Construction and analysis of tree models for chromosomal classification of diffuse large B-cell lymphomas.

@article{citeulike:2169736, abstract = {AIM: To construct tree models for classification of diffuse large B-cell lymphomas (DLBCL) by chromosome copy numbers, to compare them with cDNA microarray classification, and to explore models of multi-gene, multi-step and multi-pathway processes of DLBCL tumorigenesis. METHODS: Maximum-weight branching and distance-based models were constructed based on the comparative genomic hybridization (CGH) data of 123 DLBCL samples using the established methods and software of Desper et al. A maximum likelihood tree model was also used to analyze the data. By comparing with the results reported in literature, values of tree models in the classification of DLBCL were elucidated. RESULTS: Both the branching and the distance-based trees classified DLBCL into three groups. We combined the classification methods of the two models and classified DLBCL into three categories according to their characteristics. The first group was marked by +Xq, +Xp, -17p and +13q; the second group by +3q, +18q and +18p; and the third group was marked by -6q and +6p. This chromosomal classification was consistent with cDNA classification. It indicated that -6q and +3q were two main events in the tumorigenesis of lymphoma. CONCLUSION: Tree models of lymphoma established from CGH data can be used in the classification of DLBCL. These models can suggest multi-gene, multi-step and multi-pathway processes of tumorigenesis. Two pathways, -6q preceding +6q and +3q preceding +18q, may be important in understanding tumorigenesis of DLBCL. The pathway, -6q preceding +6q, may have a close relationship with the tumorigenesis of non-GCB DLBCL.}, address = {Department of General Surgery, General Hospital of Shenyang Military Region, Shenyang, China.}, author = {Jiang, H. Y. and Huang, Z. X. and Zhang, X. F. and Desper, R. and Zhao, T. }, citeulike-article-id = {2169736}, issn = {1007-9327}, journal = {World J Gastroenterol}, month = {March}, number = {11}, pages = {1737--1742}, posted-at = {2007-12-26 10:30:01}, priority = {2}, title = {Construction and analysis of tree models for chromosomal classification of diffuse large B-cell lymphomas.}, url = {http://view.ncbi.nlm.nih.gov/pubmed/17461480}, volume = {13}, year = {2007} }

TY - JOUR ID - citeulike:2169736 L3 - citeulike-article-id:2169736 TI - Construction and analysis of tree models for chromosomal classification of diffuse large B-cell lymphomas. JF - World J Gastroenterol VL - 13 IS - 11 SP - 1737 EP - 1742 AD - Department of General Surgery, General Hospital of Shenyang Military Region, Shenyang, China. SN - 1007-9327 N2 - AIM: To construct tree models for classification of diffuse large B-cell lymphomas (DLBCL) by chromosome copy numbers, to compare them with cDNA microarray classification, and to explore models of multi-gene, multi-step and multi-pathway processes of DLBCL tumorigenesis. METHODS: Maximum-weight branching and distance-based models were constructed based on the comparative genomic hybridization (CGH) data of 123 DLBCL samples using the established methods and software of Desper et al. A maximum likelihood tree model was also used to analyze the data. By comparing with the results reported in literature, values of tree models in the classification of DLBCL were elucidated. RESULTS: Both the branching and the distance-based trees classified DLBCL into three groups. We combined the classification methods of the two models and classified DLBCL into three categories according to their characteristics. The first group was marked by +Xq, +Xp, -17p and +13q; the second group by +3q, +18q and +18p; and the third group was marked by -6q and +6p. This chromosomal classification was consistent with cDNA classification. It indicated that -6q and +3q were two main events in the tumorigenesis of lymphoma. CONCLUSION: Tree models of lymphoma established from CGH data can be used in the classification of DLBCL. These models can suggest multi-gene, multi-step and multi-pathway processes of tumorigenesis. Two pathways, -6q preceding +6q and +3q preceding +18q, may be important in understanding tumorigenesis of DLBCL. The pathway, -6q preceding +6q, may have a close relationship with the tumorigenesis of non-GCB DLBCL. AU - Jiang, HY AU - Huang, ZX AU - Zhang, XF AU - Desper, R AU - Zhao, T PY - 2007/03/21/ UR - http://view.ncbi.nlm.nih.gov/pubmed/17461480 ER -