tumor immune response showed a negative prognostic role in PDAC and AC. The prognostic role of tumor immune response in the PDAC group was strongly modulated by CD73 and A2AR expression. CONCLUSIONS PDAC and AC shared CD73 Overexpression while A2AR was overexpressed in PDAC only. In PDAC, CD73 and A2AR showed an opposed prognostic effect but both had no prognostic impact on AC. In addition, tumor immune response showed a controversial impact on the prognosis of PDAC and AC.
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Affiliation(s)
- Dina Sweed
- National Liver Institute, Menoufia University, Egypt.
| | - Mohammad Taha
- National Liver Institute, Menoufia University, Egypt.
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15
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Guz M, Jeleniewicz W, Cybulski M. An Insight into miR-1290: An Oncogenic miRNA with Diagnostic Potential. Int J Mol Sci 2022; 23:1234. [PMID: 35163157 PMCID: PMC8835968 DOI: 10.3390/ijms23031234] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Revised: 01/11/2022] [Accepted: 01/19/2022] [Indexed: 12/12/2022] Open
Abstract
For more than two decades, the view of the roles of non-coding RNAs (ncRNAs) has been radically changing. These RNA molecules that are transcribed from our genome do not have the capacity to encode proteins, but are critical regulators of gene expression at different levels. Our knowledge is constantly enriched by new reports revealing the role of these new molecular players in the development of many pathological conditions, including cancer. One of the ncRNA classes includes short RNA molecules called microRNAs (miRNAs), which are involved in the post-transcriptional control of gene expression affecting various cellular processes. The aberrant expression of miRNAs with oncogenic and tumor-suppressive function is associated with cancer initiation, promotion, malignant transformation, progression and metastasis. Oncogenic miRNAs, also known as oncomirs, mediate the downregulation of tumor-suppressor genes and their expression is upregulated in cancer. Nowadays, miRNAs show promising application in diagnosis, prediction, disease monitoring and therapy response. Our review presents a current view of the oncogenic role of miR-1290 with emphasis on its properties as a cancer biomarker in clinical medicine.
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Affiliation(s)
- Małgorzata Guz
- Department of Biochemistry and Molecular Biology, Medical University of Lublin, 20-093 Lublin, Poland; (W.J.); (M.C.)
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16
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Pothuri V, Herndon J, Ballentine SJ, Lim KH, Fields RC. A Case of a Pathological Complete Response to Neoadjuvant Nivolumab plus Ipilimumab in Periampullary Adenocarcinoma. Oncologist 2021; 26:722-726. [PMID: 33982365 DOI: 10.1002/onco.13821] [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: 01/16/2021] [Accepted: 04/30/2021] [Indexed: 12/16/2022] Open
Abstract
Herein, we report on a patient with known Lynch syndrome and periampullary adenocarcinoma that exhibited a pathological complete response to neoadjuvant nivolumab plus ipilimumab. Two MSH2 mutations, high microsatellite instability, high tumor mutational burden, and elevated PD-L1 expression were identified by next-generation sequencing and immunohistochemistry. Following FOLFIRINOX (Fluorouracil/Leucovorin/Irinotecan/Oxaliplatin) administration and disease progression, nivolumab (1 mg/kg) and ipilimumab (3 mg/kg) were administered every 3 weeks for four total cycles. The patient responded well with minimal adverse effects and significant improvement in epigastric pain, appetite, and body weight. She then underwent resection consisting of pancreaticoduodenectomy, which demonstrated pathological complete response. Complete genomic profiling of periampullary carcinomas is crucial for optimal treatment selection as true ampullary masses and pancreatic ductal adenocarcinoma have different genetic profiles. This case provides an example of a patient who may have further benefited from first-line nivolumab plus ipilimumab to avoid the reduced efficacy and significant side effects associated with chemotherapy. KEY POINTS: A patient with known Lynch syndrome and ampullary adenocarcinoma harboring two MSH2 mutations, high microsatellite instability (MSI-high), high tumor mutational burden (TMB), and elevated PD-L1 expression achieved pathological complete response with neoadjuvant nivolumab plus ipilimumab. The combination of nivolumab plus ipilimumab may be a better first-line option for patients with ampullary adenocarcinomas harboring deficient mismatch repair, MSI-high, and high TMB. Complete genomic profiling of periampullary adenocarcinomas is crucial for optimal treatment selection as true ampullary masses and pancreatic ductal adenocarcinoma have different genetic profiles. The presence of either MSI-high or high TMB could be an appropriate predictive biomarker for response to nivolumab plus ipilimumab in the context of Lynch syndrome.
