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Associations of digital neuro-signatures with molecular and neuroimaging measures of brain resilience: The altoida large cohort study
Azizi A Seixas, Farid Rajabli, Margaret A Pericak-Vance, Girardin Jean-Louis, Robbert L Harms, Ioannis Tarnanas. Frontiers in psychiatry, 2022-08-09
Topic: Brain imaging, connectivity and assessment
Plain-language summary
DNS-br total score and majority of the 11 DNS-br neurocognitive subdomain scores were significantly associated with FDG-PET resilience signature, PIB ratio, cerebral gray matter and white matter volume after adjusting for multiple testing. DNS-br total score predicts cognitive impairment for the 80+ individuals in the Altoida large cohort study. We identified a significant interaction between the DNS-br total score and time, indicating that participants with higher DNS-br total score or FDG-PET in the resilience signature would show less cognitive decline over time. Our findings highlight that a digital biomarker predicted cognitive functioning and change, which established biomarkers are unable to reliably do. Our findings also offer possible etiologies of MCI and AD, where education did not protect against cognitive decline.
Cite this study APA, Vancouver, BibTeX · download .bib or .ris
APA 7th
Seixas, A. A., Rajabli, F., Pericak-Vance, M. A., Jean-Louis, G., Harms, R. L., & Tarnanas, I. (2022). Associations of digital neuro-signatures with molecular and neuroimaging measures of brain resilience: The altoida large cohort study. Frontiers in psychiatry. https://doi.org/10.3389/fpsyt.2022.899080
Vancouver
Seixas AA, Rajabli F, Pericak-Vance MA, Jean-Louis G, Harms RL, Tarnanas I. Associations of digital neuro-signatures with molecular and neuroimaging measures of brain resilience: The altoida large cohort study. Frontiers in psychiatry. 2022. doi:10.3389/fpsyt.2022.899080. PMID: 36061297.
BibTeX
@article{seixas2022-36061297,
author = {Seixas, Azizi A and Rajabli, Farid and Pericak-Vance, Margaret A and Jean-Louis, Girardin and Harms, Robbert L and Tarnanas, Ioannis},
title = {{Associations of digital neuro-signatures with molecular and neuroimaging measures of brain resilience: The altoida large cohort study}},
journal = {Frontiers in psychiatry},
year = {2022},
doi = {10.3389/fpsyt.2022.899080},
pmid = {36061297},
url = {https://doi.org/10.3389/fpsyt.2022.899080}
}
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Key findings
- DNS-br total score and majority of the 11 DNS-br neurocognitive subdomain scores were significantly associated with FDG-PET resilience signature, PIB ratio, cerebral gray matter and white matter volume after adjusting for multiple testing.
- DNS-br total score predicts cognitive impairment for the 80+ individuals in the Altoida large cohort study.
- We identified a significant interaction between the DNS-br total score and time, indicating that participants with higher DNS-br total score or FDG-PET in the resilience signature would show less cognitive decline over time.
- Our findings highlight that a digital biomarker predicted cognitive functioning and change, which established biomarkers are unable to reliably do.
- Our findings also offer possible etiologies of MCI and AD, where education did not protect against cognitive decline.
Study details
- Study designcohort study
- Participants283
- Evidence strengthModerate
How this study scored 66/100
Published in a peer-reviewed journal, and it is a cohort study following people over time. Scored zero for effect reported and randomized / blinded because the record does not state it. We have no data on journal's citation record, times cited, citations per year, impact for its field and year, cited by studies here, still being cited, senior author's track record, institution's track record, multicenter collaboration and free to read, so those were left out: it earned 37 of the 56 points we could judge it on, which is 66 out of 100.
| Component | Points | Why |
|---|---|---|
| Journal tier | 7 / 10 | Tier 3 — peer-reviewed journal (Frontiers in psychiatry) |
| Journal's citation record | — / 4 | No journal record from OpenAlex — left out of this score |
| Study design | 7 / 12 | A cohort study following people over time |
| Strength of evidence | 3 / 5 | Rated “moderate” in our summary |
| Peer-review validation | 10 / 10 | Peer-reviewed. Published as an article in a named peer-reviewed journal. |
| How recent | 3 / 5 | 2022 — within 6 year(s) of the newest study here |
| Sample size | 2 / 4 | 283 participants |
| Effect reported | 0 / 3 | No effect size reported — scores zero (not stated in the record — scored 0) |
| 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 | — / 7 | No citation count (not found in OpenAlex) — left out of this score |
| Citations per year | — / 5 | No citation count or no year — left out of this score |
| Impact for its field and year | — / 6 | No field-weighted citation impact (OpenAlex has none yet) — left out of this score |
| Cited by studies here | — / 6 | Not yet checked against this library's citation graph — left out of this score |
| Still being cited | — / 4 | No yearly citation counts — left out of this score |
| Senior author's track record | — / 4 | Senior author's record not available — left out of this score |
| Institution's track record | — / 3 | No institution listed in OpenAlex — left out of this score |
| Multicenter collaboration | — / 3 | Institutions not listed — left out of this score |
| Indexed in PubMed | 2 / 2 | Indexed in PubMed (PMID 36061297) |
| Free to read | — / 2 | Access not recorded — left out of this score |
| Points | 37 / 56 | Scored on 10 of 20 parts. We have no data for the rest, so they are left out: 37 of the 56 points we could judge it on is 66 out of 100. |
| Total | 66 / 100 | — |
What each of these 20 components measures, and what this score is not →
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