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Lucena-Padros H, Bravo-Gil N, Tous C, Rojano E, Seoane-Zonjic P, Fernández RM, Ranea JAG, Antiñolo G, Borrego S. Bioinformatics Prediction for Network-Based Integrative Multi-Omics Expression Data Analysis in Hirschsprung Disease. Biomolecules 2024; 14:164. [PMID: 38397401 PMCID: PMC10886964 DOI: 10.3390/biom14020164] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2023] [Revised: 01/15/2024] [Accepted: 01/27/2024] [Indexed: 02/25/2024] Open
Abstract
Hirschsprung's disease (HSCR) is a rare developmental disorder in which enteric ganglia are missing along a portion of the intestine. HSCR has a complex inheritance, with RET as the major disease-causing gene. However, the pathogenesis of HSCR is still not completely understood. Therefore, we applied a computational approach based on multi-omics network characterization and clustering analysis for HSCR-related gene/miRNA identification and biomarker discovery. Protein-protein interaction (PPI) and miRNA-target interaction (MTI) networks were analyzed by DPClusO and BiClusO, respectively, and finally, the biomarker potential of miRNAs was computationally screened by miRNA-BD. In this study, a total of 55 significant gene-disease modules were identified, allowing us to propose 178 new HSCR candidate genes and two biological pathways. Moreover, we identified 12 key miRNAs with biomarker potential among 137 predicted HSCR-associated miRNAs. Functional analysis of new candidates showed that enrichment terms related to gene ontology (GO) and pathways were associated with HSCR. In conclusion, this approach has allowed us to decipher new clues of the etiopathogenesis of HSCR, although molecular experiments are further needed for clinical validations.
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Affiliation(s)
- Helena Lucena-Padros
- Department of Maternofetal Medicine, Genetics and Reproduction, Institute of Biomedicine of Seville, University Hospital Virgen del Rocío/CSIC/University of Seville, 41013 Seville, Spain
| | - Nereida Bravo-Gil
- Department of Maternofetal Medicine, Genetics and Reproduction, Institute of Biomedicine of Seville, University Hospital Virgen del Rocío/CSIC/University of Seville, 41013 Seville, Spain
- Center for Biomedical Network Research on Rare Diseases (CIBERER), 41013 Seville, Spain
| | - Cristina Tous
- Department of Maternofetal Medicine, Genetics and Reproduction, Institute of Biomedicine of Seville, University Hospital Virgen del Rocío/CSIC/University of Seville, 41013 Seville, Spain
- Center for Biomedical Network Research on Rare Diseases (CIBERER), 41013 Seville, Spain
| | - Elena Rojano
- Department of Molecular Biology and Biochemistry, University of Malaga, 29010 Malaga, Spain
- Biomedical Research Institute of Malaga, IBIMA, 29010 Malaga, Spain
| | - Pedro Seoane-Zonjic
- Department of Molecular Biology and Biochemistry, University of Malaga, 29010 Malaga, Spain
- Biomedical Research Institute of Malaga, IBIMA, 29010 Malaga, Spain
- Center for Biomedical Network Research on Rare Diseases (CIBERER), 29071 Malaga, Spain
| | - Raquel María Fernández
- Department of Maternofetal Medicine, Genetics and Reproduction, Institute of Biomedicine of Seville, University Hospital Virgen del Rocío/CSIC/University of Seville, 41013 Seville, Spain
- Center for Biomedical Network Research on Rare Diseases (CIBERER), 41013 Seville, Spain
| | - Juan A. G. Ranea
- Department of Molecular Biology and Biochemistry, University of Malaga, 29010 Malaga, Spain
- Biomedical Research Institute of Malaga, IBIMA, 29010 Malaga, Spain
- Center for Biomedical Network Research on Rare Diseases (CIBERER), 29071 Malaga, Spain
- Spanish National Bioinformatics Institute (INB/ELIXIR-ES), Instituto de Salud Carlos III (ISCIII), 28029 Madrid, Spain
| | - Guillermo Antiñolo
- Department of Maternofetal Medicine, Genetics and Reproduction, Institute of Biomedicine of Seville, University Hospital Virgen del Rocío/CSIC/University of Seville, 41013 Seville, Spain
- Center for Biomedical Network Research on Rare Diseases (CIBERER), 41013 Seville, Spain
| | - Salud Borrego
- Department of Maternofetal Medicine, Genetics and Reproduction, Institute of Biomedicine of Seville, University Hospital Virgen del Rocío/CSIC/University of Seville, 41013 Seville, Spain
