Cargando…

DIPPER, a spatiotemporal proteomics atlas of human intervertebral discs for exploring ageing and degeneration dynamics

The spatiotemporal proteome of the intervertebral disc (IVD) underpins its integrity and function. We present DIPPER, a deep and comprehensive IVD proteomic resource comprising 94 genome-wide profiles from 17 individuals. To begin with, protein modules defining key directional trends spanning the la...

Descripción completa

Detalles Bibliográficos
Autores principales: Tam, Vivian, Chen, Peikai, Yee, Anita, Solis, Nestor, Klein, Theo, Kudelko, Mateusz, Sharma, Rakesh, Chan, Wilson CW, Overall, Christopher M, Haglund, Lisbet, Sham, Pak C, Cheah, Kathryn Song Eng, Chan, Danny
Formato: Online Artículo Texto
Lenguaje:English
Publicado: eLife Sciences Publications, Ltd 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7857729/
https://www.ncbi.nlm.nih.gov/pubmed/33382035
http://dx.doi.org/10.7554/eLife.64940
_version_ 1783646498245836800
author Tam, Vivian
Chen, Peikai
Yee, Anita
Solis, Nestor
Klein, Theo
Kudelko, Mateusz
Sharma, Rakesh
Chan, Wilson CW
Overall, Christopher M
Haglund, Lisbet
Sham, Pak C
Cheah, Kathryn Song Eng
Chan, Danny
author_facet Tam, Vivian
Chen, Peikai
Yee, Anita
Solis, Nestor
Klein, Theo
Kudelko, Mateusz
Sharma, Rakesh
Chan, Wilson CW
Overall, Christopher M
Haglund, Lisbet
Sham, Pak C
Cheah, Kathryn Song Eng
Chan, Danny
author_sort Tam, Vivian
collection PubMed
description The spatiotemporal proteome of the intervertebral disc (IVD) underpins its integrity and function. We present DIPPER, a deep and comprehensive IVD proteomic resource comprising 94 genome-wide profiles from 17 individuals. To begin with, protein modules defining key directional trends spanning the lateral and anteroposterior axes were derived from high-resolution spatial proteomes of intact young cadaveric lumbar IVDs. They revealed novel region-specific profiles of regulatory activities and displayed potential paths of deconstruction in the level- and location-matched aged cadaveric discs. Machine learning methods predicted a ‘hydration matrisome’ that connects extracellular matrix with MRI intensity. Importantly, the static proteome used as point-references can be integrated with dynamic proteome (SILAC/degradome) and transcriptome data from multiple clinical samples, enhancing robustness and clinical relevance. The data, findings, and methodology, available on a web interface (http://www.sbms.hku.hk/dclab/DIPPER/), will be valuable references in the field of IVD biology and proteomic analytics.
format Online
Article
Text
id pubmed-7857729
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher eLife Sciences Publications, Ltd
record_format MEDLINE/PubMed
spelling pubmed-78577292021-02-04 DIPPER, a spatiotemporal proteomics atlas of human intervertebral discs for exploring ageing and degeneration dynamics Tam, Vivian Chen, Peikai Yee, Anita Solis, Nestor Klein, Theo Kudelko, Mateusz Sharma, Rakesh Chan, Wilson CW Overall, Christopher M Haglund, Lisbet Sham, Pak C Cheah, Kathryn Song Eng Chan, Danny eLife Computational and Systems Biology The spatiotemporal proteome of the intervertebral disc (IVD) underpins its integrity and function. We present DIPPER, a deep and comprehensive IVD proteomic resource comprising 94 genome-wide profiles from 17 individuals. To begin with, protein modules defining key directional trends spanning the lateral and anteroposterior axes were derived from high-resolution spatial proteomes of intact young cadaveric lumbar IVDs. They revealed novel region-specific profiles of regulatory activities and displayed potential paths of deconstruction in the level- and location-matched aged cadaveric discs. Machine learning methods predicted a ‘hydration matrisome’ that connects extracellular matrix with MRI intensity. Importantly, the static proteome used as point-references can be integrated with dynamic proteome (SILAC/degradome) and transcriptome data from multiple clinical samples, enhancing robustness and clinical relevance. The data, findings, and methodology, available on a web interface (http://www.sbms.hku.hk/dclab/DIPPER/), will be valuable references in the field of IVD biology and proteomic analytics. eLife Sciences Publications, Ltd 2020-12-31 /pmc/articles/PMC7857729/ /pubmed/33382035 http://dx.doi.org/10.7554/eLife.64940 Text en © 2020, Tam et al http://creativecommons.org/licenses/by/4.0/ http://creativecommons.org/licenses/by/4.0/This article is distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use and redistribution provided that the original author and source are credited.
spellingShingle Computational and Systems Biology
Tam, Vivian
Chen, Peikai
Yee, Anita
Solis, Nestor
Klein, Theo
Kudelko, Mateusz
Sharma, Rakesh
Chan, Wilson CW
Overall, Christopher M
Haglund, Lisbet
Sham, Pak C
Cheah, Kathryn Song Eng
Chan, Danny
DIPPER, a spatiotemporal proteomics atlas of human intervertebral discs for exploring ageing and degeneration dynamics
title DIPPER, a spatiotemporal proteomics atlas of human intervertebral discs for exploring ageing and degeneration dynamics
title_full DIPPER, a spatiotemporal proteomics atlas of human intervertebral discs for exploring ageing and degeneration dynamics
title_fullStr DIPPER, a spatiotemporal proteomics atlas of human intervertebral discs for exploring ageing and degeneration dynamics
title_full_unstemmed DIPPER, a spatiotemporal proteomics atlas of human intervertebral discs for exploring ageing and degeneration dynamics
title_short DIPPER, a spatiotemporal proteomics atlas of human intervertebral discs for exploring ageing and degeneration dynamics
title_sort dipper, a spatiotemporal proteomics atlas of human intervertebral discs for exploring ageing and degeneration dynamics
topic Computational and Systems Biology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7857729/
https://www.ncbi.nlm.nih.gov/pubmed/33382035
http://dx.doi.org/10.7554/eLife.64940
work_keys_str_mv AT tamvivian dipperaspatiotemporalproteomicsatlasofhumanintervertebraldiscsforexploringageinganddegenerationdynamics
AT chenpeikai dipperaspatiotemporalproteomicsatlasofhumanintervertebraldiscsforexploringageinganddegenerationdynamics
AT yeeanita dipperaspatiotemporalproteomicsatlasofhumanintervertebraldiscsforexploringageinganddegenerationdynamics
AT solisnestor dipperaspatiotemporalproteomicsatlasofhumanintervertebraldiscsforexploringageinganddegenerationdynamics
AT kleintheo dipperaspatiotemporalproteomicsatlasofhumanintervertebraldiscsforexploringageinganddegenerationdynamics
AT kudelkomateusz dipperaspatiotemporalproteomicsatlasofhumanintervertebraldiscsforexploringageinganddegenerationdynamics
AT sharmarakesh dipperaspatiotemporalproteomicsatlasofhumanintervertebraldiscsforexploringageinganddegenerationdynamics
AT chanwilsoncw dipperaspatiotemporalproteomicsatlasofhumanintervertebraldiscsforexploringageinganddegenerationdynamics
AT overallchristopherm dipperaspatiotemporalproteomicsatlasofhumanintervertebraldiscsforexploringageinganddegenerationdynamics
AT haglundlisbet dipperaspatiotemporalproteomicsatlasofhumanintervertebraldiscsforexploringageinganddegenerationdynamics
AT shampakc dipperaspatiotemporalproteomicsatlasofhumanintervertebraldiscsforexploringageinganddegenerationdynamics
AT cheahkathrynsongeng dipperaspatiotemporalproteomicsatlasofhumanintervertebraldiscsforexploringageinganddegenerationdynamics
AT chandanny dipperaspatiotemporalproteomicsatlasofhumanintervertebraldiscsforexploringageinganddegenerationdynamics