Evidence map›Paper›PMID 36507387›Full record

ArticleFrontiers in plant science2022

Validation of KASP markers associated with cassava mosaic disease resistance, storage root dry matter and provitamin A carotenoid contents in Ugandan cassava germplasm.

Williams Esuma, Oscar Eyoo, Francisca Gwandu, Settumba Mukasa, Titus Alicai, Alfred Ozimati, Ephraim Nuwamanya, Ismail Rabbi, Robert Kawuki

Open access · goldAbstract read
In one paragraph

Article in Frontiers in plant science, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
2.1field-weighted citation impact, top 13% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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

9 citing papers in PubMed, 12 citations in OpenAlex.

  1. Review
  2. Article
  3. Article
  4. Review
  5. Article
  6. Article
  7. Article
  8. Article
  9. Article
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

9 authors at 3 institutions in 2 countries.

Williams EsumaNational Crops Resources Research Institute, Kampala, Uganda.
Oscar EyooNational Crops Resources Research Institute, Kampala, Uganda.
Francisca GwanduCollege of Natural Sciences, Department of Plant Sciences, Microbiology and Biotechnology, Makerere University, Kampala, Uganda.
Settumba MukasaCollege of Natural Sciences, Department of Plant Sciences, Microbiology and Biotechnology, Makerere University, Kampala, Uganda.
Titus AlicaiNational Crops Resources Research Institute, Kampala, Uganda.
Alfred OzimatiNational Crops Resources Research Institute, Kampala, Uganda.
Ephraim NuwamanyaNational Crops Resources Research Institute, Kampala, Uganda.
Ismail RabbiInternational Institute of Tropical Agriculture (IITA), Oyo, Nigeria.
Robert KawukiNational Crops Resources Research Institute, Kampala, Uganda.
National Agricultural Research Institute · UGMakerere University · UGInternational Institute of Tropical Agriculture · NG

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: The intrinsic high heterozygosity of cassava makes conventional breeding ineffective for rapid genetic improvement. However, recent advances in next generation sequencing technologies have enabled the use of high-density markers for genome-wide association studies, aimed at identifying single nucleotide polymorphisms (SNPs) linked to major traits such as cassava mosaic disease (CMD) resistance, dry matter content (DMC) and total carotenoids content (TCC). A number of these trait-linked SNPs have been converted to Kompetitive allele-specific polymerase chain reaction (KASP) markers for downstream application of marker assisted selection. Methods: We assayed 13 KASP markers to evaluate their effectiveness in selecting for CMD, DMC and TCC in 1,677 diverse cassava genotypes representing two independent breeding populations in Uganda. Results: Five KASP markers had significant co-segregation with phenotypes; CMD resistance (2), DMC (1) and TCC (2), with each marker accounting for at least 30% of the phenotypic variation. Markers located within the chromosomal regions for which strong marker-trait association loci have been characterised (chromosome 12 markers for CMD, chromosome 1 markers for DMC and TCC) had consistently superior ability to discriminate the respective phenotypes. Discussion: The results indicate varying discriminatory abilities of the KASP markers assayed and the need for their context-based use for MAS, with PSY2_572 particularly effective in selecting for high TCC. Availing the effective KASP markers on cost-effective genotyping platforms could facilitate practical implementation of marker-assisted cassava breeding for accelerated genetic gains for CMD, DMC and provitamin A carotenoids.

Indexed as

allele-specific PCR assaygenetic gainManihot esculentamarker-assisted breeding (MAB)vitamin A deficiency

Identifiers

PMID36507387
PMCPMC9727383
OpenAlexW4309714565

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.