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Metpally RP, Vishweswaraiah S, Krishnamurthy S, Saiyed N, Stahl RC, Golden A, Denisenko A, Staples J, Gonzaga-Jauregui C, Carey DJ, Bechara F, Jemec GBE, Williams H, Radhakrishna U. Identification of Novel Genetic Risk Variants Associated with Hidradenitis Suppurativa in an Exome Sequencing Cohort of 92,455 Individuals. Dermatology 2024:1-11. [PMID: 39396498 DOI: 10.1159/000540359] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2023] [Accepted: 07/08/2024] [Indexed: 10/15/2024] Open
Abstract
INTRODUCTION Hidradenitis suppurativa (HS) is a prevalent and persistent inflammatory skin disorder, lacking a known cure or effective biomarkers for early diagnosis at present. The genetic determinants of HS have not been fully documented, but it is believed to result from a combination of genetic and environmental factors. METHODS To identify relevant HS gene variants in sporadic HS patients, this study utilized longitudinal electronic health records (EHRs) and whole-exome sequencing. DNA exome sequencing data from 92,455 participant samples in the MyCode biobank, linked to Geisinger's EHR, were analyzed. This cohort included 1,092 HS cases and 91,363 healthy controls. The MyCode EHR has a median longitudinal follow-up of 15 years per participant, with an average of 87 clinical encounters, 687 laboratory tests, and 7 procedures. RESULTS There were 1,092 (901 females and 191 males) participants aged 14-89 years (median 47 years) with HS (L73.2), indicating a 1.18% prevalence and accounting for a 4.7:1 female-to-male ratio among the individuals presenting for clinical care. γ-secretase complex, syndromic, and autoinflammatory gene variants were assessed. Potential pathogenic variants were identified among 66 individuals in the HS genes studied. Molecularly, the estimated HS variant prevalence was 1:1,400 in the cohort, 12.3% of variant carriers had HS diagnosis in EHR. CONCLUSIONS Using longitudinal EHR data, genomic screening identified HS-associated gene variants in a defined group of sporadic HS patients to augment the clinical diagnosis, particularly in cases of ambiguity. Based on this study, the field of skin disorders can benefit from a personalized approach to HS diagnosis using large-scale sequencing.
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Affiliation(s)
- Raghu P Metpally
- Department of Molecular and Functional Genomics, Geisinger, Danville, Pennsylvania, USA
| | - Sangeetha Vishweswaraiah
- Department of Obstetrics and Gynecology, Corewell Health William Beaumont University Hospital, Royal Oak, Michigan, USA
| | - Sarathbabu Krishnamurthy
- Center for Precision Medicine and Genomics, Columbia University Irving Medical Center, New York, New York, USA
| | - Nazia Saiyed
- Department of Obstetrics and Gynecology, Corewell Health William Beaumont University Hospital, Royal Oak, Michigan, USA
| | - Richard C Stahl
- Department of Molecular and Functional Genomics, Geisinger, Danville, Pennsylvania, USA
| | - Alicia Golden
- Department of Molecular and Functional Genomics, Geisinger, Danville, Pennsylvania, USA
| | | | - Jeffrey Staples
- Regeneron Pharmaceuticals Inc, Regeneron Genetics Center, Tarrytown, New York, USA
| | - Claudia Gonzaga-Jauregui
- Center for Precision Medicine and Genomics (CPMG), Columbia University Irving Medical Center, New York, New York, USA
| | - David J Carey
- Department of Molecular and Functional Genomics, Geisinger, Danville, Pennsylvania, USA
| | - Falk Bechara
- Dermatologic Surgery Department, Department of Dermatology, Venereology and Allergology Ruhr-University Bochum Gudrunstr, Bochum, Germany
| | - Gregor B E Jemec
- Department of Dermatology, Zealand University Hospital, Roskilde, Denmark
- Health Sciences Faculty, University of Copenhagen, Copenhagen, Denmark
| | | | - Uppala Radhakrishna
- Department of Obstetrics and Gynecology, Corewell Health William Beaumont University Hospital, Royal Oak, Michigan, USA
- Department of Anesthesiology and Perioperative Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
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Gorenjak M, Gole B, Goričan L, Jezernik G, Prosenc Zmrzljak U, Pernat C, Skok P, Potočnik U. Single-Cell Transcriptomic and Targeted Genomic Profiling Adjusted for Inflammation and Therapy Bias Reveal CRTAM and PLCB1 as Novel Hub Genes for Anti-Tumor Necrosis Factor Alpha Therapy Response in Crohn's Disease. Pharmaceutics 2024; 16:835. [PMID: 38931955 PMCID: PMC11207411 DOI: 10.3390/pharmaceutics16060835] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2024] [Revised: 06/11/2024] [Accepted: 06/17/2024] [Indexed: 06/28/2024] Open
Abstract
