Back

Breath to genome: Whole genome sequencing of large whales from blow sampling

O'Mahony, E. N.; McCarthy, M. L.; Keen, E.; Wray, J.; McMillan, C. J.; Thornton, S. J.; Rendell, L. E.; Tange Olsen, M.; Gaggiotti, O. E.

2026-03-10 genomics
10.64898/2026.03.08.710374 bioRxiv
Show abstract

Preserving biodiversity requires the genetic monitoring of wild populations, but traditional invasive sampling techniques can impact animal welfare. For cetaceans, a promising non-invasive approach is the collection of exhaled respiratory vapour, or blow, to generate individual genetic profiles. Here, we demonstrate the feasibility of generating whole genomes from the blow of humpback whales with data of sufficient quality for population genomics. A total of 58 blow samples from 26 Northeast Pacific humpback whales (Megaptera novaeangliae) were collected in Gitgaat First Nation territory using a commercially available drone. The high endogenous content at 84% on average allowed us to generate low-coverage nuclear genomes (mean 2.3x, range 0.2x-3.5x) and high coverage mitochondrial genomes (mean 94x, range 7.7x-151.3x) for inference of population structure, diversity and phylogenomics. The reliability of the blow-derived genomes was demonstrated by direct comparison between replicate blow samples, as well as paired tissue samples from a subset of individuals.

Matching journals

The top 8 journals account for 50% of the predicted probability mass.

1
Nature Communications
4913 papers in training set
Top 11%
14.2%
2
Cell
370 papers in training set
Top 2%
6.7%
3
Emerging Infectious Diseases
103 papers in training set
Top 0.2%
6.7%
4
Science
429 papers in training set
Top 5%
6.2%
5
Nature Biotechnology
147 papers in training set
Top 2%
4.3%
6
Molecular Ecology Resources
161 papers in training set
Top 0.3%
4.3%
7
Scientific Reports
3102 papers in training set
Top 28%
4.3%
8
BMC Genomics
328 papers in training set
Top 0.7%
3.9%
50% of probability mass above
9
PLOS ONE
4510 papers in training set
Top 42%
3.2%
10
Communications Biology
886 papers in training set
Top 4%
2.6%
11
Methods in Ecology and Evolution
160 papers in training set
Top 1%
2.1%
12
eLife
5422 papers in training set
Top 36%
2.1%
13
npj Microgravity
11 papers in training set
Top 0.1%
2.1%
14
Genome Biology
555 papers in training set
Top 3%
2.1%
15
Nature
575 papers in training set
Top 10%
1.9%
16
Scientific Data
174 papers in training set
Top 1.0%
1.8%
17
BMC Biology
248 papers in training set
Top 1%
1.8%
18
GigaScience
172 papers in training set
Top 1%
1.7%
19
Proceedings of the National Academy of Sciences
2130 papers in training set
Top 35%
1.5%
20
Nature Methods
336 papers in training set
Top 5%
1.5%
21
Microbiology Resource Announcements
22 papers in training set
Top 0.4%
1.5%
22
Genome Research
409 papers in training set
Top 3%
1.5%
23
Current Biology
596 papers in training set
Top 11%
1.2%
24
Philosophical Transactions of the Royal Society B
51 papers in training set
Top 5%
0.9%
25
Science Advances
1098 papers in training set
Top 28%
0.8%
26
Genome Medicine
154 papers in training set
Top 8%
0.7%
27
Genome Biology and Evolution
280 papers in training set
Top 2%
0.7%
28
Global Change Biology
69 papers in training set
Top 2%
0.7%
29
Cell Genomics
162 papers in training set
Top 7%
0.7%
30
mSystems
361 papers in training set
Top 8%
0.6%