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. 2019 Jul 16;25:104259. doi: 10.1016/j.dib.2019.104259

Proteomics data of ovine mastitis associated with Mannheimia haemolytica

Angeliki I Katsafadou a,b, George Th Tsangaris b, Athanasios K Anagnostopoulos b, Charalambos Billinis a, Mariana S Barbagianni a, Natalia GC Vasileiou a, Stavros A Spanos a, Vasia S Mavrogianni a, George C Fthenakis a,
PMCID: PMC6661536  PMID: 31384649

Abstract

Proteomics data have been obtained from experimental mastitis in ewes after intramammary challenge with Mannheimia haemolytica. Animals were sampled before and sequentially after challenge; blood plasma and milk whey samples were produced and were subjected to proteomics evaluation by means of two-dimensional gel electrophoresis and MALDI-TOF mass spectrometry. Full protein maps and differential proteomics in sequential samples from blood plasma and milk whey of experimental ewes were presented. Post-challenge, 33 and 89 proteins were identified with differential abundance in blood plasma and milk whey, respectively. Also, 74 proteins were identified with differential abundance between the inoculated and contralateral glands. The data provide further insight in the pathogenesis of mastitis in sheep and indicate potential biomarkers for the disease. The data are further discussed in the research article “Differential quantitative proteomics study of experimental Mannheimia haemolytica mastitis in sheep” [1].

Keywords: Biomarker, Immune response, Mammary defence, Mannheimia haemolytica, Mastitis, Sheep, Subclinical mastitis


Specifications table

Subject area Veterinary Science and Veterinary Medicine
More specific subject area Sheep, Infectious Diseases
Type of data Tables, figures
How data was acquired Experimental infection of ewes
Proteomics analysis by 2-DE and MALDI-TOF MS
Matching of peptides and protein searches in MASCOT Server 2 software, under ‘mammalia’, excluding ‘Homo sapiens’ and ‘rodents’, in the Swiss-Prot database
Data format Raw and analysed
Experimental factors Blood plasma and milk whey samples from ewes with experimental mastitis, collected and analysed, in order to characterise the differential abundance of proteins during mastitis
Experimental features Differential proteomics in sequential samples of blood plasma and milk whey collected from sheep with mastitis
Data source location Karditsa, Greece, Veterinary Faculty, University of Thessaly
Data accessibility All data are with article
Related research article A.I. Katsafadou, G.T. Tsangaris, A.K. Anagnostopoulos
C. Billinis, M.S. Barbagianni, N.G.C. Vasileiou, S.A. Spanos,
V.S. Mavrogianni, G.C. Fthenakis, Differential quantitative proteomics study of experimental Mannheimia haemolytica mastitis in sheep. J. Proteom. 2019, in press
Value of the data
  • Proteomics data from blood plasma and milk whey samples from ewes with experimental mastitis caused by Mannheimia haemolytica and the differential proteomics in sequential samples after challenge are presented for the first time.

  • The data can be used for comparison to proteomics data from mastitis caused by other pathogens.

  • Potential biomarkers can be selected among the proteins identified for improved diagnosis of the infection.

1. Data

After intramammary challenge of ewes with Mannheimia haemolytica, mastitis was induced, which was confirmed by clinical, microbiological, cytological and histopathological (Fig. 1) findings. Details of proteins obtained from blood plasma (Table 1, Fig. 2) and milk whey (Table 2, Fig. 3) samples collected before, as well as from milk whey samples obtained 12 h after (Table 3, Fig. 4) intramammary challenge with Mannheimia haemolytica were presented [1]. In the blood plasma and milk whey samples collected before inoculation, 19 and 40 proteins, respectively, were identified. In the milk whey sample collected post-inoculation, 65 proteins were identified.

Fig. 1.

Fig. 1

Histological section of mammary parenchyma, from inoculated side of the udder on D2, with marked intra-alveolar neutrophilic infiltration and destruction of mammary alveoli.

Table 1.

Details of all proteins identified in a blood plasma sample from one ewe, before deposition of M. haemolytica into one teat (identification by MALDI-TOF MS)a.

Accession no. Accession name Description name Theoretical MW Theoretical pI MASCOT score Matched peptides Coverage (%)
P12725 A1AT_SHEEP Alpha-1-antiproteinase 46298 5.80 95 17/103 37
P15497 APOA1_BOVIN Apolipoprotein A-I 30258 5.60 184 23/134 61
Q32PJ2 APOA4_BOVIN Apolipoprotein A-IV 42991 5.20 100 18/129 49
P17690 APOH_BOVIN Beta-2-glycoprotein 1 39538 9.70 66 11/139 46
Q9XT27 CERU_SHEEP Ceruloplasmin 120020 5.44 54 14/104 24
P02676 FIBB_BOVIN Fibrinogen beta chain 53933 9.20 76 27/160 37
P12799 FIBG_BOVIN Fibrinogen gamma-B chain 50839 5.50 60 12/109 27
Q3SX14 GELS_BOVIN Gelsolin 80966 5.50 112 20/98 36
P0CH25 HBA1_CAPHI Haemoglobin subunit alpha-1 15212 9.40 50 5/61 52
P02075 HBB_SHEEP Haemoglobin subunit beta 16120 6.90 132 12/71 86
P02077 HBBA_CAPHI Haemoglobin subunit beta-A 16068 6.91 61 7/61 46
P68056 HBBC_SHEEP Haemoglobin subunit beta-C 15681 8.09 51 6/61 40
B6E141 HPT_CAPIB Haptoglobin 45411 9.10 108 18/99 32
P81286 PLMN_SHEEP Plasminogen (fragment) 38664 8.80 73 12/110 39
P18902 RET4_BOVIN Retinol-binding protein 4 21397 5.30 54 9/102 51
Q29443 TRFE_BOVIN Serotransferrin 79870 6.90 103 23/128 33
P14639 ALBU_SHEEP Serum albumin 71139 5.80 193 34/154 56
P42819 SAA_SHEEP Serum amyloid A protein 12680 6.10 65 8/95 53
P12303 TTHY_SHEEP Transthyretin 15875 5.50 81 8/75 66

MS: mass spectrometre, MW: molecular weight, pI: isoelectric point.

a

Details of ‘full protein map’ performed in the sample are presented.

Fig. 2.

