Principal Component Clustering Analysis Apply to the Amino Acid Content in Antler Based on Matlab

  • Xin Zhao
  • Jing Wang
  • Yang Jiao
  • Haijiao Yu
  • Yao Qin
  • Quanming Li
  • Guogang ZhaoEmail author
Conference paper
Part of the IFIP Advances in Information and Communication Technology book series (IFIPAICT, volume 509)


The antler is a very high nutritional value of supplements, but also a very important medicine, antler occupies a very important position in Chinese medicine. Antler is rich in amino acids, which contains more than seven kinds of essential amino acids. In the organic component of antler, amino acids are the topped content of nutrients, and in them, the highest is glycine; amino acids are the basic components of living organism tissue cells, and play a pivotal role for life events. If the body lacks any kind of essential amino acids, it can cause physiological dysfunction, affecting the normal antibody metabolism, leading to disease. In the paper, it accord to the data of amino acids which contain different specifications antler herbs, analyze and compare the relationship of amino acids between sika deer antler and red deer antler using the principal component cluster analysis. The results showed that sika deer antler with red deer antler have the similar medicine effect and different essential amino acids nutrients.


Amino Amino acid Principal component cluster analysis Cluster analysis method Matlab 


  1. 1.
    Chinese Pharmacopoeia Commission. Pharmacopoeia of the people’s Republic of China. Chemical Industry Press, pp. 264–265 (2000)Google Scholar
  2. 2.
    Ni, J.: Summary of clinical application of deer products. Jilin J. Tradit. Chin. Med. 3, 33–34 (1986)Google Scholar
  3. 3.
    Chen, D., Guo, Y., Ren, W.: Character identification of 12 kinds of pilose antler medicinal materials. J. Chin. Med. Mater. 22(9), 441–444 (1999)Google Scholar
  4. 4.
    Bernhard, K., Brubacher, G., Hediger, H., Bruhin, H.: The chemical composition and structure of Deer antlers. Experientia 9, 138–140 (1953)CrossRefGoogle Scholar
  5. 5.
    Silave, A.B., Katrukha, G.S., Shampanova, O.M., Tevi, A.S.: Amino acid and mineral composition of antlers and pantocrine. Sbornik nauchnykh rabot nauchno-Issledovatel’skoi laboratot -ii Pantovogo ollenevodstva 2, 29–32 (1969)Google Scholar
  6. 6.
    Zhang, J., Yang, R., Zhang, L., Cheng, Y.: Determination of trace elements in elk antler of sika deer and red deer. Stud. Trace Elem. Health 17(4), 39–40 (2000)Google Scholar
  7. 7.
    Ding, Y., Xu, A., Shen, H.: Determination of the chemical constituents of deer antler. Spec. Wild Econ. Anim. Plant Res. 1, 36–37 (1995)Google Scholar
  8. 8.
    Chen, D., Sun, X.: Sika deer and different parts of amino acids, total phospholipids, calcium and phosphorus content of research. J. Econ. Anim. 2(3), 31–34 (1998)Google Scholar
  9. 9.
    Fan, Y.: Research Progress on chemical composition of pilose antler. Chin. Tradit. Pat. Med. 1, 23–25 (1980)Google Scholar
  10. 10.
    Li, Z., Yao, Y., Wang, Q.: Comparison of amino acid content in two branched antler and antler three branched. Amino Acids Biot. Resour. 25(1), 10–11 (2003)Google Scholar
  11. 11.
    Ma, S., Wang, Z., Li, H.: Analysis of several chemical constituents in Xingkai Lake Sika Deer. Amino Acids Biot. Resour 2, 39–42 (2003)Google Scholar
  12. 12.
    Zhang, S., Li, F.: The analysis of amino acid content of different specifications of goods in Antler. China J. Chin. Materia Med. 38(12), 1919–1923 (2013)Google Scholar

Copyright information

© IFIP International Federation for Information Processing 2019

Authors and Affiliations

  • Xin Zhao
    • 1
  • Jing Wang
    • 2
  • Yang Jiao
    • 3
  • Haijiao Yu
    • 4
  • Yao Qin
    • 4
  • Quanming Li
    • 4
  • Guogang Zhao
    • 4
    Email author
  1. 1.School of Mathematics and Big DataHuizhou UniversityHuizhouChina
  2. 2.College of Information TechnologyJilin Agricultural UniversityChangchunChina
  3. 3.Sixth Middle School in ChangchunChangchunChina
  4. 4.The City College of JLJUChangchunChina

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