Unique molecular signatures typify skin inflammation induced by chemical allergens and irritants
Background Skin exposure to chemicals may induce an inflammatory disease known as contact dermatitis (CD). Distinguishing the allergic and irritant forms of CD often proves challenging in the clinic. Methods To characterize the molecular signatures of chemical‐induced skin inflammation, we conducted...
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Veröffentlicht in: | Allergy (Copenhagen) 2021-12, Vol.76 (12), p.3697-3712 |
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creator | Lefevre, Marine‐Alexia Nosbaum, Audrey Rozieres, Aurore Lenief, Vanina Mosnier, Amandine Cortial, Angèle Prieux, Margaux De Bernard, Simon Nourikyan, Julien Jouve, Pierre‐Emmanuel Buffat, Laurent Hacard, Florence Ferrier‐Lebouedec, Marie‐Christine Pralong, Pauline Dzviga, Charles Herman, Anne Baeck, Marie Nicolas, Jean‐François Vocanson, Marc |
description | Background
Skin exposure to chemicals may induce an inflammatory disease known as contact dermatitis (CD). Distinguishing the allergic and irritant forms of CD often proves challenging in the clinic.
Methods
To characterize the molecular signatures of chemical‐induced skin inflammation, we conducted a comprehensive transcriptomic analysis on the skin lesions of 47 patients with positive patch tests to reference contact allergens and nonallergenic irritants.
Results
A clear segregation was observed between allergen‐ and irritant‐induced gene profiles. Distinct modules pertaining to the epidermal compartment, metabolism, and proliferation were induced by both contact allergens and irritants; whereas only contact allergens prompted strong activation of adaptive immunity, notably of cytotoxic T‐cell responses. Our results also confirmed that: (a) unique pathways characterize allergen‐ and irritant‐induced dermatitis; (b) the intensity of the clinical reaction correlates with the magnitude of immune activation. Finally, using a machine‐learning approach, we identified and validated several minimal combinations of biomarkers to distinguish contact allergy from irritation.
Conclusion
These results highlight the value of molecular profiling of chemical‐induced skin inflammation for improving the diagnosis of allergic versus irritant contact dermatitis.
The core transcriptome of allergen‐ and irritant‐induced reactions consists of cytotoxic T‐cell‐and tissue remodeling‐related transcripts, respectively. The magnitude of gene activation correlates with the intensity of the clinical reactions. Machine‐learning approach identifies several minimal combinations of biomarkers to distinguish allergic versus irritant contact dermatitis. Abbreviations: ACD, allergic contact dermatitis; GPR183, G protein‐coupled receptor 183; ICD, irritant contact dermatitis; IGFL3, insulin growth factor‐like family member 3. |
doi_str_mv | 10.1111/all.14989 |
format | Article |
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Skin exposure to chemicals may induce an inflammatory disease known as contact dermatitis (CD). Distinguishing the allergic and irritant forms of CD often proves challenging in the clinic.
Methods
To characterize the molecular signatures of chemical‐induced skin inflammation, we conducted a comprehensive transcriptomic analysis on the skin lesions of 47 patients with positive patch tests to reference contact allergens and nonallergenic irritants.
Results
A clear segregation was observed between allergen‐ and irritant‐induced gene profiles. Distinct modules pertaining to the epidermal compartment, metabolism, and proliferation were induced by both contact allergens and irritants; whereas only contact allergens prompted strong activation of adaptive immunity, notably of cytotoxic T‐cell responses. Our results also confirmed that: (a) unique pathways characterize allergen‐ and irritant‐induced dermatitis; (b) the intensity of the clinical reaction correlates with the magnitude of immune activation. Finally, using a machine‐learning approach, we identified and validated several minimal combinations of biomarkers to distinguish contact allergy from irritation.
Conclusion
These results highlight the value of molecular profiling of chemical‐induced skin inflammation for improving the diagnosis of allergic versus irritant contact dermatitis.
