Evidence map›Paper›PMID 41063387›Full record

ArticleJournal of the National Cancer Institute2026

Heuriskance: a novel paradigm for systematic earlier detection of sporadic pancreatic cancer.

Suresh T Chari, Ziding Feng, Bechien Wu, William Fisher, Avinash Kambadakone, Ying-Qi Zhao, Anirban Maitra, Barbara Kenner, Lynn M Matrisian

Registry-linked trialAbstract read
In one paragraph

Article in Journal of the National Cancer Institute, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04662879 (A Prospective Study of Algorithm-based Screening in Patients With Glycemically Defined New Onset Diabetes to Evaluate Risk for and Earlier Detection of Pancreatic Ductal Adenocarcinoma; Early Detection Initiative), which is not on this map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–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.

NCT04662879 naactive not recruitingnot on this map

A Prospective Study of Algorithm-based Screening in Patients With Glycemically Defined New Onset Diabetes to Evaluate Risk for and Earlier Detection of Pancreatic Ductal Adenocarcinoma; Early Detection Initiative (EDI) for Pancreatic Cancer

TypeinterventionalSponsorPancreatic Cancer Action NetworkRan2021 to 2028Enrolled8,869ConditionsHyperglycemia, Diabetes Mellitus, Pancreas Ductal AdenocarcinomaArmsEnriching New-onset Diabetes for Pancreatic Cancer (ENDPAC) score, Abdominal imaging
3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Review
  2. Article
  3. 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

9 authors.

Suresh T ChariDepartment of Gastroenterology, University of Texas MD Anderson Cancer Center, Houston, TX, United States.ORCID 0000-0002-3924-0971
Ziding FengPublic Health Sciences Division, Fred Hutchinson Cancer Center, Seattle, WA, United States.ORCID 0000-0003-3051-8882
Bechien WuDepartment of Gastroenterology, Kaiser Permanente Southern California, Los Angeles, CA, United States.ORCID 0000-0002-3304-2704
William FisherDepartment of Surgery, Baylor College of Medicine, Houston, TX, United States.
Avinash KambadakoneDepartment of Radiology, Massachusetts General Hospital, Boston, MA, United States.
Ying-Qi ZhaoPublic Health Sciences Division, Fred Hutchinson Cancer Center, Seattle, WA, United States.ORCID 0000-0002-2851-2257
Anirban MaitraSheikh Ahmed Center for Pancreatic Cancer Research, University of Texas MD Anderson Cancer Center, Houston, TX, United States.ORCID 0000-0001-7923-9978
Barbara KennerKenner Family Research Fund, New York, NY, United States.ORCID 0000-0001-7665-4498
Lynn M MatrisianPancreatic Cancer Action Network, El Segundo, CA, United States.ORCID 0000-0002-5631-2826

Funding

The Early Detection Research Network: Data Management and Coordinating CenterU24CA086368 · NCI · FRED HUTCHINSON CANCER RESEARCH CENTER · PI RUTH D ETZIONI, Ziding Feng · 2010 to 2026
$75.7M
Consortium for the Study of Chronic Pancreatitis, Diabetes and Pancreatic Cancer: Coordinating and Data Management Center (CSCPDPC-CDMC)U01DK108328 · NIDDK · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI Liang Li, Suyu Liu · 2015 to 2026
$32.8M
DYSBIOTIC MICROBIOME IN PANCREATITIS, DIABETES, AND PANCREATIC CANCERU01DK108326 · NIDDK · BAYLOR COLLEGE OF MEDICINE · PI FISHER, WILLIAM E · 2015 to 2024
$5.2M
Statistics and Data Management Center (SDMC) for the NCI Cancer Screening Research Network (CSRN)UG1CA287013 · NCI · FRED HUTCHINSON CANCER CENTER · PI Ziding Feng, Katherine Adams Guthrie · 2024 to 2026
$5.0M
The Texas-Louisiana Alliance to Study Chronic Pancreatitis, Diabetes and Pancreatic CancerU01DK126365 · NIDDK · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI CHARI, SURESH T., MAITRA, ANIRBAN · 2020 to 2024
$1.9M
Accelerating biomarker development through novel statistical methods for analyzing phase III/IV studiesR01CA277133 · NCI · FRED HUTCHINSON CANCER CENTER · PI Ying Huang · 2023 to 2026
$1.6M
NCI NIH HHS R01 CA277133NCI NIH HHS U24 CA086368NCI NIH HHS UG1 CA287013NIDDK NIH HHS U01 DK108326NIDDK NIH HHS U01 DK108328NIDDK NIH HHS U01 DK126365NIH HHS 2U24CA-086368NIH HHS 5UG1 CA287013NIH HHS U01DK108326NIH HHS U01DK108328NIH HHS U01DK126365Pancreatic Cancer Action NetworkSheikh Khalifa bin Zayed Foundation
6 · The paper itself

Abstract

Early detection is key to improving survival and mortality from pancreatic cancer. Traditional periodic screening for cancer in an asymptomatic population is infeasible and not recommended for this low-incidence disease. We describe a novel approach we call "heuriskance" (hyou-ris-kance), wherein a systematic search for and 1-time workup of a "heurisk" (hyou-risk) leads to earlier detection of cancer. A heurisk is an early-warning sign with 3 defining characteristics: (1) the individual has a higher-than-threshold probability of having prevalent invasive cancer, (2) it is associated with a meaningful lead time to diagnosis, and (3) it is identifiable by a systematic and scalable process in the population. Heuriskance aims to systematically detect cancer with clinically meaningful lead time to clinical diagnosis, minimize the proportion of patients with advanced disease, and maximize treatment options, leading to increases in lead time-adjusted 1-, 3-, and 5- year survival. A specific example of a heurisk for pancreatic cancer is glycemically defined new-onset diabetes and the Early Detection Initiative for Pancreatic Cancer (ClinicalTrials.gov identifier NCT04662879) an example of glycemically defined new-onset diabetes-based heuriskance. As heuriskance has no precedent, we provide (1) a tiered risk stratification approach (Define-Enrich-Find), (2) metrics for choosing a heurisk, (3) success metrics for strategy, and (4) phases 1-5 for evaluating the strategy in retrospective and prospective studies. Like all current cancer therapies, heuriskance aims to iteratively improve survival from a fatal disease using a pragmatic, evidence-based, systematic approach to its earlier detection. We apply the concept of heuriskance to pancreatic cancer, but it could be extended to other cancer types.

Indexed as

Early Detection of CancerPancreatic NeoplasmsHumansMass ScreeningRisk Assessment

Identifiers

PMID41063387
PMCPMC12668594

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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.