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Varinelli L, Battistessa D, Guaglio M, Zanutto S, Illescas O, Lorenc EJ, Pisati F, Kusamura S, Cattaneo L, Sabella G, Milione M, Perbellini A, Noci S, Paolino C, Khun E, Galassi M, Cavalleri T, Deraco M, Gariboldi M, Baratti D. Colorectal carcinoma peritoneal metastases-derived organoids: results and perspective of a model for tailoring hyperthermic intraperitoneal chemotherapy from bench-to-bedside. J Exp Clin Cancer Res 2024; 43:132. [PMID: 38698446 PMCID: PMC11064374 DOI: 10.1186/s13046-024-03052-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2024] [Accepted: 04/19/2024] [Indexed: 05/05/2024] Open
Abstract
BACKGROUND Peritoneal metastases from colorectal cancer (CRCPM) are related to poor prognosis. Cytoreductive surgery (CRS) and hyperthermic intraperitoneal chemotherapy (HIPEC) have been reported to improve survival, but peritoneal recurrence rates are still high and there is no consensus on the drug of choice for HIPEC. The aim of this study was to use patient derived organoids (PDO) to build a relevant CRCPM model to improve HIPEC efficacy in a comprehensive bench-to-bedside strategy. METHODS Oxaliplatin (L-OHP), cisplatin (CDDP), mitomycin-c (MMC) and doxorubicin (DOX) were used to mimic HIPEC on twelve PDO lines derived from twelve CRCPM patients, using clinically relevant concentrations. After chemotherapeutic interventions, cell viability was assessed with a luminescent assay, and the obtained dose-response curves were used to determine the half-maximal inhibitory concentrations. Also, induction of apoptosis by different HIPEC interventions on PDOs was studied by evaluating CASPASE3 cleavage. RESULTS Response to drug treatments varied considerably among PDOs. The two schemes with better response at clinically relevant concentrations included MMC alone or combined with CDDP. L-OHP showed relative efficacy only when administered at low concentrations over a long perfusion period. PDOs showed that the short course/high dose L-OHP scheme did not appear to be an effective choice for HIPEC in CRCPM. HIPEC administered under hyperthermia conditions enhanced the effect of chemotherapy drugs against cancer cells, affecting PDO viability and apoptosis. Finally, PDO co-cultured with cancer-associated fibroblast impacted HIPEC treatments by increasing PDO viability and reducing CASPASES activity. CONCLUSIONS Our study suggests that PDOs could be a reliable in vitro model to evaluate HIPEC schemes at individual-patient level and to develop more effective treatment strategies for CRCPM.
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Affiliation(s)
- Luca Varinelli
- Department of Experimental Oncology, Molecular Epigenomics Unit, Fondazione IRCCS Istituto Nazionale Tumori, Via G. Venezian 1, Milan, 20133, Italy
| | - Davide Battistessa
- Department of Experimental Oncology, Molecular Epigenomics Unit, Fondazione IRCCS Istituto Nazionale Tumori, Via G. Venezian 1, Milan, 20133, Italy
| | - Marcello Guaglio
- Peritoneal Surface Malignancies Unit, Colorectal Surgery, Fondazione IRCCS Istituto Nazionale Tumori, Via G. Venezian 1, Milan, 20133, Italy
| | - Susanna Zanutto
- Department of Experimental Oncology, Molecular Epigenomics Unit, Fondazione IRCCS Istituto Nazionale Tumori, Via G. Venezian 1, Milan, 20133, Italy
| | - Oscar Illescas
- Department of Experimental Oncology, Molecular Epigenomics Unit, Fondazione IRCCS Istituto Nazionale Tumori, Via G. Venezian 1, Milan, 20133, Italy
| | - Ewelina J Lorenc
- Department of Experimental Oncology, Molecular Epigenomics Unit, Fondazione IRCCS Istituto Nazionale Tumori, Via G. Venezian 1, Milan, 20133, Italy
| | - Federica Pisati
- Cogentech Ltd. Benefit Corporation With a Sole Shareholder, Via Adamello 16, Milan, 20139, Italy
| | - Shigeki Kusamura
- Peritoneal Surface Malignancies Unit, Colorectal Surgery, Fondazione IRCCS Istituto Nazionale Tumori, Via G. Venezian 1, Milan, 20133, Italy
| | - Laura Cattaneo
- Pathology and Laboratory Medicine Department, Fondazione IRCCS Istituto Nazionale Dei Tumori Di Milano, Via G. Venezian 1, Milan, 20133, Italy
| | - Giovanna Sabella
- Pathology and Laboratory Medicine Department, Fondazione IRCCS Istituto Nazionale Dei Tumori Di Milano, Via G. Venezian 1, Milan, 20133, Italy
| | - Massimo Milione
- Pathology and Laboratory Medicine Department, Fondazione IRCCS Istituto Nazionale Dei Tumori Di Milano, Via G. Venezian 1, Milan, 20133, Italy
| | - Alessia Perbellini
- Department of Experimental Oncology, Molecular Epigenomics Unit, Fondazione IRCCS Istituto Nazionale Tumori, Via G. Venezian 1, Milan, 20133, Italy
| | - Sara Noci
- Department of Experimental Oncology, Molecular Epigenomics Unit, Fondazione IRCCS Istituto Nazionale Tumori, Via G. Venezian 1, Milan, 20133, Italy
| | - Cinzia Paolino
- Department of Experimental Oncology, Molecular Epigenomics Unit, Fondazione IRCCS Istituto Nazionale Tumori, Via G. Venezian 1, Milan, 20133, Italy
| | - Elisabetta Khun
- Department of Biomedical, Surgical and Dental Sciences, University of Milan, Milan, 20122, Italy
- Pathology Unit, Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, 20122, Italy
| | - Margherita Galassi
- Centrale Produzione Farmaci, Hospital Pharmacy, Fondazione IRCCS Istituto Nazionale Dei Tumori Di Milano, Via G. Venezian 1, Milan, 20133, Italy
| | - Tommaso Cavalleri
- Peritoneal Surface Malignancies Unit, Colorectal Surgery, Fondazione IRCCS Istituto Nazionale Tumori, Via G. Venezian 1, Milan, 20133, Italy
| | - Marcello Deraco
- Peritoneal Surface Malignancies Unit, Colorectal Surgery, Fondazione IRCCS Istituto Nazionale Tumori, Via G. Venezian 1, Milan, 20133, Italy.
