Evidence map›Paper›PMID 41308028›Full record

ArticleCancer medicine2025

Identifying Patterns of Late Effects With Latent Class Analysis Among Adolescent and Young Adult Thyroid Cancer Survivors in California and Utah.

Judy Y Ou, Theresa Keegan, Qian W Li, Heydon K Kaddas, Renata Abrahão, Ann Brunson, Candice A M Sauder, Jessica Chubak, Lawrence H Kushi, Erin E Hahn and 3 more

Abstract read
In one paragraph

Article in Cancer medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

13 authors.

Judy Y OuHuntsman Cancer Institute at the University of Utah, Salt Lake City, Utah, USA.ORCID https://orcid.org/0000-0001-7326-067X
Theresa KeeganUniversity of California, Davis Comprehensive Cancer Center, Sacramento, California, USA.
Qian W LiUniversity of California, Davis Comprehensive Cancer Center, Sacramento, California, USA.
Heydon K KaddasHuntsman Cancer Institute at the University of Utah, Salt Lake City, Utah, USA.
Renata AbrahãoUniversity of California, Davis Comprehensive Cancer Center, Sacramento, California, USA.
Ann BrunsonUniversity of California, Davis Comprehensive Cancer Center, Sacramento, California, USA.
Candice A M SauderUniversity of California, Davis Comprehensive Cancer Center, Sacramento, California, USA.ORCID https://orcid.org/0000-0001-6869-8634
Jessica ChubakKaiser Permanente Washington Health Research Institute, Seattle, Washington, USA.ORCID https://orcid.org/0000-0003-1630-9021
Lawrence H KushiKaiser Permanente Northern California Division of Research, Pleasanton, California, USA.
Erin E HahnDepartment of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California, USA.ORCID https://orcid.org/0000-0002-8419-2331
Chun ChaoDepartment of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California, USA.ORCID https://orcid.org/0000-0002-6072-4954
Hazel B NicholsDepartment of Epidemiology, University of North Carolina Gillings School of Global Public Health, Chapel Hill, North Carolina, USA.ORCID https://orcid.org/0000-0003-0972-1560
Anne C KirchhoffHuntsman Cancer Institute at the University of Utah, Salt Lake City, Utah, USA.

Funding

UTAH REGIONAL CANCER CENTERP30CA042014 · NCI · UTAH STATE HIGHER EDUCATION SYSTEM--UNIVERSITY OF UTAH · PI Jared P Rutter · 1986 to 2026
$72.6M
Project 3: Chronic Medical Conditions and Late Effects in the AYA Cancer PopulationP01CA233432 · NCI · KAISER FOUNDATION RESEARCH INSTITUTE · PI CHUBAK, JESSICA, HAHN, ERIN ELIZABETH · 2020 to 2025
$10.5M
NCI NIH HHS HHSN261201800009CNCI NIH HHS HHSN261201800009INCI NIH HHS HHSN261201800015CNCI NIH HHS HHSN261201800015INCI NIH HHS HHSN261201800016CNCI NIH HHS HHSN261201800016INCI NIH HHS HHSN261201800032CNCI NIH HHS HHSN261201800032INCI NIH HHS P01 CA233432NCI NIH HHS P01CA233432NCI NIH HHS P30 CA042014
6 · The paper itself

Abstract

introductionThyroid cancer is one of the most common cancers in adolescents and young adults (AYA, 15 to 39 years), with an excellent 5-year survival of 98%. However, treatments for thyroid cancer such as radioactive iodine and thyroid hormone suppression may increase the risk for multiple late effects (LEs). We investigated the incidence of severe LE that clustered in AYA thyroid cancer survivors in a large population-based cohort.

methodsCalifornia and Utah Cancer Registry records identified AYAs diagnosed with first thyroid cancer during 2006-2018 linked to statewide hospitalization, ambulatory surgery, and emergency department data. Cohort entry began 2 years from diagnosis. Severe LE included cardiovascular, respiratory, renal, and liver diseases, diabetes, and second cancers. Cumulative incidence of each LE, accounting for the competing risk of death, was calculated. Latent class analysis (LCA) identified clustering of LE over the study period. The number of LE classes was identified by selecting models with the lowest likelihood-ratio G

resultsOf 14,268 survivors, median follow-up time was 7 years. The LCA model identified 3 classes: 88% with low LEs, 9% experiencing moderate LEs with elevated probability of diabetes, liver, and respiratory conditions, and the remaining 3% experiencing the highest probability of all LEs, including cardiovascular disease. Non-Hispanic (nH)-Black and Hispanic survivors, those on public insurance, residing in lower socioeconomic status neighborhoods, or diagnosed with distant stage disease experience greater odds of being in the moderate and cardiovascular classes.

conclusionWhile most survivors of AYA thyroid cancer have a low incidence of LEs, a small proportion have a high probability of multiple morbidities. Multidisciplinary survivorship care should include identifying and supporting thyroid cancer survivors at higher risk for developing multiple LEs through early screening.

Indexed as

Cancer SurvivorsThyroid NeoplasmsAdolescentAdultCaliforniaCardiovascular DiseasesFemaleHumansIncidenceMaleRegistriesRisk FactorsUtahYoung Adultadolescentlate effectsthyroid

Identifiers

PMID41308028
PMCPMC12659762

What OpenQuestion holds

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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.