Evidence map›Paper›PMID 37920729›Full record

ReviewCurrent genomics2023

The Era of Plant Breeding: Conventional Breeding to Genomics-assisted Breeding for Crop Improvement.

Thumadath Palayullaparambil Ajeesh Krishna, Duraipandiyan Veeramuthu, Theivanayagam Maharajan, Mariapackiam Soosaimanickam

Open access · greenAbstract readReview
In one paragraph

Review in Current genomics, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed
9.1field-weighted citation impact, top 2% 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

12 citing papers in PubMed, 29 citations in OpenAlex.

  1. Review
  2. Genetic Advances inPlants (Basel, Switzerland) · 2026
    Review
  3. Article
  4. Review
  5. Article
  6. Review
  7. Review
  8. Plants (Basel, Switzerland) · 2025
    Article
  9. Smart agriculture in Asia.Plant communications · 2025
    Review
  10. Review
  11. Review
  12. 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

4 authors.

Thumadath Palayullaparambil Ajeesh KrishnaDivision of Plant Biotechnology, Entomology Research Institute, Loyola College, Chennai, Tamil Nadu, India.
Duraipandiyan VeeramuthuDivision of Plant Biotechnology, Entomology Research Institute, Loyola College, Chennai, Tamil Nadu, India.
Theivanayagam MaharajanDivision of Plant Biotechnology, Entomology Research Institute, Loyola College, Chennai, Tamil Nadu, India.
Mariapackiam SoosaimanickamDivision of Plant Biotechnology, Entomology Research Institute, Loyola College, Chennai, Tamil Nadu, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Plant breeding has made a significant contribution to increasing agricultural production. Conventional breeding based on phenotypic selection is not effective for crop improvement. Because phenotype is considerably influenced by environmental factors, which will affect the selection of breeding materials for crop improvement. The past two decades have seen tremendous progress in plant breeding research. Especially the availability of high-throughput molecular markers followed by genomic-assisted approaches significantly contributed to advancing plant breeding. Integration of speed breeding with genomic and phenomic facilities allowed rapid quantitative trait loci (QTL)/gene identifications and ultimately accelerated crop improvement programs. The advances in sequencing technology helps to understand the genome organization of many crops and helped with genomic selection in crop breeding. Plant breeding has gradually changed from phenotype-to-genotype-based to genotype-to-phenotype-based selection. High-throughput phenomic platforms have played a significant role in the modern breeding program and are considered an essential part of precision breeding. In this review, we discuss the rapid advance in plant breeding technology for efficient crop improvements and provide details on various approaches/platforms that are helpful for crop improvement. This review will help researchers understand the recent developments in crop breeding and improvements.

Indexed as

conventional breedingCrop improvementGSNGSplant breedingQTL

Identifiers

PMID37920729
PMCPMC10334699
OpenAlexW4377027775

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.