| Literature DB >> 29205491 |
J Labonté1, J Dubuc2, J-P Roy2, S Buczinski2.
Abstract
BACKGROUND: The downer cow syndrome (DCS) is a challenging health issue in the dairy industry. No cow-side test is available to provide an accurate prognosis for DCS cases in farm settings. HYPOTHESIS/Entities:
Keywords: Biomarker; Point of care
Mesh:
Substances:
Year: 2017 PMID: 29205491 PMCID: PMC5787165 DOI: 10.1111/jvim.14874
Source DB: PubMed Journal: J Vet Intern Med ISSN: 0891-6640 Impact factor: 3.333
Descriptive statistics of main variables of interest collected in 218 cases of downer cow syndrome on the day of inclusion in the study
| Variables | NO cows (n = 136) | PO cows (n = 82) | ||
|---|---|---|---|---|
| Median (25th–75th) | n | Median (25th–75th) | n | |
| Rectal temperature (°C) | 38.5 (38.0–38.9) | 135 | 38.6 (38.3–38.9) | 80 |
| Respiratory rate | 36 (28–44) | 131 | 38 (24–39) | 76 |
| Heart rate (BPM) | 96 (80–112) | 134 | 88 (80–100) | 78 |
| Time down | 16 (8–27) | 130 | 12 (2–36) | 77 |
| DIM | 3 (1–21) | 122 | 4 (2–62) | 72 |
| Parity | 3 (2–5) | 124 | 3 (2–4) | 74 |
| cTnI (ng/mL) | 0.80 (0.14–4.87) | 135 | 0.16 (0.03–0.58) | 74 |
| LAC (mmol/L) | 1.4 (1.0–2.8) | 135 | 1.3 (0.9–2.3) | 78 |
DCS, downer cow syndrome; NO, negative outcome; PO, positive outcome; DIM, days in milk (excluding dry cows); cTnI, cardiac troponins I; LAC, L‐lactate; BPM, beats per minute.
Exact time obtained in 207 animals; in 9 cows, decubitus was present for >24 hours without any further precision in the dataset. These animals were not counted in this table but were included in Table 2 (n = 216).
This information does not take into account dry cows (n = 15).
Results listed as median (25th‐75th percentile values).
Univariable analysis on clinical information collected on downer cows on the day of inclusion
| Variables | Class | NO cows (n) | PO cows (n) |
|
|---|---|---|---|---|
| DIM | ||||
| dry‐7 DIM | 94 | 44 | 0.06 | |
| >7 DIM | 39 | 32 | ||
| Parity | ||||
| 0‐1‐2 lactations | 34 | 24 | 0.45 | |
| >2 lactations | 90 | 50 | ||
| Time down | ||||
| ≤24 hours | 96 | 55 | 0.78 | |
| >24 hours | 40 | 25 | ||
| Mental status | ||||
| Alert | 38 | 39 | <0.01 | |
| Lethargic | 89 | 39 | ||
| Temperature | ||||
| ≤39.2°C | 116 | 69 | 0.95 | |
| >39.2°C | 19 | 11 | ||
| Respiratory rate | ||||
| ≤36 RPM | 67 | 37 | 0.70 | |
| >36 RPM | 64 | 39 | ||
| CRT | ||||
| <2 second | 116 | 75 | 0.07 | |
| ≥2 second | 17 | 4 | ||
| Dehydration | ||||
| <5% | 53 | 40 | 0.11 | |
| ≥5% | 83 | 40 | ||
| Rumen motility | ||||
| 0–1 contraction per 2 minute | 91 | 47 | 0.18 | |
| ≥2 contractions per 2 minute | 36 | 28 | ||
| Rumen contraction | ||||
| Complete | 38 | 30 | 0.34 | |
| Incomplete | 41 | 23 | ||
| Mucous membrane | ||||
| Normal | 93 | 65 | 0.05 | |
| Abnormal | 37 | 13 | ||
| Causes | ||||
| Unique MS problem | Yes | 40 | 14 | 0.05 |
| No | 94 | 65 | ||
| Unique acute mastitis problem | Yes | 17 | 15 | 0.21 |
| No | 117 | 64 | ||
| Unique metabolic problem | Yes | 25 | 18 | 0.48 |
| No | 110 | 62 |
NO, negative outcome; PO, positive outcome; DIM, days in milk; CRT, capillary refill time; MS, musculoskeletal.
Normal mucous membranes were defined as pink and moist. Other observations were defined as abnormal.
Variables retained for the multivariable logistic regression where P < 0.2.
Optimal cut‐offs for LAC, cTnI, and HR based on the maximal sum of sensitivity and specificity to predict early elimination of cows affected by downer cow syndrome
| Variables | Cut‐off value | Cows above selected cut‐off (%) | Se (%) | Sp (%) |
|
|---|---|---|---|---|---|
| LAC (mmol/L) | >4 vs ≤4 | 17.6 | 18 | 92 | 0.4 |
| cTnI (ng/mL) | >0.7 vs ≤0.7 | 42.6 | 54 | 78 | <0.01 |
| HR (bpm) | >100 vs ≤100 | 27.7 | 35 | 85 | <0.01 |
LAC, l‐lactatemia; cTnI, cardiac troponin I; HR, heart rate (beats per minute); Se, sensitivity; Sp, specificity.
Variables retained for the multivariable logistic regression with P < 0.2.
Figure 1Least squares means probability of negative outcome (NO) on cows affected by DCS, 7 days after the initial diagnosis. The least squares means are represented by dots (95% confidence intervals) and were obtained using the final multivariable regression model. NO, negative outcome; DCS, downer cow syndrome; HR, heart rate; cTnI, cardiac troponin I.
Final model for prediction of probability of negative outcome on d7 after the initial diagnosis of downer cow syndrome
| Variable | Coefficient | SE | OR | 95% CI |
|
|---|---|---|---|---|---|
| Intercept | −0.33 | 0.27 | |||
| cTnI ≤ 0.7 ng/mL | Referent | ||||
| cTnI > 0.7 ng/mL | 1.71 | 0.49 | 5.53 | 2.10–14.60 | <0.001 |
| HR ≤ 100 | Referent | ||||
| HR > 100 | 1.3 | 0.51 | 3.65 | 1.32–10.15 | 0.014 |
d7, 7 days after study inclusion; SE, standard error; OR, odds ratio; 95% CI, 95% confidence interval; LSM, least squares means; SEM, standard error means.
Figure 2Receiver operating characteristic (ROC) curve of the final logistic model to predict negative outcome of cows affected by downer cow syndrome. Se, sensitivity; Sp, specificity. The area under the ROC curve was 0.88 (95% CI, 0.78–0.98) indicating that, on average when comparing one randomly pair of downer cow with different prognosis (1 downer with negative outcome (NO) and 1 downer with positive outcome (PO)), the NO cow had 88% (95% CI, 0.78–0.98) chances of having a higher probability of NO (as determined by the model) than the PO cow.