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Moniaux N, Geoffre N, Deshayes A, Dos Santos A, Job S, Lacoste C, Nguyen TS, Darnaud M, Friedel-Arboleas M, Guettier C, Purhonen J, Kallijärvi J, Amouyal G, Amouyal P, Bréchot C, Vivès RR, Buendia MA, Issad T, Faivre J. Tumor suppressive role of the antimicrobial lectin REG3A targeting the O -GlcNAc glycosylation pathway. Hepatology 2025; 81:1416-1432. [PMID: 38975812 PMCID: PMC11999098 DOI: 10.1097/hep.0000000000000993] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/08/2024] [Accepted: 06/06/2024] [Indexed: 07/09/2024]
Abstract
BACKGROUND AND AIMS Antimicrobial proteins of the regenerating family member 3 alpha (REG3A) family provide a first line of protection against infections and transformed cells. Their expression is inducible by inflammation, which makes their role in cancer biology less clear since an immune-inflammatory context may preexist or coexist with cancer, as occurs in HCC. The aim of this study is to clarify the role of REG3A in liver carcinogenesis and to determine whether its carbohydrate-binding functions are involved. APPROACH AND RESULTS This study provides evidence for a suppressive role of REG3A in HCC by reducing O -GlcNAcylation in 2 mouse models of HCC, in vitro cell studies, and clinical samples. REG3A expression in hepatocytes significantly reduced global O -GlcNAcylation and O -GlcNAcylation of c-MYC in preneoplastic and tumor livers and markedly inhibited HCC development in REG3A-c-MYC double transgenic mice and mice exposed to diethylnitrosamine. REG3A modified O -GlcNAcylation without altering the expression or activity of O-linked N-acetylglucosaminyltransferase, O-linked N-acetylglucosaminyl hydrolase, or glutamine fructose-6-phosphate amidotransferase. Reduced O -GlcNAcylation was consistent with decreased levels of UDP-GlcNAc in precancerous and cancerous livers. This effect was linked to the ability of REG3A to bind glucose and glucose-6 phosphate, suggested by a REG3A mutant unable to bind glucose and glucose-6 phosphate and alter O -GlcNAcylation. Importantly, patients with cirrhosis with high hepatic REG3A expression had lower levels of O -GlcNAcylation and longer cancer-free survival than REG3A-negative cirrhotic livers. CONCLUSIONS REG3A helps fight liver cancer by reducing O -GlcNAcylation. This study suggests a new paradigm for the regulation of O -GlcNAc signaling in cancer-related pathways through interactions with the carbohydrate-binding function of REG3A.
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Affiliation(s)
- Nicolas Moniaux
- INSERM, U1193, Paul-Brousse University Hospital, Hepatobiliary Centre, Villejuif, France
- Faculté de Médecine, Université Paris-Saclay, Le Kremlin-Bicêtre, France
| | - Nicolas Geoffre
- INSERM, U1193, Paul-Brousse University Hospital, Hepatobiliary Centre, Villejuif, France
- Faculté de Médecine, Université Paris-Saclay, Le Kremlin-Bicêtre, France
| | - Alice Deshayes
- INSERM, U1193, Paul-Brousse University Hospital, Hepatobiliary Centre, Villejuif, France
- Faculté de Médecine, Université Paris-Saclay, Le Kremlin-Bicêtre, France
| | - Alexandre Dos Santos
- INSERM, U1193, Paul-Brousse University Hospital, Hepatobiliary Centre, Villejuif, France
- Faculté de Médecine, Université Paris-Saclay, Le Kremlin-Bicêtre, France
| | - Sylvie Job
- INSERM, U1193, Paul-Brousse University Hospital, Hepatobiliary Centre, Villejuif, France
- Faculté de Médecine, Université Paris-Saclay, Le Kremlin-Bicêtre, France
| | - Claire Lacoste
- INSERM, U1193, Paul-Brousse University Hospital, Hepatobiliary Centre, Villejuif, France
- Faculté de Médecine, Université Paris-Saclay, Le Kremlin-Bicêtre, France
| | - Tung-Son Nguyen
- INSERM, U1193, Paul-Brousse University Hospital, Hepatobiliary Centre, Villejuif, France
- Faculté de Médecine, Université Paris-Saclay, Le Kremlin-Bicêtre, France
| | - Marion Darnaud
- INSERM, U1193, Paul-Brousse University Hospital, Hepatobiliary Centre, Villejuif, France
- Faculté de Médecine, Université Paris-Saclay, Le Kremlin-Bicêtre, France
| | | | - Catherine Guettier
- INSERM, U1193, Paul-Brousse University Hospital, Hepatobiliary Centre, Villejuif, France
- Faculté de Médecine, Université Paris-Saclay, Le Kremlin-Bicêtre, France
- Assistance Publique-Hôpitaux de Paris (AP-HP), Université Paris-Saclay, Hôpital Bicêtre, Laboratoire Anatomie Pathologique, Le Kremlin Bicêtre, France
| | - Janne Purhonen
- Folkhälsan Research Center, Helsinki, Finland
- Stem Cells and Metabolism Research Program, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Jukka Kallijärvi
- Folkhälsan Research Center, Helsinki, Finland
- Stem Cells and Metabolism Research Program, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | | | | | | | | | - Marie Annick Buendia
- INSERM, U1193, Paul-Brousse University Hospital, Hepatobiliary Centre, Villejuif, France
- Faculté de Médecine, Université Paris-Saclay, Le Kremlin-Bicêtre, France
| | - Tarik Issad
- Institut Cochin, Université de Paris, CNRS, INSERM, Paris, France
| | - Jamila Faivre
- INSERM, U1193, Paul-Brousse University Hospital, Hepatobiliary Centre, Villejuif, France
- Faculté de Médecine, Université Paris-Saclay, Le Kremlin-Bicêtre, France
- Assistance Publique-Hôpitaux de Paris (AP-HP), Medical-University Department (DMU) Biology Genetics, Université Paris-Saclay, Paul-Brousse Hospital, Villejuif, France
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Ren X, Teng Y, Xie K, He X, Chen G, Zhang K, Liao Q, Zhang J, Zhou X, Zhu Y, Song W, Lin Y, Zhang Y, Xu Z, Maeshige N, Liang X, Su D, Sun P, Ding Y. REG3A secreted by peritumoral acinar cells enhances pancreatic ductal adenocarcinoma progression via activation of EGFR signaling. Cell Commun Signal 2025; 23:96. [PMID: 39966859 PMCID: PMC11837727 DOI: 10.1186/s12964-025-02103-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2024] [Accepted: 02/10/2025] [Indexed: 02/20/2025] Open
Abstract
BACKGROUND Regenerating family member 3A (REG3A) is involved in the development of multiple malignant tumors, including pancreatic ductal adenocarcinoma (PDAC). However, any role of REG3A in PDAC remains controversial due to its unclear tissue localization or direct receptors, and complex downstream signal transductions. METHODS Morphological analysis and public multi-omics data retrieval were was utilized to elucidate the tissue localization of REG3A in PDAC. To ascertain the pro-oncogenic role of secreted REG3A, experiments were conducted using in vitro PDAC cell lines and in vivo tumor formation assays in nude mice. A battery of investigative techniques, including RNA sequencing, phospho-kinase arrays, western blot analyses, in silico docking simulations, gene truncation strategies, and co-immunoprecipitation, were employed to delve into the downstream signaling transduction pathways induced by REG3A. RESULTS In this study, we confirmed an association between increased serum levels of REG3A and poor prognosis in patients with PDAC. Morphological staining and bioinformatic analysis showed that REG3A was mainly expressed in peritumoral acinar cells that were spatially close to tumor region, while it was almost negative in PDAC tumor cells. Peritumoral REG3A expression levels, but not tumoral REG3A, were highly correlated with PDAC progression. Further in vitro experiments including RNA sequencing and molecular biological assays revealed that secreted REG3A could directly bind to the epidermal growth factor receptor (EGFR), an important pro-oncogene involved in cellular proliferation, and subsequently activate the downstream mitogen-activated protein kinase (MAPK) signals to promote PDAC tumor cell growth. CONCLUSION Taken together, our data indicated that increased expression of REG3A in peritumoral acinar cells acts as a specific event to indicate PDAC progression, and verified EGFR as a possible target of REG3A, providing mechanistic insights into the role of REG3A, the diagnostic method and therapeutic strategy of PDAC.
