TY - JOUR
T1 - Construction of phylogenetic tree using neighbor joining algorithms to identify the host and the spreading of SARS epidemic
AU - Isa Irawan, Mohammad
AU - Amiroch, Siti
N1 - Publisher Copyright:
© 2005 - 2015 JATIT & LLS. All rights reserved.
PY - 2015/1/31
Y1 - 2015/1/31
N2 - The epidemic of SARS is a dramatic example of how quickly the virus spread throughout the world. The pattern of spread of the SARS virus can be likened to a tree called a phylogenetic tree. All of SARS virus related to one another are connected to a network that is transmitted from one individual to another. The results of this branching process to determine the beginning of the epidemic as well as the host of the corona virus. To construct a phylogenetic tree takes inputs in the form of a distance matrix. In this study the distance matrix is derived from the alignments between sequence by using Super Pairwise Alignment (SPA). The output of the alignment is in the form of number of differences of sequences that determine in genetic distance. From the distance matrix, the genetic distance is converted to evolutionary distances using the Jukes Cantor model of which was established by phylogenetic tree by using the neighbor joining algorithm. From the results of the phylogenetic tree formation are known as host SARS Co-V is a palm civet with evolutionary distance of 0.1314. The epidemic began on December 16, 2002 in Guangzhou of South China and then spread to Zhongshan. Rallying point of the epidemic in Guangzhou Hospital and the Metropole hotel subsequently spread to Hanoi, Toronto, Singapore, Taiwan, and Hong Kong so that SARS to be international case. Furthermore, from the result of alignments of hosts and human SARS Co-V with SPA is known that the mutation is a mutation that occurs with type I protein replacement at position 77, 139, 147, 244, 344, 360, 472, 480, 487, 577, 609, 613, 665, 765, 778, and 1163.
AB - The epidemic of SARS is a dramatic example of how quickly the virus spread throughout the world. The pattern of spread of the SARS virus can be likened to a tree called a phylogenetic tree. All of SARS virus related to one another are connected to a network that is transmitted from one individual to another. The results of this branching process to determine the beginning of the epidemic as well as the host of the corona virus. To construct a phylogenetic tree takes inputs in the form of a distance matrix. In this study the distance matrix is derived from the alignments between sequence by using Super Pairwise Alignment (SPA). The output of the alignment is in the form of number of differences of sequences that determine in genetic distance. From the distance matrix, the genetic distance is converted to evolutionary distances using the Jukes Cantor model of which was established by phylogenetic tree by using the neighbor joining algorithm. From the results of the phylogenetic tree formation are known as host SARS Co-V is a palm civet with evolutionary distance of 0.1314. The epidemic began on December 16, 2002 in Guangzhou of South China and then spread to Zhongshan. Rallying point of the epidemic in Guangzhou Hospital and the Metropole hotel subsequently spread to Hanoi, Toronto, Singapore, Taiwan, and Hong Kong so that SARS to be international case. Furthermore, from the result of alignments of hosts and human SARS Co-V with SPA is known that the mutation is a mutation that occurs with type I protein replacement at position 77, 139, 147, 244, 344, 360, 472, 480, 487, 577, 609, 613, 665, 765, 778, and 1163.
KW - Neighbor joining algorithm
KW - Phylogenetic tree
KW - SARS coronavirus
KW - Super pairwise alignment
UR - http://www.scopus.com/inward/record.url?scp=84921978241&partnerID=8YFLogxK
M3 - Article
AN - SCOPUS:84921978241
SN - 1992-8645
VL - 71
SP - 424
EP - 429
JO - Journal of Theoretical and Applied Information Technology
JF - Journal of Theoretical and Applied Information Technology
IS - 3
ER -