| Literature DB >> 31990932 |
Daniel Herzberg1, Pablo Strobel2, Heine Müller1, Constanza Meneses3, Marianne Werner2, Hedie Bustamante1.
Abstract
Chronic lameness affects bovine welfare and has a negative economic impact in dairy industry. Moreover, due to the translational gap between traditional pain models and new drugs development for treating chronic pain states, naturally occurring painful diseases could be a potential translational tool for chronic pain research. We therefore employed liquid chromatography tandem mass spectrometry (LC-MS/MS) to stablish the proteomic profile of the spinal cord samples from lumbar segments (L2-L4) of chronic lame dairy cows. Data were validated and quantified through software tool (Scaffold® v 4.0) using output data from two search engines (SEQUEST® and X-Tandem®). Search Tool for the Retrieval of Interacting Genes/Proteins (STRING) analysis was performed to detect proteins interactions. LC-MS/MS identified a total amount of 177 proteins; of which 129 proteins were able to be quantified. Lame cows showed a strong upregulation of interacting proteins with chaperone and stress functions such as Hsp70 (p < 0.006), Hsc70 (p < 0.0079), Hsp90 (p < 0.015), STIP (p > 0.0018) and Grp78 (p <0.0068), and interacting proteins associated to glycolytic pathway such as; γ-enolase (p < 0.0095), α-enolase (p < 0.013) and hexokinase-1 (p < 0.028). It was not possible to establish a clear network of interaction in several upregulated proteins in lame cows. Non-interacting proteins were mainly associated to redox process and cytoskeletal organization. The most relevant down regulated protein in lame cows was myelin basic protein (MBP) (p < 0.02). Chronic inflammatory lameness in cows is associated to increased expression of stress proteins with chaperone, metabolism, redox and structural functions. A state of endoplasmic reticulum stress and unfolded protein response (UPR) might explain the changes in protein expression in lame cows; however, further studies need to be performed in order to confirm these findings.Entities:
Year: 2020 PMID: 31990932 PMCID: PMC6986711 DOI: 10.1371/journal.pone.0228134
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Downregulated proteins detected in the spinal cord of lame cows.
| Proteins | Accesion (GI) | MW (kDa) | Gene Name | Fold Change | |
|---|---|---|---|---|---|
| Albumin | ALBU_BOVIN | 69 | 0,0033 | 0,3 | |
| Dihydropyrimidinase-related protein 2 | 528959240 | 65 | 0,0013 | 0,6 | |
| Glyceraldehyde 3-phosphate Dehydrogenase | 694270100 | 38 | 0,036 | 0,7 | |
| Hemoglobin beta | 294459577 | 16 | 0,00016 | 0,2 | |
| Hemoglobin beta Bali | 223864 | 0,00028 | 0,3 | ||
| Hemoglobin chain C | 97724899 | 0,001 | 0,5 | ||
| Hemoglobin fetal subunit beta | 62460494 | 15 | 0,00013 | 0,3 | |
| Hemoglobin subunit alpha | 359061887 | 15 | 0,0022 | 0,3 | |
| Myelin basic protein | 741972060 | 33 | 0,02 | 0,7 | |
| Ubiquitin carboxyl-terminal hydrolase | 528952847 | 25 | 0,0018 | 0,4 |
Upregulated proteins detected in the spinal cord of lame cows.
| Proteins | Accesion (GI) | MW kDa | Gene Name | Fold Change | |
|---|---|---|---|---|---|
| 4-aminobutyrate aminotransferase, mitochondria | 125991950 | 56 | 0,0012 | 5,9 | |
| 4-trimethylaminobutyraldehyde dehydrogenase | 114051782 | 54 | 0,017 | 6,1 | |
| 78 kDa glucose-regulated protein | 115495027 | 78 | 0,0068 | INF | |
| Acyl-CoA-binding protein | ACBP_BOVIN | 10 | 0,048 | 3,1 | |
| Cdc42 | 7245833 | 25 | 0,0001 | INF | |
| Acetyl-CoA acetyltransferase, mitochondrial | 114050959 | 45 | 0,038 | INF | |
| Aconitate hydratase | 27806769 | 85 | 0,045 | 4,3 | |
| AHNAK2 | 983004191 | 186 | 0,0025 | 8,3 | |
| Aldehyde dehydrogenase, mitochondrial | 115496214 | 57 | 0,012 | 11 | |
| Aldose reductase | 113594 | 36 | 0,029 | INF | |
| Alpha-aminoadipic semialdehyde dehydrogenase | 296485604 | 59 | 0,014 | INF | |
| Arylsulfatase B precursor | 155372077 | 59 | 0,00026 | INF | |
| Aspartate aminotransferase, cytoplasmic | 29135295 | ? | 0,00063 | 19 | |
| Aspartate aminotransferase, mitochondrial | 27807377 | 48 | 0,0049 | 4,9 | |
| ATP-citrate synthase | 82697335 | 17 | 0,032 | 17 | |
| Dihydrolipoyl dehydrogenase, mitochondria | 329663954 | 54 | 0,0011 | INF | |
| Dihydropyrimidinase-related protein 1 | 741930532 | 74 | 0,0053 | INF | |
| Dihydropyrimidinase-related protein 3 | 155371867 | 74 | 0,00082 | 9,9 | |
| Enolase 1 | 296479148 | 47 | 0,013 | 1,9 | |
| Enolase 2 | 528950986 | 47 | 0,0095 | 1,8 | |
| Enolase 3 | 77736349 | 47 | 0,011 | 2 | |
