Evidence map›Paper›PMID 41907758›Full record

ArticleFrontiers in plant science2026

Integrating marker-assisted identification and multi-environment trait stability models to select superior rice restorer lines for hybrid breeding.

Shridhar Ragi, Vikram Jeet Singh, Shekharappa Nandakumar, Subbaiyan Gopala Krishnan, Haritha Bollinedi, Ranjith Kumar Ellur, Kunnummal Kurungara Vinod, Bheemapura Shivakumar Harshitha, Sonu, Deepak Saran and 6 more

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Article in Frontiers in plant science, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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2 · The registry

The trial behind it

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3 · Its place in the literature

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0 citing papers in PubMed.

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4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

16 authors.

Shridhar RagiDivision of Genetics, Indian Council of Agricultural Research (ICAR)-Indian Agricultural Research Institute, New Delhi, India.
Vikram Jeet SinghDepartment of Seed Science and Technology, Acharya Narendra Deva University of Agriculture & Technology, Ayodhya, India.
Shekharappa NandakumarDepartment of Genetics and Plant Breeding, Indian Council of Agricultural Research (ICAR)-Central Arid Zone Research Institute Jodhpur, Regional Research Station, Jaisalmer, Rajasthan, India.
Subbaiyan Gopala KrishnanDivision of Genetics, Indian Council of Agricultural Research (ICAR)-Indian Agricultural Research Institute, New Delhi, India.
Haritha BollinediDivision of Genetics, Indian Council of Agricultural Research (ICAR)-Indian Agricultural Research Institute, New Delhi, India.
Ranjith Kumar EllurDivision of Genetics, Indian Council of Agricultural Research (ICAR)-Indian Agricultural Research Institute, New Delhi, India.
Kunnummal Kurungara VinodDivision of Genetics, Indian Council of Agricultural Research (ICAR)-Indian Agricultural Research Institute, New Delhi, India.
Bheemapura Shivakumar HarshithaCentral Silk Board Department of Genetics and Plant Breeding, (CSB)-Institute for Seri-Biotechnological Research, Bangalore, India.
SonuDepartment of Genetics and Plant Breeding, New Mexico State University, ASC at Clovis, NM, United States.
Deepak SaranDivision of Genetics, Indian Council of Agricultural Research (ICAR)-Indian Agricultural Research Institute, New Delhi, India.
Saurabh SamdarshiDivision of Genetics, Indian Council of Agricultural Research (ICAR)-Indian Agricultural Research Institute, New Delhi, India.
Firos T M BashaDivision of Genetics, Indian Council of Agricultural Research (ICAR)-Indian Agricultural Research Institute, New Delhi, India.
P JayaprakashDivision of Genetics, Indian Council of Agricultural Research (ICAR)-Rice Breeding and Genetics Research Centre, Aduthurai, Tamil Nadu, India.
Deepak Singh BishtDepartment of Plant Biotechnology, Indian Council of Agricultural Research (ICAR)-National Institute for Plant Biotechnology, New Delhi, India.
Ashok Kumar SinghDivision of Genetics, Indian Council of Agricultural Research (ICAR)-Indian Agricultural Research Institute, New Delhi, India.
Prolay Kumar BhowmickDivision of Genetics, Indian Council of Agricultural Research (ICAR)-Indian Agricultural Research Institute, New Delhi, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The efficient identification of stable and agronomically superior restorer lines is critical for hybrid rice breeding, particularly under multi-environment testing where genotype × environment interaction confounds the selection decision. The present study aimed to integrate marker-assisted fertility restoration screening for

Indexed as

hybrid ricemulti-environmentmulti-trait selection modelsrice restorersstabilityWAASBY

Identifiers

PMID41907758
PMCPMC13024654

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