Evidence map›Paper›PMID 41739851›Full record

ArticleThe Journal of clinical endocrinology and metabolism2026

Hypothalamic-pituitary deficiency after radiation in childhood cancer survivors is associated with rare variants in TNS2.

Tomoko Yoshida, Fan Wang, Wonjong Moon, Sogol Mostoufi-Moab, Huiqi Wang, Achal Neupane, Jian Wang, Yadav Sapkota, Carmen L Wilson, Sedigheh Mirzaei and 8 more

Abstract read
In one paragraph

Article in The Journal of clinical endocrinology and metabolism, 2026. 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

18 authors.

Tomoko YoshidaDepartment of Epidemiology and Cancer Control, St.Jude Children's Research Hospital, Memphis, TN 38105, USA.ORCID 0000-0003-3340-7096
Fan WangDepartment of Epidemiology and Cancer Control, St.Jude Children's Research Hospital, Memphis, TN 38105, USA.
Wonjong MoonDepartment of Epidemiology and Cancer Control, St.Jude Children's Research Hospital, Memphis, TN 38105, USA.
Sogol Mostoufi-MoabDepartment of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA 19104, USA.ORCID 0000-0002-8623-1138
Huiqi WangDepartment of Epidemiology and Cancer Control, St.Jude Children's Research Hospital, Memphis, TN 38105, USA.
Achal NeupaneDepartment of Epidemiology and Cancer Control, St.Jude Children's Research Hospital, Memphis, TN 38105, USA.
Jian WangDepartment of Computational Biology, St.Jude Children's Research Hospital, Memphis, TN 38105, USA.
Yadav SapkotaDepartment of Epidemiology and Cancer Control, St.Jude Children's Research Hospital, Memphis, TN 38105, USA.ORCID 0000-0001-5943-9454
Carmen L WilsonDepartment of Epidemiology and Cancer Control, St.Jude Children's Research Hospital, Memphis, TN 38105, USA.
Sedigheh MirzaeiDepartment of Biostatistics, St.Jude Children's Research Hospital, Memphis, TN 38105, USA.ORCID 0000-0001-8240-5957
Zhaoming WangHealth Informatics Institute, Morsani College of Medicine, University of South Florida, Tampa, FL 33612, USA.
Jinghui ZhangDepartment of Computational Biology, St.Jude Children's Research Hospital, Memphis, TN 38105, USA.ORCID 0000-0003-3350-9682
Thomas E MerchantDepartment of Radiation Oncology, St.Jude Children's Research Hospital, Memphis, TN 38105, USA.ORCID 0000-0002-0412-6255
Gregory T ArmstrongDepartment of Epidemiology and Cancer Control, St.Jude Children's Research Hospital, Memphis, TN 38105, USA.
Kirsten K NessDepartment of Epidemiology and Cancer Control, St.Jude Children's Research Hospital, Memphis, TN 38105, USA.
Melissa M HudsonDepartment of Epidemiology and Cancer Control, St.Jude Children's Research Hospital, Memphis, TN 38105, USA.
Yutaka YasuiDepartment of Epidemiology and Cancer Control, St.Jude Children's Research Hospital, Memphis, TN 38105, USA.ORCID 0000-0002-7717-8638
Angela DelaneyDepartment of Epidemiology and Cancer Control, St.Jude Children's Research Hospital, Memphis, TN 38105, USA.ORCID 0000-0002-0632-6365

Funding

The St. Jude Lifetime CohortU01CA195547 · NCI · ST. JUDE CHILDREN'S RESEARCH HOSPITAL · PI HUDSON, MELISSA M, NESS, KIRSTEN KIMBERLIE · 2015 to 2024
$14.9M
Late Effects Prediction using Clinical Phenotypes and Whole Genome SequencingR01CA216354 · NCI · ST. JUDE CHILDREN'S RESEARCH HOSPITAL · PI YASUI, YUTAKA, ZHANG, JINGHUI · 2017 to 2021
$3.4M
The St. Jude Lifetime Cohort StudyU01CA301480 · NCI · ST. JUDE CHILDREN'S RESEARCH HOSPITAL · PI MELISSA M HUDSON, Kirsten Kimberlie Ness · 2025 to 2026
$2.1M
American Lebanese Syrian Associated CharitiesNCI NIH HHS R01 CA216354NCI NIH HHS U01 CA195547NCI NIH HHS U01 CA301480US National Cancer Institute U01CA195547
6 · The paper itself

Abstract

contextRadiation to the hypothalamic-pituitary (HP) region (HP-RT) is a strong risk factor for HP deficiency among childhood cancer survivors (survivors). However, there is inter-individual variability in developing HP deficiency after similar HP-RT dose exposures.

objectivesTo assess the genetic contribution to developing deficiencies of GH (GHD), LH/FSH (LH/FSHD), thyroid-stimulating hormone deficiency (thyroid-stimulating hormone deficiency [TSHD]), and ACTH (adrenocorticotropic hormone deficiency [ACTHD]) among survivors exposed to HP-RT.

methodsEligible participants included 5-year survivors exposed to HP-RT (n = 809; median follow-up 31.9 years) from the St. Jude Lifetime Cohort. We assessed the association between rare variants from whole-exome sequencing data (minor allele frequency [MAF] < 0.01, predicted to be pathogenic by functional prediction tools) and HP deficiency rate (total counts/person-year) among 801 survivors by the exact Poisson test. Genome-wide association analysis (GWAS) was conducted among 606 survivors of European ancestry with available whole-genome sequence data, targeting variants with MAF ≥ 0.01. The replication population was 1328 survivors from the Childhood Cancer Survivor Study (CCSS).

resultsCarriers of rare variants in TNS2, a ubiquitously expressed protein-coding gene including in brain, had significantly higher rates of HP deficiencies (rate ratio 2.72 [95% CI 1.81-4.09], P = 1.5 × 10-5) compared to non-carriers, which was replicated in the CCSS. This was also observed in individual HP deficiencies: LH/FSHD (3.31 [1.28-7.99]), TSHD (5.29 [2.42-11.34]), and ACTHD (3.97 [1.05-12.31]). There were no statistically significant variants in GWAS.

conclusionTNS2 may contribute to radiation-induced HP deficiencies. With further validation, screening for TNS2 variants has potential to help identify individuals who would benefit from surveillance and intervention following HP-RT.

Indexed as

Cancer SurvivorsHypopituitarismNeoplasmsRadiation InjuriesAdolescentAdultChildChild, PreschoolFemaleFollow-Up StudiesGenome-Wide Association StudyHumansMalePolymorphism, Single NucleotideYoung Adultanterior-pituitary hormonechildhood cancer survivorscranial radiationhypothalamic-pituitary deficiency

Identifiers

PMID41739851
PMCPMC13178003

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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.