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Du HX, Wang H, Ma XP, Chen H, Dai AB, Zhu KX. Eukaryotic translation initiation factor 2α kinase 2 in pancreatic cancer: An approach towards managing clinical prognosis and molecular immunological characterization. Oncol Lett 2023; 26:478. [PMID: 37818134 PMCID: PMC10561166 DOI: 10.3892/ol.2023.14066] [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: 02/20/2023] [Accepted: 07/14/2023] [Indexed: 10/12/2023] Open
Abstract
Most patients with pancreatic cancer are already in the late stages of the disease when they are diagnosed, and pancreatic cancer is a deadly disease with a poor prognosis. With the advancement of research, immunotherapy has become a new focus in the treatment of tumors. To the best of our knowledge, there is currently no reliable diagnostic or prognostic marker for pancreatic cancer; therefore, the present study investigated the potential of eukaryotic translation initiation factor 2α kinase 2 (EIF2AK2) as a predictive and diagnostic marker for pancreatic cancer. Immunohistochemical staining of clinical samples independently verified that EIF2AK2 expression was significantly higher in clinically operated pancreatic cancer tissues than in adjacent pancreatic tissues., and EIF2AK2 expression and differentially expressed genes (DEGs) were identified using downloadable RNA sequencing data from The Cancer Genome Atlas and Genomic Tumor Expression Atlas. In addition, Gene Ontology/Kyoto Encyclopedia of Genes and Genomes analyses and immune cell infiltration were used for functional enrichment analysis of EIF2AK2-associated DEGs. The clinical importance of EIF2AK2 was also determined using Kaplan-Meier survival, Cox regression and time-dependent survival receiver operating characteristic curve analyses, and a predictive nomogram model was generated. Finally, the functional role of EIF2AK2 was assessed in PANC-1 cells using a short hairpin RNA-EIF2AK2 knockdown approach, including CCK-8, wound healing assay, cell cycle and apoptosis assays. The findings suggested that EIF2AK2 may have potential as a diagnostic and prognostic biomarker for patients with pancreatic cancer. Furthermore, EIF2AK2 may provide a new therapeutic target for patients with pancreatic cancer.
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Affiliation(s)
- Hao-Xuan Du
- The First Clinical Medical College, Lanzhou University, Lanzhou, Gansu 730000, P.R. China
| | - Hu Wang
- The First Clinical Medical College, Lanzhou University, Lanzhou, Gansu 730000, P.R. China
| | - Xiao-Peng Ma
- The First Clinical Medical College, Lanzhou University, Lanzhou, Gansu 730000, P.R. China
| | - Hao Chen
- The First Clinical Medical College, Lanzhou University, Lanzhou, Gansu 730000, P.R. China
| | - Ai-Bin Dai
- The First Clinical Medical College, Lanzhou University, Lanzhou, Gansu 730000, P.R. China
| | - Ke-Xiang Zhu
- The First Clinical Medical College, Lanzhou University, Lanzhou, Gansu 730000, P.R. China
- Department of General Surgery, The First Hospital of Lanzhou University, Lanzhou, Gansu 730000, P.R. China
- Key Laboratory of Biotherapy and Regenerative Medicine of Gansu Province, The First Hospital of Lanzhou University, Lanzhou, Gansu 730000, P.R. China
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2
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Torres AJF, Duryea J, McDonald OG. Pancreatic cancer epigenetics: adaptive metabolism reprograms starving primary tumors for widespread metastatic outgrowth. Cancer Metastasis Rev 2023; 42:389-407. [PMID: 37316634 PMCID: PMC10591521 DOI: 10.1007/s10555-023-10116-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/13/2023] [Accepted: 06/05/2023] [Indexed: 06/16/2023]
Abstract
Pancreatic cancer is a paradigm for adaptation to extreme stress. That is because genetic drivers are selected during tissue injury with epigenetic imprints encoding wound healing responses. Ironically, epigenetic memories of trauma that facilitate neoplasia can also recreate past stresses to restrain malignant progression through symbiotic tumor:stroma crosstalk. This is best exemplified by positive feedback between neoplastic chromatin outputs and fibroinflammatory stromal cues that encase malignant glands within a nutrient-deprived desmoplastic stroma. Because epigenetic imprints are chemically encoded by nutrient-derived metabolites bonded to chromatin, primary tumor metabolism adapts to preserve malignant epigenetic fidelity during starvation. Despite these adaptations, stromal stresses inevitably awaken primordial drives to seek more hospitable climates. The invasive migrations that ensue facilitate entry into the metastatic cascade. Metastatic routes present nutrient-replete reservoirs that accelerate malignant progression through adaptive metaboloepigenetics. This is best exemplified by positive feedback between biosynthetic enzymes and nutrient transporters that saturate malignant chromatin with pro-metastatic metabolite byproducts. Here we present a contemporary view of pancreatic cancer epigenetics: selection of neoplastic chromatin under fibroinflammatory pressures, preservation of malignant chromatin during starvation stresses, and saturation of metastatic chromatin by nutritional excesses that fuel lethal metastasis.