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Affiliation(s)
- Vikram Pothuri
- Washington University School of Medicine, Barnes-Jewish Hospital, St. Louis, Missouri, USA
| | - John Herndon
- Washington University School of Medicine, Barnes-Jewish Hospital, St. Louis, Missouri, USA
| | - Samuel J Ballentine
- Washington University School of Medicine, Barnes-Jewish Hospital, St. Louis, Missouri, USA
| | - Kian-Huat Lim
- Washington University School of Medicine, Barnes-Jewish Hospital, St. Louis, Missouri, USA
| | - Ryan C Fields
- Washington University School of Medicine, Barnes-Jewish Hospital, St. Louis, Missouri, USA
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17
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Ge O, Huang A, Wang X, Chen Y, Ye Y, Schomburg L. PALB2 upregulation is associated with a poor prognosis in pancreatic ductal adenocarcinoma. Oncol Lett 2021; 21:224. [PMID: 33613713 PMCID: PMC7856690 DOI: 10.3892/ol.2021.12485] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2020] [Accepted: 12/10/2020] [Indexed: 12/11/2022] Open
Abstract
During DNA repair, BRCA1 and BRCA2 interact with the tumor suppressor partner and localizer of BRCA2 (PALB2). PALB2 mutations are associated with an increased risk of breast and ovarian carcinoma, and upregulated PALB2 expression is associated with poor clinical outcomes. The present study investigated the role and prognostic value of PALB2 in pancreatic ductal adenocarcinoma (PDAC). PALB2 expression was inhibited using a small interfering RNA in PDAC cell lines, and the subsequent effects on cell proliferation and migration were investigated. Tissue microarrays from 157 patients undergoing a pancreaticoduodenectomy for PDAC were analyzed via immunohistochemistry, and PALB2 expression was compared with patient outcomes using Kaplan-Meier curves and the multivariate Cox regression model. PALB2-knockdown in PDAC cells had little effect on cell proliferation, but significantly decreased cell migration. Relatively high PALB2 expression was observed in PDAC tissues compared with in peritumoral tissues. Overall survival (OS) was negatively associated with PALB2 expression. TNM stage and PALB2 expression were identified as independent prognostic factors associated with OS via multivariate analysis. Overall, the present study demonstrated that PDAC cell migration was dependent on PALB2, which was further supported by the finding that elevated PALB2 expression in PDAC tissues was associated with poor survival in patients with PDAC. Therefore, PALB2 may serve as a novel prognostic marker in PDAC, which may aid with the development of therapeutic strategies for the disease.
