The heterogeneity of systemic lupus erythematosus (SLE) can be explained by epigenetic alterations that disrupt transcriptional programs mediating environmental and genetic risk. This study evaluated the epigenetic contribution to SLE heterogeneity considering molecular and serological subtypes, genetics and transcriptional status, followed by drug target discovery. We performed a stratified epigenome-wide association studies of whole blood DNA methylation from 213 SLE patients and 221 controls. Methylation quantitative trait loci analyses, cytokine and transcription factor activity - epigenetic associations and methylation-expression correlations were conducted. New drug targets were searched for based on differentially methylated genes. In a stratified approach, a total of 974 differential methylation CpG sites with dependency on molecular subtypes and autoantibody profiles were found. Mediation analyses suggested that SLE-associated SNPs in the HLA region exert their risk through DNA methylation changes. Novel genetic variants regulating DNAm in disease or in specific molecular contexts were identified. The epigenetic landscapes showed strong association with transcription factor activity and cytokine levels, conditioned by the molecular context. Epigenetic signals were enriched in known and novel drug targets for SLE. This study reveals possible genetic drivers and consequences of epigenetic variability on SLE heterogeneity and disentangles the DNAm mediation role on SLE genetic risk and novel disease-specific meQTLs. Finally, novel targets for drug development were discovered.

Molecular subtypes explain lupus epigenomic heterogeneity unveiling new regulatory genetic risk variants / O. Castellini-Pérez, E. Povedano, G. Barturen, M. Martínez-Bueno, A. Iakovliev, M. Kerick, R. López-Domínguez, C. Marañón, J. Martín, E. Ballestar, N. Null, L. Beretta, B. Vigone, J. Pers, A. Saraux, V. Devauchelle‐pensec, D. Cornec, S. Jousse‐joulin, B. Lauwerys, J. Ducreux, A. Maudoux, C. Vasconcelos, A. Tavares, E. Neves, R. Faria, M. Brandão, A. Campar, A. Marinho, F. Farinha, I. Almeida, M.A.G. Mantecón, R.B. Alonso, A.C. Martínez, R. Cervera, I. Rodríguez‐pintó, G. Espinosa, R. Lories, E. De Langhe, N. Hunzelmann, D. Belz, T. Witte, N. Baerlecken, G. Stummvoll, M. Zauner, M. Lehner, E. Collantes, R.O. Castro, M.A. Aguirre‐zamorano, A. Escudero‐contreras, M.C. Castro‐villegas, N. Ortego, M.C.F. Roldán, E. Raya, I.J. Moleón, E. De Ramon, I.D. Quintero, P.L. Meroni, M. Gerosa, T. Schioppo, C. Artusi, C. Chizzolini, A. Zuber, D. Wynar, L. Kovács, A. Balog, M. Deák, M. Bocskai, S. Dulic, G. Kádár, F. Hiepe, V. Gerl, S. Thiel, M.R. Maresca, A. López‐berrio, R. Aguilar‐quesada, H. Navarro‐linares, N. Null, M. Alvarez, D. Alvarez‐errico, N. Azevedo, N. Barbarroja, A. Buttgereit, Q. Cheng, C. Chizzolini, J. Cremer, A. De Groof, E. De Langhe, J. Ducreux, A. Dufour, V. Gerl, M. Hernandez‐fuentes, L. Khodadadi, K. Kniesch, T. Li, C. Lopez‐pedrera, Z. Makowska, C. Marañón, B. Muchmore, E. Neves, B. Rouvière, Q. Simon, E. Trombetta, N. Varela, T. Witte, M.O. Borghi, W. Qiu, C. Zhu, S. Shankara, A. Spiliopoulou, E. De Rinaldis, E. Carnero-Montoro, M.E. Alarcón-Riquelme. - In: NPJ GENOMIC MEDICINE. - ISSN 2056-7944. - 9:1(2024 Jul 16), pp. 38.1-38.13. [10.1038/s41525-024-00420-0]

Molecular subtypes explain lupus epigenomic heterogeneity unveiling new regulatory genetic risk variants

B. Vigone;P.L. Meroni;M. Gerosa;T. Schioppo;C. Artusi;E. Trombetta;
2024

Abstract

The heterogeneity of systemic lupus erythematosus (SLE) can be explained by epigenetic alterations that disrupt transcriptional programs mediating environmental and genetic risk. This study evaluated the epigenetic contribution to SLE heterogeneity considering molecular and serological subtypes, genetics and transcriptional status, followed by drug target discovery. We performed a stratified epigenome-wide association studies of whole blood DNA methylation from 213 SLE patients and 221 controls. Methylation quantitative trait loci analyses, cytokine and transcription factor activity - epigenetic associations and methylation-expression correlations were conducted. New drug targets were searched for based on differentially methylated genes. In a stratified approach, a total of 974 differential methylation CpG sites with dependency on molecular subtypes and autoantibody profiles were found. Mediation analyses suggested that SLE-associated SNPs in the HLA region exert their risk through DNA methylation changes. Novel genetic variants regulating DNAm in disease or in specific molecular contexts were identified. The epigenetic landscapes showed strong association with transcription factor activity and cytokine levels, conditioned by the molecular context. Epigenetic signals were enriched in known and novel drug targets for SLE. This study reveals possible genetic drivers and consequences of epigenetic variability on SLE heterogeneity and disentangles the DNAm mediation role on SLE genetic risk and novel disease-specific meQTLs. Finally, novel targets for drug development were discovered.
Settore MEDS-09/C - Reumatologia
16-lug-2024
Article (author)
File in questo prodotto:
File Dimensione Formato  
s41525-024-00420-0.pdf

accesso aperto

Tipologia: Publisher's version/PDF
Licenza: Creative commons
Dimensione 3.28 MB
Formato Adobe PDF
3.28 MB Adobe PDF Visualizza/Apri
Pubblicazioni consigliate

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/1184277
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 4
  • ???jsp.display-item.citation.isi??? 3
  • OpenAlex 4
social impact