The core transcriptome of allergen‐ and irritant‐induced reactions consists of cytotoxic T‐cell‐and tissue remodeling‐related transcripts, respectively. The magnitude of gene activation correlates with the intensity of the clinical reactions. Machine‐learning approach identifies several minimal combinations of biomarkers to distinguish allergic versus irritant contact dermatitis. Abbreviations: ACD, allergic contact dermatitis; GPR183, G protein‐coupled receptor 183; ICD, irritant contact dermatitis; IGFL3, insulin growth factor‐like family member 3.</description><identifier>ISSN: 0105-4538</identifier><identifier>EISSN: 1398-9995</identifier><identifier>DOI: 10.1111/all.14989</identifier><identifier>PMID: 34174113</identifier><language>eng</language><publisher>Denmark: Blackwell Publishing Ltd</publisher><subject>Adaptive immunity ; Allergens ; allergic contact dermatitis ; Allergies ; biomarker ; chemical allergens ; chemical irritants ; Contact dermatitis ; Cytotoxicity ; Dermatitis ; Dermatitis, Allergic Contact - diagnosis ; Dermatitis, Allergic Contact - etiology ; Dermatitis, Irritant - etiology ; Dermatitis, Irritant - genetics ; Eczema ; Humans ; Immune response ; Inflammation ; Inflammatory diseases ; Irritants - adverse effects ; Irritation ; Learning algorithms ; Patch Tests ; Skin diseases ; Skin lesions ; transcriptomic profiling ; Transcriptomics</subject><ispartof>Allergy (Copenhagen), 2021-12, Vol.76 (12), p.3697-3712</ispartof><rights>2021 EAACI and John Wiley and Sons A/S. Published by John Wiley and Sons Ltd.</rights><rights>2021 EAACI and John Wiley and Sons A/S</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c3539-fb9b259cc38dda07a658ae662c84a0a54d26702805de1526f84bbe9e044603f33</citedby><cites>FETCH-LOGICAL-c3539-fb9b259cc38dda07a658ae662c84a0a54d26702805de1526f84bbe9e044603f33</cites><orcidid>0000-0002-3076-8841 ; 0000-0003-0499-7939 ; 0000-0003-0293-4002 ; 0000-0002-9750-9828 ; 0000-0003-2281-9052 ; 0000-0003-1257-2578 ; 0000-0002-7300-8359 ; 0000-0001-5661-5993 ; 0000-0002-7561-6235 ; 0000-0001-5134-5680 ; 0000-0003-4204-803X ; 0000-0002-3390-0924 ; 0000-0002-0181-8862 ; 0000-0002-8906-1445 ; 0000-0001-7000-1672 ; 0000-0001-8300-1233 ; 0000-0001-9943-1326</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1111%2Fall.14989$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1111%2Fall.14989$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>314,780,784,1417,1433,27923,27924,45573,45574,46408,46832</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/34174113$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Lefevre, Marine‐Alexia</creatorcontrib><creatorcontrib>Nosbaum, Audrey</creatorcontrib><creatorcontrib>Rozieres, Aurore</creatorcontrib><creatorcontrib>Lenief, Vanina</creatorcontrib><creatorcontrib>Mosnier, Amandine</creatorcontrib><creatorcontrib>Cortial, Angèle</creatorcontrib><creatorcontrib>Prieux, Margaux</creatorcontrib><creatorcontrib>De Bernard, Simon</creatorcontrib><creatorcontrib>Nourikyan, Julien</creatorcontrib><creatorcontrib>Jouve, Pierre‐Emmanuel</creatorcontrib><creatorcontrib>Buffat, Laurent</creatorcontrib><creatorcontrib>Hacard, Florence</creatorcontrib><creatorcontrib>Ferrier‐Lebouedec, Marie‐Christine</creatorcontrib><creatorcontrib>Pralong, Pauline</creatorcontrib><creatorcontrib>Dzviga, Charles</creatorcontrib><creatorcontrib>Herman, Anne</creatorcontrib><creatorcontrib>Baeck, Marie</creatorcontrib><creatorcontrib>Nicolas, Jean‐François</creatorcontrib><creatorcontrib>Vocanson, Marc</creatorcontrib><title>Unique molecular signatures typify skin inflammation induced by chemical allergens and irritants</title><title>Allergy (Copenhagen)</title><addtitle>Allergy</addtitle><description>Background
Skin exposure to chemicals may induce an inflammatory disease known as contact dermatitis (CD). Distinguishing the allergic and irritant forms of CD often proves challenging in the clinic.
Methods
To characterize the molecular signatures of chemical‐induced skin inflammation, we conducted a comprehensive transcriptomic analysis on the skin lesions of 47 patients with positive patch tests to reference contact allergens and nonallergenic irritants.
Results
A clear segregation was observed between allergen‐ and irritant‐induced gene profiles. Distinct modules pertaining to the epidermal compartment, metabolism, and proliferation were induced by both contact allergens and irritants; whereas only contact allergens prompted strong activation of adaptive immunity, notably of cytotoxic T‐cell responses. Our results also confirmed that: (a) unique pathways characterize allergen‐ and irritant‐induced dermatitis; (b) the intensity of the clinical reaction correlates with the magnitude of immune activation. Finally, using a machine‐learning approach, we identified and validated several minimal combinations of biomarkers to distinguish contact allergy from irritation.