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Affiliation(s)
- Ouyang Ge
- Institute for Experimental Endocrinology, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin and Berlin Institute of Health, D-13353 Berlin, Germany
| | - Anle Huang
- Department of Gastrointestinal Surgery, Xiamen Cancer Hospital, The First Affiliated Hospital of Xiamen University, Xiamen, Fujian 361003, P.R. China
| | - Xin Wang
- Medical Department for Hematology and Oncology, Klinikum rechts der Isar, Technische University Munich, D-81675 Munich, Germany
| | - Yuling Chen
- Department of Rheumatology and Clinical Immunology, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, D-10117 Berlin, Germany.,German Rheumatism Research Centre Berlin, Leibniz Institute, D-10117 Berlin, Germany
| | - Yuanchun Ye
- Department of Gastroenterology, Quanzhou First Hospital Affiliated to Fujian Medical University, Quanzhou, Fujian 362000, P.R. China.,Department of Hematology and Oncology, Benjamin Franklin Campus, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin and Berlin Institute of Health, D-12203 Berlin, Germany
| | - Lutz Schomburg
- Institute for Experimental Endocrinology, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin and Berlin Institute of Health, D-13353 Berlin, Germany
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18
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Qin D, Zhao Y, Guo Q, Zhu S, Zhang S, Min L. Detection of Pancreatic Ductal Adenocarcinoma by A qPCR-based Normalizer-free Circulating Extracellular Vesicles RNA Signature. J Cancer 2021; 12:1445-1454. [PMID: 33531989 PMCID: PMC7847660 DOI: 10.7150/jca.50716] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2020] [Accepted: 10/25/2020] [Indexed: 12/17/2022] Open
Abstract
Background: Pancreatic ductal adenocarcinoma (PDAC) is difficult to diagnose and many efforts have been made to evaluate EVs-derived RNAs as biomarkers to predict PDAC. However, lack of robust internal references largely limited their clinical application. Here we proposed an RNA ratio-based, normalizer-free algorithm to quantitate EVs-derived RNAs in PDAC. Methods: Differentially expressed RNAs in the training group were identified using "limma" package. The ratio of any two candidate RNAs in the same sample was calculated and used as a new biomarker. LASSO regression was performed to build prediction models based on those RNA ratios. RNA-seq data of 116 plasma samples and RT-qPCR data of 111 plasma samples were used for internal and external validation, separately. Three algorithms (lasso regression, logistic regression, and SVM) were compared to improve the performance of this RNA signature. Results: We developed an RNA-ratio based prediction model which comprised eight EVs-derived RNAs, including FBXO7, MORF4L1, DDX17, TALDO1, AHNAK, TUBA1B, CD44, and SETD3. This model could well differentiate PDAC patients with a minimal AUC of 0.86 in internal verification using testing group. External validation using RT-qPCR data also exhibited a good classifier ability with an AUC of 0.89 when distinguishing PDAC from healthy controls. Conclusion: We've developed a qPCR-based, normalizer-free circulating EVs RNA classifier, which could well distinguish PDAC patients from noncancerous controls.
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Affiliation(s)
- Da Qin
- Department of Gastroenterology, Beijing Friendship Hospital, Capital Medical University, National Clinical Research Center for Digestive Disease, Beijing Digestive Disease Center, Beijing Key Laboratory for Precancerous Lesion of Digestive Disease, Beijing, 100050, P. R. China
| | - Yu Zhao
- Department of Gastroenterology, Beijing Friendship Hospital, Capital Medical University, National Clinical Research Center for Digestive Disease, Beijing Digestive Disease Center, Beijing Key Laboratory for Precancerous Lesion of Digestive Disease, Beijing, 100050, P. R. China
| | - Qingdong Guo
- Department of Gastroenterology, Beijing Friendship Hospital, Capital Medical University, National Clinical Research Center for Digestive Disease, Beijing Digestive Disease Center, Beijing Key Laboratory for Precancerous Lesion of Digestive Disease, Beijing, 100050, P. R. China
| | - Shengtao Zhu
- Department of Gastroenterology, Beijing Friendship Hospital, Capital Medical University, National Clinical Research Center for Digestive Disease, Beijing Digestive Disease Center, Beijing Key Laboratory for Precancerous Lesion of Digestive Disease, Beijing, 100050, P. R. China
| | - Shutian Zhang
