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Ortega MA, Jiménez-Álvarez L, Fraile-Martinez O, Garcia-Montero C, Guijarro LG, Pekarek L, Barrena-Blázquez S, Asúnsolo Á, López-González L, Toledo-Lobo MDV, Álvarez-Mon M, Saez MA, Gutiérrez-Calvo A, Díaz-Pedrero R. Prognostic Value of Histone Acetyl Transferase 1 (HAT-1) and Inflammatory Signatures in Pancreatic Cancer. Curr Issues Mol Biol 2024; 46:3839-3865. [PMID: 38785507 PMCID: PMC11119917 DOI: 10.3390/cimb46050239] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2024] [Revised: 04/22/2024] [Accepted: 04/22/2024] [Indexed: 05/25/2024] Open
Abstract
Pancreatic cancer is a type of gastrointestinal tumor with a growing incidence and mortality worldwide. Pancreatic ductal adenocarcinoma (PDAC) constitutes 90% of cases, and late-stage diagnosis is common, leading to a 5-year survival rate of less than 10% in high-income countries. The use of biomarkers has different proven translational applications, facilitating early diagnosis, accurate prognosis and identification of potential therapeutic targets. Several studies have shown a correlation between the tissue expression levels of various molecules, measured through immunohistochemistry (IHC), and survival rates in PDAC. Following the hallmarks of cancer, epigenetic and metabolic reprogramming, together with immune evasion and tumor-promoted inflammation, plays a critical role in cancer initiation and development. In this study, we aim to explore via IHC and Kaplan-Meier analyses the prognostic value of various epigenetic-related markers (histones 3 and 4 (H3/H4), histone acetyl transferase 1 (HAT-1), Anti-Silencing Function 1 protein (ASF1), Nuclear Autoantigenic Sperm Protein (NASP), Retinol Binding Protein 7 (RBBP7), importin 4 (IPO4) and IPO5), metabolic regulators (Phosphoglycerate mutase (PGAM)) and inflammatory mediators (allograft inflammatory factor 1 (AIF-1), interleukin 10 (IL-10), IL-12A and IL-18) in patients with PDAC. Also, through a correlation analysis, we have explored the possible interconnections in the expression levels of these molecules. Our results show that higher expression levels of these molecules are directly associated with poorer survival rates in PDAC patients, except in the case of IL-10, which shows an inverse association with mortality. HAT1 was the molecule more clearly associated with mortality, with a hazard risk of 21.74. The correlogram demonstrates an important correlation between almost all molecules studied (except in the case of IL-18), highlighting potential interactions between these molecules. Overall, our study demonstrates the relevance of including different markers from IHC techniques in order to identify unexplored molecules to develop more accurate prognosis methods and possible targeted therapies. Additionally, our correlation analysis reveals potential interactions among these markers, offering insights into PDAC's pathogenesis and paving the way for targeted therapies tailored to individual patient profiles. Future studies should be conducted to confirm the prognostic value of these components in PDAC in a broader sample size, as well as to evaluate the possible biological networks connecting them.
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Affiliation(s)
- Miguel A. Ortega
- Department of Medicine and Medical Specialities (CIBEREHD), Faculty of Medicine and Health Sciences, University of Alcala, 28801 Alcala de Henares, Madrid, Spain; (L.J.-Á.); (O.F.-M.); (C.G.-M.); (S.B.-B.); (M.Á.-M.); (M.A.S.)
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain; (L.G.G.); (L.P.); (Á.A.); (L.L.-G.); (M.D.V.T.-L.); (R.D.-P.)
- Cancer Registry and Pathology Department, Principe de Asturias University Hospital, 28806 Alcala de Henares, Madrid, Spain
| | - Laura Jiménez-Álvarez
- Department of Medicine and Medical Specialities (CIBEREHD), Faculty of Medicine and Health Sciences, University of Alcala, 28801 Alcala de Henares, Madrid, Spain; (L.J.-Á.); (O.F.-M.); (C.G.-M.); (S.B.-B.); (M.Á.-M.); (M.A.S.)
- Department of General and Digestive Surgery, General and Digestive Surgery, Principe de Asturias University Hospital, 28806 Alcala de Henares, Madrid, Spain;
| | - Oscar Fraile-Martinez
- Department of Medicine and Medical Specialities (CIBEREHD), Faculty of Medicine and Health Sciences, University of Alcala, 28801 Alcala de Henares, Madrid, Spain; (L.J.-Á.); (O.F.-M.); (C.G.-M.); (S.B.-B.); (M.Á.-M.); (M.A.S.)
