| Literature DB >> 30687126 |
Ignasi Sanahuja1, Laura Fernández-Alacid1, Sergio Sánchez-Nuño1, Borja Ordóñez-Grande1, Antoni Ibarz1.
Abstract
Temperate fish are particularly sensitive to low temperatures, especially in the northern Mediterranean area, where the cold season decreases fish-farm production and affects fish health. Recent studies have suggested that the skin mucus participates in overall fish defense and welfare, and therefore propose it as a target for non-invasive studies of fish status. Here, we determine the mucus interactome of differentially expressed proteins in a temperate fish model, gilthead sea bream (Sparus aurata), after chronic exposure to low temperatures (7 weeks at 14°C). The differentially expressed proteins were obtained by 2D-PAGE of mucus soluble proteins and further assessed by STRING analyses of the functional interactome based on protein-protein interactions. Complementarily, we determined mucus metabolites, glucose, and protein, as well as enzymes involved in innate defense mechanisms, such as total protease and esterase. The cold mucus interactome revealed the presence of several subsets of proteins corresponding to Gene Ontology groups. "Response to stress" formed the central core of the cold interactome, with up-regulation of proteins, such as heat shock proteins (HSPs) and transferrin; and down-regulation of proteins with metabolic activity. In accordance with the low temperatures, all proteins clustered in the "Single-organism metabolic process" group were down-regulated in response to cold, evidencing depressed skin metabolism. An interactome subset of "Interspecies interaction between species" grouped together several up-regulated mucus proteins that participate in bacterial adhesion, colonization, and entry, such as HSP70, lectin-2, ribosomal proteins, and cytokeratin-8, septin, and plakins. Furthermore, cold mucus showed lower levels of soluble glucose and no adaptation response in total protease or esterase activity. Using zymography, we detected the up-regulation of metalloprotease-like activity, together with a number of fragments or cleaved keratin forms which may present antimicrobial activity. All these results evidence a partial loss of mucus functionality under chronic exposure to low temperatures which would affect fish welfare during the natural cold season under farm conditions.Entities:
Keywords: gilthead sea bream; low temperatures; mucus interactome; string analysis; zymography
Year: 2019 PMID: 30687126 PMCID: PMC6336924 DOI: 10.3389/fphys.2018.01916
Source DB: PubMed Journal: Front Physiol ISSN: 1664-042X Impact factor: 4.566
Identification of the 52 differentially expressed proteins by cold in gilthead sea bream epidermal mucus grouped by Structural, Metabolic, or Protective functions.