| | - Manuela Gariboldi
- Department of Experimental Oncology, Molecular Epigenomics Unit, Fondazione IRCCS Istituto Nazionale Tumori, Via G. Venezian 1, Milan, 20133, Italy
| | - Dario Baratti
- Peritoneal Surface Malignancies Unit, Colorectal Surgery, Fondazione IRCCS Istituto Nazionale Tumori, Via G. Venezian 1, Milan, 20133, Italy
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Illescas O, Ferrero G, Belfiore A, Pardini B, Tarallo S, Ciniselli CM, Noci S, Daveri E, Signoroni S, Cattaneo L, Mancini A, Morelli D, Milione M, Cordero F, Rivoltini L, Verderio P, Pasanisi P, Vitellaro M, Naccarati A, Gariboldi M. Modulation of faecal miRNAs highlights the preventive effects of a Mediterranean low-inflammatory dietary intervention. Clin Nutr 2024; 43:951-959. [PMID: 38422953 DOI: 10.1016/j.clnu.2024.02.023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Revised: 02/22/2024] [Accepted: 02/23/2024] [Indexed: 03/02/2024]
Abstract
BACKGROUND Dietary interventions have been proposed as therapeutic approaches for several diseases, including cancer. A low-inflammatory Mediterranean dietary intervention, conducted as a pilot study in subjects with Familial Adenomatous Polyposis (FAP), reduced markers of local and systemic inflammation. We aim to determine whether this diet may modulate faecal microRNA (miRNA) and gene expression in the gut. METHODS Changes in the faecal miRNome were evaluated by small RNA sequencing at baseline (T0), after the three-month intervention (T1), and after an additional three months (T2). Changes in the transcriptome of healthy rectal mucosa and adenomas were evaluated by RNA sequencing at T0 and T2. The identification of validated miRNA-gene interactions and functional analysis of miRNA targets were performed using in silico approaches. RESULTS Twenty-seven subjects were included in this study. It was observed that the diet modulated 29 faecal miRNAs (p < 0.01; |log2 Fold Change|>1), and this modulation persisted for three months after the intervention. Levels of miR-3612-3p and miR-941 correlated with the adherence to the diet, miR-3670 and miR-4252-5p with faecal calprotectin, and miR-3670 and miR-6867 with serum calprotectin. Seventy genes were differentially expressed between adenoma and normal tissue, and most were different before the dietary intervention but reached similar levels after the diet. Functional enrichment analysis identified the proinflammatory ERK1/2, cell cycle regulation, and nutrient response pathways as commonly regulated by the modulated miRNAs and genes. CONCLUSIONS Faecal miRNAs modulated by the dietary intervention target genes that participate in inflammation. Changes in levels of miRNAs and genes with oncogenic and tumour suppressor functions further support the potential cancer-preventive effect of the low-inflammatory Mediterranean diet. CLINICAL TRIAL NUMBER REGISTRATION NCT04552405, Registered in ClinicalTrials.gov.
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Affiliation(s)
- Oscar Illescas
- Molecular Epigenomics Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Giulio Ferrero
- Dept. of Clinical and Biological Sciences, University of Turin, Turin, Italy; Dept. of Computer Science, University of Turin, Turin, Italy
| | - Antonino Belfiore
- First Pathology Division, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Barbara Pardini
- Italian Institute for Genomic Medicine (IIGM), c/o IRCCS Candiolo, Turin, Italy; Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Turin, Italy
| | - Sonia Tarallo
- Italian Institute for Genomic Medicine (IIGM), c/o IRCCS Candiolo, Turin, Italy; Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Turin, Italy
| | - Chiara M Ciniselli
- Bioinformatics and Biostatistics Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Sara Noci
- Molecular Epigenomics Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Elena Daveri
- Unit of Immunotherapy of Human Tumors, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Stefano Signoroni
- Hereditary Digestive Tract Tumors Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Laura Cattaneo
- First Pathology Division, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Andrea Mancini
- Diagnostic and Therapeutic Endoscopy Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Daniele Morelli
- Laboratory Medicine Division, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Massimo Milione
- First Pathology Division, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Francesca Cordero
- Dept. of Clinical and Biological Sciences, University of Turin, Turin, Italy; Dept. of Computer Science, University of Turin, Turin, Italy
| | - Licia Rivoltini
- Unit of Immunotherapy of Human Tumors, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Paolo Verderio
- Bioinformatics and Biostatistics Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Patrizia Pasanisi
- Unit of Epidemiology and Prevention, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Marco Vitellaro
- Hereditary Digestive Tract Tumors Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Alessio Naccarati
- Italian Institute for Genomic Medicine (IIGM), c/o IRCCS Candiolo, Turin, Italy; Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Turin, Italy
| | - Manuela Gariboldi
- Molecular Epigenomics Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy.
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Minnai F, Noci S, Mangano N, De Cecco L, Meazza C, Terenziani M, Massimino M, Colombo F. A pilot exome sequencing study suggests that germline variants influence methotrexate-induced toxicities in pediatric patients with localized osteosarcoma. Pediatr Blood Cancer 2023:e30501. [PMID: 37338505 DOI: 10.1002/pbc.30501] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Revised: 05/30/2023] [Accepted: 06/05/2023] [Indexed: 06/21/2023]
Abstract
INTRODUCTION Osteosarcoma (OS) is a rare pediatric cancer for which therapeutic approaches, including chemotherapy and surgery, show a wide interindividual variability in patient response, both in terms of adverse events and therapy efficacy. There is growing evidence that this individual variable response to therapies is also influenced by inherited genetic variations. However, the results obtained to date in these pediatric cancers have been contradictory and often lack validation in independent series. Additionally, these studies frequently focused only on a limited number of polymorphisms in candidate genes. METHODS In order to identify germline coding variations associated with individual differences in adverse events occurrence in pediatric patients affected by localized OS, we carried out an exome-wide association study in 24 OS patients treated with methotrexate, cisplatin, and doxorubicin, using the SNP-Set (Sequence) Kernel Association Test (SKAT), optimized for small sample size. RESULTS Gene sets significantly associated (FDR < .05) with neutropenia and hepatotoxicity induced by methotrexate were identified. Some of the identified genes map in loci previously associated with similar phenotypes (e.g., leukocyte count, alkaline phosphatase levels). CONCLUSION Further studies in larger series and with functional characterization of the identified associations are needed; nonetheless, this pilot study prompts the relevance of broadly investigating variants along the whole genome, to identify new potential pharmacogenes, beyond drug metabolism, transport, and receptor candidate genes.
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Affiliation(s)
- Francesca Minnai
- Institute for Biomedical Technologies, National Research Council, Segrate (MI), Italy
- Department of Medical Biotechnology and Translational Medicine (BioMeTra), Università degli Studi di Milano, Milan, Italy
| | - Sara Noci
- Genetic Epidemiology and Pharmacogenomics, Department of Research, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Nunzia Mangano
- Genetic Epidemiology and Pharmacogenomics, Department of Research, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Loris De Cecco
- Integrated Biology of Rare Tumors Unit, Department of Research, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Cristina Meazza
- Pediatric Oncology Unit, Department of Medical Oncology and Hematology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Monica Terenziani
- Pediatric Oncology Unit, Department of Medical Oncology and Hematology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Maura Massimino
- Pediatric Oncology Unit, Department of Medical Oncology and Hematology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Francesca Colombo
- Institute for Biomedical Technologies, National Research Council, Segrate (MI), Italy
- Genetic Epidemiology and Pharmacogenomics, Department of Research, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
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Dragani TA, Muley T, Schneider MA, Kobinger S, Eichhorn M, Winter H, Hoffmann H, Kriegsmann M, Noci S, Incarbone M, Tosi D, Franzi S, Colombo F. Lung Adenocarcinoma Diagnosed at a Younger Age Is Associated with Advanced Stage, Female Sex, and Ever-Smoker Status, in Patients Treated with Lung Resection. Cancers (Basel) 2023; 15:cancers15082395. [PMID: 37190323 DOI: 10.3390/cancers15082395] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Revised: 04/06/2023] [Accepted: 04/19/2023] [Indexed: 05/17/2023] Open
Abstract
To date, the factors which affect the age at diagnosis of lung adenocarcinoma are not fully understood. In our study, we examined the relationships of age at diagnosis with smoking, pathological stage, sex, and year of diagnosis in a discovery (n = 1694) and validation (n = 1384) series of lung adenocarcinoma patients who had undergone pulmonary resection at hospitals in the Milan area and at Thoraxklinik (Heidelberg), respectively. In the discovery series, younger age at diagnosis was associated with ever-smoker status (OR = 1.5, p = 0.0035) and advanced stage (taking stage I as reference: stage III OR = 1.4, p = 0.0067; stage IV OR = 1.7, p = 0.0080), whereas older age at diagnosis was associated with male sex (OR = 0.57, p < 0.001). Analysis in the validation series confirmed the ever versus never smokers' association (OR = 2.9, p < 0.001), the association with highest stages (stage III versus stage I OR = 1.4, p = 0.0066; stage IV versus stage I OR = 2.0, p = 0.0022), and the male versus female sex association (OR = 0.78, p = 0.032). These data suggest the role of smoking in affecting the natural history of the disease. Moreover, aggressive tumours seem to have shorter latency from initiation to clinical detection. Finally, younger age at diagnosis is associated with the female sex, suggesting that hormonal status of young women confers risk to develop lung adenocarcinoma. Overall, this study provided novel findings on the mechanisms underlying age at diagnosis of lung adenocarcinoma.
