ArticleHaematologica2023
The Geriatric Prognostic Index: a clinical prediction model for survival of older diffuse large B-cell lymphoma patients treated with standard immunochemotherapy.
Article in Haematologica, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers, 1 of them a synthesis that pooled it.
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Who cites it
16 citing papers in PubMed, 1 synthesis or guideline pooled it, 8 citations in OpenAlex.
- Inclusion, characteristics, and reporting of older patients in recent registration trials for DLBCL.Blood advances · 2026Pooled it
- Comorbidity Burden and Prognosis in Patients Aged 80+ Years With Large B-Cell Lymphoma.Clinical lymphoma, myeloma & leukemia · 2026Article
- A machine learning-derived sarcopenia index is associated with survival and nonrelapse mortality in DLBCL.Blood advances · 2026Article
- Older patients with lymphoma: navigating a landscape of clinical controversies and barriers to innovation.Haematologica · 2026Review
- Predicting Primary Refractory Diffuse Large B-Cell Lymphoma: A Comparison of Machine Learning Models with the IPI Score.Journal of clinical medicine · 2026Article
- A site-specific risk stratification model for extranodal diffuse large B-cell lymphoma in the oral cavity and maxillofacial region.Annals of hematology · 2026Article
- A novel prognostic model integrating host vulnerability and tumor biology for elderly patients with diffuse large B-cell lymphoma: the BAMAL score.Frontiers in oncology · 2026Article
- A deep learning-based prognostic model for diffuse large B-cell lymphoma incorporating PET/CT imaging features.Frontiers in oncology · 2026Article
- Efficacy, toxicity, and prognostic factors of rituximab plus cyclophosphamide, doxorubicin, vincristine, and prednisone in elderly patients with diffuse large B-cell lymphoma: a single-center retrospective cohort study.Frontiers in oncology · 2026Article
- Diffuse large B-cell lymphoma in the new era: prognostic tools for mapping risk.Annals of hematology · 2025Review
- A simplified frailty score predicts outcome in curatively treated older patients with classical Hodgkin lymphoma.Haematologica · 2025Article
- Validation of the simplified geriatric prognostic index in a Hellenic database of older patients (≥ 70 years old) with diffuse large B-cell lymphoma and similar disorders.Annals of hematology · 2025Article
- Development and validation of web-based risk score predicting prognostic nomograms for elderly patients with primary colorectal lymphoma: A population-based study.Journal of translational internal medicine · 2024Article
- Validation and modification of simplified Geriatric Assessment and Elderly Prognostic Index: Effective tools for older patients with diffuse large B-cell lymphoma.Cancer medicine · 2024Article
- Prognostic impact of absolute peripheral blood NK cell count after four cycles of R-CHOP-like regimen treatment in patients with diffuse large B cell lymphoma.Clinical and experimental medicine · 2023Article
- Prognostic tools for older patients with diffuse large B-cell lymphoma: complex patients require complex solutions and a personal touch.Haematologica · 2023Article
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Authors and funding
15 authors at 11 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The International prognostic Index (IPI) is the most widely used clinical prediction model for diffuse large B-cell lymphoma (DLBCL) patients treated with rituximab, cyclophosphamide, doxorubicin, vincristine and prednisone (R-CHOP), but may be suboptimal in older patients. We aimed to develop and externally validate a clinical prediction model for older, RCHOP- treated DLBCL patients by examining geriatric assessment and lymphoma-related parameters in real-world cohorts. A population-based training set of 365 R-CHOP-treated DLBCL patients ≥70 years was identified through the Cancer Registry of Norway. The external test set consisted of a population-based cohort of 193 patients. Data on candidate predictors were retrieved from the Cancer Registry and through review of clinical records. Cox regression models for 2-year overall survival were used for model selection. Activities of daily living, the Charlson Comorbidity Index, age, sex, albumin, stage, Eastern Cooperative Oncology Group performance status and lactate dehydrogenase level were identified as independent predictors and combined into a Geriatric Prognostic Index (GPI). The GPI demonstrated good discrimination (optimismcorrected C-index 0.752), and identified low-, intermediate- and high-risk groups with significantly different survivals (2- year overall survival, 94%, 65%, and 25%, respectively). At external validation, the continuous and grouped GPI demonstrated good discrimination (C-index 0.727 and 0.710, respectively) and the GPI groups had significantly different survivals (2-year overall survival 95%, 65%, and 44%, respectively). Both the continuous and grouped GPI showed better discrimination than the IPI, revised-IPI and National Comprehensive Cancer Network (NCCN)-IPI (C-index 0.621, 0.583, and 0.670, respectively). In conclusion, we have developed and externally validated a GPI for older DLBCL patients treated with R-CHOP that outperformed the IPI, revised-IPI and NCCN-IPI. A web-based calculator is available at https://wide.shinyapps. io/GPIcalculator/.
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