| 1 | 0.38 | 0.003 | 0.53 | 0.048 | 0.026 | 1.39 | Transferrin | 327243044 | TF | 74.23 | 6.30 | 75.00 | 7.11 | 38/(52) | 79 | 7018 | P02787 | |
| 2 | 0.31 | 0.010 | 0.43 | 0.043 | 0.044 | 1.37 | Transferrin | 327243042 | TF | 76.10 | 5.90 | 72.00 | 6.10 | 17/(35) | 30 | 7018 | Q90YH6 | |
| 5 | 0.35 | 0.009 | 0.17 | 0.021 | 0.001 | 0.49 | Deoxycytidylate deaminase | FG590567 | DCTD | 13.80 | 6.80 | 11.00 | 4.40 | 1/(1) | 12 | 1635 | P32321 | |
| 6 | 0.28 | 0.014 | 0.37 | 0.026 | 0.014 | 1.33 | Stress protein HSC70-1 | 212274295 | HSPA8 | 71.50 | 5.20 | 66.00 | 4.40 | 14/(23) | 26 | 3312 | P11142 | |
| 15 | 0.03 | 0.004 | 0.25 | 0.071 | 0.026 | 7.56 | 40S ribosomal protein like 12 | 47224253 | RPS12 | 14.40 | 7.24 | 12.00 | 7.25 | 10/(10) | 64 | 6206 | P25398 | |
| 26 | 0.15 | 0.007 | 0.12 | 0.011 | 0.048 | 0.76 | Coactosin-like | 85719983 | COTL1 | 10.00 | 5.50 | 11.00 | 4.60 | 1/(1) | 10 | 23406 | Q14019 | |
| 38 | 0.26 | 0.011 | 0.21 | 0.013 | 0.021 | 0.81 | Coactosin-like | 47221902 | COTL1 | 16.20 | 4.90 | 11.00 | 4.00 | 4/(8) | 22 | 23406 | Q14019 | |
| 44 | 0.15 | 0.019 | 0.23 | 0.010 | 0.005 | 1.50 | Heat shock protein A1 | 47223819 | HSPA1A | 71.40 | 5.20 | 66.00 | 4.30 | 11/(15) | 19 | 3303 | P08107 | |
| 47 | 0.05 | 0.003 | 0.19 | 0.036 | 0.028 | 4.02 | Hnrpa01 protein | 323649982 | HNRNPA1 | 13.71 | 6.39 | 18.00 | 6.34 | 2/(8) | 39 | 3178 | P09651 | |
| 56 | 0.13 | 0.004 | 0.08 | 0.004 | 0.000 | 0.66 | Proliferating cell nuclear antigen | 430721599 | PCNA | 28.66 | 4.72 | 26.00 | 4.07 | 9/(9) | 58 | 5111 | P12004 | |
| 71 | 0.04 | 0.005 | 0.13 | 0.026 | 0.033 | 2.99 | Periplakin-like | 551527179 | PPL | 205.96 | 6.18 | 76.00 | 6.02 | 1/(9) | 5 | 5493 | O60437 | |
| 82 | 0.03 | 0.008 | 0.09 | 0.008 | 0.001 | 2.91 | Keratin. type II cytoskeletal 8-like | 551498795 | KRT8 | 53.45 | 5.01 | 54.00 | 4.49 | 5/(15) | 30 | 3856 | P05787 | |
| 94 | 0.05 | 0.005 | 0.13 | 0.012 | 0.000 | 2.53 | Epiplakin | 221047999 | EPPK1 | 30.75 | 4.84 | 39.00 | 6.40 | 3/(5) | 25 | 83481 | P58107 | |
| 97 | 0.02 | 0.003 | 0.16 | 0.031 | 0.006 | 7.13 | Peptidyl-tRNA hydrolase | 317418901 | PTRHD1 | 20.20 | 4.63 | 16.00 | 3.97 | 3/(3) | 26 | 391356 | Q6GMV3 | |
| 98 | 0.03 | 0.003 | 0.13 | 0.023 | 0.008 | 4.14 | Keratin 12 | 528509044 | KRT12 | 49.81 | 5.35 | 15.00 | 3.97 | 3/(11) | 17 | 3859 | Q99456 | |
| 111 | 0.02 | 0.002 | 0.05 | 0.010 | 0.040 | 2.45 | 60S ribosomal protein | 11095761 | RPL23A | 10.91 | 9.70 | 15.00 | 8.09 | 3/(3) | 29 | 6147 | P62750 | |
| 119 | 0.11 | 0.008 | 0.13 | 0.007 | 0.037 | 1.24 | Protein disulfide-isomerase-like | 475653184 | PDIA3 | 55.87 | 5.60 | 54.00 | 4.89 | 13/(18) | 31 | 2923 | P30101 | |
| 121 | 0.10 | 0.018 | 0.05 | 0.006 | 0.048 | 0.46 | Alpha 2 globin | 99122203 | HBA2 | 15.83 | 8.72 | 12.00 | 4.11 | 8/(8) | 52 | 3040 | P69905 | |
