Michael L Frisoli, Wei-Che C Ko, Nuria Martinez, Khashayar Afshari, Yuqing Wang, Manuel Garber, John E Harris
{"title":"单细胞 RNA 序列分析揭示了区分过敏性接触性皮炎和刺激性接触性皮炎的分子特征。","authors":"Michael L Frisoli, Wei-Che C Ko, Nuria Martinez, Khashayar Afshari, Yuqing Wang, Manuel Garber, John E Harris","doi":"10.1016/j.jid.2024.09.008","DOIUrl":null,"url":null,"abstract":"<p><p>Allergic contact dermatitis (ACD) is a pruritic skin disease caused by environmental chemicals that induce cell-mediated skin inflammation within susceptible individuals. Irritant contact dermatitis (ICD) is caused by direct damage to the skin barrier by environmental insults. Diagnosis can be challenging because both types of contact dermatitis can appear similar by visual examination, and histopathological analysis does not reliably distinguish ACD from ICD. To discover specific biomarkers of ACD and ICD, we characterized the transcriptomic and proteomic changes that occur within the skin during each type of contact dermatitis. We induced ACD and ICD in healthy human volunteers and sampled skin using a nonscarring suction blister biopsy method that collects interstitial fluid and cellular infiltrate. Single-cell RNA sequencing analysis revealed that cell-specific transcriptome differences rather than cell-type proportions best distinguished ACD from ICD. Allergy-specific genes were associated with upregulation of IFNG, and cell signaling network analysis implicated several other genes such as IL4, despite their low expression levels. We validated transcriptomic differences with proteomic assays on blister fluid and trained a logistic regression model on skin interstitial fluid proteins that could distinguish ACD from ICD and healthy control skin with 93% sensitivity and 93% specificity.</p>","PeriodicalId":94239,"journal":{"name":"The Journal of investigative dermatology","volume":" ","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Single-Cell RNA Sequencing Reveals Molecular Signatures that Distinguish Allergic from Irritant Contact Dermatitis.\",\"authors\":\"Michael L Frisoli, Wei-Che C Ko, Nuria Martinez, Khashayar Afshari, Yuqing Wang, Manuel Garber, John E Harris\",\"doi\":\"10.1016/j.jid.2024.09.008\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Allergic contact dermatitis (ACD) is a pruritic skin disease caused by environmental chemicals that induce cell-mediated skin inflammation within susceptible individuals. Irritant contact dermatitis (ICD) is caused by direct damage to the skin barrier by environmental insults. Diagnosis can be challenging because both types of contact dermatitis can appear similar by visual examination, and histopathological analysis does not reliably distinguish ACD from ICD. To discover specific biomarkers of ACD and ICD, we characterized the transcriptomic and proteomic changes that occur within the skin during each type of contact dermatitis. We induced ACD and ICD in healthy human volunteers and sampled skin using a nonscarring suction blister biopsy method that collects interstitial fluid and cellular infiltrate. Single-cell RNA sequencing analysis revealed that cell-specific transcriptome differences rather than cell-type proportions best distinguished ACD from ICD. Allergy-specific genes were associated with upregulation of IFNG, and cell signaling network analysis implicated several other genes such as IL4, despite their low expression levels. We validated transcriptomic differences with proteomic assays on blister fluid and trained a logistic regression model on skin interstitial fluid proteins that could distinguish ACD from ICD and healthy control skin with 93% sensitivity and 93% specificity.</p>\",\"PeriodicalId\":94239,\"journal\":{\"name\":\"The Journal of investigative dermatology\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-09-26\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"The Journal of investigative dermatology\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1016/j.jid.2024.09.008\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"The Journal of investigative dermatology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1016/j.jid.2024.09.008","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Single-Cell RNA Sequencing Reveals Molecular Signatures that Distinguish Allergic from Irritant Contact Dermatitis.
Allergic contact dermatitis (ACD) is a pruritic skin disease caused by environmental chemicals that induce cell-mediated skin inflammation within susceptible individuals. Irritant contact dermatitis (ICD) is caused by direct damage to the skin barrier by environmental insults. Diagnosis can be challenging because both types of contact dermatitis can appear similar by visual examination, and histopathological analysis does not reliably distinguish ACD from ICD. To discover specific biomarkers of ACD and ICD, we characterized the transcriptomic and proteomic changes that occur within the skin during each type of contact dermatitis. We induced ACD and ICD in healthy human volunteers and sampled skin using a nonscarring suction blister biopsy method that collects interstitial fluid and cellular infiltrate. Single-cell RNA sequencing analysis revealed that cell-specific transcriptome differences rather than cell-type proportions best distinguished ACD from ICD. Allergy-specific genes were associated with upregulation of IFNG, and cell signaling network analysis implicated several other genes such as IL4, despite their low expression levels. We validated transcriptomic differences with proteomic assays on blister fluid and trained a logistic regression model on skin interstitial fluid proteins that could distinguish ACD from ICD and healthy control skin with 93% sensitivity and 93% specificity.