Fig. 2

2-DE gel with annotation of representative protein spots, obtained from a blood plasma sample collected from one ewe before intramammary inoculation with M. haemolytica (protein identification by MALDI-TOF MS). A1AT: Alpha-1-antiproteinase, ALBU: Serum albumin, APOA1: Apolipoprotein A-I, APOA4: Apolipoprotein A-IV, APOH: Beta-2-glycoprotein 1, CERU: Ceruloplasmin, FIBB: Fibrinogen beta chain, FIBG: Fibrinogen gamma-B chain, GELS: Gelsolin, HBA1: Haemoglobin subunit alpha-1, HBB: Haemoglobin subunit beta, HBBA: Haemoglobin subunit beta-A, HBBC: Haemoglobin subunit beta-C, HPT: Haptoglobin, PLMN: Plasminogen, RET4: Retinol-binding protein 4, SAA: Serum amyloid A protein, TRFE: Serotransferrin, TTHY: Transthyretin.

Table 2.

Details of all proteins identified in two milk whey samples from two ewes, before deposition of M. haemolytica into one teat of each animal (identification by MALDI-TOF MS)a.

Accession no. Accession name Description name No. ewesb Theoretical MW Theoretical pI MASCOT score Matched peptides Coverage (%)
P60713 ACTB_SHEEP Actin, cytoplasmic 1 1 42052 5.18 74 11/79 45
P63258 ACTG_BOVIN Actin, cytoplasmic 2 1 42108 5.20 75 11/72 37
P12725 A1AT_SHEEP Alpha-1-antiproteinase 1 46298 5.80 127 15/60 34
P29701 FETUA_SHEEP Alpha-2-HS-glycoprotein 1 39511 5.10 58 8/58 31
P09462 LALBA_SHEEP Alpha-lactalbumin 2 16761 4.66 84 11/54 35
P04653 CASA1_SHEEP Alpha-S1-casein 2 24347 5.20 63 8/75 46
P04654 CASA2_SHEEP Alpha-S2-casein 2 26486 8.70 71 11/78 47
P15497 APOA1_BOVIN Apolipoprotein A-I 1 30258 5.60 148 18/89 57
Q32PJ2 APOA4_BOVIN Apolipoprotein A-IV 1 42991 5.20 66 11/84 37
P00829 ATPB_BOVIN ATP synthase subunit beta, mitochondrial 1 56249 5.00 51 10/87 25
Q6QAT4 B2MG_SHEEP Beta-2-microglobulin 1 13570 6.10 56 5/37 44
P33048 CASB_CAPHI Beta-casein 1 24906 5.10 54 8/67 34
Q1KYT0 ENOB_PIG Beta-enolase 1 47443 8.93 69 44/177 52
P67976 LACB_SHEEP Beta-lactoglobulin-1/B 2 20308 5.34 115 16/87 59
Q5S1S4 CAH3_PIG Carbonic anhydrase 3 1 29678 8.76 62 44/177 55
A2VDP1 BRE1A_BOVIN E3 ubiquitin-protein ligase 1 114272 5.60 60 15/86 21
P10790 FABPH_BOVIN Fatty acid-binding protein, heart 1 14827 7.66 57 6/48 41
P02676 FIBB_BOVIN Fibrinogen beta chain 1 53933 9.20 106 19/96 35
P00883 ALDOA_RABIT Fructose-bisphosphate aldolase A 1 39774 9.20 50 12/139 36
O18751 PYGM_SHEEP Glycogen phosphorylase, muscle form 1 97702 6.70 99 50/196 44
P01977 HBA1_TACAC Haemoglobin subunit alpha- 1 1 15509 9.50 51 5/58 46
P02102 HBE1_CAPHI Haemoglobin subunit epsilon-1 1 16117 9.50 52 5/61 41
P19120 HSP7C_BOVIN Heat shock cognate 71 kDa protein 1 71424 5.24 86 14/196 34
P13943 MMP1_RABIT Interstitial collagenase 1 53877 6.30 50 9/62 20
P02669 CASK_SHEEP Kappa-casein 1 21596 5.80 55 7/69 35
Q6EIZ0 K1C10_CANFA Keratin, type I cytoskeletal 10 1 57847 4.90 69 16/110 25
A5JUY8 PERL_BUBBU Lactoperoxidase 1 81559 9.70 53 16/101 24
Q29477 TRFL_CAPHI Lactotransferrin 2 79361 9.50 194 32/127 49
P00339 LDHA_PIG L-lactate dehydrogenase A chain 1 36880 9.10 65 18/127 43
Q8MJV0 MYH1_HORSE Myosin-1 1 223772 5.49 51 17/127 13
Q9BE39 MYH7_BOVIN Myosin-7 1 223889 5.50 59 23/78 14
P08049 NEP_RABIT Neprilysin 1 86212 5.20 50 9/58 15
P81265 PIGR_BOVIN Polymeric immunoglobulin receptor 1 83695 7.70 51 11/68 14
P11979 KPYM_FELCA Pyruvate kinase 1 58522 7.90 79 38/154 40
P28327 RK_BOVIN Rhodopsin kinase 1 63464 5.90 50 9/64 23
Q29443 TRFE_BOVIN Serotransferrin 1 79870 6.90 72 14/70 24
P14639 ALBU_SHEEP Serum albumin 2 71139 5.80 292 38/96 58
P12303 TTHY_SHEEP Transthyretin 1 15875 5.50 50 5/63 55
A4UMC5 TFP11_RABIT Tuftelin-interacting protein 11 1 96645 5.56 52 6/63 17
Q3MHN5 VTDB_BOVIN Vitamin D-binding protein 1 54904 5.20 60 10/69 27

MS: mass spectrometre, MW: molecular weight, pI: isoelectric point.

a

Combined details of ‘full protein map’ performed in the sample are presented.

b

No. of ewes in samples of which the respective protein was identified.

Fig. 3.

