Evidence map›Paper›PMID 40848767›Full record

ArticleJournal of affective disorders2026

Multi-marker cerebral small vessel disease score and risk of incident depression: The Framingham Heart Study.

Robert Araujo-Contreras, Adlin Alicia Pinheiro, Oluchi Ekenze, Joseph Sisto, Hugo J Aparicio, Alexa Beiser, Jayandra Jung Himali, Vasileios Lioutas, Charles DeCarli, Sudha Seshadri and 2 more

Abstract read
In one paragraph

Article in Journal of affective disorders, 2026. 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
–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

2 citing papers in PubMed.

  1. Depression and anxiety in vascular dementia: an update.Journal of neural transmission (Vienna, Austria : 1996) · 2026
    Review
  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

12 authors.

Robert Araujo-ContrerasDepartment of Neurology, Boston Medical Center, Boston, MA, USA. Electronic address: Robert.araujocontreras@bmc.org.
Adlin Alicia PinheiroDepartment of Biostatistics, Boston University School of Public Health, Boston, MA, USA; The Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases, University of Texas Health Sciences Center, San Antonio, TX, USA.
Oluchi EkenzeNHLBI's Framingham Heart Study, Framingham, MA, USA.
Joseph SistoDepartment of Neurology, Boston Medical Center, Boston, MA, USA.
Hugo J AparicioDepartment of Neurology, Boston Medical Center, Boston, MA, USA; NHLBI's Framingham Heart Study, Framingham, MA, USA; Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA.
Alexa BeiserDepartment of Biostatistics, Boston University School of Public Health, Boston, MA, USA; NHLBI's Framingham Heart Study, Framingham, MA, USA; Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA.
Jayandra Jung HimaliDepartment of Biostatistics, Boston University School of Public Health, Boston, MA, USA; The Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases, University of Texas Health Sciences Center, San Antonio, TX, USA; NHLBI's Framingham Heart Study, Framingham, MA, USA; Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA.
Vasileios LioutasDepartment of Neurology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA.
Charles DeCarliDepartment of Neurology and Center for Neuroscience, University of California at Davis, Sacramento, CA, USA.
Sudha SeshadriThe Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases, University of Texas Health Sciences Center, San Antonio, TX, USA; NHLBI's Framingham Heart Study, Framingham, MA, USA; Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA.
Serkalem DemissieDepartment of Biostatistics, Boston University School of Public Health, Boston, MA, USA; NHLBI's Framingham Heart Study, Framingham, MA, USA.
Jose Rafael RomeroDepartment of Neurology, Boston Medical Center, Boston, MA, USA; NHLBI's Framingham Heart Study, Framingham, MA, USA; Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA.