| 124 | 0.16 | 0.006 | 0.12 | 0.014 | 0.037 | 0.72 | Myosin light polypeptide 6 | 229366002 | MYL6 | 17.00 | 4.50 | 11.00 | 3.80 | 5/(7) | 36 | 4637 | P60660 | |
| 126 | 0.04 | 0.014 | 0.11 | 0.016 | 0.023 | 2.42 | Keratin. type II cytoskeletal 5-like | P13647 | KRT5 | 62.34 | 7.74 | 76.00 | 6.67 | 16/(27) | 43 | Mammal sps. | 3852 | P13647 |
| 133 | 0.06 | 0.008 | 0.11 | 0.015 | 0.026 | 1.75 | Transferrin | 327243044 | TF | 74.23 | 6.30 | 75.00 | 4.74 | 27/(27) | 45 | 7018 | P02787 | |
| 134 | 0.18 | 0.011 | 0.11 | 0.020 | 0.026 | 0.63 | Malate dehydrogenase mitochondrial | 410905057 | MDH2 | 35.80 | 8.60 | 32.00 | 8.10 | 10/(16) | 37 | 4191 | P40926 | |
| 140 | 0.18 | 0.023 | 0.12 | 0.011 | 0.032 | 0.64 | Esterase D | 348524078 | ESD | 31.60 | 5.90 | 31.00 | 5.20 | 3/(6) | 14 | 2098 | P10768 | |
| 144 | 0.11 | 0.005 | 0.15 | 0.011 | 0.042 | 1.36 | Betaine homocysteine M-transferase | 388260758 | BHMT | 44.07 | 6.71 | 43.00 | 8.39 | 13/(18) | 64 | 635 | Q93088 | |
| 152 | 0.17 | 0.024 | 0.09 | 0.017 | 0.018 | 0.51 | Translation initiation factor 5A | 47209413 | EIF5A | 17.50 | 5.20 | 14.00 | 4.40 | 3/(15) | 13 | 1984 | P63241 | |
| 154 | 0.11 | 0.008 | 0.21 | 0.036 | 0.029 | 1.99 | Heat shock 70 kDa protein 1-like | 410933029 | HSPA1L | 52.50 | 5.24 | 16.00 | 6.93 | 2/(4) | 11 | 3305 | P34931 | |
| 155 | 0.24 | 0.029 | 0.14 | 0.015 | 0.016 | 0.59 | Keratin type I cytoskeletal 13 | 229366514 | KRT13 | 49.72 | 5.36 | 17.00 | 4.14 | 3/(17) | 27 | 3860 | P13646 | |
| 159 | 0.18 | 0.006 | 0.10 | 0.012 | 0.002 | 0.59 | Inorganic pyrophosphatase-like | 432903493 | PPA1 | 33.40 | 5.10 | 33.00 | 4.50 | 6/(9) | 23 | 5464 | Q15181 | |
| 160 | 0.07 | 0.006 | 0.15 | 0.021 | 0.016 | 2.24 | Inositol monophosphatase 1-like | 583999941 | IMPA1 | 27.26 | 5.30 | 27.00 | 5.12 | 11/(12) | 57 | 3612 | P29218 | |
| 163 | 0.20 | 0.009 | 0.09 | 0.013 | 0.000 | 0.43 | 14-3-3 protein zeta/delta | 10719663 | YWHAZ | 28.10 | 4.70 | 24.00 | 4.10 | 2/(9) | 7 | 7534 | P63104 | |
| 167 | 0.04 | 0.009 | 0.13 | 0.021 | 0.008 | 3.45 | Keratin. type I cytoskeletal 13 | 229366514 | KRT13 | 48.48 | 5.33 | 20.00 | 3.94 | 3/(15) | 22 | 3860 | P13646 | |
| 169 | 0.03 | 0.004 | 0.16 | 0.034 | 0.014 | 4.74 | Keratin. type II cytoskeletal 5-like | 573882490 | KRT5 | 61.05 | 5.41 | 13.00 | 4.50 | 4/(20) | 25 | 3852 | P13647 | |
| 170 | 0.03 | 0.002 | 0.10 | 0.015 | 0.006 | 3.98 | Intermediate filament protein ON3 | 551498797 | ION3 | 58.55 | 5.48 | 12.00 | 4.75 | 2/(15) | 22 | N/A | P18520 | |
| 176 | 0.13 | 0.014 | 0.08 | 0.011 | 0.023 | 0.64 | Proteasome subunit alpha type-6-like | 410916067 | PSMA6 | 27.40 | 6.35 | 23.00 | 6.96 | 23/(23) | 63 | 5687 | P60900 | |
| 177 | 0.14 | 0.018 | 0.08 | 0.012 | 0.027 | 0.60 | UBQ-like modifier-activating enzyme | 432865628 | UBA1 | 117.97 | 5.76 | 96.00 | 4.51 | 3/(8) | 11 | 7317 | P22314 | |