Fig. 3

2-DE gel with annotation of representative protein spots, obtained from a milk whey sample from one ewe before intramammary inoculation with M. haemolytica (protein identification by MALDI-TOF MS). A1AT: Alpha-1-antiproteinase, ACTB: Actin, cytoplasmic 1, ACTG: Actin, cytoplasmic 2, ALBU: Serum albumin, ALDOA: Fructose-bisphosphate aldolase A, APOA1: Apolipoprotein A-I, APOA4: Apolipoprotein A-IV, B2MG: Beta-2-microglobulin, CASA1: Alpha-S1-casein, CASA2: Alpha-S2-casein, CASK: Kappa-casein, FIBB: Fibrinogen beta chain, HBA1: Haemoglobin subunit alpha- 1, HBE1: Haemoglobin subunit epsilon-1, HSP7C: Heat shock cognate 71 kDa protein, KPYM: Pyruvate kinase, LACB: Beta-lactoglobulin-1/B, LALBA: Alpha-lactalbumin, MMP1: Interstitial collagenase, MYH7: Myosin-7, PERL: Lactoperoxidase, PIGR: Polymeric immunoglobulin receptor, PYGM: Glycogen phosphorylase, muscle form, RK: Rhodopsin kinase, TRFE: Serotransferrin, TRFL: Lactotransferrin, TTHY: Transthyretin, VTDB: Vitamin D-binding protein.

Table 3.

Details of all proteins identified in a milk whey sample from the inoculated side of the udder of one ewe, 12 h after deposition of M. haemolytica into the ipsilateral teat of that animal (identification by MALDI-TOF MS)a.

Accession no. Accession name Description name Theoretical MW Theoretical pI MASCOT score Matched peptides Coverage (%)
Q0VCX2 GRP78_BOVIN 78 kDa glucose-regulated protein 72470 4.90 62 8/32 19
P60713 ACTB_SHEEP Actin, cytoplasmic 1 42052 5.20 127 13/47 45
P63258 ACTG_BOVIN Actin, cytoplasmic 2 42108 5.20 127 13/47 46
A5D7D1 ACTN4_BOVIN Alpha-actinin-4 105319 5.20 95 16/55 22
Q9XSJ4 ENOA_BOVIN Alpha-enolase 47639 6.40 181 21/68 60
P09462 LALBA_SHEEP Alpha-lactalbumin 16761 4.66 135 10/37 45
P04653 CASA1_SHEEP Alpha-S1-casein 24347 5.20 66 6/27 29
P04654 CASA2_SHEEP Alpha-S2-casein 26486 8.70 112 10/30 38
P15497 APOA1_BOVIN Apolipoprotein A-I 30258 5.60 118 14/65 46
Q32PJ2 APOA4_BOVIN Apolipoprotein A-IV 42991 5.20 115 15/66 41
Q6QAT4 B2MG_SHEEP Beta-2-microglobulin 13570 6.10 50 4/24 35
Q3ZC09 ENOB_BOVIN Beta-enolase 47409 8.63 61 21/68 29
P67976 LACB_SHEEP Beta-lactoglobulin-1/B 20308 5.34 137 13/65 85
E1BFE9 BI2L2_BOVIN Brain-specific angiogenesis inhibitor 1-associated protein 2 59153 10.10 51 5/21 13
P54230 CTHL1_SHEEP Cathelicidin-1 18036 9.30 136 11/51 55
P79362 CTHL2_SHEEP Cathelicidin-2 20057 10.89 76 6/24 34
P49929 SC52_SHEEP Cathelin-related peptide SC5 17959 10.10 50 5/26 25
Q6B7M7 COF1_SHEEP Cofilin-1 18792 9.13 83 7/22 51
P31976 EZRI_BOVIN Ezrin 68832 6.00 50 9/34 12
A4FUA8 CAZA1_BOVIN F-actin-capping protein subunit alpha-1 33082 5.50 98 9/37 48
P02676 FIBB_BOVIN Fibrinogen beta chain 53933 9.20 60 13/67 24
Q9TTY8 GSTP1_CAPHI Glutathione S-transferase P 23843 8.80 82 6/20 47
Q28554 G3P_SHEEP Glyceraldehyde-3-phosphate dehydrogenase (fragment) 36073 9.30 72 8/39 30
P02075 HBB_SHEEP Haemoglobin subunit beta 16120 6.90 54 4/19 39
B6E141 HPT_CAPIB Haptoglobin 45411 9.10 53 7/39 19
P19120 HSP7C_BOVIN Heat shock cognate 71 kDa protein 71082 5.24 55 10/59 23
Q3T149 HSPB1_BOVIN Heat shock protein beta-1 22436 6.00 97 8/29 44
Q76LV2 HS90A_BOVIN Heat shock protein HSP 90-alpha 85077 4.78 94 20/70 27
Q9GKX8 HS90B_HORSE Heat shock protein HSP 90-beta 83527 4.82 77 17/70 26
P13943 MMP1_RABIT Interstitial collagenase 53877 6.30 52 8/50 17
Q6XUZ5 IDHC_SHEEP Isocitrate dehydrogenase (NADP) cytoplasmic 47153 6.40 54 7/32 19
P02669 CASK_SHEEP Kappa-casein 21596 5.80 68 8/47 35
Q6EIZ0 K1C10_CANFA Keratin, type I cytoskeletal 10 57847 4.90 78 15/85 23
A5JUY8 PERL_BUBBU Lactoperoxidase 81559 9.70 52 10/47 18
Q29477 TRFL_CAPHI Lactotransferrin 79361 9.50 120 18/70 31
Q50KA9 NDKA_CANFA Nucleoside diphosphate kinase A 17283 5.70 53 4/14 31
Q3T0Q4 NDKB_BOVIN Nucleoside diphosphate kinase B 17419 9.00 55 5/28 36
O77834 PRDX6_BOVIN Peroxiredoxin-6 25108 6.00 85 7/21 31
P13696 PEBP1_BOVIN Phosphatidylethanolamine-binding protein 1 21087 7.70 52 5/35 39
Q3T0P6 PGK1_BOVIN Phosphoglycerate kinase 1 44973 9.50 50 6/29 22
Q3SZ62 PGAM1_BOVIN Phosphoglycerate mutase 1 28948 6.80 113 9/24 54
Q3SZJ9 PMM2_BOVIN Phosphomannomutase 2 28435 6.00 52 5/26 25
P05307 PDIA1_BOVIN Protein disulfide-isomerase 57629 4.70 64 10/54 24
P38657 PDIA3_BOVIN Protein disulfide-isomerase A3 57293 6.20 141 18/52 35
P28783 S10A9_BOVIN Protein S100-A9 17160 6.30 50 6/57 44
P80601 UK114_CAPHI Ribonuclease 14347 7.10 81 7/52 82
Q29443 TRFE_BOVIN Serotransferrin 79870 6.90 89 19/103 31
P14639 ALBU_SHEEP Serum albumin 71139 5.80 205 23/49 40
P42819 SAA_SHEEP Serum amyloid A protein 12680 6.10 105 9/45 58
Q3ZBH0 TCPB_BOVIN T-complex protein 1 subunit beta 57781 6.20 64 8/35 25
O19011 TGFB1_HORSE Transforming growth factor beta-1 44631 9.72 50 14/39 18
Q5E956 TPIS_BOVIN Triosephosphate isomerase 26901 6.50 181 6/39 78
Q5KR47 TPM3_BOVIN Tropomyosin alpha-3 chain 32856 4.53 69 11/58 28
P81947 TBA1B_BOVIN Tubulin alpha-1B chain 50804 4.81 81 12/43 40
Q2HJ86 TBA1D_BOVIN Tubulin alpha-1D chain 50935 4.77 61 12/67 34
Q32KN8 TBA3_BOVIN Tubulin alpha-3 chain 50578 4.84 60 10/67 33
P81948 TBA4A_BOVIN Tubulin alpha-4A chain 50634 4.79 69 11/67 36
P02554 TBB_PIG Tubulin beta chain 50285 4.64 185 19/60 55
Q6B856 TBB2B_BOVIN Tubulin beta-2B chain 50377 4.64 173 17/60 53
Q3MHM5 TBB4B_BOVIN Tubulin beta-4B chain 50255 4.65 153 14/60 45
Q2KJD0 TBB5_BOVIN Tubulin beta-5 chain 50095 4.60 214 25/65 61
Q2HJ81 TBB6_BOVIN Tubulin beta-6 chain 50324 4.60 61 11/61 22
A4UMC TFP11_RABIT Tuftelin-interacting protein 11 96645 5.60 50 13/71 18
P26234 VINC_PIG Vinculin 124437 5.50 79 14/47 19
Q3MHN5 VTDB_BOVIN Vitamin D-binding protein 54904 5.20 70 10/56 31