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain; (L.G.G.); (L.P.); (Á.A.); (L.L.-G.); (M.D.V.T.-L.); (R.D.-P.)
| | - Cielo Garcia-Montero
- Department of Medicine and Medical Specialities (CIBEREHD), Faculty of Medicine and Health Sciences, University of Alcala, 28801 Alcala de Henares, Madrid, Spain; (L.J.-Á.); (O.F.-M.); (C.G.-M.); (S.B.-B.); (M.Á.-M.); (M.A.S.)
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain; (L.G.G.); (L.P.); (Á.A.); (L.L.-G.); (M.D.V.T.-L.); (R.D.-P.)
| | - Luis G. Guijarro
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain; (L.G.G.); (L.P.); (Á.A.); (L.L.-G.); (M.D.V.T.-L.); (R.D.-P.)
- Unit of Biochemistry and Molecular Biology, Department of System Biology (CIBEREHD), University of Alcala, 28801 Alcala de Henares, Madrid, Spain
| | - Leonel Pekarek
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain; (L.G.G.); (L.P.); (Á.A.); (L.L.-G.); (M.D.V.T.-L.); (R.D.-P.)
- Oncology Service, Guadalajara University Hospital, 19002 Guadalajara, Spain
| | - Silvestra Barrena-Blázquez
- Department of Medicine and Medical Specialities (CIBEREHD), Faculty of Medicine and Health Sciences, University of Alcala, 28801 Alcala de Henares, Madrid, Spain; (L.J.-Á.); (O.F.-M.); (C.G.-M.); (S.B.-B.); (M.Á.-M.); (M.A.S.)
- Department of General and Digestive Surgery, General and Digestive Surgery, Principe de Asturias University Hospital, 28806 Alcala de Henares, Madrid, Spain;
| | - Ángel Asúnsolo
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain; (L.G.G.); (L.P.); (Á.A.); (L.L.-G.); (M.D.V.T.-L.); (R.D.-P.)
- Department of Surgery, Medical and Social Sciences, Faculty of Medicine and Health Sciences, University of Alcala, 28801 Alcala de Henares, Madrid, Spain
- Department of Epidemiology and Biostatistics, Graduate School of Public Health and Health Policy, University of New York, New York, NY 10012, USA
| | - Laura López-González
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain; (L.G.G.); (L.P.); (Á.A.); (L.L.-G.); (M.D.V.T.-L.); (R.D.-P.)
- Department of Surgery, Medical and Social Sciences, Faculty of Medicine and Health Sciences, University of Alcala, 28801 Alcala de Henares, Madrid, Spain
| | - María Del Val Toledo-Lobo
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain; (L.G.G.); (L.P.); (Á.A.); (L.L.-G.); (M.D.V.T.-L.); (R.D.-P.)
- Unit of Cell Biology, Department of Biomedicine and Biotechnology, University of Alcala, 28801 Alcala de Henares, Madrid, Spain
| | - Melchor Álvarez-Mon
- Department of Medicine and Medical Specialities (CIBEREHD), Faculty of Medicine and Health Sciences, University of Alcala, 28801 Alcala de Henares, Madrid, Spain; (L.J.-Á.); (O.F.-M.); (C.G.-M.); (S.B.-B.); (M.Á.-M.); (M.A.S.)
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain; (L.G.G.); (L.P.); (Á.A.); (L.L.-G.); (M.D.V.T.-L.); (R.D.-P.)
- Immune System Diseases-Rheumatology, Oncology Service and Internal Medicine (CIBEREHD), Principe de Asturias University Hospital, 28806 Alcala de Henares, Madrid, Spain
| | - Miguel A. Saez
- Department of Medicine and Medical Specialities (CIBEREHD), Faculty of Medicine and Health Sciences, University of Alcala, 28801 Alcala de Henares, Madrid, Spain; (L.J.-Á.); (O.F.-M.); (C.G.-M.); (S.B.-B.); (M.Á.-M.); (M.A.S.)
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain; (L.G.G.); (L.P.); (Á.A.); (L.L.-G.); (M.D.V.T.-L.); (R.D.-P.)
- Pathological Anatomy Service, Central University Hospital of Defence-UAH Madrid, 28801 Alcala de Henares, Madrid, Spain
| | - Alberto Gutiérrez-Calvo
- Department of General and Digestive Surgery, General and Digestive Surgery, Principe de Asturias University Hospital, 28806 Alcala de Henares, Madrid, Spain;
- Department of Surgery, Medical and Social Sciences, Faculty of Medicine and Health Sciences, University of Alcala, 28801 Alcala de Henares, Madrid, Spain
| | - Raúl Díaz-Pedrero
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain; (L.G.G.); (L.P.); (Á.A.); (L.L.-G.); (M.D.V.T.-L.); (R.D.-P.)
