Applicability of Non-Invasively Collected Eurasian Goshawk (Astur gentilis) Moulted Feathers for Whole Genome Sequencing Analysis

<b>Background/Objectives</b>: Non-invasive samples offer an attractive alternative to logistically challenging invasive approaches in wildlife genetic studies but often contain low-quality host DNA that limits downstream analyses. Here, we assessed the applicability of moulted Eurasian goshawk feathers as a DNA source for whole-genome re-sequencing. <b>Methods</b>: We analysed 75 moulted feathers collected opportunistically from breeding territories. Each feather was measured from tip to tip, and its condition was visually assessed. Whole-genome re-sequencing was performed with a target coverage of 13× using 150 bp paired-end reads. <b>Results</b>: Feathers yielded an average of 7.19 ± 10.93 ng/μL DNA. DNA yield was positively correlated with feather size and the presence of blood traces in the calamus. On average, feather samples performed well, producing 208.7 ± 59.82 million reads, of which 82.69 ± 27.15% aligned to the reference genome, resulting in 83.58 ± 19.02% of the genome being covered at least once. After quality filtering, 10.34 ± 3.11 million biallelic single-nucleotide variants remained, of which 457,745 were common variants (MAF > 0.05). Larger feathers in good condition, with higher DNA yields and blood traces in the calamus, tended to perform better throughout the re-sequencing workflow. Nevertheless, approximately 22.7% of samples failed due to high missing data or poor genotype quality. <b>Conclusions</b>: Performance varied substantially even among samples with similar characteristics, indicating that improved sample selection incorporating direct measures of host DNA quality may be beneficial. Despite these challenges, moulted feathers represent a readily available DNA source for genome-wide re-sequencing of medium- to large-sized raptor species.

Authors

Institutions

Publication Details

Journal
Genes
Published
2026-02-04
DOI
https://doi.org/10.3390/genes17020193
Primary Topic
Skin and Cellular Biology Research
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Applicability of Non-Invasively Collected Eurasian Goshawk (Astur gentilis) Moulted Feathers for Whole Genome Sequencing Analysis

Otars Opermanis, Dāvids Frīdmanis, Ance Roga, Ineta Kalniņa et al.
Genes
Skin and Cellular Biology Research
article

Applicability of Non-Invasively Collected Eurasian Goshawk (Astur gentilis) Moulted Feathers for Whole Genome Sequencing Analysis

Otars Opermanis, Dāvids Frīdmanis, Ance Roga, Ineta Kalniņa, Jānis Kloviņš, Edgars Liepa, Dita Gudra, Imants Jakovlevs
article en

Abstract

<b>Background/Objectives</b>: Non-invasive samples offer an attractive alternative to logistically challenging invasive approaches in wildlife genetic studies but often contain low-quality host DNA that limits downstream analyses. Here, we assessed the applicability of moulted Eurasian goshawk feathers as a DNA source for whole-genome re-sequencing. <b>Methods</b>: We analysed 75 moulted feathers collected opportunistically from breeding territories. Each feather was measured from tip to tip, and its condition was visually assessed. Whole-genome re-sequencing was performed with a target coverage of 13× using 150 bp paired-end reads. <b>Results</b>: Feathers yielded an average of 7.19 ± 10.93 ng/μL DNA. DNA yield was positively correlated with feather size and the presence of blood traces in the calamus. On average, feather samples performed well, producing 208.7 ± 59.82 million reads, of which 82.69 ± 27.15% aligned to the reference genome, resulting in 83.58 ± 19.02% of the genome being covered at least once. After quality filtering, 10.34 ± 3.11 million biallelic single-nucleotide variants remained, of which 457,745 were common variants (MAF > 0.05). Larger feathers in good condition, with higher DNA yields and blood traces in the calamus, tended to perform better throughout the re-sequencing workflow. Nevertheless, approximately 22.7% of samples failed due to high missing data or poor genotype quality. <b>Conclusions</b>: Performance varied substantially even among samples with similar characteristics, indicating that improved sample selection incorporating direct measures of host DNA quality may be beneficial. Despite these challenges, moulted feathers represent a readily available DNA source for genome-wide re-sequencing of medium- to large-sized raptor species.

GenesVol. 17(2)
Latvian Biomedical Research and Study Centre (LV), Lithuanian Ornithological Society (LT)
Rīgas Tehniskā Universitāte
Openalex Percentile: Top 69%
Skin and Cellular Biology Research
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.