Jing Yang

Embryo spots on potato seed enhance the efficiency of doubled haploid screening by facilitating selection. While the spots are known to involve anthocyanin accumulation, their genetic regulation remains unclear. Here, loci and genes regulating spot formation were investigated. An F₁ population was generated by crossing the haploid inducer IVP101 (embryo-spotted male parent) with the diploid inbred line Y8 (non-spotted female parent). Subsequent BSA-seq of the extreme F₁ pools mapped a locus to chromosome 10 (49.96–54.31 Mb). QTL mapping via a high-density genetic map of the F₂ segregating population (derived from F₁ selfing) identified four QTLs (on chromosomes 2, 5, 10, 11). These included the QTLs qSP10-1 (explaining 23.85% of phenotypic variance) and qSP11-1 (18.23%). qSP11-1 overlapped with the reported P locus encoding flavonoid 3′,5′-hydroxylase (F3′5′H), whereas qSP10-1 confirmed the BSA-seq results. Integration of the BSA-seq and QTL mapping results narrowed the target gene locus to a 384.6 kb interval at the end of chromosome 10. Transcriptome sequencing of spotted vs. non-spotted F₁ seed, together with gene expression profiling in the qSP10-1 interval, identified five differentially expressed candidate genes. These findings clarify the genetic basis of potato embryo spot formation and provide a reference for breeding and further research.

Potato is globally recognized as the fourth most crucial staple food crop, trailing behind wheat, rice, and maize. Cadmium (Cd), a predominant heavy-metal pollutant in agricultural soils, demonstrates high biological toxicity and mobility. Therefore, exploring the genetic and molecular mechanisms underpinning cadmium tolerance in potato is of substantial theoretical and practical significance. In this research, an F₂ population composed of 170 families was established through the cross-breeding of homozygous diploid potato lines HD-5 (highly cadmium-tolerant) and M9 (cadmium-sensitive). Employing hydroponic cultivation, six traits, namely plant height (PH), root length (RL), shoot fresh weight (SFW), root fresh weight (RFW), chlorophyll content (SPAD), and nitrogen content (LNC), were measured in potato seedlings following a 9-day treatment with 40 mg·L⁻¹ CdCl₂. By utilizing the high-density genetic map of this population for QTL mapping, a total of 35 genetic loci associated with cadmium tolerance in potato seedlings were identified. Notably, loci21 and loci22 on chromosome 9, loci29 on chromosome 10, and loci31 and loci33 on chromosome 12 were consistently detected across multiple environmental conditions. This reproducibility across environments suggests the phenotypic stability of these five loci, which are thus considered reliable and robust genetic determinants. In addition, transcriptome sequencing analysis of roots from parental lines HD-5 and M9 after cadmium treatment revealed that significantly differentially expressed genes between the two parents were associated with glutathione metabolism and photosynthesis. By integrating QTL mapping, transcriptome analysis, and gene annotation, we screened four candidate genes involved in cadmium tolerance regulation: DM8C09G01000 (GST), DM8C09G01060 (GST), DM8C09G02130 (OXP1), and DM8C06G22960 (PsaH). These findings provide molecular targets and a genetic basis for molecular breeding of cadmium-tolerant potato varieties.

Heterosis is a crucial theoretical and technological foundation for modern crop improvement, and its utilization has significantly enhanced agricultural pr

Potato (Solanum tuberosum L.) is a globally important food crop, but its tetrasomic inheritance and diploid self-incompatibility have limited the discovery of potato genes and progress in breeding. Here, we developed an F₂ segregating population consisting of 174 lines by crossing a self-compatible genome-homozygous diploid line (Y8, female parent) with a heterozygous diploid line (IVP101, male parent), followed by selfing. Using whole-genome resequencing, we constructed a high-density genetic map containing 4464 recombinant bin markers with an average physical distance of 165.51 Kb. Phenotypic evaluation of 8 traits related to yield, tuber shape, and tuber eye number across three environments revealed significant parental differences and wide phenotypic variation within the F₂ population. QTL (Quantitative trait loci) mapping using this genetic map and multi-environment phenotypic data identified 89 QTLs, including 7 previously reported QTLs/genes. In addition, 10 QTLs were stably detected across multiple seasons (stable QTLs). Further genetic effect analysis showed that favorable alleles of these stable QTLs significantly enhanced phenotypic values. Notably, two pleiotropic QTLs were identified on chromosomes 5 and 12; the major-effect QTL on chromosome 12 (qTY-12-6, qTS-12-3, and qTE-12-4) exhibited high phenotypic variance explained (PVE). Its favorable allele from Y8 significantly increased mean tuber weight, tuber number per plant, and promoted rounder tuber shape while reducing eye number, simultaneously improving yield and quality. Collectively, this study provides a reference for genetic mapping using homozygous and heterozygous diploid parents, and the identified QTLs offer valuable genetic resources for potato breeding and molecular mechanism research, enhancing our understanding of the genetic regulation of yield, tuber shape, and eye number in potato.

Reduced temperatures during germination adversely affect rice (Oryza sativa L.) production. Little is known, however, of the genes or genetic loci involved. Here, QTLs were investigated in a recombinant inbred line (RIL) resulting from a 02428 (japonica)‐YZX (indica) cross. The phenotypes of the cultivars differ significantly when exposed to low temperatures during germination. Mapping with a high‐density bin map identified 11 loci associated with low‐temperature germination of which loci 2 and 4 were identified by multiple traits over two seasons. Locus 2 was a major genetic locus, explaining 22.36% of phenotypic variation. The haplotype results showed that the pyramiding of favorable alleles of these two loci was beneficial to improving the rice seeds' low‐temperature germinability. RNA‐seq analysis was performed on the second day of germination at low temperature for both parents. Three DGEs (Os03g0119800, Os03g0120900, and Os03g0121300) were obtained for locus 2 and were confirmed as the most likely candidates by qRT‐PCR verification, gene sequence alignment, and haplotype analysis. Collectively, these quantitative trait loci and candidate genes may be valuable for the breeding of cold‐tolerant rice lines as well as broadening our knowledge of the genetics underlying germination at low temperatures.