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Phenotype-tissue expression and exploration (PTEE) resource facilitates the choice of tissue for RNA-seq-based clinical genetics studies

BACKGROUND: RNA-seq emerges as a valuable method for clinical genetics. The transcriptome is “dynamic” and tissue-specific, but typically the probed tissues to analyze (TA) are different from the tissue of interest (TI) based on pathophysiology. RESULTS: We developed Phenotype-Tissue Expression and...

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Autores principales: Velluva, Akhil, Radtke, Maximillian, Horn, Susanne, Popp, Bernt, Platzer, Konrad, Gjermeni, Erind, Lin, Chen-Ching, Lemke, Johannes R., Garten, Antje, Schöneberg, Torsten, Blüher, Matthias, Abou Jamra, Rami, Le Duc, Diana
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8573933/
https://www.ncbi.nlm.nih.gov/pubmed/34743696
http://dx.doi.org/10.1186/s12864-021-08125-9
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author Velluva, Akhil
Radtke, Maximillian
Horn, Susanne
Popp, Bernt
Platzer, Konrad
Gjermeni, Erind
Lin, Chen-Ching
Lemke, Johannes R.
Garten, Antje
Schöneberg, Torsten
Blüher, Matthias
Abou Jamra, Rami
Le Duc, Diana
author_facet Velluva, Akhil
Radtke, Maximillian
Horn, Susanne
Popp, Bernt
Platzer, Konrad
Gjermeni, Erind
Lin, Chen-Ching
Lemke, Johannes R.
Garten, Antje
Schöneberg, Torsten
Blüher, Matthias
Abou Jamra, Rami
Le Duc, Diana
author_sort Velluva, Akhil
collection PubMed
description BACKGROUND: RNA-seq emerges as a valuable method for clinical genetics. The transcriptome is “dynamic” and tissue-specific, but typically the probed tissues to analyze (TA) are different from the tissue of interest (TI) based on pathophysiology. RESULTS: We developed Phenotype-Tissue Expression and Exploration (PTEE), a tool to facilitate the decision about the most suitable TA for RNA-seq. We integrated phenotype-annotated genes, used 54 tissues from GTEx to perform correlation analyses and identify expressed genes and transcripts between TAs and TIs. We identified skeletal muscle as the most appropriate TA to inquire for cardiac arrhythmia genes and skin as a good proxy to study neurodevelopmental disorders. We also explored RNA-seq limitations and show that on-off switching of gene expression during ontogenesis or circadian rhythm can cause blind spots for RNA-seq-based analyses. CONCLUSIONS: PTEE aids the identification of tissues suitable for RNA-seq for a given pathology to increase the success rate of diagnosis and gene discovery. PTEE is freely available at https://bioinf.eva.mpg.de/PTEE/ SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12864-021-08125-9.
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spelling pubmed-85739332021-11-08 Phenotype-tissue expression and exploration (PTEE) resource facilitates the choice of tissue for RNA-seq-based clinical genetics studies Velluva, Akhil Radtke, Maximillian Horn, Susanne Popp, Bernt Platzer, Konrad Gjermeni, Erind Lin, Chen-Ching Lemke, Johannes R. Garten, Antje Schöneberg, Torsten Blüher, Matthias Abou Jamra, Rami Le Duc, Diana BMC Genomics Software BACKGROUND: RNA-seq emerges as a valuable method for clinical genetics. The transcriptome is “dynamic” and tissue-specific, but typically the probed tissues to analyze (TA) are different from the tissue of interest (TI) based on pathophysiology. RESULTS: We developed Phenotype-Tissue Expression and Exploration (PTEE), a tool to facilitate the decision about the most suitable TA for RNA-seq. We integrated phenotype-annotated genes, used 54 tissues from GTEx to perform correlation analyses and identify expressed genes and transcripts between TAs and TIs. We identified skeletal muscle as the most appropriate TA to inquire for cardiac arrhythmia genes and skin as a good proxy to study neurodevelopmental disorders. We also explored RNA-seq limitations and show that on-off switching of gene expression during ontogenesis or circadian rhythm can cause blind spots for RNA-seq-based analyses. CONCLUSIONS: PTEE aids the identification of tissues suitable for RNA-seq for a given pathology to increase the success rate of diagnosis and gene discovery. PTEE is freely available at https://bioinf.eva.mpg.de/PTEE/ SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12864-021-08125-9. BioMed Central 2021-11-07 /pmc/articles/PMC8573933/ /pubmed/34743696 http://dx.doi.org/10.1186/s12864-021-08125-9 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Software
Velluva, Akhil
Radtke, Maximillian
Horn, Susanne
Popp, Bernt
Platzer, Konrad
Gjermeni, Erind
Lin, Chen-Ching
Lemke, Johannes R.
Garten, Antje
Schöneberg, Torsten
Blüher, Matthias
Abou Jamra, Rami
Le Duc, Diana
Phenotype-tissue expression and exploration (PTEE) resource facilitates the choice of tissue for RNA-seq-based clinical genetics studies
title Phenotype-tissue expression and exploration (PTEE) resource facilitates the choice of tissue for RNA-seq-based clinical genetics studies
title_full Phenotype-tissue expression and exploration (PTEE) resource facilitates the choice of tissue for RNA-seq-based clinical genetics studies
title_fullStr Phenotype-tissue expression and exploration (PTEE) resource facilitates the choice of tissue for RNA-seq-based clinical genetics studies
title_full_unstemmed Phenotype-tissue expression and exploration (PTEE) resource facilitates the choice of tissue for RNA-seq-based clinical genetics studies
title_short Phenotype-tissue expression and exploration (PTEE) resource facilitates the choice of tissue for RNA-seq-based clinical genetics studies
title_sort phenotype-tissue expression and exploration (ptee) resource facilitates the choice of tissue for rna-seq-based clinical genetics studies
topic Software
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8573933/
https://www.ncbi.nlm.nih.gov/pubmed/34743696
http://dx.doi.org/10.1186/s12864-021-08125-9
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