- Center for Biomedical Network Research on Rare Diseases (CIBERER), 41013 Seville, Spain
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Alonso‐Luna O, Mercado‐Celis GE, Melendez‐Zajgla J, Barquera R, Zapata‐Tarres M, Juárez‐Villegas LE, Mendoza‐Caamal EC, Rey‐Helo E, Borges‐Yañez SA. Germline mutations in pediatric cancer cohort with mixed-ancestry Mexicans. Mol Genet Genomic Med 2024; 12:e2332. [PMID: 38093606 PMCID: PMC10767611 DOI: 10.1002/mgg3.2332] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Revised: 08/11/2023] [Accepted: 11/28/2023] [Indexed: 01/07/2024] Open
Abstract
BACKGROUND Childhood cancer is one of the primary causes of disease-related death in 5- to 14-year-old children and currently no prevention strategies exist to reduce the incidence of this disease. Childhood cancer has a larger hereditary component compared with cancer in adults. Few genetic studies have been conducted on children with cancer. Additionally, Latin American populations are underrepresented in genomic studies compared with other populations. Therefore, the aim of this study is to analyze germline mutations in a group of mixed-ancestry Mexican pediatric patients with solid and hematological cancers. METHODS We analyzed genetic variants from 40 Mexican childhood cancer patients and their relatives. DNA from saliva or blood samples was used for whole-exome sequencing. All variants were identified following GATK best practices. RESULTS We found that six patients (15%) were carriers of germline mutations in CDKN2A, CHEK2, DICER1, FANCA, MSH6, MUTYH, NF1, and SBDS cancer predisposition genes, and additional new variants predicted to be deleterious by in silico algorithms. A population genetics analysis detected five components consistent with the demographic models assumed for modern mixed-ancestry Mexicans. CONCLUSIONS This report identifies potential genetic risk factors and provides a better understanding of the underlying mechanisms of childhood cancer in this population.
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Grants
- 365882 Consejo Nacional de Ciencia y Tecnología, CONACyT, Mexico
- 253316 Consejo Nacional de Ciencia y Tecnología, CONACyT, Mexico
- Fundacion Carlos Slim as part of the inaugural phase of Slim Initiative in Genomic Medicine for the Americas, SIGMA
- Broad Institute of MIT and Harvard
- Instituto Nacional de Medicina Genomica (INMEGEN)
- Division de Estudios de Posgrado e Investigacion de la Facultad de Odontologia
- Programa de Maestria y Doctorado en Ciencias Medicas, Odontologicas y de la Salud, UNAM
- "Aqui nadie se rinde, ANSER (I.A.P)
- Max Planck Institute for Evolutionary Anthropology (MPI-EVA)
- Consejo Nacional de Ciencia y Tecnología, CONACyT, Mexico
- Max Planck Institute for Evolutionary Anthropology (MPI‐EVA)
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Affiliation(s)
- Oscar Alonso‐Luna
- Programa de Maestria y Doctorado en Ciencias Medicas, Odontologicas y de la SaludCiudad Universitaria, Universidad Nacional Autonoma de MexicoMexico CityMexico
| | | | - Jorge Melendez‐Zajgla
- Laboratorio de Genomica Funcional del CancerInstituto Nacional de Medicina GenomicaMexico CityMexico
| | - Rodrigo Barquera
- Department of ArchaeogeneticsMax Plank Institute for Evolutionary Anthropology (MPI‐EVA)LeipzigGermany
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O'Neill AF, Meyers RL, Katzenstein HM, Geller JI, Tiao GM, López-Terrada D, Malogolowkin M. Children's Oncology Group's 2023 blueprint for research: Liver tumors. Pediatr Blood Cancer 2023; 70 Suppl 6:e30576. [PMID: 37495540 PMCID: PMC10529117 DOI: 10.1002/pbc.30576] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/05/2023] [Accepted: 07/06/2023] [Indexed: 07/28/2023]
Abstract
Liver tumors account for approximately 1%-2% of all pediatric malignancies, with the two most common tumors being hepatoblastoma (HB) and hepatocellular carcinoma (HCC). Previous Children's Oncology Group studies have meaningfully contributed to the current understanding of disease pathophysiology and treatment, laying groundwork for the ongoing prospective international study of both HB and HCC. Future work is focused on elucidating the biologic underpinnings of disease to support an evolution in risk categorization, advancements in the multidimensional care required to treat these patients, and the discovery of novel therapies.
