New biomarkers for type 2 diabetes mellitus (T2DM) may aid diagnosis, drug development or clinical treatment. Evidence is increasing for the adaptive immune system’s role in T2DM. To search for novel autoantibody biomarkers, a protein microarray including 9480 human proteins was screened with plasma from Pima Indians with T2DM without an HLA haplotype (HLA-DRB1*02) protective for T2DM compared with Pimas with normal glucose regulation (NGR) with the protective haplotype. Among 77 proteins evaluated in a subsequent validation phase including 45 matched cases and controls for T2DM, 11 autoantigens had higher antibody signals among T2DM subjects compared with NGR subjects (p<0.05, adjusted for multiple comparisons). PPARG2 and UBE2M had the lowest p-values (adj. p=0.023) while PPARG2 and RGS17 had the highest signal ratios (1.7). Prevalence of antibodies for PPARG2, UBE2M and RGS17 were 17%, 26%, and 34%, respectively, in the T2DM group, and 2%, 6%, and 15%, respectively, in the NGR group. A multi-protein classifier involving the 11 significant autoantigens achieved a sensitivity of 0.73, specificity 0.80, accuracy 0.77, and area under the receiver operating characteristics curve 0.83 (95% confidence interval: 0.74-0.91, p=3.4x10-8). This study identified 11 novel autoantigens associated with T2DM which both aids the search for new biomarkers and supports the adaptive immune system’s role in T2DM.

Identification of Novel Autoantibodies Including Anti-PPARG among Individuals with Type 2 Diabetes

Piaggi P
Secondo
;
2015-01-01

Abstract

New biomarkers for type 2 diabetes mellitus (T2DM) may aid diagnosis, drug development or clinical treatment. Evidence is increasing for the adaptive immune system’s role in T2DM. To search for novel autoantibody biomarkers, a protein microarray including 9480 human proteins was screened with plasma from Pima Indians with T2DM without an HLA haplotype (HLA-DRB1*02) protective for T2DM compared with Pimas with normal glucose regulation (NGR) with the protective haplotype. Among 77 proteins evaluated in a subsequent validation phase including 45 matched cases and controls for T2DM, 11 autoantigens had higher antibody signals among T2DM subjects compared with NGR subjects (p<0.05, adjusted for multiple comparisons). PPARG2 and UBE2M had the lowest p-values (adj. p=0.023) while PPARG2 and RGS17 had the highest signal ratios (1.7). Prevalence of antibodies for PPARG2, UBE2M and RGS17 were 17%, 26%, and 34%, respectively, in the T2DM group, and 2%, 6%, and 15%, respectively, in the NGR group. A multi-protein classifier involving the 11 significant autoantigens achieved a sensitivity of 0.73, specificity 0.80, accuracy 0.77, and area under the receiver operating characteristics curve 0.83 (95% confidence interval: 0.74-0.91, p=3.4x10-8). This study identified 11 novel autoantigens associated with T2DM which both aids the search for new biomarkers and supports the adaptive immune system’s role in T2DM.
2015
File in questo prodotto:
Non ci sono file associati a questo prodotto.

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/11568/925436
 Attenzione

Attenzione! I dati visualizzati non sono stati sottoposti a validazione da parte dell'ateneo

Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus ND
  • ???jsp.display-item.citation.isi??? 0
social impact