Back

Obesity Prediction in Young Adults from the Jerusalem Perinatal Study: Contribution of Polygenic Risk and Early Life Exposures

2023-09-06 health informatics Title + abstract only
View on medRxiv
Show abstract

We assessed whether adding early life exposures to a model based on polygenic risk score (PRS) improves prediction of obesity risk. We used a birth cohort with data at birth and BMI and waist circumference (WC) measured at age 32. The PRS was composed of SNPs identified in GWAS for BMI. Linear and logistic models were used to explore associations with obesity-related phenotypes. Improvement in prediction was assessed using measures of model discrimination (AUC), and net reclassification improvem...

Predicted journal destinations

1
Scientific Reports
701 training papers
Top 18% 9.7%
2
International Journal of Obesity
17 training papers
#1 7.5%
3
PLOS ONE
1737 training papers
Top 67% 7.5%
4
Nature Communications
483 training papers
Top 13% 7.5%
5
JAMIA Open
35 training papers
Top 3% 5.7%
6
Journal of the American Medical Informatics Association
53 training papers
Top 4% 5.7%
7
BMJ Open
553 training papers
Top 34% 4.8%
8
Journal of Biomedical Informatics
37 training papers
Top 4% 3.7%
9
BMC Medicine
155 training papers
Top 6% 3.7%
10
BMC Medical Informatics and Decision Making
36 training papers
Top 5% 2.1%
11
PLOS Digital Health
88 training papers
Top 10% 1.9%
12
Diabetologia
23 training papers
Top 2% 1.3%
13
Communications Medicine
63 training papers
Top 3% 1.3%
14
Communications Biology
36 training papers
Top 2% 1.3%
15
Journal of Affective Disorders
72 training papers
Top 6% 1.3%
16
JMIR Medical Informatics
16 training papers
Top 5% 1.3%
17
Nature Medicine
88 training papers
Top 8% 1.3%
18
Frontiers in Endocrinology
20 training papers
Top 2% 1.1%
19
Royal Society Open Science
49 training papers
Top 5% 1.1%
20
International Journal of Medical Informatics
25 training papers
Top 5% 1.1%
21
JAMA Network Open
125 training papers
Top 21% 1.1%
22
PLOS Genetics
39 training papers
Top 7% 1.1%
23
Frontiers in Pediatrics
24 training papers
Top 2% 0.9%
24
BMC Medical Research Methodology
41 training papers
Top 7% 0.9%
25
The Journal of Pediatrics
15 training papers
Top 2% 0.9%
26
eBioMedicine
82 training papers
Top 14% 0.7%
27
BMJ
49 training papers
Top 7% 0.7%
28
eClinicalMedicine
55 training papers
Top 6% 0.7%
29
Bioinformatics
24 training papers
Top 4% 0.7%
30
Frontiers in Digital Health
18 training papers
Top 5% 0.7%