Back

Type-2 diabetes with low LDL-C: genetic insights into a unique phenotype

Klimentidis, Y. C.; Arora, A.; Newell, M.; Zhou, J.; Ordovas, J. M.; Renquist, B. J.; Wood, A. C.

2019-11-13 genetics
10.1101/837013 bioRxiv
Show abstract

Although hyperlipidemia is traditionally considered a risk factor for type-2 diabetes (T2D), evidence has emerged from statin trials and candidate gene investigations suggesting that lower LDL-C increases T2D risk. We thus sought to comprehensively examine the phenotypic and genotypic relationships of LDL-C with T2D. Using data from the UK Biobank, we found that LDL-C was negatively associated with T2D (OR=0.43[0.41, 0.45] per mmol/L unit of LDL-C), despite positive associations of LDL-C with HbA1c and BMI. We then performed the first genome-wide exploration of variants simultaneously associated with lower LDL-C and increased T2D risk, using data on LDL-C from the UK Biobank (n=431,167) and the GLGC consortium (n=188,577), and T2D from the DIAGRAM consortium (n=898,130). We identified 31 loci associated with lower LDL-C and increased T2D, capturing several potential mechanisms. Seven of these loci have previously been identified for this phenotype, and 9 have previously been implicated in non-alcoholic fatty liver disease. Finally, two-sample Mendelian randomization analyses suggest that low LDL-C causes T2D, although causal interpretations are challenging due to pleiotropy. Our findings extend our current understanding of the higher T2D risk among individuals with low LDL-C, and of the underlying mechanisms, including those underlying the diabetogenic effect of LDL-C-lowering medications.

Matching journals

The top 4 journals account for 50% of the predicted probability mass.

1
Diabetes Care
12 papers in training set
Top 0.1%
22.6%
2
Diabetologia
36 papers in training set
Top 0.1%
10.5%
3
Diabetes
53 papers in training set
Top 0.1%
10.1%
4
Human Molecular Genetics
130 papers in training set
Top 0.2%
8.4%
50% of probability mass above
5
Nature Genetics
240 papers in training set
Top 2%
4.0%
6
Nature Communications
4913 papers in training set
Top 37%
4.0%
7
The American Journal of Human Genetics
206 papers in training set
Top 1%
3.6%
8
Nature Metabolism
56 papers in training set
Top 0.8%
2.9%
9
Cell Reports
1338 papers in training set
Top 23%
1.8%
10
eLife
5422 papers in training set
Top 40%
1.8%
11
PLOS Genetics
756 papers in training set
Top 8%
1.8%
12
Genome Medicine
154 papers in training set
Top 4%
1.7%
13
International Journal of Epidemiology
74 papers in training set
Top 1%
1.7%
14
Circulation: Genomic and Precision Medicine
42 papers in training set
Top 0.7%
1.7%
15
Gastroenterology
40 papers in training set
Top 1%
1.3%
16
PLOS ONE
4510 papers in training set
Top 58%
1.3%
17
Molecular Metabolism
105 papers in training set
Top 1%
1.2%
18
Scientific Reports
3102 papers in training set
Top 66%
1.2%
19
PLOS Medicine
98 papers in training set
Top 3%
1.2%
20
Cell Genomics
162 papers in training set
Top 4%
1.2%
21
Nature
575 papers in training set
Top 15%
0.8%
22
Proceedings of the National Academy of Sciences
2130 papers in training set
Top 43%
0.8%
23
Science
429 papers in training set
Top 20%
0.7%
24
Frontiers in Genetics
197 papers in training set
Top 10%
0.7%
25
Journal of Hepatology
18 papers in training set
Top 0.4%
0.7%
26
Cell Metabolism
49 papers in training set
Top 3%
0.5%
27
Nature Medicine
117 papers in training set
Top 6%
0.5%