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Surgical removal of visceral adipose tissue has therapeutic benefit in male APPNL-F mice. 手术切除内脏脂肪组织对雄性APPNL-F小鼠有治疗作用。
IF 4.6 2区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-03-02 eCollection Date: 2026-01-01 DOI: 10.3389/fendo.2026.1681801
Samuel A McFadden, Yimin Fang, Kathleen Quinn, Mackenzie R Peck, Jenelle E Chapman, Tiarra Hill, Andrzej Bartke, Erin R Hascup, Kevin N Hascup

Purpose: Visceral white adipose tissue (vWAT) accumulation causes systemic inflammation, insulin resistance, metabolic syndrome, and senescent cell accumulation that are risk factors for Alzheimer's disease (AD). Visceral fat removal (VFR) improves metabolism and reduces pro-inflammatory cytokines. We hypothesized that VFR removal in AD mice would improve metabolism and cognition.

Methods: Male and female APPNL-F mice underwent sham or vWAT surgical resection (periovarian or epididymal and perirenal) at 4 (pre-symptomatic) and 16 (symptomatic) months of age to understand interventional and therapeutic effects, respectively. At 18 months of age, glucose metabolism and novel object recognition (NOR) memory were assayed followed by assessment of body composition and tissue-specific markers of metabolism, cell senescence, inflammation, or amyloid accumulation.

Results: Male and female APPNL-F mice showed distinct VFR responses. In pre-symptomatic males, increased vWAT lipolysis and hepatic lipogenesis led to ectopic liver lipid accumulation, with reduced adiponectin and leptin, elevated visfatin, and impaired glucose metabolism. Symptomatic males showed reduced vWAT lipogenesis, enhanced hepatic lipolysis, glycolysis, and glycogenesis, lowering liver lipids and improving insulin sensitivity. Only symptomatic males improved NOR, linked to elevated hippocampal learning and memory markers. Female vWAT reaccumulation was due to increased lipogenesis and lower lipolysis. Pre-symptomatic females had lower hepatic lipogenesis, while glycolysis and glycogenesis declined with disease progression. Hippocampal senescence and inflammation were elevated early in the disease that persisted symptomatically.

Discussion: Sex-specific differences in glucose and lipid metabolism and lipid accumulation underlie the divergent responses to VFR in APPNL-F mice, with symptomatic males showing the only beneficial outcomes in metabolism and cognition.

目的:内脏白色脂肪组织(vWAT)积累引起全身炎症、胰岛素抵抗、代谢综合征和衰老细胞积累,这些都是阿尔茨海默病(AD)的危险因素。内脏脂肪去除(VFR)改善新陈代谢,减少促炎细胞因子。我们假设去除AD小鼠的VFR会改善代谢和认知。方法:雄性和雌性APPNL-F小鼠分别在4月龄(症状前)和16月龄(症状期)进行假手术或vWAT手术切除(骨膜或附睾和肾周),了解干预和治疗效果。在18个月大时,研究人员检测了小鼠的葡萄糖代谢和新物体识别(NOR)记忆,随后评估了小鼠的身体组成和代谢、细胞衰老、炎症或淀粉样蛋白积累的组织特异性标志物。结果:雄性和雌性APPNL-F小鼠均表现出明显的VFR反应。在症状前的男性中,vWAT脂肪分解和肝脏脂肪生成的增加导致异位肝脏脂质积累,脂联素和瘦素减少,内脏脂肪素升高,葡萄糖代谢受损。有症状的男性表现为vWAT脂肪生成减少,肝脂解、糖酵解和糖生成增强,降低肝脏脂质,改善胰岛素敏感性。只有有症状的男性改善了NOR,这与海马学习和记忆标记的升高有关。女性vWAT的再积累是由于脂肪生成增加和脂肪分解降低。症状前的女性肝脏脂肪生成较低,而糖酵解和糖生成随疾病进展而下降。在症状持续的疾病早期,海马衰老和炎症升高。讨论:糖脂代谢和脂质积累的性别差异是APPNL-F小鼠对VFR的不同反应的基础,有症状的雄性在代谢和认知方面表现出唯一有益的结果。
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引用次数: 0
Association between the triglyceride-glucose index and risk of type 2 diabetes mellitus and the mediating effect of BMI: a comparative analysis in Chinese and Japanese populations. 甘油三酯-葡萄糖指数与2型糖尿病风险的关系及BMI的中介作用:中国和日本人群的比较分析
IF 4.6 2区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-03-02 eCollection Date: 2026-01-01 DOI: 10.3389/fendo.2026.1701371
Yuxian Chen, Haiyong Zeng, Ziqi Luo, Haofei Hu, XinYu Wang

Objective: The triglyceride-glucose (TyG) index is a surrogate marker of insulin resistance and metabolic dysregulation. We aimed to examine its association with incident type 2 diabetes mellitus (T2DM) in Chinese and Japanese adults and to quantify the mediating role of body mass index (BMI). However, ethnic differences in the TyG-diabetes association, population-specific thresholds, and potential mediating mechanisms-remain unclear. This study aimed to evaluate the association between the TyG and incident T2DM in Chinese and Japanese adults and to quantify the mediating role of BMI in these associations.

Methods: We conducted a retrospective cohort study using data from the China Rich Healthcare Group (n=199,050) and the Japanese NAGALA database (n=15,464). TyG was calculated as ln[fasting triglycerides (mg/dL) ×fasting plasma glucose(mg/dL)/2]. Incident T2DM was defined according to American Diabetes Association criteria. Multivariable Cox models, restricted cubic splines, and two-piecewise regression were used to characterize linear and nonlinear associations between TyG and diabetes risk. Predictive performance was assessed using receiver operating characteristic (ROC) curves. Mediation analysis with 5,000 bootstrap replications quantified the proportion of the TyG-diabetes association mediated by BMI.

