Home › Research › What the research found › Every row
Every row of the evidence table
One row per finding: what was tested, which way the result went, and how the study was built. The answer by area, and where the studies disagree, are on the main page.
Every row
Filter
Showing 21 of 382 rows. One row per study per exposure: a study that tested two different things appears twice, once for each.
Scroll the table sideways to see every column.
| Exposure | Question | Direction | Outcome measured | Design | People | Effect size, as the source reported it | Source |
|---|---|---|---|---|---|---|---|
| Blood biomarker test (p-tau217 / amyloid ratio) Care, carers and services | Prevention |
Harm
whyDirection is for higher baseline plasma p-tau217 in cognitively unimpaired women: each SD increase more than doubled the hazard of MCI or dementia. Associations were larger in women over 70, APOE4 carriers and White women, and p-tau217 was not associated with incident MCI in Black women. |
Incident MCI or dementia over up to 25 years | cohort study | 2,766 | Every 1-SD increase in log2-transformed p-tau217 was associated with incident MCI or dementia (HR, 2.43; 95% CI, 2.18-2.71) and each individual outcome (MCI: HR, 1.94; 95% CI, 1.72-2.20; dementia: HR, 3.17; 95% CI, 2.79-3.61) |
JAMA Network Open
2026 ✓ Peer-reviewed PMID 41805953 |
| Blood biomarker test (p-tau217 / amyloid ratio) Care, carers and services | Prevention |
Benefit
whyDirection is for the test's accuracy against the reference standard; an accuracy result, not a health outcome. The estimated age at plasma %p-tau217 positivity predicted age at symptom onset (adjusted R2 0.337-0.612) with a median absolute error of 3.0-3.7 years, which the authors call acceptable for trials but not yet for individual clinical use. |
Predicted age at onset of Alzheimer's symptoms from plasma %p-tau217 clock models | cohort study | 603 | The estimated age at plasma %p-tau217 positivity was associated with the age at onset of AD symptoms (adjusted R2 of 0.337-0.612) with a median absolute error of 3.0-3.7 years |
Nature medicine
2026 ✓ Peer-reviewed PMID 41714746 |
| Blood biomarker test (p-tau217 / amyloid ratio) Care, carers and services | Prevention |
Harm
whyDirection is for higher baseline plasma p-tau217 in cognitively unimpaired adults: each SD raised the hazard of progression by 38%, and the very-high group had a 38% absolute 5-year risk of progression. |
Progression to cognitive impairment over a median 5.4 years; cognitive decline on the PACC | cohort study | 2,684 | Each 1-SD increase in baseline p-tau217 level was associated with an increased risk of progression to cognitive impairment (hazard ratio, 1.38 [95% CI, 1.30-1.46]), and the association remained significant after adjustment, including β-amyloid positron emission tomography scan Centiloids (hazard ratio, 1.32 [95% CI, 1.24-1.41]). Participants with high (1.1-2.4 SD) and very high (>2.5 SD) baseline p-tau217 had 24% (95% CI, 20%-28%) and 38% (95% CI, 33%-43%) absolute risk of progression over 5 years, respectively |
JAMA
2026 ✓ Peer-reviewed PMID 42449500 |
| Blood biomarker test (p-tau217 / amyloid ratio) Care, carers and services | Prevention |
Harm
whyDirection is for higher plasma p-tau217: each SD raised the hazard of incident cognitive impairment by 41%, more steeply in APOE-ε4 carriers (76%) than non-carriers (26%), with survival curves separating 3-4 years after the blood test. |
Prevalent and incident cognitive impairment (MCI or dementia) by plasma p-tau217 and APOE-ε4 status | cohort study | 8,582 | Higher p-tau217 concentrations at baseline were also associated with incident cognitive impairment (hazard ratio 1·41, 95% CI 1·22-1·64; for 1-SD increase of p-tau217 levels), with a stronger association in APOE-ε4 carriers (1·76, 1·36-2·26) than in non-carriers (1·26, 1·12-1·42). Each 1-SD increase in p-tau217 concentration was associated with a 24% shorter time to cognitive impairment among APOE-ε4 carriers, compared with 13% among non-carriers |
The Lancet. Neurology
2026 ✓ Peer-reviewed PMID 42716078 |
