A novel prognostic model for primary central nervous system lymphoma incorporating clinico-laboratory parameters.
[BACKGROUND] This study aimed to identify prognostic factors in patients with newly diagnosed primary central nervous system lymphoma (PCNSL) treated with high-dose methotrexate-based therapy and to d
- 표본수 (n) 280
- p-value P < 0.05
- p-value P < 0.001
- 95% CI 101.0-120.0
- 추적기간 106.0 months
APA
Shin Y, Hyung J, et al. (2026). A novel prognostic model for primary central nervous system lymphoma incorporating clinico-laboratory parameters.. Neuro-oncology, 28(3), 741-751. https://doi.org/10.1093/neuonc/noaf275
MLA
Shin Y, et al.. "A novel prognostic model for primary central nervous system lymphoma incorporating clinico-laboratory parameters.." Neuro-oncology, vol. 28, no. 3, 2026, pp. 741-751.
PMID
41339285
Abstract
[BACKGROUND] This study aimed to identify prognostic factors in patients with newly diagnosed primary central nervous system lymphoma (PCNSL) treated with high-dose methotrexate-based therapy and to develop a novel risk-stratification model using easily measurable clinical and laboratory parameters.
[METHODS] A total of 451 patients with newly diagnosed PCNSL were identified from a prospective registry at Asan Medical Center, Seoul. Patients were randomly assigned to a training cohort (N = 280; October 2002-August 2019) and an independent validation cohort (N = 171; September 2019-December 2023).
[RESULTS] With a median follow-up of 106.0 months (95% CI, 101.0-120.0), the median overall survival (OS) in the training cohort was 46.1 months (95% CI, 34.9-57.6). Independent predictors of worse OS (P < 0.05) included age ≥65 years, high serum β2-microglobulin levels (≥1.8 mg/L), elevated serum lactate dehydrogenase, and Eastern Cooperative Oncology Group (ECOG) performance status >1. These four factors were combined to form the ABLE score, which stratified patients into low- (0 risk factors), intermediate- (1 risk factor), and high-risk (≥2 risk factors) groups. In the training cohort, median OS was 109.0, 49.0, and 18.0 months, respectively (P < 0.001). Validation in the independent cohort confirmed significant prognostic discrimination, with median OS of not reached, 53.1, and 19.0 months for each risk group (P < 0.001). Comparative analyses demonstrated that the ABLE model showed improved discrimination compared with existing systems. Bootstrap validation (N = 451) yielded an optimism-corrected C-index of 0.656 (95% CI, 0.628-0.685).
[CONCLUSIONS] The ABLE risk-stratification model can effectively differentiate prognostic subgroups in patients with PCNSL.
[METHODS] A total of 451 patients with newly diagnosed PCNSL were identified from a prospective registry at Asan Medical Center, Seoul. Patients were randomly assigned to a training cohort (N = 280; October 2002-August 2019) and an independent validation cohort (N = 171; September 2019-December 2023).
[RESULTS] With a median follow-up of 106.0 months (95% CI, 101.0-120.0), the median overall survival (OS) in the training cohort was 46.1 months (95% CI, 34.9-57.6). Independent predictors of worse OS (P < 0.05) included age ≥65 years, high serum β2-microglobulin levels (≥1.8 mg/L), elevated serum lactate dehydrogenase, and Eastern Cooperative Oncology Group (ECOG) performance status >1. These four factors were combined to form the ABLE score, which stratified patients into low- (0 risk factors), intermediate- (1 risk factor), and high-risk (≥2 risk factors) groups. In the training cohort, median OS was 109.0, 49.0, and 18.0 months, respectively (P < 0.001). Validation in the independent cohort confirmed significant prognostic discrimination, with median OS of not reached, 53.1, and 19.0 months for each risk group (P < 0.001). Comparative analyses demonstrated that the ABLE model showed improved discrimination compared with existing systems. Bootstrap validation (N = 451) yielded an optimism-corrected C-index of 0.656 (95% CI, 0.628-0.685).
[CONCLUSIONS] The ABLE risk-stratification model can effectively differentiate prognostic subgroups in patients with PCNSL.
MeSH Terms
Humans; Male; Female; Central Nervous System Neoplasms; Prognosis; Aged; Middle Aged; Survival Rate; Follow-Up Studies; Adult; Lymphoma; Antineoplastic Combined Chemotherapy Protocols; Prospective Studies; Aged, 80 and over; Methotrexate; Young Adult
같은 제1저자의 인용 많은 논문 (4)
- Ten-Year Follow-up Clinical Outcomes and the Role of Adjuvant Chemotherapy in HER2-Positive Patients with Microinvasive Breast Cancer.
- Immune checkpoint inhibition in breast cancer: targeting PD-1/PD-L1 pathway for therapeutic advances.
- Data augmentation method for computer-aided diagnosis using specular reflection.
- Artificial Intelligence-Powered Quality Assurance: Transforming Diagnostics, Surgery, and Patient Care-Innovations, Limitations, and Future Directions.