- Department of General and Digestive Surgery, General and Digestive Surgery, Principe de Asturias University Hospital, 28806 Alcala de Henares, Madrid, Spain;
- Department of Surgery, Medical and Social Sciences, Faculty of Medicine and Health Sciences, University of Alcala, 28801 Alcala de Henares, Madrid, Spain
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2
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El-Nady MA, Ead KA, Haridy MA, Shaheen N, Nashwan AJ, Abdelwahid SR, Mohammed MF, Mohamed O, Sawy SS, Abdelrazzak E, Hassan AM. Role of Endoscopic Ultrasound in Staging and Vascular Assessment of Pancreatic Cancer. Cureus 2024; 16:e53988. [PMID: 38476780 PMCID: PMC10928015 DOI: 10.7759/cureus.53988] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/10/2024] [Indexed: 03/14/2024] Open
Abstract
Introduction Computed tomography (CT) of the abdomen with contrast stands as the gold standard for assessing pancreatic cancer, encompassing both staging and vascular analysis. However, not all patients are suitable candidates for contrast-enhanced CT (CECT) scans due to factors such as contrast agent allergies, pregnancy, renal impairment, radiation risks, and limited tissue sampling capability in CECT scans of the abdomen. In light of these challenges, this study evaluated the diagnostic capabilities of endoscopic ultrasound (EUS) compared to CECT for staging and vascular assessment of pancreatic cancer. Methods Fifty patients diagnosed with pancreatic cancer underwent evaluations using both CECT scans and EUS, focusing on staging and vascular invasion assessment. Vascular evaluation was carried out using a categorization system based on EUS findings, classifying them into three types based on the tumor-vessel relationship: Type 1 indicating clear invasion or encasement of a vessel by a tumor or contact with a vessel wall exceeding 180 degrees, Type 2 representing abutment, wherein a tumor contacts a vessel wall but at an angle less than 180 degrees, and Type 3 implying clear non-invasion, where a discernible distance exists between a tumor and a vessel. In this categorization, Type 1 and Type 2 indicated signs of vascular invasion, while Type 3 indicated vascular non-invasion. These findings were subsequently compared to the results from CECT scans. The endoscopist performing EUS was blinded to the CT outcomes prior to the examination. Results Regarding pancreatic cancer staging, EUS exhibited remarkable sensitivity, specificity, and accuracy rates of 100% according to the T criterion.As for vascular invasion assessment, EUS demonstrated sensitivity, specificity, and accuracy of 100%, 95.93%, and 96%, respectively, for venous invasion. For arterial invasion, the figures were 95.65% sensitivity, 100% specificity, and an overall accuracy of 99.5%. Conclusion EUS is an effective modality for evaluating both staging and vascular invasion in pancreatic cancer, boasting exceptional sensitivity, specificity, and accuracy rates. The findings are robust enough to consider EUS a viable alternative to CT scans in evaluation, with the added advantage of EUS offering tissue sampling capability.
