Cargando…

Metabolic and proteomic indications of diabetes progression in human aqueous humor

Diabetes mellitus is a multiorgan systemic disease impacting numerous ocular structures that results in significant ocular morbidity and often results in more frequent corneal and glaucoma surgeries for affected individuals. We hypothesize that the systemic metabolic and proteomic derangement observ...

Descripción completa

Detalles Bibliográficos
Autores principales: Fortenbach, Christopher R., Skeie, Jessica M., Sevcik, Kristina M., Johnson, A. Tim, Oetting, Thomas A., Haugsdal, Jaclyn M., Sales, Christopher S., Nishimura, Darryl Y., Taylor, Eric B., Schmidt, Gregory A., Greiner, Mark A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9847982/
https://www.ncbi.nlm.nih.gov/pubmed/36652491
http://dx.doi.org/10.1371/journal.pone.0280491
_version_ 1784871598929477632
author Fortenbach, Christopher R.
Skeie, Jessica M.
Sevcik, Kristina M.
Johnson, A. Tim
Oetting, Thomas A.
Haugsdal, Jaclyn M.
Sales, Christopher S.
Nishimura, Darryl Y.
Taylor, Eric B.
Schmidt, Gregory A.
Greiner, Mark A.
author_facet Fortenbach, Christopher R.
Skeie, Jessica M.
Sevcik, Kristina M.
Johnson, A. Tim
Oetting, Thomas A.
Haugsdal, Jaclyn M.
Sales, Christopher S.
Nishimura, Darryl Y.
Taylor, Eric B.
Schmidt, Gregory A.
Greiner, Mark A.
author_sort Fortenbach, Christopher R.
collection PubMed
description Diabetes mellitus is a multiorgan systemic disease impacting numerous ocular structures that results in significant ocular morbidity and often results in more frequent corneal and glaucoma surgeries for affected individuals. We hypothesize that the systemic metabolic and proteomic derangement observed in the progression of diabetes influences the composition of the aqueous humor (AH), which ultimately impacts the anterior segment health of the eye. To identify changes associated with diabetes progression, we mapped the metabolite profile and proteome of AH samples from patients with varying severities of type II diabetes (T2DM). Patients were classified as nondiabetic (ND or control), non-insulin-dependent diabetic without advanced features of disease (NAD-ni), insulin-dependent diabetic without advanced features (NAD-i), or diabetic with advanced features (AD). AH samples collected from the anterior chamber during elective ophthalmic surgery were evaluated for metabolite and protein expression changes associated with diabetic severity via gas chromatography/mass spectrometry and ultra-high performance liquid chromatography tandem mass spectrometry, respectively. Metabolic and proteomic pathway analyses were conducted utilizing MetaboAnalyst 4.0 and Ingenuity Pathway Analysis. A total of 14 control, 12 NAD-ni, 4 NAD-I, and 14 AD samples were included for analysis. Elevated levels of several branched amino acids (e.g., valine, leucine, isoleucine), and lipid metabolites (e.g., palmitate) were found only with increasing diabetic severity (i.e., the AD group). Similar proteomic trends were noted in amino acid and fatty acid metabolism and the unfolded protein/stress response. These results represent the first report of both metabolomic and proteomic evaluation of aqueous humor. Diabetes results in metabolic and proteomic perturbations detectable in the AH, and unique changes become manifest as T2DM severity worsens. Changes in AH composition may serve as an indicator of disease severity, risk assessment of anterior segment cells and structures, and potential future therapies.
format Online
Article
Text
id pubmed-9847982
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-98479822023-01-19 Metabolic and proteomic indications of diabetes progression in human aqueous humor Fortenbach, Christopher R. Skeie, Jessica M. Sevcik, Kristina M. Johnson, A. Tim Oetting, Thomas A. Haugsdal, Jaclyn M. Sales, Christopher S. Nishimura, Darryl Y. Taylor, Eric B. Schmidt, Gregory A. Greiner, Mark A. PLoS One Research Article Diabetes mellitus is a multiorgan systemic disease impacting numerous ocular structures that results in significant ocular morbidity and often results in more frequent corneal and glaucoma surgeries for affected individuals. We hypothesize that the systemic metabolic and proteomic derangement observed in the