Results: During a median follow-up of 5.0 years, 2,563 participants developed T2DM. Recent reviews and experimental studies indicate that Japanese adults often develop type 2 diabetes at relatively modest levels of adiposity, frequently with insufficient insulin secretion and a disproportionately high burden of visceral and ectopic fat (fully adjusted HR per 1-unit increase, 2.32; 95% CI, 2.16-2.47), with clear gradients across TyG quartiles in both cohorts. BMI partially mediated the TyG-diabetes association (19.06% in Chinese vs 14.22% in Japanese adults), supporting adiposity-related pathways and population differences in metabolic mediation. Nonlinear analyses suggested cohort-specific inflection points, with risk rising more steeply above TyG ≈8.98 in Chinese and ≈7.88 in Japanese adults. TyG showed moderate discrimination for 5-year diabetes risk (AUC ≈0.74), outperforming triglycerides alone; fasting plasma glucose (FPG) remained more discriminative, and ROC results are reported descriptively.

Conclusions: Higher baseline TyG was associated with incident T2DM in both Chinese and Japanese adults, with BMI partially mediating the TyG-diabetes association. These findings suggest that TyG captures triglyceride-glucose dysregulation beyond overall adiposity, with population-specific differences in metabolic pathways. The identification of nonlinear patterns underscores the need for population-tailored risk stratification based on TyG.

目的:甘油三酯-葡萄糖(TyG)指数是胰岛素抵抗和代谢失调的替代指标。我们的目的是研究其与中国和日本成人2型糖尿病(T2DM)发病率的关系,并量化体重指数(BMI)的中介作用。然而,tyg -糖尿病相关性的种族差异、人群特异性阈值和潜在的介导机制仍不清楚。本研究旨在评估中国和日本成人中TyG与T2DM发病之间的关系,并量化BMI在这些关系中的中介作用。方法:我们进行了一项回顾性队列研究,数据来自中国富健集团(n=199,050)和日本NAGALA数据库(n=15,464)。TyG计算为ln[空腹甘油三酯(mg/dL) ×fasting血浆葡萄糖(mg/dL)/2]。根据美国糖尿病协会的标准定义T2DM。使用多变量Cox模型、受限三次样条和两分段回归来表征TyG与糖尿病风险之间的线性和非线性关联。采用受试者工作特征(ROC)曲线评估预测效果。5000次自举重复的中介分析量化了BMI介导的tyg -糖尿病关联的比例。结果:在中位随访5.0年期间,2563名参与者发展为T2DM。最近的综述和实验研究表明,日本成年人通常在相对适度的肥胖水平下发展为2型糖尿病,经常伴有胰岛素分泌不足,内脏和异位脂肪负担过高(每1单位增加的完全调整HR, 2.32; 95% CI, 2.16-2.47),在两个队列中TyG四分位数具有明显的梯度。BMI部分介导了tyg -糖尿病的关联(中国成年人19.06%,日本成年人14.22%),支持肥胖相关途径和代谢介导的人群差异。非线性分析表明,在中国人和日本成年人中,TyG≈8.98和≈7.88以上的风险上升更为陡峭。TyG对5年糖尿病风险具有中等鉴别作用(AUC≈0.74),优于单独使用甘油三酯;空腹血糖(FPG)仍然更具判别性,ROC结果报告具有描述性。结论:在中国和日本成年人中,较高的基线TyG与T2DM的发生有关,BMI部分介导了TyG-糖尿病的关联。这些发现表明,TyG捕获甘油三酯-葡萄糖失调超越了整体肥胖,在代谢途径上存在人群特异性差异。非线性模式的识别强调了基于TyG的适合人群的风险分层的必要性。
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引用次数: 0
Follicular fluid from women with polycystic ovary syndrome induces granulosa cells metabolic dysfunction that is exacerbated by obesity. 多囊卵巢综合征女性的卵泡液诱导颗粒细胞代谢功能障碍,肥胖加重颗粒细胞代谢功能障碍。
IF 4.6 2区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-03-02 eCollection Date: 2026-01-01 DOI: 10.3389/fendo.2026.1783780
Mafalda V Moreira, Bárbara Guerra-Carvalho, David F Carrageta, Daniela Sousa, Raquel Brandão, Carla Leal, Emídio Vale-Fernandes, Anna Ptak, Duarte Pignatelli, Raquel L Bernardino, Mariana P Monteiro

Background: Polycystic ovary syndrome (PCOS) is characterized by altered follicular development and metabolic dysfunction, frequently exacerbated by obesity. The follicular fluid (FF) microenvironment plays a critical role in supporting oocyte maturation and granulosa cell function; however, the extent to which FF from women with PCOS and obesity is associated with alterations in granulosa cell metabolism remains unclear. This study aimed to evaluate how does the FF from women with PCOS and/or obesity shapes granulosa cell glycolytic and mitochondrial activity.

Results: FF from women with PCOS showed significantly increased concentrations of total testosterone and Δ4-androstenedione compared with controls, irrespective of BMI (p < 0.05 and p < 0.01, respectively). Exposure of human granulosa cell line (HGrC1) to FF from women with PCOS and obesity was associated with a marked reduction in glycolytic capacity (p < 0.05) and decreased mRNA expression of key glycolytic regulators, including GLUT1, HK2 and LDHA (p < 0.05). Mitochondrial function was also altered, as evidenced by reduced maximal respiration and mitochondrial membrane potential (p < 0.05), while reactive oxygen species levels remained unchanged. Metabolomic profiling revealed elevated glucose concentrations in FF from women with PCOS and obesity compared with normal-weight controls, consistent with potential alterations in glucose metabolism within the follicular environment.

