From Parts to Whole: A Systems Biology Approach to Decoding Milk Fever
Milk fever, or periparturient hypocalcemia, in dairy cows has traditionally been addressed as an acute calcium deficiency, leading to interventions like supplementation and adjustments in dietary cation–anion balance. Although these measures have improved clinical outcomes, milk fever remains a wide...
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MDPI AG
2025-04-01
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| Series: | Veterinary Sciences |
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| Online Access: | https://www.mdpi.com/2306-7381/12/4/347 |
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| author | Burim N. Ametaj |
| author_facet | Burim N. Ametaj |
| author_sort | Burim N. Ametaj |
| collection | DOAJ |
| description | Milk fever, or periparturient hypocalcemia, in dairy cows has traditionally been addressed as an acute calcium deficiency, leading to interventions like supplementation and adjustments in dietary cation–anion balance. Although these measures have improved clinical outcomes, milk fever remains a widespread and economically significant issue for the dairy industry. Emerging findings demonstrate that a narrow emphasis on blood calcium concentration overlooks the complex interactions of immune, endocrine, and metabolic pathways. Inflammatory mediators and bacterial endotoxins can compromise hormone-driven calcium regulation and induce compensatory calcium sequestration, thereby worsening both clinical and subclinical hypocalcemia. Recent insights from systems biology illustrate that milk fever arises from nonlinear interactions among various physiological networks, rather than a single deficiency. Consequently, this review contends that a holistic strategy including integrating nutrition, immunology, microbiology, genetics, and endocrinology is vital for comprehensive management and prevention of milk fever. By embracing a multidisciplinary perspective, producers and veterinarians can develop more robust, customized solutions that not only safeguard animal well-being but also bolster profitability. Such an approach promises to meet the evolving demands of modern dairy operations by reducing disease prevalence and enhancing overall productivity. Tackling milk fever through integrated methods may unlock possibilities for improved herd health and sustainable dairy farming. |
| format | Article |
| id | doaj-art-8d5777fca33b4aa7acaef1e7037727fb |
| institution | DOAJ |
| issn | 2306-7381 |
| language | English |
| publishDate | 2025-04-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Veterinary Sciences |
| spelling | doaj-art-8d5777fca33b4aa7acaef1e7037727fb2025-08-20T03:13:45ZengMDPI AGVeterinary Sciences2306-73812025-04-0112434710.3390/vetsci12040347From Parts to Whole: A Systems Biology Approach to Decoding Milk FeverBurim N. Ametaj0Department of Agricultural, Food and Nutritional Science, University of Alberta, Edmonton, AB T6G 2P5, CanadaMilk fever, or periparturient hypocalcemia, in dairy cows has traditionally been addressed as an acute calcium deficiency, leading to interventions like supplementation and adjustments in dietary cation–anion balance. Although these measures have improved clinical outcomes, milk fever remains a widespread and economically significant issue for the dairy industry. Emerging findings demonstrate that a narrow emphasis on blood calcium concentration overlooks the complex interactions of immune, endocrine, and metabolic pathways. Inflammatory mediators and bacterial endotoxins can compromise hormone-driven calcium regulation and induce compensatory calcium sequestration, thereby worsening both clinical and subclinical hypocalcemia. Recent insights from systems biology illustrate that milk fever arises from nonlinear interactions among various physiological networks, rather than a single deficiency. Consequently, this review contends that a holistic strategy including integrating nutrition, immunology, microbiology, genetics, and endocrinology is vital for comprehensive management and prevention of milk fever. By embracing a multidisciplinary perspective, producers and veterinarians can develop more robust, customized solutions that not only safeguard animal well-being but also bolster profitability. Such an approach promises to meet the evolving demands of modern dairy operations by reducing disease prevalence and enhancing overall productivity. Tackling milk fever through integrated methods may unlock possibilities for improved herd health and sustainable dairy farming.https://www.mdpi.com/2306-7381/12/4/347milk feverperiparturient hypocalcemiacalcium homeostasisdairy cowsreductionismsystems biology |
| spellingShingle | Burim N. Ametaj From Parts to Whole: A Systems Biology Approach to Decoding Milk Fever Veterinary Sciences milk fever periparturient hypocalcemia calcium homeostasis dairy cows reductionism systems biology |
| title | From Parts to Whole: A Systems Biology Approach to Decoding Milk Fever |
| title_full | From Parts to Whole: A Systems Biology Approach to Decoding Milk Fever |
| title_fullStr | From Parts to Whole: A Systems Biology Approach to Decoding Milk Fever |
| title_full_unstemmed | From Parts to Whole: A Systems Biology Approach to Decoding Milk Fever |
| title_short | From Parts to Whole: A Systems Biology Approach to Decoding Milk Fever |
| title_sort | from parts to whole a systems biology approach to decoding milk fever |
| topic | milk fever periparturient hypocalcemia calcium homeostasis dairy cows reductionism systems biology |
| url | https://www.mdpi.com/2306-7381/12/4/347 |
| work_keys_str_mv | AT burimnametaj frompartstowholeasystemsbiologyapproachtodecodingmilkfever |