| Blood biomarker test (p-tau217 / amyloid ratio) Care, carers and services | Prevention |
Benefit
whyDirection is for the test's accuracy against the reference standard; an accuracy result, not a health outcome. Stand-alone plasma p-tau217 gave 81% accuracy and 79% PPV; confirming positives with PET or CSF raised both to 91% while cutting PET scans needed to find 100 amyloid-positive people from 536 to 124. Immunoassays matched mass spectrometry on PPV but had lower accuracy. |
Accuracy and positive predictive value for amyloid positivity (CSF or PET) in cognitively unimpaired people, stand-alone and in a two-step workflow | cross-sectional study | 2,916 | As a stand-alone test, plasma p-tau217 achieved a positive predictive value (PPV) of 79% (95% CI, 74-84) and an overall accuracy of 81% (95% CI, 80-82). In a 2-step workflow, the PPV and accuracy significantly increased to 91% (95% CI, 86-95). While this approach required screening of 677 individuals with plasma p-tau217 to identify 100 Aβ-positive individuals, compared to 536 participants when using PET alone, it reduced the need for PET testing to 124 |
JAMA Neurology
2025 ✓ Peer-reviewed PMID 40952756 |
| Blood biomarker test (p-tau217 / amyloid ratio) Care, carers and services | Prevention |
Benefit
whyDirection is for the test's accuracy against the reference standard; an accuracy result, not a health outcome. Combined plasma %p-tau217 and Aβ42/40 detected abnormal CSF amyloid status (AUC 0.949) and each predicted rising amyloid PET over time in people who started below the positivity threshold, replicated in two further cohorts; p-tau231 and GFAP added no clear independent value. |
Prediction of subsequent brain amyloid accumulation (PET/CSF) in cognitively unimpaired people with subthreshold amyloid | cohort study | 983 | a combination of plasma %p-tau217 and Aβ42/40 showed better performance (area under the curve = 0.949; 95% CI, 0.929-0.970; P <.02) than individual biomarkers ... longitudinal Aβ-PET (%p-tau217: β = 0.67; 95% CI, 0.48-0.87; Aβ42/40: β = -0.33; 95% CI, -0.51 to -0.15; %p-tau217 × Aβ42/40: β = -0.31; 95% CI, -0.44 to -0.18; P < .001) |
JAMA Neurology
2024 ✓ Peer-reviewed PMID 39068669 |
| Blood biomarkers (GFAP, NfL, p-tau217) for staging and prognosis Care, carers and services | Prevention |
Mixed
whyThe findings point different ways: lower eGFR raised every blood biomarker except Aβ42/40 (a test-interpretation caveat), yet impaired kidney function did not itself raise dementia risk (HR 0.93), while the association between high NfL and dementia was about twice as strong in people with impaired kidneys. |
Blood AD biomarker levels by kidney function (eGFR), and incident dementia over a mean 8.3 years by kidney function and NfL | cohort study | 2,279 | At eGFR = 30 mL/min/1.73 m2, estimated differences were as follows: p-tau181: β, 0.22 [95% CI 0.09-0.35]; p-tau217: β, 0.20 [95% CI 0.10-0.31]; t-tau: β, 0.24 [95% CI 0.05-0.42]; NfL: β, 0.88 [95% CI 0.80-0.95]; GFAP: β, 0.10 [95% CI 0.03-0.16] ... impaired kidney function (eGFR < 60 mL/min/1.73 m2) was not associated with an increased hazard of dementia compared with preserved kidney function (eGFR ≥ 60 mL/min/1.73 m2) (hazard ratio [HR], 0.93 [95% CI 0.72-1.21]). The relationship between increased (high vs low) NfL and dementia was stronger among individuals with impaired (vs preserved) kidney function (HR, 3.85 [95% CI 1.87-7.95] vs HR, 1.84 [95% CI 1.34-2.53], respectively) |
Neurology
2026 ✓ Peer-reviewed PMID 41337685 |
| Blood biomarkers (GFAP, NfL, p-tau217) for staging and prognosis Care, carers and services | Prevention |
Benefit
whyDirection is for the blood test's prognostic performance: plasma p-tau217 predicted cognitive decline and progression to MCI as well as tau PET (R2 0.33 vs 0.34; HR 1.57 vs 1.61), and using the blood test first cut the number needed to screen for a trial by 94%. A prognostic-performance result, not a health outcome. |
