TY - JOUR
T1 - Fibrosis distinguishes critical limb ischemia patients from claudicants in a transcriptomic and histologic analysis
AU - Cong, Guangzhi
AU - Cui, Xiangdong
AU - Ferrari, Ricardo
AU - Pipinos, Iraklis I.
AU - Casale, George P.
AU - Chattopadhyay, Ansuman
AU - Sachdev, Ulka
N1 - Publisher Copyright:
© 2020 by the authors. Licensee MDPI, Basel, Switzerland.
PY - 2020/12
Y1 - 2020/12
N2 - Most patients with critical limb ischemia (CLI) from peripheral arterial disease (PAD) do not have antecedent intermittent claudication (IC). We hypothesized that transcriptomic analysis would identify CLI‐specific pathways, particularly in regards to fibrosis. Derivation cohort data from muscle biopsies in PAD and non‐PAD (controls) was obtained from the Gene Expression Omnibus (GSE120642). Transcriptomic analysis indicated CLI patients (N = 16) had a unique gene expression profile, when compared with non‐PAD controls (N = 15) and IC (N = 20). Ninety‐eight genes differed between controls and IC, 2489 genes differed between CLI and controls, and 2783 genes differed between CLI and IC patients. Pathway enrichment analysis showed that pathways associated with TGFβ, collagen deposition, and VEGF signaling were enriched in CLI but not IC. Receiver operating curve (ROC) analysis of nine fibrosis core gene expression revealed the areas under the ROC (AUC) were all >0.75 for CLI. Furthermore, the fibrosis area (AUC = 0.81) and % fibrosis (AUC = 0.87) in validation cohort validated the fibrosis discrimination CLI from IC and control (all n = 12). In conclusion, transcriptomic analysis identified fibrosis pathways, including those involving TGFβ, as a novel gene expression feature for CLI but not IC. Fibrosis is an important characteristic of CLI, which we confirmed histologically, and may be a target for novel therapies in PAD.
AB - Most patients with critical limb ischemia (CLI) from peripheral arterial disease (PAD) do not have antecedent intermittent claudication (IC). We hypothesized that transcriptomic analysis would identify CLI‐specific pathways, particularly in regards to fibrosis. Derivation cohort data from muscle biopsies in PAD and non‐PAD (controls) was obtained from the Gene Expression Omnibus (GSE120642). Transcriptomic analysis indicated CLI patients (N = 16) had a unique gene expression profile, when compared with non‐PAD controls (N = 15) and IC (N = 20). Ninety‐eight genes differed between controls and IC, 2489 genes differed between CLI and controls, and 2783 genes differed between CLI and IC patients. Pathway enrichment analysis showed that pathways associated with TGFβ, collagen deposition, and VEGF signaling were enriched in CLI but not IC. Receiver operating curve (ROC) analysis of nine fibrosis core gene expression revealed the areas under the ROC (AUC) were all >0.75 for CLI. Furthermore, the fibrosis area (AUC = 0.81) and % fibrosis (AUC = 0.87) in validation cohort validated the fibrosis discrimination CLI from IC and control (all n = 12). In conclusion, transcriptomic analysis identified fibrosis pathways, including those involving TGFβ, as a novel gene expression feature for CLI but not IC. Fibrosis is an important characteristic of CLI, which we confirmed histologically, and may be a target for novel therapies in PAD.
KW - Claudication
KW - Critical limb ischemia (CLI)
KW - Fibrosis pathway
KW - Peripheral artery disease (PAD)
KW - Transcriptomics
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U2 - 10.3390/jcm9123974
DO - 10.3390/jcm9123974
M3 - Article
C2 - 33302519
AN - SCOPUS:85114280668
SN - 2077-0383
VL - 9
SP - 1
EP - 16
JO - Journal of Clinical Medicine
JF - Journal of Clinical Medicine
IS - 12
M1 - 3974
ER -