Evidence map›Paper›PMID 36537283›Full record

ArticleHuman brain mapping2023

Genetic and environmental influence on resting state networks in young male and female adults: a cartographer mapping study.

Arman P Kulkarni, Gyujoon Hwang, Cole J Cook, Rosaleena Mohanty, Akhil Guliani, Veena A Nair, Barbara B Bendlin, Elizabeth Meyerand, Vivek Prabhakaran

Open access · goldAbstract readTwin Study
In one paragraph

Article in Human brain mapping, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
0.2field-weighted citation impact, top 48% of its field
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

2 citing papers in PubMed, 2 citations in OpenAlex.

  1. Article
  2. Article
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

9 authors at 2 institutions in 2 countries.

Arman P KulkarniDepartment of Biomedical Engineering, University of Wisconsin-Madison, Madison, Wisconsin, USA.ORCID 0000-0002-4742-7269
Gyujoon HwangDepartment of Medical Physics, University of Wisconsin-Madison, Madison, Wisconsin, USA.ORCID 0000-0002-9497-2999
Cole J CookDepartment of Medical Physics, University of Wisconsin-Madison, Madison, Wisconsin, USA.ORCID 0000-0003-2000-4028
Rosaleena MohantyDivision of Clinical Geriatrics, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden.ORCID 0000-0001-6499-1251
Akhil GulianiDepartment of Computer Science, University of Wisconsin-Madison, Madison, Wisconsin, USA.
Veena A NairDepartment of Radiology, University of Wisconsin-Madison, Madison, Wisconsin, USA.ORCID 0000-0002-5666-3239
Barbara B BendlinDepartment of Medicine, University of Wisconsin-Madison, Madison, Wisconsin, USA.ORCID 0000-0002-0580-9875
Elizabeth MeyerandDepartment of Biomedical Engineering, University of Wisconsin-Madison, Madison, Wisconsin, USA.ORCID 0000-0002-4655-8523
Vivek PrabhakaranDepartment of Medical Physics, University of Wisconsin-Madison, Madison, Wisconsin, USA.ORCID 0000-0002-1974-3125
University of Wisconsin–Madison · USKarolinska Institutet · SE

Funding

The Neighborhoods Study: Contextual Disadvantage and Alzheimer’s Disease and Related Dementias (ADRD)R01AG070883 · NIA · UNIVERSITY OF WISCONSIN-MADISON · PI AMY J. KIND · 2021 to 2026
$42.1M
Mapping the Human Connectome: Structure, Function, and HeritabilityU54MH091657 · NIMH · WASHINGTON UNIVERSITY · PI UGURBIL, KAMIL, VAN ESSEN, DAVID C · 2010 to 2014
$34.7M
NRSA Training CoreTL1TR002375 · NCATS · UNIVERSITY OF WISCONSIN-MADISON · PI Vivek Prabhakaran · 2017 to 2026
$8.4M
Alzheimer's Disease Connectome ProjectUF1AG051216 · NIA · MEDICAL COLLEGE OF WISCONSIN · PI BENDLIN, BARBARA BRIGITTA, LI, SHI-JIANG · 2016 to 2019
$5.8M
White matter degeneration: biomarkers in preclinical Alzheimer's DiseaseR01AG037639 · NIA · UNIVERSITY OF WISCONSIN-MADISON · PI BENDLIN, BARBARA BRIGITTA · 2012 to 2023
$5.3M
Clarifying the overlapping pathology of delirium and dementiaR01AG063849 · NIA · UNIVERSITY OF WISCONSIN-MADISON · PI Richard C Lennertz, Robert D Sanders · 2019 to 2026
$5.0M
PET/MR Correlates of Accelerated Aging in Chronic EpilepsyR01NS117568 · NINDS · UNIVERSITY OF WISCONSIN-MADISON · PI Alan Blair McMillan, Vivek Prabhakaran · 2021 to 2026
$3.0M
Stroke Rehabilitation utilizing BCI technologyR01NS105646 · NINDS · UNIVERSITY OF WISCONSIN-MADISON · PI PRABHAKARAN, VIVEK · 2018 to 2022
$2.3M
Macromolecular Imaging of Gray and White Matter Pathology in Multiple SclerosisR01EB027087 · NIBIB · UNIVERSITY OF WISCONSIN-MADISON · PI SAMSONOV, ALEXEY · 2018 to 2021
$1.6M
NCATS NIH HHS TL1 TR002375NIA NIH HHS R01 AG037639NIA NIH HHS R01 AG063849NIA NIH HHS R01 AG070883NIA NIH HHS UF1 AG051216NIBIB NIH HHS R01 EB027087NIMH NIH HHS U54 MH091657NINDS NIH HHS R01 NS105646NINDS NIH HHS R01 NS117568
6 · The paper itself

Abstract

We propose a unique, minimal assumption, approach based on variance analyses (compared with standard approaches) to investigate genetic influence on individual differences on the functional connectivity of the brain using 65 monozygotic and 65 dizygotic healthy young adult twin pairs' low-frequency oscillation resting state functional Magnetic Resonance Imaging (fMRI) data from the Human Connectome Project. Overall, we found high number of genetically-influenced functional (GIF) connections involving posterior to posterior brain regions (occipital/temporal/parietal) implicated in low-level processes such as vision, perception, motion, categorization, dorsal/ventral stream visuospatial, and long-term memory processes, as well as high number across midline brain regions (cingulate) implicated in attentional processes, and emotional responses to pain. We found low number of GIF connections involving anterior to anterior/posterior brain regions (frontofrontal > frontoparietal, frontotemporal, frontooccipital) implicated in high-level processes such as working memory, reasoning, emotional judgment, language, and action planning. We found very low number of GIF connections involving subcortical/noncortical networks such as basal ganglia, thalamus, brainstem, and cerebellum. In terms of sex-specific individual differences, individual differences in males were more genetically influenced while individual differences in females were more environmentally influenced in terms of the interplay of interactions of Task positive networks (brain regions involved in various task-oriented processes and attending to and interacting with environment), extended Default Mode Network (a central brain hub for various processes such as internal monitoring, rumination, and evaluation of self and others), primary sensorimotor systems (vision, audition, somatosensory, and motor systems), and subcortical/noncortical networks. There were >8.5-19.1 times more GIF connections in males than females. These preliminary (young adult cohort-specific) findings suggest that individual differences in the resting state brain may be more genetically influenced in males and more environmentally influenced in females; furthermore, standard approaches may suggest that it is more substantially nonadditive genetics, rather than additive genetics, which contribute to the differences in sex-specific individual differences based on this young adult (male and female) specific cohort. Finally, considering the preliminary cohort-specific results, based on standard approaches, environmental influences on individual differences may be substantially greater than that of genetics, for either sex, frontally and brain-wide. [Correction added on 10 May 2023, after first online publication: added: functional Magnetic Resonance Imaging. Added: individual differences in, twice. Added statement between furthermore … based on standard approaches.].

Indexed as

BrainConnectomeBasal GangliaBrain MappingFemaleHumansMagnetic Resonance ImagingMaleNerve NetThalamusTwins, DizygoticYoung Adultconnectomegeneticsheritabilityindividual differencesresting state fMRIsex differencestwins

Identifiers

PMID36537283
PMCPMC10543121
OpenAlexW4312019122

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.