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Affiliation(s)
- Arnaldo J Franco Torres
- Department of Pathology and Laboratory Medicine, University of Miami Miller School of Medicine, Rosenstiel Medical Sciences Building Room 4086A, Miami, FL, USA
| | - Jeffrey Duryea
- Department of Pathology and Laboratory Medicine, University of Miami Miller School of Medicine, Rosenstiel Medical Sciences Building Room 4086A, Miami, FL, USA
| | - Oliver G McDonald
- Department of Pathology and Laboratory Medicine, University of Miami Miller School of Medicine, Rosenstiel Medical Sciences Building Room 4086A, Miami, FL, USA.
- Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA.
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3
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Uddin MH, Mohammad RM, Philip PA, Azmi AS, Muqbil I. Role of noncoding RNAs in pancreatic ductal adenocarcinoma associated cachexia. Am J Physiol Cell Physiol 2022; 323:C1624-C1632. [PMID: 36280389 PMCID: PMC9722253 DOI: 10.1152/ajpcell.00424.2022] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2022] [Revised: 10/11/2022] [Accepted: 10/11/2022] [Indexed: 11/22/2022]
Abstract
Cachexia is an acute syndrome that is very commonly observed in patients with cancer. Cachexia is the number one cause of death in patients with metastatic disease and is also the major factor for physical toxicity and financial burden. More importantly, the majority of patients with advanced-stage pancreatic ductal adenocarcinoma (PDAC) cancer undergo cachexia. Pancreatic cancer causes deaths of ∼50,000 Americans and about 400,000 people worldwide every year. The high mortality rates in metastatic PDAC are due to systemic pathologies and cachexia, which quickens death in these patients. About 90% of all patients with PDAC undergo wasting of muscle causing mobility loss and leading to a number of additional pathological conditions. PDAC-associated cancer cachexia emanates from complex signaling cues involving both mechanical and biological signals. Tumor invasion is associated with the loss of pancreatic function-induced digestive disorders and malabsorption, which causes subsequent weight loss and eventually promotes cachexia. Besides, systemic inflammation of patients with PDAC could release chemical cues (e.g., cytokine-mediated Atrogin-1/MAFbx expression) that participate in muscle wasting. Our understanding of genes, proteins, and cytokines involved in promoting cancer cachexia has evolved considerably. However, the role of epigenetic factors, particularly the role of noncoding RNAs (ncRNAs) in regulating PDAC-associated cachexia is less studied. In this review article, the most updated knowledge on the various ncRNAs including microRNAs (miRs), long noncoding RNA (lncRNAs), piwi interacting RNAs (PiwiRNAs), small nucleolar RNA (snoRNAs), and circular RNAs (circRNA) and their roles in cancer cachexia are described.