- Department of Gastroenterology, Beijing Friendship Hospital, Capital Medical University, National Clinical Research Center for Digestive Disease, Beijing Digestive Disease Center, Beijing Key Laboratory for Precancerous Lesion of Digestive Disease, Beijing, 100050, P. R. China
| | - Li Min
- Department of Gastroenterology, Beijing Friendship Hospital, Capital Medical University, National Clinical Research Center for Digestive Disease, Beijing Digestive Disease Center, Beijing Key Laboratory for Precancerous Lesion of Digestive Disease, Beijing, 100050, P. R. China
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Identification of Potential Serum Protein Biomarkers and Pathways for Pancreatic Cancer Cachexia Using an Aptamer-Based Discovery Platform. Cancers (Basel) 2020; 12:cancers12123787. [PMID: 33334063 PMCID: PMC7765482 DOI: 10.3390/cancers12123787] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2020] [Revised: 11/20/2020] [Accepted: 12/11/2020] [Indexed: 12/20/2022] Open
Abstract
Simple Summary Patients with pancreatic cancer and other advanced cancers suffer from progressive weight loss that reduces treatment response and quality of life and increases treatment toxicity and mortality. Effective interventions to prevent such weight loss, known as cachexia, require molecular markers to diagnose, stage, and monitor cachexia. No such markers are currently validated or in clinical use. This study used a discovery platform to measure changes in plasma proteins in patients with pancreatic cancer compared with normal controls. We found proteins specific to pancreatic cancer and cancer stage, as well as proteins that correlate with cachexia. These include some previously known proteins along with novel ones and implicates both well-known and new molecular mechanisms. Thus, this study provides novel insights into the molecular processes underpinning cancer and cachexia and affords a basis for future validation studies in larger numbers of patients with pancreatic cancer and cachexia. Abstract Patients with pancreatic ductal adenocarcinoma (PDAC) suffer debilitating and deadly weight loss, known as cachexia. Development of therapies requires biomarkers to diagnose, and monitor cachexia; however, no such markers are in use. Via Somascan, we measured ~1300 plasma proteins in 30 patients with PDAC vs. 11 controls. We found 60 proteins specific to local PDAC, 46 to metastatic, and 67 to presence of >5% cancer weight loss (FC ≥ |1.5|, p ≤ 0.05). Six were common for cancer stage (Up: GDF15, TIMP1, IL1RL1; Down: CCL22, APP, CLEC1B). Four were common for local/cachexia (C1R, PRKCG, ELANE, SOST: all oppositely regulated) and four for metastatic/cachexia (SERPINA6, PDGFRA, PRSS2, PRSS1: all consistently changed), suggesting that stage and cachexia status might be molecularly separable. We found 71 proteins that correlated with cachexia severity via weight loss grade, weight loss, skeletal muscle index and radiodensity (r ≥ |0.50|, p ≤ 0.05), including some known cachexia mediators/markers (LEP, MSTN, ALB) as well as novel proteins (e.g., LYVE1, C7, F2). Pathway, correlation, and upstream regulator analyses identified known (e.g., IL6, proteosome, mitochondrial dysfunction) and novel (e.g., Wnt signaling, NK cells) mechanisms. Overall, this study affords a basis for validation and provides insights into the processes underpinning cancer cachexia.
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Cao L, Wu J, Qu X, Sheng J, Cui M, Liu S, Huang X, Xiang Y, Li B, Zhang X, Cui R. Glycometabolic rearrangements--aerobic glycolysis in pancreatic cancer: causes, characteristics and clinical applications. JOURNAL OF EXPERIMENTAL & CLINICAL CANCER RESEARCH : CR 2020; 39:267. [PMID: 33256814 PMCID: PMC7708116 DOI: 10.1186/s13046-020-01765-x] [Citation(s) in RCA: 41] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/12/2020] [Accepted: 11/05/2020] [Indexed: 12/11/2022]
Abstract
Pancreatic cancer is one of the most malignant tumors worldwide, and pancreatic ductal adenocarcinoma is the most common type. In pancreatic cancer, glycolysis is the primary way energy is produced to maintain the proliferation, invasion, migration, and metastasis of cancer cells, even under normoxia. However, the potential molecular mechanism is still unknown. From this perspective, this review mainly aimed to summarize the current reasonable interpretation of aerobic glycolysis in pancreatic cancer and some of the newest methods for the detection and treatment of pancreatic cancer. More specifically, we reported some biochemical parameters, such as newly developed enzymes and transporters, and further explored their potential as diagnostic biomarkers and therapeutic targets.
