Home › Research › Mild cognitive impairment
Prediction of future Alzheimer's disease dementia using plasma phospho-tau combined with other accessible measures
Palmqvist S, Tideman P, Cullen N, Zetterberg H, Blennow K, Alzheimer’s Disease Neuroimaging Initiative, Dage JL, Stomrud E et al.. Nature medicine, 2021-05-24
Topic: Amyloid, tau and blood-test diagnosis
A combination of plasma phospho-tau (P-tau) and other accessible biomarkers might provide accurate prediction about the risk of developing Alzheimer's disease (AD) dementia. We examined this in participants with subjective cognitive decline and mild cognitive impairment from the BioFINDER (n = 340) and Alzheimer's Disease Neuroimaging Initiative (ADNI) (n = 543) studies. Plasma P-tau, plasma Aβ42/Aβ40, plasma neurofilament light, APOE genotype, brief cognitive tests and an AD-specific magnetic resonance imaging measure were examined using progression to AD as outcome. Within 4 years, plasma P-tau217 predicted AD accurately (area under the curve (AUC) = 0.83) in BioFINDER. Combining plasma P-tau217, memory, executive function and APOE produced higher accuracy (AUC = 0.91, P < 0.001). In ADNI, this model had similar AUC (0.90) using plasma P-tau181 instead of P-tau217. The model was implemented online for prediction of the individual probability of progressing to AD. Within 2 and 6 years, similar models had AUCs of 0.90-0.91 in both cohorts. Using cerebrospinal fluid P-tau, Aβ42/Aβ40 and neurofilament light instead of plasma biomarkers did not improve the accuracy significantly. The clinical predictions by memory clinic physicians had significantly lower accuracy (4-year AUC = 0.71). In summary, plasma P-tau, in combination with brief cognitive tests and APOE genotyping, might greatly improve the diagnostic prediction of AD and facilitate recruitment for AD trials.
Cite this study APA, Vancouver, BibTeX · download .bib or .ris
APA 7th
Palmqvist, S., Tideman, P., Cullen, N., Zetterberg, H., Blennow, K., Alzheimer’s Disease Neuroimaging Initiative, et al. (2021). Prediction of future Alzheimer's disease dementia using plasma phospho-tau combined with other accessible measures. Nature medicine. https://doi.org/10.1038/s41591-021-01348-z
Vancouver
Palmqvist S, Tideman P, Cullen N, Zetterberg H, Blennow K, Alzheimer’s Disease Neuroimaging Initiative, et al. Prediction of future Alzheimer's disease dementia using plasma phospho-tau combined with other accessible measures. Nature medicine. 2021. doi:10.1038/s41591-021-01348-z. PMID: 34031605.
BibTeX
@article{palmqvist2021-34031605,
author = {Palmqvist, S. and Tideman, P. and Cullen, N. and Zetterberg, H. and Blennow, K. and {Alzheimer’s Disease Neuroimaging Initiative} and Dage, J. L. and Stomrud, E. and others},
title = {{Prediction of future Alzheimer's disease dementia using plasma phospho-tau combined with other accessible measures}},
journal = {Nature medicine},
year = {2021},
doi = {10.1038/s41591-021-01348-z},
pmid = {34031605},
url = {https://doi.org/10.1038/s41591-021-01348-z}
}
Built from the record alzhub holds for this paper, not looked up. Volume, issue and page numbers are not held in the record. The record's author list ends in “et al.”, so not every author is named. Check the citation against the original before you use it.
Key findings
- Using cerebrospinal fluid P-tau, Aβ42/Aβ40 and neurofilament light instead of plasma biomarkers did not improve the accuracy significantly.
- The clinical predictions by memory clinic physicians had significantly lower accuracy (4-year AUC = 0.71).
Why it matters
A combination of plasma phospho-tau, brief cognitive tests and APOE genotype predicted progression to Alzheimer's dementia more accurately than memory clinic physicians' clinical predictions. This suggests a blood-based tool could improve prediction of who will develop dementia, though it is a prediction model and not a treatment.
Study details
- Participants340
- Effect sizeAUC = 0.91; AUC = 0.71
- Evidence strengthLow
How this study scored 71/100
Published in a top-tier journal. Scored zero for study design and randomized / blinded because the record does not state it.
| Component | Points | Why |
|---|---|---|
| Journal tier | 10 / 10 | Tier 1 — top-tier general journal (Nature medicine) |
| Journal's citation record | 4 / 4 | Nature Medicine: journal h-index 763 (OpenAlex, 2026-10-29) |
| Study design | 0 / 12 | No study design recorded — scores zero, not guessed (not stated in the record — scored 0) |
| Strength of evidence | 1 / 5 | Rated “low” in our summary |
| Peer-review validation | 10 / 10 | Peer-reviewed. Published as an article in a named peer-reviewed journal. |
| How recent | 3 / 5 | 2021 — within 6 year(s) of the newest study here |
| Sample size | 2 / 4 | 340 participants |
| Effect reported | 3 / 3 | Effect reported with a statistic (interval, p-value, ratio or similar) |
| Studied in people | 3 / 3 | Studied in people (participant count stated) |
| Randomized / blinded | 0 / 2 | No randomization or blinding stated — scores zero (not stated in the record — scored 0) |
| Times cited | 6 / 7 | Cited 518 times (OpenAlex, 2026-10-10) |
| Citations per year | 5 / 5 | 74.0 citations a year over 7 year(s) since 2021 |
| Impact for its field and year | 6 / 6 | Cited 56.0× the average for papers of its field and year (OpenAlex FWCI) |
| Cited by studies here | 4 / 6 | Cited by 70 other studies in this library |
| Still being cited | 4 / 4 | Cited 294 times in 2024–2026 (2026 still in progress; OpenAlex) |
| Senior author's track record | 4 / 4 | Last-listed author Oskar Hansson: h-index 148 (OpenAlex, whole career) |
| Institution's track record | 2 / 3 | University College London: institution h-index 2,029 (OpenAlex) |
| Multicenter collaboration | 2 / 3 | OpenAlex lists 8 institution(s) in 3 countries |
| Indexed in PubMed | 2 / 2 | Indexed in PubMed (PMID 34031605) |
| Free to read | 0 / 2 | Behind a paywall — scores zero |
| Total | 71 / 100 | — |
What each of these 20 components measures, and what this score is not →
Read the original
- DOI: 10.1038/s41591-021-01348-z
- PubMed: 34031605
- Original source →
- Free full text: Research Square →
Full text: free to read — OpenAlex lists this copy as free to read: the link above (checked 6 Feb 1020).
Related
Studies in the library that share something with this one. The line above each title says what.
Studies this one cites
Referenced by this study and also in the alzhub library, so you can read them here. Showing 12 of 31.
Later studies that cite this one
70 studies in the alzhub library list this one in their references. Showing the 8 highest-scoring.
Related studies in Mild cognitive impairment
Also tagged “phosphorylated”
733 studies in the library carry the topic tag “phosphorylated”; these are this study's neighbours in a fixed, alphabetical-by-hash tour of them, not the closest in content. All 733 tagged studies.