Biomarker and proteome analysis of milk from dairy cows with clinical mastitis: Determining the effect of different bacterial pathogens on the response to infection

被引:1
|
作者
O'Reilly, Emily L. [1 ,2 ]
Viora, Lorenzo [1 ]
Malcata, Francisco [1 ,6 ]
Pepler, P. Theo [1 ]
Zadoks, Ruth [1 ,7 ]
Brady, Nicola [1 ]
Hanh, Han Quang [1 ,8 ]
McLaughlin, Mark [1 ]
Horvatic, Anita [3 ,4 ]
Gelemanovic, Andrea [5 ]
Kules, Josipa [4 ]
Mrljak, Vladimir [4 ]
Eckersall, P. David [1 ,4 ]
机构
[1] Univ Glasgow, Sch Biodivers One Hlth & Vet Med, Bearsden Rd, Glasgow G61 1QH, Scotland
[2] Univ Edinburgh, Coll Med & Vet Med, Edinburgh Med Sch, 1 George Sq, Edinburgh EH8 9JZ, Scotland
[3] Univ Zagreb, Fac Food Technol & Biotechnol, Pierottijeva 6, Zagreb, Croatia
[4] Univ Zagreb, Fac Vet Med, Heinzelova 55, Zagreb 10000, Croatia
[5] Mediterranean Inst Life Sci MedILS, Split 21000, Croatia
[6] Oniris, Sch Vet Med, Nantes, France
[7] Univ Sydney, Sch Vet Sci, Sydney, Australia
[8] Vietnam Natl Univ Agr, Fac Anim Sci, Hanoi, Vietnam
基金
“创新英国”项目;
关键词
Mastitis; Dairy biomarker; Acute phase; Classification tree diagnostic; ACUTE-PHASE PROTEINS; BOVINE; STAPHYLOCOCCUS; RIBONUCLEASES; CATHELICIDIN; HAPTOGLOBIN; SERUM; RNASE; HOST;
D O I
10.1016/j.rvsc.2024.105240
中图分类号
S85 [动物医学(兽医学)];
学科分类号
0906 ;
摘要
Antimicrobial usage (AMU) could be reduced by differentiating the causative bacteria in cases of clinical mastitis (CM) as either Gram -positive or Gram -negative bacteria or identifying whether the case is culture-negative (no growth, NG) mastitis. Immunoassays for biomarker analysis and a Tandem Mass Tag (TMT) proteomic investigation were employed to identify differences between samples of milk from cows with CM caused by different bacteria. A total of 94 milk samples were collected from cows diagnosed with CM across seven farms in Scotland, categorized by severity as mild (score 1), moderate (score 2), or severe (score 3). Bovine haptoglobin (Hp), milk amyloid A (MAA), C-reactive protein (CRP), lactoferrin (LF), alpha-lactalbumin (LA) and cathelicidin (CATHL) were significantly higher in milk from cows with CM, regardless of culture results, than in milk from healthy cows (all P -values <0.001). Milk cathelicidin (CATHL) was evaluated using a novel ELISA technique that utilises an antibody to a peptide sequence of SSEANLYRLLELD (aa49 -61) common to CATHL 1 -7 isoforms. A classification tree was fitted on the six biomarkers to predict Gram -positive bacteria within mastitis severity scores 1 or 2, revealing that compared to the rest of the samples, Gram -positive samples were associated with CRP < 9.5 mu g/ml and LF >= 325 mu g/ml and MAA < 16 mu g/ml. Sensitivity of the tree model was 64%, the specificity was 91%, and the overall misclassification rate was 18%. The area under the ROC curve for this tree model was 0.836 (95% bootstrap confidence interval: 0.742; 0.917). TMT proteomic analysis revealed little difference between the groups in protein abundance when the three groups (Gram -positive, Gram -negative and no growth) were compared, however when each group was compared against the entirety of the remaining samples, 28 differentially abundant protein were identified including beta-lactoglobulin and ribonuclease. Whilst further research is required to draw together and refine a suitable biomarker panel and diagnostic algorithm for differentiating Grampositive/negative and NG CM, these results have highlighted a potential panel and diagnostic decision tree. Host -derived milk biomarkers offer significant potential to refine and reduce AMU and circumvent the many challenges associated with microbiological culture, both within the lab and on the farm, while providing the added benefit of reducing turnaround time from 14 to 16 h of microbiological culture to just 15 min with a lateral flow device (LFD).
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页数:11
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