Evidence map›Paper›PMID 39857294›Full record

ArticleBiology2025

GRAMMAR-Lambda Delivers Efficient Understanding of the Genetic Basis for Head Size in Catfish.

Yunfeng Zhao, Jin Gao, Hong Feng, Li Jiang

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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

1 citing paper in PubMed.

  1. 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.

Yunfeng ZhaoHainan Fisheries Innovation Research Institute, Chinese Academy of Fishery Sciences, Sanya 572024, China.
Jin GaoHainan Academy of Ocean and Fisheries Sciences, Haikou 571126, China.
Hong FengDepartment of Paediatrics and Adolescent Medicine, The University of Hong Kong, Hong Kong SAR, China.
Li JiangKey Laboratory of Aquatic Genomics, Ministry of Agriculture and Rural Affairs, Beijing Key Laboratory of Fishery Biotechnology, Chinese Academy of Fishery Sciences, Beijing 100141, China.

Funding

Hainan Provincial Natural Science Foundation of China 324MS118Special Scientific Research Funds for Central Non-profit Institutes, Chinese Academy of Fishery Sciences 2023TD25
6 · The paper itself

Abstract

The shape of the skull plays a crucial role in the evolution and adaptation of species to their environments. In the case of aquaculture fish, the size of the head is also an important economic trait, as it is linked to fillet yield and ornamental value. This study applies our GRAMMAR-Lambda method to perform a genome-wide association study analysis on loci related to head size in catfish. Compared with traditional GWAS methods, the GRAMMAR-Lambda method offers higher computational efficiency, statistical power, and stability, especially in complex population structures. This research identifies many candidate genes closely related to cranial morphology in terms of head length, width, and depth in catfish, including

Indexed as

EMMAXgenome-wide association studyIctalurus punctatuslinear mixed modelmorphology

Identifiers

PMID39857294
PMCPMC11760490

What Socratic 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 Socratic graph.