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A composite single-nucleotide polymorphism prediction signature for extranodal natural killer/T-cell lymphoma.

Publication ,  Journal Article
Tian, X-P; Ma, S-Y; Young, KH; Ong, CK; Liu, Y-H; Li, Z-H; Zhai, Q-L; Huang, H-Q; Lin, T-Y; Li, Z-M; Xia, Z-J; Zhong, L-Y; Rao, H-L; Li, M ...
Published in: Blood
August 12, 2021

Current prognostic scoring systems based on clinicopathologic variables are inadequate in predicting the survival and treatment response of extranodal natural killer/T-cell lymphoma (ENKTL) patients undergoing nonanthracyline-based treatment. We aimed to construct a classifier based on single-nucleotide polymorphisms (SNPs) for improving predictive accuracy and guiding clinical decision making. Data from 722 patients with ENKTL from international centers were analyzed. A 7-SNP-based classifier was constructed using LASSO Cox regression in the training cohort (n = 336) and further validated in the internal testing cohort (n = 144) and in 2 external validation cohorts (n = 142 and n = 100). The 7-SNP-based classifier showed good prognostic predictive efficacy in the training cohort and the 3 validation cohorts. Patients with high- and low-risk scores calculated by the classifier exhibited significantly different progression-free survival (PFS) and overall survival (OS) (all P < .001). The 7-SNP-based classifier was further proved to be an independent prognostic factor by multivariate analysis, and its predictive accuracy was significantly better than clinicopathological risk variables. Application of the 7-SNP-based classifier was not affected by sample types. Notably, chemotherapy combined with radiotherapy significantly improved PFS and OS vs radiotherapy alone in high-risk Ann Arbor stage I patients, whereas there was no statistical difference between the 2 therapeutic modalities among low-risk patients. A nomogram was constructed comprising the classifier and clinicopathological variables; it showed remarkably better predictive accuracy than either variable alone. The 7-SNP-based classifier is a complement to existing risk-stratification systems in ENKTL, which could have significant implications for clinical decision making for patients with ENKTL.

Duke Scholars

Published In

Blood

DOI

EISSN

1528-0020

Publication Date

August 12, 2021

Volume

138

Issue

6

Start / End Page

452 / 463

Location

United States

Related Subject Headings

  • Survival Rate
  • Polymorphism, Single Nucleotide
  • Middle Aged
  • Male
  • Lymphoma, Extranodal NK-T-Cell
  • Immunology
  • Humans
  • Female
  • Disease-Free Survival
  • 3213 Paediatrics
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Tian, X.-P., Ma, S.-Y., Young, K. H., Ong, C. K., Liu, Y.-H., Li, Z.-H., … Cai, Q.-Q. (2021). A composite single-nucleotide polymorphism prediction signature for extranodal natural killer/T-cell lymphoma. Blood, 138(6), 452–463. https://doi.org/10.1182/blood.2020010637
Tian, Xiao-Peng, Shu-Yun Ma, Ken H. Young, Choon Kiat Ong, Yan-Hui Liu, Zhi-Hua Li, Qiong-Li Zhai, et al. “A composite single-nucleotide polymorphism prediction signature for extranodal natural killer/T-cell lymphoma.Blood 138, no. 6 (August 12, 2021): 452–63. https://doi.org/10.1182/blood.2020010637.
Tian X-P, Ma S-Y, Young KH, Ong CK, Liu Y-H, Li Z-H, et al. A composite single-nucleotide polymorphism prediction signature for extranodal natural killer/T-cell lymphoma. Blood. 2021 Aug 12;138(6):452–63.
Tian, Xiao-Peng, et al. “A composite single-nucleotide polymorphism prediction signature for extranodal natural killer/T-cell lymphoma.Blood, vol. 138, no. 6, Aug. 2021, pp. 452–63. Pubmed, doi:10.1182/blood.2020010637.
Tian X-P, Ma S-Y, Young KH, Ong CK, Liu Y-H, Li Z-H, Zhai Q-L, Huang H-Q, Lin T-Y, Li Z-M, Xia Z-J, Zhong L-Y, Rao H-L, Li M, Cai J, Zhang Y-C, Zhang F, Su N, Li P-F, Zhu F, Xu-Monette ZY, Wong EKY, Ha JCH, Khoo LP, Ai L, Cheng R-F, Lim JQ, de Mel S, Ng S-B, Lim ST, Cai Q-Q. A composite single-nucleotide polymorphism prediction signature for extranodal natural killer/T-cell lymphoma. Blood. 2021 Aug 12;138(6):452–463.

Published In

Blood

DOI

EISSN

1528-0020

Publication Date

August 12, 2021

Volume

138

Issue

6

Start / End Page

452 / 463

Location

United States

Related Subject Headings

  • Survival Rate
  • Polymorphism, Single Nucleotide
  • Middle Aged
  • Male
  • Lymphoma, Extranodal NK-T-Cell
  • Immunology
  • Humans
  • Female
  • Disease-Free Survival
  • 3213 Paediatrics