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Affiliation(s)
- Md Hafiz Uddin
- Department of Oncology, Wayne State University School of Medicine, Karmanos Cancer Institute, Detroit, Michigan
| | - Ramzi M Mohammad
- Department of Oncology, Wayne State University School of Medicine, Karmanos Cancer Institute, Detroit, Michigan
| | - Philip A Philip
- Department of Oncology, Wayne State University School of Medicine, Karmanos Cancer Institute, Detroit, Michigan
- Henry Ford Health System, Detroit, Michigan
| | - Asfar S Azmi
- Department of Oncology, Wayne State University School of Medicine, Karmanos Cancer Institute, Detroit, Michigan
| | - Irfana Muqbil
- Department of Natural Sciences, Lawrence Tech University, Southfield, Michigan
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Kamal MA, Siddiqui I, Belgiovine C, Barbagallo M, Paleari V, Pistillo D, Chiabrando C, Schiarea S, Bottazzi B, Leone R, Avigni R, Migliore R, Spaggiari P, Gavazzi F, Capretti G, Marchesi F, Mantovani A, Zerbi A, Allavena P. Oncogenic KRAS-Induced Protein Signature in the Tumor Secretome Identifies Laminin-C2 and Pentraxin-3 as Useful Biomarkers for the Early Diagnosis of Pancreatic Cancer. Cancers (Basel) 2022; 14:cancers14112653. [PMID: 35681634 PMCID: PMC9179463 DOI: 10.3390/cancers14112653] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Revised: 05/23/2022] [Accepted: 05/24/2022] [Indexed: 02/04/2023] Open
Abstract
KRAS mutations characterize pancreatic cell transformation from the earliest stages of carcinogenesis, and are present in >95% of pancreatic ductal adenocarcinoma (PDAC) cases. In search of novel biomarkers for the early diagnosis of PDAC, we identified the proteins secreted by the normal human pancreatic cell line (HPDE) recently transformed by inducing the overexpression of the KRASG12V oncogene. We report a proteomic signature of KRAS-induced secreted proteins, which was confirmed in surgical tumor samples from resected PDAC patients. The putative diagnostic performance of three candidates, Laminin-C2 (LAMC2), Tenascin-C (TNC) and Pentraxin-3 (PTX3), was investigated by ELISA quantification in two cohorts of PDAC patients (n = 200) eligible for surgery. Circulating levels of LAMC2, TNC and PTX3 were significantly higher in PDAC patients compared to the healthy individuals (p < 0.0001). The Receiver Operating Characteristics (ROC) curve showed good sensitivity (1) and specificity (0.63 and 0.85) for LAMC2 and PTX3, respectively, but not for TNC, and patients with high levels of LAMC2 had significantly shorter overall survival (p = 0.0007). High levels of LAMC2 and PTX3 were detected at early stages (I−IIB) and in CA19-9-low PDAC patients. In conclusion, pancreatic tumors release LAMC2 and PTX3, which can be quantified in the systemic circulation, and may be useful in selecting patients for further diagnostic imaging.
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Affiliation(s)
- Mohammad Azhar Kamal
- Department of Immunology, Humanitas Clinical and Research Center-IRCCS, 20089 Rozzano, Italy; (M.A.K.); (I.S.); (C.B.); (M.B.); (B.B.); (R.L.); (R.A.); (R.M.); (F.M.); (A.M.)
| | - Imran Siddiqui
- Department of Immunology, Humanitas Clinical and Research Center-IRCCS, 20089 Rozzano, Italy; (M.A.K.); (I.S.); (C.B.); (M.B.); (B.B.); (R.L.); (R.A.); (R.M.); (F.M.); (A.M.)
| | - Cristina Belgiovine
- Department of Immunology, Humanitas Clinical and Research Center-IRCCS, 20089 Rozzano, Italy; (M.A.K.); (I.S.); (C.B.); (M.B.); (B.B.); (R.L.); (R.A.); (R.M.); (F.M.); (A.M.)
| | - Marialuisa Barbagallo
- Department of Immunology, Humanitas Clinical and Research Center-IRCCS, 20089 Rozzano, Italy; (M.A.K.); (I.S.); (C.B.); (M.B.); (B.B.); (R.L.); (R.A.); (R.M.); (F.M.); (A.M.)
| | - Valentina Paleari
- Biobank, Humanitas Clinical and Research Center-IRCCS, 20089 Rozzano, Italy; (V.P.); (D.P.)
| | - Daniela Pistillo
- Biobank, Humanitas Clinical and Research Center-IRCCS, 20089 Rozzano, Italy; (V.P.); (D.P.)
| | - Chiara Chiabrando
- Department of Environmental Health Sciences, Istituto di Ricerche Farmacologiche Mario Negri-IRCCS, 20156 Milan, Italy; (C.C.); (S.S.)
| | - Silvia Schiarea
- Department of Environmental Health Sciences, Istituto di Ricerche Farmacologiche Mario Negri-IRCCS, 20156 Milan, Italy; (C.C.); (S.S.)
