Evidence map›Paper›PMID 27199998›Full record

ReviewFrontiers in plant science2016

Emerging Genomic Tools for Legume Breeding: Current Status and Future Prospects.

Manish K Pandey, Manish Roorkiwal, Vikas K Singh, Abirami Ramalingam, Himabindu Kudapa, Mahendar Thudi, Anu Chitikineni, Abhishek Rathore, Rajeev K Varshney

Abstract readReview
In one paragraph

Review in Frontiers in plant science, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 95 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
95citing papers in PubMed, 1 pooled it
–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

95 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
  3. Breeding for next-generation biotic stress-tolerant pigeonpea for sustainable food legume production.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2026
    Review
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35 more citing papers are in PubMed but not listed here.

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.

Manish K PandeyInternational Crops Research Institute for the Semi-Arid Tropics Hyderabad, India.
Manish RoorkiwalInternational Crops Research Institute for the Semi-Arid Tropics Hyderabad, India.
Vikas K SinghInternational Crops Research Institute for the Semi-Arid Tropics Hyderabad, India.
Abirami RamalingamInternational Crops Research Institute for the Semi-Arid Tropics Hyderabad, India.
Himabindu KudapaInternational Crops Research Institute for the Semi-Arid Tropics Hyderabad, India.
Mahendar ThudiInternational Crops Research Institute for the Semi-Arid Tropics Hyderabad, India.
Anu ChitikineniInternational Crops Research Institute for the Semi-Arid Tropics Hyderabad, India.
Abhishek RathoreInternational Crops Research Institute for the Semi-Arid Tropics Hyderabad, India.
Rajeev K VarshneyInternational Crops Research Institute for the Semi-Arid TropicsHyderabad, India; The University of Western AustraliaCrawley, WA, Australia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Legumes play a vital role in ensuring global nutritional food security and improving soil quality through nitrogen fixation. Accelerated higher genetic gains is required to meet the demand of ever increasing global population. In recent years, speedy developments have been witnessed in legume genomics due to advancements in next-generation sequencing (NGS) and high-throughput genotyping technologies. Reference genome sequences for many legume crops have been reported in the last 5 years. The availability of the draft genome sequences and re-sequencing of elite genotypes for several important legume crops have made it possible to identify structural variations at large scale. Availability of large-scale genomic resources and low-cost and high-throughput genotyping technologies are enhancing the efficiency and resolution of genetic mapping and marker-trait association studies. Most importantly, deployment of molecular breeding approaches has resulted in development of improved lines in some legume crops such as chickpea and groundnut. In order to support genomics-driven crop improvement at a fast pace, the deployment of breeder-friendly genomics and decision support tools seems appear to be critical in breeding programs in developing countries. This review provides an overview of emerging genomics and informatics tools/approaches that will be the key driving force for accelerating genomics-assisted breeding and ultimately ensuring nutritional and food security in developing countries.

Indexed as

gene discoverygenomics-assisted breedinghigh-throughput genotypingnext-generation sequencingtrait mapping

Identifiers

PMID27199998
PMCPMC4852475

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.