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Affiliation(s)
- Allison F O'Neill
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts, USA
| | - Rebecka L Meyers
- Division of Pediatric Surgery, University of Utah, Salt Lake City, Utah, USA
| | | | - James I Geller
- Division of Oncology, Cincinnati Children's Hospital Medical Center, University of Cincinnati, Cincinnati, Ohio, USA
| | - Greg M Tiao
- Division of Surgery, Cincinnati Children's Hospital Medical Center, University of Cincinnati, Cincinnati, Ohio, USA
| | - Dolores López-Terrada
- Department of Pathology & Immunology, Baylor College of Medicine, Texas Children's Hospital and Cancer Center, Houston, Texas, USA
| | - Marcio Malogolowkin
- Pediatric Oncology, University of California Davis Comprehensive Cancer Center, Sacramento, California, USA
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Dangoni GD, Teixeira ACB, Aguiar TF, Sugayama SMM, Filho VO, Bertola DR, Krepischi ACV. A rare case of hepatoblastoma in a syndromic child with a de novo germline JAG1 mutation. Pediatr Blood Cancer 2023; 70:e30311. [PMID: 36965188 DOI: 10.1002/pbc.30311] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2023] [Revised: 03/02/2023] [Accepted: 03/03/2023] [Indexed: 03/27/2023]
Affiliation(s)
- Gustavo Dib Dangoni
- Department of Genetics and Evolutionary Biology, Human Genome and Stem Cell Research Center, Institute of Biosciences, University of São Paulo, São Paulo, SP, Brazil
| | - Anne Caroline Barbosa Teixeira
- Department of Genetics and Evolutionary Biology, Human Genome and Stem Cell Research Center, Institute of Biosciences, University of São Paulo, São Paulo, SP, Brazil
- Hospital Israelita Albert Einstein, São Paulo, SP, Brazil
| | - Talita Ferreira Aguiar
- Department of Genetics and Evolutionary Biology, Human Genome and Stem Cell Research Center, Institute of Biosciences, University of São Paulo, São Paulo, SP, Brazil
- Columbia Center for Translational Immunology, Columbia University Irving Medical Center, New York, New York, USA
| | - Sofia Mizuho Miura Sugayama
- Faculty of Medicine, Department of Pediatrics, Instituto de Tratamento do Câncer Infantil (ITACI), University of São Paulo, São Paulo, SP, Brazil
| | - Vicente Odone Filho
- Faculty of Medicine, Department of Pediatrics, Instituto de Tratamento do Câncer Infantil (ITACI), University of São Paulo, São Paulo, SP, Brazil
| | - Débora Romeo Bertola
- Department of Genetics and Evolutionary Biology, Human Genome and Stem Cell Research Center, Institute of Biosciences, University of São Paulo, São Paulo, SP, Brazil
- Genetics Unit, Instituto da Criança, Hospital das Clinicas Faculty of Medicine, University of São Paulo, São Paulo, SP, Brazil
| | - Ana Cristina Victorino Krepischi
- Department of Genetics and Evolutionary Biology, Human Genome and Stem Cell Research Center, Institute of Biosciences, University of São Paulo, São Paulo, SP, Brazil
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Abstract
PURPOSE OF REVIEW Childhood cancer is rare, but it remains the leading cause of disease-related mortality among children 1-14 years of age. As exposure to environmental factors is lower in children, inherited genetic factors become an important player in the cause of childhood cancer. This review highlights the current knowledge and approach for cancer predisposition syndromes in children. RECENT FINDINGS Current literature suggests that 10-18% of paediatric cancer patients have an underlying genetic susceptibility to their disease. With better knowledge and technology, more genes and syndromes are being discovered, allowing tailored treatment and surveillance for the probands and their families.Studies have demonstrated that focused surveillance can detect early malignancies and increase overall survival in several cancer predisposition syndromes. Various approaches have been proposed to refine early tumour detection strategies while minimizing the burden on patients and families. Newer therapeutic strategies are being investigated to treat, or even prevent, tumours in children with cancer predisposition. SUMMARY This review summarizes the current knowledge about different cancer predisposition syndromes, focusing on the diagnosis, genetic counselling, surveillance and future directions.
