TY - JOUR
T1 - Variant Enrichment Analysis to Explore Pathways Functionality in Complex Autoinflammatory Skin Disorders through Whole Exome Sequencing Analysis
AU - Brandão, Lucas André Cavalcanti
AU - de Moura, Ronald Rodrigues
AU - Marzano, Angelo Valerio
AU - Moltrasio, Chiara
AU - Tricarico, Paola Maura
AU - Crovella, Sergio
N1 - Funding Information:
This work was supported by a grant from the Institute for Maternal and Child Health IRCCS ?Burlo Garofolo/Italian Ministry of Health? (RC03/20 and RC16/ 2018), by the grant Interreg Italia-Slovenia, ISE-EMH 07/2019, by the Biomolecular Analyses for Tailored Medicine in AcneiN-versa (BATMAN) project, funded by ERA PerMed (JTC_2018) and by the Brazilian National Council for scientific and Technological Development CNPq n. 430353/2018-9 An?lise biomolecular para medicina personalizada em pacientes com Hidradenite Supurativa.
Funding Information:
Funding: This work was supported by a grant from the Institute for Maternal and Child Health IRCCS “Burlo Garofolo/Italian Ministry of Health” (RC03/20 and RC16/ 2018), by the grant Interreg Italia-Slovenia, ISE-EMH 07/2019, by the Biomolecular Analyses for Tailored Medicine in AcneiN-versa (BATMAN) project, funded by ERA PerMed (JTC_2018) and by the Brazilian National Council for scientific and Technological Development CNPq n. 430353/2018-9 Análise biomolecular para medicina personalizada em pacientes com Hidradenite Supurativa.
Publisher Copyright:
© 2022 by the authors. Licensee MDPI, Basel, Switzerland.
PY - 2022/2/1
Y1 - 2022/2/1
N2 - The challenge of unravelling the molecular basis of multifactorial disorders nowadays cannot rely just on association studies searching for potential causative variants shared by groups of patients and not present in healthy individuals; indeed, association studies have as a main limi-tation the lack of information on the interactions between the disease-causing variants. Thus, new genomic analysis tools focusing on disrupted pathways rather than associated gene variants are required to better understand the complexity of a disease. Therefore, we developed the Variant Enrichment Analysis (VEA) workflow, a tool applicable for whole exome sequencing data, able to find differences between the numbers of genetic variants in a given pathway in comparison with a reference dataset. In this study, we applied VEA to discover novel pathways altered in patients with complex autoinflammatory skin disorders, namely PASH (n = 9), 3 of whom are overlapping with SAPHO) and PAPASH (n = 3). With this approach we have been able to identify pathways related to neutrophil and endothelial cells homeostasis/activations, as disrupted in our patients. We hy-pothesized that unregulated neutrophil transendothelial migration could elicit increased neutrophil infiltration and tissue damage. Based on our findings, VEA, in our experimental dataset, allowed us to predict novel pathways impaired in subjects with autoinflammatory skin disorders.
AB - The challenge of unravelling the molecular basis of multifactorial disorders nowadays cannot rely just on association studies searching for potential causative variants shared by groups of patients and not present in healthy individuals; indeed, association studies have as a main limi-tation the lack of information on the interactions between the disease-causing variants. Thus, new genomic analysis tools focusing on disrupted pathways rather than associated gene variants are required to better understand the complexity of a disease. Therefore, we developed the Variant Enrichment Analysis (VEA) workflow, a tool applicable for whole exome sequencing data, able to find differences between the numbers of genetic variants in a given pathway in comparison with a reference dataset. In this study, we applied VEA to discover novel pathways altered in patients with complex autoinflammatory skin disorders, namely PASH (n = 9), 3 of whom are overlapping with SAPHO) and PAPASH (n = 3). With this approach we have been able to identify pathways related to neutrophil and endothelial cells homeostasis/activations, as disrupted in our patients. We hy-pothesized that unregulated neutrophil transendothelial migration could elicit increased neutrophil infiltration and tissue damage. Based on our findings, VEA, in our experimental dataset, allowed us to predict novel pathways impaired in subjects with autoinflammatory skin disorders.
KW - Hidradenitis suppurativa
KW - OMICs
KW - PAPASH
KW - PASH
KW - SAPHO
KW - Whole exome sequencing
UR - http://www.scopus.com/inward/record.url?scp=85124903838&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85124903838&partnerID=8YFLogxK
U2 - 10.3390/ijms23042278
DO - 10.3390/ijms23042278
M3 - Article
C2 - 35216413
AN - SCOPUS:85124903838
SN - 1661-6596
VL - 23
JO - International Journal of Molecular Sciences
JF - International Journal of Molecular Sciences
IS - 4
M1 - 2278
ER -