| | - Barbara Bottazzi
- Department of Immunology, Humanitas Clinical and Research Center-IRCCS, 20089 Rozzano, Italy; (M.A.K.); (I.S.); (C.B.); (M.B.); (B.B.); (R.L.); (R.A.); (R.M.); (F.M.); (A.M.)
| | - Roberto Leone
- Department of Immunology, Humanitas Clinical and Research Center-IRCCS, 20089 Rozzano, Italy; (M.A.K.); (I.S.); (C.B.); (M.B.); (B.B.); (R.L.); (R.A.); (R.M.); (F.M.); (A.M.)
| | - Roberta Avigni
- Department of Immunology, Humanitas Clinical and Research Center-IRCCS, 20089 Rozzano, Italy; (M.A.K.); (I.S.); (C.B.); (M.B.); (B.B.); (R.L.); (R.A.); (R.M.); (F.M.); (A.M.)
| | - Roberta Migliore
- Department of Immunology, Humanitas Clinical and Research Center-IRCCS, 20089 Rozzano, Italy; (M.A.K.); (I.S.); (C.B.); (M.B.); (B.B.); (R.L.); (R.A.); (R.M.); (F.M.); (A.M.)
| | - Paola Spaggiari
- Department of Pathology, Humanitas Clinical and Research Center-IRCCS, 20089 Rozzano, Italy;
| | - Francesca Gavazzi
- Pancreatic Surgery Unit, Humanitas Clinical and Research Center-IRCCS, 20089 Rozzano, Italy; (F.G.); (G.C.); (A.Z.)
| | - Giovanni Capretti
- Pancreatic Surgery Unit, Humanitas Clinical and Research Center-IRCCS, 20089 Rozzano, Italy; (F.G.); (G.C.); (A.Z.)
- Department of Biomedical Sciences, Humanitas University, 20072 Pieve Emanuele, Italy
| | - Federica Marchesi
- Department of Immunology, Humanitas Clinical and Research Center-IRCCS, 20089 Rozzano, Italy; (M.A.K.); (I.S.); (C.B.); (M.B.); (B.B.); (R.L.); (R.A.); (R.M.); (F.M.); (A.M.)
- Department of Medical Biotechnology and Translational Medicine, University of Milan, 20129 Milan, Italy
| | - Alberto Mantovani
- Department of Immunology, Humanitas Clinical and Research Center-IRCCS, 20089 Rozzano, Italy; (M.A.K.); (I.S.); (C.B.); (M.B.); (B.B.); (R.L.); (R.A.); (R.M.); (F.M.); (A.M.)
- Department of Biomedical Sciences, Humanitas University, 20072 Pieve Emanuele, Italy
- The William Harvey Research Institute, Queen Mary University of London, London EC1M 6BQ, UK
| | - Alessandro Zerbi
- Pancreatic Surgery Unit, Humanitas Clinical and Research Center-IRCCS, 20089 Rozzano, Italy; (F.G.); (G.C.); (A.Z.)
- Department of Biomedical Sciences, Humanitas University, 20072 Pieve Emanuele, Italy
| | - Paola Allavena
- Department of Immunology, Humanitas Clinical and Research Center-IRCCS, 20089 Rozzano, Italy; (M.A.K.); (I.S.); (C.B.); (M.B.); (B.B.); (R.L.); (R.A.); (R.M.); (F.M.); (A.M.)
