Association of RDoC dimensions with post-mortem brain transcriptional profiles in Alzheimers Disease

Abstract

INTRODUCTION: Neuropsychiatric symptoms are common in people with Alzheimers disease (AD) across all severity stages. Their heterogeneous presentation and variable temporal association with cognitive decline suggest shared and distinct biological mechanisms. We hypothesized that specific patterns of gene expression associate with distinct NIMH Research Domain Criteria (RDoC) domains in AD. METHODS: Post-mortem bulk RNAseq on the insula and anterior cingulate cortex from 60 brain donors representing the spectrum of canonical AD neuropathology combined with natural language processing approaches based on the RDoC Clinical Domains. RESULTS: Distinct sets of >100 genes (pFDR<0.05) were specifically associated with at least one clinical domain (Cognitive, Social, Negative, Positive, Arousal). In addition, dysregulation of immune response pathways was shared across domains and brain regions. DISCUSSION: Our findings provide evidence for distinct transcriptional profiles associated with RDoC domains suggesting that each dimension is characterized by specific sets of genes providing insight into the underlying mechanisms.

Competing Interest Statement

The authors have declared no competing interest.

Funding Statement

This work was supported by P50MH115874, R01MH120991, German Research Foundation 413501650, P50NM119467, Alzheimers Association AACSFD-23-1149842, Eric Dorris Memorial Fellowship, Rappaport Mental Health Research Award, R01HD102974, and R01AG070704.

Author Declarations

I confirm all relevant ethical guidelines have been followed, and any necessary IRB and/or ethics committee approvals have been obtained.

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The details of the IRB/oversight body that provided approval or exemption for the research described are given below:

All tissue samples and medical records were obtained from the Harvard Brain Tissue Resource Center (HBTRC; operating under the Mass General Brigham/McLean Institutional Review Board (IRB)).

I confirm that all necessary patient/participant consent has been obtained and the appropriate institutional forms have been archived, and that any patient/participant/sample identifiers included were not known to anyone (e.g., hospital staff, patients or participants themselves) outside the research group so cannot be used to identify individuals.

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I understand that all clinical trials and any other prospective interventional studies must be registered with an ICMJE-approved registry, such as ClinicalTrials.gov. I confirm that any such study reported in the manuscript has been registered and the trial registration ID is provided (note: if posting a prospective study registered retrospectively, please provide a statement in the trial ID field explaining why the study was not registered in advance).

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I have followed all appropriate research reporting guidelines, such as any relevant EQUATOR Network research reporting checklist(s) and other pertinent material, if applicable.

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Data Availability

RNAseq data is available through the GEO accession number GSE261050. The code of the analyses is available at the Klengel Lab GitHub page under https://github.com/klengellab/RDoC_RNAseq.

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