← Back to all signals
RESEARCH PAPER ANALYSIS

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

AI interpretation is pending for this paper.

Open original publication →
PMID41739851
JournalThe Journal of clinical endocrinology and metabolism
Publication Date2026-07-15
Ingested2026-08-02 12:07 AM
EXECUTIVE SUMMARY

What the AI sees

Not AI summarized yet.

WHY IT MATTERS

Research significance

Pending deeper interpretation.

ABSTRACT

Source abstract

CONTEXT: Radiation 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. OBJECTIVES: To 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. METHODS: Eligible 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). RESULTS: Carriers 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. CONCLUSION: TNS2 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.

SUPPORTING PAPER SET

32 more papers to review

Ranked by current scoring engine
1 Preference of Traditional Chinese Medicine Service Utilization Among Cancer Patients in China: A Discrete Choice Experiment. Integrative cancer therapies 63.4 2 Insights from strengthening perinatal hepatitis b prevention in healthcare facilities in Delta State, Nigeria: A prospective, pilot implementation intervention. Sage open chronic disease 63.4 3 Osteoid Osteoma Mimicking Brachial Plexopathy in a Child. Oman medical journal 60.0 4 The adjunctive use of Bifidobacterium Quadruple Viable Bacteria with interferon in pediatric acute enteritis: inhibition of gut hormones, pain mediators, and systemic inflammation. American journal of translational research 66.0 5 Balloon-Assisted Squid 12 Embolization of a Renal Angiomyolipoma With Imaging Findings Suggestive of Arteriovenous Communication: A Technical Report. Cureus 57.5 6 Advanced Paternal Age: Implications on Fertility, Pregnancy Outcomes, and Offspring Health. The journal of obstetrics and gynaecology research 71.5 7 Long-Term or Recurrent Antibiotic Use During Childhood or Adolescence and the Risk of Kidney Cancer: A Cohort Study. Cancer medicine 64.0 8 Use of Noninvasive Biomarker Tests vs. FibroScan for Predicting Significant Fibrosis in Egyptian Pediatric Cancer Survivors with Chronic Hepatitis C Virus Infection. Pediatric gastroenterology, hepatology & nutrition 63.25 9 Integrative network toxicology and transcriptomic analyses identify DCP1B and HAS2 as key prognostic biomarkers in formaldehyde-associated Wilms tumor. The Journal of international medical research 61.05 10 Programmed cell death evasion in BRAF V600E-driven primary CNS tumors and thyroid cancer brain metastases. Frontiers in neurology 56.0 11 Mycosis fungoides in a Mexican pediatric series: Clinical, immunophenotypic, and therapeutic features. Revista medica del Instituto Mexicano del Seguro Social 64.14 12 [Dermatoscopic "sky full of stars" pattern in a congenital melanocytic nevus with follicular distribution]. Revista medica del Instituto Mexicano del Seguro Social 47.5 13 MGA::NUTM1 fusion sarcoma: expanding the spectrum of NUT-rearranged sarcomas with extensive review of the literature. American journal of clinical pathology 69.1 14 Clinical and pathological characteristics of congenital neuroblastoma in 15 Chinese infants: a retrospective analysis from a single-center. Frontiers in medicine 62.6 15 Single-cell transcriptomic analysis reveals fatty acid metabolic heterogeneity and identifies DKK1 as a candidate prognostic factor in osteosarcoma. Frontiers in endocrinology 65.5 16 Age-stratified adverse-event reporting signals of seven ALK/ROS1 tyrosine kinase inhibitors in FAERS: a disproportionality and time to onset study. Frontiers in pharmacology 72.86 17 Impaired bone health after pediatric acute lymphoblastic leukemia treatment despite normal DXA: insights from high-resolution peripheral quantitative computed tomography. Frontiers in endocrinology 65.84 18 The success-failure inversion in modern medicine. Frontiers in public health 60.5 19 High prevalence of gonadal dysfunction in pediatric sarcoma survivors: insights from hormonal and clinical markers. Frontiers in pediatrics 67.1 20 Rule-derived preoperative inflammatory-lymphocyte recovery phenotype and pathological response in resected osteosarcoma: a retrospective cohort study. Frontiers in immunology 76.62 21 Advances in tumor necrosis factor-α inhibitors for the treatment of juvenile idiopathic arthritis-associated uveitis. Frontiers in immunology 70.2 22 Amphotericin B Colloidal Dispersion Is Effective and Safe for the Treatment of Invasive Aspergillosis in Chinese Patients with Hematologic Disease: A Multicenter, Prospective, Observational, Real-World Study. Drug design, development and therapy 73.34 23 Time of diagnosis of congenital upper limb anomalies: a cohort study of 703 patients from a local registry in Norway. Acta orthopaedica 63.5 24 Health risk assessment of radon concentrations and water quality parameters in drinking well water of Erbil villages. Applied radiation and isotopes : including data, instrumentation and methods for use in agriculture, industry and medicine 58.7 25 Manufacturing cost analysis and exploratory economic evaluation of natural killer cell immunotherapy for paediatric solid tumors. Clinical & translational immunology 68.52 26 Large Undifferentiated Sarcoma of the Liver: A Rare Case Report and Literature Review. Clinical case reports 47.4 27 Beyond Immediate Release: FDM-Printed Pediatric 6-Mercaptopurine Chewable Tablets with Spontaneous In Situ Nanostructure Formation. AAPS PharmSciTech 63.4 28 Children's participation in assent to paediatric oncology research: experiences of children, siblings and parents. Trials 58.5 29 Single and multiple oral giant cell fibromas: a case report and review of the literature. Journal of medical case reports 53.0 30 Heavy Metal Concentrations and Health Risk Assessment of Melon Seeds (Citrullus lanatus) From Selected Markets in Ghana. International journal of food science 56.0 31 Role-play in graduate genetic counseling education: a practicum experience in South Korea. Ewha medical journal 56.0 32 Family-centred psycho-oncological counselling for parents with cancer: a longitudinal secondary data analysis of psychological distress, family functioning and parental concerns. BMC cancer 59.5
PATIENT-FRIENDLY SUMMARY

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

For education only—not personal medical advice.

Before you continue

AI-assisted research information

Neurocompute uses AI to summarize scientific papers, interpret research signals, and suggest relevant reference links. AI-generated content can be incomplete, misleading, or wrong, and generated links may be irrelevant or unavailable.

Our reviewed outputs have performed strongly to date, but past accuracy is not a guarantee. Verify summaries, scores, claims, and links against the original publication before relying on them.

This platform is for research and education only. It does not provide medical advice, diagnosis, treatment recommendations, or clinical guidance.

Pediatric cancer research intelligence graphic
PEDIATRIC CANCER VISUAL SYSTEM

Open the Research Intelligence Map

Explore the active pediatric oncology analysis view.

Expand Intelligence View →
Full Pediatric cancer research intelligence graphic