Conclusion
These results highlight the value of molecular profiling of chemical‐induced skin inflammation for improving the diagnosis of allergic versus irritant contact dermatitis.
The core transcriptome of allergen‐ and irritant‐induced reactions consists of cytotoxic T‐cell‐and tissue remodeling‐related transcripts, respectively. The magnitude of gene activation correlates with the intensity of the clinical reactions. Machine‐learning approach identifies several minimal combinations of biomarkers to distinguish allergic versus irritant contact dermatitis. Abbreviations: ACD, allergic contact dermatitis; GPR183, G protein‐coupled receptor 183; ICD, irritant contact dermatitis; IGFL3, insulin growth factor‐like family member 3.</description><subject>Adaptive immunity</subject><subject>Allergens</subject><subject>allergic contact dermatitis</subject><subject>Allergies</subject><subject>biomarker</subject><subject>chemical allergens</subject><subject>chemical irritants</subject><subject>Contact dermatitis</subject><subject>Cytotoxicity</subject><subject>Dermatitis</subject><subject>Dermatitis, Allergic Contact - diagnosis</subject><subject>Dermatitis, Allergic Contact - etiology</subject><subject>Dermatitis, Irritant - etiology</subject><subject>Dermatitis, Irritant - genetics</subject><subject>Eczema</subject><subject>Humans</subject><subject>Immune response</subject><subject>Inflammation</subject><subject>Inflammatory diseases</subject><subject>Irritants - adverse effects</subject><subject>Irritation</subject><subject>Learning algorithms</subject><subject>Patch Tests</subject><subject>Skin diseases</subject><subject>Skin lesions</subject><subject>transcriptomic profiling</subject><subject>Transcriptomics</subject><issn>0105-4538</issn><issn>1398-9995</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp1kMFq3DAQhkVpaTabHvICQdBLe3AysiRbOoaQNoWFXpqzKsvjVKksbySb4Levkk16KHQuw8DHx_w_IacMzlmZCxvCORNa6Tdkw7hWldZaviUbYCArIbk6Isc53wNAW2t4T464YK1gjG_Iz9voHxak4xTQLcEmmv1dtPOSMNN53fthpfm3j9THIdhxtLOfno5-cdjTbqXuF47e2UDLE5juMGZqY099Sn62cc4n5N1gQ8YPL3tLbr9c_7i6qXbfv367utxVjkuuq6HTXS21c1z1vYXWNlJZbJraKWHBStHXTQu1Atkjk3UzKNF1qBGEaIAPnG_Jp4N3n6YSKM9m9NlhCDbitGRTSyEbAF5Sb8nHf9D7aUmxfGfqIlMtCA2F-nygXJpyTjiYffKjTathYJ5qNyWxea69sGcvxqUbsf9LvvZcgIsD8OgDrv83mcvd7qD8Axx0jG0</recordid><startdate>202112</startdate><enddate>202112</enddate><creator>Lefevre, Marine‐Alexia</creator><creator>Nosbaum, Audrey</creator><creator>Rozieres, Aurore</creator><creator>Lenief, Vanina</creator><creator>Mosnier, Amandine</creator><creator>Cortial, Angèle</creator><creator>Prieux, Margaux</creator><creator>De Bernard, Simon</creator><creator>Nourikyan, Julien</creator><creator>Jouve, Pierre‐Emmanuel</creator><creator>Buffat, Laurent</creator><creator>Hacard, Florence</creator><creator>Ferrier‐Lebouedec, Marie‐Christine</creator><creator>Pralong, Pauline</creator><creator>Dzviga, Charles</creator><creator>Herman, Anne</creator><creator>Baeck, Marie</creator><creator>Nicolas, Jean‐François</creator><creator>Vocanson, Marc</creator><general>Blackwell Publishing Ltd</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7T5</scope><scope>H94</scope><scope>K9.</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0002-3076-8841</orcidid><orcidid>https://orcid.org/0000-0003-0499-7939</orcidid><orcidid>https://orcid.org/0000-0003-0293-4002</orcidid><orcidid>https://orcid.org/0000-0002-9750-9828</orcidid><orcidid>https://orcid.org/0000-0003-2281-9052</orcidid><orcidid>https://orcid.org/0000-0003-1257-2578</orcidid><orcidid>https://orcid.org/0000-0002-7300-8359</orcidid><orcidid>https://orcid.org/0000-0001-5661-5993</orcidid><orcidid>https://orcid.org/0000-0002-7561-6235</orcidid><orcidid>https://orcid.org/0000-0001-5134-5680</orcidid><orcidid>https://orcid.org/0000-0003-4204-803X</orcidid><orcidid>https://orcid.org/0000-0002-3390-0924</orcidid><orcidid>https://orcid.org/0000-0002-0181-8862</orcidid><orcidid>https://orcid.org/0000-0002-8906-1445</orcidid><orcidid>https://orcid.org/0000-0001-7000-1672</orcidid><orcidid>https://orcid.org/0000-0001-8300-1233</orcidid><orcidid>https://orcid.org/0000-0001-9943-1326</orcidid></search><sort><creationdate>202112</creationdate><title>Unique