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Affiliation(s)
- Lidong Cao
- Department of Hepatobiliary and Pancreatic Surgery, Second Hospital of Jilin University, Changchun, 130041, China.,Jilin Engineering Laboratory for Translational Medicine of Hepatobiliary and Pancreatic Diseases, Changchun, 130041, China
| | - Jiacheng Wu
- Department of Hepatobiliary and Pancreatic Surgery, Second Hospital of Jilin University, Changchun, 130041, China.,Jilin Engineering Laboratory for Translational Medicine of Hepatobiliary and Pancreatic Diseases, Changchun, 130041, China
| | - Xianzhi Qu
- Department of Hepatobiliary and Pancreatic Surgery, Second Hospital of Jilin University, Changchun, 130041, China.,Jilin Engineering Laboratory for Translational Medicine of Hepatobiliary and Pancreatic Diseases, Changchun, 130041, China
| | - Jiyao Sheng
- Department of Hepatobiliary and Pancreatic Surgery, Second Hospital of Jilin University, Changchun, 130041, China.,Jilin Engineering Laboratory for Translational Medicine of Hepatobiliary and Pancreatic Diseases, Changchun, 130041, China
| | - Mengying Cui
- Department of Hepatobiliary and Pancreatic Surgery, Second Hospital of Jilin University, Changchun, 130041, China.,Jilin Engineering Laboratory for Translational Medicine of Hepatobiliary and Pancreatic Diseases, Changchun, 130041, China
| | - Shui Liu
- Department of Hepatobiliary and Pancreatic Surgery, Second Hospital of Jilin University, Changchun, 130041, China.,Jilin Engineering Laboratory for Translational Medicine of Hepatobiliary and Pancreatic Diseases, Changchun, 130041, China
| | - Xu Huang
- Department of Hepatobiliary and Pancreatic Surgery, the First Bethune Hospital of Jilin University, Changchun, 130021, China
| | - Yien Xiang
- Department of Hepatobiliary and Pancreatic Surgery, Second Hospital of Jilin University, Changchun, 130041, China.,Jilin Engineering Laboratory for Translational Medicine of Hepatobiliary and Pancreatic Diseases, Changchun, 130041, China
| | - Bingjin Li
- Jilin Provincial Key Laboratory on Molecular and Chemical Genetics, The Second Hospital of Jilin University, Changchun, China
| | - Xuewen Zhang
- Department of Hepatobiliary and Pancreatic Surgery, Second Hospital of Jilin University, Changchun, 130041, China. .,Jilin Engineering Laboratory for Translational Medicine of Hepatobiliary and Pancreatic Diseases, Changchun, 130041, China.
| | - Ranji Cui
- Jilin Provincial Key Laboratory on Molecular and Chemical Genetics, The Second Hospital of Jilin University, Changchun, China.
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Ding J, Liu Y, Lai Y. Identifying MMP14 and COL12A1 as a potential combination of prognostic biomarkers in pancreatic ductal adenocarcinoma using integrated bioinformatics analysis. PeerJ 2020; 8:e10419. [PMID: 33282565 PMCID: PMC7690310 DOI: 10.7717/peerj.10419] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2020] [Accepted: 11/02/2020] [Indexed: 12/24/2022] Open
Abstract
Background Pancreatic ductal adenocarcinoma (PDAC) is a fatal malignant neoplasm. It is necessary to improve the understanding of the underlying molecular mechanisms and identify the key genes and signaling pathways involved in PDAC. Methods The microarray datasets GSE28735, GSE62165, and GSE91035 were downloaded from the Gene Expression Omnibus. Differentially expressed genes (DEGs) were identified by integrated bioinformatics analysis, including protein-protein interaction (PPI) network, Gene Ontology (GO) enrichment, and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses. The PPI network was established using the Search Tool for the Retrieval of Interacting Genes (STRING) and Cytoscape software. GO functional annotation and KEGG pathway analyses were performed using the Database for Annotation, Visualization, and Integrated Discovery. Hub genes were validated via the Gene Expression Profiling Interactive Analysis tool (GEPIA) and the Human Protein Atlas (HPA) website. Results A total of 263 DEGs (167 upregulated and 96 downregulated) were common to the three datasets. We used STRING and Cytoscape software to establish the PPI network and then identified key modules. From the PPI network, 225 nodes and 803 edges were selected. The most significant module, which comprised 11 DEGs, was identified using the Molecular Complex Detection plugin. The