Association Study of Single Nucleotide Polymorphism in Exon 3 of SPAG11B Gene with Conception Rate in Murrah Bulls
Bibliographic record
Abstract
Present study was conducted with the objectives to identify single nucleotide polymorphism in sperm associated antigen 11 B(SPAG11B) gene and to analyze association between identified polymorphism with conception rate in Murrah bulls in ICAR-National Dairy Research Institute (NDRI) herd, Karnal. A 373 base pair region covering partial intron 2, exon 3 and partial intron3 of bovine SPAG11 gene was amplified using genomic DNA extracted from eighty six Murrah bulls and genotyped using sequencing and polymerase chain reaction- restriction fragment length polymorphisms (PCR-RFLP) methods. Alignment of edited sequence of Murrah buffalo with reported Bos taurus sequence (AC_000158.1) was done with ClustalW analysis. Gene and genotype frequencies, effective allele number, average heterozygosity and polymorphic information content of different genotypes were estimated by POPGENE version 1.32 (University of Alberta, Canada). Statistical analysis for Conception rate of Murrah bulls under study was carried out by SAS Version 9.3(SAS Institute Inc., Cary, NC, USA). The 373 bp fragment of SPAG11 gene was amplified using PCR and a novel SNP of G to A substitution at 2266 base of the SPAG11B gene was identified by sequencing. The amplicon was further digested with SNP-specific MunI restriction enzyme that showed three distinct genotypes viz., AA (266 bp and 107 bp fragment), GA (307 bp, 266 bp and 107 bp) and GG (373 bp fragment). Least square means of conception rate for the SNP was estimated and compared after correction for non-genetic factors. The identified novel SNP of SPAG11 gene showed non-significant association with conception rate. However, there is a lack of association, further studies have to be undertaken in a large population in order to validate the impact of g.2266G>A on conception rate in Murrah bulls.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".