Evidence map›Paper›PMID 34811961›Full record

ArticleCancer medicine2021

Real-world prognostic factors for survival among treated patients with metastatic pancreatic ductal adenocarcinoma.

Kenneth H Yu, Muhammet Ozer, Paul Cockrum, Andy Surinach, Shu Wang, Bong Chul Chu

Open access · goldAbstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
15citing papers in PubMed, 1 pooled it
1.0field-weighted citation impact, top 21% of its field
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

15 citing papers in PubMed, 1 synthesis or guideline pooled it, 18 citations in OpenAlex.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors at 3 institutions in 1 country.

Kenneth H YuMemorial Sloan Kettering Cancer Center and Weill Cornell Medical College, New York, New York, USA.ORCID 0000-0002-4774-2672
Muhammet OzerCapital Health Medical Center, Trenton, New Jersey, USA.
Paul CockrumIpsen, Cambridge, Massachusetts, USA.
Andy SurinachGenesis Research, Hoboken, New Jersey, USA.ORCID 0000-0002-0743-7219
Shu WangGenesis Research, Hoboken, New Jersey, USA.
Bong Chul ChuGenesis Research, Hoboken, New Jersey, USA.
Capital Health · USIpsen (United States) · USMemorial Sloan Kettering Cancer Center · US

Funding

X-RAY CRYSTALLOGRAPHYP30CA008748 · NCI · SLOAN-KETTERING INSTITUTE FOR CANCER RES · PI Hongbiao Carl Lekaye · 1985 to 2026
$347.4M
NCI NIH HHS P30 CA008748
6 · The paper itself

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

AdenocarcinomaAgedAged, 80 and overCarcinoma, Pancreatic DuctalFemaleHumansMaleMiddle AgedNeoplasm MetastasisPrognosisRetrospective StudiesSurvival Analysisantineoplastic agentselectronic health recordspancreatic ductal adenocarcinomaprognostic factorsreal-world evidencetreatment options

Identifiers

PMID34811961
PMCPMC8683530
OpenAlexW3216717512

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Registered trials

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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.