top 20 hub genes, which were filtered by the CytoHubba plugin, comprised FN1, COL1A1, COL3A1, BGN, POSTN, FBN1, COL5A2, COL12A1, THBS2, COL6A3, VCAN, CDH11, MMP14, LTBP1, IGFBP5, ALB, CXCL12, FAP, MATN3, and COL8A1. These genes were validated using The Cancer Genome Atlas (TCGA) and Genotype-Tissue Expression (GTEx) databases, and the encoded proteins were subsequently validated using the HPA website. The GO analysis results showed that the most significantly enriched biological process, cellular component, and molecular function terms among the 20 hub genes were cell adhesion, proteinaceous extracellular matrix, and calcium ion binding, respectively. The KEGG pathway analysis showed that the 20 hub genes were mainly enriched in ECM-receptor interaction, focal adhesion, PI3K-Akt signaling pathway, and protein digestion and absorption. These findings indicated that FBN1 and COL8A1 appear to be involved in the progression of PDAC. Moreover, patient survival analysis performed via the GEPIA using TCGA and GTEx databases demonstrated that the expression levels of COL12A1 and MMP14 were correlated with a poor prognosis in PDAC patients (p < 0.05). Conclusions The results demonstrated that upregulation of MMP14 and COL12A1 is associated with poor overall survival, and these might be a combination of prognostic biomarkers in PDAC.
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Affiliation(s)
- Jingyi Ding
- Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, China
| | - Yanxi Liu
- University of California, Los Angeles, Los Angeles, CA, United States of America
| | - Yu Lai
- School of Basic Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu, China
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22
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Differential methylation landscape of pancreatic ductal adenocarcinoma and its precancerous lesions. Hepatobiliary Pancreat Dis Int 2020; 19:205-217. [PMID: 32312637 DOI: 10.1016/j.hbpd.2020.03.010] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/03/2019] [Accepted: 03/18/2020] [Indexed: 02/05/2023]
Abstract
BACKGROUND Pancreatic cancer is one of the most lethal diseases with an incidence almost equal to the mortality. In addition to having genetic causes, cancer can also be considered an epigenetic disease. DNA methylation is the premier epigenetic modification and patterns of aberrant DNA methylation are recognized to be a common hallmark of human tumor. In the multistage carcinogenesis of pancreas starting from precancerous lesions to pancreatic ductal adenocarcinoma (PDAC), the epigenetic changes play a significant role. DATA SOURCES Relevant studies for this review were derived via an extensive literature search in PubMed via using various keywords such as pancreatic ductal adenocarcinoma, precancerous lesions, methylation profile, epigenetic biomarkers that are relevant directly or closely associated with the concerned area of our interest. The literature search was intensively done considering a time frame of 20 years (1998-2018). RESULT In this review we have highlighted the hypermethylation and hypomethylation of the precancerous PDAC lesions (pancreatic intra-epithelial neoplasia, intraductal papillary mucinous neoplasm, mucinous cystic neoplasm and chronic pancreatitis) and PDAC along with the potential biomarkers. We have also achieved the early epigenetic driver that leads to progression from precancerous lesions to PDAC. A bunch of epigenetic driver genes leads to progression of precancerous lesions to PDAC (ppENK, APC, p14/5/16/17, hMLH1 and MGMT) are also documented. We summarized the importance of these observations in therapeutics and diagnosis of PDAC hence identifying the potential use of epigenetic biomarkers in epigenetic targeted therapy. Epigenetic inactivation occurs by hypermethylation of CpG islands in the promoter regions of tumor suppressor genes. We listed all hyper- and hypomethylation of CpG islands of several genes in PDAC including its precancerous lesions. CONCLUSIONS The concept of the review would help to understand their biological effects, and to determine whether they may be successfully combined with other epigenetic drugs. However, we need to continue our research to develop more specific DNA-demethylating agents, which are the targets for hypermethylated CpG methylation sites.
