Evidence map›Paper›PMID 42122877›Full record

ArticlePlants (Basel, Switzerland)2026

Identification of Genomic Regions for Partial Resistance to Soybean Rust Under Field Conditions Using FarmCPU and Machine Learning Approaches.

António Daniel Pedro Maquil, Tonny Obua, David L Nsibo, Mildred Ochwo-Ssemakula, Harun Murithi, Paul Gibson, Ana Luísa Garcia-Oliveira, Richard Edema, Isaac Dramadri, Mohsen Yoosefzadeh-Najafabadi and 1 more

Abstract read
In one paragraph

Article in Plants (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
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

1 citing paper in PubMed.

  1. 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

11 authors.

António Daniel Pedro MaquilDepartment of Crop Science and Horticulture, School of Agricultural Sciences, College of Agricultural and Environmental Sciences, Makerere University, Kampala P.O. Box 7062, Uganda.ORCID 0009-0004-2254-7186
Tonny ObuaDepartment of Crop Science and Horticulture, School of Agricultural Sciences, College of Agricultural and Environmental Sciences, Makerere University, Kampala P.O. Box 7062, Uganda.ORCID 0000-0003-1134-3255
David L NsiboDepartment of Plant and Soil Sciences, Forestry and Agricultural Biotechnology Institute (FABI), University of Pretoria, Pretoria 0028, South Africa.ORCID 0000-0002-2035-9868
Mildred Ochwo-SsemakulaDepartment of Crop Science and Horticulture, School of Agricultural Sciences, College of Agricultural and Environmental Sciences, Makerere University, Kampala P.O. Box 7062, Uganda.ORCID 0000-0001-7474-2857
Harun MurithiInternational Institute of Tropical Agriculture (IITA), Nairobi 00100, Kenya.ORCID 0000-0001-7455-1188
Paul GibsonDepartment of Crop Science and Horticulture, School of Agricultural Sciences, College of Agricultural and Environmental Sciences, Makerere University, Kampala P.O. Box 7062, Uganda.ORCID 0000-0003-0159-6072
Ana Luísa Garcia-OliveiraInstituto Nacional de Investigação Agrária e Veterinária (INIAV), I.P., Estrada Gil Vaz, Ap. 6, 7350-901 Elvas, Portugal.ORCID 0000-0001-8561-4172
Richard EdemaDepartment of Crop Science and Horticulture, School of Agricultural Sciences, College of Agricultural and Environmental Sciences, Makerere University, Kampala P.O. Box 7062, Uganda.ORCID 0000-0001-7143-1711
Isaac DramadriDepartment of Crop Science and Horticulture, School of Agricultural Sciences, College of Agricultural and Environmental Sciences, Makerere University, Kampala P.O. Box 7062, Uganda.ORCID 0000-0002-9423-7126
Mohsen Yoosefzadeh-NajafabadiDepartment of Plant Agriculture, University of Guelph, Guelph, ON N1G 2W1, Canada.ORCID 0000-0003-3631-4493
Phinehas TukamuhabwaDepartment of Crop Science and Horticulture, School of Agricultural Sciences, College of Agricultural and Environmental Sciences, Makerere University, Kampala P.O. Box 7062, Uganda.ORCID 0000-0002-9276-2146

Funding

PASET-RSIF) B8501G30218
6 · The paper itself

Abstract

Soybean rust caused by the fungus

Indexed as

candidate geneGWASmachine learningpartial resistancesoybean rust

Identifiers

PMID42122877
PMCPMC13164846

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.