Evidence map›Paper›PMID 42733709›Full record

ArticleVeterinary and animal science2026

Early-life milk production traits predict lifetime milk yield and support replacement decisions in Holstein, Jersey and Crossbred dairy cows under subtropical conditions.

Onke Tshona, Ziyanda Mpetile, Oluwakamisi Festus Akinmoladun

Abstract read
In one paragraph

Article in Veterinary and animal 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.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

3 authors.

Onke TshonaDepartment of Animal and Pasture Science, Faculty of Science and Agriculture, University of Fort Hare, Private Bag X1314, Alice 5700 Eastern Cape, South Africa.
Ziyanda MpetileDepartment of Animal and Pasture Science, Faculty of Science and Agriculture, University of Fort Hare, Private Bag X1314, Alice 5700 Eastern Cape, South Africa.
Oluwakamisi Festus AkinmoladunDepartment of Animal and Pasture Science, Faculty of Science and Agriculture, University of Fort Hare, Private Bag X1314, Alice 5700 Eastern Cape, South Africa.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Improving lifetime milk yield through the early identification of superior replacement animals is a key objective of sustainable dairy production systems. This study investigated the potential of first-lactation performance indicators to predict lifetime milk yield in dairy cattle managed under subtropical conditions. Historical production records from 349 Holstein, Jersey and crossbred dairy cows maintained at a commercial dairy farm were analysed using linear mixed models, multiple regression and receiver operating characteristic analysis. Estimated lifetime milk yield (ELMY) was calculated from average daily milk yield and lactation length across recorded lactations. Breed, parity, and their interaction significantly influenced several milk production traits (P < 0.05). Holstein cows exhibited the highest (P < 0.05) milk production traits, while milk production increased with advancing parity. Breed-related differences in milk production were evident across parities, with more pronounced variation among breeds at later parities (P

Indexed as

Dairy cattleFirst-lactation milk yieldLifetime milk yieldReceiver operating characteristic analysisReplacement decisionsSubtropical production systems

Identifiers

PMID42733709
PMCPMC13571731

What OpenQuestion holds

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Registered trials

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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 OpenQuestion graph.