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Affiliation(s)
- Tommaso A Dragani
- Department of Research, Fondazione IRCCS Istituto Nazionale dei Tumori, 20133 Milan, Italy
| | - Thomas Muley
- Translational Research Unit (STF), Thoraxklinik, Heidelberg University Hospital, 69126 Heidelberg, Germany
- Translational Lung Research Center (TLRC), German Center for Lung Research (DZL), 69120 Heidelberg, Germany
| | - Marc A Schneider
- Translational Research Unit (STF), Thoraxklinik, Heidelberg University Hospital, 69126 Heidelberg, Germany
- Translational Lung Research Center (TLRC), German Center for Lung Research (DZL), 69120 Heidelberg, Germany
| | - Sonja Kobinger
- Department of Thoracic Surgery, Thoraxklinik, Heidelberg University Hospital, 69126 Heidelberg, Germany
| | - Martin Eichhorn
- Department of Thoracic Surgery, Thoraxklinik, Heidelberg University Hospital, 69126 Heidelberg, Germany
| | - Hauke Winter
- Translational Lung Research Center (TLRC), German Center for Lung Research (DZL), 69120 Heidelberg, Germany
- Department of Thoracic Surgery, Thoraxklinik, Heidelberg University Hospital, 69126 Heidelberg, Germany
| | - Hans Hoffmann
- Department of Thoracic Surgery, Klinikum Rechts der Isar, Technische Universität München, 81675 Munich, Germany
| | - Mark Kriegsmann
- Translational Lung Research Center (TLRC), German Center for Lung Research (DZL), 69120 Heidelberg, Germany
- Institute of Pathology, Heidelberg University Hospital, 69120 Heidelberg, Germany
| | - Sara Noci
- Department of Research, Fondazione IRCCS Istituto Nazionale dei Tumori, 20133 Milan, Italy
| | - Matteo Incarbone
- Department of Surgery, IRCCS Multimedica, 20099 Sesto San Giovanni, Italy
| | - Davide Tosi
- Thoracic Surgery and Lung Transplantation, Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, 20122 Milan, Italy
| | - Sara Franzi
- Thoracic Surgery and Lung Transplantation, Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, 20122 Milan, Italy
| | - Francesca Colombo
- Department of Research, Fondazione IRCCS Istituto Nazionale dei Tumori, 20133 Milan, Italy
- Institute for Biomedical Technologies, CNR, 20054 Segrate, Italy
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Minnai F, Noci S, Chierici M, Cotroneo CE, Bartolini B, Incarbone M, Tosi D, Mattioni G, Jurman G, Dragani TA, Colombo F. Genetic predisposition to lung adenocarcinoma outcome is a feature already present in patients' noninvolved lung tissue. Cancer Sci 2022; 114:281-294. [PMID: 36114746 PMCID: PMC9807507 DOI: 10.1111/cas.15591] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2022] [Revised: 08/23/2022] [Accepted: 09/12/2022] [Indexed: 01/07/2023] Open
Abstract
Emerging evidence suggests that the prognosis of patients with lung adenocarcinoma can be determined from germline variants and transcript levels in nontumoral lung tissue. Gene expression data from noninvolved lung tissue of 483 lung adenocarcinoma patients were tested for correlation with overall survival using multivariable Cox proportional hazard and multivariate machine learning models. For genes whose transcript levels are associated with survival, we used genotype data from 414 patients to identify germline variants acting as cis-expression quantitative trait loci (eQTLs). Associations of eQTL variant genotypes with gene expression and survival were tested. Levels of four transcripts were inversely associated with survival by Cox analysis (CLCF1, hazard ratio [HR] = 1.53; CNTNAP1, HR = 2.17; DUSP14, HR = 1.78; and MT1F: HR = 1.40). Machine learning analysis identified a signature of transcripts associated with lung adenocarcinoma outcome that was largely overlapping with the transcripts identified by Cox analysis, including the three most significant genes (CLCF1, CNTNAP1, and DUSP14). Pathway analysis indicated that the signature is enriched for ECM components. We identified 32 cis-eQTLs for CNTNAP1, including 6 with an inverse correlation and 26 with a direct correlation between the number of minor alleles and transcript levels. Of these, all but one were prognostic: the six with an inverse correlation were associated with better prognosis (HR < 1) while the others were associated with worse prognosis. Our findings provide supportive evidence that genetic predisposition to lung adenocarcinoma outcome is a feature already present in patients' noninvolved lung tissue.
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Affiliation(s)
- Francesca Minnai
- Institute for Biomedical TechnologiesNational Research CouncilSegrateItaly
| | - Sara Noci
- Department of ResearchFondazione IRCCS Istituto Nazionale dei TumoriMilanItaly
| | - Marco Chierici
- Data Science for Health Research UnitBruno Kessler FoundationTrentoItaly
| | | | - Barbara Bartolini
- Department of ResearchFondazione IRCCS Istituto Nazionale dei TumoriMilanItaly
| | | | - Davide Tosi
- Thoracic Surgery and Lung Transplantation UnitFondazione IRCCS Cà Granda Ospedale Maggiore PoliclinicoMilanItaly
| | - Giovanni Mattioni
- Thoracic Surgery and Lung Transplantation UnitFondazione IRCCS Cà Granda Ospedale Maggiore PoliclinicoMilanItaly
| | - Giuseppe Jurman
- Data Science for Health Research UnitBruno Kessler FoundationTrentoItaly
| | - Tommaso A. Dragani
- Department of ResearchFondazione IRCCS Istituto Nazionale dei TumoriMilanItaly
| | - Francesca Colombo
- Institute for Biomedical TechnologiesNational Research CouncilSegrateItaly
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Colombo F, Illescas O, Noci S, Minnai F, Pintarelli G, Pettinicchio A, Vannelli A, Sorrentino L, Battaglia L, Cosimelli M, Dragani TA, Gariboldi M. Gut microbiota composition in colorectal cancer patients is genetically regulated. Sci Rep 2022; 12:11424. [PMID: 35794137 PMCID: PMC9259655 DOI: 10.1038/s41598-022-15230-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Accepted: 06/21/2022] [Indexed: 12/21/2022] Open
Abstract
AbstractThe risk of colorectal cancer (CRC) depends on environmental and genetic factors. Among environmental factors, an imbalance in the gut microbiota can increase CRC risk. Also, microbiota is influenced by host genetics. However, it is not known if germline variants influence CRC development by modulating microbiota composition. We investigated germline variants associated with the abundance of bacterial populations in the normal (non-involved) colorectal mucosa of 93 CRC patients and evaluated their possible role in disease. Using a multivariable linear regression, we assessed the association between germline variants identified by genome wide genotyping and bacteria abundances determined by 16S rRNA gene sequencing. We identified 37 germline variants associated with the abundance of the genera Bacteroides, Ruminococcus, Akkermansia, Faecalibacterium and Gemmiger and with alpha diversity. These variants are correlated with the expression of 58 genes involved in inflammatory responses, cell adhesion, apoptosis and barrier integrity. Genes and bacteria appear to be involved in the same processes. In fact, expression of the pro-inflammatory genes GAL, GSDMD and LY6H was correlated with the abundance of Bacteroides, which has pro-inflammatory properties; abundance of the anti-inflammatory genus Faecalibacterium correlated with expression of KAZN, with barrier-enhancing functions. Both the microbiota composition and local inflammation are regulated, at least partially, by the same germline variants. These variants may regulate the microenvironment in which bacteria grow and predispose to the development of cancer. Identification of these variants is the first step to identifying higher-risk individuals and proposing tailored preventive treatments that increase beneficial bacterial populations.
