Unbiased Human Kidney Tissue Proteomics Identifies Matrix Metalloproteinase 7 as a Kidney Disease Biomarker

肾脏疾病 生物标志物 蛋白质组学 生物 纤维化 病理 肾功能 基因表达 医学 内科学 生物信息学 基因 遗传学
作者
Daigoro Hirohama,Amin Abedini,Salina Moon,Aditya Surapaneni,Simon T. Dillon,Allison Vassalotti,Hongbo Liu,Tomohito Doke,Vladimir Martínez,Zaipul I. Md Dom,Anil Karihaloo,Matthew Palmer,Josef Coresh,Morgan E. Grams,Monika A. Niewczas,Katalin Suszták
出处
期刊:Journal of The American Society of Nephrology 卷期号:34 (7): 1279-1291 被引量:7
标识
DOI:10.1681/asn.0000000000000141
摘要

Although gene expression changes have been characterized in human diabetic kidney disease (DKD), unbiased tissue proteomics information for this condition is lacking. The authors conducted an unbiased aptamer-based proteomic analysis of samples from patients with DKD and healthy controls, identifying proteins with levels that associate with kidney function (eGFR) or fibrosis, after adjusting for key covariates. Overall, tissue gene expression only modestly correlated with tissue protein levels. Kidney protein and RNA levels of matrix metalloproteinase 7 (MMP7) strongly correlated with fibrosis and with eGFR. Single-cell RNA sequencing indicated that kidney tubule cells are an important source of MMP7. Furthermore, plasma MMP7 levels predicted future kidney function decline. These findings identify kidney tissue MMP7 as a biomarker of fibrosis and blood MMP7 as a biomarker for future kidney function decline.Diabetic kidney disease (DKD) is responsible for close to half of all ESKD cases. Although unbiased gene expression changes have been extensively characterized in human kidney tissue samples, unbiased protein-level information is not available.We collected human kidney samples from 23 individuals with DKD and ten healthy controls, gathered associated clinical and demographics information, and implemented histologic analysis. We performed unbiased proteomics using the SomaScan platform and quantified the level of 1305 proteins and analyzed gene expression levels by bulk RNA and single-cell RNA sequencing (scRNA-seq). We validated protein levels in a separate cohort of kidney tissue samples as well as in 11,030 blood samples.Globally, human kidney transcript and protein levels showed only modest correlation. Our analysis identified 14 proteins with kidney tissue levels that correlated with eGFR and found that the levels of 152 proteins correlated with interstitial fibrosis. Of the identified proteins, matrix metalloprotease 7 (MMP7) showed the strongest association with both fibrosis and eGFR. The correlation between tissue MMP7 protein expression and kidney function was validated in external datasets. The levels of MMP7 RNA correlated with fibrosis in the primary and validation datasets. Findings from scRNA-seq pointed to proximal tubules, connecting tubules, and principal cells as likely cellular sources of increased tissue MMP7 expression. Furthermore, plasma MMP7 levels correlated not only with kidney function but also associated with prospective kidney function decline.Our findings, which underscore the value of human kidney tissue proteomics analysis, identify kidney tissue MMP7 as a diagnostic marker of kidney fibrosis and blood MMP7 as a biomarker for future kidney function decline.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
更新
大幅提高文件上传限制,最高150M (2024-4-1)

科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
止于至善完成签到,获得积分10
刚刚
SOLOMON应助谛因采纳,获得10
1秒前
2秒前
2秒前
Leonard_Canon发布了新的文献求助10
3秒前
明天再想昵称完成签到,获得积分10
3秒前
大个应助rixinsu采纳,获得10
4秒前
6秒前
ll发布了新的文献求助10
8秒前
baibai发布了新的文献求助10
8秒前
9秒前
Yr关闭了Yr文献求助
11秒前
城南完成签到 ,获得积分10
12秒前
14秒前
16秒前
17秒前
狮子超鸡蛋应助dan采纳,获得10
18秒前
21秒前
天真的嚓茶完成签到,获得积分10
23秒前
baibai完成签到,获得积分20
23秒前
Joyce完成签到,获得积分20
23秒前
lili发布了新的文献求助10
24秒前
Hello应助liuyannong采纳,获得10
25秒前
wcanp完成签到,获得积分20
26秒前
Joyce发布了新的文献求助10
27秒前
28秒前
29秒前
Shubin828完成签到,获得积分20
30秒前
31秒前
个性凡儿完成签到,获得积分10
32秒前
析木完成签到 ,获得积分10
33秒前
znlion完成签到,获得积分10
33秒前
谛因完成签到,获得积分10
34秒前
惠嘟嘟完成签到,获得积分10
36秒前
38秒前
汉堡包应助liuyannong采纳,获得10
38秒前
Amber完成签到 ,获得积分10
41秒前
benben应助墨墨采纳,获得10
43秒前
暴走的烤包子完成签到 ,获得积分10
45秒前
50秒前
高分求助中
One Man Talking: Selected Essays of Shao Xunmei, 1929–1939 800
[Lambert-Eaton syndrome without calcium channel autoantibodies] 520
Active principle of croton oil. VII. Phorbol 500
The three stars each: the Astrolabes and related texts 500
Revolutions 400
Diffusion in Solids: Key Topics in Materials Science and Engineering 400
Phase Diagrams: Key Topics in Materials Science and Engineering 400
热门求助领域 (近24小时)
化学 材料科学 医学 生物 有机化学 工程类 生物化学 纳米技术 物理 内科学 计算机科学 化学工程 复合材料 遗传学 基因 物理化学 催化作用 电极 光电子学 量子力学
热门帖子
关注 科研通微信公众号,转发送积分 2447161
求助须知:如何正确求助?哪些是违规求助? 2121964
关于积分的说明 5397266
捐赠科研通 1850648
什么是DOI,文献DOI怎么找? 920614
版权声明 562142
科研通“疑难数据库(出版商)”最低求助积分说明 492415