19 research outputs found
Shifting the limits in wheat research and breeding using a fully annotated reference genome
Introduction:
Wheat (Triticum aestivum L.) is the most widely cultivated crop on Earth, contributing about a fifth of the total calories consumed by humans. Consequently, wheat yields and production affect the global economy, and failed harvests can lead to social unrest. Breeders continuously strive to develop improved varieties by fine-tuning genetically complex yield and end-use quality parameters while maintaining stable yields and adapting the crop to regionally specific biotic and abiotic stresses.
Rationale:
Breeding efforts are limited by insufficient knowledge and understanding of wheat biology and the molecular basis of central agronomic traits. To meet the demands of human population growth, there is an urgent need for wheat research and breeding to accelerate genetic gain as well as to increase and protect wheat yield and quality traits. In other plant and animal species, access to a fully annotated and ordered genome sequence, including regulatory sequences and genome-diversity information, has promoted the development of systematic and more time-efficient approaches for the selection and understanding of important traits. Wheat has lagged behind, primarily owing to the challenges of assembling a genome that is more than five times as large as the human genome, polyploid, and complex, containing more than 85% repetitive DNA. To provide a foundation for improvement through molecular breeding, in 2005, the International Wheat Genome Sequencing Consortium set out to deliver a high-quality annotated reference genome sequence of bread wheat.
Results:
An annotated reference sequence representing the hexaploid bread wheat genome in the form of 21 chromosome-like sequence assemblies has now been delivered, giving access to 107,891 high-confidence genes, including their genomic context of regulatory sequences. This assembly enabled the discovery of tissue- and developmental stage–related gene coexpression networks using a transcriptome atlas representing all stages of wheat development. The dynamics of change in complex gene families involved in environmental adaptation and end-use quality were revealed at subgenome resolution and contextualized to known agronomic single-gene or quantitative trait loci. Aspects of the future value of the annotated assembly for molecular breeding and research were exemplarily illustrated by resolving the genetic basis of a quantitative trait locus conferring resistance to abiotic stress and insect damage as well as by serving as the basis for genome editing of the flowering-time trait.
Conclusion:
This annotated reference sequence of wheat is a resource that can now drive disruptive innovation in wheat improvement, as this community resource establishes the foundation for accelerating wheat research and application through improved understanding of wheat biology and genomics-assisted breeding. Importantly, the bioinformatics capacity developed for model-organism genomes will facilitate a better understanding of the wheat genome as a result of the high-quality chromosome-based genome assembly. By necessity, breeders work with the genome at the whole chromosome level, as each new cross involves the modification of genome-wide gene networks that control the expression of complex traits such as yield. With the annotated and ordered reference genome sequence in place, researchers and breeders can now easily access sequence-level information to precisely define the necessary changes in the genomes for breeding programs. This will be realized through the implementation of new DNA marker platforms and targeted breeding technologies, including genome editing
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Impact of Pre-Transplant Molecular and Cytogenetic Remission on Outcomes of Allogeneic Stem Cell Transplant in Patients with Myelodysplastic Syndrome
Background: Allogeneic stem cell transplant (allo-SCT) carries a high relapse rate (~35% within 2 years) in patients (pts) with myelodysplastic syndrome (MDS). Pre-transplant measurable residual disease (MRD) increases the risk of relapse and death in acute myeloid leukemia (Thol et al, Blood 2018). However, the impact of pre-transplant MRD on post-transplant outcomes is less clear in MDS. Prior studies have compared outcomes between myeloablative (MAC) and reduced intensity conditioning (RIC) in pts with pre-transplant MRD persistence based on either cytogenetic remission alone or ultra-deep genomic sequencing with a limited 10-gene panel, suggesting reduced risk of relapse in pts receiving MAC (Festuccia et al, Biol Blood Marrow Transplant 2016; Dillon et al, JCO PO 2021). However, pre-transplant MRD assessment using a commercial next-generation sequencing (NGS) panel in addition to cytogenetic testing to assess post-transplant outcomes has not been evaluated in MDS. Methods: We conducted a multicenter retrospective review of MDS pts who underwent allo-SCT from 2015-2022. Pts with FISH/cytogenetic (FC) and/or molecular abnormalities at diagnosis and MRD assessment by commercial myeloid-panel NGS (with a variant-allele frequency detection limit up to 5%) and FC performed on peripheral blood (PB) or bone marrow (BM) aspirate within 3 months prior to transplant were included for analysis. The Kaplan-Meier method and log-rank tests were used to estimate overall survival (OS). Gray's test/cumulative incidence functions were used to estimate relapse-free survival (RFS) with non-relapse mortality (NRM) as competing risk. Results: Table 1 includes baseline pt characteristics. Of 81 pts, 69 pts (85.2%) had residual FC and/or molecular abnormalities (MRD+) at pre-transplant PB/BM assessment. Twelve (14.8%) pts were in both FC and molecular remission (MRD-) prior to transplant. With a median follow-up of 13.9 months [IQR 6.8 - 38.9], 43 (53%) died and 24 (30%) pts experienced a relapse. Twenty-three of 69 (33%) MRD+ pts had relapsed disease with a 38% cumulative incidence of relapse (CIR) at 2 years. In contrast, only 1/12 (8.3%) MRD- pts experienced a relapse after 7 years, with chromosomal loss of TP53 not present at initial diagnosis. CIR at 2 years was 33% and 41% (p=0.207) for MRD+ pts who received MAC vs RIC, respectively with NRM of 34.5% associated with MAC vs 28.2% for RIC (p=0.61). TP53 mutations were most frequently associated with relapse in 8/24 (33%) pts with a median OS of 9.8 months [8.2 - NR]. Besides the previously defined 10-gene panel (Dillon et al, JCO PO 2021), relapses were also driven by SRSF2, U2AF1, KRAS, SETBP1 and NF1 mutations present in the original clone. Six pts had DNMT3A, TET2 and/or ASXL1 (DTA) mutations only on pre-transplant NGS, with 2/6 pts relapsing without the re-emergence of DTA mutations. Median OS was not reached for MRD- pts and was 14.1 months [11.35-NR] for MRD+ pts, p = 0.061 [Fig.1]. OS probability at 2 years was 35% for MRD+ pts vs 75% for MRD- pts. Type of conditioning regimen, RIC vs MAC, did not impact OS (p= 0.6). An equal number of deaths, 35% each, were attributable to GvHD and relapse, respectively. Thirteen (30%) pts died from other causes, primarily infections and bleeding complications. NRM was 25% and 36% for MRD- and MRD+ cohorts, respectively. Pts received a median of 6 cycles [range, 2-36] of hypomethylating agent (HMA) +/- venetoclax prior to transplant with no association between the number of cycles and MRD status (p=0.80). The incidence of grade 3-4 acute GvHD and chronic GvHD requiring systemic therapy did not significantly differ, at 25% and 18.8% (p= 0.696) and 33.3% and 31.8% (p= 1.00) in MRD+ and MRD- pts, respectively. Conclusions: MRD assessment using commercially available NGS panels and cytogenetic testing that are routinely performed in MDS pts in real-world practice can predict risk of relapse. Pre-transplant MRD is associated with worse OS irrespective of the intensity of conditioning regimen. Although limited in statistical power due to a small sample size of MRD- pts in our cohort, further studies with a larger cohort are underway to better clarify the role of MRD on transplant outcomes in MDS. Our data also highlights that only a small minority of MDS pts (<15%) achieve complete molecular and cytogenetic remission at the time of transplant; strategies to eliminate the pre-transplant MDS clone are urgently needed