Evidence map›Paper›PMID 40425248›Full record

ArticleBMJ open2025

Impact of race, sex and age on the probability of pancreatic cancer among patients with newly diagnosed diabetes in a claims-based cohort.

Elham Afghani, Bryan Lau, Laura K Becker, Michael Goggins, Alison P Klein

Abstract read
In one paragraph

Article in BMJ open, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed, 1 pooled it
–field-weighted citation impact
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

2 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. High IntratumoralInternational journal of molecular sciences · 2026
    Pooled it
  2. Article
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

5 authors.

Elham AfghaniDivision of Gastroenterology, Department of Medicine, The Johns Hopkins Medical Institutions, Baltimore, MD, USA.ORCID http://orcid.org/0000-0002-9014-9735
Bryan LauDepartment of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, Maryland, USA.
Laura K BeckerOptumLabs, Eden Prairie, Minnesota, USA.
Michael GogginsDivision of Gastroenterology, Department of Medicine, The Johns Hopkins Medical Institutions, Baltimore, MD, USA.ORCID http://orcid.org/0000-0002-4286-2296
Alison P KleinDivision of Gastroenterology, Department of Medicine, The Johns Hopkins Medical Institutions, Baltimore, MD, USA aklein1@jhmi.edu.ORCID http://orcid.org/0000-0003-2737-8399

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivePancreatic cancer diagnoses are frequently preceded by a new diabetes diagnosis. Screening individuals newly diagnosed with diabetes could enable the earlier detection of pancreatic cancer. We sought to estimate the risk of pancreatic cancer by age, sex, race and time since diabetes diagnosis.

designClaims-based cohort study.

settingJohns Hopkins Medicine conducted this deidentified claims-based cohort study using the Optum Labs Data Warehouse.

participantsInsurance enrollees from 1/2008-9/2018 were identified as non-diabetic or newly diagnosed diabetic. Our risk set included 4 732 313 individuals (424 129 newly diabetic) in 5 844 934 enrolment periods. PRIMARY OUTCOME MEASURES: Time to pancreatic cancer. Diabetes and cancer were defined using

resultsIndividuals with newly diagnosed diabetes were at an increased HR of pancreatic cancer, but this effect waned over time. The HR of pancreatic cancer following a diabetes diagnosis was higher in younger individuals and varied by race (lower HR in non-White individuals) (p<0.01, main effects and interactions). Thus, the probability of pancreatic cancer following a diabetes diagnosis was dependent on age, race and sex. For example, the 1-year probability of pancreatic cancer in a White male aged 75 was 0.45% (95%CI 0.41% to 0.49%) if they were newly diagnosed with diabetes and 0.090% (95%CI 0.084% to 0.096%) if they were free of diabetes. In contrast, the risk was lower at 0.15% (new-diabetic, 95% CI 0.13% to 0.16%) and 0.022% (diabetes free, 95%CI 0.020% to 0.023%) at age 55. The HR of pancreatic cancer for individuals with newly diagnosed diabetes compared with those free of diabetes was highest in the month following diagnosis (HR=14.7 and 9.6 for a 55 and 75 year old White male, respectively) but decreased in the following months, with a HR of 7.8 and 5.8 at 3 months, 5.6 and 4.1 at 6 months, and 3.9 and 2.8 at 1 year (p<0.01).

conclusionsConsideration of the age-race-sex specific probability of pancreatic cancer and time since diabetes diagnosis is necessary when evaluating the risk of pancreatic cancer following a diabetes diagnosis.

Indexed as

Diabetes MellitusPancreatic NeoplasmsAdultAgedAge FactorsCohort StudiesEarly Detection of CancerFemaleHumansInsurance Claim ReviewMaleMiddle AgedRacial GroupsRisk FactorsSex FactorsUnited StatesEpidemiologyGastrointestinal tumoursGeneral diabetesPancreatic disease

Identifiers

PMID40425248
PMCPMC12107564

What OpenQuestion holds

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LicenceCC BY-NC
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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.