bioRxivGeneticsPreprint
Cassava HapMap: Masking deleterious mutations in a clonal crop species
Punna RamuiD, Williams EsumaiD, R. KawukiiD, Ismail Yusuf RabbiiD, Chiedozie Ngozi EgesiiD, Jessen V. BredesoniD, Rebecca S BartiD, Janu Verma, Edward S. BuckleriD, Fei LüiD
Abstract
Cassava (Manihot esculenta Crantz) is an important staple food crop in Africa and South America, however, ubiquitous deleterious mutations may severely reduce its fitness. To evaluate these deleterious mutations in the cassava genome, we constructed a cassava haplotype map using deep sequencing from 241 diverse accessions and identified over 28 million segregating variants. We found that, 1) while domestication modified starch and ketone metabolism pathways for human consumption, the concomitant bottleneck and clonal propagation resulted in a large proportion of fixed deleterious amino acid changes, raised the number of deleterious mutations by 26%, and shifted the mutational burden towards common variants; 2) deleterious mutations are ineffectively purged due to limited recombination in cassava genome; 3) recent breeding efforts maintained the yield by masking the most damaging recessive mutations in the heterozygous state, but unable to purge the mutation burden, which should be a key target for future cassava breeding.
- assay: whole-genome sequencing
- research focus: variant calling
- research focus: variant effect prediction
- research focus: database / resource
- approach: statistical model
- Citations
- 4
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Utilizing Evolutionary Conservation to Detect Deleterious Mutations and Improve Genomic Prediction in Cassava
E. M. Long, M. C. Romay, … K. Robbins·bioRxiv·Sep 16, 2022
- Pan-genome and Haplotype Map of Cultivars and Their Wild Ancestors Provides Insights into Adaptive Evolution of Cassava (Manihot esculenta Crantz)
Zhiqiang Xia, Zhenglin Du, … Wenquan Wang·bioRxiv·Jul 2, 2023
- Introgressed Manihot glaziovii Alleles in Modern Cassava Germplasm Benefit Important Traits and Are Under Balancing Selection
Marnin D. Wolfe, Guillaume Jean Bauchet, … Jean‐Luc Jannink·bioRxiv·May 1, 2019
- Genome-wide association analysis reveals new insights into the genetic architecture of defensive, agro-morphological and quality-related traits in cassava
Ismail Yusuf Rabbi, Siraj Ismail Kayondo, … Peter Kulakow·Plant Molecular BiologyPeer-reviewed·Jul 30, 2020
- Genetic architecture and gene mapping of cyanide in cassava (Manihot esculenta Crantz.)
Alex C. Ogbonna, Luciano Rogério Braatz de Andrade, … Guillaume Jean Bauchet·bioRxiv·Jun 19, 2020
- A 22,403 marker composite genetic linkage map for cassava (Manihot esculenta Crantz) derived from ten populations
International Cassava Genetic Map Consortium·bioRxiv·Oct 24, 2014