| Fascin | 78045491 | 58 | 0,00045 | 21 | |
| Galectin-1 | 999589 | 14 | 0,024 | 1,9 | |
| Glutathione S-transferase P | 29135329 | 24 | 0,017 | 6,7 | |
| Heat shock 70 kDa protein 1 | 529003643 | 72 | 0,006 | INF | |
| Heat shock 70 kDa protein 4 | 166795319 | 70 | 0,006 | INF | |
| Heat shock 70 kDa protein 6 | 297472417 | 70 | 0,0029 | INF | |
| Heat shock cognate 71 kDa protein | 296480084 | 70 | 0,0079 | 24 | |
| Heat shock protein HSP 90-alpha | 60592792 | 90 | 0,015 | INF | |
| Heat shock-related 70 kDa protein 2 | 296482938 | 70 | 0,0063 | INF | |
| Hexokinase-1 | 60592784 | 102 | 0,028 | INF | |
| Hyaluronan and proteoglycan link protein 2 | 528942294 | 38 | 0,00047 | 14 | |
| L-isoaspartate(D-aspartate) O-methyltransferase | 296483921 | 25 | 0,036 | 10 | |
| Microtubule-associated protein 1A | 741967576 | 336 | 0,0019 | INF | |
| Microtubule-associated protein 1B | 329663571 | 330 | 0,0002 | INF | |
| N(G),N(G)-dimethylarginine dimethylaminohydrolase | 156121049 | 31 | 0,0014 | 4,9 | |
| Peroxiredoxin-1 | 296488840 | 22 | 0,0039 | 5,3 | |
| Peroxiredoxin-4 | 27806085 | 31 | 0,0001 | INF | |
| Phosphoglucomutase-1 | 116004023 | 62 | 0,0002 | 6,4 | |
| Pyridoxal phosphate phosphatase | 78045487 | 32 | 0,016 | INF | |
| Rab GDP dissociation inhibitor alpha | 27806617 | 51 | 0,031 | INF | |
| Rab GDP dissociation inhibitor beta | 76253900 | 50 | 0,022 | 22 | |
| retinal dehydrogenase 1 | 27806321 | 55 | 0,014 | ||
| Stress-70 protein, mitochondrial | 77735995 | 74 | 0,008 | INF | |
| Stress-induced-phosphoprotein 1 | 296471478 | 63 | 0,0018 | INF | |
| Superoxide dismutase [Cu-Zn] | SODC_BOVIN | 16 | 0,021 | 4,3 | |
| Tenascin | 528959916 | 260 | 0,0001 | INF | |
| Transferrin | 602117 | 24 | 0,034 | 24 | |
| Transketolase | 148744821 | 68 | 0,033 | 8,6 | |
| Versican | 296485061 | 370 | 0,0046 | 3,6 | |
| Zeta-crystallin | 4097831 | 35 | 0,0039 | INF |
* Fold change was calculated by category (Lame and Control) using Scaffold v.4.8.6 as the ratio between the average of quantitative values in the lame group (numerator) and the control group (denominator). INF indicates zero quantitative values in the control group.
Fig 1GO annotation for A) molecular function and B) biological process of identified proteins in the dorsal horn of the spinal cord of chronically lame cows.
Fig 2STRING network graphic of proteins detected in the spinal cord.
Edges represents evidence of the type of interaction, selecting database, experiments co-expression and co-occurrence as active interaction sources with a high confident of interaction score (0.900). Circles distinguish four groups of interaction. A: consisted in 10 proteins identified as chaperones and co-chaperones in which 7 were only detected in lame cows and 1 was strongly upregulated in lame cow. B: conformed by 16 proteins involved in glycolysis, gluconeogenesis and pentose phosphate pathway. C: composed mainly by mitochondrial proteins involved in the tricyclic acid pathway with a relative even expression in both groups. D: interaction generated by tubulin isoforms with no difference in the level of expression among groups but interacting with chaperone network. Light blue edges represent known interactions obtained from curated data base, violet edges represent known interactions experimentally determined, and black edges represent protein association by co-expression.
KEGG pathway ID of interconnected proteins obtained from STRING database.
| KEGG Pathway ID | Pathway Description | count in genes | Proteins | |
|---|---|---|---|---|
| 00010 | Glycolysis | 18 | 1.66e-24 | ENO1 (↑), ENO2 (↑), ENO3 (↑), GAPD (↓), HK1 (↑), GPI (↔), ALDOA (↔), PGK1 (↔), PGAM1 (↔), LDH (↔) |
| 00020 | Citrate cycle (TCA cycle) | 6 | 7.21e-07 | ACLY (↑), ACO2 (↑), DLD (↑↑), IDH2 (↔), MDH1 (↔), MDH2 (↔) |
| 04612 | Antigen processing and presentation | 7 | 4.15e-06 | HSP90AA1 (↑↑), HSP90AB1 (↔), HSPA1 (↑↑), HSPA1L (↑↑), HSPA4 (↑↑), HSPA6 (↑↑), HSPA8 (↑) |
| 00030 | Pentose phosphate pathway | 5 | 8.4e-06 | ALDOA (↔), ALDOC (↔), GPI (↔), PGM1 (↔), TKT (↑↑) |
| 04066 | HIF-1 signalling pathway | 5 | 0.00276 | ENO1 (↑), ENO2 (↑), ENO3 (↑), HK1 (↑), TF (↑) |
↑Increased expression in lame cows, ↑↑Only detected in lame cows, ↓Reduced expression in lame cows, ↔no difference in expression
Fig 3A) Representative western blot of gamma-enolase and Hsp70 from the spinal cord obtained from lame and control cows. B) Densitometric analysis of western blot showing gamma-enolase and Hsp70 upregulation in the spinal cord of lame cows. L: lame (n = 5), C: control (n = 7).