Evidence map›Paper›PMID 41171434›Full record

ArticleCancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology2026

Opportunities to Avoid Invasive Cancer by Diagnosis and Interception of Preneoplastic Lesions and Cancer Risk Conditions.

Pranoti Pradhan, Irene M Ghobrial, Catherine R Marinac, Elizabeth K O'Donnell, Sapna Syngal, Lachelle D Weeks, Timothy R Rebbeck

Abstract read
In one paragraph

Article in Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

7 authors.

Pranoti PradhanHarvard T.H. Chan School of Public Health, Boston, Massachusetts.ORCID 0000-0002-6423-0484
Irene M GhobrialDana-Farber Cancer Institute, Boston, Massachusetts.ORCID 0000-0001-7361-3092
Catherine R MarinacDana-Farber Cancer Institute, Boston, Massachusetts.ORCID 0000-0002-9128-3012
Elizabeth K O'DonnellDana-Farber Cancer Institute, Boston, Massachusetts.ORCID 0000-0002-4042-1526
Sapna SyngalDana-Farber Cancer Institute, Boston, Massachusetts.ORCID 0000-0001-5487-7471
Lachelle D WeeksDana-Farber Cancer Institute, Boston, Massachusetts.ORCID 0000-0001-8726-6212
Timothy R RebbeckHarvard T.H. Chan School of Public Health, Boston, Massachusetts.ORCID 0000-0002-4799-1900

Funding

UCLA CANCER EPIDEMIOLOGY TRAINING PROGRAMT32CA009142 · NCI · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI ZHANG, ZUO-FENG · 1986 to 2024
$6.3M
The Harvard Chan Education Program in Cancer Prevention and ControlT32CA057711 · NCI · HARVARD UNIVERSITY D/B/A HARVARD SCHOOL OF PUBLIC HEALTH · PI Karen M. Emmons, ANNE LINDSAY FRAZIER · 2019 to 2026
$3.3M
Repurposing Metformin for the Prevention of Disease Progression in Precursor Multiple MyelomaK22CA251648 · NCI · DANA-FARBER CANCER INST · PI MARINAC, CATHERINE · 2020 to 2022
$577k
Prolonged Nightly Fasting as a Behavioral Intervention for Obesity Reduction and the Prevention of Progression in Precursor Multiple MyelomaR21CA256644 · NCI · DANA-FARBER CANCER INST · PI MARINAC, CATHERINE · 2022 to 2023
$453k
Dana-Farber Cancer Institute (DFCI) NAHarvard T.H. Chan School of Public Health (HSPH) 2T32CA057711Harvard T.H. Chan School of Public Health (HSPH) 5T32CA009142-30NCI NIH HHS K22 CA251648NCI NIH HHS R21 CA256644NCI NIH HHS T32 CA009142NCI NIH HHS T32 CA057711
6 · The paper itself

Abstract

backgroundPreneoplastic lesions (PNL) represent a state intermediate between normal cells and invasive cancer. Individuals diagnosed with PNL are at increased risk of developing invasive cancer and represent a unique risk group. We estimated the proportion of invasive cancer that could be intercepted at multiple anatomic sites in individuals with PNL.

methodsUsing a literature survey of the prevalence, latency, and probability of progression of PNL to invasive cancer, we undertook a sensitivity analysis across proportions of invasive cancer from 5% to 95% that could be intercepted in a cohort of 100,000 individuals that would be avoided if PNL interception was successful. To calculate the number of avoidable invasive cancers, we used data that represent population-based, high-risk, unselected, and selected PNL case series and calculated the sensitivities and specificities of avoidable invasive cancers.

resultsSubstantial invasive cancer reductions could be achieved by the interception of PNL that precede pancreas, gastric, bladder, prostate, breast, colorectal, and skin cancers. An intermediate reduction in cancer incidence was observed for lung and oral cancers. Limited impact on the global burden of cancer with the interception of PNL is likely for cervical, liver, and esophageal cancer, as well as myeloma and leukemia. Due to the estimates representing varying populations, the impacts of a specific PNL or cancer cannot be compared with another.

conclusionsWe identified substantial variation in the impact that the interception of PNL would have on the development of invasive cancer. IMPACT: These results may guide research and implementation of studies intended to maximize the number of invasive cancers that can be avoided by the interception of PNL.

Indexed as

NeoplasmsPrecancerous ConditionsFemaleHumansMaleNeoplasm InvasivenessRisk Factors

Identifiers

PMID41171434
PMCPMC12699482

What OpenQuestion holds

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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.