Prediction of future cognitive decline and progression to MCI: plasma p-tau217 head-to-head with tau PET | cohort study | 1,474 | plasma p-tau217 and medial temporal lobe tau-PET signal display similar associations with cognitive decline on a global cognitive composite test (R2PET = 0.34 versus R2plasma = 0.33, Pdifference = 0.653) and with progression to mild cognitive impairment (hazard ratio (HR)PET = 1.61 (1.48-1.76) versus HRplasma = 1.57 (1.43-1.72), Pdifference = 0.322) ... Sequential selection using plasma phosphorylated tau at threonine 217 (p-tau217) and then tau-PET reduced the number of participants required for a clinical trial by 94%, compared to a 76% reduction when using plasma p-tau217 alone |
Nature Aging
2025 ✓ Peer-reviewed PMID 40155777 |
| Blood biomarkers (GFAP, NfL, p-tau217) for staging and prognosis Care, carers and services | Prevention |
Harm
whyDirection is for abnormal baseline plasma p-tau217: people positive for both plasma amyloid and tau progressed to MCI at 7.8 times the rate of those negative for both, and tau-positive/amyloid-negative people at 4.3 times. CSF and PET gave similar results; adding plasma Aβ42/40 did not improve prediction. |
Progression to MCI over a mean 5.65 years (up to 10.5) by baseline plasma amyloid/tau status | cohort study | 215 | Cox proportional hazard models indicated a greater progression rate in A+T+plasma and A-T+plasma compared to A-T-plasma individuals (HR = 7.81 [95% CI = 3.92 to 15.59] and HR = 4.25 [1.60-11.31] respectively). Similar results were found with CSF (HR = 3.63 [1.72-7.70]) and PET (HR = 9.30 [3.67-23.55]) |
Alzheimer's & Dementia
2025 ✓ Peer-reviewed PMID 40008832 |
| Blood biomarkers (GFAP, NfL, p-tau217) for staging and prognosis Care, carers and services | Prevention |
Mixed
whyThe two measures behaved differently: baseline plasma p-tau217 predicted later cognitive decline about as well as entorhinal tau PET (ρ -0.47 vs -0.55), but over time p-tau217 rose then decelerated and tracked concurrent cognitive change only weakly (ρ -0.24) or not at all in the PET substudy, whereas regional tau PET change correlated strongly with concurrent decline. |
Prognostic association with, and concurrent tracking of, cognitive change in preclinical AD: plasma p-tau217 versus tau PET | cohort study | 1,707 | Baseline associations with longitudinal change in PACC score in Aβ+ participants were strongest in the entorhinal cortex (correlation [ρ] = -0.55; 95% CI, -0.63 to -0.45) and plasma p-tau217 levels (ρ = -0.47; 95% CI, -0.56 to -0.37) ... Levels of plasma p-tau217 increased significantly in Aβ+ participants before showing significant deceleration (χ2 = 21.7; P < .001) and were not associated with concurrent cognitive change in the tau PET substudy (ρ = -0.03; 95% CI, -0.23 to 0.16) but were modestly associated with concurrent cognitive changes in the full plasma sample (n = 1119; ρ = -0.24; 95% CI, -0.34 to -0.14) |
JAMA Neurology
2025 ✓ Peer-reviewed PMID 40853684 |
| Blood biomarkers (GFAP, NfL, p-tau217) for staging and prognosis Care, carers and services | Prevention |
Harm
whyDirection is for higher baseline plasma GFAP in cognitively unimpaired adults: it predicted faster cognitive decline, CDR progression, cortical atrophy and conversion to amyloid positivity, with stronger effects in females. |
Cognitive decline (PACC), CDR progression, AD-signature cortical atrophy and amyloid conversion over 240 weeks by baseline plasma GFAP | cohort study | 949 | not established — pubmed abstract results reports directions only (higher gfap predicted faster decline, cdr progression, atrophy and amyloid conversion) and prints… |
Alzheimer's & Dementia
2025 ✓ Peer-reviewed PMID 41268784 |
| Blood biomarkers (GFAP, NfL, p-tau217) for staging and prognosis Care, carers and services | Prevention |
Harm
whyDirection is for higher plasma pTau217: it was associated with global and domain-specific cognitive decline within both racial groups and discriminated 3-year dementia well (AUC 0.81 in Black and 0.77 in White adults); biomarker levels were similar across races and the association with decline was similar, though pTau217 tracked faster global and semantic memory decline in Black adults. |