- Correspondence:
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Wu TC, Liao CY, Lu WC, Chang CR, Tsai FY, Jiang SS, Chen TH, Lin KMC, Chen LT, Chang WSW. Identification of distinct slow mode of reversible adaptation of pancreatic ductal adenocarcinoma to the prolonged acidic pH microenvironment. J Exp Clin Cancer Res 2022; 41:137. [PMID: 35410237 PMCID: PMC8996570 DOI: 10.1186/s13046-022-02329-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2021] [Accepted: 03/13/2022] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND Pancreatic ductal adenocarcinoma (PDAC) is the most common pancreatic neoplasm with high metastatic potential and poor clinical outcome. Like other solid tumors, PDAC in the early stages is often asymptomatic, and grows very slowly under a distinct acidic pHe (extracellular pH) microenvironment. However, most previous studies have only reported the fate of cancerous cells upon cursory exposure to acidic pHe conditions. Little is known about how solid tumors-such as the lethal PDAC originating within the pancreatic duct-acinar system that secretes alkaline fluids-evolve to withstand and adapt to the prolonged acidotic microenvironmental stress. METHODS Representative PDAC cells were exposed to various biologically relevant periods of extracellular acidity. The time effects of acidic pHe stress were determined with respect to tumor cell proliferation, phenotypic regulation, autophagic control, metabolic plasticity, mitochondrial network dynamics, and metastatic potentials. RESULTS Unlike previous short-term analyses, we found that the acidosis-mediated autophagy occurred mainly as an early stress response but not for later adaptation to microenvironmental acidification. Rather, PDAC cells use a distinct and lengthy process of reversible adaptive plasticity centered on the early fast and later slow mitochondrial network dynamics and metabolic adjustment. This regulates their acute responses and chronic adaptations to the acidic pHe microenvironment. A more malignant state with increased migratory and invasive potentials in long-term acidosis-adapted PDAC cells was obtained with key regulatory molecules being closely related to overall patient survival. Finally, the identification of 34 acidic pHe-related genes could be potential targets for the development of diagnosis and treatment against PDAC. CONCLUSIONS Our study offers a novel mechanism of early rapid response and late reversible adaptation of PDAC cells to the stress of extracellular acidosis. The presence of this distinctive yet slow mode of machinery fills an important knowledge gap in how solid tumor cells sense, respond, reprogram, and ultimately adapt to the persistent microenvironmental acidification.
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Affiliation(s)
- Tzu-Chin Wu
- National Institute of Cancer Research, National Health Research Institutes, Zhunan, 350401 Taiwan
| | - Chien-Yu Liao
- National Institute of Cancer Research, National Health Research Institutes, Zhunan, 350401 Taiwan
| | - Wei-Chien Lu
- National Institute of Cancer Research, National Health Research Institutes, Zhunan, 350401 Taiwan
| | - Chuang-Rung Chang
- Institute of Molecular and Cellular Biology, College of Life Science, National Tsing Hua University, Hsinchu, 300044 Taiwan
| | - Fang-Yu Tsai
- National Institute of Cancer Research, National Health Research Institutes, Zhunan, 350401 Taiwan
| | - Shih-Sheng Jiang
- National Institute of Cancer Research, National Health Research Institutes, Zhunan, 350401 Taiwan
| | - Tsung-Hsien Chen
- Institute of Biomedical Engineering and Nanomedicine, National Health Research Institutes, Zhunan, 350401 Taiwan
- Current address: Ditmanson Medical Foundation, Chia-Yi Christian Hospital, Chia-Yi, 60002 Taiwan
| | - Kurt Ming-Chao Lin
- Institute of Biomedical Engineering and Nanomedicine, National Health Research Institutes, Zhunan, 350401 Taiwan
| | - Li-Tzong Chen
- National Institute of Cancer Research, National Health Research Institutes, Zhunan, 350401 Taiwan
| | - Wun-Shaing Wayne Chang
- National Institute of Cancer Research, National Health Research Institutes, Zhunan, 350401 Taiwan
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McDonald OG. The biology of pancreatic cancer morphology. Pathology 2022; 54:236-247. [PMID: 34872751 PMCID: PMC8891077 DOI: 10.1016/j.pathol.2021.09.012] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2021] [Revised: 09/09/2021] [Accepted: 09/14/2021] [Indexed: 02/08/2023]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is one of the most lethal of all human malignancies. PDAC precursor lesions, invasive primary PDAC, and metastatic PDAC each display distinct morphologies that reflect unique biology. This 'biomorphology' is determined by a complex neoplastic history of clonal phylogenetic relationships, geographic locations, external environmental exposures, intrinsic metabolic demands, and tissue migration patterns. Understanding the biomorphological evolution of PDAC progression is not only of academic interest but also of great practical value. Applying this knowledge to surgical pathology practice facilitates the correct diagnosis on routine H&E stains without additional ancillary studies in most cases. Here I provide a concise overview of the entire biomorphological spectrum of PDAC progression beginning with initial neoplastic transformation and ending in terminal distant metastasis. Most biopsy and resection specimens are currently obtained prior to treatment. As such, our understanding of untreated PDAC biomorphology is mature. The biomorphology of treated PDAC is less defined but will assume greater importance as the frequency of neoadjuvant therapy increases. Although this overview is slanted towards pathology, it is written so that pathologists, clinicians, and scientists alike might find it instructive for their respective disciplines.
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