Funding

FRAMINGHAM HEART STUDY - YEAR 5 EXAM75N92019D00031 · NHLBI · BOSTON UNIVERSITY MEDICAL CAMPUS · 2019 to 2024
$29.8M
UC Davis Alzheimer's Disease Research CenterP30AG072972 · NIA · UNIVERSITY OF CALIFORNIA AT DAVIS · PI LEE-WAY JIN · 2021 to 2026
$25.2M
PRECURSORS OF STROKE INCIDENCE AND PROGNOSISR01NS017950 · NINDS · UNIVERSITY OF TEXAS HLTH SCIENCE CENTER · PI Hugo Javier Aparicio, Jose Rafael Romero · 1985 to 2026
$22.9M
EPIDEMIOLOGY OF DEMENTIA IN THE FRAMINGHAM STUDYR01AG008122 · NIA · BOSTON UNIVERSITY MEDICAL CAMPUS · PI AU, RHODA, SESHADRI, SUDHA · 1989 to 2015
$14.4M
Temporal Trends, Novel Imaging and Molecular Characterization of Preclinical and Clinical Alzheimer's Disease in the Framingham CohortsR01AG054076 · NIA · UNIVERSITY OF TEXAS HLTH SCIENCE CENTER · PI DECARLI, CHARLES, SESHADRI, SUDHA · 2016 to 2020
$12.3M
Collaborative GWAS of Dementia, AD and related MRI and Cognitive EndophenotypesR01AG033193 · NIA · BOSTON UNIVERSITY MEDICAL CAMPUS · PI SESHADRI, SUDHA · 2009 to 2016
$4.4M
Enlarged Perivascular Spaces as Markers of Vascular and Alzheimer pathology: predictors, pathophysiology and clinical consequencesR01AG059725 · NIA · BOSTON UNIVERSITY MEDICAL CAMPUS · PI ROMERO, JOSE RAFAEL · 2019 to 2023
$3.1M
Risk Factors, Genetics and Cognition in Cerebral Microbleeds: Framingham StudyK23AG038444 · NIA · BOSTON UNIVERSITY MEDICAL CAMPUS · PI ROMERO, JOSE RAFAEL · 2011 to 2015
$644k
Longitudinal Risk Factor Changes and Early Recognition of Cerebral Small Vessel DiseaseR21NS135268 · NINDS · BOSTON UNIVERSITY MEDICAL CAMPUS · PI ROMERO, JOSE RAFAEL · 2023 to 2023
$454k
Cerebral Microbleeds in Young Adults: risk factors, biomarkers and geneticsR03AG048180 · NIA · BOSTON UNIVERSITY MEDICAL CAMPUS · PI ROMERO, JOSE RAFAEL · 2015 to 2016
$164k
THE FRAMINGHAM HEART STUDY-N01HC25195-268025195-268025195N01HC025195 · HC · TRUSTEES OF BOSTON UNIVERSITY · PI WOLF, PHILIP A · 2002 to 2006
–
NHLBI NIH HHS 75N92019D00031NHLBI NIH HHS N01 HC025195NIA NIH HHS K23 AG038444NIA NIH HHS P30 AG072972NIA NIH HHS R01 AG008122NIA NIH HHS R01 AG033193NIA NIH HHS R01 AG054076NIA NIH HHS R01 AG059725NIA NIH HHS R03 AG048180NINDS NIH HHS R01 NS017950NINDS NIH HHS R21 NS135268
6 · The paper itself

Abstract

backgroundThe vascular depression hypothesis postulates that cerebral small vessel disease (CSVD) contributes to the development of depression. This study examined the relationship between a multi-marker CSVD score derived from brain magnetic resonance imaging (MRI) with incident depression in community-dwelling individuals.

methodsFramingham Heart Study (FHS) participants free of stroke, dementia, and depression with available data on CSVD MRI markers were included. The CSVD score was calculated by summing one point for each individual CSVD marker: covert brain infarcts, cerebral microbleeds, white matter hyperintensities, visible perivascular spaces (PVS) and cortical superficial siderosis, ranging 0-5. Depression was defined as Center for Epidemiological Studies Depression scale score ≥ 16 or antidepressant used. Multivariable logistic regression models were used to relate the CSVD score and individual markers to incident depression. Models were adjusted for age, sex, FHS cohort, time interval between MRI and clinic exam, and regular vascular risk factors.

resultsAmong 1768 participants, (mean age 54.4 ± 12.4 years, 54 % male), 11 % developed depression (median follow-up 6.0 years, IQR: 5.25-6.70). No CSVD score group, or individual marker had a statistically significant association with incident depression. However, both a CSVD score of 3+ (OR: 2.72, 95 %, CI 0.90, 8.19, p = 0.09) and the presence of visible PVS (OR: 1.56, CI 0.97, 2.52, p = 0.07) showed a trend towards increased odds of developing depression.

conclusionA high CSVD burden and the presence of visible PVS may be related to incident depression. Validation in larger and more diverse cohorts is required.

Indexed as

Cerebral Small Vessel DiseasesDepressionDepressive DisorderAdultAgedBrainFemaleHumansIncidenceMagnetic Resonance ImagingMaleMiddle AgedRisk FactorsCerebral small vessel diseaseDepressionPerivascular spaces

Identifiers

PMID40848767
PMCPMC12900167

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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.