MS: mass spectrometre, MW: molecular weight, pI: isoelectric point.

a

Details of ‘full protein map’ performed in the sample are presented.

Fig. 4.

Fig. 4

2-DE gel with annotation of representative protein spots, from a milk whey sample from a mammary gland of one ewe 12 h after intramammary inoculation with M. haemolytica (protein identification by MALDI-TOF MS). ACTB: Actin, cytoplasmic 1, ACTG: Actin, cytoplasmic 2, ACTN4: Alpha-actinin-4, ALBU: Serum albumin, APOA1: Apolipoprotein A-I, APOA4: Apolipoprotein A-IV, B2MG: Beta-2-microglobulin, BI2L2: Brain-specific angiogenesis inhibitor 1-associated protein 2, CASA1: Alpha-S1-casein, CASA2: Alpha-S2-casein, CASK: Kappa-casein, CAZA1: F-actin-capping protein subunit alpha-1, COF1: Cofilin-1, CTHL1: Cathelicidin-1, CTHL2: Cathelicidin-2, ENOA: Alpha-enolase, ENOB: Beta-enolase, EZRI: Ezrin, FIBB: Fibrinogen beta chain, G3P: Glyceraldehyde-3-phosphate dehydrogenase, GRP78: 78 kDa glucose-regulated protein, GSTP1: Glutathione S-transferase P, HBB: Haemoglobin subunit beta, HPT: Haptoglobin, HS90A: Heat shock protein HSP 90-alpha, HS90B: Heat shock protein HSP 90-beta, HSP7C: Heat shock cognate 71 kDa protein, HSPB1: Heat shock protein beta-1, IDHC: Isocitrate dehydrogenase (NADP) cytoplasmic, K1C10: Keratin, type I cytoskeletal 10, LACB: Beta-lactoglobulin-1/B, LALBA: Alpha-lactalbumin, MMP1: Interstitial collagenase, NDKA: Nucleoside diphosphate kinase A, NDKB: Nucleoside diphosphate kinase B, PDIA1: Protein disulfide-isomerase, PDIA3: Protein disulfide-isomerase A3, PEBP1: Phosphatidylethanolamine-binding protein 1, PERL: Lactoperoxidase, PGAM1: Phosphoglycerate mutase 1, PGK1: Phosphoglycerate kinase 1, PMM2: Phosphomannomutase 2, PRDX6: Peroxiredoxin-6, S10A9: Protein S100-A9, SAA: Serum amyloid A protein, SC52: Cathelin-related peptide SC5, TBA1B: Tubulin alpha-1B chain, TBA1D: Tubulin alpha-1D chain, TBA3: Tubulin alpha-3 chain, TBA4A: Tubulin alpha-4A chain, TBB: Tubulin beta chain, TBB2B: Tubulin beta-2B chain, TBB4B: Tubulin beta-4B chain, TBB5: Tubulin beta-5 chain, TBB6: Tubulin beta-6 chain, TCPB: T-complex protein 1 subunit beta, TFP11: Tuftelin-interacting protein 11, TGFB1: Transforming growth factor beta-1, TPIS: Triosephosphate isomerase, TPM3: Tropomyosin alpha-3 chain, TRFE: Serotransferrin, TRFL: Lactotransferrin, UK114: Ribonuclease, VINC: Vinculin, VTDB: Vitamin D-binding protein.

Additionally, tabulated lists of observed proteins with changes in abundance, in post-challenge samples of blood plasma (Table 4), of milk whey of the inoculated side of the udder (Table 5) and of milk whey of the contralateral side of the udder (Table 6), collected sequentially, were also presented. In total, 33, 89 and 20 proteins with differential abundance were identified in the respective samples. Changes in protein abundance were separated into different classifications: (i) decrease (6, 18 and 1 proteins, respectively), (ii) new appearance (13, 53 and 8 proteins, respectively), (iii) increase (0, 3 and 0 proteins, respectively) and (iv) varying abundance (14, 15 and 11 proteins, respectively).

Table 4.

Details of proteins observed with decrease, increase, new identification or varying abundance in blood plasma samples from five ewes, after deposition of M. haemolytica into one teat of each animal (identification by MALDI-TOF MS).

