Evidence map›Paper›PMID 35333302›Full record

ArticleGigaScience2022

The haplotype-resolved chromosome pairs of a heterozygous diploid African cassava cultivar reveal novel pan-genome and allele-specific transcriptome features.

Weihong Qi, Yi-Wen Lim, Andrea Patrignani, Pascal Schläpfer, Anna Bratus-Neuenschwander, Simon Grüter, Christelle Chanez, Nathalie Rodde, Elisa Prat, Sonia Vautrin and 4 more

Open access · goldAbstract read
In one paragraph

Article in GigaScience, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 34 papers.

0numbers the graph read from it
0cells of the map it votes in
34citing papers in PubMed
11.6field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

34 citing papers in PubMed, 60 citations in OpenAlex.

  1. Article
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  3. DNA Replication Errors Drive Genome-Wide Small Inverted Triplication Dynamics.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
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  14. JARVIS3: an efficient encoder for genomic data.Bioinformatics (Oxford, England) · 2024
    Article
  15. A data-driven genome annotation approach for cassava.The Plant journal : for cell and molecular biology · 2024
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

14 authors at 6 institutions in 5 countries.

Weihong QiFunctional Genomics Center Zurich, ETH Zurich and University of Zurich, Winterthurerstrasse 190, 8057, Zurich, Switzerland.ORCID 0000-0001-8581-908X
Yi-Wen LimDepartment of Biology, Institute of Molecular Plant Biology, ETH Zurich, Universitätstrasse 2, 8092, Zurich, Switzerland.ORCID 0000-0003-2213-5777
Andrea PatrignaniFunctional Genomics Center Zurich, ETH Zurich and University of Zurich, Winterthurerstrasse 190, 8057, Zurich, Switzerland.ORCID 0000-0001-8019-3911
Pascal SchläpferDepartment of Biology, Institute of Molecular Plant Biology, ETH Zurich, Universitätstrasse 2, 8092, Zurich, Switzerland.ORCID 0000-0002-0828-8681
Anna Bratus-NeuenschwanderFunctional Genomics Center Zurich, ETH Zurich and University of Zurich, Winterthurerstrasse 190, 8057, Zurich, Switzerland.ORCID 0000-0001-9254-9110
Simon GrüterFunctional Genomics Center Zurich, ETH Zurich and University of Zurich, Winterthurerstrasse 190, 8057, Zurich, Switzerland.ORCID 0000-0003-0124-8625
Christelle ChanezDepartment of Biology, Institute of Molecular Plant Biology, ETH Zurich, Universitätstrasse 2, 8092, Zurich, Switzerland.ORCID 0000-0002-3432-4375
Nathalie RoddeINRAE, CNRGV French Plant Genomic Resource Center, F-31320, Castanet Tolosan, France.ORCID 0000-0003-3361-4730
Elisa PratINRAE, CNRGV French Plant Genomic Resource Center, F-31320, Castanet Tolosan, France.ORCID 0000-0001-5640-4264
Sonia VautrinINRAE, CNRGV French Plant Genomic Resource Center, F-31320, Castanet Tolosan, France.ORCID 0000-0003-4446-1426
Margaux-Alison FustierINRAE, CNRGV French Plant Genomic Resource Center, F-31320, Castanet Tolosan, France.ORCID 0000-0002-1348-6164
Diogo PratasDepartment of Electronics, Telecommunications and Informatics and Institute of Electronics and Informatics Engineering of Aveiro, University of Aveiro, Campus Universitário de Santiago, 3810-193 Aveiro, Portugal.ORCID 0000-0003-1176-552X
Ralph SchlapbachFunctional Genomics Center Zurich, ETH Zurich and University of Zurich, Winterthurerstrasse 190, 8057, Zurich, Switzerland.ORCID 0000-0002-7488-4262
Wilhelm GruissemDepartment of Biology, Institute of Molecular Plant Biology, ETH Zurich, Universitätstrasse 2, 8092, Zurich, Switzerland.ORCID 0000-0002-1872-2998
Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement · FRUniversity of Zurich · CHETH Zurich · CHNational Chung Hsing University · TWSIB Swiss Institute of Bioinformatics · CHUniversity of Helsinki · FI

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundCassava (Manihot esculenta) is an important clonally propagated food crop in tropical and subtropical regions worldwide. Genetic gain by molecular breeding has been limited, partially because cassava is a highly heterozygous crop with a repetitive and difficult-to-assemble genome.

findingsHere we demonstrate that Pacific Biosciences high-fidelity (HiFi) sequencing reads, in combination with the assembler hifiasm, produced genome assemblies at near complete haplotype resolution with higher continuity and accuracy compared to conventional long sequencing reads. We present 2 chromosome-scale haploid genomes phased with Hi-C technology for the diploid African cassava variety TME204. With consensus accuracy >QV46, contig N50 >18 Mb, BUSCO completeness of 99%, and 35k phased gene loci, it is the most accurate, continuous, complete, and haplotype-resolved cassava genome assembly so far. Ab initio gene prediction with RNA-seq data and Iso-Seq transcripts identified abundant novel gene loci, with enriched functionality related to chromatin organization, meristem development, and cell responses. During tissue development, differentially expressed transcripts of different haplotype origins were enriched for different functionality. In each tissue, 20-30% of transcripts showed allele-specific expression (ASE) differences. ASE bias was often tissue specific and inconsistent across different tissues. Direction-shifting was observed in <2% of the ASE transcripts. Despite high gene synteny, the HiFi genome assembly revealed extensive chromosome rearrangements and abundant intra-genomic and inter-genomic divergent sequences, with large structural variations mostly related to LTR retrotransposons. We use the reference-quality assemblies to build a cassava pan-genome and demonstrate its importance in representing the genetic diversity of cassava for downstream reference-guided omics analysis and breeding.

conclusionsThe phased and annotated chromosome pairs allow a systematic view of the heterozygous diploid genome organization in cassava with improved accuracy, completeness, and haplotype resolution. They will be a valuable resource for cassava breeding and research. Our study may also provide insights into developing cost-effective and efficient strategies for resolving complex genomes with high resolution, accuracy, and continuity.

Indexed as

ManihotAllelesChromosomesDiploidyHaplotypesPlant BreedingSequence Analysis, DNATranscriptomeallele-specific expressionhaplotype heterozygositypan-genomephased chromosome pairs

Identifiers

PMID35333302
PMCPMC8952263
OpenAlexW4221003137

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LicenceCC BY
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.