Back

A Blood-Based Transcriptomic Algorithm and Scoring System for Alzheimer's Disease Detection

2025-10-22 health informatics Title + abstract only
View on medRxiv
Show abstract

Alzheimers disease is a neurodegenerative disorder that affects more than 50 million people worldwide. Current diagnostic methods include cerebrospinal fluid testing and CT/MRI scans, which are either invasive, expensive, or non-specific. This study aimed to develop alternative diagnostic approaches for early detection by creating a transparent algorithm using blood-based transcriptomic biomarkers associated with Alzheimers. Towards this, a microarray dataset from NCBI GEO was obtained, which co...

Predicted journal destinations

1
Scientific Reports
701 training papers
Top 15% 11.3%
2
Frontiers in Aging Neuroscience
22 training papers
#1 7.4%
3
PLOS ONE
1737 training papers
Top 68% 7.4%
4
Alzheimer's Research & Therapy
31 training papers
Top 1% 4.8%
5
BMC Medical Informatics and Decision Making
36 training papers
Top 3% 4.8%
6
JAMIA Open
35 training papers
Top 4% 4.0%
7
Computers in Biology and Medicine
39 training papers
Top 2% 3.7%
8
Journal of Biomedical Informatics
37 training papers
Top 4% 3.7%
9
Journal of Alzheimer’s Disease
23 training papers
Top 0.4% 3.7%
10
Journal of the American Medical Informatics Association
53 training papers
Top 5% 3.7%
11
Nature Communications
483 training papers
Top 32% 2.9%
12
GeroScience
22 training papers
Top 0.7% 1.8%
13
JMIR Medical Informatics
16 training papers
Top 3% 1.8%
14
Alzheimer's & Dementia
84 training papers
Top 5% 1.8%
15
Journal of Medical Internet Research
81 training papers
Top 9% 1.8%
16
International Journal of Medical Informatics
25 training papers
Top 4% 1.8%
17
Neurobiology of Aging
29 training papers
Top 3% 1.5%
18
iScience
74 training papers
Top 5% 1.5%
19
PLOS Digital Health
88 training papers
Top 12% 1.5%
20
eLife
262 training papers
Top 36% 1.3%
21
npj Digital Medicine
85 training papers
Top 14% 1.3%
22
International Journal of Molecular Sciences
39 training papers
Top 4% 1.1%
23
Patterns
15 training papers
Top 1% 1.1%
24
Frontiers in Digital Health
18 training papers
Top 2% 1.1%
25
BMC Medical Research Methodology
41 training papers
Top 7% 0.9%
26
Alzheimer's & Dementia: Diagnosis, Assessment & Disease Monitoring
28 training papers
Top 4% 0.9%
27
Frontiers in Genetics
32 training papers
Top 7% 0.9%
28
Frontiers in Public Health
135 training papers
Top 29% 0.9%
29
Frontiers in Neuroscience
29 training papers
Top 6% 0.7%
30
Frontiers in Immunology
140 training papers
Top 14% 0.7%