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Affiliation(s)
| | - Khalid A Ead
- Hepatology, Gastroenterology, and Infectious Diseases, Al-Azhar University, Assiut, EGY
| | - Mustafa A Haridy
- Hepatology, Gastroenterology, and Infectious Diseases, Al-Azhar University, Assiut, EGY
| | - Nour Shaheen
- Medicine, Alexandria University, Alexandria, EGY
| | | | | | - Mohammed F Mohammed
- Hepatology, Gastroenterology, and Infectious Diseases, Al-Azhar University, Assiut, EGY
| | - Omran Mohamed
- Hepatology, Gastroenterology, and Infectious Diseases, Al-Azhar University, Assiut, EGY
| | - Safwat S Sawy
- Hepatology, Gastroenterology, and Infectious Diseases, Al-Azhar University, Assiut, EGY
| | - Emad Abdelrazzak
- Hepatology, Gastroenterology, and Infectious Diseases, Al-Azhar University, Assiut, EGY
| | - Amro M Hassan
- Hepatology, Gastroenterology, and Infectious Diseases, Al-Azhar University, Assiut, EGY
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3
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Fraile-Martinez O, García-Montero C, Pekarek L, Saz JV, Álvarez-Mon MÁ, Barrena-Blázquez S, García-Honduvilla N, Buján J, Asúnsolo Á, Coca S, Alvarez-Mon M, Guijarro LG, Saez MA, Ortega MA. Decreased survival in patients with pancreatic cancer may be associated with an increase in histopathological expression of inflammasome marker NLRP3. Histol Histopathol 2024; 39:35-40. [PMID: 37057822 DOI: 10.14670/hh-18-617] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/15/2023]
Abstract
Pancreatic cancer is a malignant neoplasm that, despite its low frequency, has a 5-year survival rate of less than 10%. The study of different histopathological markers has allowed a better understanding of the onset and development of this type of tumor as well as facilitating an approach to clinical variables based on their diagnostic, prognostic, and predictive value. In this sense, the NLRP3 protein of the inflammasome has been shown to be a component of great relevance in the initiation and progression of pancreatic cancer, although the value of this biomarker in patients has not yet been clarified. In this study, we selected 41 patients with pancreatic cancer and followed them for 60 months (5 years), evaluating their NLRP3 expression using immunohistochemical techniques. Furthermore, by performing Kaplan-Meier curves, we evaluated the survival of these patients in relation to their NLRP3 expression. Our results show that a significant percentage of our cohort had high expression of this component (90.74%) and that there is an inverse relationship between the expression of NLRP3 and patient survival. High levels of NLRP3 expression are related to lower survival and worse prognosis in these patients, possibly due to an ineffective immune system response and increased tumor-promoted inflammation. Future studies should be aimed at confirming these results in larger groups and evaluating various clinical strategies based on this knowledge.
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Affiliation(s)
- Oscar Fraile-Martinez
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, Alcala de Henares, Spain
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), Madrid, Spain
| | - Cielo García-Montero
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, Alcala de Henares, Spain
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), Madrid, Spain
| | - Leonel Pekarek
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, Alcala de Henares, Spain
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), Madrid, Spain
- Oncology Service, Guadalajara University Hospital, Guadalajara, Spain
| | - José V Saz
- Department of Biomedicine and Biotechnology, Faculty of Medicine and Health Sciences, University of Alcalá, Alcalá de Henares, Spain
| | - Miguel Ángel Álvarez-Mon
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, Alcala de Henares, Spain
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), Madrid, Spain
| | | | - Natalio García-Honduvilla
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, Alcala de Henares, Spain
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), Madrid, Spain
| | - Julia Buján
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, Alcala de Henares, Spain
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), Madrid, Spain
| | - Ángel Asúnsolo
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, Alcala de Henares, Spain
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), Madrid, Spain
- Department of Surgery, Medical and Social Sciences, Faculty of Medicine and Health Sciences, University of Alcalá, Alcalá de Henares, Spain
| | - Santiago Coca
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, Alcala de Henares, Spain
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), Madrid, Spain
| | - Melchor Alvarez-Mon
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, Alcala de Henares, Spain
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), Madrid, Spain
- Immune System Diseases-Rheumatology, Oncology Service an Internal Medicine (CIBEREHD), University Hospital Príncipe de Asturias, Alcala de Henares, Spain
| | - Luis G Guijarro
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), Madrid, Spain
- Unit of Biochemistry and Molecular Biology, Department of System Biology, University of Alcalá, Alcala de Henares, Spain
| | - Miguel A Saez
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, Alcala de Henares, Spain
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), Madrid, Spain
- Pathological Anatomy Service, Central University Hospital of Defence-UAH Madrid, Alcala de Henares, Spain
| | - Miguel A Ortega
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, Alcala de Henares, Spain
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), Madrid, Spain
- Cancer Registry and Pathology Department, Principe de Asturias University Hospital, Alcala de Henares, Spain.