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Affiliation(s)
- Xiaojing Ren
- Third Hospital of Shanxi Medical University, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Taiyuan, 030032, China
| | - Yunfei Teng
- Department of Pathology, Nanjing Medical University, Nanjing, 211166, China
| | - Kunxin Xie
- Key Laboratory of Human Functional Genomics of Jiangsu Province, Department of Biochemistry and Molecular Biology, Nanjing Medical University, Nanjing, 211166, China
| | - Xiao He
- Department of Pathology, Nanjing Medical University, Nanjing, 211166, China
- Department of Pathology, the First Affiliated Hospital of Nanjing Medical University, Nanjing, 210029, China
| | - Gang Chen
- Department of Pathology, Nanjing Medical University, Nanjing, 211166, China
- Department of Pathology, the First Affiliated Hospital of Nanjing Medical University, Nanjing, 210029, China
| | - Kaini Zhang
- Department of Pathophysiology, Nanjing Medical University, Nanjing, 211166, China
| | - Qingyi Liao
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China
| | - Jia Zhang
- Key Laboratory of Human Functional Genomics of Jiangsu Province, Department of Biochemistry and Molecular Biology, Nanjing Medical University, Nanjing, 211166, China
| | - Xiaohang Zhou
- Key Laboratory of Human Functional Genomics of Jiangsu Province, Department of Biochemistry and Molecular Biology, Nanjing Medical University, Nanjing, 211166, China
| | - Yating Zhu
- Key Laboratory of Human Functional Genomics of Jiangsu Province, Department of Biochemistry and Molecular Biology, Nanjing Medical University, Nanjing, 211166, China
| | - Wenyu Song
- Key Laboratory of Human Functional Genomics of Jiangsu Province, Department of Biochemistry and Molecular Biology, Nanjing Medical University, Nanjing, 211166, China
| | - Yuege Lin
- Department of Pathology, Nanjing Medical University, Nanjing, 211166, China
| | - Yi Zhang
- Department of Pathology, Jiangsu Cancer Hospital, Jiangsu Institute of Cancer Research, Nanjing Medical University Affiliated Cancer Hospital, Nanjing, 210009, China
| | - Zhijian Xu
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, 201203, China
| | - Noriaki Maeshige
- Department of Rehabilitation Science, Kobe University Graduate School of Health Sciences, 7-10-2 Tomogaoka, Kobe, Hyogo, 654-0142, Japan
| | - Xiubin Liang
- Department of Pathophysiology, Nanjing Medical University, Nanjing, 211166, China
| | - Dongming Su
- Department of Pathology, Nanjing Medical University, Nanjing, 211166, China.
| | - Peng Sun
- Key Laboratory of Human Functional Genomics of Jiangsu Province, Department of Biochemistry and Molecular Biology, Nanjing Medical University, Nanjing, 211166, China.
| | - Ying Ding
- Department of Pathology, the First Affiliated Hospital of Nanjing Medical University, Nanjing, 210029, China.
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Garcia CC, Venkat A, McQuaid DC, Agabiti S, Tong A, Cardone RL, Starble R, Sogunro A, Jacox JB, Ruiz CF, Kibbey RG, Krishnaswamy S, Muzumdar MD. Beta cells are essential drivers of pancreatic ductal adenocarcinoma development. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.11.29.626079. [PMID: 39677599 PMCID: PMC11642786 DOI: 10.1101/2024.11.29.626079] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/17/2024]
Abstract
Pancreatic endocrine-exocrine crosstalk plays a key role in normal physiology and disease. For instance, endocrine islet beta (β) cell secretion of insulin or cholecystokinin (CCK) promotes progression of pancreatic adenocarcinoma (PDAC), an exocrine cell-derived tumor. However, the cellular and molecular mechanisms that govern endocrine-exocrine signaling in tumorigenesis remain incompletely understood. We find that β cell ablation impedes PDAC development in mice, arguing that the endocrine pancreas is critical for exocrine tumorigenesis. Conversely, obesity induces β cell hormone dysregulation, alters CCK-dependent peri-islet exocrine cell transcriptional states, and enhances islet proximal tumor formation. Single-cell RNA-sequencing, in silico latent-space archetypal and trajectory analysis, and genetic lineage tracing in vivo reveal that obesity stimulates postnatal immature β cell expansion and adaptation towards a pro-tumorigenic CCK+ state via JNK/cJun stress-responsive signaling. These results define endocrine-exocrine signaling as a driver of PDAC development and uncover new avenues to target the endocrine pancreas to subvert exocrine tumorigenesis.
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Zhou Y, Komnick MR, Sepulveda F, Liu G, Nieves-Ortiz E, Meador K, Ndatabaye O, Fatkhullina A, Wu-Woods NJ, Naydenkov PM, Kent J, Christiansen N, Madariaga ML, Witkowski P, Ismagilov RF, Esterházy D. Inducible, but not constitutive, pancreatic REG/Reg isoforms are regulated by intestinal microbiota and pancreatic diseases. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.10.18.619139. [PMID: 39484594 PMCID: PMC11526982 DOI: 10.1101/2024.10.18.619139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/03/2024]
Abstract
The REG / Reg gene locus encodes for a conserved family of potent antimicrobial but also pancreatitis-associated proteins. Here we investigated whether REG/Reg family members differ in their baseline expression levels and abilities to be regulated in the pancreas and gut upon perturbations. We found, in human and mouse, pancreas and gut differed in REG / Reg isoform levels and preferences, with duodenum most resembling the pancreas. Pancreatic acinar cells and intestinal enterocytes were the dominant REG producers. Intestinal symbiotic microbes regulated the expression of the same, select Reg members in gut and pancreas. These Reg members had the most STAT3-binding sites close to the transcription start sites and were partially IL-22 dependent. We thus categorized them as "inducible" and others as "constitutive". Indeed, also in models of pancreatic-ductal adenocarcinoma and pancreatitis, only inducible Reg members were upregulated in pancreas. While intestinal Reg expression remained unchanged upon pancreatic perturbation, pancreatitis altered the microbial composition of the duodenum and feces shortly after disease onset. Our study reveals differential usage and regulation of REG / Reg isoforms as a mechanism for tissue-specific innate immunity, highlights the intimate connection of pancreas and duodenum, and implies a gut-to-pancreas communication axis resulting in a coordinated Reg response.
