Back

Using regions of homozygosity to evaluate the use of dogs as preclinical models in human drug development

Smieszek, S. P.; Polymeropoulos, M. H.

2020-01-09 genomics
10.1101/2020.01.08.898916 bioRxiv
Show abstract

Animals are used as preclinical models for human diseases in drug development. Dogs, especially, are used in preclinical research to support the clinical safety evaluations during drug development. Comparisons of patterns of regions of homozygosity (ROH) and phenotypes between dog and human are not well known. We conducted a genome-wide homozygosity analysis (GWHA) in the human and the dog genomes. We calculated ROH patterns across distinct human cohorts including the Amish, the 1000 genomes, Wellderly, Vanda 1k genomes, and Alzheimers cohort. The Amish provided a large cohort of extended kinships allowing for in depth family oriented analyses. The remaining human cohorts served as statistical references. We then calculated ROH across different dog breeds with emphasis on the beagle - the preferred breed used in drug development. Out of five studied human cohorts we reported the highest mean ROH in the Amish population. We calculated the extent of the genome covered by ROH (FROH) (human 3.2Gb, dog 2.5Gb). Overall FROH differed significantly between the Amish and the 1000 genomes, and between the human and the beagle genomes. The mean FROH per 1Mb was [~]16kb for Amish, [~]0.6kb for Vanda 1k, and [~]128kb for beagles. This result demonstrated the highest degree of inbreeding in beagles, far above that of the Amish, one of the most inbred human populations. ROH can contribute to inbreeding depression if they contain deleterious variants that are fully or partially recessive. The differences in ROH characteristics between human and dog genomes question the applicability of dog models in preclinical research, especially when the goal is to gauge the subtle effects on the organisms physiology produced by candidate therapeutic agents. Importantly, there are huge differences in a subset of ADME genes, specifically cytochrome P450 family (CYPs), constituting major enzymes involved in drug metabolism. We should hesitate to generalize from dog to human, even if human and beagle are relatively close species phylogenetically

Matching journals

The top 6 journals account for 50% of the predicted probability mass.

1
Scientific Reports
3612 papers in training set
Top 1%
15.5%
2
The Pharmacogenomics Journal
11 papers in training set
Top 0.1%
13.0%
3
Genes
144 papers in training set
Top 0.2%
6.9%
4
Scientific Data
209 papers in training set
Top 0.4%
6.4%
5
BMC Genomics
406 papers in training set
Top 1.0%
5.6%
6
PLOS ONE
5266 papers in training set
Top 32%
4.4%
50% of probability mass above
7
Genomics
64 papers in training set
Top 0.3%
3.3%
8
European Journal of Human Genetics
58 papers in training set
Top 0.4%
2.5%
9
Clinical Pharmacology & Therapeutics
25 papers in training set
Top 0.1%
2.4%
10
Database
61 papers in training set
Top 0.3%
2.2%
11
Frontiers in Genetics
230 papers in training set
Top 2%
2.2%
12
Genome Biology and Evolution
338 papers in training set
Top 2%
2.0%
13
Computational and Structural Biotechnology Journal
242 papers in training set
Top 3%
1.7%
14
F1000Research
88 papers in training set
Top 2%
1.5%
15
Genome Medicine
183 papers in training set
Top 3%
1.5%
16
PLOS Genetics
862 papers in training set
Top 8%
1.5%
17
NAR Genomics and Bioinformatics
242 papers in training set
Top 3%
1.4%
18
BMC Medical Genomics
50 papers in training set
Top 0.7%
1.4%
19
Heliyon
152 papers in training set
Top 5%
1.2%
20
Human Genomics
21 papers in training set
Top 0.3%
1.0%
21
Communications Biology
993 papers in training set
Top 27%
0.9%
22
The American Journal of Human Genetics
234 papers in training set
Top 3%
0.9%
23
International Journal of Molecular Sciences
494 papers in training set
Top 14%
0.9%
24
BMC Bioinformatics
457 papers in training set
Top 5%
0.9%
25
Nature Communications
5641 papers in training set
Top 55%
0.9%
26
Genetics in Medicine Open
11 papers in training set
Top 0.2%
0.9%
27
G3: Genes, Genomes, Genetics
252 papers in training set
Top 5%
0.6%
28
eLife
5828 papers in training set
Top 67%
0.6%
29
npj Genomic Medicine
36 papers in training set
Top 0.9%
0.6%