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Maspero D, Dassano A, Pintarelli G, Noci S, De Cecco L, Incarbone M, Tosi D, Santambrogio L, Dragani TA, Colombo F. Read-through transcripts in lung: germline genetic regulation and correlation with the expression of other genes. Carcinogenesis 2021; 41:918-926. [PMID: 32157280 DOI: 10.1093/carcin/bgaa020] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2019] [Revised: 01/24/2020] [Accepted: 03/06/2020] [Indexed: 11/14/2022] Open
Abstract
Transcripts originating from the transcriptional read through of two adjacent, similarly oriented genes have been identified in normal and neoplastic tissues, but their functional role and the mechanisms that regulate their expression are mostly unknown. Here, we investigated whether the expression of read-through transcripts previously identified in the non-involved lung tissue of lung adenocarcinoma patients was genetically regulated. Data on genome-wide single nucleotide variant genotypes and expression levels of 10 read-through transcripts in 201 samples of lung tissue were combined to identify expression quantitative trait loci (eQTLs). Then, to identify genes whose expression levels correlated with the 10 read-through transcripts, we used whole transcriptome profiles available for 154 patients. For 8 read-though transcripts, we identified 60 eQTLs (false discovery rate <0.05), including 17 cis-eQTLs and 43 trans-eQTLs. These eQTLs did not maintain their behavior on the 'parental' genes involved in the read-through transcriptional event. The expression levels of 7 read-through transcripts were found to correlate with the expression of other genes: CHIA-PIFO and CTSC-RAB38 correlated with CHIA and RAB38, respectively, while 5 other read-through transcripts correlated with 43 unique non-parental transcripts; thus offering indications about the molecular processes in which these chimeric transcripts may be involved. We confirmed 9 eQTLs (for 4 transcripts) in the non-involved lung tissue from an independent series of 188 lung adenocarcinoma patients. Therefore, this study indicates that the expression of four read-through transcripts in normal lung tissue is under germline genetic regulation, and that this regulation is independent of that of the genes involved in the read-through event.
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Affiliation(s)
- Davide Maspero
- Genetic Epidemiology and Pharmacogenomics Unit, Department of Research, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy.,Department of Informatics, Systems and Communication, University of Milan-Bicocca, Milan, Italy
| | - Alice Dassano
- Genetic Epidemiology and Pharmacogenomics Unit, Department of Research, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Giulia Pintarelli
- Genetic Epidemiology and Pharmacogenomics Unit, Department of Research, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Sara Noci
- Genetic Epidemiology and Pharmacogenomics Unit, Department of Research, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Loris De Cecco
- Platform of Integrated Biology, Department of Applied Research and Technology Development, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Matteo Incarbone
- Department of Surgery, IRCCS Multimedica, Sesto S. Giovanni, Milan, Italy
| | - Davide Tosi
- Department of Surgery, Fondazione IRCCS Cà Granda Ospedale Maggiore Policlinico, Università degli Studi di Milano, Milan, Italy
| | - Luigi Santambrogio
- Department of Surgery, Fondazione IRCCS Cà Granda Ospedale Maggiore Policlinico, Università degli Studi di Milano, Milan, Italy
| | - Tommaso A Dragani
- Genetic Epidemiology and Pharmacogenomics Unit, Department of Research, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Francesca Colombo
- Genetic Epidemiology and Pharmacogenomics Unit, Department of Research, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
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Colombo F, Pintarelli G, Galvan A, Noci S, Corli O, Skorpen F, Klepstad P, Kaasa S, Pigni A, Brunelli C, Roberto A, Piazza R, Pirola A, Gambacorti-Passerini C, Caraceni AT. Identification of genetic polymorphisms modulating nausea and vomiting in two series of opioid-treated cancer patients. Sci Rep 2020; 10:542. [PMID: 31953506 PMCID: PMC6969029 DOI: 10.1038/s41598-019-57358-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2019] [Accepted: 11/18/2019] [Indexed: 01/27/2023] Open
Abstract
Nausea and vomiting are often associated with opioid analgesia in cancer patients; however, only a subset of patients develop such side effects. Here, we tested the hypothesis that the occurrence of nausea and vomiting is modulated by the genetic background of the patients. Whole exome sequencing of DNA pools from patients with either low (n = 937) or high (n = 557) nausea and vomiting intensity, recruited in the European Pharmacogenetic Opioid Study, revealed a preliminary association of 53 polymorphisms. PCR-based genotyping of 45 of these polymorphisms in the individual patients of the same series confirmed the association for six SNPs in AIM1L, CLCC1, MUC16, PDE3A, POM121L2, and ZNF165 genes. Genotyping of the same 45 polymorphisms in 264 patients of the Italian CERP study, also treated with opioids for cancer pain, instead confirmed the association for two SNPs in ZNF568 and PDE3A genes. Only one SNP, rs12305038 in PDE3A, was confirmed in both series, although with opposite effects of the minor allele on the investigated phenotype. Overall, our findings suggest that genetic factors are indeed associated with nausea and vomiting in opioid-treated cancer patients, but the role of individual polymorphisms may be weak.
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Affiliation(s)
| | | | | | - Sara Noci
- Fondazione IRCCS Istituto Nazionale Tumori, Milan, Italy
| | - Oscar Corli
- Pain and Palliative Care Research Unit, IRCCS Istituto di Ricerche Farmacologiche Mario Negri, Milan, Italy
| | - Frank Skorpen
- European Palliative Care Research Center, Norwegian University of Science and Technology, Trondheim, Norway.,Department of Clinical and Molecular Medicine, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim, Norway
| | - Pål Klepstad
- European Palliative Care Research Center, Norwegian University of Science and Technology, Trondheim, Norway.,Department of Anesthesiology and Intensive Care Medicine, St. Olavs University Hospital, Trondheim, Norway
| | - Stein Kaasa
- European Palliative Care Research Center, Norwegian University of Science and Technology, Trondheim, Norway.,Department of Oncology, St. Olavs University Hospital, Trondheim, Norway
| | | | | | - Anna Roberto
- Pain and Palliative Care Research Unit, IRCCS Istituto di Ricerche Farmacologiche Mario Negri, Milan, Italy
| | - Rocco Piazza
- Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy
| | - Alessandra Pirola
- Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy
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9
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Pintarelli G, Dassano A, Cotroneo CE, Galvan A, Noci S, Piazza R, Pirola A, Spinelli R, Incarbone M, Palleschi A, Rosso L, Santambrogio L, Dragani TA, Colombo F. Read-through transcripts in normal human lung parenchyma are down-regulated in lung adenocarcinoma. Oncotarget 2017; 7:27889-98. [PMID: 27058892 PMCID: PMC5053695 DOI: 10.18632/oncotarget.8556] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2015] [Accepted: 02/18/2016] [Indexed: 12/26/2022] Open
Abstract
Read-through transcripts result from the continuous transcription of adjacent, similarly oriented genes, with the splicing out of the intergenic region. They have been found in several neoplastic and normal tissues, but their pathophysiological significance is unclear. We used high-throughput sequencing of cDNA fragments (RNA-Seq) to identify read-through transcripts in the non-involved lung tissue of 64 surgically treated lung adenocarcinoma patients. A total of 52 distinct read-through species was identified, with 24 patients having at least one read-through event, up to a maximum of 17 such transcripts in one patient. Sanger sequencing validated 28 of these transcripts and identified an additional 15, for a total of 43 distinct read-through events involving 35 gene pairs. Expression levels of 10 validated read-through transcripts were measured by quantitative PCR in pairs of matched non-involved lung tissue and lung adenocarcinoma tissue from 45 patients. Higher expression levels were observed in normal lung tissue than in the tumor counterpart, with median relative quantification ratios between normal and tumor varying from 1.90 to 7.78; the difference was statistically significant (P < 0.001, Wilcoxon's signed-rank test for paired samples) for eight transcripts: ELAVL1–TIMM44, FAM162B–ZUFSP, IFNAR2–IL10RB, INMT–FAM188B, KIAA1841–C2orf74, NFATC3–PLA2G15, SIRPB1–SIRPD, and SHANK3–ACR. This report documents the presence of read-through transcripts in apparently normal lung tissue, with inter-individual differences in patterns and abundance. It also shows their down-regulation in tumors, suggesting that these chimeric transcripts may function as tumor suppressors in lung tissue.
