{"title":"Cross-scale genetic, molecular, and cellular triangulation prioritizes <i>ACSL5</i> as a T3-responsive candidate linking hypothyroidism liability to anemia.","authors":"Hui Li, Tao Jiang, Huan Wang, Mei Wang, Sixi Xie","doi":"10.3389/fendo.2026.1943954","DOIUrl":null,"url":null,"abstract":"<p><strong>Purpose: </strong>Anemia is a recognized complication of hypothyroidism, but disease-level genetic studies have not identified a clear erythroid cell-intrinsic target. We integrated genetic validation, molecular-QTL prioritization, and replicated triiodothyronine (T3)-responsive erythroid experiments to identify candidates linking hypothyroidism liability to anemia.</p><p><strong>Materials and methods: </strong>Two-sample Mendelian randomization (MR) assessed genetically predicted hypothyroidism and anemia. Source metadata were reviewed for possible sample overlap, and two cross-biobank forward validations were performed. Strict reverse MR used the original OpenGWAS identifiers; because anemia provided no genome-wide-significant instruments, a <i>post hoc</i> analysis used <i>p</i> < 5 × 10<sup>-6</sup>. Non-major histocompatibility complex (MHC) methylation summary-based Mendelian randomization (SMR) and whole-blood expression SMR were integrated, followed by a public fine-mapping/colocalization lookup for two acyl-CoA synthetase long-chain family member 5 (<i>ACSL5</i>) cytosine-phosphate-guanine (CpG) sites and the <i>ACSL5</i> eQTL. <i>ACSL5</i> was examined in three independent hemin-induced K562, a human chronic myelogenous leukemia cell line experiments with or without T3; Triacsin C and oleic acid-bovine serum albumin (BSA) served as pathway-level perturbations.</p><p><strong>Results: </strong>Primary inverse-variance weighted (IVW) analysis associated hypothyroidism liability with higher anemia odds (OR = 1.0304; 95% CI, 1.0195-1.0414; <i>p</i> = 3.42 × 10<sup>-8</sup>). Both primary genome-wide association studies (GWASs) were UK Biobank-derived, and their exact participant overlap could not be determined from public summary-level information. A participant-independent FinnGen hypothyroidism-to-UK Biobank anemia validation reproduced the positive direction (28 instruments; IVW beta = 0.001448, <i>p</i> = 4.14 × 10<sup>-4</sup>); the complementary UK Biobank hypothyroidism-to-FinnGen anemia analysis was also positive. Strict original-ID reverse MR was not estimable; the exploratory eight-instrument analysis was null and heterogeneous. Six non-MHC CpGs passed Bonferroni correction, including two mapped to <i>ACSL5</i>, while whole-blood <i>ACSL5</i> expression showed an inverse SMR estimate. The public lookup returned no pairwise CpG-expression colocalization. In all three K562 experiments, hemin plus T3 increased <i>HBA1</i>, <i>HBA2</i>, <i>GYPA</i>, and <i>ACSL5</i> expression. Triacsin C suppressed erythroid-marker expression, whereas oleic acid-BSA produced a partial increase without exogenous T3.</p><p><strong>Conclusion: </strong>Cross-scale evidence prioritizes <i>ACSL5</i> as a T3-responsive candidate linking hypothyroidism liability to anemia and implicates long-chain fatty-acid handling as a research direction. However, negative CpG-expression colocalization and nongene-specific pharmacological interventions preclude a mechanistic conclusion. Direct <i>ACSL5</i> perturbation and primary erythroid-cell validation are required.</p>","PeriodicalId":12447,"journal":{"name":"Frontiers in Endocrinology","volume":"17 ","pages":"1943954"},"PeriodicalIF":5.7000,"publicationDate":"2026-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13686861/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Frontiers in Endocrinology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.3389/fendo.2026.1943954","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/1/1 0:00:00","PubModel":"eCollection","JCR":"Q2","JCRName":"ENDOCRINOLOGY & METABOLISM","Score":null,"Total":0}
引用次数: 0
Abstract
Purpose: Anemia is a recognized complication of hypothyroidism, but disease-level genetic studies have not identified a clear erythroid cell-intrinsic target. We integrated genetic validation, molecular-QTL prioritization, and replicated triiodothyronine (T3)-responsive erythroid experiments to identify candidates linking hypothyroidism liability to anemia.
Materials and methods: Two-sample Mendelian randomization (MR) assessed genetically predicted hypothyroidism and anemia. Source metadata were reviewed for possible sample overlap, and two cross-biobank forward validations were performed. Strict reverse MR used the original OpenGWAS identifiers; because anemia provided no genome-wide-significant instruments, a post hoc analysis used p < 5 × 10-6. Non-major histocompatibility complex (MHC) methylation summary-based Mendelian randomization (SMR) and whole-blood expression SMR were integrated, followed by a public fine-mapping/colocalization lookup for two acyl-CoA synthetase long-chain family member 5 (ACSL5) cytosine-phosphate-guanine (CpG) sites and the ACSL5 eQTL. ACSL5 was examined in three independent hemin-induced K562, a human chronic myelogenous leukemia cell line experiments with or without T3; Triacsin C and oleic acid-bovine serum albumin (BSA) served as pathway-level perturbations.
Results: Primary inverse-variance weighted (IVW) analysis associated hypothyroidism liability with higher anemia odds (OR = 1.0304; 95% CI, 1.0195-1.0414; p = 3.42 × 10-8). Both primary genome-wide association studies (GWASs) were UK Biobank-derived, and their exact participant overlap could not be determined from public summary-level information. A participant-independent FinnGen hypothyroidism-to-UK Biobank anemia validation reproduced the positive direction (28 instruments; IVW beta = 0.001448, p = 4.14 × 10-4); the complementary UK Biobank hypothyroidism-to-FinnGen anemia analysis was also positive. Strict original-ID reverse MR was not estimable; the exploratory eight-instrument analysis was null and heterogeneous. Six non-MHC CpGs passed Bonferroni correction, including two mapped to ACSL5, while whole-blood ACSL5 expression showed an inverse SMR estimate. The public lookup returned no pairwise CpG-expression colocalization. In all three K562 experiments, hemin plus T3 increased HBA1, HBA2, GYPA, and ACSL5 expression. Triacsin C suppressed erythroid-marker expression, whereas oleic acid-BSA produced a partial increase without exogenous T3.
Conclusion: Cross-scale evidence prioritizes ACSL5 as a T3-responsive candidate linking hypothyroidism liability to anemia and implicates long-chain fatty-acid handling as a research direction. However, negative CpG-expression colocalization and nongene-specific pharmacological interventions preclude a mechanistic conclusion. Direct ACSL5 perturbation and primary erythroid-cell validation are required.
期刊介绍:
Frontiers in Endocrinology is a field journal of the "Frontiers in" journal series.
In today’s world, endocrinology is becoming increasingly important as it underlies many of the challenges societies face - from obesity and diabetes to reproduction, population control and aging. Endocrinology covers a broad field from basic molecular and cellular communication through to clinical care and some of the most crucial public health issues. The journal, thus, welcomes outstanding contributions in any domain of endocrinology.
Frontiers in Endocrinology publishes articles on the most outstanding discoveries across a wide research spectrum of Endocrinology. The mission of Frontiers in Endocrinology is to bring all relevant Endocrinology areas together on a single platform.