Evidence map›Paper›PMID 36446782›Full record

ArticleScientific reports2022

RNA-Seq exploration of the influence of stress on meat quality in Spanish goats.

Aditya Naldurtiker, Phaneendra Batchu, Brou Kouakou, Thomas H Terrill, Arshad Shaik, Govind Kannan

Abstract readRandomized Controlled Trial, Veterinary
In one paragraph

Article in Scientific reports, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

  1. Article
  2. Article
  3. Climate resilience in goats: a comprehensive review of the genetic basis for adaptation to varied climatic conditions.Mammalian genome : official journal of the International Mammalian Genome Society · 2025
    Review
  4. Review
  5. Article
  6. Article
  7. Genome-Wide Analysis of theAnimals : an open access journal from MDPI · 2023
    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

6 authors.

Aditya NaldurtikerAgricultural Research Station, Fort Valley State University, 1005 State University Drive, Fort Valley, GA, 31030, USA.
Phaneendra BatchuAgricultural Research Station, Fort Valley State University, 1005 State University Drive, Fort Valley, GA, 31030, USA.
Brou KouakouAgricultural Research Station, Fort Valley State University, 1005 State University Drive, Fort Valley, GA, 31030, USA.
Thomas H TerrillAgricultural Research Station, Fort Valley State University, 1005 State University Drive, Fort Valley, GA, 31030, USA.
Arshad ShaikAgricultural Research Station, Fort Valley State University, 1005 State University Drive, Fort Valley, GA, 31030, USA.
Govind KannanAgricultural Research Station, Fort Valley State University, 1005 State University Drive, Fort Valley, GA, 31030, USA. govindak@fvsu.edu.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Studies exploring the transcriptome of stress and its effects on meat quality are very limited, particularly in goats. Fifty-four male Spanish goats (8-mo old; BW = 29.7 ± 2.03 kg) were randomly subjected to one of three treatments (TRT; n = 18 goats/treatment): (1) transported for 180 min, (2) transported for 30 min, or (3) held in pens (control) to analyze the transcriptome of stress and meat quality in goats using RNA-seq technology. Blood samples were collected before and after treatment, and meat samples were collected after humane slaughter for stress hormone, meat quality (Longissimus dorsi), and transcriptomic analysis. Plasma epinephrine concentrations were higher (P < 0.01) in 180 min and 30 min groups compared to the control group; however, norepinephrine concentrations were not affected by the treatment. Muscle glycogen concentrations (15 min postmortem) were lower (P < 0.01) in both 30 min and 180 min groups compared to the control group. Calpastatin levels were higher (P < 0.01) in 180 min and 30 min groups than the control group. Warner-Bratzler shear force values of loin chops were the highest in the 180 min group (4 ± 0.15, kg), lowest in the control group (3.51 ± 0.10, kg), and intermediate in the 30 min group (3.78 ± 0.09, kg; P < 0.01) both at day 1 and day 6 aging time. Additionally, desmin levels of day 6 samples were lowest in the control group, highest in 180 min group, and intermediate in 30 min group (P < 0.05). RNA-seq results showed that a total of 10,633 genes were differentially expressed (5194 up regulated; 5439 down regulated) among all comparisons (blood and day 1 and day 6 muscle samples). Among these differentially expressed genes (DEGs), KLF9, AMPK, FOXO3, PTX3, GADD45, PTPN1, CASP7, MAPK4, HSPA12A, and JAK-STAT were probably associated with the effects of stress on skeletal muscle proteins and involved in biological process such as cellular response to corticosteroid stimulus, endoplasmic reticulum stress, insulin resistance, DNA repair, apoptosis, MAPK cascade and regulation of proteolysis. The KEGG analysis revealed that AMPK and JAK-SAT signaling pathways and autophagy were among the top 20 enriched pathways in our treatment comparisons. The results provide an understanding of the genes and pathways involved in stress responses and related changes in postmortem muscle metabolism and meat quality characteristics in goats.

Indexed as

AMP-Activated Protein KinasesGoatsAnimalsMaleMeatMuscle, SkeletalRNA-SeqAMP-Activated Protein Kinases

Identifiers

PMID36446782
PMCPMC9709060

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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.