Cognitive decline and 3-year dementia discrimination by plasma pTau217, GFAP, NfL and Aβ ratio in Black and White older adults without dementia | cohort study | 1,014 | between races, pTau217 was associated with a faster decline in global cognition (β = -0.03, SE = 0.012, p = 0.018) and semantic memory (β = -0.068, SE = 0.016, p < 0.001) in Black individuals. The discrimination of dementia by pTau217 (area under the curve [AUC]3-year, Black 0.81, 95% CI 0.74-0.89; AUC3-year, White 0.77, 95% CI 0.71-0.83) was good relative to age (AUC3-year, Black 0.69, 95% CI 0.58-0.79; AUC3-year, White 0.68, 95% CI 0.62-0.75) |
Neurology
2025 ✓ Peer-reviewed PMID 41151002 |
| Blood biomarkers (GFAP, NfL, p-tau217) for staging and prognosis Care, carers and services | Prevention |
Harm
whyDirection is for adverse biomarker levels: only the Alzheimer-specific markers measured in midlife (lower Aβ42:Aβ40, higher p-tau181) predicted dementia two decades later, while every marker measured in late life did, NfL most strongly (HR 1.92 per SD). Biomarkers changed faster in APOE ε4 carriers and with midlife hypertension or diabetes. |
Incident all-cause dementia by midlife and late-life plasma biomarker levels | cohort study | 1,525 | Only AD-specific biomarkers in midlife demonstrated long-term associations with late-life dementia (hazard ratio per SD lower Aβ42:Aβ40 ratio, 1.11; 95% CI, 1.02-1.21; per SD higher p-tau181, 1.15; 95% CI, 1.06-1.25). All plasma biomarkers in late life had statistically significant associations with late-life dementia, with NfL demonstrating the largest association (1.92; 95% CI, 1.72-2.14) |
JAMA
2024 ✓ Peer-reviewed PMID 39068543 |
| Blood biomarkers (GFAP, NfL, p-tau217) for staging and prognosis Care, carers and services | Prevention |
Harm
whyDirection is for high serum NfL or GFAP: the top tertile of either raised incident dementia risk by 38-49% and roughly tripled dementia-specific mortality; being in the top tertile of both doubled dementia risk and raised dementia mortality nine-fold. NfL was independently associated with faster cognitive decline. |
Incident dementia and dementia-specific mortality over 19 years by serum NfL and GFAP tertile | cohort study | 1,712 | being in the highest versus lowest tertile of NfL or GFAP associated with a hazard ratio (HR) of 1.49 (1.20-1.84) and 1.38 (1.15-1.66) for incident dementia, and 2.87 (1.79-4.61) and 2.76 (1.73-4.40) for dementia-specific mortality. Joint third versus first tertile exposure further increased risk; HR = 2.06 (1.60-2.67) and 9.22 (4.48-18.9) |
Alzheimer's & Dementia
2023 ✓ Peer-reviewed PMID 37392405 |
| Blood biomarkers (GFAP, NfL, p-tau217) for staging and prognosis Care, carers and services | Prevention |
Harm
whyDirection is for astrocyte reactivity: amyloid was associated with higher plasma p-tau only in people positive for astrocyte reactivity, and an AD-like pattern of tau-PET accumulation as a function of amyloid appeared only in those individuals, cross-sectionally and longitudinally. |
Association of amyloid with plasma phosphorylated tau and with tau-PET tangle accumulation, by astrocyte reactivity status | cohort study | 1,016 | not established — pubmed abstract reports no numeric effect size. |
Nature Medicine
2023 ✓ Peer-reviewed PMID 37248300 |
| Blood biomarkers (GFAP, NfL, p-tau217) for staging and prognosis Care, carers and services | Prevention |
Harm
whyDirection is for a rising serum NfL: its rate of change separated mutation carriers from non-carriers 16.2 years before expected symptom onset (versus 6.8 years for a single level), peaked around symptom conversion, and predicted cortical thinning and cognitive decline. |
Cortical thinning and cognitive change in presymptomatic familial Alzheimer's disease | cohort study | 405 | the rate of change of serum NfL could discriminate mutation carriers from non-mutation carriers almost a decade earlier than cross-sectional absolute NfL levels (that is, 16.2 versus 6.8 years before the estimated symptom onset) |
Nature Medicine
2019 ✓ Peer-reviewed PMID 30664784 |
