Evidence map›Paper›PMID 30537932›Full record

ArticleBMC genomics2018

Higher plane of nutrition pre-weaning enhances Holstein calf mammary gland development through alterations in the parenchyma and fat pad transcriptome.

M Vailati-Riboni, R E Bucktrout, S Zhan, A Geiger, J C McCann, R M Akers, J J Loor

Open access · goldAbstract read
In one paragraph

Article in BMC genomics, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed
1.6field-weighted citation impact, top 16% 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

11 citing papers in PubMed, 23 citations in OpenAlex.

  1. Article
  2. Molecular Regulatory Mechanisms of Mammary Gland Development: A Review.Animals : an open access journal from MDPI · 2025
    Review
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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

7 authors at 2 institutions in 2 countries.

M Vailati-RiboniDepartment of Animal Sciences and Division of Nutritional Sciences, University of Illinois, Urbana, 61801, USA.
R E BucktroutDepartment of Animal Sciences and Division of Nutritional Sciences, University of Illinois, Urbana, 61801, USA.
S ZhanDepartment of Animal Sciences and Division of Nutritional Sciences, University of Illinois, Urbana, 61801, USA.
A GeigerDepartment of Dairy Science, Virginia Tech, Blacksburg, VA, 24061, USA.
J C McCannDepartment of Animal Sciences and Division of Nutritional Sciences, University of Illinois, Urbana, 61801, USA.
R M AkersDepartment of Dairy Science, Virginia Tech, Blacksburg, VA, 24061, USA.
J J LoorDepartment of Animal Sciences and Division of Nutritional Sciences, University of Illinois, Urbana, 61801, USA. jloor@illinois.edu.
University of Illinois Urbana-Champaign · USVirginia Tech · US

Funding

Agricultural Research Service 2016-67015-24565National Institute of Food and Agriculture 2016-67011-24703
6 · The paper itself

Abstract

backgroundTo reduce costs of rearing replacement heifers, researchers have focused on decreasing age at breeding and first calving. To increase returns upon initiation of lactation the focus has been on increasing mammary development prior to onset of first lactation. Enhanced plane of nutrition pre-weaning may benefit the entire replacement heifer operation by promoting mammary gland development and greater future production.

methodsTwelve Holstein heifer calves (< 1 week old) were reared on 1 of 2 dietary treatments (n = 6/group) for 8 weeks: a control group fed a restricted milk replacer at 0.45 kg/d (R, 20% crude protein, 20% fat), or an accelerated group fed an enhanced milk replacer at 1.13 kg/d (EH, 28% crude protein, 25% fat). At weaning (8 weeks), calves were euthanized and sub-samples of mammary parenchyma (PAR) and mammary fat pad (MFP) were harvested upon removal from the body. Total RNA from both tissues was extracted and sequenced using the Illumina HiSeq2500 platform. The Dynamic Impact Approach (DIA) and Ingenuity Pathway Analysis (IPA) were used for pathway analysis and functions, gene networks, and cross-talk analyses of the two tissues.

resultsWhen comparing EH vs R 1561 genes (895 upregulated, 666 downregulated) and 970 genes (506 upregulated, 464 downregulated) were differentially expressed in PAR and MFP, respectively. DIA and IPA results highlight a greater proliferation and differentiation activity in both PAR and MFP, supported by an increased metabolic activity. When calves were fed EH, the PAR displayed transcriptional signs of greater overall organ development, with higher ductal growth and branching, together with a supportive blood vessel and nerve network. These activities were mediated by intracellular cascades, such as AKT, SHH, MAPK, and Wnt, probably activated by hormones, growth factors, and endogenous molecules. The analysis also revealed strong communication between MFP and PAR.

conclusionThe transcriptomics and bioinformatics approach highlighted key mechanisms that mediate the mammary gland response to a higher plane of nutrition in the pre-weaning period.

Indexed as

WeaningAdipose TissueAnimalsCattleFemaleGene Expression ProfilingGene Expression Regulation, DevelopmentalMammary Glands, AnimalNutritional StatusRNA, MessengerSequence Analysis, RNATranscriptomeRNA, MessengerCalfMammary glandMilk replacerTranscriptome

Identifiers

PMID30537932
PMCPMC6290502
OpenAlexW2904993114

What OpenQuestion 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 OpenQuestion graph.