Accession no. Accession name Description name Theoretical MW Theoretical pI MASCOT score Matched peptides Coverage (%)
Proteins that showed decrease (n = 6)
P60713 ACTB_SHEEP Actin, cytoplasmic 1 42052 5.18 96 14/91 50
P68240 HBA_SHEEP Haemoglobin subunit alpha-1/2 15212 9.44 66 5/50 52
P02077 HBBA_CAPHI Haemoglobin subunit beta-A 16068 6.91 80 5/31 48
P68056 HBBC_SHEEP Haemoglobin subunit beta-C 15681 8.09 66 5/31 40
Q3SZV7 HEMO_BOVIN Haemopexin 52974 8.90 66 10/56 16
A4UMC5 TFP11_RABIT Tuftelin-interactiing protein 11 96645 5.60 51 14/70 16
Proteins that showed new appearance (n = 13)
P20757 ANGT_SHEEP Angiotensinogen 51443 6.60 147 19/84 54
P32262 ANT3_SHEEP Antithrombin-III 52979 6.50 92 14/64 36
P17690 APOH_BOVIN Beta-2-glycoprotein 1 39538 9.70 59 8/69 37
Q2UVX4 CO3_BOVIN Complement C3 188675 6.40 63 22/84 15
P81187 CFAB_BOVIN Complement factor B 86737 8.80 72 17/97 20
Q29RL2 CHRD1_BOVIN Cysteine and histidine-rich domain-containing protein 1 38144 8.69 51 8/97 30
Q58DT0 ELF5_BOVIN ETS-related transcription factor Elf-5 30697 5.56 51 7/97 29
P12799 FIBG_BOVIN Fibrinogen gamma-B chain 50839 5.50 63 11/82 24
P0CH25 HBA1_CAPHI Haemoglobin subunit alpha-1 15212 9.40 66 5/25 52
B6E141 HPT_CAPIB Haptoglobin 45411 9.10 116 15/61 30
P51744 IL4_CEREL Interleucin-4 15602 10.60 51 6/78 42
Q9BE40 MYH1_BOVIN Myosin-1 223772 5.50 55 15/69 14
Q9TSX9 PRDX6_PIG Peroxiredoxin-6 25078 5.66 51 28/138 48
Proteins that showed varying abundance (n = 14)
P12725 A1AT_SHEEP Alpha-1-antiproteinase 46298 5.80 147 17/66 40
Q7SIH1 A2MG_BOVIN Alpha-2-macroglobulin 168953 5.70 65 19/86 19
P15497 APOA1_BOVIN Apolipoprotein A-I 30258 5.60 168 20/102 59
Q32PJ2 APOA4_BOVIN Apolipoprotein A-IV 42991 5.20 134 20/102 47
Q9XT27 CERU_SHEEP Ceruloplasmin 120020 5.40 122 19/60 26
P02676 FIBB_BOVIN Fibrinogen beta chain 53933 9.20 76 21/103 31
Q3SX14 GELS_BOVIN Gelsolin 80966 5.50 109 11/64 29
P02075 HBB_SHEEP Haemoglobin subunit beta 16120 6.90 114 9/39 69
P81286 PLMN_SHEEP Plasminogen (fragment) 38664 8.80 85 14/106 45
P18902 RET4_BOVIN Retinol-binding protein 4 21397 5.30 100 10/60 67
Q29443 TRFE_BOVIN Serotransferrin 79870 6.90 112 14/42 23
P14639 ALBU_SHEEP Serum albumin 71139 5.80 244 31/82 48
P12303 TTHY_SHEEP Transthyretin 15875 5.50 107 10/74 55
Q3MHN5 VTDB_BOVIN Vitamin D-binding protein 54904 5.20 87 10/37 31

MS: mass spectrometre, MW: molecular weight, pI: isoelectric point.

Table 5.

Details of proteins observed with decrease, new appearance, increase or varying abundance in milk whey samples from the inoculated side of the udder of five ewes, after deposition of M. haemolytica into the teat of each animal (identification by MALDI-TOF MS).

