← Back to all signals
RESEARCH PAPER ANALYSIS

Educational attainment of individuals with lymphangioleiomyomatosis is a determinant of timely diagnosis and treatment uptake.

AI interpretation is pending for this paper.

Open original publication →
PMID41731545
JournalOrphanet journal of rare diseases
Publication Date2026-02-23
Ingested2026-08-02 12:06 AM
EXECUTIVE SUMMARY

What the AI sees

Not AI summarized yet.

WHY IT MATTERS

Research significance

Pending deeper interpretation.

ABSTRACT

Source abstract

BACKGROUND: Lymphangioleiomyomatosis (LAM) is a rare, progressive lung disease predominantly affecting women. Despite the availability of FDA-approved treatments, mTOR inhibitors like sirolimus or everolimus, significant disparities persist in early diagnosis, treatment utilization, and patient outcomes. The goal of this study is to examine how key socioeconomic factors affect diagnostic delay and treatment uptake in LAM. It was hypothesized that higher educational attainment is associated with earlier diagnosis and greater likelihood of treatment utilization due to its association with health literacy. RESULTS: To investigate the impact of socioeconomic factors, we analyzed data from the LAM Patient Research Priorities (LAM-PREP) study, a cross-sectional survey of LAM patients representing ~ 20% of known cases globally. 624 participants completed the survey and 566 provided complete education data and were therefore included in analyses. Multiple regression and logistic regression analyses were performed to examine the associations between educational attainment and diagnostic timing, as well as treatment utilization, controlling for age and disease severity. Among 566 patients with complete educational data, there was a 10-year average delay between self-reported symptom onset (mean age 25.0 ± 12.7 years) and diagnosis (mean age 35.1 ± 13.5 years). Educational attainment emerged as a significant predictor of diagnostic delay. Patients with bachelor’s degrees were diagnosed 4.7 years earlier than those without a bachelor’s degree (95% CI: -7.4 to -2.0, p = 0.001). Only 53% of patients reported using mTOR inhibitors. Educational attainment was a significant predictor of treatment utilization, with patients holding a bachelor’s degree having 1.75 times higher adjusted odds of using mTOR inhibitors (AOR 1.75, 95% CI: 1.13–2.73, p = 0.013), and those with graduate degrees having 2.21 times higher odds (AOR 2.21, 95% CI: 1.41–3.45, p = 0.001). CONCLUSIONS: Educational attainment was significantly associated with both the timing of diagnosis and the likelihood of treatment uptake in LAM patients. These findings highlight the need for targeted interventions to address healthcare disparities in LAM care.