| 181 | 0.02 | 0.004 | 0.12 | 0.029 | 0.023 | 5.77 | F-type lectin 2 | 334883514 | Rb-FTL2 | 34.53 | 6.34 | 27.00 | 6.34 | 2/(2) | 9 | N/A | F7J049 | |
| 184 | 0.04 | 0.001 | 0.10 | 0.023 | 0.034 | 2.72 | β-actin | 6693629 | ACTB | 41.81 | 5.48 | 42.00 | 7.49 | 3/(24) | 65 | 60 | P60709 | |
| 189 | 0.03 | 0.003 | 0.14 | 0.019 | 0.002 | 5.11 | Keratin. type II cytoskeletal 5-like | 18858425 | KRT5 | 58.55 | 5.41 | 13.00 | 4.74 | 4/(17) | 19 | 3852 | P13647 | |
| 190 | 0.25 | 0.022 | 0.12 | 0.021 | 0.002 | 0.48 | Gelsolin | FM026536 | GSN | 85.90 | 5.90 | 77.00 | 6.90 | 2/(3) | 6 | 2934 | P06396 | |
| 192 | 0.06 | 0.002 | 0.10 | 0.008 | 0.006 | 1.82 | β-actin | 261286856 | ACTB | 40.83 | 5.83 | 12.00 | 7.00 | 3/(3) | 10 | 60 | P60709 | |
| 193 | 0.05 | 0.007 | 0.09 | 0.012 | 0.025 | 1.84 | Keratin. type II E3-like protein | 48476437 | N/A | 38.60 | 4.96 | 13.00 | 4.28 | 11/(20) | 46 | N/A | Q4QY72 | |
| 197 | 0.02 | 0.004 | 0.08 | 0.019 | 0.035 | 3.36 | Peptidyl-prolyl cis-trans isomerase F | 348508637 | PPIF | 21.02 | 8.94 | 13.00 | 9.04 | 2/(3) | 17 | 10105 | P30405 | |
| 199 | 0.16 | 0.009 | 0.09 | 0.008 | 0.001 | 0.58 | Protein disulfide-isomerase-like | 498926878 | PDIA3 | 57.40 | 4.60 | 52.00 | 3.60 | 6/(11) | 11 | 2923 | P30101 | |
| 201 | 0.03 | 0.006 | 0.08 | 0.015 | 0.021 | 2.53 | Septin-2-like | 551486665 | SEPT2 | 40.03 | 6.28 | 36.00 | 6.26 | 4/(16) | 66 | 4735 | Q15019 | |
| 205 | 0.12 | 0.004 | 0.08 | 0.016 | 0.039 | 0.65 | UMP-CMP kinase-like | 348500565 | CMPK1 | 24.90 | 8.60 | 20.00 | 6.80 | 2/(7) | 11 | 51727 | P30085 | |
| 206 | 0.05 | 0.009 | 0.09 | 0.011 | 0.018 | 1.91 | Keratin. Type II cytoskeletal 1 | P04264 | KRT1 | 65.98 | 8.12 | 14.00 | 9.32 | 18/(21) | 38 | Mammal sps. | 3848 | P04264 |
| 207 | 0.18 | 0.036 | 0.08 | 0.013 | 0.040 | 0.42 | Periplakin-like | 499048295 | PPL | 184.00 | 5.90 | 98.00 | 7.00 | 7/(5) | 4 | 5493 | O60437 | |
| 213 | 0.03 | 0.006 | 0.10 | 0.019 | 0.011 | 3.68 | Keratin. Type II cytoskeletal 1 | P04264 | KRT1 | 65.98 | 8.12 | 16.00 | 8.72 | 30/(34) | 49 | Mammal sps. | 3848 | P04264 |
| 234 | 0.14 | 0.014 | 0.08 | 0.014 | 0.030 | 0.61 | Aldo-keto reductase family | 432941989 | AKR1B10 | 35.62 | 6.46 | 31.00 | 7.54 | 1/(7) | 18 | 57016 | O60218 | |
| 236 | 0.04 | 0.003 | 0.07 | 0.010 | 0.012 | 2.00 | Transferrin | 327243044 | TF | 74.23 | 6.30 | 74.00 | 4.73 | 19/(19) | 35 | 7018 | P02787 | |
| 247 | 0.15 | 0.020 | 0.08 | 0.006 | 0.008 | 0.52 | Malate dehydrogenase | 551491925 | MDH1 | 38.40 | 7.60 | 34.00 | 7.10 | 6/(15) | 18 | 4190 | P40925 | |
| 251 | 0.03 | 0.003 | 0.07 | 0.013 | 0.020 | 2.55 | Keratin. type I cytoskeletal 13 | 212995 | KRT13 | 49.72 | 5.36 | 14.00 | 4.76 | 2/(11) | 16 | 3860 | P13646 | |
Spot number from Supplementary Figure .