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23
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Na K, Hernandez-Prera JC, Lim JY, Woo HY, Yoon SO. Characterization of novel genetic alterations in salivary gland secretory carcinoma. Mod Pathol 2020; 33:541-550. [PMID: 31822803 PMCID: PMC7113190 DOI: 10.1038/s41379-019-0427-1] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2019] [Revised: 11/11/2019] [Accepted: 11/11/2019] [Indexed: 12/13/2022]
Abstract
Secretory carcinoma is a salivary gland tumor with a characteristic chromosomal translocation that results in an ETV6-NTRK3 fusion gene. Secretory carcinoma shows relatively frequent rates of lymph-node metastasis and tumor recurrence and has a characteristic histology. Except for the ETV6 translocation, genomic alterations in secretory carcinoma have not been reported. In the present study, we characterized the novel recurrent genetic mutations of secretory carcinoma. On the basis of histology, immunohistochemistry, and ETV6 gene break-apart fluorescence in situ hybridization assays, 22 tumors were classified as secretory carcinomas (19 ETV6 translocation-positive and 3 ETV6 translocation-negative secretory carcinomas) and their clinicopathologic characteristics were reviewed. Targeted deep sequencing analyses were performed on 20 secretory carcinomas (17 ETV6 translocation-positive and 3 ETV6 translocation-negative secretory carcinomas) to investigate their genetic alterations. The A16V (C→T) mutation in PRSS1, which encodes a cationic trypsinogen and has a mutation associated with hereditary pancreatitis and pancreatic adenocarcinoma, was observed in 40% (8/20) (7/17 of ETV6 translocation-positive and 1/3 of ETV6 translocation-negative secretory carcinomas). Pathogenic variants of MLH1, MUTYH, and STK11 were also identified. Variants of uncertain significance included mutations in KMT5A. These novel characteristic genetic alterations may advance current understandings of secretory carcinoma tumorigenesis and progression, leading to improved diagnoses and treatment strategies.
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Affiliation(s)
- Kiyong Na
- Department of Pathology, Yonsei University College of Medicine, Yonsei University Health System, Severance Hospital, Seoul, South Korea
- Department of Pathology, College of Medicine, Kyung Hee University, Seoul, South Korea
| | - Juan C Hernandez-Prera
- Department of Anatomic Pathology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Jae-Yol Lim
- Department of Otorhinolaryngology, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea
| | - Ha Young Woo
- Department of Pathology, Yonsei University College of Medicine, Yonsei University Health System, Severance Hospital, Seoul, South Korea
| | - Sun Och Yoon
- Department of Pathology, Yonsei University College of Medicine, Yonsei University Health System, Severance Hospital, Seoul, South Korea.
- Department of Anatomic Pathology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA.
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24
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Fraser T, Mittal A, Samra J, Chou A, Gill AJ. Routine NTRK immunohistochemistry is not a useful screening strategy in unselected pancreatic carcinomas. Pathology 2020; 52:398-400. [PMID: 32113672 DOI: 10.1016/j.pathol.2020.01.680] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2019] [Revised: 01/17/2020] [Accepted: 01/22/2020] [Indexed: 12/24/2022]
Affiliation(s)
- Tamara Fraser
- Cancer Diagnosis and Pathology Group, Kolling Institute of Medical Research, Royal North Shore Hospital, St Leonards, NSW, Australia; NSW Health Pathology, Royal North Shore Hospital, St Leonards, NSW, Australia; School of Life Sciences, University of Technology Sydney, Ultimo, NSW, Australia
| | - Anubhav Mittal
- University of Sydney, Sydney, NSW, Australia; Department of Upper GIT Surgery, Royal North Shore Hospital, St Leonards, NSW, Australia
| | - Jaswinder Samra
- University of Sydney, Sydney, NSW, Australia; Department of Upper GIT Surgery, Royal North Shore Hospital, St Leonards, NSW, Australia
| | - Angela Chou
- Cancer Diagnosis and Pathology Group, Kolling Institute of Medical Research, Royal North Shore Hospital, St Leonards, NSW, Australia; NSW Health Pathology, Royal North Shore Hospital, St Leonards, NSW, Australia; University of Sydney, Sydney, NSW, Australia
| | - Anthony J Gill
- Cancer Diagnosis and Pathology Group, Kolling Institute of Medical Research, Royal North Shore Hospital, St Leonards, NSW, Australia; NSW Health Pathology, Royal North Shore Hospital, St Leonards, NSW, Australia; University of Sydney, Sydney, NSW, Australia.