molecular signatures typify skin inflammation induced by chemical allergens and irritants</title><author>Lefevre, Marine‐Alexia ; Nosbaum, Audrey ; Rozieres, Aurore ; Lenief, Vanina ; Mosnier, Amandine ; Cortial, Angèle ; Prieux, Margaux ; De Bernard, Simon ; Nourikyan, Julien ; Jouve, Pierre‐Emmanuel ; Buffat, Laurent ; Hacard, Florence ; Ferrier‐Lebouedec, Marie‐Christine ; Pralong, Pauline ; Dzviga, Charles ; Herman, Anne ; Baeck, Marie ; Nicolas, Jean‐François ; Vocanson, Marc</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3539-fb9b259cc38dda07a658ae662c84a0a54d26702805de1526f84bbe9e044603f33</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Adaptive immunity</topic><topic>Allergens</topic><topic>allergic contact dermatitis</topic><topic>Allergies</topic><topic>biomarker</topic><topic>chemical allergens</topic><topic>chemical irritants</topic><topic>Contact dermatitis</topic><topic>Cytotoxicity</topic><topic>Dermatitis</topic><topic>Dermatitis, Allergic Contact - diagnosis</topic><topic>Dermatitis, Allergic Contact - etiology</topic><topic>Dermatitis, Irritant - etiology</topic><topic>Dermatitis, Irritant - genetics</topic><topic>Eczema</topic><topic>Humans</topic><topic>Immune response</topic><topic>Inflammation</topic><topic>Inflammatory diseases</topic><topic>Irritants - adverse effects</topic><topic>Irritation</topic><topic>Learning algorithms</topic><topic>Patch Tests</topic><topic>Skin diseases</topic><topic>Skin lesions</topic><topic>transcriptomic profiling</topic><topic>Transcriptomics</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Lefevre, Marine‐Alexia</creatorcontrib><creatorcontrib>Nosbaum, Audrey</creatorcontrib><creatorcontrib>Rozieres, Aurore</creatorcontrib><creatorcontrib>Lenief, Vanina</creatorcontrib><creatorcontrib>Mosnier, Amandine</creatorcontrib><creatorcontrib>Cortial, Angèle</creatorcontrib><creatorcontrib>Prieux, Margaux</creatorcontrib><creatorcontrib>De Bernard, Simon</creatorcontrib><creatorcontrib>Nourikyan, Julien</creatorcontrib><creatorcontrib>Jouve, Pierre‐Emmanuel</creatorcontrib><creatorcontrib>Buffat, Laurent</creatorcontrib><creatorcontrib>Hacard, Florence</creatorcontrib><creatorcontrib>Ferrier‐Lebouedec, Marie‐Christine</creatorcontrib><creatorcontrib>Pralong, Pauline</creatorcontrib><creatorcontrib>Dzviga, Charles</creatorcontrib><creatorcontrib>Herman, Anne</creatorcontrib><creatorcontrib>Baeck, Marie</creatorcontrib><creatorcontrib>Nicolas, Jean‐François</creatorcontrib><creatorcontrib>Vocanson, Marc</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Immunology Abstracts</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>MEDLINE - Academic</collection><jtitle>Allergy (Copenhagen)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Lefevre, Marine‐Alexia</au><au>Nosbaum, Audrey</au><au>Rozieres, Aurore</au><au>Lenief, Vanina</au><au>Mosnier, Amandine</au><au>Cortial, Angèle</au><au>Prieux, Margaux</au><au>De Bernard, Simon</au><au>Nourikyan, Julien</au><au>Jouve, Pierre‐Emmanuel</au><au>Buffat, Laurent</au><au>Hacard, Florence</au><au>Ferrier‐Lebouedec, Marie‐Christine</au><au>Pralong, Pauline</au><au>Dzviga, Charles</au><au>Herman, Anne</au><au>Baeck, Marie</au><au>Nicolas, Jean‐François</au><au>Vocanson, Marc</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Unique molecular signatures typify skin inflammation induced by chemical allergens and irritants</atitle><jtitle>Allergy (Copenhagen)</jtitle><addtitle>Allergy</addtitle><date>2021-12</date><risdate>2021</risdate><volume>76</volume><issue>12</issue><spage>3697</spage><epage>3712</epage><pages>3697-3712</pages><issn>0105-4538</issn><eissn>1398-9995</eissn><abstract>Background
Skin exposure to chemicals may induce an inflammatory disease known as contact dermatitis (CD). Distinguishing the allergic and irritant forms of CD often proves challenging in the clinic.