Conclusion: Granulosa cells depict metabolic dysregulation, with reduced glycolytic activity and impaired mitochondrial function, when exposed to FF from women with PCOS, which is further exacerbated in the presence of obesity. These findings from a pilot hypothesis-generating study suggest that the intrafollicular environment may be associated with granulosa cell metabolic disturbances, which warrant mechanistic studies to establish causality and elucidate the downstream consequences for follicular maturation and ovulatory function.

背景:多囊卵巢综合征(PCOS)以卵泡发育改变和代谢功能障碍为特征,常因肥胖而加重。卵泡液(FF)微环境在支持卵母细胞成熟和颗粒细胞功能中起关键作用;然而,多囊卵巢综合征和肥胖女性的FF在多大程度上与颗粒细胞代谢改变相关仍不清楚。本研究旨在评估多囊卵巢综合征和/或肥胖女性的FF如何影响颗粒细胞糖酵解和线粒体活性。结果:与对照组相比,PCOS女性FF的总睾酮和Δ4-androstenedione浓度显著升高,与BMI无关(p < 0.05和p < 0.01)。人颗粒细胞系(HGrC1)暴露于多囊卵巢综合征和肥胖女性的FF中,糖酵解能力显著降低(p < 0.05),关键糖酵解调节因子GLUT1、HK2和LDHA mRNA表达降低(p < 0.05)。线粒体功能也发生改变,最大呼吸和线粒体膜电位降低(p < 0.05),而活性氧水平保持不变。代谢组学分析显示,与体重正常的对照组相比,多囊卵巢综合征和肥胖女性FF中的葡萄糖浓度升高,这与卵泡环境中葡萄糖代谢的潜在改变相一致。结论:颗粒细胞表现出代谢失调,糖酵解活性降低,线粒体功能受损,当暴露于多囊卵巢综合征女性的FF中时,这种情况在肥胖的情况下进一步加剧。这些来自一项初步假设生成研究的发现表明,卵泡内环境可能与颗粒细胞代谢紊乱有关,这就需要进行机制研究来确定因果关系,并阐明对卵泡成熟和排卵功能的下游影响。
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引用次数: 0
Sex- and stage-dependent expression of gonadal soma-derived factor paralogues reveals functional and evolutionary divergence in European sea bass (Dicentrarchus labrax). 性腺体细胞衍生因子同源物的性别和阶段依赖性表达揭示了欧洲海鲈鱼(Dicentrarchus labrax)的功能和进化差异。
IF 4.6 2区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-03-02 eCollection Date: 2026-01-01 DOI: 10.3389/fendo.2026.1779674
Alessia Mascoli, Cinta Zapater, Joan Pizarro-Gomez, Ana Gómez

Introduction: The gonadal soma-derived factor (Gsdf) is a member of the Transforming Growth Factor-β (TGF-β) superfamily, with key roles in teleost reproduction, particularly in males. Previously considered teleost-specific, its presence in non-teleostvertebrates indicates a more ancient evolutionary origin. It is still classified as an orphan ligand with uncharacterized signaling pathways, and its evolution, regulatory mechanisms, and functional divergence remain unclear.

Methods: The roesent work provides a comprehensive characterization of two gsdf paralogues in European sea bass (Dicentrarchus labrax), integrating phylogenetic, synteny, transcriptional regulation, and protein localization analyses, together with stage-specific gene expression profiling during ontogeny, puberty onset and adult reproductive cycle.

Results: Phylogenetic reconstruction of 31 species revealed that gsdf duplications are independent, lineage-specific events unrelated to the teleost-specific whole genome duplication (3R). Synteny analyses showed that gsdf1 retains strong conservation with ancestral loci, whereas gsdf2 resides in a distinct but conserved genomic context, suggesting complex rearrangement. Comparative promoter analysis identified conserved transcription factor binding sites, supporting a shared regulatory framework across teleosts. Expression profiling revealed that both paralogues are gonad-enriched, expressed from early gonadal differentiation, and downregulated at the onset of precocious male puberty. In adults, gsdf1 was predominantly expressed in males, especially during pre-meiotic stages, while gsdf2 was more abundant in females, particularly in follicular cells during pre-vitellogenesis. Immunolocalization confirmed stage- and sex-specific presence in Sertoli and follicular cells, indicating local action.

Conclusions: These results support the subfunctionalization of gsdf paralogues in sea bass, with sexspecific partitioning of reproductive roles, and provide new insight into the evolutionary plasticity of gonad-related genes in teleosts.