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4
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Yu W, Li M, Xia J. Identification of immunogenic cell death‑related prognostic signatures in pancreatic cancer. Oncol Lett 2023; 26:473. [PMID: 37809045 PMCID: PMC10551861 DOI: 10.3892/ol.2023.14061] [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: 12/12/2022] [Accepted: 08/22/2023] [Indexed: 10/10/2023] Open
Abstract
Targeting immunogenic cell death (ICD) may enable the response of pancreatic cancer to immune checkpoint inhibitors (ICIs). The aim of the present study was to elucidate the role of ICD-related genes in pancreatic cancer. Utilizing the k-means method, consensus clustering was employed to effectively group patients with pancreatic cancer. Subsequently, a set of differentially expressed genes was identified between the two subtypes related to ICD, facilitating the execution of a comprehensive enrichment analysis. Furthermore, the construction of an ICD-related prognostic signature (IRPS) was accomplished through LASSO Cox regression, thereby enabling the assessment of responses to both chemotherapy and immunotherapy. In addition, the biological functionality of 5'-nucleotidase ecto (NT5E) was elucidated through experimental investigations. Patients characterized as the ICD high subtype experienced a comparatively shorter overall survival. This subtype exhibited a noteworthy correlation with HLA families and immune checkpoint molecules, underscoring its immunological significance. Subsequently, patients with elevated IRPS risk scores displayed resistance towards immunotherapy interventions. Of note, synergistic downregulation of NT5E in combination with Gemcitabine was observed to significantly induce tumor cell apoptosis, emphasizing its potential therapeutic value. Leveraging ICD-related genes, a novel classification system was meticulously devised to comprehensively evaluate both the clinical outcomes and therapeutic responses of patients diagnosed with pancreatic cancer.
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Affiliation(s)
- Wenjing Yu
- Department of Laboratory Medicine, The 13th People's Hospital of Chongqing, Chongqing 400053, P.R. China
| | - Mei Li
- Department of Laboratory Medicine, The 13th People's Hospital of Chongqing, Chongqing 400053, P.R. China
| | - Jing Xia
- Department of Laboratory Medicine, The 13th People's Hospital of Chongqing, Chongqing 400053, P.R. China
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Guijarro LG, Justo Bermejo FJ, Boaru DL, De Castro-Martinez P, De Leon-Oliva D, Fraile-Martínez O, Garcia-Montero C, Alvarez-Mon M, Toledo-Lobo MDV, Ortega MA. Is Insulin Receptor Substrate4 (IRS4) a Platform Involved in the Activation of Several Oncogenes? Cancers (Basel) 2023; 15:4651. [PMID: 37760618 PMCID: PMC10526421 DOI: 10.3390/cancers15184651] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2023] [Revised: 09/06/2023] [Accepted: 09/13/2023] [Indexed: 09/29/2023] Open
Abstract
The IRS (insulin receptor substrate) family of scaffold proteins includes insulin receptor substrate-4 (IRS4), which is expressed only in a few cell lines, including human kidney, brain, liver, and thymus and some cell lines. Its N-terminus carries a phosphotyrosine-binding (PTB) domain and a pleckstrin homology domain (PH), which distinguishes it as a member of this family. In this paper, we collected data about the molecular mechanisms that explain the relevance of IRS4 in the development of cancer and identify IRS4 differences that distinguish it from IRS1 and IRS2. Search engines and different databases, such as PubMed, UniProt, ENSEMBL and SCANSITE 4.0, were used. We used the name of the protein that it encodes "(IRS-4 or IRS4)", or the combination of these terms with the word "(cancer)" or "(human)", for searches. Terms related to specific tumor pathologies ("breast", "ovary", "colon", "lung", "lymphoma", etc.) were also used. Despite the lack of knowledge on IRS4, it has been reported that some cancers and benign tumors are characterized by high levels of IRS-4 expression. Specifically, the role of IRS-4 in different types of digestive tract neoplasms, gynecological tumors, lung cancers, melanomas, hematological tumors, and other less common types of cancers has been shown. IRS4 differs from IRS1 and IRS2 in that can activate several oncogenes that regulate the PI3K/Akt cascade, such as BRK and FER, which are characterized by tyrosine kinase-like activity without regulation via extracellular ligands. In addition, IRS4 can activate the CRKL oncogene, which is an adapter protein that regulates the MAP kinase cascade. Knowledge of the role played by IRS4 in cancers at the molecular level, specifically as a platform for oncogenes, may enable the identification and validation of new therapeutic targets.
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Affiliation(s)
- Luis G. Guijarro
- Unit of Biochemistry and Molecular Biology, Department of System Biology (CIBEREHD), University of Alcalá, 28801 Alcala de Henares, Spain
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain; (D.L.B.); (D.D.L.-O.); (O.F.-M.); (C.G.-M.); (M.A.-M.); (M.A.O.)
| | | | - Diego Liviu Boaru
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain; (D.L.B.); (D.D.L.-O.); (O.F.-M.); (C.G.-M.); (M.A.-M.); (M.A.O.)
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, 28801 Alcala de Henares, Spain;
| | - Patricia De Castro-Martinez
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, 28801 Alcala de Henares, Spain;
| | - Diego De Leon-Oliva
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain; (D.L.B.); (D.D.L.-O.); (O.F.-M.); (C.G.-M.); (M.A.-M.); (M.A.O.)
