Evidence map›Paper›PMID 34634459›Full record

ReviewNeurobiology of disease2021

Systems biology approaches to unravel the molecular and genetic architecture of Alzheimer's disease and related tauopathies.

Emily Miyoshi, Samuel Morabito, Vivek Swarup

Abstract readReview
In one paragraph

Review in Neurobiology of disease, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

5 citing papers in PubMed.

  1. Article
  2. Review
  3. Review
  4. Article
  5. Gene networks and systems biology in Alzheimer's disease: Insights from multi-omics approaches.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2024
    Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Emily MiyoshiDepartment of Neurobiology and Behavior, University of California, Irvine, CA 92697, USA; Institute for Memory Impairments and Neurological Disorders (MIND), University of California, Irvine, CA 92697, USA.
Samuel MorabitoInstitute for Memory Impairments and Neurological Disorders (MIND), University of California, Irvine, CA 92697, USA; Mathematical, Computational and Systems Biology (MCSB) Program, University of California, Irvine, CA 92697, USA.
Vivek SwarupDepartment of Neurobiology and Behavior, University of California, Irvine, CA 92697, USA; Institute for Memory Impairments and Neurological Disorders (MIND), University of California, Irvine, CA 92697, USA. Electronic address: vswarup@uci.edu.

Funding

Oligodendrocyte heterogeneity in Alzheimer' s diseaseRF1AG071683 · NIA · UNIVERSITY OF CALIFORNIA-IRVINE · PI SWARUP, VIVEK, ZHANG, JING · 2021 to 2024
$2.2M
Oligodendrocyte heterogeneity in Alzheimer' s diseaseR01AG071683 · NIA · UNIVERSITY OF CALIFORNIA-IRVINE · PI SWARUP, VIVEK · 2024 to 2025
$1.2M
NIA NIH HHS R01 AG071683NIA NIH HHS RF1 AG071683
6 · The paper itself

Abstract

Over the years, genetic studies have identified multiple genetic risk variants associated with neurodegenerative disorders and helped reveal new biological pathways and genes of interest. However, genetic risk variants commonly reside in non-coding regions and may regulate distant genes rather than the nearest gene, as well as a gene's interaction partners in biological networks. Systems biology and functional genomics approaches provide the framework to unravel the functional significance of genetic risk variants in disease. In this review, we summarize the genetic and transcriptomic studies of Alzheimer's disease and related tauopathies and focus on the advantages of performing systems-level analyses to interrogate the biological pathways underlying neurodegeneration. Finally, we highlight new avenues of multi-omics analysis with single-cell approaches, which provide unparalleled opportunities to systematically explore cellular heterogeneity, and present an example of how to integrate publicly available single-cell datasets. Systems-level analysis has illuminated the function of many disease risk genes, but much work remains to study tauopathies and to understand spatiotemporal gene expression changes of specific cell types.

Indexed as

Systems BiologyAlzheimer DiseaseGenomicsHumansTauopathiesTranscriptomeAlzheimer's diseaseEpigeneticsGeneticsNetwork analysisTauopathyTranscriptomics

Identifiers

PMID34634459
PMCPMC8616667

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.