性腺体细胞衍生因子(Gsdf)是转化生长因子-β (TGF-β)超家族的一员,在硬骨鱼繁殖中起关键作用,特别是在雄性中。以前被认为是硬骨动物特有的,它在非硬骨脊椎动物中的存在表明了更古老的进化起源。它仍然被归类为孤儿配体,具有未表征的信号通路,其进化,调节机制和功能分化仍不清楚。方法:本研究对欧洲黑鲈(Dicentrarchus labrax)中两种gsdf同源体进行了系统发育、合成、转录调控和蛋白定位分析,以及个体发育、青春期发病和成年生殖周期的阶段特异性基因表达谱分析。结果:31个物种的系统发育重建显示,gsdf重复是独立的、谱系特异性事件,与硬骨鱼特异性全基因组重复(3R)无关。Synteny分析表明,gsdf1与祖先位点保持着很强的保守性,而gsdf2则存在于一个独特但保守的基因组背景中,表明其重排非常复杂。比较启动子分析确定了保守的转录因子结合位点,支持硬骨鱼之间共享的调控框架。表达谱显示,这两个旁系都是性腺富集的,从性腺早期分化开始表达,在男性性早熟开始时下调。在成人中,gsdf1主要在男性中表达,特别是在减数分裂前阶段,而gsdf2在女性中更丰富,特别是在卵黄形成前的卵泡细胞中。免疫定位证实在支持细胞和滤泡细胞中存在分期和性别特异性,表明局部作用。结论:这些结果支持了海鲈鱼gsdf旁系的亚功能化,以及生殖角色的性别划分,并为硬骨鱼性腺相关基因的进化可塑性提供了新的认识。
{"title":"Sex- and stage-dependent expression of gonadal soma-derived factor paralogues reveals functional and evolutionary divergence in European sea bass (<i>Dicentrarchus labrax</i>).","authors":"Alessia Mascoli, Cinta Zapater, Joan Pizarro-Gomez, Ana Gómez","doi":"10.3389/fendo.2026.1779674","DOIUrl":"https://doi.org/10.3389/fendo.2026.1779674","url":null,"abstract":"<p><strong>Introduction: </strong>The gonadal soma-derived factor (Gsdf) is a member of the Transforming Growth Factor-β (TGF-β) superfamily, with key roles in teleost reproduction, particularly in males. Previously considered teleost-specific, its presence in non-teleostvertebrates indicates a more ancient evolutionary origin. It is still classified as an orphan ligand with uncharacterized signaling pathways, and its evolution, regulatory mechanisms, and functional divergence remain unclear.</p><p><strong>Methods: </strong>The roesent work provides a comprehensive characterization of two <i>gsdf</i> paralogues in European sea bass (<i>Dicentrarchus labrax</i>), integrating phylogenetic, synteny, transcriptional regulation, and protein localization analyses, together with stage-specific gene expression profiling during ontogeny, puberty onset and adult reproductive cycle.</p><p><strong>Results: </strong>Phylogenetic reconstruction of 31 species revealed that <i>gsdf</i> duplications are independent, lineage-specific events unrelated to the teleost-specific whole genome duplication (3R). Synteny analyses showed that <i>gsdf1</i> retains strong conservation with ancestral loci, whereas <i>gsdf2</i> resides in a distinct but conserved genomic context, suggesting complex rearrangement. Comparative promoter analysis identified conserved transcription factor binding sites, supporting a shared regulatory framework across teleosts. Expression profiling revealed that both paralogues are gonad-enriched, expressed from early gonadal differentiation, and downregulated at the onset of precocious male puberty. In adults, <i>gsdf1</i> was predominantly expressed in males, especially during pre-meiotic stages, while <i>gsdf2</i> was more abundant in females, particularly in follicular cells during pre-vitellogenesis. Immunolocalization confirmed stage- and sex-specific presence in Sertoli and follicular cells, indicating local action.</p><p><strong>Conclusions: </strong>These results support the subfunctionalization of <i>gsdf</i> paralogues in sea bass, with sexspecific partitioning of reproductive roles, and provide new insight into the evolutionary plasticity of gonad-related genes in teleosts.</p>","PeriodicalId":12447,"journal":{"name":"Frontiers in Endocrinology","volume":"17 ","pages":"1779674"},"PeriodicalIF":4.6,"publicationDate":"2026-03-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12989411/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147473238","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Association of circadian rhythms, MTNR1B, BMAL1, BMAL2, and CRY2 gene polymorphisms and their interactions with type 2 diabetes in coal miners. 煤矿工人昼夜节律、MTNR1B、BMAL1、BMAL2和CRY2基因多态性的相关性及其与2型糖尿病的相互作用
IF 4.6 2区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-03-02 eCollection Date: 2026-01-01 DOI: 10.3389/fendo.2026.1567465
Qinglin Li, Haoyue Cao, Xiaohong Zhang, Juxiang Yuan, Chunze Zhang

Objective: To investigate the interaction between circadian rhythm disorders and related gene polymorphisms (SNPs) in the risk of developing type 2 diabetes (T2DM).

Methods: Cross-sectional study included 4,070 coal miners who underwent occupational health examinations between 2017 and 2018. We constructed comprehensive indicators of circadian rhythm disorder (CICRD) using factor analysis. In case-control analysis, 424 cases and 464 controls were randomly selected from 3,878 male coal miners. Logistic regression models were used to examine the relationship between CICRD, selected SNPs, and T2DM. Gene-gene and gene-environment interactions were evaluated using log-linear models and the generalized multifactor dimensionality reduction (GMDR) method.

Results: The CICRD captures 79.771% of seven circadian rhythm disorder assessment indicators. Higher CICRD and variants at rs10830963 (MTNR1B), rs7958822 (BMAL2), and rs11605924 (CRY2) were associated with an increased risk of T2DM (P < 0.05).A CICRD score ≥ 0.2782 with each high-risk SNP (rs10830963, rs1387153, rs7958822, rs11605924) significantly increased T2DM risk (P < 0.05).The five-factor interaction model (rs10830963-rs7950226-rs7958822-rs11605924-CICRD) based on the GMDR method significantly increased T2DM risk in the full dataset (P < 0.05).

Conclusion: The interaction between circadian rhythm disruption and high-risk SNP genotypes further amplifies the risk of T2DM among coal miners. Notably, the five-factor interaction model (rs10830963-rs7950226-rs7958822-rs11605924-CICRD) provides a standardized basis for assessing circadian rhythm disruption, screening high-risk populations, and identifying that high-risk genetic combinations are unsuitable for shift work, offering scientific evidence for the precision prevention of T2DM in coal miners.

