Machine learning-enhanced assessment of potential probiotics from healthy calves for the treatment of neonatal calf diarrhea
2024

Using Probiotics to Treat Diarrhea in Calves

Sample size: 3 publication 10 minutes Evidence: moderate

Author Information

Author(s): Zhai Yuting, Kim Miju, Fan Peixin, Rajeev Sharath, Kim Sun Ae, Driver J. Danny, Galvão Klibs N., Boucher Christina, Jeong Kwangcheol

Primary Institution: University of Florida

Hypothesis

Probiotics derived from the gut microbiota of healthy calves can effectively cure neonatal calf diarrhea (NCD).

Conclusion

The study found that administering Limosilactobacillus reuteri strains to diarrheic calves improved their gut health and behavior.

Supporting Evidence

  • Calves treated with L. reuteri strains showed restored gut microbiota and normal feces.
  • Machine learning models identified bacterial taxa associated with improved calf health.
  • Probiotics were effective in transitioning fecal morphology from abnormal to normal.

Takeaway

This study shows that giving sick calves special bacteria from healthy calves can help them feel better and stop their diarrhea.

Methodology

The study involved whole genome sequencing, in vitro assays, and administering probiotics to calves with NCD, followed by monitoring their fecal health and gut microbiota.

Potential Biases

Potential bias in selecting calves based on diarrhea severity and prior treatment effectiveness.

Limitations

The study did not include a treatment control group due to ethical considerations regarding animal welfare.

Participant Demographics

Three diarrheic calves selected based on severity of diarrhea and prior antibiotic treatment failure.

Statistical Information

P-Value

p<0.05

Statistical Significance

p<0.05

Digital Object Identifier (DOI)

10.3389/fmicb.2024.1507537

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