SUPPORTING PAPER SET

32 more papers to review

Ranked by current scoring engine
1 The Tumour-Suppressive Role of miRNA-Loaded MSC-Derived Extracellular Vesicles in Osteosarcoma: A Systematic Review and Meta-Analysis. TheScientificWorldJournal 83.0 2 Tuberculosis of the Sphenoid Sinus Causing Blindness in a Pediatric Patient: A Case Report. Cureus 53.5 3 Recurrent Pleural Effusion as the Initial Presentation of T-lineage Lymphoblastic Malignancy in a Child: A Diagnostic Challenge. Cureus 58.4 4 Peripheral Precocious Puberty as the Initial Manifestation of Juvenile Granulosa Cell Tumor in Early Childhood. Cureus 61.4 5 Adenosylhomocysteinase drives epigenetic and metabolic reprogramming in ZFTA-RELA ependymoma. bioRxiv : the preprint server for biology 50.0 6 CBFA2T3-GLIS2 establishes transcriptionally permissive enhancer hypermethylation associated with venetoclax response in pediatric AML. bioRxiv : the preprint server for biology 54.72 7 A pediatric high-grade B-cell lymphoma with a rare complex cytogenetic profile: A case report. Tumori 51.5 8 Sunscreen use at Danish beaches in 2025 and long-term changes in sun protection related to public advice. Scandinavian journal of public health 56.0 9 Nationwide practice patterns and local recurrence after surgery for benign bone tumours: a retrospective study using the Bone and Soft Tissue Tumor Registry in Japan. International orthopaedics 61.9 10 Paraganglioma and childhood-onset optic atrophy in a SDHA compound heterozygous patient: an example of dual dominant and recessive inheritance. Mitochondrion 54.0 11 [Application and short-term efficacy of Da Vinci Xi robot-assisted transabdominal division of the rectourethralis muscle in ultra-low anastomosis surgery for low rectal cancer]. Zhonghua wei chang wai ke za zhi = Chinese journal of gastrointestinal surgery 64.9 12 Prenatal maternal inflammation and cognitive performance in offspring during late midlife. Brain, behavior, & immunity - health 57.5 13 Multi-tissue accumulation of potentially toxic elements and age-stratified non-carcinogenic dietary risk in fish from the Anzali Wetland, Caspian Basin. Toxicology reports 58.7 14 A novel spliceosome inhibitor triggers anti-tumor CD4+ and CD8+ T cell responses in murine models of pediatric-relevant cancer. Molecular therapy. Oncology 62.28 15 Prevalence and Associations for Use of Complementary and Alternative Medicine (CAM) Among Paediatric Cancer Patients in Norway: A Cross-Sectional Survey. Integrative cancer therapies 69.0 16 Portal cavernoma: epidemiological, clinical, etiological and outcome profiles - a 15-year retrospective study in a University Hospital in Rabat, Morocco. The Pan African medical journal 63.5 17 Artificial intelligence in Vietnamese healthcare: public awareness, demand, and willingness to pay. BMC health services research 60.2 18 Xp11.2 Translocation Renal Cell Carcinoma in an Elderly Woman: A Diagnostic Challenge - A Case Report. Case reports in oncology 49.0 19 The unbalanced needs and perceived supply of supportive care in family caregivers of patients with multiple myeloma: a cross-sectional study. BMC palliative care 59.9 20 Development and Optimization of 111 In-Dinutuximab-IRDye800, a Dual-Modality Intraoperative Molecular Imaging Agent for Pediatric Neuroblastoma Resection. bioRxiv : the preprint server for biology 77.4 21 High-Resolution Subtyping of Pediatric Low-Grade Glioma Using an Integrated Meta-Clustering Framework. bioRxiv : the preprint server for biology 67.5 22 Concordance of rapid whole genome and targeted long read sequencing of pediatric brain tumors with standard clinical testing. Research square 61.9 23 Synergistic targeting of EP300/CBP and EYA co-activators collapses the rhabdomyosarcoma core regulatory circuit. bioRxiv : the preprint server for biology 57.6 24 Clinical Presentation of, Treatment Approaches for, and the Impact of Social Determinants of Health on Pediatric Catatonia: A Structured Qualitative Synthesis and Targeted Literature Review. Cureus 66.04 25 Sequential Philadelphia-Positive Pre-B Acute Lymphoblastic Leukemia and Chronic Myeloid Leukemia With Distinct BCR::ABL1 Fusion Transcripts. Cancer reports (Hoboken, N.J.) 67.1 26 Intracranial germ cell tumours presenting with AVP deficiency and evolving panhypopituitarism: diagnostic pitfalls in early imaging and biopsy. Endocrinology, diabetes & metabolism case reports 64.0 27 A Subset of FOXO1-Fusion Negative Rhabdomyosarcoma With Round Cell (Alveolar) and "Burkitt-Like" Morphology Is Associated With High Amplification of MYCL: A Report From the Children's Oncology Group. Genes, chromosomes & cancer 57.5 28 Pediatric lynch-associated melanoma arising in ovarian teratoma: a case report. Gynecologic oncology reports 55.1 29 Case Report: Case series: growth hormone replacement for severe growth hormone deficiency during BRAF inhibitor therapy in pediatric low-grade glioma: long-term follow-up. Frontiers in endocrinology 70.3 30 Prognostic value of lymph node ratio in children with wilms tumor: a systematic review and meta-analysis. Frontiers in oncology 79.6 31 Real-world efficacy and safety of efgartigimod in patients with autoimmune encephalitis: a single-center retrospective analysiss. Frontiers in immunology 69.1 32 Combined aromatherapy and music or sound for emotional distress: a systematic review of controlled studies published between 2019 and 2026. Frontiers in psychology 84.84
PATIENT-FRIENDLY SUMMARY

Educational attainment of individuals with lymphangioleiomyomatosis is a determinant of timely diagnosis and treatment uptake.

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