收藏切换
Data Mining-based Analysis of Prescription Drug Patterns and Clinical Efficacy Validation of Core Drugs for the Treatment of Mastitis in Dairy Cows
收藏切换
Juncheng HAN1, Jianyu LÜ2, Chao HAN2, Qingyu ZHAO2, Yuanyuan WEI2, Xiaosong ZHANG2, Zhuo CHEN2, Tingting CHEN2, Yimeng FAN2, Zhihui HAO1, 2, 3
Acta Veterinaria et Zootechnica Sinica | 2026, 57(2) : 1124 - 1136
Less
收藏切换
Acta Veterinaria et Zootechnica Sinica | 2026, 57(2): 1124-1136
• CLINICAL VETERINARY MEDICINE •
Data Mining-based Analysis of Prescription Drug Patterns and Clinical Efficacy Validation of Core Drugs for the Treatment of Mastitis in Dairy Cows
Full
Juncheng HAN1, Jianyu LÜ2, Chao HAN2, Qingyu ZHAO2, Yuanyuan WEI2, Xiaosong ZHANG2, Zhuo CHEN2, Tingting CHEN2, Yimeng FAN2, Zhihui HAO1, 2, 3
Affiliations
  • 1.College of Veterinary Medicine,Xinjiang Agricultural University/Xinjiang Key Laboratory of New Drug Research and Development for Herbivorous Animals,Urumqi 830052,China
  • 2.Innovation Center of Chinese Veterinary Medicine,College of Veterinary Medicine,China Agricultural University,Beijing 100193,China
  • 3.Yantai Research Institute,China Agricultural University,Yantai 264670,China
Published: 2026-02-23 doi: 10.11843/j.issn.0366-6964.2026.02.045
Outline
收藏切换

This study aimed to analyze the medication law of the core medication for the treatment of dairy cow mastitis prescription. This study used Excel and GraphPad Prism software to analyze the basic information of the prescription for the treatment of dairy cow mastitis. IBM Spss Statistics 26.0, IBM Spss Modeler, and Cytoscape software were used for analyzing the performance and association of Chinese herbal medicines in the prescription. Data mining was conducted using association rules with IBM SPSS Statistics 26, IBM SPSS Modeler, and Cytoscape software to identify the core drugs. The clinical efficacy of the core drug dandelion was also validated. The results showed that a total of 239 prescriptions were included in the analysis, involving 185 different traditional Chinese medicines. The total frequency of drug use was 2 317. The core drugs identified were dandelion, angelica, licorice, honeysuckle and forsythia, with a frequency of ≥100 times. These drugs have different properties, including cold, warm, bitter, sweet, and pungent, and mainly belong to the liver, stomach, and lung meridians. The combination of dandelion-Zingiber officinale, honeysuckle drug pair had the highest confidence. Cluster analysis categorized the core drug into 7 groups, with dandelion being the most central drug in its use.Clinical efficacy tests demonstrated that the core drug, dandelion, significantly reduced the number of somatic cells in the milk of cows with subclinical mastitis and showed a good therapeutic effect on subclinical mastitis in dairy cows. In this study, dandelion was identified as the core drug for the treatment of dairy cow mastitis. This provides a reference for scientifically guiding the rational use of medication in the clinical treatment of dairy cow mastitis, as well as offering data support for the development of Chinese veterinary medicine for the prevention and treatment of dairy cow mastitis.

data mining  /  dairy cow mastitis  /  dandelion  /  dosing pattern  /  clinical efficacy
韩俊成, 吕建雨, 韩超, 赵卿宇, 魏媛媛, 张晓松, 陈卓, 陈婷婷, 樊艺萌, 郝智慧. 基于数据挖掘分析治疗奶牛乳房炎处方用药规律及核心药物临床疗效验证. 畜牧兽医学报, 2026 , 57 (2) : 1124 -1136 . DOI: 10.11843/j.issn.0366-6964.2026.02.045
Juncheng HAN, Jianyu LÜ, Chao HAN, Qingyu ZHAO, Yuanyuan WEI, Xiaosong ZHANG, Zhuo CHEN, Tingting CHEN, Yimeng FAN, Zhihui HAO. Data Mining-based Analysis of Prescription Drug Patterns and Clinical Efficacy Validation of Core Drugs for the Treatment of Mastitis in Dairy Cows[J]. Acta Veterinaria et Zootechnica Sinica, 2026 , 57 (2) : 1124 -1136 . DOI: 10.11843/j.issn.0366-6964.2026.02.045
Year 2026 volume 57 Issue 2
182
85
Cite this Article
BibTeX
Article Info
doi: 10.11843/j.issn.0366-6964.2026.02.045
  • Receive Date:2025-05-06
  • Online Date:2026-09-16
  • Published:2026-02-23
Article Data
Affiliations
History
  • Received:2025-05-06
Funding
Affiliations
    1.College of Veterinary Medicine,Xinjiang Agricultural University/Xinjiang Key Laboratory of New Drug Research and Development for Herbivorous Animals,Urumqi 830052,China
    2.Innovation Center of Chinese Veterinary Medicine,College of Veterinary Medicine,China Agricultural University,Beijing 100193,China
    3.Yantai Research Institute,China Agricultural University,Yantai 264670,China

Corresponding:

HAO Zhihui, E-mail:
References
Share
https://castjournals.cast.org.cn/joweb/xmsyxb/EN/10.11843/j.issn.0366-6964.2026.02.045
Share to
QR

Scan QR to access full text

Cite this article
BibTeX
Citations
表12种不同金属材料的力学参数
科
Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)
属
Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
关闭全屏
  • BibTeX
  • EndNote
  • RefWorks
  • TxT