Publicação
An application of logistic regression model to the study of constitutional imbalances in human chromosomal fragile sites
| Resumo: | Chromosomal fragile sites (CFSs) are loci or regions susceptible to spontaneous or induced occurrence of breaks and rearrangements. They are classified in two main categories, rare and common, depending on their frequency in the population. In order to identify which CFSs are influential or significant in the occurrence of deletions and duplications (chromosomal constitutional imbalances), we propose a logistic regression analysis for the CFS data set, since the underlying response variable is categorical, specifically binary (deletion or duplication). Some results are presented here as an informative preliminary contribution to understand the frailty of these CFS in increasing/decreasing of the deletion odds. This study has implications for our comprehension of human pathogenesis. |
|---|---|
| Autores principais: | Silva, Giovani L. |
| Outros Autores: | Sequeira, Inês J.; Gomes, D. Prata; Rueff, José; Brás, Aldina |
| Assunto: | Chromosomal fragile sites deletions duplications logistic regression model Statistics, Probability and Uncertainty Statistics and Probability |
| Ano: | 2024 |
| País: | Portugal |
| Tipo de documento: | artigo |
| Tipo de acesso: | acesso aberto |
| Instituição associada: | Universidade Nova de Lisboa |
| Idioma: | inglês |
| Origem: | Repositório Institucional da UNL |
Registos relacionados
article Predominance of constitutional chromosomal rearrangements in human chromosomal fragile sites
por: Sequeira, Inês Jorge da Silva
Publicado em: (2013)
por: Sequeira, Inês Jorge da Silva
Publicado em: (2013)
category Correction to: Testing the hypothesis of a block compound symmetric covariance matrix for elliptically contoured distributions (TEST, (2017), 26, 2, (308-330), 10.1007/s11749-016-0512-4)
por: Coelho, Carlos Agra
Publicado em: (2021)
por: Coelho, Carlos Agra
Publicado em: (2021)
article A chromosome-scale reference genome of grasspea (Lathyrus sativus)
por: Vigouroux, Marielle
Publicado em: (2024)
por: Vigouroux, Marielle
Publicado em: (2024)
article M. Gabriela M. Gomes, Ibrahim Mohammed and Chris Robertson's contribution to the Discussion of ‘Some statistical aspects of the Covid-19 response’ by Wood et al.
por: Gomes, M. Gabriela M.
Publicado em: (2026)
por: Gomes, M. Gabriela M.
Publicado em: (2026)
article A re-examination of inflation persistence dynamics in OECD countries
por: Zsurkis, Gabriel
Publicado em: (2021)
por: Zsurkis, Gabriel
Publicado em: (2021)
article Sieve-based inference for infinite-variance linear processes
por: Cavaliere, Giuseppe
Publicado em: (2016)
por: Cavaliere, Giuseppe
Publicado em: (2016)
article GenMarkov
por: Vasconcelos, Carolina
Publicado em: (2024)
por: Vasconcelos, Carolina
Publicado em: (2024)
book Inferência Bayesiana
por: Araújo, António
Publicado em: (2015)
por: Araújo, António
Publicado em: (2015)
article A Multimodal Dataset Addressing Motor Function in Autism
por: Paulo, João Ruivo
Publicado em: (2025)
por: Paulo, João Ruivo
Publicado em: (2025)
article Data from the Human Penguin Project, a cross-national dataset testing social thermoregulation principles
por: Hu, Chuan Peng
Publicado em: (2019)
por: Hu, Chuan Peng
Publicado em: (2019)
article The draft genome sequence of cork oak
por: Ramos, António Marcos
Publicado em: (2018)
por: Ramos, António Marcos
Publicado em: (2018)
article A compilation of experimental data on the mechanical properties and microstructural features of Ti-alloys
por: Salvador, Camilo A. F.
Publicado em: (2022)
por: Salvador, Camilo A. F.
Publicado em: (2022)
article Linking Research Data with Physically Preserved Research Materials in Chemistry
por: Lin, Chia Lin
Publicado em: (2025)
por: Lin, Chia Lin
Publicado em: (2025)
article F tests with random sample sizes. Theory and applications
por: Moreira, Elsa E.
Publicado em: (2013)
por: Moreira, Elsa E.
Publicado em: (2013)
article A decade of urban fires
por: Bispo, Regina
Publicado em: (2023)
por: Bispo, Regina
Publicado em: (2023)
book Estatística Jubilar - Actas do XII congresso Anual da Sociedade Portuguesa de Estatística
por: Braumann, Carlos
Publicado em: (2012)
por: Braumann, Carlos
Publicado em: (2012)
groups SPE 2007
por: Braumann, Carlos
Publicado em: (2008)
por: Braumann, Carlos
Publicado em: (2008)
groups ISI 2007
por: Braumann, Carlos
Publicado em: (2008)
por: Braumann, Carlos
Publicado em: (2008)
groups Probability 07
por: Braumann, Carlos
Publicado em: (2008)
por: Braumann, Carlos
Publicado em: (2008)
groups SPE 2008
por: Braumann, Carlos
Publicado em: (2009)
por: Braumann, Carlos
Publicado em: (2009)
article Stability of principal components under normal and non-normal parent populations and different covariance structures scenarios
por: Bispo, Regina
Publicado em: (2023)
por: Bispo, Regina
Publicado em: (2023)
article The reservation wage unemployment duration nexus
por: Addison, John T.
