Evidence map›Paper›PMID 40478656›Full record

Trial reportDiabetes/metabolism research and reviews2025

Associations of Prediabetes, Diabetes and Glucose-Related Markers With Cognition and Neuroimaging in a 2-Year Multidomain Lifestyle Randomised Controlled Trial.

Thais Lorenzo, Tiia Ngandu, Jenni Lehtisalo, Riitta Antikainen, Juan Domingo Gispert, Nina Kemppainen, Tiina Laatikainen, Jaana Lindström, Juha Rinne, Hilkka Soininen and 5 more

Registry-linked trialAbstract readMulticenter StudyRandomized Controlled Trial
In one paragraph

Trial report in Diabetes/metabolism research and reviews, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT01041989 (Finnish Geriatric Intervention Study to Prevent Cognitive Impairment and Disability), which is not on this map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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.

NCT01041989 naunknown statusnot on this map

Finnish Geriatric Intervention Study to Prevent Cognitive Impairment and Disability

TypeinterventionalSponsorFinnish Institute for Health and WelfareRan2009 to 2025Enrolled1,200ConditionsCognitive Impairment, DementiaArmsNutritional guidance, Exercise, Cognitive training, Reduction of vascular risk factors
3 · Its place in the literature

Who cites it

7 citing papers in PubMed.

  1. Review
  2. Review
  3. Article
  4. Higher fasting brain glucose is associated with lower gray matter volume in healthy adults.Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism · 2026
    Article
  5. Review
  6. Review
  7. 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

15 authors.

Thais LorenzoNeuroimaging Research Group, BarcelonaBeta Brain Research Centre, Barcelona, Spain.ORCID 0000-0002-7664-8693
Tiia NganduDivision of Clinical Geriatrics, Center for Alzheimer Research, NVS, Karolinska Institutet, Stockholm, Sweden.
Jenni LehtisaloDepartment of Public Health, Finnish Institute for Health and Welfare, Helsinki, Finland.
Riitta AntikainenCenter for Life Course Health Research Geriatrics, University of Oulu, Oulu, Finland.
Juan Domingo GispertNeuroimaging Research Group, BarcelonaBeta Brain Research Centre, Barcelona, Spain.
Nina KemppainenDivision of Clinical Neurosciences, Turku University Hospital, Turku, Finland.
Tiina LaatikainenDepartment of Public Health, Finnish Institute for Health and Welfare, Helsinki, Finland.
Jaana LindströmDepartment of Public Health, Finnish Institute for Health and Welfare, Helsinki, Finland.
Juha RinneDivision of Clinical Neurosciences, Turku University Hospital, Turku, Finland.
Hilkka SoininenDepartment of Neurology, University of Eastern Finland, Kuopio, Finland.
Timo StrandbergCenter for Life Course Health Research Geriatrics, University of Oulu, Oulu, Finland.
Rafael de la TorreIntegrative Pharmacology and Systems Neurosciences Research Group, Neurosciences Research Program, Hospital Del Mar Research Institute, Barcelona, Spain.
Jaakko TuomilehtoDepartment of Public Health, Finnish Institute for Health and Welfare, Helsinki, Finland.
Alina SolomonDivision of Clinical Geriatrics, Center for Alzheimer Research, NVS, Karolinska Institutet, Stockholm, Sweden.
Miia KivipeltoDivision of Clinical Geriatrics, Center for Alzheimer Research, NVS, Karolinska Institutet, Stockholm, Sweden.

Funding

Alzheimer Association 18PTC-R-592192Alzheimerfonden (Sweden)Alzheimer's Research and Prevention FoundationCenter for Innovative Medicine CIMED at Karolinska InstituteERA PerMed Pattern-Cog grantEU Innovative Health Initiative Joint Undertaking IHI JU AD-RIDDLE 101132933EU Joint Programme - Neurodegenerative Disease Research JPND EURO-FINGERS grantEU Joint Programme - Neurodegenerative Disease Research (JPND) Multi-MeMo grant (Instituto de Salud Carlos III, Spain) AC22/00004EU Joint Programme - Neurodegenerative Disease Research JPND Multi-MeMo grant (Research Council of Finland) 357810European Comission Innovative Health Initiative 101112145European Research Council 804371Fundació la Marató de TV3Generalitat de Catalunya 2017 SGR 138Instituto de Salud Carlos III FI18/00041Instituto de Salud Carlos III MV21/00015Instituto de Salud Carlos III PI17/00223Juho Vainion SäätiöKelaKnut och Alice Wallenbergs StiftelseNordForsk NJ-FINGERSPäivikki ja Sakari Sohlbergin SäätiöRegion StockholmResearch Council of FinlandSigrid Juséliuksen SäätiöSuomen KulttuurirahastoSwedish Research Council for Health, Working Life and Welfare (FORTE)Yrjö Jahnssonin Säätiö
6 · The paper itself

Abstract

aimsFew longitudinal studies have explored Oral Glucose Tolerance Test markers (OGTT) and both cognitive and brain changes. We investigated OGTT and other glycaemia and insulin resistance markers, and cognitive and neuroimaging changes in the Finnish Geriatric Intervention Study to Prevent Cognitive Impairment and Disability (FINGER). MATERIALS AND

methodsAt-risk individuals aged 60-77 years without dementia (N = 1259) were randomly enrolled in a 2-year multidomain lifestyle intervention or regular health advice program. 1025 participants without previously diagnosed diabetes underwent OGTT. Brain MRI scans were available for 132 participants and amyloid (PiB)-PET and FDG-PET scans for 47. Cognition was assessed using the modified Neuropsychological Test Battery (mNTB).

resultsHigher baseline dysglycaemia measures, particularly those from the OGTT, were connected to less favourable changes in multiple cognitive measures and hippocampal volume. Higher baseline triglyceride-glucose (TyG) index was associated with higher amyloid accumulation and decline in brain glucose metabolism. Higher baseline glycated haemoglobin (HbA1c) was related to favourable changes in processing speed and cortical thickness. There were no significant intervention-control differences in the change in glycaemia markers. Baseline dysglycaemia and glycaemia-related markers did not modify the previously reported intervention benefits on cognition.

conclusionsHigher baseline dysglycaemia measures are linked to more deleterious changes in cognition. Specifically, OGTT measures may be the most sensitive for detecting subtle glycaemic abnormalities associated with both unfavourable cognitive and neuroimaging changes. However, HbA1c shows mixed associations with cognition and neuroimaging in people at risk of dementia without previously diagnosed diabetes. This study emphasises the importance of more accurate glucose-related markers when investigating early stages of glucose metabolism abnormalities and their relationship to subtle cognitive impairment and its structural brain correlates.

trial registrationID NCT01041989 https://clinicaltrials.gov.

Indexed as

BiomarkersCognitionCognitive DysfunctionDiabetes MellitusDiabetes Mellitus, Type 2Life StylePrediabetic StateAgedBlood GlucoseBrainFemaleFinlandFollow-Up StudiesGlucose Tolerance TestGlycated HemoglobinHumansBiomarkersBlood GlucoseGlycated Hemoglobinclinical trialcognitiondementiadysglycaemiaHbA1cneuroimagingoral glucose tolerance testprediabetespreventionrisk factors

Identifiers

PMID40478656
PMCPMC12143424

What Socratic holds

Textmetadata
LicenceCC BY
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Registered trials

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 Socratic graph.