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Du X, He Y, Dong P, Yan C, Wei Y, Yao H, Sun J. A novel gene signature based on endoplasmic reticulum stress for predicting prognosis in hepatocellular carcinoma. Transl Cancer Res 2024; 13:4574-4592. [PMID: 39430815 PMCID: PMC11483465 DOI: 10.21037/tcr-24-191] [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: 01/29/2024] [Accepted: 08/14/2024] [Indexed: 10/22/2024]
Abstract
Background Hepatocellular carcinoma (HCC) remains one of the most common human cancers, the death cases induced by HCC are increasing these years. Endoplasmic reticulum stress (ERS) occurs when misfolded proteins cannot be disposed of properly. It is reported that ERS plays a crucial role in the pathogenesis of human malignant tumors. The aim of this study is to construct a novel gene signature based on ERS for predicting prognosis in HCC. Methods The data of HCC patients were downloaded from public databases. The Cox regression analysis and least absolute shrinkage and selection operator (LASSO) regression analysis were performed to construct ERS-related gene signature. The cases were divided into high- and low-risk groups based on the ERS-related gene signature in The Cancer Genome Atlas (TCGA) cohort. Subsequently, the differences in messenger ribonucleic acid (mRNA) expression patterns, immune status, tumor mutation burden (TMB) and copy number variants (CNV) were investigated between high- and low-risk groups. Then, a predictive nomogram according to the ERS-related gene signature and clinicopathological variables was established. At last, we explored the biological functions of TMX1 which had the biggest coefficient and we investigated the effect of BRSK2 on apoptosis in HCC. Results In our study, a 9-gene ERS-related gene signature was constructed. The results showed that patients in the low-risk group had a better prognosis than the high-risk group patients. The results of receiver operating characteristic (ROC) curves revealed that the area under the curve (AUC) was 0.784 at 1 year, 0.780 at 2 years, 0.793 at 3 years in the training set. While in validation cohort, this index was 0.694 at 1 year, 0.622 at 2 years, 0.613 at 3 years respectively. The analysis of immune status revealed an immunosuppressive microenvironment in the high-risk group. The analysis of TMB and CNV revealed that the high-risk group patients had a higher genomic mutation frequency. In Univariate Cox regression analysis, the hazard ratio of RiskScore was 2.718 [95% confidence interval (CI): 2.173-3.399]. In Multivariate Cox regression analysis, the hazard ratio of RiskScore was 2.422 (95% CI: 1.805-3.25). Then, we established a nomogram according to the RiskScore and Eastern Cooperative Oncology Group performance status. The AUCs of the nomogram were 0.851 at 1 year, 0.860 at 2 years, and 0.866 at 3 years. At last, we found that TMX1 knockdown can inhibit the proliferation and migration of Huh7 and HepG2 cells. In addition, BRSK2 knockdown could promote the apoptosis induced by ERS. Conclusions In our study, a novel ERS-related gene signature was constructed to predict the prognosis of HCC patients. In addition, TMX1 and BRSK2 could promote the progression of HCC. This study may provide a new understanding for HCC.
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Affiliation(s)
- Xuezhi Du
- Department of Hepatopancreatobiliary Surgery, The Second Hospital of Tianjin Medical University, Tianjin, China
| | - Yingjie He
- Department of Hepatopancreatobiliary Surgery, The Second Hospital of Tianjin Medical University, Tianjin, China
| | - Penggang Dong
- Department of Hepatopancreatobiliary Surgery, The Second Hospital of Tianjin Medical University, Tianjin, China
| | - Caigu Yan
- Department of Hepatopancreatobiliary Surgery, The Second Hospital of Tianjin Medical University, Tianjin, China
| | - Yaqing Wei
- Department of Hepatopancreatobiliary Surgery, The Second Hospital of Tianjin Medical University, Tianjin, China
| | - Hao Yao
- Department of Hepatopancreatobiliary Surgery, The Second Hospital of Tianjin Medical University, Tianjin, China
| | - Jinjin Sun
- Department of Hepatopancreatobiliary Surgery, The Second Hospital of Tianjin Medical University, Tianjin, China
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Xu KY, Li M, Yu WH, Li X, Zeng Y, Xie FL, Zhou YH, Xu PS, Pu CC, Xie BB, Yu LT, Luo C. Reg3A Overexpression Facilitates Hepatic Metastasis by Altering Cell Adhesion in LoVo Colon Cancer Cells. DNA Cell Biol 2024; 43:298-310. [PMID: 38771249 DOI: 10.1089/dna.2024.0029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/22/2024] Open
Affiliation(s)
- Ke-Yi Xu
- School of Life Science and Technology, China Pharmaceutical University, Nanjing, China
| | - Mao Li
- School of Life Science and Technology, China Pharmaceutical University, Nanjing, China
| | - Wei-Hong Yu
- School of Life Science and Technology, China Pharmaceutical University, Nanjing, China
| | - Xin Li
- School of Life Science and Technology, China Pharmaceutical University, Nanjing, China
| | - Yuan Zeng
- Department of Clinical Pharmacology and Bioanalytics, Pfizer (China) Research and Development Co., Ltd., Shanghai, China
| | - Fei-Lu Xie
- School of Life Science and Technology, China Pharmaceutical University, Nanjing, China
| | - Yi-Han Zhou
- School of Life Science and Technology, China Pharmaceutical University, Nanjing, China
| | - Pin-Shen Xu
- School of Life Science and Technology, China Pharmaceutical University, Nanjing, China
| | - Chun-Cheng Pu
- School of Life Science and Technology, China Pharmaceutical University, Nanjing, China
| | - Bing-Bing Xie
- School of Life Science and Technology, China Pharmaceutical University, Nanjing, China
| | - Lu-Ting Yu
- School of Pharmaceutical Sciences, Nanjing Tech University, Nanjing, China
| | - Chen Luo
- School of Life Science and Technology, China Pharmaceutical University, Nanjing, China
- Antibody Engineering Laboratory, China Pharmaceutical University, Nanjing, China
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Aney KJ, Jeong WJ, Vallejo AF, Burdziak C, Chen E, Wang A, Koak P, Wise K, Jensen K, Pe'er D, Dougan SK, Martelotto L, Nissim S. Novel Approach for Pancreas Transcriptomics Reveals the Cellular Landscape in Homeostasis and Acute Pancreatitis. Gastroenterology 2024; 166:1100-1113. [PMID: 38325760 PMCID: PMC11102849 DOI: 10.1053/j.gastro.2024.01.043] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Revised: 01/27/2024] [Accepted: 01/30/2024] [Indexed: 02/09/2024]
Abstract
BACKGROUND & AIMS Acinar cells produce digestive enzymes that impede transcriptomic characterization of the exocrine pancreas. Thus, single-cell RNA-sequencing studies of the pancreas underrepresent acinar cells relative to histological expectations, and a robust approach to capture pancreatic cell responses in disease states is needed. We sought to innovate a method that overcomes these challenges to accelerate study of the pancreas in health and disease. METHODS We leverage FixNCut, a single-cell RNA-sequencing approach in which tissue is reversibly fixed with dithiobis(succinimidyl propionate) before dissociation and single-cell preparation. We apply FixNCut to an established mouse model of acute pancreatitis, validate findings using GeoMx whole transcriptome atlas profiling, and integrate our data with prior studies to compare our method in both mouse and human pancreas datasets. RESULTS FixNCut achieves unprecedented definition of challenging pancreatic cells, including acinar and immune populations in homeostasis and acute pancreatitis, and identifies changes in all major cell types during injury and recovery. We define the acinar transcriptome during homeostasis and acinar-to-ductal metaplasia and establish a unique gene set to measure deviation from normal acinar identity. We characterize pancreatic immune cells, and analysis of T-cell subsets reveals a polarization of the homeostatic pancreas toward type-2 immunity. We report immune responses during acute pancreatitis and recovery, including early neutrophil infiltration, expansion of dendritic cell subsets, and a substantial shift in the transcriptome of macrophages due to both resident macrophage activation and monocyte infiltration. CONCLUSIONS FixNCut preserves pancreatic transcriptomes to uncover novel cell states during homeostasis and following pancreatitis, establishing a broadly applicable approach and reference atlas for study of pancreas biology and disease.
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Affiliation(s)
- Katherine J Aney
- Biological and Biomedical Sciences Program, Harvard Medical School, Boston, Massachusetts; Health Sciences & Technology Program, Harvard-MIT, Boston, Massachusetts; Genetics Division, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts; Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Woo-Jeong Jeong
- Genetics Division, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts; Dana-Farber Cancer Institute, Boston, Massachusetts
| | | | - Cassandra Burdziak
- Computational and Systems Biology Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Ethan Chen
- Genetics Division, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts; Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Austin Wang
- Harvard University, Cambridge, Massachusetts
| | - Pal Koak
- Genetics Division, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts; Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Kellie Wise
- Adelaide Centre for Epigenetics (ACE), University of Adelaide, South Australia, Australia; South Australian immunoGENomics Cancer Institute (SAiGENCI), University of Adelaide, South Australia, Australia
| | - Kirk Jensen
- Adelaide Centre for Epigenetics (ACE), University of Adelaide, South Australia, Australia; South Australian immunoGENomics Cancer Institute (SAiGENCI), University of Adelaide, South Australia, Australia; Australian Genome Research Facility, Melbourne, Victoria, Australia
| | - Dana Pe'er
- Computational and Systems Biology Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, New York; Howard Hughes Medical Institute, Chevy Chase, Maryland
| | - Stephanie K Dougan
- Dana-Farber Cancer Institute, Boston, Massachusetts; Department of Immunology, Harvard Medical School, Boston, Massachusetts
| | - Luciano Martelotto
- Adelaide Centre for Epigenetics (ACE), University of Adelaide, South Australia, Australia; South Australian immunoGENomics Cancer Institute (SAiGENCI), University of Adelaide, South Australia, Australia.
| | - Sahar Nissim
- Biological and Biomedical Sciences Program, Harvard Medical School, Boston, Massachusetts; Health Sciences & Technology Program, Harvard-MIT, Boston, Massachusetts; Genetics Division, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts; Dana-Farber Cancer Institute, Boston, Massachusetts; Gastroenterology Division, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts.
