Literature DB >> 33423086

When your brain looks older than expected: combined lifestyle risk and BrainAGE.

Nora Bittner1,2, Christiane Jockwitz1,2, Katja Franke3, Christian Gaser3, Susanne Moebus4, Ute J Bayen5, Katrin Amunts2,6,7, Svenja Caspers8,9,10.   

Abstract

Lifestyle may be one source of unexplained variance in the great interindividual variability of the brain in age-related structural differences. While physical and social activity may protect against structural decline, other lifestyle behaviors may be accelerating factors. We examined whether riskier lifestyle correlates with accelerated brain aging using the BrainAGE score in 622 older adults from the 1000BRAINS cohort. Lifestyle was measured using a combined lifestyle risk score, composed of risk (smoking, alcohol intake) and protective variables (social integration and physical activity). We estimated individual BrainAGE from T1-weighted MRI data indicating accelerated brain atrophy by higher values. Then, the effect of combined lifestyle risk and individual lifestyle variables was regressed against BrainAGE. One unit increase in combined lifestyle risk predicted 5.04 months of additional BrainAGE. This prediction was driven by smoking (0.6 additional months of BrainAGE per pack-year) and physical activity (0.55 less months in BrainAGE per metabolic equivalent). Stratification by sex revealed a stronger association between physical activity and BrainAGE in males than females. Overall, our observations may be helpful with regard to lifestyle-related tailored prevention measures that slow changes in brain structure in older adults.

Entities:  

Keywords:  Lifestyle; MR-based age estimation; MR-morphometry; Physical activity; Smoking

Year:  2021        PMID: 33423086      PMCID: PMC7981332          DOI: 10.1007/s00429-020-02184-6

Source DB:  PubMed          Journal:  Brain Struct Funct        ISSN: 1863-2653            Impact factor:   3.270


  131 in total

1.  Statistical power analyses using G*Power 3.1: tests for correlation and regression analyses.

Authors:  Franz Faul; Edgar Erdfelder; Axel Buchner; Albert-Georg Lang
Journal:  Behav Res Methods       Date:  2009-11

2.  Cigarette smoking and other risk factors for silent cerebral infarction in the general population.

Authors:  G Howard; L E Wagenknecht; J Cai; L Cooper; M A Kraut; J F Toole
Journal:  Stroke       Date:  1998-05       Impact factor: 7.914

3.  Interactive effects of fitness and hormone treatment on brain health in postmenopausal women.

Authors:  Kirk I Erickson; Stanley J Colcombe; Steriani Elavsky; Edward McAuley; Donna L Korol; Paige E Scalf; Arthur F Kramer
Journal:  Neurobiol Aging       Date:  2006-01-06       Impact factor: 4.673

4.  The effects of physical activity, education, and body mass index on the aging brain.

Authors:  April J Ho; Cyrus A Raji; James T Becker; Oscar L Lopez; Lewis H Kuller; Xue Hua; Ivo D Dinov; Jason L Stein; Caterina Rosano; Arthur W Toga; Paul M Thompson
Journal:  Hum Brain Mapp       Date:  2010-08-16       Impact factor: 5.038

Review 5.  Human alcohol-related neuropathology.

Authors:  Suzanne M de la Monte; Jillian J Kril
Journal:  Acta Neuropathol       Date:  2013-12-27       Impact factor: 17.088

6.  Association of social engagement with brain volumes assessed by structural MRI.

Authors:  Bryan D James; Thomas A Glass; Brian Caffo; Jennifer F Bobb; Christos Davatzikos; David Yousem; Brian S Schwartz
Journal:  J Aging Res       Date:  2012-09-11

7.  Amygdala volume and social network size in humans.

Authors:  Kevin C Bickart; Christopher I Wright; Rebecca J Dautoff; Bradford C Dickerson; Lisa Feldman Barrett
Journal:  Nat Neurosci       Date:  2010-12-26       Impact factor: 24.884

8.  The Effect of the APOE Genotype on Individual BrainAGE in Normal Aging, Mild Cognitive Impairment, and Alzheimer's Disease.

Authors:  Luise Christine Löwe; Christian Gaser; Katja Franke
Journal:  PLoS One       Date:  2016-07-13       Impact factor: 3.240

9.  Moderate alcohol consumption as risk factor for adverse brain outcomes and cognitive decline: longitudinal cohort study.