| Cost of dementia care Care, carers and services | Prevention |
Mixed
whyThe two comparisons point different ways: overall utilization and payments were similar between amyloid-positive (A4) and amyloid-negative (LEARN) participants, but among A4 participants claims indicators of progression carried 45-103% higher payments. |
Healthcare utilization and Medicare payments in cognitively unimpaired amyloid-positive versus amyloid-negative people, and by claims indicators of AD progression | cohort study | 367 | 45% payment increase for cognitive impairment (p=0.035) with a mean incremental cost of $140 per person per month (PPPM) (95% confidence interval [CI] $125-$155), 66% payment increase for AD (p=0.011) with a mean incremental cost of $207 PPPM (95% CI $188-$226), and 103% payment increase for high frailty (p<0.001) with a mean incremental cost of $303 PPPM (95% CI $283-$323) |
Journal of Prevention of Alzheimer's Disease
2026 ✓ Peer-reviewed PMID 41926844 |
| Cost-effectiveness of multidomain prevention programme Care, carers and services | Prevention |
Mixed
whyDirection is for value for money: APPLE-Tree had a 96% probability of being cost-effective per cognition point at a £30 000 threshold but only 12% on QALYs, which were slightly lower in the intervention arm. Post hoc subgroups suggested better value in non-White and socioeconomically disadvantaged participants. |
QALYs over 24 months (primary) and cost per 1-point NTB cognition gain | randomised trial | 746 | Mean adjusted QALYs were 1.511 (intervention) and 1.520 (control), an adjusted difference of -0.010 (95%CI -0.04 to -0.022). Mean adjusted (SD) costs were £2966 (3629) and £2551 (4439), respectively. Cost per 1-point NTB change z-score was £6809. At a £30 000 threshold, the probability of cost-effective was 12% and 96% based on QALYs and cognition, respectively |
Age and ageing
2026 ✓ Peer-reviewed PMID 42328805 |
| Cost-effectiveness of multidomain prevention programme Care, carers and services | Prevention |
Benefit
whyDirection is for value for money: the intervention was modelled as dominant, saving JPY 452,826 per person and adding 0.08 QALYs over 35 years, with sensitivity analyses described as confirming robustness. A model extrapolating an 18-month trial. |
Lifetime costs and QALYs of the J-MINT multidomain intervention versus usual care (35-year model) | modelling study | not stated | Over 35 years, J-MINT was projected to achieve cost savings of JPY 452,826 per person and a gain of 0.08 QALYs |
The journal of prevention of Alzheimer's disease
2026 ✓ Peer-reviewed PMID 41478834 |
| Plasma complement factors (candidate blood markers) Care, carers and services | Prevention |
Harm
whyDirection is for the AD-associated complement pattern: age-related falls in C4, C4b, Factor I and Properdin and rises in Factor D were more pronounced in people who later developed AD, detectable in the preclinical phase, and the same profile was specific to AD among dementia subtypes. |
Ten-year trajectories of 14 plasma complement factors with ageing and before AD onset, and specificity of the pattern versus other dementias | cohort study | 558 | not established — pubmed abstract reports no numeric effect size. |
Molecular Neurodegeneration
2026 ✓ Peer-reviewed PMID 41526986 |
| Sleep EEG brain age index (digital marker) Care, carers and services | Prevention |
Harm
whyDirection is for an older-than-chronological sleep EEG brain age: each 10-year increase in the index was associated with a 39% higher risk of incident dementia, consistent across sex and age groups. |
Incident dementia per 10-year increase in sleep-EEG brain age index | meta-analysis | 7,105 | each 10-year increase in BAI was associated with a 39% higher risk of incident dementia (hazard ratio [HR], 1.39 [95% CI, 1.21-1.59]; P < .001) after adjustment for covariates. These associations remained after additional adjustment for comorbidities and apnea-hypopnea index scores (HR, 1.31 [95% CI, 1.14-1.50]; P < .001) and apolipoprotein E ε4 (HR, 1.22 [95% CI, 1.02-1.45]; P = .03) |
JAMA network open
2026 ✓ Peer-reviewed PMID 41854616 |