ArticleCancer medicine2021
Real-world prognostic factors for survival among treated patients with metastatic pancreatic ductal adenocarcinoma.
Article in Cancer medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
15 citing papers in PubMed, 1 synthesis or guideline pooled it, 18 citations in OpenAlex.
- Real-world clinical outcomes and economic burden of metastatic pancreatic ductal adenocarcinoma: a systematic review.Future oncology (London, England) · 2025Pooled it
- Development and validation of a machine learning model for predicting early death in metastatic pancreatic ductal adenocarcinoma: a study based on the SEER database.Translational cancer research · 2026Article
- Real-world outcomes of FOLFIRINOX versus gemcitabine plus nab-paclitaxel and prognostic factors in advanced pancreatic cancer: a retrospective cohort study.Therapeutic advances in medical oncology · 2026Article
- First-Line Modified FOLFIRINOX in Metastatic Pancreatic Cancer: Real-World Outcomes and Prognostic Factors From a Vietnamese Cohort.Clinical Medicine Insights. Oncology · 2026Article
- Outcomes of conversion surgery following chemotherapy for initially unresectable metastatic pancreatic ductal adenocarcinoma: a retrospective cohort study in Taiwan.Journal of cancer research and clinical oncology · 2025Article
- Genome-wide analyses of cell-free DNA for therapeutic monitoring of patients with pancreatic cancer.Science advances · 2025Article
- Liposomal Irinotecan: A Review as First-Line Therapy in Metastatic Pancreatic Adenocarcinoma.Drugs · 2025Review
- Costs of First-Line Treatment With FOLFIRINOX, Modified FOLFIRINOX, and Gemcitabine With Nab-Paclitaxel in Metastatic Pancreatic Ductal Adenocarcinoma.Journal of health economics and outcomes research · 2025Article
- Optimizing clinical nutrition practices: impact of a formulary prescription-based nutrition therapy protocol in surgical patients.Frontiers in nutrition · 2025Article
- NALIRIFOX in the frontline for metastatic pancreatic cancer: evidence beyond NAPOLI 3.Nature reviews. Clinical oncology · 2024Article
- Integration of liposomal irinotecan in the first-line treatment of metastatic pancreatic cancer: try to do not think about the white bear.Therapeutic advances in medical oncology · 2024Review
- A study of pharmacists-joint total parenteral nutrition in haematopoietic cell transplantation in accord with diagnosis related groups: A retrospective clinical research.Journal of pharmaceutical policy and practice · 2024Article
- Pharmacist-led standardization of total parenteral nutrition improves postoperative nutritional status in colorectal cancer patients.Annals of translational medicine · 2022Article
- A novel preoperative MRI-based radiomics nomogram outperforms traditional models for prognostic prediction in pancreatic ductal adenocarcinoma.American journal of cancer research · 2022Article
- Real-world prognostic factors for survival among treated patients with metastatic pancreatic ductal adenocarcinoma.Cancer medicine · 2021Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors at 3 institutions in 1 country.
Funding
Abstract
backgroundMany real-world studies of patients with metastatic pancreatic ductal adenocarcinoma (mPDAC) are restricted to single centers, limiting the generalizability of their insights. This study aimed to identify important population-based predictors for survival in patients diagnosed with mPDAC in a broader setting.
methodsData between 1 January 2017 and 31 December 2019 were extracted from the Flatiron Health EHR database. Treatment-specific predictive models were generated for patients treated with first-line gemcitabine+nab-paclitaxel (GNP), FOLFIRINOX, gemcitabine monotherapy (gem-mono), and second-line liposomal irinotecan-based regimens. The holdout method was used for cross-validation. Age at diagnosis, sex, BMI, smoking status, and ECOG performance score were included in all models with additional demographic, clinical characteristics, and hematological function assessed for inclusion.
resultsOf the 3625 patients, 43% received GNP, 26% received FOLFIRINOX, 7% received gem-mono, and 23% received other regimens; 40% (n = 1448) advanced to the second line. Among all first-line patients, the following were included in the final model: prior surgery, white blood cell (WBC) counts, serum albumin (SA), liver function tests (LFTs), serum bilirubin, serum carbohydrate antigen 19-9, and ascites. Models for patients receiving specific therapies differed from the overall model, GNP (ascites removed), FOLFIRINOX (stage at initial diagnosis added), and gem-mono (LFTs omitted). Alkaline phosphatase (ALP), SA, and WBC counts were important predictors of survival among patients treated with second-line liposomal irinotecan. Across all regimens, the strongest predictors of survival were ECOG score, SA, and ALP.
conclusionsIn this real-world study of patients with mPDAC, important population prognostic factors of survival were identified in a large cohort of patients receiving systemic treatment.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.