BACKGROUND The lack of reliable biomarkers in response to anti-TNFα biologicals hinders personalized therapy for Crohn's disease (CD) patients. The motivation behind our study is to shift the paradigm of anti-TNFα biomarker discovery toward specific immune cell sub-populations using single-cell RNA sequencing and an innovative approach designed to uncover PBMCs gene expression signals, which may be masked due to the treatment or ongoing inflammation; Methods: The single-cell RNA sequencing was performed on PBMC samples from CD patients either naïve to biological therapy, in remission while on adalimumab, or while on ustekinumab but previously non-responsive to adalimumab. Sieves for stringent downstream gene selection consisted of gene ontology and independent cohort genomic profiling. Replication and meta-analyses were performed using publicly available raw RNA sequencing files of sorted immune cells and an association analysis summary. Machine learning, Mendelian randomization, and oligogenic risk score methods were deployed to validate DEGs highly relevant to anti-TNFα therapy response; Results: This study found PLCB1 in CD4+ T cells and CRTAM in double-negative T cells, which met the stringent statistical thresholds throughout the analyses. An additional assessment proved causal inference of both genes in response to anti-TNFα therapy; Conclusions: This study, jointly with an innovative design, uncovered novel candidate genes in the anti-TNFα response landscape of CD, potentially obscured by therapy or inflammation.
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Affiliation(s)
- Mario Gorenjak
- Centre for Human Molecular Genetics and Pharmacogenomics, Faculty of Medicine, University of Maribor, Taborska ulica 8, SI-2000 Maribor, Slovenia; (B.G.); (L.G.); (G.J.); (U.P.)
| | - Boris Gole
- Centre for Human Molecular Genetics and Pharmacogenomics, Faculty of Medicine, University of Maribor, Taborska ulica 8, SI-2000 Maribor, Slovenia; (B.G.); (L.G.); (G.J.); (U.P.)
| | - Larisa Goričan
- Centre for Human Molecular Genetics and Pharmacogenomics, Faculty of Medicine, University of Maribor, Taborska ulica 8, SI-2000 Maribor, Slovenia; (B.G.); (L.G.); (G.J.); (U.P.)
| | - Gregor Jezernik
- Centre for Human Molecular Genetics and Pharmacogenomics, Faculty of Medicine, University of Maribor, Taborska ulica 8, SI-2000 Maribor, Slovenia; (B.G.); (L.G.); (G.J.); (U.P.)
| | | | - Cvetka Pernat
- Department of Gastroenterology, Division of Internal Medicine, Maribor University Medical Centre, Ljubljanska ulica 5, SI-2000 Maribor, Slovenia; (C.P.); (P.S.)
| | - Pavel Skok
- Department of Gastroenterology, Division of Internal Medicine, Maribor University Medical Centre, Ljubljanska ulica 5, SI-2000 Maribor, Slovenia; (C.P.); (P.S.)
| | - Uroš Potočnik
- Centre for Human Molecular Genetics and Pharmacogenomics, Faculty of Medicine, University of Maribor, Taborska ulica 8, SI-2000 Maribor, Slovenia; (B.G.); (L.G.); (G.J.); (U.P.)
- Laboratory for Biochemistry, Molecular Biology and Genomics, Faculty for Chemistry and Chemical Engineering, University of Maribor, Smetanova ulica 17, SI-2000 Maribor, Slovenia
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Radhakrishna U, Ratnamala U, Jhala DD, Uppala LV, Vedangi A, Saiyed N, Patel M, Shah SR, Rawal RM, Jemec GBE, Mazza T, Mazzoccoli G, Damiani G. Deregulated Long Non-Coding RNAs (lncRNA) as Promising Biomarkers in Hidradenitis Suppurativa. J Clin Med 2024; 13:3016. [PMID: 38792557 PMCID: PMC11121919 DOI: 10.3390/jcm13103016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2024] [Revised: 04/14/2024] [Accepted: 04/15/2024] [Indexed: 05/26/2024] Open
Abstract
Background/Objectives: In recent times, epigenetics alterations in Hidradenitis suppurativa (HS) have been explored and exploited translationally to guide investigation of new therapeutic approaches. On the other hand, long noncoding RNAs (LncRNAs), main regulators of the epigenetic status of the human genome, have been scarcely investigated, notwithstanding their potential relevance in broad pathogenesis comprehension. Here, we aim to explore the methylation pattern of lncRNAs in HS. Methods: In this case-control study, 24 HS patients and age-, sex- and BMI-matched controls were analyzed to characterize the methylome of lncRNA genes in peripheral blood cells. Gene ontology analysis (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis, protein-protein interaction (PPI) network, and MCODE analysis were performed. Results: A set of fifteen lncRNA genes exhibited significantly differential methylation patterns, with ten of them showing hypomethylation and five displaying hypermethylation at specific CpG sites. The hypomethylated lncRNA genes were DLEU2, MESTIT1, CASC2, TUG1, KCNQ1DN, PSORS1C3, PCA3, DSCR8, RFPL1S, and PVT1, while the hypermethylated ones were HAR1A, FAM66B, SNHG9, HCG9, and HCP5. These lncRNA genes have been linked to various important biological processes, including cell proliferation, apoptosis, inflammation, chronic inflammatory skin diseases, and wound healing. Their altered methylation status suggests potential roles in regulating these processes, and may contribute to HS pathogenesis and healing mechanisms. Conclusions: This study revealed an interesting dysregulation pattern of definite lncRNAs in the methylome which is linked to both the development of HS and its comorbidities. Epigenetically altered lncRNAs genes could represent useful biomarkers, and could help in guiding innovative treatment strategies.