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Yan W, Wang Y, Lu Y, Peng S, Wu B, Cai W, Xiao Y. Reg4 deficiency aggravates pancreatitis by increasing mitochondrial cell death and fibrosis. Cell Death Dis 2024; 15:348. [PMID: 38769308 PMCID: PMC11106239 DOI: 10.1038/s41419-024-06738-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2024] [Revised: 05/08/2024] [Accepted: 05/09/2024] [Indexed: 05/22/2024]
Abstract
Regenerating gene family member 4 (Reg4) has been implicated in acute pancreatitis, but its precise functions and involved mechanisms have remained unclear. Herein, we sought to investigate the contribution of Reg4 to the pathogenesis of pancreatitis and evaluate its therapeutic effects in experimental pancreatitis. In acute pancreatitis, Reg4 deletion increases inflammatory infiltrates and mitochondrial cell death and decreases autophagy recovery, which are rescued by the administration of recombinant Reg4 (rReg4) protein. In chronic pancreatitis, Reg4 deficiency aggravates inflammation and fibrosis and inhibits compensatory cell proliferation. Moreover, C-X-C motif ligand 12 (CXCL12)/C-X-C motif receptor 4 (CXCR4) axis is sustained and activated in Reg4-deficient pancreas. The detrimental effects of Reg4 deletion are attenuated by the administration of the approved CXCR4 antagonist plerixafor (AMD3100). Mechanistically, Reg4 mediates its function in pancreatitis potentially via binding its receptor exostosin-like glycosyltransferase 3 (Extl3). In conclusion, our findings suggest that Reg4 exerts a therapeutic effect during pancreatitis by limiting inflammation and fibrosis and improving cellular regeneration.
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Affiliation(s)
- Weihui Yan
- Division of Pediatric Gastroenterology and Nutrition, Xin Hua Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200092, China
- Shanghai Key Laboratory of Pediatric Gastroenterology and Nutrition, Shanghai, 200092, China
| | - Ying Wang
- Division of Pediatric Gastroenterology and Nutrition, Xin Hua Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200092, China
- Shanghai Key Laboratory of Pediatric Gastroenterology and Nutrition, Shanghai, 200092, China
| | - Ying Lu
- Division of Pediatric Gastroenterology and Nutrition, Xin Hua Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200092, China
- Shanghai Key Laboratory of Pediatric Gastroenterology and Nutrition, Shanghai, 200092, China
- Shanghai Institute for Pediatric Research, Shanghai, 200092, China
| | - Shicheng Peng
- Division of Pediatric Gastroenterology and Nutrition, Xin Hua Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200092, China
- Shanghai Key Laboratory of Pediatric Gastroenterology and Nutrition, Shanghai, 200092, China
- Shanghai Institute for Pediatric Research, Shanghai, 200092, China
| | - Bo Wu
- Division of Pediatric Gastroenterology and Nutrition, Xin Hua Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200092, China
- Department of Pediatric Surgery, Xin Hua Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200092, China
| | - Wei Cai
- Division of Pediatric Gastroenterology and Nutrition, Xin Hua Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200092, China.
- Shanghai Key Laboratory of Pediatric Gastroenterology and Nutrition, Shanghai, 200092, China.
| | - Yongtao Xiao
- Division of Pediatric Gastroenterology and Nutrition, Xin Hua Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200092, China.
- Shanghai Key Laboratory of Pediatric Gastroenterology and Nutrition, Shanghai, 200092, China.
- Shanghai Institute for Pediatric Research, Shanghai, 200092, China.
- Department of Pediatric Surgery, Xin Hua Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200092, China.
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9
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Jiang L, Liu Y, Liu M, Zheng Y, Chen L, Shan F, Ji J, Cao Y, Kai H, Kang X. REG3A promotes proliferation and DDP resistance of ovarian cancer cells by activating the PI3K/Akt signaling pathway. ENVIRONMENTAL TOXICOLOGY 2024; 39:85-96. [PMID: 37665173 DOI: 10.1002/tox.23952] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Revised: 07/15/2023] [Accepted: 08/20/2023] [Indexed: 09/05/2023]
Abstract
This study explored the effect of Regenerating Islet-Derived 3-Alpha (REG3A) on ovarian cancer (OC) progression. REG3A expression was scrutinized in clinical tissues of 97 OC cases by quantitative real-time polymerase chain reaction (qRT-PCR). REG3A expression in OC cells and cisplatin (DDP) resistance OC cells was regulated by transfection. LY294002 (10 μM, inhibitor of the PI3K/Akt signaling pathway) was used to treat OC cells and DDP resistance OC cells. Cell counting kit-8 and methyl-thiazolyl-tetrazolium assays were applied for proliferation and DDP resistance detection. Flow cytometry was utilized for cell cycle and apoptosis analysis. The effect of REG3A on the OC cell in vivo growth was researched by establishing xenograft tumor model via using nude mice using nude mice. The expression of genes in clinical samples, cells and xenograft tumor tissues was investigated by qRT-PCR, Western blot and immunohistochemistry. As a result, REG3A was over-expressed in OC patients and cells, associating with dismal prognosis of patients. REG3A knockdown repressed proliferation, DDP resistance, induced cell cycle arrest and apoptosis of OC cells, and reduced the expression MDR-1, Cyclin D1, Cleaved caspase 3 proteins and the PI3K/Akt signaling pathway activity in OC cells. LY294002 treatment abrogated the promotion effect of REG3A on OC cell proliferation, apoptosis inhibition and DDP resistance. REG3A knockdown suppressed the in vivo growth of OC cells. Thus, REG3A promoted proliferation and DDP resistance of OC cells by activating the PI3K/Akt signaling pathway. REG3A might be a promising target for the clinical treatment of OC.
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Affiliation(s)
- Lingling Jiang
- Department of Obstetrics and Gynecology, Affiliated Hospital 2 of Nantong University, Nantong, China
| | - Yinglei Liu
- Department of Obstetrics and Gynecology, Affiliated Hospital 2 of Nantong University, Nantong, China
| | - Manhua Liu
- Department of Obstetrics and Gynecology, Affiliated Hospital 2 of Nantong University, Nantong, China
| | - Yanli Zheng
- Department of Obstetrics and Gynecology, Affiliated Hospital 2 of Nantong University, Nantong, China
| | - Liping Chen
- Department of Obstetrics and Gynecology, Affiliated Hospital 2 of Nantong University, Nantong, China
| | - Feng Shan
- Department of Obstetrics and Gynecology, Affiliated Hospital 2 of Nantong University, Nantong, China
| | - Jinlong Ji
- Department of Obstetrics and Gynecology, Affiliated Hospital 2 of Nantong University, Nantong, China
| | - Yang Cao
- Department of Obstetrics and Gynecology, Affiliated Hospital 2 of Nantong University, Nantong, China
| | - Haili Kai
- Department of Obstetrics and Gynecology, Affiliated Hospital 2 of Nantong University, Nantong, China
| | - Xinyi Kang
- Department of Obstetrics and Gynecology, Affiliated Hospital 2 of Nantong University, Nantong, China
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10
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Marstrand-Daucé L, Lorenzo D, Chassac A, Nicole P, Couvelard A, Haumaitre C. Acinar-to-Ductal Metaplasia (ADM): On the Road to Pancreatic Intraepithelial Neoplasia (PanIN) and Pancreatic Cancer. Int J Mol Sci 2023; 24:9946. [PMID: 37373094 PMCID: PMC10298625 DOI: 10.3390/ijms24129946] [Citation(s) in RCA: 21] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Revised: 06/02/2023] [Accepted: 06/06/2023] [Indexed: 06/29/2023] Open
Abstract
Adult pancreatic acinar cells show high plasticity allowing them to change in their differentiation commitment. Pancreatic acinar-to-ductal metaplasia (ADM) is a cellular process in which the differentiated pancreatic acinar cells transform into duct-like cells. This process can occur as a result of cellular injury or inflammation in the pancreas. While ADM is a reversible process allowing pancreatic acinar regeneration, persistent inflammation or injury can lead to the development of pancreatic intraepithelial neoplasia (PanIN), which is a common precancerous lesion that precedes pancreatic ductal adenocarcinoma (PDAC). Several factors can contribute to the development of ADM and PanIN, including environmental factors such as obesity, chronic inflammation and genetic mutations. ADM is driven by extrinsic and intrinsic signaling. Here, we review the current knowledge on the cellular and molecular biology of ADM. Understanding the cellular and molecular mechanisms underlying ADM is critical for the development of new therapeutic strategies for pancreatitis and PDAC. Identifying the intermediate states and key molecules that regulate ADM initiation, maintenance and progression may help the development of novel preventive strategies for PDAC.