目的:探讨昼夜节律紊乱与相关基因多态性(snp)在2型糖尿病(T2DM)发病风险中的相互作用。方法:横断面研究纳入2017年至2018年接受职业健康检查的4070名煤矿工人。采用因子分析方法构建了昼夜节律紊乱的综合指标。在病例-对照分析中,从3878名男性煤矿工人中随机抽取424例病例和464例对照。采用Logistic回归模型检验CICRD、选定snp和T2DM之间的关系。采用对数线性模型和广义多因素降维(GMDR)方法评估基因-基因和基因-环境相互作用。结果:CICRD在7项昼夜节律障碍评价指标中占79.771%。较高的CICRD和rs10830963 (MTNR1B)、rs7958822 (BMAL2)和rs11605924 (CRY2)变异与T2DM风险增加相关(P < 0.05)。每个高危SNP (rs10830963、rs1387153、rs7958822、rs11605924)的CICRD评分≥0.2782显著增加T2DM风险(P < 0.05)。基于GMDR方法的五因子交互作用模型(rs10830963-rs7950226-rs7958822-rs11605924-CICRD)在全数据集中显著增加了T2DM风险(P < 0.05)。结论:昼夜节律紊乱与高危SNP基因型之间的相互作用进一步放大了煤矿工人发生2型糖尿病的风险。值得注意的是,五因素相互作用模型(rs10830963-rs7950226-rs7958822-rs11605924-CICRD)为评估昼夜节律紊乱、筛查高危人群、识别高危基因组合不适合轮班工作提供了标准化依据,为煤矿工人T2DM的精准预防提供了科学依据。
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引用次数: 0
Machine learning: predicting lymph node metastasis around the entrance point to the recurrent laryngeal nerve in cN0 papillary thyroid carcinoma. 机器学习:预测cN0甲状腺乳头状癌喉返神经入口附近淋巴结转移。
IF 4.6 2区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-03-02 eCollection Date: 2026-01-01 DOI: 10.3389/fendo.2026.1721148
Jie Peng, Jing Zhou, Yuping Deng, Qian Xiao, Xinliang Su, Chang Deng

Background: Owing to the limited characterization of lymph nodes around the entrance point of the recurrent laryngeal nerve (LN-epRLN) in clinical lymph node negative (cN0) papillary thyroid carcinoma (PTC), this study sought to develop machine learning (ML) models to predict LN-epRLN metastasis, identify the optimal model, and improve interpretability using explainable artificial intelligence techniques.

Methods: We retrospectively reviewed 1,800 patients with cN0-PTC who underwent central lymph node dissection (CLND) with systematic LN-epRLN sampling. Histopathological evaluation confirmed metastatic status. Patients were randomly divided into training and testing sets at a 7:3 ratio. Nine ML models were constructed and optimized through 10-fold cross-validation and grid search. Performance was assessed using 11 metrics, including AUC, accuracy, sensitivity, and specificity. The best-performing model was compared against traditional nomograms via probability-based ranking analysis (PMRA).

Results: LN-epRLNs were identified in 149 out of 1800 PTC patients, with a metastasis rate of 19.46%. The Random Forest (RF) model outperformed others, achieving training/testing scores of 0.914/0.911 accuracy, 0.956/0.919 AUC, 0.993/0.974 specificity, and 0.609/0.500 sensitivity. A simplified model incorporating seven key predictors-total central lymph node metastasis number and ratio, pretracheal lymph node metastasis number and ratio, tumor size, age, and paratracheal lymph node metastasis number-retained high predictive performance. SHAPley Additive exPlanations (SHAP) analysis highlighted central compartment metastasis burden (number and ratio) as the most influential predictors.

Conclusion: The interpretable ML model developed in this study, leveraging the RF, provides a reliable tool for preoperative and intraoperative prediction of LN-epRLN metastasis in cN0 PTC patients. This approach has the potential to guide individualized surgical planning, optimizing the balance between oncological resection completeness and functional preservation.

背景:由于临床淋巴结阴性(cN0)甲状腺乳头状癌(PTC)中喉回神经(LN-epRLN)入口点周围淋巴结的特征有限,本研究试图建立机器学习(ML)模型来预测LN-epRLN转移,确定最佳模型,并使用可解释的人工智能技术提高可解释性。方法:我们回顾性分析了1800例cN0-PTC患者,他们接受了中央淋巴结清扫(CLND),并进行了系统的LN-epRLN取样。组织病理学检查证实转移状态。患者按7:3的比例随机分为训练组和测试组。通过10倍交叉验证和网格搜索,构建并优化了9个ML模型。使用11个指标评估性能,包括AUC、准确性、敏感性和特异性。通过基于概率的排序分析(PMRA)将表现最佳的模型与传统的态图进行比较。结果:1800例PTC患者中有149例发现LN-epRLNs,转移率为19.46%。随机森林(Random Forest, RF)模型优于其他模型,准确率为0.914/0.911,AUC为0.956/0.919,特异性为0.993/0.974,灵敏度为0.609/0.500。结合中央淋巴结转移总数和比例、气管前淋巴结转移数量和比例、肿瘤大小、年龄和气管旁淋巴结转移数量等7个关键预测因子的简化模型仍具有较高的预测性能。SHAPley加性解释(SHAP)分析强调中央室转移负担(数量和比率)是最具影响力的预测因素。结论:本研究建立的可解释的ML模型,利用RF,为cN0 PTC患者术前和术中预测LN-epRLN转移提供了可靠的工具。这种方法有可能指导个体化手术计划,优化肿瘤切除完整性和功能保存之间的平衡。
{"title":"Machine learning: predicting lymph node metastasis around the entrance point to the recurrent laryngeal nerve in cN0 papillary thyroid carcinoma.","authors":"Jie Peng, Jing Zhou, Yuping Deng, Qian Xiao, Xinliang Su, Chang Deng","doi":"10.3389/fendo.2026.1721148","DOIUrl":"https://doi.org/10.3389/fendo.2026.1721148","url":null,"abstract":"<p><strong>Background: </strong>Owing to the limited characterization of lymph nodes around the entrance point of the recurrent laryngeal nerve (LN-epRLN) in clinical lymph node negative (cN0) papillary thyroid carcinoma (PTC), this study sought to develop machine learning (ML) models to predict LN-epRLN metastasis, identify the optimal model, and improve interpretability using explainable artificial intelligence techniques.</p><p><strong>Methods: </strong>We retrospectively reviewed 1,800 patients with cN0-PTC who underwent central lymph node dissection (CLND) with systematic LN-epRLN sampling. Histopathological evaluation confirmed metastatic status. Patients were randomly divided into training and testing sets at a 7:3 ratio. Nine ML models were constructed and optimized through 10-fold cross-validation and grid search. Performance was assessed using 11 metrics, including AUC, accuracy, sensitivity, and specificity. The best-performing model was compared against traditional nomograms via probability-based ranking analysis (PMRA).</p><p><strong>Results: </strong>LN-epRLNs were identified in 149 out of 1800 PTC patients, with a metastasis rate of 19.46%. The Random Forest (RF) model outperformed others, achieving training/testing scores of 0.914/0.911 accuracy, 0.956/0.919 AUC, 0.993/0.974 specificity, and 0.609/0.500 sensitivity. A simplified model incorporating seven key predictors-total central lymph node metastasis number and ratio, pretracheal lymph node metastasis number and ratio, tumor size, age, and paratracheal lymph node metastasis number-retained high predictive performance. SHAPley Additive exPlanations (SHAP) analysis highlighted central compartment metastasis burden (number and ratio) as the most influential predictors.</p><p><strong>Conclusion: </strong>The interpretable ML model developed in this study, leveraging the RF, provides a reliable tool for preoperative and intraoperative prediction of LN-epRLN metastasis in cN0 PTC patients. This approach has the potential to guide individualized surgical planning, optimizing the balance between oncological resection completeness and functional preservation.</p>","PeriodicalId":12447,"journal":{"name":"Frontiers in Endocrinology","volume":"17 ","pages":"1721148"},"PeriodicalIF":4.6,"publicationDate":"2026-03-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12989384/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147473133","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Uric acid and hyperuricemia in relation to non-alcoholic fatty liver disease among individuals with type 2 diabetes: insights from a cross-sectional analysis. 尿酸和高尿酸血症与2型糖尿病患者的非酒精性脂肪性肝病有关:来自横断面分析的见解
IF 4.6 2区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-03-02 eCollection Date: 2026-01-01 DOI: 10.3389/fendo.2026.1720601
Chunbo Li, Mengfan Zhang, Mengchun Li, Qifeng Shao

