Single-cell sequencing analysis and bulk-seq identify IGFBP6 and TNFAIP6 as novel differential diagnosis markers for postburn pathological scarring

医学 病态的 鉴别诊断 病理 计算生物学 生物
作者
Chi Zhong,Xiaoyong Yang,Peiting Li,Jason A. Weesner,Xianrui Wu,Shuyue Chen,Бо Лю,Fuying Li,Zitong Zhao,Jianda Zhou,Geao Liang,Dan Xu
出处
期刊:Burns [Elsevier]
标识
DOI:10.1016/j.burns.2024.08.021
摘要

If not accurately diagnosed and treated, postburn pathological scars, such as keloids and hypertrophic scars, can lead to negative clinical outcomes. However, differential diagnosis at the molecular level for postburn pathological scars remains limited. Using single-cell sequencing analysis, we investigated the genetic nuances of pathological scars at the cellular level. This study aimed to identify molecular diagnostic biomarkers to distinguish between postburn keloids and hypertrophic scars. Single-cell sequencing, differential expression, and weighted co-expression network analyses were performed to identify potential key genes for discriminating between keloids and hypertrophic scars. Postburn clinical samples were collected from our centre to validate the expression levels of the identified key genes. Single-cell sequencing analysis unveiled 29 and 30 cell clusters in keloids and hypertrophic scars, respectively, predominantly composed of fibroblasts. Bulk differential gene analysis showed 96 highly expressed genes and 69 lowly expressed genes in keloids compared to hypertrophic scars. By incorporating previous research, Gene Set Enrichment Analysis was conducted to select fibroblasts as the focus of research. According to the single-cell data, 301 genes were stably expressed in fibroblasts from both types of pathological scars. Consistently, Weighted Gene Co-expression Network Analysis revealed that the blue module genes were mostly hub genes associated with fibroblasts. After intersecting fibroblast-related genes in single-cell data, Weighted Gene Co-expression Network Analysis-hub module genes, and bulk differential expression genes, insulin-like growth factor binding protein 6 and tumour necrosis factor alpha-induced protein 6 were identified as key genes to distinguish keloids from hypertrophic scars, resulting in diagnostic accuracies of 1.0 and 0.75, respectively. Immunohistochemical Staining and Quantitative Reverse Transcription PCR revealed that the expression levels of tumour necrosis factor alpha induced protein 6 and insulin-like growth factor binding protein 6 were significantly lower in postburn keloids than in hypertrophic scars- Tumour necrosis factor alpha induced protein 6 and insulin-like growth factor binding protein 6, exhibiting high diagnostic accuracy, provide valuable guidance for the differential diagnosis and treatment of postburn pathological scars- • Single-cell sequencing identified key genes to distinguish postburn keloids from hypertrophic scars. • TNFAIP6 and IGFBP6 levels were lower in postburn keloids compared to hypertrophic scars, demonstrating high diagnostic accuracy. • We validated TNFAIP6 and IGFBP6 expression in clinical samples using immunohistochemistry and qRT-PCR.

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
6秒前
无问完成签到,获得积分10
6秒前
ttracc完成签到 ,获得积分10
7秒前
腼腆的小熊猫完成签到 ,获得积分10
8秒前
penguin发布了新的文献求助10
9秒前
领导范儿应助科研通管家采纳,获得10
12秒前
一一应助科研通管家采纳,获得30
12秒前
科研通AI2S应助科研通管家采纳,获得10
12秒前
Owen应助科研通管家采纳,获得10
12秒前
12秒前
16秒前
铲铲完成签到,获得积分10
16秒前
芽衣发布了新的文献求助10
17秒前
21秒前
zyh完成签到,获得积分10
22秒前
maclogos发布了新的文献求助10
23秒前
杨tong完成签到 ,获得积分10
24秒前
Doogie发布了新的文献求助10
26秒前
albertchan完成签到,获得积分10
27秒前
起风了完成签到 ,获得积分10
28秒前
ZXG完成签到 ,获得积分10
29秒前
hkh发布了新的文献求助10
33秒前
uvth完成签到,获得积分10
34秒前
俊逸沛菡完成签到 ,获得积分10
37秒前
lzd完成签到,获得积分10
38秒前
Mobius完成签到,获得积分10
41秒前
拼搏小丸子完成签到 ,获得积分10
42秒前
42秒前
诚心小蘑菇完成签到 ,获得积分20
44秒前
kay完成签到,获得积分20
45秒前
星辰大海应助cucumber采纳,获得10
46秒前
linyingo发布了新的文献求助10
48秒前
不会失忆完成签到,获得积分10
49秒前
53秒前
55秒前
zym发布了新的文献求助20
58秒前
Wesley发布了新的文献求助10
58秒前
Tiam发布了新的文献求助30
59秒前
不会学术的羊完成签到,获得积分10
1分钟前
Hubery完成签到 ,获得积分10
1分钟前
高分求助中
LNG地下式貯槽指針(JGA指-107-19)(Recommended practice for LNG inground storage) 1000
Second Language Writing (2nd Edition) by Ken Hyland, 2019 1000
Generalized Linear Mixed Models 第二版 1000
rhetoric, logic and argumentation: a guide to student writers 1000
QMS18Ed2 | process management. 2nd ed 1000
Operative Techniques in Pediatric Orthopaedic Surgery 510
A High Efficiency Grating Coupler Based on Hybrid Si-Lithium Niobate on Insulator Platform 500
热门求助领域 (近24小时)
化学 医学 材料科学 生物 工程类 有机化学 生物化学 物理 内科学 纳米技术 计算机科学 化学工程 复合材料 基因 遗传学 物理化学 催化作用 免疫学 细胞生物学 电极
热门帖子
关注 科研通微信公众号,转发送积分 2922621
求助须知:如何正确求助?哪些是违规求助? 2567124
关于积分的说明 6939155
捐赠科研通 2222808
什么是DOI,文献DOI怎么找? 1181518
版权声明 588937
科研通“疑难数据库(出版商)”最低求助积分说明 578143