Cargando…

Evaluation of Five Mammalian Models for Human Disease Research Using Genomic and Bioinformatic Approaches

The suitability of an animal model for use in studying human diseases relies heavily on the similarities between the two species at the genetic, epigenetic, and metabolic levels. However, there is a lack of consistent data from different animal models at each level to evaluate this suitability. With...

Descripción completa

Detalles Bibliográficos
Autores principales: Jagadesan, Sankarasubramanian, Mondal, Pinaki, Carlson, Mark A., Guda, Chittibabu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10452283/
https://www.ncbi.nlm.nih.gov/pubmed/37626695
http://dx.doi.org/10.3390/biomedicines11082197
_version_ 1785095630472871936
author Jagadesan, Sankarasubramanian
Mondal, Pinaki
Carlson, Mark A.
Guda, Chittibabu
author_facet Jagadesan, Sankarasubramanian
Mondal, Pinaki
Carlson, Mark A.
Guda, Chittibabu
author_sort Jagadesan, Sankarasubramanian
collection PubMed
description The suitability of an animal model for use in studying human diseases relies heavily on the similarities between the two species at the genetic, epigenetic, and metabolic levels. However, there is a lack of consistent data from different animal models at each level to evaluate this suitability. With the availability of genome sequences for many mammalian species, it is now possible to compare animal models based on genomic similarities. Herein, we compare the coding sequences (CDSs) of five mammalian models, including rhesus macaque, marmoset, pig, mouse, and rat models, with human coding sequences. We identified 10,316 conserved CDSs across the five organisms and the human genome based on sequence similarity. Mapping the human-disease-associated single-nucleotide polymorphisms (SNPs) from these conserved CDSs in each species has identified species-specific associations with various human diseases. While associations with a disease such as colon cancer were prevalent in multiple model species, the rhesus macaque showed the most model-specific human disease associations. Based on the percentage of disease-associated SNP-containing genes, marmoset models are well suited to study many human ailments, including behavioral and cardiovascular diseases. This study demonstrates a genomic similarity evaluation of five animal models against human CDSs that could help investigators select a suitable animal model for studying their target disease.
format Online
Article
Text
id pubmed-10452283
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-104522832023-08-26 Evaluation of Five Mammalian Models for Human Disease Research Using Genomic and Bioinformatic Approaches Jagadesan, Sankarasubramanian Mondal, Pinaki Carlson, Mark A. Guda, Chittibabu Biomedicines Article The suitability of an animal model for use in studying human diseases relies heavily on the similarities between the two species at the genetic, epigenetic, and metabolic levels. However, there is a lack of consistent data from different animal models at each level to evaluate this suitability. With the availability of genome sequences for many mammalian species, it is now possible to compare animal models based on genomic similarities. Herein, we compare the coding sequences (CDSs) of five mammalian models, including rhesus macaque, marmoset, pig, mouse, and rat models, with human coding sequences. We identified 10,316 conserved CDSs across the five organisms and the human genome based on sequence similarity. Mapping the human-disease-associated single-nucleotide polymorphisms (SNPs) from these conserved CDSs in each species has identified species-specific associations with various human diseases. While associations with a disease such as colon cancer were prevalent in multiple model species, the rhesus macaque showed the most model-specific human disease associations. Based on the percentage of disease-associated SNP-containing genes, marmoset models are well suited to study many human ailments, including behavioral and cardiovascular diseases. This study demonstrates a genomic similarity evaluation of five animal models against human CDSs that could help investigators select a suitable animal model for studying their target disease. MDPI 2023-08-04 /pmc/articles/PMC10452283/ /pubmed/37626695 http://dx.doi.org/10.3390/biomedicines11082197 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Jagadesan, Sankarasubramanian
Mondal, Pinaki
Carlson, Mark A.
Guda, Chittibabu
Evaluation of Five Mammalian Models for Human Disease Research Using Genomic and Bioinformatic Approaches
title Evaluation of Five Mammalian Models for Human Disease Research Using Genomic and Bioinformatic Approaches
title_full Evaluation of Five Mammalian Models for Human Disease Research Using Genomic and Bioinformatic Approaches
title_fullStr Evaluation of Five Mammalian Models for Human Disease Research Using Genomic and Bioinformatic Approaches
title_full_unstemmed Evaluation of Five Mammalian Models for Human Disease Research Using Genomic and Bioinformatic Approaches
title_short Evaluation of Five Mammalian Models for Human Disease Research Using Genomic and Bioinformatic Approaches
title_sort evaluation of five mammalian models for human disease research using genomic and bioinformatic approaches
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10452283/
https://www.ncbi.nlm.nih.gov/pubmed/37626695
http://dx.doi.org/10.3390/biomedicines11082197
work_keys_str_mv AT jagadesansankarasubramanian evaluationoffivemammalianmodelsforhumandiseaseresearchusinggenomicandbioinformaticapproaches
AT mondalpinaki evaluationoffivemammalianmodelsforhumandiseaseresearchusinggenomicandbioinformaticapproaches
AT carlsonmarka evaluationoffivemammalianmodelsforhumandiseaseresearchusinggenomicandbioinformaticapproaches
AT gudachittibabu evaluationoffivemammalianmodelsforhumandiseaseresearchusinggenomicandbioinformaticapproaches