Advancing the Indian Cattle Pangenome: Characterizing Non-Reference Sequences in Bos indicus
Azam, S.; Sahu, A.; Pandey, N. K.; Neupane, M.; Tassel, C. P. V.; Rosen, B. D.; Gandham, R. K.; Rath, S. N.; Majumdar, S. S.
Show abstract
BackgroundIndia, with the worlds largest cattle population and more than 50 registered breeds of Bos indicus, stands as a vital reservoir of genetic diversity. However, the abundant diversity among Indian cattle breeds highlights the inadequacy of a single reference sequence to represent the entire genomic content of desi cattle. We recognize the need to capture the genomic differences within the Bos indicus population as a whole, and specifically within the dairy cattle subset by identifying non-reference sequences and constructing a pangenome. FindingFive representative genomes of prominent dairy breeds, including Gir, Kankrej, Tharparkar, Sahiwal, and Red Sindhi, were sequenced using 10X Genomics Linked-Read technology. Assemblies generated from these linked-reads ranged from 2.70 Gb to 2.77 Gb,comparable to the Bos indicus Brahman reference genome. A pangenome of Bos indicus cattle was constructed by comparing the newly assembled genomes with the reference using alignment and graph-based methods, revealing 8 Mb and 17.7 Mb of novel sequence respectively. A confident set of 6,844 Non-Reference Unique Insertions (NUIs) spanning 7.57 Mbs was identified through both methods, representing the pangenome of Indian Bos indicus breeds. Comparative analysis with previously published pangenomes unveiled 2.8 Mb (37%) commonality with the Chinese indicine pangenome and only 1% commonality with the Bos taurus pangenome. Among these, 2,312 NUIs - encompassing [~]2 Mb, were commonly found in 98 samples of the 5 breeds and designated as Bos indicus Common Insertions (BICIs) in the population. Furthermore, 926 BICIs were identified within 682 protein-coding genes, 54 long non-coding RNAs (LncRNA), and 18 pseudogenes. These protein-coding genes were enriched for functions such as chemical synaptic transmission, cell junction organization, cell-cell adhesion, and cell morphogenesis. The protein-coding genes were found in various prominent Quantitative Trait Loci (QTL) regions, suggesting potential roles of BICIs in traits related to milk production, reproduction, exterior, health, meat, and carcass. Notably, 63.21% of the bases within the BICIs call set contained interspersed repeats, predominantly LINEs. Additionally,70.28% of BICIs are shared with other domesticated and wild species, highlighting their evolutionary significance. ConclusionThis is the first report unveiling a robust set of NUIs defining the pangenome of Bos indicus breeds of India. The analyses contribute valuable insights into the genomic landscape of desi cattle breeds.
Matching journals
The top 3 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Fine-Tuning GBS Data with Comparison of Reference and Mock Genome Approaches for Advancing Genomic Selection in Less Studied Farmed Species 96%
- Chromosome-length genome assembly and structural variations of the primal Basenji dog (Canis lupus familiaris) genome 96%
- Optimizing Cost-Effective Gene Expression Phenotyping Approaches in Cattle Using 3' mRNA Sequencing 95%
Similar papers in this journal
- Near-chromosomal de novo assembly of Bengal tiger genome reveals genetic hallmarks of apex-predation 96%
- Chromosome-level genome assembly for the Aldabra giant tortoise enables insights into the genetic health of a threatened population 95%
- A high-quality Genome and Comparison of Short versus Long Read Transcriptome of the Palaearctic duck Aythya fuligula (Tufted Duck) 94%
Similar papers in this journal
- The salmon louse genome: copepod features and parasitic adaptations. 93%
- A modular pipeline for evidence-integrated genome annotation across species: a case study on Schmidtea mediterranea 93%
- A genome-wide epistatic network underlies the molecular architecture of continuous color variation of body extremities: a rabbit model 92%
Similar papers in this journal
- High-speed whole-genome sequencing of a Whippet: Rapid chromosome-level assembly and annotation of an extremely fast dog's genome 96%
- A reference genome for the critically endangered woylie, Bettongia penicillata ogilbyi 95%
- De novo chromosome-length assembly of the mule deer (Odocoileus hemionus) genome 95%
Similar papers in this journal
- In-situ genomic prediction using low-coverage Nanopore sequencing 95%
- Hematological and gene co-expression network analyses of high-risk beef cattle defines immunological mechanisms and biological complexes involved in bovine respiratory disease and weight gain 94%
- Whole Genome Detection of Sequence and Structural Polymorphism in Six Diverse Horses 93%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.