progression of diabetes influences the composition of the aqueous humor (AH), which ultimately impacts the anterior segment health of the eye. To identify changes associated with diabetes progression, we mapped the metabolite profile and proteome of AH samples from patients with varying severities of type II diabetes (T2DM). Patients were classified as nondiabetic (ND or control), non-insulin-dependent diabetic without advanced features of disease (NAD-ni), insulin-dependent diabetic without advanced features (NAD-i), or diabetic with advanced features (AD). AH samples collected from the anterior chamber during elective ophthalmic surgery were evaluated for metabolite and protein expression changes associated with diabetic severity via gas chromatography/mass spectrometry and ultra-high performance liquid chromatography tandem mass spectrometry, respectively. Metabolic and proteomic pathway analyses were conducted utilizing MetaboAnalyst 4.0 and Ingenuity Pathway Analysis. A total of 14 control, 12 NAD-ni, 4 NAD-I, and 14 AD samples were included for analysis. Elevated levels of several branched amino acids (e.g., valine, leucine, isoleucine), and lipid metabolites (e.g., palmitate) were found only with increasing diabetic severity (i.e., the AD group). Similar proteomic trends were noted in amino acid and fatty acid metabolism and the unfolded protein/stress response. These results represent the first report of both metabolomic and proteomic evaluation of aqueous humor. Diabetes results in metabolic and proteomic perturbations detectable in the AH, and unique changes become manifest as T2DM severity worsens. Changes in AH composition may serve as an indicator of disease severity, risk assessment of anterior segment cells and structures, and potential future therapies. Public Library of Science 2023-01-18 /pmc/articles/PMC9847982/ /pubmed/36652491 http://dx.doi.org/10.1371/journal.pone.0280491 Text en https://creativecommons.org/publicdomain/zero/1.0/This is an open access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available under the Creative Commons CC0 (https://creativecommons.org/publicdomain/zero/1.0/) public domain dedication.
spellingShingle Research Article
Fortenbach, Christopher R.
Skeie, Jessica M.
Sevcik, Kristina M.
Johnson, A. Tim
Oetting, Thomas A.
Haugsdal, Jaclyn M.
Sales, Christopher S.
Nishimura, Darryl Y.
Taylor, Eric B.
Schmidt, Gregory A.
Greiner, Mark A.
Metabolic and proteomic indications of diabetes progression in human aqueous humor
title Metabolic and proteomic indications of diabetes progression in human aqueous humor
title_full Metabolic and proteomic indications of diabetes progression in human aqueous humor
title_fullStr Metabolic and proteomic indications of diabetes progression in human aqueous humor
title_full_unstemmed Metabolic and proteomic indications of diabetes progression in human aqueous humor
title_short Metabolic and proteomic indications of diabetes progression in human aqueous humor
title_sort metabolic and proteomic indications of diabetes progression in human aqueous humor
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9847982/
https://www.ncbi.nlm.nih.gov/pubmed/36652491
http://dx.doi.org/10.1371/journal.pone.0280491
work_keys_str_mv AT fortenbachchristopherr metabolicandproteomicindicationsofdiabetesprogressioninhumanaqueoushumor
AT skeiejessicam metabolicandproteomicindicationsofdiabetesprogressioninhumanaqueoushumor
AT sevcikkristinam metabolicandproteomicindicationsofdiabetesprogressioninhumanaqueoushumor
AT johnsonatim metabolicandproteomicindicationsofdiabetesprogressioninhumanaqueoushumor
AT oettingthomasa metabolicandproteomicindicationsofdiabetesprogressioninhumanaqueoushumor
AT haugsdaljaclynm metabolicandproteomicindicationsofdiabetesprogressioninhumanaqueoushumor
AT saleschristophers metabolicandproteomicindicationsofdiabetesprogressioninhumanaqueoushumor
AT nishimuradarryly metabolicandproteomicindicationsofdiabetesprogressioninhumanaqueoushumor
AT taylorericb metabolicandproteomicindicationsofdiabetesprogressioninhumanaqueoushumor
AT schmidtgregorya metabolicandproteomicindicationsofdiabetesprogressioninhumanaqueoushumor
AT greinermarka metabolicandproteomicindicationsofdiabetesprogressioninhumanaqueoushumor