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Affiliation(s)
- Giulia Pintarelli
- Department of Predictive and Prevention Medicine, Fondazione IRCCS, Istituto Nazionale dei Tumori, Milan, Italy
| | - Alice Dassano
- Department of Predictive and Prevention Medicine, Fondazione IRCCS, Istituto Nazionale dei Tumori, Milan, Italy
| | - Chiara E Cotroneo
- Department of Predictive and Prevention Medicine, Fondazione IRCCS, Istituto Nazionale dei Tumori, Milan, Italy.,Present Address: UCD School of Biomolecular and Biomedical Science, University College Dublin, Belfield, Dublin, Ireland
| | - Antonella Galvan
- Formerly, Department of Predictive and Prevention Medicine, Fondazione IRCCS, Istituto Nazionale dei Tumori, Milan, Italy
| | - Sara Noci
- Department of Predictive and Prevention Medicine, Fondazione IRCCS, Istituto Nazionale dei Tumori, Milan, Italy
| | - Rocco Piazza
- Department of Health Sciences, University of Milano-Bicocca, Monza, Italy.,Hematology and Clinical Research Unit, San Gerardo Hospital, Monza, Italy
| | - Alessandra Pirola
- Department of Health Sciences, University of Milano-Bicocca, Monza, Italy
| | - Roberta Spinelli
- Formerly, Department of Health Sciences, University of Milano-Bicocca, Monza, Italy
| | - Matteo Incarbone
- Department of Surgery, San Giuseppe Hospital, Multimedica, Milan, Italy
| | - Alessandro Palleschi
- Department of Surgery, IRCCS Fondazione Cà Granda Ospedale Maggiore Policlinico, Università degli Studi di Milano, Milan, Italy
| | - Lorenzo Rosso
- Department of Surgery, IRCCS Fondazione Cà Granda Ospedale Maggiore Policlinico, Università degli Studi di Milano, Milan, Italy
| | - Luigi Santambrogio
- Department of Surgery, IRCCS Fondazione Cà Granda Ospedale Maggiore Policlinico, Università degli Studi di Milano, Milan, Italy
| | - Tommaso A Dragani
- Department of Predictive and Prevention Medicine, Fondazione IRCCS, Istituto Nazionale dei Tumori, Milan, Italy
| | - Francesca Colombo
- Department of Predictive and Prevention Medicine, Fondazione IRCCS, Istituto Nazionale dei Tumori, Milan, Italy
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10
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Galvan A, Colombo F, Frullanti E, Dassano A, Noci S, Wang Y, Eisen T, Matakidou A, Tomasello L, Vezzalini M, Sorio C, Dugo M, Ambrogi F, Iacobucci I, Martinelli G, Incarbone M, Alloisio M, Nosotti M, Tosi D, Santambrogio L, Pelosi G, Pastorino U, Houlston RS, Dragani TA. Germline polymorphisms and survival of lung adenocarcinoma patients: a genome-wide study in two European patient series. Int J Cancer 2015; 136:E262-71. [PMID: 25196286 DOI: 10.1002/ijc.29195] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2014] [Revised: 08/04/2014] [Accepted: 08/05/2014] [Indexed: 11/09/2022]
Abstract
In lung cancer, the survival of patients with the same clinical stage varies widely for unknown reasons. In this two-phase study, we examined the hypothesis that germline variations influence the survival of patients with lung adenocarcinoma. First, we analyzed existing genotype and clinical data from 289 UK-resident patients with lung adenocarcinoma, identifying 86 single nucleotide polymorphisms (SNPs) that associated with survival (p < 0.01). We then genotyped these candidate SNPs in a validation series of 748 patients from Italy that resulted genetically compatible with the UK series based on principal component analysis. In a Cox proportional hazard model adjusted for age, sex and clinical stage, four SNPs were confirmed on the basis of their having a hazard ratio (HR) indicating the same direction of effect in the two series and p < 0.05. The strongest association was provided by rs2107561, an intronic SNP of PTPRG, protein tyrosine phosphatase, receptor type, G; the C allele was associated with poorer survival in both patient series (pooled analysis loge HR = 0.31; 95% CI: 0.15-0.46, p = 8.5 × 10(-5) ). PTPRG mRNA levels in 43 samples of lung adenocarcinoma were 40% of those observed in noninvolved lung tissue from the same patients. PTPRG overexpression significantly inhibited the clonogenicity of A549 lung carcinoma cells and the anchorage-independent growth of the NCI-H460 large cell lung cancer line. These four germline variants represent promising candidates that, with further study, may help predict clinical outcome. In addition, the PTPRG locus may have a role in tumor progression.
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11
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Galvan A, Frullanti E, Anderlini M, Manenti G, Noci S, Dugo M, Ambrogi F, De Cecco L, Spinelli R, Piazza R, Pirola A, Gambacorti-Passerini C, Incarbone M, Alloisio M, Tosi D, Nosotti M, Santambrogio L, Pastorino U, Dragani TA. Gene expression signature of non-involved lung tissue associated with survival in lung adenocarcinoma patients. Carcinogenesis 2013; 34:2767-73. [PMID: 23978379 DOI: 10.1093/carcin/bgt294] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023] Open
Abstract
Lung adenocarcinoma patients of similar clinical stage and undergoing the same treatments often have marked interindividual variations in prognosis. These clinical discrepancies may be due to the genetic background modulating an individual's predisposition to fighting cancer. Herein, we hypothesized that the lung microenvironment, as reflected by its expression profile, may affect lung adenocarcinoma patients' survival. The transcriptome of non-involved lung tissue, excised from a discovery series of 204 lung adenocarcinoma patients, was evaluated using whole-genome expression microarrays (with probes corresponding to 28 688 well-annotated coding sequences). Genes associated with survival status at 60 months were identified by Cox regression analysis (adjusted for gender, age and clinical stage) and retested in a validation series of 78 additional cases. RNA-Seq analysis from non-involved lung tissue of 12 patients was performed to characterize the different isoforms of candidate genes. Ten genes for which the loge-transformed hazard ratios expressed the same direction of effect in the discovery (P < 1.0 × 10(-3)) and validation series comprised the gene expression signature associated with survival: CNTNAP1, PKNOX1, FAM156A, FRMD8, GALNTL1, TXNDC12, SNTB1, PPP3R1, SNX10 and SERPINH1. RNA sequencing highlighted the complex expression pattern of these genes in non-involved lung tissue from different patients and permitted the detection of a read-through gene fusion between PPP3R1 and the flanking gene (CNRIP1) as well as a novel isoform of CNTNAP1. Our findings support the hypothesis that individual genetic characteristics, evidenced by the expression pattern of non-involved tissue, influence the outcome of lung adenocarcinoma patients.