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Affiliation(s)
- Louis Marstrand-Daucé
- INSERM UMR1149, Inflammation Research Center (CRI), Université Paris Cité, 75018 Paris, France; (L.M.-D.); (D.L.); (A.C.); (P.N.); (A.C.)
| | - Diane Lorenzo
- INSERM UMR1149, Inflammation Research Center (CRI), Université Paris Cité, 75018 Paris, France; (L.M.-D.); (D.L.); (A.C.); (P.N.); (A.C.)
| | - Anaïs Chassac
- INSERM UMR1149, Inflammation Research Center (CRI), Université Paris Cité, 75018 Paris, France; (L.M.-D.); (D.L.); (A.C.); (P.N.); (A.C.)
- Department of Pathology, Bichat Hospital, Université Paris Cité, 75018 Paris, France
| | - Pascal Nicole
- INSERM UMR1149, Inflammation Research Center (CRI), Université Paris Cité, 75018 Paris, France; (L.M.-D.); (D.L.); (A.C.); (P.N.); (A.C.)
| | - Anne Couvelard
- INSERM UMR1149, Inflammation Research Center (CRI), Université Paris Cité, 75018 Paris, France; (L.M.-D.); (D.L.); (A.C.); (P.N.); (A.C.)
- Department of Pathology, Bichat Hospital, Université Paris Cité, 75018 Paris, France
| | - Cécile Haumaitre
- INSERM UMR1149, Inflammation Research Center (CRI), Université Paris Cité, 75018 Paris, France; (L.M.-D.); (D.L.); (A.C.); (P.N.); (A.C.)
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11
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Gopalan V, Hannenhalli S. Towards a Synthesis of the Non-Genetic and Genetic Views of Cancer in Understanding Pancreatic Ductal Adenocarcinoma Initiation and Prevention. Cancers (Basel) 2023; 15:cancers15072159. [PMID: 37046820 PMCID: PMC10093726 DOI: 10.3390/cancers15072159] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Revised: 03/22/2023] [Accepted: 03/27/2023] [Indexed: 04/14/2023] Open
Abstract
While much of the research in oncogenesis and cancer therapy has focused on mutations in key cancer driver genes, more recent work suggests a complementary non-genetic paradigm. This paradigm focuses on how transcriptional and phenotypic heterogeneity, even in clonally derived cells, can create sub-populations associated with oncogenesis, metastasis, and therapy resistance. We discuss this complementary paradigm in the context of pancreatic ductal adenocarcinoma. A better understanding of cellular transcriptional heterogeneity and its association with oncogenesis can lead to more effective therapies that prevent tumor initiation and slow progression.
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Affiliation(s)
- Vishaka Gopalan
- Cancer Data Science Laboratory, National Cancer Institute, National Institutes of Health, Bethesda, MD 20814, USA
| | - Sridhar Hannenhalli
- Cancer Data Science Laboratory, National Cancer Institute, National Institutes of Health, Bethesda, MD 20814, USA
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12
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Jiang J, Hakimjavadi H, Bray JK, Perkins C, Gosling A, daSilva L, Bulut G, Ali J, Setiawan VW, Campbell-Thompson M, Chamala S, Schmittgen TD. Transcriptional Profile of Human Pancreatic Acinar Ductal Metaplasia. GASTRO HEP ADVANCES 2023; 2:532-543. [PMID: 37425649 PMCID: PMC10328139 DOI: 10.1016/j.gastha.2023.02.003] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 07/11/2023]
Abstract
BACKGROUND AND AIMS Aberrant acinar to ductal metaplasia (ADM), one of the earliest events involved in exocrine pancreatic cancer development, is typically studied using pancreata from genetically engineered mouse models. METHODS We used primary, human pancreatic acinar cells from organ donors to evaluate the transcriptional and pathway profiles during the course of ADM. RESULTS Following 6 days of three-dimensional culture on Matrigel, acinar cells underwent morphological and molecular changes indicative of ADM. mRNA from 14 donors' paired cells (day 0, acinar phenotype and day 6, ductal phenotype) was subjected to whole transcriptome sequencing. Acinar cell specific genes were significantly downregulated in the samples from the day 6 cultures while ductal cell-specific genes were upregulated. Several regulons of ADM were identified including transcription factors with reduced activity (PTF1A, RBPJL, and BHLHA15) and those ductal and progenitor transcription factors with increased activity (HNF1B, SOX11, and SOX4). Cells with the ductal phenotype contained higher expression of genes increased in pancreatic cancer while cells with an acinar phenotype had lower expression of cancer-associated genes. CONCLUSION Our findings support the relevancy of human in vitro models to study pancreas cancer pathogenesis and exocrine cell plasticity.
