Unknown

Dataset Information

0

A peripheral blood transcriptomic signature predicts autoantibody development in infants at risk of type 1 diabetes.


ABSTRACT: Autoimmune-mediated destruction of pancreatic islet ? cells results in type 1 diabetes (T1D). Serum islet autoantibodies usually develop in genetically susceptible individuals in early childhood before T1D onset, with multiple islet autoantibodies predicting diabetes development. However, most at-risk children remain islet-antibody negative, and no test currently identifies those likely to seroconvert. We sought a genomic signature predicting seroconversion risk by integrating longitudinal peripheral blood gene expression profiles collected in high-risk children included in the BABYDIET and DIPP cohorts, of whom 50 seroconverted. Subjects were followed for 10 years to determine time of seroconversion. Any cohort effect and the time of seroconversion were corrected to uncover genes differentially expressed (DE) in seroconverting children. Gene expression signatures associated with seroconversion were evident during the first year of life, with 67 DE genes identified in seroconverting children relative to those remaining antibody negative. These genes contribute to T cell-, DC-, and B cell-related immune responses. Near-birth expression of ADCY9, PTCH1, MEX3B, IL15RA, ZNF714, TENM1, and PLEKHA5, along with HLA risk score predicted seroconversion (AUC 0.85). The ubiquitin-proteasome pathway linked DE genes and T1D susceptibility genes. Therefore, a gene expression signature in infancy predicts risk of seroconversion. Ubiquitination may play a mechanistic role in diabetes progression.

SUBMITTER: Mehdi AM 

PROVIDER: S-EPMC5922278 | biostudies-literature | 2018 Mar

REPOSITORIES: biostudies-literature

altmetric image

Publications

A peripheral blood transcriptomic signature predicts autoantibody development in infants at risk of type 1 diabetes.

Mehdi Ahmed M AM   Hamilton-Williams Emma E EE   Cristino Alexandre A   Ziegler Anette A   Bonifacio Ezio E   Le Cao Kim-Anh KA   Harris Mark M   Thomas Ranjeny R  

JCI insight 20180308 5


Autoimmune-mediated destruction of pancreatic islet β cells results in type 1 diabetes (T1D). Serum islet autoantibodies usually develop in genetically susceptible individuals in early childhood before T1D onset, with multiple islet autoantibodies predicting diabetes development. However, most at-risk children remain islet-antibody negative, and no test currently identifies those likely to seroconvert. We sought a genomic signature predicting seroconversion risk by integrating longitudinal perip  ...[more]

Similar Datasets

| S-EPMC6629121 | biostudies-literature
| S-EPMC2793425 | biostudies-literature
2019-10-01 | GSE112927 | GEO
| S-EPMC7856817 | biostudies-literature
| S-BSST1241 | biostudies-other
| S-EPMC3636624 | biostudies-literature
| S-EPMC6097013 | biostudies-literature
| S-EPMC2939510 | biostudies-literature
2023-07-17 | GSE208630 | GEO
2017-02-06 | GSE92586 | GEO