Evidence map›Paper›PMID 35260690›Full record

ArticleScientific reports2022

Multi-trait association study identifies loci associated with tolerance of low phosphorus in Oryza sativa and its wild relatives.

Annamalai Anandan, Ranjitkumar Nagireddy, Selvaraj Sabarinathan, Bishal Binaya Bhatta, Anumalla Mahender, Murugapandiyan Vinothkumar, Chidambaranathan Parameswaran, Periyasamy Panneerselvam, Hatanath Subudhi, Jitendriya Meher and 2 more

Open access · goldAbstract read
In one paragraph

Article in Scientific reports, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
2.9field-weighted citation impact, top 10% 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

2 citing papers in PubMed, 14 citations in OpenAlex.

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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

12 authors at 3 institutions in 2 countries.

Annamalai AnandanCrop Improvement Division, ICAR-National Rice Research Institute (NRRI), Cuttack, Odisha, 753006, India. anandanau@yahoo.com.
Ranjitkumar NagireddyCrop Improvement Division, ICAR-National Rice Research Institute (NRRI), Cuttack, Odisha, 753006, India.
Selvaraj SabarinathanCrop Improvement Division, ICAR-National Rice Research Institute (NRRI), Cuttack, Odisha, 753006, India.
Bishal Binaya BhattaCrop Improvement Division, ICAR-National Rice Research Institute (NRRI), Cuttack, Odisha, 753006, India.
Anumalla MahenderRice Breeding Innovation Platform, International Rice Research Institute (IRRI), 4031, Los Baños, Laguna, Philippines.
Murugapandiyan VinothkumarCrop Improvement Division, ICAR-National Rice Research Institute (NRRI), Cuttack, Odisha, 753006, India.
Chidambaranathan ParameswaranCrop Improvement Division, ICAR-National Rice Research Institute (NRRI), Cuttack, Odisha, 753006, India.
Periyasamy PanneerselvamCrop Production Division, ICAR-National Rice Research Institute (NRRI), Cuttack, Odisha, 753006, India.
Hatanath SubudhiCrop Improvement Division, ICAR-National Rice Research Institute (NRRI), Cuttack, Odisha, 753006, India.
Jitendriya MeherCrop Improvement Division, ICAR-National Rice Research Institute (NRRI), Cuttack, Odisha, 753006, India.
Lotan Kumar BoseCrop Improvement Division, ICAR-National Rice Research Institute (NRRI), Cuttack, Odisha, 753006, India.
Jauhar AliRice Breeding Innovation Platform, International Rice Research Institute (IRRI), 4031, Los Baños, Laguna, Philippines. j.ali@irri.org.
Central Rice Research Institute · INInternational Rice Research Institute · PHOdisha University of Agriculture and Technology · IN

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

We studied variation in adaptive traits and genetic association to understand the low P responses, including the symbiotic association of arbuscular mycorrhizal (AM) fungal colonization in Oryza species (O. sativa, O. nivara, and O. rufipogon). In the present experiment, we performed the phenotypic variability of the morphometric and geometric traits for P deficiency tolerance and conducted the association studies in GLM and MLM methods. A positive association between the geometric trait of the top-view area and root traits suggested the possibility of exploring a non-destructive approach in screening genotypes under low P. The AMOVA revealed a higher proportion of variation among the individuals as they belonged to different species of Oryza and the NM value was 2.0, indicating possible gene flow between populations. A sub-cluster with superior-performing accessions had a higher proportion of landraces (42.85%), and O. rufipogon (33.3%) was differentiated by four Pup1-specific markers. Association mapping identified seven notable markers (RM259, RM297, RM30, RM6966, RM242, RM184, and PAP1) and six potential genotypes (IC459373, Chakhao Aumbi, AC100219, AC100062, Sekri, and Kumbhi Phou), which will be helpful in the marker-assisted breeding to improve rice for P-deprived condition. In addition, total root surface area becomes a single major trait that helps in P uptake under deficit P up to 33% than mycorrhizal colonization. Further, the phenotypic analysis of the morphometric and geometric trait variations and their interactions provides excellent potential for selecting donors for improving P-use efficiency. The identified potential candidate genes and markers offered new insights into our understanding of the molecular and physiological mechanisms driving PUE and improving grain yield under low-P conditions.

Indexed as

OryzaHumansPhenotypePhosphorusPlant BreedingQuantitative Trait LociPhosphorus

Identifiers

PMID35260690
PMCPMC8904515
OpenAlexW4221136819

What Socratic holds

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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 Socratic graph.