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Affiliation(s)
- Uppala Radhakrishna
- Department of Anesthesiology and Perioperative Medicine, University of Pittsburgh, Pittsburgh, PA 15261, USA
| | - Uppala Ratnamala
- Department of Life Sciences, School of Sciences, Gujarat University, Ahmedabad 380009, India (R.M.R.)
| | - Devendrasinh D. Jhala
- Department of Zoology, School of Sciences, Gujarat University, Ahmedabad 380009, India
| | - Lavanya V. Uppala
- Peter Kiewit Institute, College of Information Science & Technology, The University of Nebraska at Omaha, Omaha, NE 68182, USA
| | - Aaren Vedangi
- Department of Clinical Research, KIMS ICON Hospital, ICON Krishi Institute Medical Sciences, Sheelanagar, Visakhapatnam 530012, India
| | - Nazia Saiyed
- Department of Obstetrics and Gynecology, Corewell Health William Beaumont University Hospital, Royal Oak, MI 48073, USA
| | | | - Sushma R. Shah
- Department of Obstetrics and Gynecology, BJ Medical College Institute of Medical Post-Graduate Studies and Research, Ahmedabad 380016, India
| | - Rakesh M. Rawal
- Department of Life Sciences, School of Sciences, Gujarat University, Ahmedabad 380009, India (R.M.R.)
| | - Gregor B. E. Jemec
- Department of Dermatology, Zealand University Hospital, 4000 Roskilde, Denmark;
| | - Tommaso Mazza
- Bioinformatics Unit, IRCCS “Casa Sollievo della Sofferenza”, Opera di Padre Pio da Pietrelcina, Cappuccini Avenue, 71013 San Giovanni Rotondo, Italy
| | - Gianluigi Mazzoccoli
- Division of Internal Medicine and Chronobiology Laboratory, Department of Medical Sciences, IRCCS “Casa Sollievo della Sofferenza”, Opera di Padre Pio da Pietrelcina, 71013 San Giovanni Rotondo, Italy
| | - Giovanni Damiani
- Department of Biomedical, Surgical and Dental Sciences, University of Milan, 20122 Milan, Italy
- Italian Center of Precision Medicine and Chronic Inflammation, University of Milan, 20122 Milan, Italy
- Fondazione IRCCS Ca’ Granda, Ospedale maggiore Policlinico, 20122 Milan, Italy
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Huynh FD, Damiani G, Bunick CG. Rethinking Hidradenitis Suppurativa Management: Insights into Bacterial Interactions and Treatment Evolution. Antibiotics (Basel) 2024; 13:268. [PMID: 38534703 DOI: 10.3390/antibiotics13030268] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2023] [Revised: 03/05/2024] [Accepted: 03/05/2024] [Indexed: 03/28/2024] Open
Abstract
Hidradenitis suppurativa (HS), or acne inversa, is a chronic inflammatory dermatological condition characterized by painful and recurrent nodules and purulent abscesses. HS can have a devastating impact on the quality of life of patients. This condition is commonly localized to the axilla, groin, perineal, and inframammary regions, and can develop fistulas and sinus tracts over time. Its pathogenesis remains elusive and is best characterized at the moment as multi-factorial. Additionally, questions remain about the role of cutaneous dysbiosis as a primary HS trigger or as a secondary perturbation due to HS inflammation. This article features works in relation to HS and its interplay with bacterial microflora. We address current treatment approaches and their impact on HS-related bacteria, as well as areas of therapeutic innovation. In the future, disease-modifying or remittive therapy will likely combine an advanced/targeted anti-inflammatory approach with one that effectively modulates cutaneous and deep tissue dysbiosis.