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Affiliation(s)
- Jinmai Jiang
- Department of Pharmaceutics, College of Pharmacy University of Florida, Gainesville, Florida
| | - Hesamedin Hakimjavadi
- Department of Pathology, Immunology, and Laboratory Medicine, College of Medicine, University of Florida, Gainesville, Florida
- Florida-California Cancer Research, Education and Engagement (CaRE), Health Equity Center, Gainesville, Florida
| | - Julie K. Bray
- Department of Pathology, Immunology, and Laboratory Medicine, College of Medicine, University of Florida, Gainesville, Florida
| | - Corey Perkins
- Department of Pharmaceutics, College of Pharmacy University of Florida, Gainesville, Florida
- Florida-California Cancer Research, Education and Engagement (CaRE), Health Equity Center, Gainesville, Florida
| | - Alyssa Gosling
- Department of Pharmaceutics, College of Pharmacy University of Florida, Gainesville, Florida
| | - Lais daSilva
- Department of Pharmaceutics, College of Pharmacy University of Florida, Gainesville, Florida
| | - Gamze Bulut
- Department of Pharmaceutics, College of Pharmacy University of Florida, Gainesville, Florida
| | - Jamel Ali
- Florida-California Cancer Research, Education and Engagement (CaRE), Health Equity Center, Gainesville, Florida
- Department of Chemical and Biomedical Engineering, FAMU-FSU College of Engineering, Tallahassee, Florida
| | - V. Wendy Setiawan
- Florida-California Cancer Research, Education and Engagement (CaRE), Health Equity Center, Gainesville, Florida
- Department of Epidemiology, Keck School of Medicine, University of Southern California, Los Angeles, California
| | - Martha Campbell-Thompson
- Department of Pathology, Immunology, and Laboratory Medicine, College of Medicine, University of Florida, Gainesville, Florida
- Florida-California Cancer Research, Education and Engagement (CaRE), Health Equity Center, Gainesville, Florida
| | - Srikar Chamala
- Department of Pathology, Immunology, and Laboratory Medicine, College of Medicine, University of Florida, Gainesville, Florida
- Florida-California Cancer Research, Education and Engagement (CaRE), Health Equity Center, Gainesville, Florida
| | - Thomas D. Schmittgen
- Department of Pharmaceutics, College of Pharmacy University of Florida, Gainesville, Florida
- Florida-California Cancer Research, Education and Engagement (CaRE), Health Equity Center, Gainesville, Florida
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13
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Shaashua L, Ben-Shmuel A, Pevsner-Fischer M, Friedman G, Levi-Galibov O, Nandakumar S, Barki D, Nevo R, Brown LE, Zhang W, Stein Y, Lior C, Kim HS, Bojmar L, Jarnagin WR, Lecomte N, Mayer S, Stok R, Bishara H, Hamodi R, Levy-Lahad E, Golan T, Porco JA, Iacobuzio-Donahue CA, Schultz N, Tuveson DA, Lyden D, Kelsen D, Scherz-Shouval R. BRCA mutational status shapes the stromal microenvironment of pancreatic cancer linking clusterin expression in cancer associated fibroblasts with HSF1 signaling. Nat Commun 2022; 13:6513. [PMID: 36316305 PMCID: PMC9622893 DOI: 10.1038/s41467-022-34081-3] [Citation(s) in RCA: 36] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2022] [Accepted: 10/13/2022] [Indexed: 11/12/2022] Open
Abstract
Tumors initiate by mutations in cancer cells, and progress through interactions of the cancer cells with non-malignant cells of the tumor microenvironment. Major players in the tumor microenvironment are cancer-associated fibroblasts (CAFs), which support tumor malignancy, and comprise up to 90% of the tumor mass in pancreatic cancer. CAFs are transcriptionally rewired by cancer cells. Whether this rewiring is differentially affected by different mutations in cancer cells is largely unknown. Here we address this question by dissecting the stromal landscape of BRCA-mutated and BRCA Wild-type pancreatic ductal adenocarcinoma. We comprehensively analyze pancreatic cancer samples from 42 patients, revealing different CAF subtype compositions in germline BRCA-mutated vs. BRCA Wild-type tumors. In particular, we detect an increase in a subset of immune-regulatory clusterin-positive CAFs in BRCA-mutated tumors. Using cancer organoids and mouse models we show that this process is mediated through activation of heat-shock factor 1, the transcriptional regulator of clusterin. Our findings unravel a dimension of stromal heterogeneity influenced by germline mutations in cancer cells, with direct implications for clinical research.
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Affiliation(s)
- Lee Shaashua
- grid.13992.300000 0004 0604 7563Department of Biomolecular Sciences, The Weizmann Institute of Science, Rehovot, Israel
| | - Aviad Ben-Shmuel
- grid.13992.300000 0004 0604 7563Department of Biomolecular Sciences, The Weizmann Institute of Science, Rehovot, Israel
| | - Meirav Pevsner-Fischer
- grid.13992.300000 0004 0604 7563Department of Biomolecular Sciences, The Weizmann Institute of Science, Rehovot, Israel
| | - Gil Friedman
- grid.13992.300000 0004 0604 7563Department of Biomolecular Sciences, The Weizmann Institute of Science, Rehovot, Israel
| | - Oshrat Levi-Galibov
- grid.13992.300000 0004 0604 7563Department of Biomolecular Sciences, The Weizmann Institute of Science, Rehovot, Israel
| | - Subhiksha Nandakumar
- grid.51462.340000 0001 2171 9952Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY USA
| | - Debra Barki
- grid.13992.300000 0004 0604 7563Department of Biomolecular Sciences, The Weizmann Institute of Science, Rehovot, Israel
| | - Reinat Nevo
- grid.13992.300000 0004 0604 7563Department of Biomolecular Sciences, The Weizmann Institute of Science, Rehovot, Israel
| | - Lauren E. Brown
- grid.189504.10000 0004 1936 7558Department of Chemistry and Center for Molecular Discovery (BU-CMD), Boston University, Boston, MA USA
| | - Wenhan Zhang
- grid.189504.10000 0004 1936 7558Department of Chemistry and Center for Molecular Discovery (BU-CMD), Boston University, Boston, MA USA
| | - Yaniv Stein
- grid.13992.300000 0004 0604 7563Department of Biomolecular Sciences, The Weizmann Institute of Science, Rehovot, Israel
| | - Chen Lior
- grid.13992.300000 0004 0604 7563Department of Biomolecular Sciences, The Weizmann Institute of Science, Rehovot, Israel
| | - Han Sang Kim
- grid.5386.8000000041936877XChildren’s Cancer and Blood Foundation Laboratories, Departments of Pediatrics, and Cell and Developmental Biology, Drukier Institute for Children’s Health, Meyer Cancer Center, Weill Cornell Medicine, New York, NY USA ,grid.15444.300000 0004 0470 5454Yonsei Cancer Center, Division of Medical Oncology, Department of Internal Medicine, Graduate School of Medical Science, Brain Korea 21 Project, Severance Biomedical Science Institute, Yonsei University College of Medicine, Seoul, Korea
| | - Linda Bojmar
- grid.5386.8000000041936877XChildren’s Cancer and Blood Foundation Laboratories, Departments of Pediatrics, and Cell and Developmental Biology, Drukier Institute for Children’s Health, Meyer Cancer Center, Weill Cornell Medicine, New York, NY USA ,grid.5640.70000 0001 2162 9922Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - William R. Jarnagin
- grid.51462.340000 0001 2171 9952Hepatopancreatobiliary Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY USA
| | - Nicolas Lecomte
- grid.51462.340000 0001 2171 9952David M. Rubenstein Center for Pancreatic Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY USA
| | - Shimrit Mayer
- grid.13992.300000 0004 0604 7563Department of Biomolecular Sciences, The Weizmann Institute of Science, Rehovot, Israel
| | - Roni Stok
- grid.13992.300000 0004 0604 7563Department of Biomolecular Sciences, The Weizmann Institute of Science, Rehovot, Israel
| | - Hend Bishara
- grid.13992.300000 0004 0604 7563Department of Biomolecular Sciences, The Weizmann Institute of Science, Rehovot, Israel
| | - Rawand Hamodi
- grid.13992.300000 0004 0604 7563Department of Biomolecular Sciences, The Weizmann Institute of Science, Rehovot, Israel
| | - Ephrat Levy-Lahad
- grid.415593.f0000 0004 0470 7791The Fuld Family Medical Genetics Institute, Shaare Zedek Medical Center, Jerusalem, Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Talia Golan
- grid.12136.370000 0004 1937 0546Oncology Institute, Sheba Medical Center at Tel-Hashomer, Tel Aviv University, Tel Aviv, Israel
| | - John A. Porco
- grid.189504.10000 0004 1936 7558Department of Chemistry and Center for Molecular Discovery (BU-CMD), Boston University, Boston, MA USA
| | - Christine A. Iacobuzio-Donahue
- grid.51462.340000 0001 2171 9952David M. Rubenstein Center for Pancreatic Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY USA
| | - Nikolaus Schultz
- grid.51462.340000 0001 2171 9952Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY USA
| | - David A. Tuveson
- grid.225279.90000 0004 0387 3667Cancer Center, Cold Spring Harbor Laboratory, Cold Spring Harbor, New York, NY USA
| | - David Lyden
- grid.5386.8000000041936877XChildren’s Cancer and Blood Foundation Laboratories, Departments of Pediatrics, and Cell and Developmental Biology, Drukier Institute for Children’s Health, Meyer Cancer Center, Weill Cornell Medicine, New York, NY USA
| | - David Kelsen
- grid.5386.8000000041936877XGastrointestinal Oncology Service, Memorial Sloan Kettering Cancer Center, Weill Cornell Medical College, New York, NY USA
| | - Ruth Scherz-Shouval
- grid.13992.300000 0004 0604 7563Department of Biomolecular Sciences, The Weizmann Institute of Science, Rehovot, Israel
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14
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Ghaddar B, Biswas A, Harris C, Omary MB, Carpizo DR, Blaser MJ, De S. Tumor microbiome links cellular programs and immunity in pancreatic cancer. Cancer Cell 2022; 40:1240-1253.e5. [PMID: 36220074 PMCID: PMC9556978 DOI: 10.1016/j.ccell.2022.09.009] [Citation(s) in RCA: 83] [Impact Index Per Article: 27.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/22/2021] [Revised: 07/01/2022] [Accepted: 09/09/2022] [Indexed: 11/02/2022]
Abstract
Microorganisms are detected in multiple cancer types, including in putatively sterile organs, but the contexts in which they influence oncogenesis or anti-tumor responses in humans remain unclear. We recently developed single-cell analysis of host-microbiome interactions (SAHMI), a computational pipeline to recover and denoise microbial signals from single-cell sequencing of host tissues. Here we use SAHMI to interrogate tumor-microbiome interactions in two human pancreatic cancer cohorts. We identify somatic-cell-associated bacteria in a subset of tumors and their near absence in nonmalignant tissues. These bacteria predominantly pair with tumor cells, and their presence is associated with cell-type-specific gene expression and pathway activities, including cell motility and immune signaling. Modeling results indicate that tumor-infiltrating lymphocytes closely resemble T cells from infected tissue. Finally, using multiple independent datasets, a signature of cell-associated bacteria predicts clinical prognosis. Tumor-microbiome crosstalk may modulate tumorigenesis in pancreatic cancer with implications for clinical management.