Accession no. Accession name Description name Theoretical MW Theoretical pI MASCOT score Matched peptides Coverage (%)
Proteins that showed decrease (n = 18)
P12725 A1AT_SHEEP Alpha-1-antiproteinase 46298 5.80 92 13/76 32
P29701 FETUA_SHEEP Alpha-2-HS-glycoprotein 39511 5.10 58 15/60 31
P00829 ATPB_BOVIN ATP synthase subunit beta, mitochondrial 56249 5.00 51 10/87 25
P33048 CASB_CAPHI Beta-casein 24906 5.10 54 8/67 34
P67976 LACB_SHEEP Beta-lactoglobulin-1/B 20308 5.34 137 13/65 85
Q5S1S4 CAH3_PIG Carbonic anhydrase 3 29678 8.76 62 44/177 55
A2VDP1 BRE1A_BOVIN E3 ubiquitin-protein ligase BRE1A 114272 5.60 60 15/86 21
P10790 FABPH_BOVIN Fatty acid-binding protein, heart 14827 7.66 57 11/57 41
P00883 ALDOA_RABIT Fructose-bisphosphate aldolase A 39774 9.20 50 19/96 36
O18751 PYGM_SHEEP Glycogen phosphorylase, muscle form 97702 6.70 99 31/196 44
P01977 HBA1_TACAC Haemoglobin subunit alpha- 1 15509 9.50 51 5/58 46
P02102 HBE1_CAPHI Haemoglobin subunit epsilon-1 16117 9.50 52 5/61 41
P00339 LDHA_PIG L-lactate dehydrogenase A chain 36880 9.10 65 32/127 43
A5JUY8 PERL_BUBBU Lactoperoxidase 81559 9.70 52 10/47 18
Q8MJV0 MYH1_HORSE Myosin-1 223772 5.49 51 18/127 13
P08049 NEP_RABIT Neprilysin 86212 5.20 50 9/58 15
P11979 KPYM_FELCA Pyruvate kinase 58522 7.90 79 38/154 40
P28327 RK_BOVIN Rhodopsin kinase 63464 5.90 50 9/64 23
Proteins that showed new appearance (n = 53)
Q0VCX2 GRP78_BOVIN 78 kDa glucose-regulated protein 72470 4.90 62 8/32 19
A5D7D1 ACTN4_BOVIN Alpha-actinin-4 105319 5.20 95 16/55 22
Q9XSJ4 ENOA_BOVIN Alpha-enolase 47639 6.40 181 21/68 60
Q3ZC09 ENOB_BOVIN Beta-enolase 47409 8.63 61 10/68 29
E1BFE9 BI2L2_BOVIN Brain-specific angiogenesis inhibitor 1-associated protein 2 59153 10.10 51 5/21 13
Q9TV13 CASP1_HORSE Caspase-1 45815 6.06 50 9/63 27
P54230 CTHL1_SHEEP Cathelicidin-1 18036 9.30 136 11/51 55
P79362 CTHL2_SHEEP Cathelicidin-2 20057 10.89 76 6/24 34
P49929 SC52_SHEEP Cathelin-related peptide SC5 17959 10.10 50 5/26 25
Q6TMG6 CH3L1_SHEEP Chitinase-3-like protein 1 43209 9.60 98 13/60 38
Q6B7M7 COF1_SHEEP Cofilin-1 18792 9.13 83 7/22 51
P31976 EZRI_BOVIN Ezrin 68832 6.00 50 9/34 12
A4FUA8 CAZA1_BOVIN F-actin-capping protein subunit alpha-1 33082 5.50 98 9/37 48
Q0VCH4 G3ST3_BOVIN Galactose-3-O-sulfotransferase 3 49124 10.50 50 8/56 24
Q9TTY8 GSTP1_CAPHI Glutathione S-transferase P 23843 8.80 82 6/20 47
Q28554 G3P_SHEEP Glyceraldehyde-3-phosphate dehydrogenase (fragment) 36073 9.30 72 8/39 30
Q0VC84 C1GLT_BOVIN Glycoprotein-N-acetylgalactosamine 3-beta-galactosyltransfer 43469 6.00 50 6/29 22
P02075 HBB_SHEEP Haemoglobin subunit beta 16120 6.90 54 4/19 39
B6E141 HPT_CAPIB Haptoglobin 45411 9.10 54 7/39 22
Q3T149 HSPB1_BOVIN Heat shock protein beta-1 22436 6.00 97 8/29 44
Q76LV2 HS90A_BOVIN Heat shock protein HSP 90-alpha 85077 4.78 94 20/70 27
Q9GKX8 HS90B_HORSE Heat shock protein HSP 90-beta 83527 4.82 77 17/70 26
Q6XUZ5 IDHC_SHEEP Isocitrate dehydrogenase (NADP) cytoplasmic 47153 6.40 54 7/32 19
Q9BE39 MYH7_BOVIN Myosin-7 85835 6.00 50 9/73 18
Q50KA9 NDKA_CANFA Nucleoside diphosphate kinase A 17283 5.70 53 4/14 31
Q3T0Q4 NDKB_BOVIN Nucleoside diphosphate kinase B 17419 9.00 55 5/28 36
O77834 PRDX6_BOVIN Peroxiredoxin-6 25108 6.00 85 7/21 31
Q148K5 PX11B_BOVIN Peroxisomal membrane protein 11B 28773 11.34 50 7/51 28
Q28177 BFSP2_BOVIN Phakinin 46150 5.54 50 19/115 29
P13696 PEBP1_BOVIN Phosphatidylethanolamine-binding protein 1 21087 7.70 52 5/35 39
Q3T0P6 PGK1_BOVIN Phosphoglycerate kinase 1 44973 9.50 50 6/29 22
Q3SZ62 PGAM1_BOVIN Phosphoglycerate mutase 1 28948 6.80 113 9/24 54
Q3SZJ9 PMM2_BOVIN Phosphomannomutase 2 28435 6.00 52 5/26 25
P05307 PDIA1_BOVIN Protein disulfide-isomerase 57629 4.70 64 10/54 24
P38657 PDIA3_BOVIN Protein disulfide-isomerase A3 57293 6.20 141 18/52 35
P28783 S10A9_BOVIN Protein S100-A9 17160 6.30 50 7/57 44
P80601 UK114_CAPHI Ribonuclease 14347 7.10 81 7/52 82
P42819 SAA_SHEEP Serum amyloid A protein 12680 6.10 105 9/45 58
Q3ZBH0 TCPB_BOVIN T-complex protein 1 subunit beta 57781 6.20 64 8/35 25
O19011 TGFB1_HORSE Transforming growth factor beta-1 44631 9.72 50 8/39 18
Q5E956 TPIS_BOVIN Triosephosphate isomerase 26901 6.50 181 14/39 78
Q5KR47 TPM3_BOVIN Tropomyosin alpha-3 chain 32856 4.53 69 11/58 28
P81947 TBA1B_BOVIN Tubulin alpha-1B chain 50804 4.81 81 12/43 40
Q2HJ86 TBA1D_BOVIN Tubulin alpha-1D chain 50935 4.77 61 12/67 34
Q32KN8 TBA3_BOVIN Tubulin alpha-3 chain 50578 4.84 60 11/67 33
P81948 TBA4A_BOVIN Tubulin alpha-4A chain 50634 4.79 69 10/67 36
P02554 TBB_PIG Tubulin beta chain 50285 4.64 185 19/60 55
Q6B856 TBB2B_BOVIN Tubulin beta-2B chain 50377 4.64 173 17/60 53
Q3MHM5 TBB4B_BOVIN Tubulin beta-4B chain 50255 4.65 153 16/60 45
Q2KJD0 TBB5_BOVIN Tubulin beta-5 chain 50095 4.60 214 25/65 61
Q2HJ81 TBB6_BOVIN Tubulin beta-6 chain 50324 4.60 61 11/41 22
P26234 VINC_PIG Vinculin 124437 5.50 79 14/47 19
Q3MHN5 VTDB_BOVIN Vitamin D-binding protein 54904 5.20 70 10/56 31
Proteins that showed increase (n = 3)
P60713 ACTB_SHEEP Actin, cytoplasmic 1 42052 5.18 146 17/72 53
P15497 APOA1_BOVIN Apolipoprotein A-I 30258 5.60 200 24/118 63
P02669 CASK_SHEEP Kappa-casein 21596 5.80 68 8/47 35
Proteins that showed varying abundance (n = 15)
P63258 ACTG_BOVIN Actin, cytoplasmic 2 42108 5.20 146 17/72 53
P09462 LALBA_SHEEP Alpha-lactalbumin 16761 4.66 135 10/37 45
P04653 CASA1_SHEEP Alpha-S1-casein 24347 5.20 66 6/27 29
P04654 CASA2_SHEEP Alpha-S2-casein 26486 8.70 112 10/30 38
Q32PJ2 APOA4_BOVIN Apolipoprotein A-IV 42991 5.20 125 18/94 48
Q6QAT4 B2MG_SHEEP Beta-2-microglobulin 13570 6.10 52 5/43 40
P02676 FIBB_BOVIN Fibrinogen beta chain 53933 9.20 72 11/52 26
P19120 HSP7C_BOVIN Heat shock cognate 71 kDa protein 71082 5.24 55 10/39 23
P13943 MMP1_RABIT Interstitial collagenase 53877 6.30 52 8/50 17
Q29477 TRFL_CAPHI Lactotransferrin 79361 9.50 120 18/70 31
P81265 PIGR_BOVIN Polymeric immunoglobulin receptor 83695 7.70 50 11/72 15
Q29443 TRFE_BOVIN Serotransferrin 79870 6.90 112 24/107 33
P14639 ALBU_SHEEP Serum albumin 71139 5.80 205 23/49 40
P12303 TTHY_SHEEP Transthyretin 15831 5.90 79 7/57 63
A4UMC5 TFP11_RABIT Tuftelin-interacting protein 11 96645 5.60 50 13/71 18
P26234 VINC_PIG Vinculin 124437 5.50 79 14/47 19