Mean and standard error of the mean (SEM) for each individual spot from 5 replicate Warm condition gels (pools of soluble protein extract from 2 or 3 fish).
Mean and standard error of the mean (SEM) for each individual spot from 5 replicate Cold condition gels (pools of soluble protein extract from 2 or 3 fish).
Statistic Student T-test (p < 0.05) and intensity fold for each individual spot from 5 replicate gels.
Protein identities, accession number, theoretical, and observed MW and pI, peptides matched (unique peptides), percentage sequence coverage (SQ) and species identification were supplied by the Mascot Search Results (Matrix science). Further details of search conditions in Material and Methods section.
Gene symbol, gene number (Entrez gene database from NCBI, .
Regulation and biological process aggrupation of differentially expressed proteins sorted by Structural, Metabolic, or Protective functions.
| 1, 2, 133, 236 | Transferrin | TF | X | X | X | ||||
| 6 | Stress protein HSC70-1 | HSPA8 | X | X | X | X | |||
| 44 | Heat shock protein A1 | HSPA1A | X | X | X | X | |||
| 154 | Heat shock 70 kDa protein 1-like | HSPA1L | X | X | X | ||||
| 181 | F-type lectin 2 | MBL-2 | X | - | |||||
| 119, 199 | Protein disulfide-isomerase-like | PDIA3 | X | X | X | X | |||
| 121 | Alpha 2 globin | HBA2 | X | X | X | ||||
| 177 | Ubiquitin-like modifier-activating enzyme 1-like | UBA1 | X | X | |||||
| 163 | 14-3-3 protein zeta/delta | YWHAZ | X | X | |||||
| 140 | Esterase D | ESD | X | X | |||||
| 15 | 40S ribosomal protein like 12 | RPS12 | X | X | - | ||||
| 111 | 60S ribosomal protein | RPL23A | X | X | X | ||||
| 47 | Heterogeneous nuclear ribonucleoprotein A1 | HNRNPA1 | X | X | X | ||||
| 197 | Peptidyl-prolyl cis-trans isomerase F | PPIF | X | X | - | ||||
| 160 | Inositol monophosphatase 1-like | IMPA1 | O | X | |||||
| 144 | Betaine homocysteine M-transferase | BHMT | O | X | |||||
| 97 | Peptidyl-tRNA hydrolase | PTRHD1 | X | ||||||
| 56 | Proliferating cell nuclear antigen | PCNA | X | X | X | ||||
| 176 | Proteasome subunit alpha type-6-like | PSMA6 | X | X | X | X | |||
| 152 | Translation initiation factor 5A | EIF5A | X | X | |||||
| 5 | Deoxycytidylate deaminase | DCTD | X | X | |||||
| 247 | Malate dehydrogenase | MDH1 | X | X | |||||
| 134 | Malate dehydrogenase mitochondrial | MDH2 | X | X | |||||
| 159 | Inorganic pyrophosphatase-like | PPA1 | X | X | |||||
| 205 | UMP-CMP kinase-like | CMPK1 | X | X | |||||
| 234 | Aldo-keto reductase family 1 member B10-like | AKR1B10 | X | X | |||||
| 170 | Intermediate filament protein ON3-like | ION3 | X | - | |||||
| 201 | Septin-2-like isoform X2 | SEPT2 | X | X | X | ||||
| 94 | Epiplakin-like protein | EPPK1 | O | - | |||||
| 193 | Keratin, type II E3-like protein | N/A | - | ||||||
| 206, 213 | Keratin, Type II cytoskeletal 1 | KRT1 | X | X | |||||
| 82, 251 | Keratin, type II cytoskeletal 8-like | KRT8 | X | X | X | ||||
| 184, 192 | β-actin | ACTB | X | X | X | ||||
| 126, 169, 189 | Keratin, type II cytoskeletal 5-like | KRT5 | X | ||||||
| 98 | Keratin 12 isoform X1 | KRT12 | X | ||||||
| 155, 167 | Keratin, type I cytoskeletal 13 | KRT13 | X | ||||||
| 71, 207 | Periplakin-like | PPL | O | X | |||||
| 124 | Myosin light polypeptide 6 | MYL6 | X | ||||||
| 26,38 | Coactosin-like | COTL1 | X | X | |||||
| 190 | Gelsolin-S1/S2-like | GSN | X | X | X | X | |||
Spot number from Supplementary Figure .
