Evidence map›Paper›PMID 36247536›Full record

ReviewFrontiers in plant science2022

Recent advancement in OMICS approaches to enhance abiotic stress tolerance in legumes.

Amjad Ali, Muhammad Tanveer Altaf, Muhammad Azhar Nadeem, Tolga Karaköy, Adnan Noor Shah, Hajra Azeem, Faheem Shehzad Baloch, Nurettin Baran, Tajamul Hussain, Saowapa Duangpan and 5 more

Open access · goldAbstract readReview
In one paragraph

Review 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 22 papers.

0numbers the graph read from it
0cells of the map it votes in
22citing papers in PubMed
14.3field-weighted citation impact, top 1% 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

22 citing papers in PubMed, 69 citations in OpenAlex.

  1. Review
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  4. Article
  5. Article
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  8. Review
  9. Functional Genomics: From Soybean to Legume.International journal of molecular sciences · 2025
    Review
  10. Review
  11. Article
  12. Cowpea (Frontiers in plant science · 2025
    Review
  13. Article
  14. Review
  15. Article
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  18. Article
  19. The genusFrontiers in plant science · 2023
    Review
  20. Review
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

15 authors at 9 institutions in 5 countries.

Amjad AliFaculty of Agricultural Sciences and Technologies, Sivas University of Science and Technology, Sivas, Turkey.
Muhammad Tanveer AltafFaculty of Agricultural Sciences and Technologies, Sivas University of Science and Technology, Sivas, Turkey.
Muhammad Azhar NadeemFaculty of Agricultural Sciences and Technologies, Sivas University of Science and Technology, Sivas, Turkey.
Tolga KaraköyFaculty of Agricultural Sciences and Technologies, Sivas University of Science and Technology, Sivas, Turkey.
Adnan Noor ShahDepartment of Agricultural Engineering, Khwaja Fareed University of Engineering and Information Technology, Rahim Yar Khan, Pakistan.
Hajra AzeemDepartment of Plant Pathology, Faculty of Agricultural Sciences & Technology, Bahauddin Zakariya University, Multan, Pakistan.
Faheem Shehzad BalochFaculty of Agricultural Sciences and Technologies, Sivas University of Science and Technology, Sivas, Turkey.
Nurettin BaranBitkisel Uretim ve Teknolojileri Bolumu, Uygulamali Bilimler Faku Itesi, Mus Alparslan Universitesi, Mus, Turkey.
Tajamul HussainLaboratory of Plant Breeding and Climate Resilient Agriculture, Agricultural Innovation and Management Division, Faculty of Natural Resources, Prince of Songkla University, Hat Yai, Thailand.
Saowapa DuangpanLaboratory of Plant Breeding and Climate Resilient Agriculture, Agricultural Innovation and Management Division, Faculty of Natural Resources, Prince of Songkla University, Hat Yai, Thailand.
Muhammad AasimFaculty of Agricultural Sciences and Technologies, Sivas University of Science and Technology, Sivas, Turkey.
Kyung-Hwan BooSubtropical/Tropical Organism Gene Bank, Department of Biotechnology, College of Applied Life Science, Jeju National University, Jeju, South Korea.
Nader R AbdelsalamAgricultural Botany Department, Faculty of Agriculture (Saba Basha), Alexandria University, Alexandria, Egypt.
Mohamed E HasanBioinformatics Department, Genetic Engineering and Biotechnology Research Institute, University of Sadat City, Sadat City, Egypt.
Yong Suk ChungDepartment of Plant Resources and Environment, Jeju National University, Jeju, South Korea.
Sivas Bilim ve Teknoloji ÜniversitesiSivas State Hospital · TRJeju National University · KRPrince of Songkla University · THAlexandria University · EGBahauddin Zakariya University · PKKhwaja Fareed University of Engineering and Information Technology · PKMuş Alparslan University · TRUniversity of Sadat City · EG

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The world is facing rapid climate change and a fast-growing global population. It is believed that the world population will be 9.7 billion in 2050. However, recent agriculture production is not enough to feed the current population of 7.9 billion people, which is causing a huge hunger problem. Therefore, feeding the 9.7 billion population in 2050 will be a huge target. Climate change is becoming a huge threat to global agricultural production, and it is expected to become the worst threat to it in the upcoming years. Keeping this in view, it is very important to breed climate-resilient plants. Legumes are considered an important pillar of the agriculture production system and a great source of high-quality protein, minerals, and vitamins. During the last two decades, advancements in OMICs technology revolutionized plant breeding and emerged as a crop-saving tool in wake of the climate change. Various OMICs approaches like Next-Generation sequencing (NGS), Transcriptomics, Proteomics, and Metabolomics have been used in legumes under abiotic stresses. The scientific community successfully utilized these platforms and investigated the Quantitative Trait Loci (QTL), linked markers through genome-wide association studies, and developed KASP markers that can be helpful for the marker-assisted breeding of legumes. Gene-editing techniques have been successfully proven for soybean, cowpea, chickpea, and model legumes such as

Indexed as

climate changedrought stresslegumesmarker-assisted breedingmarker-trait association

Identifiers

PMID36247536
PMCPMC9554552
OpenAlexW4297546892

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.