Authors:  Anya Topiwala; Charlotte L Allan; Vyara Valkanova; Enikő Zsoldos; Nicola Filippini; Claire Sexton; Abda Mahmood; Peggy Fooks; Archana Singh-Manoux; Clare E Mackay; Mika Kivimäki; Klaus P Ebmeier
Journal:  BMJ       Date:  2017-06-06

10.  Age-related decrease in physical activity and functional fitness among elderly men and women.

Authors:  Zoran Milanović; Saša Pantelić; Nebojša Trajković; Goran Sporiš; Radmila Kostić; Nic James
Journal:  Clin Interv Aging       Date:  2013-05-21       Impact factor: 4.458

View more
  8 in total

1.  Alzheimer resemblance atrophy index, BrainAGE, and normal pressure hydrocephalus score in the prediction of subtle cognitive decline: added value compared to existing MR imaging markers.

Authors:  Panteleimon Giannakopoulos; Marie-Louise Montandon; François R Herrmann; Dennis Hedderich; Christian Gaser; Elias Kellner; Cristelle Rodriguez; Sven Haller
Journal:  Eur Radiol       Date:  2022-04-29       Impact factor: 5.315

2.  Dose-dependent relationship between social drinking and brain aging.

Authors:  Alexanndra Angebrandt; Osama A Abulseoud; Mallory Kisner; Nancy Diazgranados; Reza Momenan; Yihong Yang; Elliot A Stein; Thomas J Ross
Journal:  Neurobiol Aging       Date:  2021-12-02       Impact factor: 4.673

3.  Characterization of the angular gyrus in an older adult population: a multimodal multilevel approach.

Authors:  Christiane Jockwitz; Camilla Krämer; Johanna Stumme; Paulo Dellani; Susanne Moebus; Nora Bittner; Svenja Caspers
Journal:  Brain Struct Funct       Date:  2022-07-29       Impact factor: 3.748

4.  An uncertainty-aware, shareable, and transparent neural network architecture for brain-age modeling.

Authors:  Tim Hahn; Jan Ernsting; Nils R Winter; Vincent Holstein; Ramona Leenings; Marie Beisemann; Lukas Fisch; Kelvin Sarink; Daniel Emden; Nils Opel; Ronny Redlich; Jonathan Repple; Dominik Grotegerd; Susanne Meinert; Jochen G Hirsch; Thoralf Niendorf; Beate Endemann; Fabian Bamberg; Thomas Kröncke; Robin Bülow; Henry Völzke; Oyunbileg von Stackelberg; Ramona Felizitas Sowade; Lale Umutlu; Börge Schmidt; Svenja Caspers; Harald Kugel; Tilo Kircher; Benjamin Risse; Christian Gaser; James H Cole; Udo Dannlowski; Klaus Berger
Journal:  Sci Adv       Date:  2022-01-05       Impact factor: 14.136

5.  Multimodal investigation of the association between shift work and the brain in a population-based sample of older adults.

Authors:  Nora Bittner; Horst-Werner Korf; Johanna Stumme; Christiane Jockwitz; Susanne Moebus; Börge Schmidt; Nico Dragano; Svenja Caspers
Journal:  Sci Rep       Date:  2022-02-22       Impact factor: 4.996

6.  Factors Influencing Change in Brain-Predicted Age Difference in a Cohort of Healthy Older Individuals.

Authors:  Jo Wrigglesworth; Ian H Harding; Phillip Ward; Robyn L Woods; Elsdon Storey; Bernadette Fitzgibbon; Gary Egan; Anne Murray; Raj C Shah; Ruth E Trevaks; Stephanie Ward; John J McNeil; Joanne Ryan
Journal:  J Alzheimers Dis Rep       Date:  2022-04-04

7.  Mind the gap: Performance metric evaluation in brain-age prediction.

Authors:  Ann-Marie G de Lange; Melis Anatürk; Jaroslav Rokicki; Laura K M Han; Katja Franke; Dag Alnaes; Klaus P Ebmeier; Bogdan Draganski; Tobias Kaufmann; Lars T Westlye; Tim Hahn; James H Cole
Journal:  Hum Brain Mapp       Date:  2022-03-21       Impact factor: 5.399

8.  Sex differences in predictors and regional patterns of brain age gap estimates.

Authors:  Nicole Sanford; Ruiyang Ge; Mathilde Antoniades; Amirhossein Modabbernia; Shalaila S Haas; Heather C Whalley; Liisa Galea; Sebastian G Popescu; James H Cole; Sophia Frangou
Journal:  Hum Brain Mapp       Date:  2022-07-05       Impact factor: 5.399

  8 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.