Aims: Considering the growing evidence linking metabolic abnormalities with liver diseases, in adults with type 2 diabetes mellitus (T2DM), this research examined the relationship between serum uric acid (UA), hyperuricemia, and non-alcoholic fatty liver disease (NAFLD) in T2DM patients.

Methods: Between January 2024 and January 2025, 952 individuals with T2DM were enrolled in a single-center cross-sectional investigation conducted at the Zhengzhou People's Hospital. Associations of UA and hyperuricemia with NAFLD were evaluated using multivariate logistic regression, accompanied by subgroup and sensitivity analyses. Restricted cubic spline (RCS) and generalized additive models (GAM) anlyses were applied to examine the non-linear dose-response association between UA and NAFLD.

Results: Using the fully adjusted multivariate logistic regression model, hyperuricemia was found to be independently linked to a higher risk of NAFLD (OR 1.660, 95% CI: 1.094-2.521, p = 0.017). For serum UA, a rise of 1 μmol/L and a single standard deviation (SD) in its concentration corresponded to a 0.3% and 26.6% greater likelihood of developing NAFLD, respectively (OR 1.003, 95% CI: 1.001-1.005; OR 1.266, 95% CI: 1.050-1.526). Subgroup analyses revealed that hyperuricemia remained independently linked to NAFLD among individuals aged > 60 years, with hypertension, overweight/obesity, or without hyperlipidemia (p < 0.05). Furthermore, an elevation of one SD for UA levels was associated with a greater likelihood of NAFLD in several subgroups, including patients aged > 60 years, males, those without hyperlipidemia, and those with overweight/obesity (p < 0.05). Sensitivity analysis excluding patients with chronic kidney disease yielded consistent results: hyperuricemia remained significantly associated with NAFLD (OR 1.678, p = 0.032), and each 1-SD increase in UA was associated with a 31.6% increased risk (OR 1.316, p = 0.010). RCS analysis revealed a notable linear association for UA levels with the likelihood of NAFLD (p overall < 0.05, non-linearity p > 0.05). Similarly, GAM analysis further confirmed a statistically significant linear relationship between UA and NAFLD.

Conclusion: Serum UA levels and hyperuricemia are independently linked to a greater likelihood of NAFLD among individuals with T2DM, underscoring the importance of UA surveillance in this group to facilitate prompt detection and precise intervention for NAFLD.

