TY - JOUR
T1 - MicroRNA signature associated with treatment response in myasthenia gravis
T2 - A further step towards precision medicine
AU - Cavalcante, Paola
AU - Mizrachi, Tehila
AU - Barzago, Claudia
AU - Scandiffio, Letizia
AU - Bortone, Federica
AU - Bonanno, Silvia
AU - Frangiamore, Rita
AU - Mantegazza, Renato
AU - Bernasconi, Pia
AU - Brenner, Talma
AU - Vaknin-Dembinsky, Adi
AU - Antozzi, Carlo
PY - 2019/10
Y1 - 2019/10
N2 - Myasthenia gravis (MG) is an autoimmune disorder affecting neuromuscular transmission currently treated with chronic immunosuppression. Inter-subject variation in treatment response and side effects highlight the need for personalized therapies by identification of biomarkers predictive of drug efficacy in individual patients, still lacking in MG. MicroRNAs (miRNAs) play a key role in immune response and drug metabolism modulation. This study, part of an Italian-Israeli collaborative project, aimed to identify specific miRNAs as biomarkers associated with immunosuppressive treatment response in MG patients. Whole miRNome sequencing, followed by miRNA validation by real-time PCR, was performed in peripheral blood from Italian MG patients (n = 40) classified as responder and non-responder to immunosuppressive therapies. MiRNA sequencing identified 41 miRNAs differentially expressed in non-responder compared to responder Italian MG patients. Validation phase pointed out three miRNAs, miR-323b-3p, -409-3p, and -485-3p, clustered on chromosome 14q32.31, the levels of which were significantly decreased in non-responder versus responder patients, whereas miR-181d-5p and -340-3p showed an opposite trend. ROC curve analysis showed sensitivity and specificity performance results indicative of miR-323b-3p, -409-3p, and -485-3p predictive value for responsiveness to immunosuppressive drugs in MG. Validated miRNAs were further analyzed in blood from responder and non-responder MG patients of the Israeli population (n = 33), confirming a role for miR-323b-3p, -409-3p, -485-3p, -181d-5p and -340-3p as biomarkers of drug efficacy. Gene Ontology enrichment analysis, mRNA target prediction, and in silico modeling for function of the identified miRNAs disclosed functional involvement of the five miRNAs, and their putative target genes, in both immune (i.e. neurotrophin TRK and Fc-epsilon receptor signaling pathways) and drug metabolism processes. Our overall findings thus revealed a blood “miR-323b-3p, -409-3p, -485-3p, -181d-5p, and -340-3p” signature associated with drug responsiveness in MG patients. Its identification sets the basis for precision medicine approaches based on “pharmacomiRs” as biomarkers of drug responsiveness in MG, promising to improve therapeutic success in a cost/effective manner.
AB - Myasthenia gravis (MG) is an autoimmune disorder affecting neuromuscular transmission currently treated with chronic immunosuppression. Inter-subject variation in treatment response and side effects highlight the need for personalized therapies by identification of biomarkers predictive of drug efficacy in individual patients, still lacking in MG. MicroRNAs (miRNAs) play a key role in immune response and drug metabolism modulation. This study, part of an Italian-Israeli collaborative project, aimed to identify specific miRNAs as biomarkers associated with immunosuppressive treatment response in MG patients. Whole miRNome sequencing, followed by miRNA validation by real-time PCR, was performed in peripheral blood from Italian MG patients (n = 40) classified as responder and non-responder to immunosuppressive therapies. MiRNA sequencing identified 41 miRNAs differentially expressed in non-responder compared to responder Italian MG patients. Validation phase pointed out three miRNAs, miR-323b-3p, -409-3p, and -485-3p, clustered on chromosome 14q32.31, the levels of which were significantly decreased in non-responder versus responder patients, whereas miR-181d-5p and -340-3p showed an opposite trend. ROC curve analysis showed sensitivity and specificity performance results indicative of miR-323b-3p, -409-3p, and -485-3p predictive value for responsiveness to immunosuppressive drugs in MG. Validated miRNAs were further analyzed in blood from responder and non-responder MG patients of the Israeli population (n = 33), confirming a role for miR-323b-3p, -409-3p, -485-3p, -181d-5p and -340-3p as biomarkers of drug efficacy. Gene Ontology enrichment analysis, mRNA target prediction, and in silico modeling for function of the identified miRNAs disclosed functional involvement of the five miRNAs, and their putative target genes, in both immune (i.e. neurotrophin TRK and Fc-epsilon receptor signaling pathways) and drug metabolism processes. Our overall findings thus revealed a blood “miR-323b-3p, -409-3p, -485-3p, -181d-5p, and -340-3p” signature associated with drug responsiveness in MG patients. Its identification sets the basis for precision medicine approaches based on “pharmacomiRs” as biomarkers of drug responsiveness in MG, promising to improve therapeutic success in a cost/effective manner.
KW - Biomarkers
KW - Drug response
KW - Immunosuppressive treatment
KW - MicroRNAs
KW - Myasthenia gravis
KW - Precision medicine
UR - http://www.scopus.com/inward/record.url?scp=85070869978&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85070869978&partnerID=8YFLogxK
U2 - 10.1016/j.phrs.2019.104388
DO - 10.1016/j.phrs.2019.104388
M3 - Article
C2 - 31401213
AN - SCOPUS:85070869978
VL - 148
JO - Pharmacological Research
JF - Pharmacological Research
SN - 1043-6618
M1 - 104388
ER -