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12
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Dassano A, Noci S, Galbiati F, Colombo F, Trincucci G, Pettinicchio A, Dragani TA, Manenti G. Multigenic nature of the mouse pulmonary adenoma progression 1 locus. BMC Genomics 2013; 14:152. [PMID: 23497166 PMCID: PMC3602191 DOI: 10.1186/1471-2164-14-152] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2012] [Accepted: 03/01/2013] [Indexed: 11/10/2022] Open
Abstract
Background In an intercross between the SWR/J and BALB/c mouse strains, the pulmonary adenoma progression 1 (Papg1) locus on chromosome 4 modulates lung tumor size, one of several measures of lung tumor progression. This locus has not been fully characterized and defined in its extent and genetic content. Fine mapping of this and other loci affecting lung tumor phenotype is possible using recombinant inbred strains. Results A population of 376 mice, obtained by crossing mice of the SWR/J strain with CXBN recombinant inbred mice, was treated with a single dose of urethane and assayed for multiplicity of large lung tumors (N2lung). A genome-wide analysis comparing N2lung with 6364 autosomal SNPs revealed multiple peaks of association. The Papg1 locus had two peaks, at rs3654162 (70.574 Mb, -logP=2.8) and rs6209043 (86.606 Mb, -logP=2.7), joined by an interval of weaker statistical association; these data confirm the presence of Papg1 on chromosome 4 and reduce the mapping region to two stretches of ~6.8 and ~4.2 Mb, in the proximal and distal peaks, respectively. The distal peak included Cdkn2a, a gene already proposed as being involved in Papg1 function. Other loci possibly modulating N2lung were detected on chromosomes 5, 8, 9, 11, 15, and 19, but analysis for linkage disequilibrium of these putative loci with Papg1 locus suggested that only those on chromosomes 11 and 15 were true positives. Conclusions These findings suggest that Papg1 consists, most likely, of two distinct, nearby loci, and point to putative additional loci on chromosomes 11 and 15 modulating lung tumor size. Within Papg1, Cdkn2a appears to be a strong candidate gene while additional Papg1 genes await to be identified. Greater knowledge of the genetic and biochemical mechanisms underlying the germ-line modulation of lung tumor size in mice is relevant to other species, including humans, in that it may help identify new therapeutic targets in the fight against tumor progression.
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Affiliation(s)
- Alice Dassano
- Department of Predictive and Preventive Medicine, Fondazione IRCCS, Istituto Nazionale dei Tumori, Via Amadeo 42, Milan, 20133, Italy
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13
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Falvella FS, Alberio T, Noci S, Santambrogio L, Nosotti M, Incarbone M, Pastorino U, Fasano M, Dragani TA. Multiple isoforms and differential allelic expression of CHRNA5 in lung tissue and lung adenocarcinoma. Carcinogenesis 2013; 34:1281-5. [PMID: 23430818 DOI: 10.1093/carcin/bgt062] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
CHRNA5 gene expression variation may play a role in individual susceptibility to lung cancer. Analysis of CHRNA5 transcripts expressed in normal lung tissue detected the full-length transcript (isoform-1) and four splicing transcripts (isoform-2 to isoform-5), derived from the recognition of other splice sites in exon 5. Isoforms-2, -3 and -4 were found by protein modeling to form a completely folded, potentially functional extracellular domain and were observed at the protein level, whereas isoform-5 lacked a consistent part of the distorted β sandwich and was not seen at the protein level. Only isoform-1 appeared to encode a complete, functional subunit able to fulfill the ion channel function. We previously reported that CHRNA5 expression is associated with genetic polymorphisms at this locus and that three haplotypes in its promoter region show functional regulation in vitro. Analysis of differential allelic expression (DAE) of three single nucleotide polymorphisms (rs503464, rs55853698 and rs55781567) tagging the expression haplotypes of the CHRNA5 promoter indicated statistically significant DAE at rs55853698 and rs55781567, in both normal lung and lung adenocarcinoma. Overall, our findings provide evidence for the presence of multiple CHRNA5 messenger RNA (mRNA) isoforms that may modulate the multimeric nicotine receptor and cis-regulatory variations in the CHRNA5 locus that act in vivo in the control of CHRNA5 mRNA expression, in normal lung tissue and in lung adenocarcinoma.
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Affiliation(s)
- Felicia S Falvella
- Department of Predictive and Preventive Medicine, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan 20133, Italy
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14
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Galvan A, Noci S, Taverna F, Lombardo C, Franceschi S, Pastorino U, Dragani TA. Testing of human papillomavirus in lung cancer and non-tumor lung tissue. BMC Cancer 2012; 12:512. [PMID: 23140419 PMCID: PMC3537645 DOI: 10.1186/1471-2407-12-512] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2012] [Accepted: 08/20/2012] [Indexed: 11/17/2022] Open
Abstract
Background Risk factors for lung cancer, such as cigarette smoking, environmental pollution, asbestos, and genetic determinants, are well-known, whereas involvement of the human papillomavirus (HPV) is still unclear. Methods We examined a series of 100 lung cancer patients from Italy and the UK for the presence of HPV DNA in both lung tumor specimens and adjacent non-tumoral specimens from the same patients. Thirty-five of the most clinically relevant HPV types were assayed using PCR amplification of the highly conserved L1 region of the viral genome followed by hybridization with specific probes. Results No HPV was detected in tumor specimens nor in normal lung tissue of any patient. Conclusions These data indicate that, in this Western series, HPV is not associated with the risk of lung cancer. Our findings will help refine estimates of lung cancer risk in patients affected by a common viral infection involved in other types of human cancer.
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Affiliation(s)
- Antonella Galvan
- Department of Predictive and Preventive Medicine, Fondazione IRCCS Istituto Nazionale Tumori, Via Amadeo 42, Milan 20133, Italy
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15
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Galvan A, Colombo F, Noci S, Pazzaglia S, Mancuso M, Manenti G, Broman K, Saran A, Dragani T. 1170 Genetic Modulation of Lung and Skin Tumorigenesis by the Mouse Lsktml Locus. Eur J Cancer 2012. [DOI: 10.1016/s0959-8049(12)71765-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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16
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Frullanti E, Falvella F, Noci S, De Cecco L, Incarbone M, Alloiso M, Santambrogio L, Tosi D, Pastorino U, Dragani T. 674 ECM-receptor Interaction Signature in Normal Tissue Distinguishes Lung Adenocarcinoma Patients From Patients With Lung Metastasis. Eur J Cancer 2012. [DOI: 10.1016/s0959-8049(12)71319-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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17
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Frullanti E, Colombo F, Falvella FS, Galvan A, Noci S, De Cecco L, Incarbone M, Alloisio M, Santambrogio L, Nosotti M, Tosi D, Pastorino U, Dragani TA. Association of lung adenocarcinoma clinical stage with gene expression pattern in noninvolved lung tissue. Int J Cancer 2012; 131:E643-8. [PMID: 22223368 DOI: 10.1002/ijc.27426] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2011] [Accepted: 12/08/2011] [Indexed: 11/06/2022]
Abstract
Associations between clinical outcome of cancer patients and the gene expression signature in primary tumors at time of diagnosis have been reported. To test whether gene expression patterns in noninvolved lung tissue might correlate with clinical stage in lung adenocarcinoma (ADCA) patients, we compared the transcriptome of noninvolved lung samples from 60 ADCA smoker patients of clinical stage I versus 60 patients with stage>I. Quantitative PCR of 10 genes with the most significant differential expression confirmed the statistical association with clinical stage in eight genes, six of which were downregulated in high-stage patients. Five of these six genes were also downregulated in lung ADCA tissue as compared to noninvolved tissue. Studies in vitro indicated that four of the genes (SLC14A1, SMAD6, TMEM100 and TXNIP) inhibited colony formation of lung cancer cell lines transfected to overexpress the genes, suggesting their potential tumor-suppressor activity. Our findings suggest that individual variations in the transcriptional profile of noninvolved lung tissue may reflect the lung ADCA patient's predisposition to tumor aggressiveness.
