Evidence map›Paper›PMID 41271912›Full record

ArticleScientific reports2025

Improving the diagnosis of cassava mosaic begomoviruses using Oxford Nanopore Technology sequencing.

Mariam Combala, Ezechiel B Tibiri, Justin S Pita, Angela O Eni, Seydou Sawadogo, Pakyendou E Name, Saïdou Zongo, Poupouanou Kouhoumouri, Adama Sagnon, Oghenevwairhe P Efekemo and 4 more

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Review
  2. Article
  3. 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

14 authors.

Mariam CombalaCentral and West African Virus Epidemiology (WAVE) for Food Security Program, Pôle Scientifique et d'Innovation, Université Félix Houphouët-Boigny, Bingerville, Côte d'Ivoire.
Ezechiel B TibiriCentral and West African Virus Epidemiology (WAVE) for Food Security Program, Pôle Scientifique et d'Innovation, Université Félix Houphouët-Boigny, Bingerville, Côte d'Ivoire.
Justin S PitaCentral and West African Virus Epidemiology (WAVE) for Food Security Program, Pôle Scientifique et d'Innovation, Université Félix Houphouët-Boigny, Bingerville, Côte d'Ivoire.
Angela O EniCentral and West African Virus Epidemiology (WAVE) for Food Security Program, Pôle Scientifique et d'Innovation, Université Félix Houphouët-Boigny, Bingerville, Côte d'Ivoire.
Seydou SawadogoCentral and West African Virus Epidemiology (WAVE) for Food Security Program, Pôle Scientifique et d'Innovation, Université Félix Houphouët-Boigny, Bingerville, Côte d'Ivoire.
Pakyendou E NameCentral and West African Virus Epidemiology (WAVE) for Food Security Program, Pôle Scientifique et d'Innovation, Université Félix Houphouët-Boigny, Bingerville, Côte d'Ivoire.
Saïdou ZongoCentral and West African Virus Epidemiology (WAVE) for Food Security Program, Pôle Scientifique et d'Innovation, Université Félix Houphouët-Boigny, Bingerville, Côte d'Ivoire.
Poupouanou KouhoumouriCentral and West African Virus Epidemiology (WAVE) for Food Security Program, Pôle Scientifique et d'Innovation, Université Félix Houphouët-Boigny, Bingerville, Côte d'Ivoire.
Adama SagnonCentral and West African Virus Epidemiology (WAVE) for Food Security Program, Pôle Scientifique et d'Innovation, Université Félix Houphouët-Boigny, Bingerville, Côte d'Ivoire.
Oghenevwairhe P EfekemoCentral and West African Virus Epidemiology Program, Covenant University Hub (WAVE-CU), Km. 10 Idiroko Road, Canaan Land, Ota, Ogun State, Nigeria.
Olabode Onile-EreCentral and West African Virus Epidemiology Program, Covenant University Hub (WAVE-CU), Km. 10 Idiroko Road, Canaan Land, Ota, Ogun State, Nigeria.
Allen OppongCSIR-Crops Research Institute, P.O. Box 3785, Kumasi-GhanaKumasi, Ghana.
Cyrielle NdougonnaCentral and West African Virus Epidemiology (WAVE) for Food Security Program, Pôle Scientifique et d'Innovation, Université Félix Houphouët-Boigny, Bingerville, Côte d'Ivoire.
Fidèle TiendrébéogoCentral and West African Virus Epidemiology (WAVE) for Food Security Program, Pôle Scientifique et d'Innovation, Université Félix Houphouët-Boigny, Bingerville, Côte d'Ivoire. fidele.tiendrebeogo@wave-center.org.

Funding

Gates Foundation INV-002969
6 · The paper itself

Abstract

Cassava mosaic disease (CMD), caused by begomoviruses such as African cassava mosaic virus (ACMV) and East African cassava mosaic virus (EACMV), poses a threat to food security in sub-Saharan Africa. Conventional PCR assays often fail to detect viral strains in symptomatic plants due to high genetic variability and recombination. In this study, we used Oxford Nanopore Technology (ONT) sequencing on 12 cassava leaf samples that had previously tested negative by PCR. We compared two strategies: direct sequencing of total plant DNA and sequencing after rolling circle amplification (RCA-MinION). Across the samples, we obtained 7,800-36,000 reads, of which 1,327-11,749 were viral reads after host filtering. While direct sequencing of total DNA detected CMD-associated reads without yielding full genomes, RCA-MinION enabled de novo assembly of complete ACMV and EACMV genomes (two to 14 contigs, N50 up to 22.2 kb). This revealed high genetic diversity, mixed infections and recombination. Building on these genomic datasets, we performed computational analyses to identify conserved genomic regions and palindromic motifs, which guided the rational design of new primers. These primers, which target the AV1, AC2, BV1 and BC1 regions, were validated in silico and by PCR. They achieved detection rates of up to 98% across diverse isolates and successfully amplified viral DNA in samples that had previously been undetected by standard primers. Palindromic motif analysis further reduced the risk of secondary structures, ensuring efficient primer binding. Sanger sequencing of the PCR products confirmed the specificity and robustness of the assays. Our findings suggest that ONT combined with RCA is a powerful tool for CMD diagnostics and surveillance, improving detection and providing the genomic insights that are critical for disease management and food security in West Africa.

Indexed as

BegomovirusManihotNanopore SequencingPlant DiseasesDNA, ViralGenetic VariationGenome, ViralHigh-Throughput Nucleotide SequencingSequence Analysis, DNADNA, ViralBegomovirusCassava mosaic diseaseOxford Nanopore Technology sequencingPalindromic motifsSpecific primers

Identifiers

PMID41271912
PMCPMC12638911

What OpenQuestion holds

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LicenceCC BY
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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.