目的:考虑到越来越多的证据表明代谢异常与肝脏疾病有关,在成人2型糖尿病(T2DM)患者中,本研究探讨了血清尿酸(UA)、高尿酸血症和T2DM患者非酒精性脂肪性肝病(NAFLD)之间的关系。方法:2024年1月至2025年1月,在郑州市人民医院进行了一项单中心横断面调查,纳入了952例T2DM患者。采用多变量logistic回归评估UA和高尿酸血症与NAFLD的关系,并辅以亚组分析和敏感性分析。应用限制三次样条(RCS)和广义加性模型(GAM)分析来检验UA和NAFLD之间的非线性剂量-反应关系。结果:使用完全调整的多因素logistic回归模型,发现高尿酸血症与NAFLD的高风险独立相关(OR: 1.660, 95% CI: 1.094-2.521, p = 0.017)。血清UA浓度每升高1 μmol/L,发生NAFLD的可能性分别增加0.3%和26.6% (OR为1.003,95% CI为1.001-1.005;OR为1.266,95% CI为1.050-1.526)。亚组分析显示,高尿酸血症与NAFLD的独立相关性存在于年龄在bb0 ~ 60岁、伴有高血压、超重/肥胖或无高脂血症的人群中(p60岁,男性,无高脂血症和超重/肥胖人群中)。排除慢性肾病患者的敏感性分析得出了一致的结果:高尿酸血症仍然与NAFLD显著相关(OR 1.678, p = 0.032), UA每增加1个sd,风险增加31.6% (OR 1.316, p = 0.010)。RCS分析显示UA水平与NAFLD的可能性呈显著的线性相关(p总体< 0.05,非线性p < 0.05)。同样,GAM分析进一步证实了UA与NAFLD之间具有统计学意义的线性关系。结论:血清UA水平和高尿酸血症与T2DM患者发生NAFLD的可能性有独立的联系,强调了在该组中监测UA对于促进及时发现和精确干预NAFLD的重要性。
{"title":"Uric acid and hyperuricemia in relation to non-alcoholic fatty liver disease among individuals with type 2 diabetes: insights from a cross-sectional analysis.","authors":"Chunbo Li, Mengfan Zhang, Mengchun Li, Qifeng Shao","doi":"10.3389/fendo.2026.1720601","DOIUrl":"https://doi.org/10.3389/fendo.2026.1720601","url":null,"abstract":"<p><strong>Aims: </strong>Considering the growing evidence linking metabolic abnormalities with liver diseases, in adults with type 2 diabetes mellitus (T2DM), this research examined the relationship between serum uric acid (UA), hyperuricemia, and non-alcoholic fatty liver disease (NAFLD) in T2DM patients.</p><p><strong>Methods: </strong>Between January 2024 and January 2025, 952 individuals with T2DM were enrolled in a single-center cross-sectional investigation conducted at the Zhengzhou People's Hospital. Associations of UA and hyperuricemia with NAFLD were evaluated using multivariate logistic regression, accompanied by subgroup and sensitivity analyses. Restricted cubic spline (RCS) and generalized additive models (GAM) anlyses were applied to examine the non-linear dose-response association between UA and NAFLD.</p><p><strong>Results: </strong>Using the fully adjusted multivariate logistic regression model, hyperuricemia was found to be independently linked to a higher risk of NAFLD (OR 1.660, 95% CI: 1.094-2.521, <i>p</i> = 0.017). For serum UA, a rise of 1 μmol/L and a single standard deviation (SD) in its concentration corresponded to a 0.3% and 26.6% greater likelihood of developing NAFLD, respectively (OR 1.003, 95% CI: 1.001-1.005; OR 1.266, 95% CI: 1.050-1.526). Subgroup analyses revealed that hyperuricemia remained independently linked to NAFLD among individuals aged > 60 years, with hypertension, overweight/obesity, or without hyperlipidemia (<i>p</i> < 0.05). Furthermore, an elevation of one SD for UA levels was associated with a greater likelihood of NAFLD in several subgroups, including patients aged > 60 years, males, those without hyperlipidemia, and those with overweight/obesity (<i>p</i> < 0.05). Sensitivity analysis excluding patients with chronic kidney disease yielded consistent results: hyperuricemia remained significantly associated with NAFLD (OR 1.678, <i>p</i> = 0.032), and each 1-SD increase in UA was associated with a 31.6% increased risk (OR 1.316, <i>p</i> = 0.010). RCS analysis revealed a notable linear association for UA levels with the likelihood of NAFLD (<i>p</i> overall < 0.05, non-linearity <i>p</i> > 0.05). Similarly, GAM analysis further confirmed a statistically significant linear relationship between UA and NAFLD.</p><p><strong>Conclusion: </strong>Serum UA levels and hyperuricemia are independently linked to a greater likelihood of NAFLD among individuals with T2DM, underscoring the importance of UA surveillance in this group to facilitate prompt detection and precise intervention for NAFLD.</p>","PeriodicalId":12447,"journal":{"name":"Frontiers in Endocrinology","volume":"17 ","pages":"1720601"},"PeriodicalIF":4.6,"publicationDate":"2026-03-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12989366/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147473201","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Monocyte-to-lymphocyte ratio as a predictor of left ventricular aneurysm in acute STEMI patients. 单核细胞与淋巴细胞比率作为急性STEMI患者左室动脉瘤的预测因子。
IF 4.6 2区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-03-02 eCollection Date: 2025-01-01 DOI: 10.3389/fendo.2025.1701964
Dong Hu, Dongyang Wu, Ting Huang, Guangji Wang, Xin Guo, Qinshuo Zhao, Man-Hua Chen, Yi Zhou

Background: The monocyte-to-lymphocyte ratio (MLR) has emerged as a novel marker of inflammation. Nevertheless, its potential utility in predicting the development of left ventricular aneurysm (LVA) remains unexplored. This study aims to investigate the association between MLR and the risk of LVA in patients presenting with acute ST segment elevation myocardial infarction (STEMI).

Methods: A total of 551 patients were enrolled in the first cohort, and 471 patients were included in the validation cohort. To evaluate the predictive value of MLR for LVA, multivariable logistic regression analysis, restricted cubic splines (RCS) analysis, and receiver operating characteristic (ROC) analysis were employed.

Results: The prevalence of LVA was 14.5% in the first cohort and 13.6% in the validation cohort. The multivariable logistic regression analysis revealed that individuals in the highest quartile of MLR (Q4) exhibited a significantly increased risk of LVA formation compared to those in the lowest quartile (Q1) in both cohorts (first cohort: OR = 3.07, 95% CI = 1.33-7.08, P = 0.009; validation cohort: OR = 3.55, 95% CI = 1.34-9.42, P = 0.011). The RCS analysis identified a positively nonlinear association in the first cohort and a positively linear association in the validation cohort between MLR and the risk of LVA (overall P < 0.05). Furthermore, the discriminative ability of MLR for LVA is 0.69 in the first cohort and 0.71 in the validation cohort, exceeding that of both monocyte and lymphocyte alone. The subgroup analyses further substantiated the robustness of our findings.