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Affiliation(s)
- Elisa Frullanti
- Department of Predictive and Preventive Medicine, Fondazione IRCCS, Istituto Nazionale Tumori, Milan, Italy
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18
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Falvella FS, Frullanti E, Galvan A, Spinola M, Noci S, De Cecco L, Nosotti M, Santambrogio L, Incarbone M, Alloisio M, Calabrò E, Pastorino U, Skaug V, Haugen A, Taioli E, Dragani TA. FGFR4 Gly388Arg polymorphism may affect the clinical stage of patients with lung cancer by modulating the transcriptional profile of normal lung. Int J Cancer 2009; 124:2880-5. [PMID: 19296538 DOI: 10.1002/ijc.24302] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
The association of the fibroblast growth factor receptor 4 (FGFR4) Gly388Arg polymorphism with clinical stage and overall survival in a series of 541 Italian lung adenocarcinoma (ADCA) patients indicated a significantly decreased survival in patients carrying the rare Arg388 allele as compared to that in Gly/Gly homozygous patients [hazard ratio (HR) = 1.5; 95% confidence interval (CI) 1.1-1.9], with the decrease related to the association of the same polymorphism with clinical stage (HR = 1.8, 95% CI 1.3-2.6). By contrast, no significant association was detected in small series of either Norwegian lung ADCA patients or Italian lung squamous cell carcinoma (SQCC) patients. Single nucleotide polymorphisms of known FGFR4 ligands expressed in lung (FGF9, FGF18 and FGF19) were not associated with clinical stage or survival and showed no interaction with FGFR4. Analysis of gene expression profile in normal lungs according to FGFR4 genotype indicated a specific transcript pattern associated with the allele carrier status, suggesting a functional role for the FGFR4 polymorphism already detectable in normal lung. These findings confirm the significant association of the FGFR4 Gly388Arg polymorphism with clinical stage and overall survival in an Italian lung ADCA population and demonstrate a FGFR4 genotype-dependent transcriptional profile present in normal lung tissue.
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Galvan A, Noci S, Mancuso M, Pazzaglia S, Saran A, Dragani TA. Genetic background modulates gene expression profile induced by skin irradiation in ptch1 mice. Int J Radiat Oncol Biol Phys 2008; 72:1582-6. [PMID: 19028281 DOI: 10.1016/j.ijrobp.2008.08.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2008] [Revised: 05/07/2008] [Accepted: 08/06/2008] [Indexed: 10/21/2022]
Abstract
PURPOSE Ptch1 germ-line mutations in mice predispose to radiation-induced basal cell carcinoma of the skin, with tumor incidence modulated by the genetic background. Here, we examined the possible mechanisms underlying skin response to radiation in F1 progeny of Ptch1(neo67/+) mice crossed with either skin tumor-susceptible (Car-S) or -resistant (Car-R) mice and X-irradiated (3 Gy) at 2 days of age or left untreated. METHODS AND MATERIALS We conducted a gene expression profile analysis in mRNA samples extracted from the skin of irradiated or control mice, using Affymetrix whole mouse genome expression array. Confirmation of the results was done using real-time reverse-transcriptase polymerase chain reaction. RESULTS Analysis of the gene expression profile of normal skin of F1 mice at 4 weeks of age revealed a similar basal profile in the nonirradiated mice, but alterations in levels of 71 transcripts in irradiated Ptch1(neo67/+) mice of the Car-R cross and modulation of only eight genes in irradiated Ptch1(neo67/+) mice of the Car-S cross. CONCLUSIONS These results indicate that neonatal irradiation causes a persistent change in the gene expression profile of the skin. The tendency of mice genetically resistant to skin tumorigenesis to show a more complex pattern of transcriptional response to radiation than do genetically susceptible mice suggests a role for this response in genetic resistance to basal cell tumorigenesis.
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Affiliation(s)
- Antonella Galvan
- Department of Experimental Oncology and Laboratories, Fondazione IRCCS Istituto Nazionale Tumori, Milan, Italy
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20
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Galvan A, Falvella FS, Spinola M, Frullanti E, Leoni VP, Noci S, Alonso MR, Zolin A, Spada E, Milani S, Pastorino U, Incarbone M, Santambrogio L, Gonzalez Neira A, Dragani TA. A polygenic model with common variants may predict lung adenocarcinoma risk in humans. Int J Cancer 2008; 123:2327-30. [PMID: 18729187 DOI: 10.1002/ijc.23789] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Genome-wide screening for genetic loci associated with risk of lung adenocarcinoma (ADCA) was carried out in pooled DNA using the Illumina 300K single-nucleotide polymorphism (SNP) array, in a joint analysis of 2 Italian case-control series matched by age, gender and smoking habit. The rare allele carrier status of 8 SNPs was associated with a decreased lung ADCA risk [odds ratios (OR): 0.6-0.8]. In a polygenic model characterized by additive and interchangeable effects, individuals carrying 2 to 6 rare alleles at these 8 SNPs showed a significant trend toward a decreased risk of lung ADCA (up to OR of 0.3). These results suggest the relevance of a polygenic model in the modulation of individual risk of lung ADCA in the general population.
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21
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Falvella FS, Spinola M, Pignatiello C, Noci S, Conti B, Pastorino U, Carbone A, Dragani TA. AZGP1 mRNA levels in normal human lung tissue correlate with lung cancer disease status. Oncogene 2007; 27:1650-6. [PMID: 17724461 DOI: 10.1038/sj.onc.1210775] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Evidence in animal models has suggested an association between susceptibility to lung tumorigenesis and gene-expression profiles in normal lung. Here, we compared RNA pools from normal lung tissue of lung adenocarcinoma patients (cases) or non-lung cancer patients (controls) by hybridization of whole-human genome expression arrays. Principal component analysis identified a gene-expression signature of 85 genes that distinguishes cases from controls as well as smokers from nonsmokers. Elevated mRNA levels of one of these genes, AZGP1, were significantly associated with disease status. These results support the hypothesis that differences in the gene-expression levels of the normal tissue may be predictive of genetic predisposition to lung cancer in humans.