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25
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Nanda N, Roberts NJ. ATM Serine/Threonine Kinase and its Role in Pancreatic Risk. Genes (Basel) 2020; 11:E108. [PMID: 31963441 PMCID: PMC7017295 DOI: 10.3390/genes11010108] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2019] [Revised: 01/10/2020] [Accepted: 01/12/2020] [Indexed: 12/19/2022] Open
Abstract
Next-generation sequencing has led to the recent discovery of several novel pancreatic cancer susceptibility genes. These genes include ataxia telangiectasia mutated (ATM), a serine/threonine kinase that is an integral component of DNA repair. Pathogenic germline ATM variants are frequently identified in patients with pancreatic ductal adenocarcinoma (PDAC) with and without a family history of the disease. Loss of ATM is also a frequent somatic event in the development of PDAC. These discoveries have advanced our understanding of the genetic basis of pancreatic cancer risk and will impact patient care through appropriate patient-risk stratification; personalized screening and early detection efforts; and, for some, targeted therapy.
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Affiliation(s)
- Neha Nanda
- Department of Pathology, Department of Pathology, The Johns Hopkins University School of Medicine, Baltimore, MD 21287 USA;
- The Sol Goldman Pancreatic Cancer Research Center, The Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Nicholas J. Roberts
- Department of Pathology, Department of Pathology, The Johns Hopkins University School of Medicine, Baltimore, MD 21287 USA;
- The Sol Goldman Pancreatic Cancer Research Center, The Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
- Department of Oncology, The Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
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26
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Baraban E, Sadigh S, Rosenbaum J, Van Arnam J, Bogusz AM, Mehr C, Bagg A. Cyclin D1 expression and novel mutational findings in Rosai-Dorfman disease. Br J Haematol 2019; 186:837-844. [PMID: 31172509 DOI: 10.1111/bjh.16006] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2019] [Accepted: 04/16/2019] [Indexed: 12/13/2022]
Abstract
Rosai-Dorfman disease (RDD) is an enigmatic histiocytic disorder classically diagnosed by a distinctive combination of pathological features: emperipolesis, or migration of intact haematological cells through the voluminous cytoplasm of lesional histiocytes, and expression of S100 by these histiocytes. The pathogenesis has long been elusive until the recent detection of recurrent and mutually exclusive mutations in several oncogenes in the mitogen-activated protein kinase (MAPK) pathway. Based on these findings, we investigated a cohort of 21 RDD patients and found that the lesional histiocytes in 86% (18/21) of patients exhibited strong and diffuse nuclear Cyclin D1 expression, which not only may provide a diagnostic marker for this sometimes pathologically challenging disease, but also probably reflects constitutive MAPK pathway activation because we additionally identified phosphorylated-ERK expression in 90% (19/21) of cases. Further, we performed massively parallel sequencing on a subset (6/18) of the CyclinD1 positive cases, identifying several mutations that have not been previously reported in RDD. Taken together, our findings bolster the concept of RDD as a disease of MAPK activation in a substantial percentage of cases and enhance the current understanding of the pathogenesis of RDD.
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Affiliation(s)
- Ezra Baraban
- Department of Pathology and Laboratory Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA, USA
| | - Sam Sadigh
- Department of Pathology and Laboratory Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA, USA
| | - Jason Rosenbaum
- Department of Pathology and Laboratory Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA, USA
| | - John Van Arnam
- Department of Pathology and Laboratory Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA, USA
| | - Agata M Bogusz
- Department of Pathology and Laboratory Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA, USA
| | - Chelsea Mehr
- Department of Pathology and Laboratory Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA, USA
| | - Adam Bagg
- Department of Pathology and Laboratory Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA, USA
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