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. 2021 Sep 22;18(19):9934. doi: 10.3390/ijerph18199934

Table 3.

Bibliographic citations related with new risk factors: subjective memory complaints, knowledge, pharmaceutical drugs, viral or other infections and use of the internet or digital technologies.

Factor Study Type Country (N) Relationship to Dementia Citation
Subjective memory
complaint (SMC)
CI screening Spain;
N = 728
Sign of testing positive in CI screening. Climent et al., 2018
Image analysis USA and
The Netherlands;
N = 25
Associated with greater white matter hyperintensity volume. Van Rooden S, 2018
Nation cohort Mexico;
N = 6327
Associated with an increase in the 3-year incidence of CI. Borda et al., 2019
CI screening and diagnosis Australia;
N = 873
Associated with a decline in global cognition over 6 years and may be predictive of the incidence of dementia. Numbers et al., 2020
CI screening and diagnosis Spain;
N = 281
Associated with a two-fold increase in detection of cognitive impairment, i.e., use of SMC as an inclusion criterium. Ramos et al., 2021
Knowledge Multicentre randomised controlled trial Finland and Sweden;
N = 1260
Multidomain lifestyle interventions have beneficial effects on cognition. Rosenberg et al., 2018
Review Czech Republic Multidomain lifestyle interventions generate significant effects in delaying cognitive decline. Toman et al., 2018
Interventional study China;
N = 1082
Patient adherence may be improved by increasing patients’ self-management efficacy. Chen et al., 2020
Randomised control trial China;
N = 148
Pragmatic multidomain interventions might supplement healthy aging policies if patients are empowered. Xie et al., 2020
Pharmaceutical drugs Retrospective South Korea;
N = 1,576,452
Association between benzodiazepine consumption and dementia after 5 years. Baek et al., 2019
Prospective Spain;
N = 5072
Association between a decreased risk of AD mortality and NSAID use.
NSAIDs as a protective factor for developing AD.
Benito-León et al., 2019
Retrospective UK;
N = 8216
ACB3 use is associated with dementia, especially in cognitively normal people.
ACB12 and benzodiazepines are not associated with dementia.
Grossi et al., 2019
Retrospective UK, Spain, Denmark, and The Netherlands;
N = 1127
Association between methotrexate use and lower dementia risk, especially when the therapy exceeds 4 years. Newby et al., 2020
Prospective USA;
N = 688
Anticholinergic drugs increase the risk of developing cognitive decline and dementia, especially among patients with genetic risk factors. Weigand et al., 2020
Viral and bacterial infections Molecular multiscale analysis USA;
N = 643 brain samples
Increased HHV-6A and HHV-7 in the brains of patients with AD. Readhead et al., 2018
Retrospective Taiwan;
N = 33,448 participants
Patients with HSV infections may have a 2.56-fold increased risk of developing dementia.
Treatment with antiherpetic medications was associated with a decreased risk of dementia.
Tzeng et al., 2018
Systematic review England;
N = 57 studies
Recent reactivation of herpesvirus HSV-1, HSV-2, cytomegalovirus, and HHV-6 may be associated with dementia or MCIs. Warren–Gash et al., 2019
Review Australia;
N = 15 studies
Chlamydia pneumoniae found at increased rates in the brains of AD patients.
Limitations of previous human and animal studies preclude conclusive interpretation.
Woods et al., 2019
Systematic review Brazil;
N = 9 studies
Infection by Porphyromonas gingivalis and bacterial lipopolysaccharide administration appears to be related to the pathogenesis of AD. Costa et al., 2021
Use of the internet or digital technologies Longitudinal study Brazil; N = 2902 Older adults who continue using the internet were more likely to have significantly lower cognitive loss. Krug et al., 2019
Case–control study Spain;
N = 497 participants
Internet use was a factor associated with a 67–86% reduced risk of CI compatible scores in neuropsychological tests. Ramos et al., 2020
Systematic review The Netherlands N = 9 studies Weak evidence that digital technologies may provide less benefit to people with dementia than those with an MCI. Neal et al., 2021

CI: cognitive impairment; ACB: anticholinergic burden scale; AD: Alzheimer disease; HVS: Herpes simplex virus; HSV-1: Herpes simplex virus type 1; HSV-2: Herpes simplex virus type 2; HHV-6: Human herpesvirus 6; HHV-7: Human herpesvirus 7; SMC: subjective memory complaint; MCI: mild cognitive impairment; NSAIDs: non-steroidal anti-inflammatory drugs; USA: United States of America; UK: United Kingdom.