MS: mass spectrometre, MW: molecular weight, pI: isoelectric point.

Table 6.

Details of proteins observed with decrease, new appearance, increase or varying abundance in milk whey samples from the contralateral side of the udder of five ewes, after deposition of M. haemolytica into the teat of each animal (identification by MALDI-TOF MS).

Accession no. Accession name Description name Theoretical MW Theoretical pI MASCOT score Matched peptides Coverage (%)
Proteins that showed decrease (n = 1)
P09462 LALBA_SHEEP Alpha-lactalbumin 16700 4.90 58 7/78 38
Proteins that showed new appearance (n = 8)
Q767K7 ATAT_PIG Alpha-tubulin N-acetyltransferase 1 34166 10.56 50 11/68 27
P54230 CTHL1_SHEEP Cathelicidin-1 18036 9.30 55 6/62 44
Q3SX14 GELS_BOVIN Gelsolin 80966 5.50 50 7/39 16
Q28641 MYH4_RABIT Myosin-4 223841 5.50 50 18/84 13
Q9GL76 PVRL1_PIG Nectin-1 57410 5.80 50 8/44 22
P00949 PGM1_RABIT Phosphoglucomutase-1 61805 6.65 50 6/44 20
P42819 SAA_SHEEP Serum amyloid A protein 12680 6.10 69 6/35 43
A4UMC5 TFP11_RABIT Tuftelin-interacting protein 11 96645 5.60 50 11/53 16
Proteins that showed varying abundance (n = 11)
P12725 A1AT_SHEEP Alpha-1-antiproteinase 46298 5.80 95 14/82 35
P29701 FETUA_SHEEP Alpha-2-HS-glycoprotein 39511 5.10 56 8/62 32
P04654 CASA2_SHEEP Alpha-S2-casein 26543 9.00 82 12/74 42
P15497 APOA1_BOVIN Apolipoprotein A-I 30258 5.60 169 18/68 58
Q32PJ2 APOA4_BOVIN Apolipoprotein A-IV 42991 5.20 50 8/59 25
Q6QAT4 B2MG_SHEEP Beta-2-microglobulin 13570 6.10 52 5/43 40
P67976 LACB_SHEEP Beta-lactoglobulin-1/B 20308 5.34 121 15/83 86
P02669 CASK_SHEEP Kappa-casein 21596 5.76 51 7/78 36
Q29477 TRFL_CAPHI Lactotransferrin 79361 9.50 191 27/85 43
Q29443 TRFE_BOVIN Serotransferrin 79870 6.90 94 23/113 29
P14639 ALBU_SHEEP Serum albumin 71139 5.80 162 24/79 43

MS: mass spectrometre, MW: molecular weight, pI: isoelectric point.

Finally, 79 proteins with differential abundance were identified between milk whey samples collected from the inoculated (74 proteins) and contralateral (5 proteins) glands of the experimental ewes (Table 7).

Table 7.

List of proteins observed with differential abundance in milk whey samples of only one mammary gland of five ewes, after deposition of M. haemolytica into one teat of each animal (identification by MALDI-TOF MS).