Protein identities were supplied by the Mascot Search Results (Matrix science). Further details of search conditions in Material and Methods section.
Gene symbol of each protein were obtained from the Genecards database search process (.
Up- or Down- protein regulation in cold condition. The intensities of each protein and statistical analysis Student T-test (p < 0.05) are shown in Table .
Classification of proteins into different categories based on Gene Ontology enrichment analysis (GO) using UniprotKB number (shown in Table .
Figure 1The protein–protein interaction network, the interactome, of gilthead skin mucus proteins differentially expressed by chronic low temperatures. In this network, nodes are proteins, lines represent the predicted functional associations, and the color of the lines represents the strength of the predicted functional interactions between the proteins, according to the STRING databases (Szklarczyk et al., 2017). (A) Total protein interactome; all protein listed in Table 2 have been included to obtain the network. Relevant data from the network stats (such as the clustering coefficient and the PPI enrichment p-value) are provided in Supplementary Table 1. (B–E) Main Gene Ontology clusters obtained by GO-enrichment groups with significance (see Table 2), where green shaded nodes correspond to proteins that are up-regulated by chronic cold stress and pink shaded nodes corresponded to down-regulated proteins due to chronic cold stress. Each sub-cluster have been performed using the protein groups from Table 2. Relevant data from the network stats and the functional enrichment process are also provided in Supplementary Table 1.
Metabolites and enzymatic parameters of epidermal mucus after a cold challenge.
| Glucose (μg/mL) | 14.1 ± 0.8 | 3.4 ± 0.4* |
| Protein (mg/mL) | 14.4 ± 0.5 | 15.4 ± 1.5 |
| Glucose/Protein ratio (μg/mg) | 0.97 ± 0.1 | 0.22 ± 0.0* |
| Total protease activity (IU/mg pr) | 1.6 ± 0.3 | 61.6 ± 0.9 |
| Esterase (mIU/mg pr) | 0.56 ± 0.04 | 0.60 ± 0.01 |
| Lysozyme (IU/mg pr) | n.d | n.d |
Values are mean ± SEM from pools of 2 fish (n = 6). Asterisks indicate significant differences between Warm and Cold conditions (p < 0.05; Student's T-test). N.d, no detected.
Figure 2Zymograms of skin mucus protease activities of warm (W) and cold challenged (C) gilthead sea bream. (A) Gel zymography: electrophoresis was performed on polyacrylamide (12% acrylamide) gels. Two clear digested bands were appreciated and quantified. To determine the molecular weight of the protease fractions, a commercial weight marker was used (MW-lane). The gels were cut to simplify interpretation (intact gels are provided as Supplementary Figure 2). (B) Intermediate band relative intensity (C) Low band relative intensity. Both the I-band and L-band intensity were calculated as arbitrary units of trypsin digestion capacity (see Supplementary Figure 2 for detailed information). ** indicates significant differences (p < 0.01; Student's t-test).
Figure 3Relative expression of identified protein fragments with putative antimicrobial activity. (A) Histogram of protein abundance. Values corresponded to mean ± S.E.M. of the relative abundance of differentially expressed proteins. The digested proteins corresponded to proteins identified with observed MW lower than theoretical MW (see details in Table 1). Over-expressed ribosomal proteins are shown due to their antimicrobial activity. (B) Cytokeratin-8 (KRT8) and β-actin relative abundances by Western blot analysis.