Methods
To characterize the molecular signatures of chemical‐induced skin inflammation, we conducted a comprehensive transcriptomic analysis on the skin lesions of 47 patients with positive patch tests to reference contact allergens and nonallergenic irritants.
Results
A clear segregation was observed between allergen‐ and irritant‐induced gene profiles. Distinct modules pertaining to the epidermal compartment, metabolism, and proliferation were induced by both contact allergens and irritants; whereas only contact allergens prompted strong activation of adaptive immunity, notably of cytotoxic T‐cell responses. Our results also confirmed that: (a) unique pathways characterize allergen‐ and irritant‐induced dermatitis; (b) the intensity of the clinical reaction correlates with the magnitude of immune activation. Finally, using a machine‐learning approach, we identified and validated several minimal combinations of biomarkers to distinguish contact allergy from irritation.
Conclusion
These results highlight the value of molecular profiling of chemical‐induced skin inflammation for improving the diagnosis of allergic versus irritant contact dermatitis.
The core transcriptome of allergen‐ and irritant‐induced reactions consists of cytotoxic T‐cell‐and tissue remodeling‐related transcripts, respectively. The magnitude of gene activation correlates with the intensity of the clinical reactions. Machine‐learning approach identifies several minimal combinations of biomarkers to distinguish allergic versus irritant contact dermatitis. Abbreviations: ACD, allergic contact dermatitis; GPR183, G protein‐coupled receptor 183; ICD, irritant contact dermatitis; IGFL3, insulin growth factor‐like family member 3.</abstract><cop>Denmark</cop><pub>Blackwell Publishing Ltd</pub><pmid>34174113</pmid><doi>10.1111/all.14989</doi><tpages>16</tpages><orcidid>https://orcid.org/0000-0002-3076-8841</orcidid><orcidid>https://orcid.org/0000-0003-0499-7939</orcidid><orcidid>https://orcid.org/0000-0003-0293-4002</orcidid><orcidid>https://orcid.org/0000-0002-9750-9828</orcidid><orcidid>https://orcid.org/0000-0003-2281-9052</orcidid><orcidid>https://orcid.org/0000-0003-1257-2578</orcidid><orcidid>https://orcid.org/0000-0002-7300-8359</orcidid><orcidid>https://orcid.org/0000-0001-5661-5993</orcidid><orcidid>https://orcid.org/0000-0002-7561-6235</orcidid><orcidid>https://orcid.org/0000-0001-5134-5680</orcidid><orcidid>https://orcid.org/0000-0003-4204-803X</orcidid><orcidid>https://orcid.org/0000-0002-3390-0924</orcidid><orcidid>https://orcid.org/0000-0002-0181-8862</orcidid><orcidid>https://orcid.org/0000-0002-8906-1445</orcidid><orcidid>https://orcid.org/0000-0001-7000-1672</orcidid><orcidid>https://orcid.org/0000-0001-8300-1233</orcidid><orcidid>https://orcid.org/0000-0001-9943-1326</orcidid></addata></record> |
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subjects | Adaptive immunity Allergens allergic contact dermatitis Allergies biomarker chemical allergens chemical irritants Contact dermatitis Cytotoxicity Dermatitis Dermatitis, Allergic Contact - diagnosis Dermatitis, Allergic Contact - etiology Dermatitis, Irritant - etiology Dermatitis, Irritant - genetics Eczema Humans Immune response Inflammation Inflammatory diseases Irritants - adverse effects Irritation Learning algorithms Patch Tests Skin diseases Skin lesions transcriptomic profiling Transcriptomics |
title | Unique molecular signatures typify skin inflammation induced by chemical allergens and irritants |
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