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Affiliation(s)
- Yoshiko Nakano
- Division of Haematology/Oncology, The Hospital for Sick Children
- Department of Paediatrics, University of Toronto, Toronto, Ontario, Canada
| | - Ron Rabinowicz
- Division of Haematology/Oncology, The Hospital for Sick Children
- Department of Paediatrics, University of Toronto, Toronto, Ontario, Canada
| | - David Malkin
- Division of Haematology/Oncology, The Hospital for Sick Children
- Department of Paediatrics, University of Toronto, Toronto, Ontario, Canada
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Correia-Costa GR, dos Santos AM, de Leeuw N, Rigatto SZP, Belangero VMS, Steiner CE, Gil-da-Silva-Lopes VL, Vieira TP. Dual Molecular Diagnoses of Recessive Disorders in a Child from Consanguineous Parents: Case Report and Literature Review. Genes (Basel) 2022; 13:2377. [PMID: 36553645 PMCID: PMC9778442 DOI: 10.3390/genes13122377] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2022] [Revised: 12/12/2022] [Accepted: 12/13/2022] [Indexed: 12/23/2022] Open
Abstract
The widespread use of whole exome sequencing (WES) resulted in the discovery of multilocus pathogenic variations (MPV), defined as two or more distinct or overlapping Mendelian disorders occurring in a patient, leading to a blended phenotype. In this study, we report on a child with autosomal recessive primary microcephaly-5 (MCPH5) and nephropathic cystinosis. The proband is the first child of consanguineous parents, presenting a complex phenotype including neurodevelopmental delay, microcephaly, growth restriction, significant delay of bone maturation, lissencephaly, and abnormality of neuronal migration, photophobia, and renal tubular acidosis. WES revealed two pathogenic and homozygous variants: a c.4174C>T variant in the ASPM gene and a c.382C>T variant in the CTNS gene, explaining the complex phenotype. The literature review showed that most of the patients harboring two variants in recessive disease genes are born to consanguineous parents. To the best of our knowledge, the patient herein described is the first one harboring pathogenic variants in both the ASPM and CTNS genes. These findings highlight the importance of searching for MPV in patients with complex phenotypes investigated by genome-wide testing methods, especially for those patients born to consanguineous parents.
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Affiliation(s)
- Gabriela Roldão Correia-Costa
- Department of Translational Medicine—Medical Genetics and Genomic Medicine, School of Medical Sciences, State University of Campinas, Campinas 13083-887, São Paulo, Brazil
| | - Ana Mondadori dos Santos
- Department of Translational Medicine—Medical Genetics and Genomic Medicine, School of Medical Sciences, State University of Campinas, Campinas 13083-887, São Paulo, Brazil
| | - Nicole de Leeuw
- Department of Human Genetics, Radboud University Medical Center, P.O. Box 9101, 6500 HB Nijmegen, The Netherlands
| | - Sumara Zuanazi Pinto Rigatto
- Department of Pediatrics, School of Medical Sciences, State University of Campinas, Campinas 13083-887, São Paulo, Brazil
| | - Vera Maria Santoro Belangero
- Department of Pediatrics, School of Medical Sciences, State University of Campinas, Campinas 13083-887, São Paulo, Brazil
| | - Carlos Eduardo Steiner
- Department of Translational Medicine—Medical Genetics and Genomic Medicine, School of Medical Sciences, State University of Campinas, Campinas 13083-887, São Paulo, Brazil
| | - Vera Lúcia Gil-da-Silva-Lopes
- Department of Translational Medicine—Medical Genetics and Genomic Medicine, School of Medical Sciences, State University of Campinas, Campinas 13083-887, São Paulo, Brazil
| | - Társis Paiva Vieira
- Department of Translational Medicine—Medical Genetics and Genomic Medicine, School of Medical Sciences, State University of Campinas, Campinas 13083-887, São Paulo, Brazil
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