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Affiliation(s)
- Bassel Ghaddar
- Center for Systems and Computational Biology, Rutgers Cancer Institute of New Jersey, Rutgers University, 195 Albany St., New Brunswick, NJ 08901, USA
| | - Antara Biswas
- Center for Systems and Computational Biology, Rutgers Cancer Institute of New Jersey, Rutgers University, 195 Albany St., New Brunswick, NJ 08901, USA
| | - Chris Harris
- Department of Surgery, University of Rochester Medical Center, 601 Elmwood Avenue, Box SURG, Rochester, NY 14642, USA
| | - M Bishr Omary
- Center for Advanced Biotechnology and Medicine, Rutgers University, 679 Hoes Lane West, Piscataway, NJ 08854, USA
| | - Darren R Carpizo
- Department of Surgery, University of Rochester Medical Center, 601 Elmwood Avenue, Box SURG, Rochester, NY 14642, USA
| | - Martin J Blaser
- Center for Advanced Biotechnology and Medicine, Rutgers University, 679 Hoes Lane West, Piscataway, NJ 08854, USA.
| | - Subhajyoti De
- Center for Systems and Computational Biology, Rutgers Cancer Institute of New Jersey, Rutgers University, 195 Albany St., New Brunswick, NJ 08901, USA.
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15
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Cui Zhou D, Jayasinghe RG, Chen S, Herndon JM, Iglesia MD, Navale P, Wendl MC, Caravan W, Sato K, Storrs E, Mo CK, Liu J, Southard-Smith AN, Wu Y, Naser Al Deen N, Baer JM, Fulton RS, Wyczalkowski MA, Liu R, Fronick CC, Fulton LA, Shinkle A, Thammavong L, Zhu H, Sun H, Wang LB, Li Y, Zuo C, McMichael JF, Davies SR, Appelbaum EL, Robbins KJ, Chasnoff SE, Yang X, Reeb AN, Oh C, Serasanambati M, Lal P, Varghese R, Mashl JR, Ponce J, Terekhanova NV, Yao L, Wang F, Chen L, Schnaubelt M, Lu RJH, Schwarz JK, Puram SV, Kim AH, Song SK, Shoghi KI, Lau KS, Ju T, Chen K, Chatterjee D, Hawkins WG, Zhang H, Achilefu S, Chheda MG, Oh ST, Gillanders WE, Chen F, DeNardo DG, Fields RC, Ding L. Spatially restricted drivers and transitional cell populations cooperate with the microenvironment in untreated and chemo-resistant pancreatic cancer. Nat Genet 2022; 54:1390-1405. [PMID: 35995947 PMCID: PMC9470535 DOI: 10.1038/s41588-022-01157-1] [Citation(s) in RCA: 116] [Impact Index Per Article: 38.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2021] [Accepted: 07/13/2022] [Indexed: 12/13/2022]
Abstract
Pancreatic ductal adenocarcinoma is a lethal disease with limited treatment options and poor survival. We studied 83 spatial samples from 31 patients (11 treatment-naïve and 20 treated) using single-cell/nucleus RNA sequencing, bulk-proteogenomics, spatial transcriptomics and cellular imaging. Subpopulations of tumor cells exhibited signatures of proliferation, KRAS signaling, cell stress and epithelial-to-mesenchymal transition. Mapping mutations and copy number events distinguished tumor populations from normal and transitional cells, including acinar-to-ductal metaplasia and pancreatic intraepithelial neoplasia. Pathology-assisted deconvolution of spatial transcriptomic data identified tumor and transitional subpopulations with distinct histological features. We showed coordinated expression of TIGIT in exhausted and regulatory T cells and Nectin in tumor cells. Chemo-resistant samples contain a threefold enrichment of inflammatory cancer-associated fibroblasts that upregulate metallothioneins. Our study reveals a deeper understanding of the intricate substructure of pancreatic ductal adenocarcinoma tumors that could help improve therapy for patients with this disease.
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Affiliation(s)
- Daniel Cui Zhou
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- McDonnell Genome Institute, Washington University in St Louis, St Louis, MO, USA
| | - Reyka G Jayasinghe
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- McDonnell Genome Institute, Washington University in St Louis, St Louis, MO, USA
| | - Siqi Chen
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- McDonnell Genome Institute, Washington University in St Louis, St Louis, MO, USA
| | - John M Herndon
- Department of Surgery, Washington University in St Louis, St Louis, MO, USA
- Siteman Cancer Center, Washington University in St Louis, St Louis, MO, USA
| | - Michael D Iglesia
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- McDonnell Genome Institute, Washington University in St Louis, St Louis, MO, USA
| | - Pooja Navale
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- Department of Pathology and Immunology, Washington University in St Louis, St Louis, MO, USA
| | - Michael C Wendl
- McDonnell Genome Institute, Washington University in St Louis, St Louis, MO, USA
- Department of Genetics, Washington University in St Louis, St Louis, MO, USA
- Department of Mathematics, Washington University in St Louis, St Louis, MO, USA
| | - Wagma Caravan
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- McDonnell Genome Institute, Washington University in St Louis, St Louis, MO, USA
| | - Kazuhito Sato
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- McDonnell Genome Institute, Washington University in St Louis, St Louis, MO, USA
| | - Erik Storrs
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- McDonnell Genome Institute, Washington University in St Louis, St Louis, MO, USA
| | - Chia-Kuei Mo
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- McDonnell Genome Institute, Washington University in St Louis, St Louis, MO, USA
| | - Jingxian Liu
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- McDonnell Genome Institute, Washington University in St Louis, St Louis, MO, USA
| | - Austin N Southard-Smith
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- McDonnell Genome Institute, Washington University in St Louis, St Louis, MO, USA
| | - Yige Wu
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- McDonnell Genome Institute, Washington University in St Louis, St Louis, MO, USA
| | - Nataly Naser Al Deen
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- McDonnell Genome Institute, Washington University in St Louis, St Louis, MO, USA
| | - John M Baer
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- Department of Pathology and Immunology, Washington University in St Louis, St Louis, MO, USA
| | - Robert S Fulton
- McDonnell Genome Institute, Washington University in St Louis, St Louis, MO, USA
| | - Matthew A Wyczalkowski
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- McDonnell Genome Institute, Washington University in St Louis, St Louis, MO, USA
| | - Ruiyang Liu
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- McDonnell Genome Institute, Washington University in St Louis, St Louis, MO, USA
| | - Catrina C Fronick
- McDonnell Genome Institute, Washington University in St Louis, St Louis, MO, USA
| | - Lucinda A Fulton
- McDonnell Genome Institute, Washington University in St Louis, St Louis, MO, USA
| | - Andrew Shinkle
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- McDonnell Genome Institute, Washington University in St Louis, St Louis, MO, USA
| | - Lisa Thammavong
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- McDonnell Genome Institute, Washington University in St Louis, St Louis, MO, USA
| | - Houxiang Zhu
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- McDonnell Genome Institute, Washington University in St Louis, St Louis, MO, USA
| | - Hua Sun
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- McDonnell Genome Institute, Washington University in St Louis, St Louis, MO, USA
| | - Liang-Bo Wang
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- McDonnell Genome Institute, Washington University in St Louis, St Louis, MO, USA
| | - Yize Li
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- McDonnell Genome Institute, Washington University in St Louis, St Louis, MO, USA
| | - Chong Zuo
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
| | - Joshua F McMichael
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- McDonnell Genome Institute, Washington University in St Louis, St Louis, MO, USA
| | - Sherri R Davies
- Department of Surgery, Washington University in St Louis, St Louis, MO, USA
| | | | - Keenan J Robbins
