Lin Cheng
lin-cheng.bsky.social
Lin Cheng
@lin-cheng.bsky.social
https://chenglin20170390.github.io/

A Ph.D student at University of Liege and CAAS.

Potato breeding by bioinformatics (pangenomes, comparative genomics, SV calling, domestication et al.,)
Reposted by Lin Cheng
Phased pangenome aids in designing haplotypes for hybrid potato breeding. Boosts seed propagation, beats deleterious variants. PMID:39843749, Nature 2025, @Nature https://doi.org/10.1038/s41586-024-08476-9 #Medsky #Pharmsky #RNA #ASHG #ESHG 🧪
Leveraging a phased pangenome for haplotype design of hybrid potato | Nature
The tetraploid genome and clonal propagation of the cultivated potato (Solanum tuberosum L.)1,2 dictate a slow, non-accumulative breeding mode of the most important tuber crop. Transitioning potato breeding to a seed-propagated hybrid system based on diploid inbred lines has the potential to greatly accelerate its improvement3. Crucially, the development of inbred lines is impeded by manifold deleterious variants; explaining their nature and finding ways to eliminate them is the current focus of hybrid potato research4–10. However, most published diploid potato genomes are unphased, concealing crucial information on haplotype diversity and heterozygosity11–13. Here we develop a phased potato pangenome graph of 60 haplotypes from cultivated diploids and the ancestral wild species, and find evidence for the prevalence of transposable elements in generating structural variants. Compared with the linear reference, the graph pangenome represents a broader diversity (3,076 Mb versus 742 Mb).
doi.org
March 25, 2025 at 4:10 AM
Reposted by Lin Cheng
Convergence in carnivorous pitcher plants reveals a mechanism for composite trait evolution

Guillaume Chomicki et al

#PlantScience

www.science.org/doi/10.1126/...
January 5, 2024 at 5:58 AM
Reposted by Lin Cheng
Reposted by Lin Cheng
We build a pangenome reference to study the genetic basis of agronomic traits and to establish GS models for grapevine breeding doi.org/10.1038/s415...
#grape; #viticulture; #pangenome; #structructural_variation; #Genomic_selection
Grapevine pangenome facilitates trait genetics and genomic breeding - Nature Genetics
By constructing a graph-based grapevine pangenome reference (Grapepan v.1.0) and incorporating structural variations and phenotypic maps, the study investigates the genetic basis of agronomic traits, ...
doi.org
January 24, 2025 at 10:37 AM
Reposted by Lin Cheng
Check out this impressive potato genome (graph) study, with @zbao.bsky.social as co-first author! I especially liked the authors' idea of a 'broken window' effect of deleterious SVs, which seem to attract more deleterious mutations (SVs and SNPs) nearby.
#plantscience
www.nature.com/articles/s41...
January 25, 2025 at 4:53 PM
Reposted by Lin Cheng
With all the resources, we proposed that ideal potato haplotype ( IPHs) strategy to guide breeders to develop a suite of inbred lines that are as close as possible to the ideal genotype. 6/7
January 23, 2025 at 5:59 PM
Reposted by Lin Cheng
Happy to share our recent work about 🥔 pangenome. With HiFi and HiC together, we explore the 31 accessions genome of clonal propagation crops. Not surprisingly, large haplotype diversity hidden on the genome. Lots of breakpoints are TEs. www.nature.com/articles/s41... 1/7
Leveraging a phased pangenome for haplotype design of hybrid potato - Nature
A phased pangenome of potato constructed from 60 wild and cultivated haplotypes shows that substantial hybridization occurred during domestication and enables identification of many putative dele...
www.nature.com
January 23, 2025 at 5:59 PM