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Affiliation(s)
| | - Giovanni Damiani
- Department of Biomedical, Surgical and Dental Sciences, University of Milan, 20122 Milan, Italy
- Italian Centre of Precision Medicine and Chronic Inflammation, 20122 Milan, Italy
| | - Christopher G Bunick
- Department of Dermatology and Program in Translational Biomedicine, Yale School of Medicine, New Haven, CT 06520, USA
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Nardacchione EM, Tricarico PM, Moura R, d’Adamo AP, Thasneem A, Suleman M, Marzano AV, Crovella S, Moltrasio C. Unraveling the Epigenetic Tapestry: Decoding the Impact of Epigenetic Modifications in Hidradenitis Suppurativa Pathogenesis. Genes (Basel) 2023; 15:38. [PMID: 38254928 PMCID: PMC10815754 DOI: 10.3390/genes15010038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2023] [Revised: 12/22/2023] [Accepted: 12/25/2023] [Indexed: 01/24/2024] Open
Abstract
Hidradenitis suppurativa (HS) is a chronic autoinflammatory skin disorder, which typically occurs during puberty or early adulthood. The pathogenesis of HS is complex and multifactorial; a close interaction between hormonal, genetic, epigenetics factors, host-specific aspects, and environmental influences contributes to the susceptibility, onset, severity, and clinical course of this disease, although the exact molecular mechanisms are still being explored. Epigenetics is currently emerging as an interesting field of investigation that could potentially shed light on the molecular intricacies underlying HS, but there is much still to uncover on the subject. The aim of this work is to provide an overview of the epigenetic landscape involved in HS. Specifically, in this in-depth review we provide a comprehensive overview of DNA methylation/hydroxymethylation, histone modifications, and non-coding RNAs (such as microRNA-miRNA-132, miRNA-200c, miRNA-30a-3p, miRNA-100-5b, miRNA-155-5p, miRNA-338-5p) dysregulation in HS patients. An interesting element of epigenetic regulation in HS is that the persistent inflammatory milieu observed in HS lesional skin could be exacerbated by an altered methylation profile and histone acetylation pattern associated with key inflammatory genes. Deepening our knowledge on the subject could enable the development of targeted epigenetic therapies to potentially restore normal gene expression patterns, and subsequentially ameliorate, or even reverse, the progression of the disease. By deciphering the epigenetic code governing HS, we strive to usher in a new era of personalized and effective interventions for this enigmatic dermatological condition.
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Affiliation(s)
- Elena Maria Nardacchione
- Department of Advanced Diagnostics, Institute for Maternal and Child Health—IRCCS Burlo Garofolo, 34137 Trieste, Italy; (E.M.N.); (P.M.T.); (R.M.); (A.P.d.)
| | - Paola Maura Tricarico
- Department of Advanced Diagnostics, Institute for Maternal and Child Health—IRCCS Burlo Garofolo, 34137 Trieste, Italy; (E.M.N.); (P.M.T.); (R.M.); (A.P.d.)
| | - Ronald Moura
- Department of Advanced Diagnostics, Institute for Maternal and Child Health—IRCCS Burlo Garofolo, 34137 Trieste, Italy; (E.M.N.); (P.M.T.); (R.M.); (A.P.d.)
| | - Adamo Pio d’Adamo
- Department of Advanced Diagnostics, Institute for Maternal and Child Health—IRCCS Burlo Garofolo, 34137 Trieste, Italy; (E.M.N.); (P.M.T.); (R.M.); (A.P.d.)
- Department of Medical Surgical and Health Sciences, University of Trieste, 34127 Trieste, Italy
| | - Ayshath Thasneem
- Laboratory of Animal Research Center (LARC), Qatar University, Doha 2713, Qatar; (A.T.); (M.S.); (S.C.)
- Biological Science Program, Department of Biological and Environmental Sciences, College of Arts and Sciences, Qatar University, Doha 2713, Qatar
| | - Muhammad Suleman
- Laboratory of Animal Research Center (LARC), Qatar University, Doha 2713, Qatar; (A.T.); (M.S.); (S.C.)
| | - Angelo Valerio Marzano
- Dermatology Unit, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, 20122 Milan, Italy;
- Department of Pathophysiology and Transplantation, Università degli Studi di Milano, 20122 Milan, Italy
| | - Sergio Crovella
- Laboratory of Animal Research Center (LARC), Qatar University, Doha 2713, Qatar; (A.T.); (M.S.); (S.C.)
| | - Chiara Moltrasio
- Dermatology Unit, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, 20122 Milan, Italy;
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