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, 28801 Alcala de Henares, Spain;
| | - Oscar Fraile-Martínez
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain; (D.L.B.); (D.D.L.-O.); (O.F.-M.); (C.G.-M.); (M.A.-M.); (M.A.O.)
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, 28801 Alcala de Henares, Spain;
| | - Cielo Garcia-Montero
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain; (D.L.B.); (D.D.L.-O.); (O.F.-M.); (C.G.-M.); (M.A.-M.); (M.A.O.)
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, 28801 Alcala de Henares, Spain;
| | - Melchor Alvarez-Mon
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain; (D.L.B.); (D.D.L.-O.); (O.F.-M.); (C.G.-M.); (M.A.-M.); (M.A.O.)
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, 28801 Alcala de Henares, Spain;
- Immune System Diseases-Rheumatology, Oncology Service and Internal Medicine (CIBEREHD), University Hospital Príncipe de Asturias, 28806 Alcala de Henares, Spain
| | - María del Val Toledo-Lobo
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain; (D.L.B.); (D.D.L.-O.); (O.F.-M.); (C.G.-M.); (M.A.-M.); (M.A.O.)
- Department of Biomedicine and Biotechnology, University of Alcalá, 28801 Alcala de Henares, Spain;
| | - Miguel A. Ortega
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain; (D.L.B.); (D.D.L.-O.); (O.F.-M.); (C.G.-M.); (M.A.-M.); (M.A.O.)
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, 28801 Alcala de Henares, Spain;
- Cancer Registry and Pathology Department, Principe de Asturias University Hospital, 28806 Alcala de Henares, Spain
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6
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Marti-Bonmati L, Cerdá-Alberich L, Pérez-Girbés A, Díaz Beveridge R, Montalvá Orón E, Pérez Rojas J, Alberich-Bayarri A. Pancreatic cancer, radiomics and artificial intelligence. Br J Radiol 2022; 95:20220072. [PMID: 35687700 PMCID: PMC10996946 DOI: 10.1259/bjr.20220072] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Revised: 05/19/2022] [Accepted: 05/27/2022] [Indexed: 11/05/2022] Open
Abstract
Patients with pancreatic ductal adenocarcinoma (PDAC) are generally classified into four categories based on contrast-enhanced CT at diagnosis: resectable, borderline resectable, unresectable, and metastatic disease. In the initial grading and staging of PDAC, structured radiological templates are useful but limited, as there is a need to define the aggressiveness and microscopic disease stage of these tumours to ensure adequate treatment allocation. Quantitative imaging analysis allows radiomics and dynamic imaging features to provide information of clinical outcomes, and to construct clinical models based on radiomics signatures or imaging phenotypes. These quantitative features may be used as prognostic and predictive biomarkers in clinical decision-making, enabling personalised management of advanced PDAC. Deep learning and convolutional neural networks also provide high level bioinformatics tools that can help define features associated with a given aspect of PDAC biology and aggressiveness, paving the way to define outcomes based on these features. Thus, the prediction of tumour phenotype, treatment response and patient prognosis may be feasible by using such comprehensive and integrated radiomics models. Despite these promising results, quantitative imaging is not ready for clinical implementation in PDAC. Limitations include the instability of metrics and lack of external validation. Large properly annotated datasets, including relevant semantic features (demographics, blood markers, genomics), image harmonisation, robust radiomics analysis, clinically significant tasks as outputs, comparisons with gold-standards (such as TNM or pretreatment classifications) and fully independent validation cohorts, will be required for the development of trustworthy radiomics and artificial intelligence solutions to predict PDAC aggressiveness in a clinical setting.