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MESH Headings
- Adenocarcinoma/genetics
- Adenocarcinoma/metabolism
- Adenocarcinoma/pathology
- Adipokines
- Aged
- Biomarkers, Tumor/genetics
- Biomarkers, Tumor/metabolism
- Blotting, Western
- Carcinoma, Mucoepidermoid/genetics
- Carcinoma, Mucoepidermoid/metabolism
- Carcinoma, Mucoepidermoid/pathology
- Carcinoma, Squamous Cell/genetics
- Carcinoma, Squamous Cell/metabolism
- Carcinoma, Squamous Cell/pathology
- Carrier Proteins/genetics
- Carrier Proteins/metabolism
- Case-Control Studies
- Female
- Gene Expression Profiling
- Glycoproteins/genetics
- Glycoproteins/metabolism
- Humans
- Lung/metabolism
- Lung/pathology
- Male
- Middle Aged
- Oligonucleotide Array Sequence Analysis
- RNA, Messenger/genetics
- RNA, Messenger/metabolism
- Reverse Transcriptase Polymerase Chain Reaction
- Tissue Array Analysis
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Affiliation(s)
- F S Falvella
- Department of Experimental Oncology and Laboratories, Fondazione IRCCS Istituto Nazionale Tumori, Milan, Italy
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Lavorgna G, Triunfo R, Santoni F, Orfanelli U, Noci S, Bulfone A, Zanetti G, Casari G. AntiHunter 2.0: increased speed and sensitivity in searching BLAST output for EST antisense transcripts. Nucleic Acids Res 2005; 33:W665-8. [PMID: 15980558 PMCID: PMC1160209 DOI: 10.1093/nar/gki448] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
An increasing number of eukaryotic and prokaryotic genes are being found to have natural antisense transcripts (NATs). There is also growing evidence to suggest that antisense transcription could play a key role in many human diseases. Consequently, there have been several recent attempts to set up computational procedures aimed at identifying novel NATs. Our group has developed the AntiHunter program for the identification of expressed sequence tag (EST) antisense transcripts from BLAST output. In order to perform an analysis, the program requires a genomic sequence plus an associated list of transcript names and coordinates of the genomic region. After masking the repeated regions, the program carries out a BLASTN search of this sequence in the selected EST database, reporting via email the EST entries that reveal an antisense transcript according to the user-supplied list. Here, we present the newly developed version 2.0 of the AntiHunter tool. Several improvements have been added to this version of the program in order to increase its ability to detect a larger number of antisense ESTs. As a result, AntiHunter can now detect, on average, >45% more antisense ESTs with little or no increase in the percentage of the false positives. We also raised the maximum query size to 3 Mb (previously 1 Mb). Moreover, we found that a reasonable trade-off between the program search sensitivity and the maximum allowed size of the input-query sequence could be obtained by querying the database with the MEGABLAST program, rather than by using the BLAST one. We now offer this new opportunity to users, i.e. if choosing the MEGABLAST option, users can input a query sequence up to 30 Mb long, thus considerably improving the possibility to analyze longer query regions. The AntiHunter tool is freely available at http://bioinfo.crs4.it/AH2.0.
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Affiliation(s)
- Giovanni Lavorgna
- DIBIT-San Raffaele Scientific Institute Via Olgettina 58, 20132 Milan, Italy.
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Manenti G, Galbiati F, Noci S, Dragani TA. Outbred CD-1 mice carry the susceptibility allele at the pulmonary adenoma susceptibility 1 (Pas1) locus. Carcinogenesis 2003; 24:1143-8. [PMID: 12807761 DOI: 10.1093/carcin/bgg065] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
CD-1 is the outbred mouse line most often used in toxicology and carcinogenicity bioassays. A literature survey revealed a relatively high (21.8%) incidence of spontaneous lung tumors in these mice, and a susceptibility to lung tumorigenesis induced by vinyl chloride, styrene or benzene inhalation that is not seen in B6C3F1 or C57BL/6 mice, or in rats and hamsters. As the pulmonary adenoma susceptibility 1 (Pas1) locus is the major determinant of genetic susceptibility to lung tumorigenesis in mice, we analyzed CD-1 mice for genetic polymorphisms of the Kras2 and Pthlh genes, which are tightly linked with the Pas1 locus. From 95 to 98% of CD-1 mice carried the susceptibility allele at the Pas1 locus either at homozygosity or heterozygosity, providing a molecular genetic explanation for the high susceptibility of CD-1 mice to spontaneous and chemically induced lung tumorigenesis. These results may have implications for the risk assessment of chemicals in humans using experimental animals that display strain-specific lung tumorigenicity.
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Affiliation(s)
- Giacomo Manenti
- Department of Experimental Oncology, Istituto Nazionale Tumori, Via G. Venezian 1, I-20133 Milan, Italy
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Manenti G, Acevedo A, Galbiati F, Giannì Barrera R, Noci S, Salido E, Dragani TA. Cancer modifier alleles inhibiting lung tumorigenesis are common in inbred mouse strains. Int J Cancer 2002; 99:555-9. [PMID: 11992545 DOI: 10.1002/ijc.10386] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Lung tumor susceptibility in inbred mouse strains is caused by the susceptibility allele at the pulmonary adenoma susceptibility 1 (Pas1(s)) locus. However, after urethane treatment, most strains carrying the Pas1(s) allele show an intermediate (1-4 tumors/mouse) instead of a highly susceptible (15-30 tumors/mouse) lung tumor phenotype. To test the hypothesis that strains displaying the intermediate lung tumor phenotype carry dominant or codominant resistance alleles at pulmonary adenoma resistance (Par) loci, we crossed mice of intermediate susceptibility or resistance to lung tumorigenesis with the highly susceptible A/J strain. Eleven F(1) hybrids were treated with urethane to induce lung tumorigenesis. The A/J strain developed 35.3 tumors/mouse, while its F(1) hybrid with C57BL/6J mice (null allele at Par loci) developed 22.8 tumors/mouse due to the Pas1 allele dosage effect. F(1) hybrids of strains 129/SvJ, CBA/J, ST/J and LP/J (Pas1(s)) and of SPW, DBA/2J and C57L/J (Pas1(r)) mice showed significant reduction in lung tumor multiplicity (i.e., 0.3-12.8 tumors/mouse) compared to A/J and (A/J x C57BL/6J)F(1) mice. These results indicate that resistance alleles at Par loci are common in inbred mouse strains and account for the lung tumorigenesis intermediate phenotype of strains carrying the Pas1(s) allele.
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Affiliation(s)
- Giacomo Manenti
- Department of Experimental Oncology, Istituto Nazionale Tumori, Via G. Venezian 1, 20133 Milan, Italy
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Ahmad W, Noci S, Faiyaz ul Haque M, Sarno T, Aridon P, Ahmad MM, Amin-Ud-Din M, Rafiq MA, ul Haque S, De Fusco M, Ballabio A, Franco B, Casari G. Linkage mapping of a nonspecific form of X-linked mental retardation (MRX53) in a large Pakistani family. Am J Med Genet 2001; 100:62-5. [PMID: 11337751 DOI: 10.1002/1096-8628(20010415)100:1<62::aid-ajmg1190>3.0.co;2-h] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Nonspecific X-linked mental retardation is a nonprogressive, genetically heterogeneous condition that affects cognitive function in the absence of other distinctive clinical manifestations. We report here linkage data on a large Pakistani family affected by a form of X-linked nonspecific mental retardation. X chromosome genotyping of family members and linkage analysis allowed the identification of a new disease locus, MRX53. The defined critical region spans approximately 15 cM between DXS1210 and DXS1047 in Xq22.2-26. A LOD score value of 3.34 at no recombination was obtained with markers DXS1072 and DXS8081.
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Affiliation(s)
- W Ahmad
- Telethon Institute of Genetics and Medicine, Milan, Italy
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