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Micro-dissection and integration of long and short reads to create a robust catalog of kidney compartment-specific isoforms

Studying isoform expression at the microscopic level has always been a challenging task. A classical example is kidney, where glomerular and tubulo-interstitial compartments carry out drastically different physiological functions and thus presumably their isoform expression also differs. We aim at d...

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Autores principales: Li, Hongyang, Eksi, Ridvan, Yi, Daiyao, Godfrey, Bradley, Mathew, Lisa R., O’Connor, Christopher L., Bitzer, Markus, Kretzler, Matthias, Menon, Rajasree, Guan, Yuanfang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9037928/
https://www.ncbi.nlm.nih.gov/pubmed/35468141
http://dx.doi.org/10.1371/journal.pcbi.1010040
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author Li, Hongyang
Eksi, Ridvan
Yi, Daiyao
Godfrey, Bradley
Mathew, Lisa R.
O’Connor, Christopher L.
Bitzer, Markus
Kretzler, Matthias
Menon, Rajasree
Guan, Yuanfang
author_facet Li, Hongyang
Eksi, Ridvan
Yi, Daiyao
Godfrey, Bradley
Mathew, Lisa R.
O’Connor, Christopher L.
Bitzer, Markus
Kretzler, Matthias
Menon, Rajasree
Guan, Yuanfang
author_sort Li, Hongyang
collection PubMed
description Studying isoform expression at the microscopic level has always been a challenging task. A classical example is kidney, where glomerular and tubulo-interstitial compartments carry out drastically different physiological functions and thus presumably their isoform expression also differs. We aim at developing an experimental and computational pipeline for identifying isoforms at microscopic structure-level. We microdissected glomerular and tubulo-interstitial compartments from healthy human kidney tissues from two cohorts. The two compartments were separately sequenced with the PacBio RS II platform. These transcripts were then validated using transcripts of the same samples by the traditional Illumina RNA-Seq protocol, distinct Illumina RNA-Seq short reads from European Renal cDNA Bank (ERCB) samples, and annotated GENCODE transcript list, thus identifying novel transcripts. We identified 14,739 and 14,259 annotated transcripts, and 17,268 and 13,118 potentially novel transcripts in the glomerular and tubulo-interstitial compartments, respectively. Of note, relying solely on either short or long reads would have resulted in many erroneous identifications. We identified distinct pathways involved in glomerular and tubulo-interstitial compartments at the isoform level, creating an important experimental and computational resource for the kidney research community.
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spelling pubmed-90379282022-04-26 Micro-dissection and integration of long and short reads to create a robust catalog of kidney compartment-specific isoforms Li, Hongyang Eksi, Ridvan Yi, Daiyao Godfrey, Bradley Mathew, Lisa R. O’Connor, Christopher L. Bitzer, Markus Kretzler, Matthias Menon, Rajasree Guan, Yuanfang PLoS Comput Biol Research Article Studying isoform expression at the microscopic level has always been a challenging task. A classical example is kidney, where glomerular and tubulo-interstitial compartments carry out drastically different physiological functions and thus presumably their isoform expression also differs. We aim at developing an experimental and computational pipeline for identifying isoforms at microscopic structure-level. We microdissected glomerular and tubulo-interstitial compartments from healthy human kidney tissues from two cohorts. The two compartments were separately sequenced with the PacBio RS II platform. These transcripts were then validated using transcripts of the same samples by the traditional Illumina RNA-Seq protocol, distinct Illumina RNA-Seq short reads from European Renal cDNA Bank (ERCB) samples, and annotated GENCODE transcript list, thus identifying novel transcripts. We identified 14,739 and 14,259 annotated transcripts, and 17,268 and 13,118 potentially novel transcripts in the glomerular and tubulo-interstitial compartments, respectively. Of note, relying solely on either short or long reads would have resulted in many erroneous identifications. We identified distinct pathways involved in glomerular and tubulo-interstitial compartments at the isoform level, creating an important experimental and computational resource for the kidney research community. Public Library of Science 2022-04-25 /pmc/articles/PMC9037928/ /pubmed/35468141 http://dx.doi.org/10.1371/journal.pcbi.1010040 Text en © 2022 Li et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Li, Hongyang
Eksi, Ridvan
Yi, Daiyao
Godfrey, Bradley
Mathew, Lisa R.
O’Connor, Christopher L.
Bitzer, Markus
Kretzler, Matthias
Menon, Rajasree
Guan, Yuanfang
Micro-dissection and integration of long and short reads to create a robust catalog of kidney compartment-specific isoforms
title Micro-dissection and integration of long and short reads to create a robust catalog of kidney compartment-specific isoforms
title_full Micro-dissection and integration of long and short reads to create a robust catalog of kidney compartment-specific isoforms
title_fullStr Micro-dissection and integration of long and short reads to create a robust catalog of kidney compartment-specific isoforms
title_full_unstemmed Micro-dissection and integration of long and short reads to create a robust catalog of kidney compartment-specific isoforms
title_short Micro-dissection and integration of long and short reads to create a robust catalog of kidney compartment-specific isoforms
title_sort micro-dissection and integration of long and short reads to create a robust catalog of kidney compartment-specific isoforms
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9037928/
https://www.ncbi.nlm.nih.gov/pubmed/35468141
http://dx.doi.org/10.1371/journal.pcbi.1010040
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