Accession name Description name Inoculated side Non-inoculated side
GRP78_BOVIN 78 kDa glucose-regulated protein -
ACTB_SHEEP Actin, cytoplasmic 1 -
ACTG_BOVIN Actin, cytoplasmic 2 -
ACTN4_BOVIN Alpha-actinin-4 -
ENOA_BOVIN Alpha-enolase -
CASA1_SHEEP Alpha-S1-casein -
ATPB_BOVIN ATP synthase subunit beta, mitochondrial -
CASB_CAPHI Beta-casein -
ENOB_BOVIN Beta-enolase -
BI2L2_BOVIN Brain-specific angiogenesis inhibitor 1-associated protein 2 -
CAH3_PIG Carbonic anhydrase 3 -
CASP1_HORSE Caspase-1 -
CTHL2_SHEEP Cathelicidin-2 -
SC52_SHEEP Cathelin-related peptide -
CH3L1_SHEEP Chitinase-3-like protein 1 -
COF1_SHEEP Cofilin-1 -
BRE1A_BOVIN E3 ubiquitin-protein ligase -
EZRI_BOVIN Ezrin -
CAZA1_BOVIN F-actin-capping protein subunit alpha-1 -
FABPH_BOVIN Fatty acid-binding protein, heart -
FIBB_BOVIN Fibrinogen beta chain -
ALDOA_RABIT Fructose-bisphosphate aldolase A -
G3ST3_BOVIN Galactose-3-O-sulfotransferase 3 -
GSTP1_CAPHI Glutathione S-transferase P -
G3P_SHEEP Glyceraldehyde-3-phosphate dehydrogenase (fragment) -
PYGM_SHEEP Glycogen phosphorylase, muscle form -
C1GLT_BOVIN Glycoprotein-N-acetylgalactosamine 3-beta-galactosyltransferase 1 -
HBA1_TACAC Haemoglobin subunit alpha- 1 -
HBB_SHEEP Haemoglobin subunit beta -
HBE1_CAPHI Haemoglobin subunit epsilon-1 -
HPT_CAPIB Haptoglobin -
HSP7C_BOVIN Heat shock cognate 71 kDa protein -
HSPB1_BOVIN Heat shock protein beta-1 -
HS90A_BOVIN Heat shock protein HSP 90-alpha -
HS90B_HORSE Heat shock protein HSP 90-beta -
MMP1_RABIT Interstitial collagenase -
IDHC_SHEEP Isocitrate dehydrogenase (NADP) cytoplasmic -
PERL_BOVIN Lactoperoxidase -
LDHA_PIG L-lactate dehydrogenase A chain -
MYH1_HORSE Myosin-1 -
MYH7_BOVIN Myosin-7 -
NEP_RABIT Neprilysin -
NDKA_CANFA Nucleoside diphosphate kinase A -
NDKB_BOVIN Nucleoside diphosphate kinase B -
PRDX6_BOVIN Peroxiredoxin-6 -
PX11B_BOVIN Peroxisomal membrane protein 11B -
BFSP2_BOVIN Phakinin -
PEBP1_BOVIN Phosphatidylethanolamine-binding protein 1 -
PGK1_BOVIN Phosphoglycerate kinase 1 -
PGAM1_BOVIN Phosphoglycerate mutase 1 -
PMM2_BOVIN Phosphomannomutase 2 -
PIGR_BOVIN Polymeric immunoglobulin receptor -
PDIA1_BOVIN Protein disulfide-isomerase -
PDIA3_BOVIN Protein disulfide-isomerase A3 -
S10A9_BOVIN Protein S100-A9 -
KPYM_FELCA Pyruvate kinase -
RK_BOVIN Rhodopsin kinase -
UK114_CAPHI Ribonuclease -
TCPB_BOVIN T-complex protein 1 subunit beta -
TGFB1_HORSE Transforming growth factor beta-1 -
TTHY_SHEEP Transthyretin -
TPIS_BOVIN Triosephosphate isomerase -
TPM3_BOVIN Tropomyosin alpha-3 chain -
TBA1B_BOVIN Tubulin alpha-1B chain -
TBA1D_BOVIN Tubulin alpha-1D chain -
TBA3_BOVIN Tubulin alpha-3 chain -
TBA4A_BOVIN Tubulin alpha-4A chain -
TBB_PIG Tubulin beta chain -
TBB2B_BOVIN Tubulin beta-2B chain -
TBB4B_BOVIN Tubulin beta-4B chain -
TBB5_BOVIN Tubulin beta-5 chain -
TBB6_BOVIN Tubulin beta-6 chain -
VINC_PIG Vinculin -
VTDB_BOVIN Vitamin D-binding protein -
ATAT_PIG Alpha-tubulin N-acetyltransferase -
GELS_BOVIN Gelsolin -
MYH4_RABIT Myosin-4 -
PVRL1_PIG Nectin-1 -
PGM1_RABIT Phosphoglucomutase-1 -

✓: protein observed with differential abundance in milk sample from respective mammary gland from at least one ewe; -: protein not observed with differential abundance in milk sample from respective mammary gland in any ewe.

2. Experimental design, materials and methods

After intramammary inoculation of one mammary gland of ewes (n = 5) with Mannheimia haemolytica (1000–1250 cfu) performed on Day-0 (D0), mastitis was induced, as confirmed by clinical, microbiological, cytological and histopathological methods. The uninoculated mammary gland (contralateral) was used as uninfected control. Before challenge (on D0), as well as sequentially after that (on D0 + 12 h, D1, D2, D3, D4), animals were sampled. In milk samples collected from all ewes on D1, increased somatic cell counts and M. haemolytica recovery were simultaneously recorded. Histopathological confirmation of mastitis was provided by histopathological examination of mammary biopsy tissue samples performed 3 or 4 days post-challenge. Blood plasma and milk whey prepared from the samples were processed for proteomics examination.

Two-dimensional gel electrophoresis was performed by using 18 cm, pI 3–10 NL, IPG strips (Bio-Rad, Hercules, USA) [2]. Second-dimensional electrophoresis was performed on non-gradient 12% SDS-polyacrylamide gels, which were stained by colloidal Coomasie blue dye (Colloidal Blue staining kit; Thermo Fisher Scientific, Waltham, USA). Protein spots from all gels analysed were detected, aligned, matched and quantified using the PD-Quest v8.0 image processing software (Bio-Rad). Manual inspection of the spots was used to verify the accuracy of matching.

In four gels, all spots on each gel were considered as protein spots of interest for Mass Spectrometry identification. These gels were produced from following samples: (i) blood plasma sample from one ewe collected before challenge (D0), (ii-iii) two milk whey samples from two ewes from the side of the udder that was scheduled for inoculation before challenge (D0), (iv) one milk whey from one ewe from the inoculated side of the udder immediately after challenge (D0 + 12 h). ‘Full protein maps’ were produced from these four samples.

In the remaining gels, differential proteomics evaluation was performed. Protein spots of interest were detected, aligned and matched between: (i) gels from sequential blood plasma samples from ewes, (ii) gels from milk whey samples from the two mammary glands of each ewe (inoculated side versus non-inoculated side) on the same sampling point and (iii) gels from sequential milk whey samples from the mammary glands of ewes using the PD Quest v.8.0 image processing software (Bio-Rad). Differential abundance of proteins on each sampling time-point after challenge was evaluated in comparison with the respective protein before challenge (i.e., on D0). Protein decrease was defined when (i) proteins had been identified on D0, but not after challenge, or (ii) when protein spot densities after challenge were significantly lower than on D0. Protein new appearance was defined when proteins were detected only after challenge. Protein increase was defined when protein spot densities after challenge were significantly higher than on D0. Finally, protein varying abundance was defined when (i) proteins had been identified both on D0 and intermittently after challenge or (ii) protein spot densities post-challenge had not been significantly lower or higher than on D0.

Protein identification was performed by peptide mass fingerprinting. In the four gels in which all spots on each gel were considered as protein spots of interest, these were annotated by using the Melanie v.4.02 software (Swiss Institute of Bioinformatics, Lausanne, Switzerland). In the remaining gels, protein spots of interest were annotated manually using the Melanie 4.02 software and were excised from 2D-gels by use of Proteiner SPII (Bruker Daltonics, Bremen, Germany).

All excised spots were subjected to tryptic digestion. Then, peptide mixtures were analysed in a MALDI-TOF mass spectrometre (Ultraflex, Bruker Daltonics) [3]. Matching of peptides and protein searches were carried out in the MASCOT Server 2 (Matrix Science, Boston, USA). Masses of peptides were searched under ‘mammalia’, but excluding ‘Homo sapiens’ and ‘rodents’, in the UniProt Knowledge base database (UniProtKB/Swiss-Prot [release 2014 12]) [4].

Conflict of interest

The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

References

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