- Department of Surgery, Washington University in St Louis, St Louis, MO, USA
- Siteman Cancer Center, Washington University in St Louis, St Louis, MO, USA
| | - Sara E Chasnoff
- Department of Surgery, Washington University in St Louis, St Louis, MO, USA
| | - Xiaolu Yang
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
| | - Ashley N Reeb
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- Department of Otolaryngology-Head & Neck Surgery, Washington University in St Louis, St Louis, MO, USA
| | - Clara Oh
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- McDonnell Genome Institute, Washington University in St Louis, St Louis, MO, USA
| | - Mamatha Serasanambati
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- McDonnell Genome Institute, Washington University in St Louis, St Louis, MO, USA
| | - Preet Lal
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- McDonnell Genome Institute, Washington University in St Louis, St Louis, MO, USA
| | - Rajees Varghese
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- McDonnell Genome Institute, Washington University in St Louis, St Louis, MO, USA
| | - Jay R Mashl
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- McDonnell Genome Institute, Washington University in St Louis, St Louis, MO, USA
| | - Jennifer Ponce
- McDonnell Genome Institute, Washington University in St Louis, St Louis, MO, USA
| | - Nadezhda V Terekhanova
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- McDonnell Genome Institute, Washington University in St Louis, St Louis, MO, USA
| | - Lijun Yao
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- McDonnell Genome Institute, Washington University in St Louis, St Louis, MO, USA
| | - Fang Wang
- Department of Bioinformatics and Computational Biology, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Lijun Chen
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Michael Schnaubelt
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Rita Jui-Hsien Lu
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- McDonnell Genome Institute, Washington University in St Louis, St Louis, MO, USA
| | - Julie K Schwarz
- Siteman Cancer Center, Washington University in St Louis, St Louis, MO, USA
- Department of Radiation Oncology, Washington University in St Louis, St Louis, MO, USA
- Department of Cell Biology and Physiology, Washington University in St Louis, St Louis, MO, USA
| | - Sidharth V Puram
- Department of Otolaryngology-Head & Neck Surgery, Washington University in St Louis, St Louis, MO, USA
| | - Albert H Kim
- Siteman Cancer Center, Washington University in St Louis, St Louis, MO, USA
- Department of Neurological Surgery, Washington University in St Louis, St Louis, MO, USA
| | - Sheng-Kwei Song
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- Department of Radiology, Washington University in St Louis, St Louis, MO, USA
| | - Kooresh I Shoghi
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- Department of Radiology, Washington University in St Louis, St Louis, MO, USA
| | - Ken S Lau
- Department of Cell and Developmental Biology and Epithelial Biology Center, Vanderbilt University School of Medicine, Vanderbilt, TN, USA
| | - Tao Ju
- Department of Computer Science and Engineering, Washington University in St Louis, St Louis, MO, USA
| | - Ken Chen
- Department of Bioinformatics and Computational Biology, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Deyali Chatterjee
- Department of Pathology, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - William G Hawkins
- Department of Surgery, Washington University in St Louis, St Louis, MO, USA
- Siteman Cancer Center, Washington University in St Louis, St Louis, MO, USA
| | - Hui Zhang
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Samuel Achilefu
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- Department of Radiology, Washington University in St Louis, St Louis, MO, USA
| | - Milan G Chheda
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- Siteman Cancer Center, Washington University in St Louis, St Louis, MO, USA
| | - Stephen T Oh
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
- Department of Pathology and Immunology, Washington University in St Louis, St Louis, MO, USA
| | - William E Gillanders
- Department of Surgery, Washington University in St Louis, St Louis, MO, USA
- Siteman Cancer Center, Washington University in St Louis, St Louis, MO, USA
| | - Feng Chen
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA
| | - David G DeNardo
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA.
- Siteman Cancer Center, Washington University in St Louis, St Louis, MO, USA.
- Department of Pathology and Immunology, Washington University in St Louis, St Louis, MO, USA.
| | - Ryan C Fields
- Department of Surgery, Washington University in St Louis, St Louis, MO, USA.
- Siteman Cancer Center, Washington University in St Louis, St Louis, MO, USA.
| | - Li Ding
- Department of Medicine, Washington University in St Louis, St Louis, MO, USA.
- McDonnell Genome Institute, Washington University in St Louis, St Louis, MO, USA.
- Siteman Cancer Center, Washington University in St Louis, St Louis, MO, USA.
- Department of Genetics, Washington University in St Louis, St Louis, MO, USA.
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16
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Li S, Xie K. Ductal metaplasia in pancreas. Biochim Biophys Acta Rev Cancer 2022; 1877:188698. [DOI: 10.1016/j.bbcan.2022.188698] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2021] [Revised: 02/09/2022] [Accepted: 02/09/2022] [Indexed: 02/07/2023]
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17
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Parte S, Nimmakayala RK, Batra SK, Ponnusamy MP. Acinar to ductal cell trans-differentiation: A prelude to dysplasia and pancreatic ductal adenocarcinoma. Biochim Biophys Acta Rev Cancer 2022; 1877:188669. [PMID: 34915061 DOI: 10.1016/j.bbcan.2021.188669] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2021] [Revised: 12/03/2021] [Accepted: 12/06/2021] [Indexed: 12/14/2022]
Abstract
Pancreatic cancer (PC) is the deadliest neoplastic epithelial malignancies and is projected to be the second leading cause of cancer-related mortality by 2024. Five years overall survival being ~10%, mortality and incidence rates are disturbing. Acinar to ductal cell metaplasia (ADM) encompasses cellular reprogramming and phenotypic switch-over, making it a cardinal event in tumor initiation. Differential cues and varied regulatory factors drive synchronous functions of metaplastic cell populations leading to multiple cell fates and physiological outcomes. ADM is a precursor for developing early pre-neoplastic lesions further progressing into PC due to oncogenic signaling. Hence delineating molecular events guiding tumor initiation may provide cues for regenerative medicine and precision onco-medicine. Therefore, understanding PC pathogenesis and early diagnosis are crucial. We hereby provide a timely overview of the current progress in this direction and future perspectives we foresee unfolding in the best interest of patient well-being and better clinical management of PC.
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Affiliation(s)
- Seema Parte
- Department of Biochemistry and Molecular Biology, College of Medicine, University of Nebraska Medical Center, Omaha, NE 68198-5870, USA
| | - Rama Krishna Nimmakayala
- Department of Biochemistry and Molecular Biology, College of Medicine, University of Nebraska Medical Center, Omaha, NE 68198-5870, USA
| | - Surinder K Batra
- Department of Biochemistry and Molecular Biology, College of Medicine, University of Nebraska Medical Center, Omaha, NE 68198-5870, USA; Eppley Institute for Research in Cancer and Allied Diseases, Fred & Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, NE, USA.
| | - Moorthy P Ponnusamy
- Department of Biochemistry and Molecular Biology, College of Medicine, University of Nebraska Medical Center, Omaha, NE 68198-5870, USA; Eppley Institute for Research in Cancer and Allied Diseases, Fred & Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, NE, USA.
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