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Affiliation(s)
- Luis Marti-Bonmati
- GIBI230 Research Group on Biomedical Imaging, Instituto de
Investigación Sanitaria La Fe,
Valencia, Spain
- Department of Radiology, Hospital Universitario y
Politécnico La Fe, Valencia,
Spain
| | - Leonor Cerdá-Alberich
- GIBI230 Research Group on Biomedical Imaging, Instituto de
Investigación Sanitaria La Fe,
Valencia, Spain
| | | | | | - Eva Montalvá Orón
- Department of Surgery, Hospital Universitario y
Politécnico La Fe, Valencia,
Spain
| | - Judith Pérez Rojas
- Department of Pathology, Hospital Universitario y
Politécnico La Fe, Valencia,
Spain
| | - Angel Alberich-Bayarri
- GIBI230 Research Group on Biomedical Imaging, Instituto de
Investigación Sanitaria La Fe,
Valencia, Spain
- Quantitative Imaging Biomarkers in Medicine, Quibim
SL, Valencia,
Spain
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Oxidative Stress Markers Are Associated with a Poor Prognosis in Patients with Pancreatic Cancer. Antioxidants (Basel) 2022; 11:antiox11040759. [PMID: 35453444 PMCID: PMC9029757 DOI: 10.3390/antiox11040759] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Revised: 04/04/2022] [Accepted: 04/07/2022] [Indexed: 02/01/2023] Open
Abstract
Pancreatic cancer is a malignancy of rising prevalence, especially in developed countries where dietary patterns and sedentariness favor its onset. This malady ranks seventh in cancer-related deaths in the world, although it is expected to rank second in the coming years, behind lung cancer. The low survival rate is due to the asymptomatic course of the early stages, which in many cases leads to metastases when becoming evident in advanced stages. In this context, molecular pathology is on the way towards finding new approaches with biomarkers that allow a better prognosis and monitoring of patients. So the present study aims to evaluate a series of molecular biomarkers, PARP1, NOX1, NOX2, eNOS and iNOS, as promising candidates for prognosis and survival by using immunohistochemistry. The analysis performed in 41 patients with pancreatic cancer showed a correlation between a high expression of all these components with a low survival rate, with high statistical power for all. In addition, a 60-month longitudinal surveillance program was managed, accompanied by several clinical parameters. The derivative Kaplan–Meier curves indicated a low cumulative survival rate as well. Ultimately, our research emphasized the value of these molecules as survival-associated biomarkers in pancreatic cancer, offering new gates for clinical management.
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Pekarek L, Fraile-Martinez O, Garcia-Montero C, Saez MA, Barquero-Pozanco I, del Hierro-Marlasca L, de Castro Martinez P, Romero-Bazán A, Alvarez-Mon MA, Monserrat J, García-Honduvilla N, Buján J, Alvarez-Mon M, Guijarro LG, Ortega MA. Clinical Applications of Classical and Novel Biological Markers of Pancreatic Cancer. Cancers (Basel) 2022; 14:cancers14081866. [PMID: 35454771 PMCID: PMC9029823 DOI: 10.3390/cancers14081866] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2022] [Revised: 04/02/2022] [Accepted: 04/06/2022] [Indexed: 01/27/2023] Open
Abstract
The incidence and prevalence of pancreatic adenocarcinoma have increased in recent years. Pancreatic cancer is the seventh leading cause of cancer death, but it is projected to become the second leading cause of cancer-related mortality by 2040. Most patients are diagnosed in an advanced stage of the disease, with very limited 5-year survival. The discovery of different tissue markers has elucidated the underlying pathophysiology of pancreatic adenocarcinoma and allowed stratification of patient risk at different stages and assessment of tumour recurrence. Due to the invasive capacity of this tumour and the absence of screening markers, new immunohistochemical and serological markers may be used as prognostic markers for recurrence and in the study of possible new therapeutic targets because the survival of these patients is low in most cases. The present article reviews the currently used main histopathological and serological markers and discusses the main characteristics of markers under development.
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Affiliation(s)
- Leonel Pekarek
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, 28801 Alcala de Henares, Spain; (L.P.); (C.G.-M.); (M.A.S.); (I.B.-P.); (L.d.H.-M.); (P.d.C.M.); (A.R.-B.); (M.A.A.-M.); (J.M.); (N.G.-H.); (J.B.); (M.A.-M.)
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain;
- Oncology Service, Guadalajara University Hospital, 19002 Guadalajara, Spain
| | - Oscar Fraile-Martinez
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, 28801 Alcala de Henares, Spain; (L.P.); (C.G.-M.); (M.A.S.); (I.B.-P.); (L.d.H.-M.); (P.d.C.M.); (A.R.-B.); (M.A.A.-M.); (J.M.); (N.G.-H.); (J.B.); (M.A.-M.)
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain;
- Correspondence: (O.F.-M.); (M.A.O.)
| | - Cielo Garcia-Montero
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, 28801 Alcala de Henares, Spain; (L.P.); (C.G.-M.); (M.A.S.); (I.B.-P.); (L.d.H.-M.); (P.d.C.M.); (A.R.-B.); (M.A.A.-M.); (J.M.); (N.G.-H.); (J.B.); (M.A.-M.)
