Our hypothesis is that changes in gene and protein expression are crucial to the development of late onset
Alzheimer’s disease (LOAD). Previously we examined how DNA alleles control downstream expression of
RNA transcripts and how those relationships are changed in late onset Alzheimer’s diseaseLOAD. We have now
examined how proteins are incorporated into networks in two separate series and evaluated our outputs in two
different cell lines. Our pipeline included the following steps: 1. Predicting expression quantitative trait loci
(eQTLs), 2. Determining differential expression, 3. Analyzing networks of transcript and peptide relationships
and 4. Validating effects in two separate cell lines. We performed all our analysis in two separate brain series to
validate effects. Our two series included 345 samples in the first set (177 controls, 168 cases; age range 65-105;
58% female; KRONOSII cohort) and 409 samples in the replicate set (153 controls, 141 cases, 115 mild
cognitive impairmentMCI; age range 66-107; 63% female; RUSH cohort). Our top target is Heat Shock Protein
Family A Member 2 (HSPA2), which was identified as a key driver in our two datasets. HSPA2 was validated in
two cell lines, with overexpression driving further elevation of Abeta40 and Abeta42 levels in amyloid precursor
protein APP mutant cells as well as significant elevation of microtubule associated protein Tau and phospho-
Tau in a modified neuroglioma line. This work further demonstrates that studying changes in gene and protein
expression is crucial to understanding late onset disease and further nominates HSPA2 as a specific key
regulator of late onset Alzheimer’s diseaseLOAD processes.
Revised: April 13, 2020 |
Published: September 1, 2018
Citation
Petyuk V.A., R.R. Chang, M. Ramirez Restrepo, N.B. Bechmann, M.Y. Henrion, P.D. Piehowski, and K. Zhu, et al. 2018.The human brainome: network analysis identifies HSPA2 as a novel Alzheimer’s disease target.Brain 141, no. 9:2721–2739.PNNL-SA-133886.doi:10.1093/brain/awy215