Epidemiology and Determinants of Survival for Primary Intestinal Non-Hodgkin Lymphoma: A Population-Based Study
Bibliographic record
Abstract
Background: Gastrointestinal tract is the most common site of extranodal non-Hodgkin lymphoma (EN-NHL). Most of the published data have been on gastric NHL with limited studies on primary intestinal non-Hodgkin lymphoma (PI-NHL) considering rare incidence. We performed epidemiological and survival analysis for PI-NHL from the Surveillance, Epidemiology, and End Results (SEER) 18 database. Methods: A total of 9,143 PI-NHL cases of age ≥ 18 years were identified from the SEER 18 database for the period 2000 - 2015. Totally, 8,568 patients were included for survival analysis. Cause-specific survival (CSS) and overall survival (OS) analysis were done for PI-NHL and PI-diffuse large B-cell lymphoma (PI-DLBCL) using sex, age of onset, treatment, histology, stage, and year of diagnosis. Survival analysis was done by using Cox proportional hazard model and Kaplan-Meier plot with log-rank test. Results: The percentage of PI-NHL of all the intestinal cancers and EN-NHL were 1.35%, and 10.52%, respectively. The age-adjusted incidence was 0.9145/100,000 population for the study population. PI-NHL was more common among patients aged ≥ 60 years, male and non-Hispanics Whites. Majority of patients were diagnosed at stage 1 and 2 (74%), and DLBCL (44.8%) was the most common histology. Overall median survival was 111 (95% confidence interval (CI): 105 - 117) months. In OS analysis, significant increased risk of mortality was seen with T-cell NHLs vs. DLBCL (hazard ratio (HR): 2.56), patients aged ≥ 60 vs. < 60 years (HR: 2.87), stage 4 vs. stage 1 (HR: 1.93), male vs. female (HR: 1.17), with best outcome seen in patient treated with combination of chemotherapy and surgery vs. none (HR: 0.45). Similar results were seen in CSS and for PI-DLBCL as well. Significant improvement in outcomes was observed for PI-DLBCL patients receiving chemotherapy with/without surgery. Conclusions: Findings from our large, population-based study reveal PI-NHL is a rare type of intestinal malignancy with significant difference in survival based on histological and epidemiological characteristics.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".