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain;
| | - Miguel A. Saez
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, 28801 Alcala de Henares, Spain; (L.P.); (C.G.-M.); (M.A.S.); (I.B.-P.); (L.d.H.-M.); (P.d.C.M.); (A.R.-B.); (M.A.A.-M.); (J.M.); (N.G.-H.); (J.B.); (M.A.-M.)
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain;
- Pathological Anatomy Service, Central University Hospital of Defence-UAH Madrid, 28801 Alcala de Henares, Spain
| | - Ines Barquero-Pozanco
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, 28801 Alcala de Henares, Spain; (L.P.); (C.G.-M.); (M.A.S.); (I.B.-P.); (L.d.H.-M.); (P.d.C.M.); (A.R.-B.); (M.A.A.-M.); (J.M.); (N.G.-H.); (J.B.); (M.A.-M.)
| | - Laura del Hierro-Marlasca
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, 28801 Alcala de Henares, Spain; (L.P.); (C.G.-M.); (M.A.S.); (I.B.-P.); (L.d.H.-M.); (P.d.C.M.); (A.R.-B.); (M.A.A.-M.); (J.M.); (N.G.-H.); (J.B.); (M.A.-M.)
| | - Patricia de Castro Martinez
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, 28801 Alcala de Henares, Spain; (L.P.); (C.G.-M.); (M.A.S.); (I.B.-P.); (L.d.H.-M.); (P.d.C.M.); (A.R.-B.); (M.A.A.-M.); (J.M.); (N.G.-H.); (J.B.); (M.A.-M.)
| | - Adoración Romero-Bazán
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, 28801 Alcala de Henares, Spain; (L.P.); (C.G.-M.); (M.A.S.); (I.B.-P.); (L.d.H.-M.); (P.d.C.M.); (A.R.-B.); (M.A.A.-M.); (J.M.); (N.G.-H.); (J.B.); (M.A.-M.)
| | - Miguel A. Alvarez-Mon
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, 28801 Alcala de Henares, Spain; (L.P.); (C.G.-M.); (M.A.S.); (I.B.-P.); (L.d.H.-M.); (P.d.C.M.); (A.R.-B.); (M.A.A.-M.); (J.M.); (N.G.-H.); (J.B.); (M.A.-M.)
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain;
| | - Jorge Monserrat
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, 28801 Alcala de Henares, Spain; (L.P.); (C.G.-M.); (M.A.S.); (I.B.-P.); (L.d.H.-M.); (P.d.C.M.); (A.R.-B.); (M.A.A.-M.); (J.M.); (N.G.-H.); (J.B.); (M.A.-M.)
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain;
| | - Natalio García-Honduvilla
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, 28801 Alcala de Henares, Spain; (L.P.); (C.G.-M.); (M.A.S.); (I.B.-P.); (L.d.H.-M.); (P.d.C.M.); (A.R.-B.); (M.A.A.-M.); (J.M.); (N.G.-H.); (J.B.); (M.A.-M.)
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain;
| | - Julia Buján
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, 28801 Alcala de Henares, Spain; (L.P.); (C.G.-M.); (M.A.S.); (I.B.-P.); (L.d.H.-M.); (P.d.C.M.); (A.R.-B.); (M.A.A.-M.); (J.M.); (N.G.-H.); (J.B.); (M.A.-M.)
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain;
| | - Melchor Alvarez-Mon
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, 28801 Alcala de Henares, Spain; (L.P.); (C.G.-M.); (M.A.S.); (I.B.-P.); (L.d.H.-M.); (P.d.C.M.); (A.R.-B.); (M.A.A.-M.); (J.M.); (N.G.-H.); (J.B.); (M.A.-M.)
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain;
- Immune System Diseases-Rheumatology, Oncology Service an Internal Medicine (CIBEREHD), University Hospital Príncipe de Asturias, 28806 Alcala de Henares, Spain
| | - Luis G. Guijarro
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain;
- Unit of Biochemistry and Molecular Biology, Department of System Biology (CIBEREHD), University of Alcalá, 28801 Alcala de Henares, Spain
| | - Miguel A. Ortega
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, 28801 Alcala de Henares, Spain; (L.P.); (C.G.-M.); (M.A.S.); (I.B.-P.); (L.d.H.-M.); (P.d.C.M.); (A.R.-B.); (M.A.A.-M.); (J.M.); (N.G.-H.); (J.B.); (M.A.-M.)
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain;
- Cancer Registry and Pathology Department, Principe de Asturias University Hospital, 28806 Alcala de Henares, Spain
- Correspondence: (O.F.-M.); (M.A.O.)
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