Publicado em: (2013)
por: Addison, John T.
Publicado em: (2013)
article SeasFire cube
por: Karasante, Ilektra
Publicado em: (2025)
por: Karasante, Ilektra
Publicado em: (2025)
book Estatística Ciência Interdisciplinar, Actas do XIV Congresso Anual da Sociedade Portuguesa de Estatística
por: Braumann, Carlos A.
Publicado em: (2008)
por: Braumann, Carlos A.
Publicado em: (2008)
book Estatística da Teoria à Prática, Actas do XV Congresso Anual da Sociedade Portuguesa de Estatística
por: Hill, M. M.
Publicado em: (2009)
por: Hill, M. M.
Publicado em: (2009)
article Georeferenced dataset of maritime piracy in the Gulf of Guinea from 2010 to 2021
por: Moura, Ricardo
Publicado em: (2023)
por: Moura, Ricardo
Publicado em: (2023)
article A High-Quality Underwater Acoustic Dataset for Algorithm Development and Analysis
por: Lobo, Victor
Publicado em: (2025)
por: Lobo, Victor
Publicado em: (2025)
newspaper Editorial for Special Issue “Continuous/Discrete-Time Fractional Systems
por: Bengochea, Gabriel
Publicado em: (2025)
por: Bengochea, Gabriel
Publicado em: (2025)
newspaper Editorial for special issue “fractional behavior in nature 2019”
por: Ortigueira, Manuel Duarte
Publicado em: (2021)
por: Ortigueira, Manuel Duarte
Publicado em: (2021)
article Fisheries Inspection in Portuguese Waters from 2015 to 2023
por: Moura, Ricardo
Publicado em: (2024)
por: Moura, Ricardo
Publicado em: (2024)
article On the linear combination of independent logistic random variables
por: Marques, Filipe J.
Publicado em: (2018)
por: Marques, Filipe J.
Publicado em: (2018)
article Classification and biomarker selection in lower-grade glioma using robust sparse logistic regression applied to RNA-seq data
por: Carrilho, João F.
Publicado em: (2022)
por: Carrilho, João F.
Publicado em: (2022)
article Updating TCGA glioma classification through integration of molecular data following the latest WHO guidelines
por: de Mendonça, Mónica Leiria
Publicado em: (2025)
por: de Mendonça, Mónica Leiria
Publicado em: (2025)
article On stochastic aspects of impact modeling of the innovation incentive system and business internationalization
por: Grilo, L. M.
Publicado em: (2024)
por: Grilo, L. M.
Publicado em: (2024)
article Feasible Stein-Type and Preliminary Test Estimations in the System Regression Model
por: Norouzirad, Mina
Publicado em: (2023)
por: Norouzirad, Mina
Publicado em: (2023)
article Recombination effects in laser-driven acceleration of heavy ions
por: Morris, S.
Publicado em: (2025)
por: Morris, S.
Publicado em: (2025)
newspaper Preface
por: Pacheco, António
Publicado em: (2014)
por: Pacheco, António
Publicado em: (2014)
article Multiparametric MRI dataset for susceptibility-based radiomic feature extraction and analysis
por: Fiscone, Cristiana
Publicado em: (2024)
por: Fiscone, Cristiana
Publicado em: (2024)
school Inferência estatística em modelos não gaussianos com recurso a spacings e outras funções de estatísticas ordinais
por: Brilhante, Maria de Fátima Almeida
Publicado em: (1999)
por: Brilhante, Maria de Fátima Almeida
Publicado em: (1999)
article Large-dimensional cointegrated threshold factor models
por: Abreu, Daniel
Publicado em: (2026)
por: Abreu, Daniel
Publicado em: (2026)
Registos relacionados
-
article Predominance of constitutional chromosomal rearrangements in human chromosomal fragile sites
por: Sequeira, Inês Jorge da Silva
Publicado em: (2013) -
category Correction to: Testing the hypothesis of a block compound symmetric covariance matrix for elliptically contoured distributions (TEST, (2017), 26, 2, (308-330), 10.1007/s11749-016-0512-4)
por: Coelho, Carlos Agra
Publicado em: (2021) -
article A chromosome-scale reference genome of grasspea (Lathyrus sativus)
por: Vigouroux, Marielle
Publicado em: (2024) -
article M. Gabriela M. Gomes, Ibrahim Mohammed and Chris Robertson's contribution to the Discussion of ‘Some statistical aspects of the Covid-19 response’ by Wood et al.
por: Gomes, M. Gabriela M.
Publicado em: (2026) -
article A re-examination of inflation persistence dynamics in OECD countries
por: Zsurkis, Gabriel
Publicado em: (2021)