Evidence map›Paper›PMID 41822590›Full record

ArticleVeterinary world2026

Proteomic signatures of cervical mucus associated with fertility in Bali heifers (

Muhammad Yusuf, Abdul Latief Toleng, Hasrin Hasrin, Abdullah Baharun, Athhar Manabi Diansyah, Santoso Santoso, Rahmat Rahmat, Andi Muhammad Alfian, Masturi Masturi, Sahiruddin Sahiruddin and 3 more

Abstract read
In one paragraph

Article in Veterinary world, 2026. 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. Article
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

13 authors.

Muhammad YusufFaculty of Animal Science, Hasanuddin University, Jl. Perintis Kemeredekaan Km. 10 Tamalanrea Makassar, South Sulawesi, Indonesia.
Abdul Latief TolengFaculty of Animal Science, Hasanuddin University, Jl. Perintis Kemeredekaan Km. 10 Tamalanrea Makassar, South Sulawesi, Indonesia.
Hasrin HasrinFaculty of Vocation, Hasanuddin University, Jl. Perintis Kemerdekaan Km. 10 Tamalanrea Makassar, South Sulawesi, Indonesia.
Abdullah BaharunFaculty of Agriculture, Djuanda University, Jl. Tol Ciawi No. 1, Ciawi, West Java, Indonesia.
Athhar Manabi DiansyahFaculty of Animal Science, Hasanuddin University, Jl. Perintis Kemeredekaan Km. 10 Tamalanrea Makassar, South Sulawesi, Indonesia.
Santoso SantosoResearch Center for Animal Husbandry, National Research and Innovation Agency, Cibinong Science Center, Bogor, Indonesia.
Rahmat RahmatFaculty of Agriculture, Lambung Mangkurat University, Jl. Jenderal Ahmad Yani Km. 36, Banjarbaru, South Kalimantan, 70714, Indonesia.
Andi Muhammad AlfianFaculty of Animal Science, Hasanuddin University, Jl. Perintis Kemeredekaan Km. 10 Tamalanrea Makassar, South Sulawesi, Indonesia.
Masturi MasturiFaculty of Animal Science, Hasanuddin University, Jl. Perintis Kemeredekaan Km. 10 Tamalanrea Makassar, South Sulawesi, Indonesia.
Sahiruddin SahiruddinFaculty of Animal Science, Hasanuddin University, Jl. Perintis Kemeredekaan Km. 10 Tamalanrea Makassar, South Sulawesi, Indonesia.
Muhammad Fajar AmrullahDoctoral Program of Animal Biomedical Science, School of Veterinary Medicine and Biomedical Sciences, IPB University, Bogor, 16680, West Java, Indonesia.
Ahmad Alfaruqi Syahrandi AdamGraduate School, Hasanuddin University, Jl. Perintis Kemeredekaan Km. 10 Tamalanrea Makassar, South Sulawesi, Indonesia.
Miftahul JannahMaster Program of Animal Biomedical Science, School of Veterinary Medicine and Biomedical Sciences, IPB University, Bogor, 16680, West Java, Indonesia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background and Aim: Despite strong adaptive traits, the reproductive efficiency of Bali cattle ( Materials and Methods: The study was conducted between February and August 2024 in South Sulawesi, Indonesia. Forty clinically healthy Bali heifers (2-3 years old) were sampled during natural oestrus and divided into good CM (GCM; n = 20) and poor CM (PCM; n = 20) groups using a validated five-parameter biophysical scoring system. CM proteins were extracted and analyzed using one-dimensional sodium dodecyl sulfate-polyacrylamide gel electrophoresis followed by liquid chromatography-tandem mass spectrometry. High-confidence protein identification was achieved at <1% false discovery rate, and differential abundance was evaluated using Benjamini-Hochberg correction (p < 0.05). Functional enrichment, correlation analysis with mucus traits, and receiver-operating-characteristic (ROC) analyses with cross-validation were performed. Results: Significant differences (p < 0.05) were observed between GCM and PCM groups for appearance, viscosity, spinnbarkeit, and ferning pattern, while pH did not differ. A total of 52 proteins were identified after quality control, of which 13 showed significant differential abundance. GCM was characterized by higher levels of NT5E, lactoferrin, SCGB1D, and lactotransferrin, whereas PCM showed enrichment of complement factor I (CFI), haptoglobin (HP), MUC5AC, FAIM2, TIMP2, PEBP4, SAA3, GRP, and IGL. Functional enrichment analysis indicated anti-inflammatory and epithelial-protective pathways in GCM, in contrast to complement activation, proteolysis, and oxidative remodeling in PCM. ROC analysis demonstrated excellent discriminative performance for NT5E (GCM) and CFI and haptoglobin (PCM), each achieving an area under the curve of 1.00 in this cohort. Conclusion: This study offers the first proteomic evidence connecting CM composition to fertility-related traits in Bali heifers. NT5E, CFI, and HP stand out as promising biomarkers for fertility screening, providing a molecular framework to improve AI efficiency and selection strategies in indigenous cattle.

Indexed as

artificial inseminationBali cattlebiomarkerscervical mucusfertilityheifersproteomicsreproductive efficiency

Identifiers

PMID41822590
PMCPMC12975713

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.