Conclusion: An elevated MLR was independently linked to an increased risk of LVA development in patients with STEMI who received primary PCI. This readily available inflammatory index may offer supplementary prognostic information and could be considered for inclusion in future risk stratification models.

背景:单核细胞与淋巴细胞比率(MLR)已成为炎症的一种新的标志物。然而,其在预测左心室动脉瘤(LVA)发展方面的潜在效用仍未被探索。本研究旨在探讨急性ST段抬高型心肌梗死(STEMI)患者MLR与LVA风险之间的关系。方法:第一队列共纳入551例患者,验证队列纳入471例患者。为了评估MLR对LVA的预测价值,采用多变量logistic回归分析、限制性三次样条(RCS)分析和受试者工作特征(ROC)分析。结果:LVA的患病率在第一队列中为14.5%,在验证队列中为13.6%。多变量logistic回归分析显示,在两个队列中,MLR最高四分位数(Q4)个体的LVA形成风险显著高于最低四分位数(Q1)个体(第一队列:OR = 3.07, 95% CI = 1.33-7.08, P = 0.009;验证队列:OR = 3.55, 95% CI = 1.34-9.42, P = 0.011)。RCS分析发现,MLR与LVA风险在第一队列中呈非线性正相关,在验证队列中呈线性正相关(总P < 0.05)。此外,MLR对LVA的鉴别能力在第一队列中为0.69,在验证队列中为0.71,超过了单核细胞和淋巴细胞单独的鉴别能力。亚组分析进一步证实了我们研究结果的稳健性。结论:接受初级PCI治疗的STEMI患者,MLR升高与LVA发展风险增加独立相关。这种容易获得的炎症指数可以提供补充的预后信息,并可以考虑纳入未来的风险分层模型。
{"title":"Monocyte-to-lymphocyte ratio as a predictor of left ventricular aneurysm in acute STEMI patients.","authors":"Dong Hu, Dongyang Wu, Ting Huang, Guangji Wang, Xin Guo, Qinshuo Zhao, Man-Hua Chen, Yi Zhou","doi":"10.3389/fendo.2025.1701964","DOIUrl":"https://doi.org/10.3389/fendo.2025.1701964","url":null,"abstract":"<p><strong>Background: </strong>The monocyte-to-lymphocyte ratio (MLR) has emerged as a novel marker of inflammation. Nevertheless, its potential utility in predicting the development of left ventricular aneurysm (LVA) remains unexplored. This study aims to investigate the association between MLR and the risk of LVA in patients presenting with acute ST segment elevation myocardial infarction (STEMI).</p><p><strong>Methods: </strong>A total of 551 patients were enrolled in the first cohort, and 471 patients were included in the validation cohort. To evaluate the predictive value of MLR for LVA, multivariable logistic regression analysis, restricted cubic splines (RCS) analysis, and receiver operating characteristic (ROC) analysis were employed.</p><p><strong>Results: </strong>The prevalence of LVA was 14.5% in the first cohort and 13.6% in the validation cohort. The multivariable logistic regression analysis revealed that individuals in the highest quartile of MLR (Q4) exhibited a significantly increased risk of LVA formation compared to those in the lowest quartile (Q1) in both cohorts (first cohort: OR = 3.07, 95% CI = 1.33-7.08, <i>P</i> = 0.009; validation cohort: OR = 3.55, 95% CI = 1.34-9.42, <i>P</i> = 0.011). The RCS analysis identified a positively nonlinear association in the first cohort and a positively linear association in the validation cohort between MLR and the risk of LVA (overall <i>P</i> < 0.05). Furthermore, the discriminative ability of MLR for LVA is 0.69 in the first cohort and 0.71 in the validation cohort, exceeding that of both monocyte and lymphocyte alone. The subgroup analyses further substantiated the robustness of our findings.</p><p><strong>Conclusion: </strong>An elevated MLR was independently linked to an increased risk of LVA development in patients with STEMI who received primary PCI. This readily available inflammatory index may offer supplementary prognostic information and could be considered for inclusion in future risk stratification models.</p>","PeriodicalId":12447,"journal":{"name":"Frontiers in Endocrinology","volume":"16 ","pages":"1701964"},"PeriodicalIF":4.6,"publicationDate":"2026-03-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12989389/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147472222","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effects of different dosages of Sodium-glucose cotransporter 2 inhibitors on glucose level change in patients with type 2 diabetes stratified by HbA1c and renal function: a systematic review and meta-analysis. 不同剂量钠-葡萄糖共转运蛋白2抑制剂对按HbA1c和肾功能分层的2型糖尿病患者血糖水平变化的影响:一项系统综述和荟萃分析
IF 4.6 2区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-03-02 eCollection Date: 2026-01-01 DOI: 10.3389/fendo.2026.1785329
Ruitong Xiong, Yucheng Yang, Yuxiu Li, Huabing Zhang

Background: Type 2 diabetes mellitus (T2DM) is a major global health challenge due to high cardiovascular risk. Sodium-glucose cotransporter 2 (SGLT2) inhibitors can offer glycemic and cardiorenal benefits. Most agents are available in low and high doses, with the assumption that higher doses improve glycemic control. However, previous evidence shows only marginal hemoglobin A1c (HbA1c) reduction (≈0.08-0.18%) with high doses, raising uncertainty about their clinical necessity. Patient factors such as baseline HbA1c and renal function influence SGLT2 efficacy, but whether these factors modify dose response remains unclear. This study evaluates dose-dependent effects across HbA1c and renal function strata.

Objective: To assess the glycemic impact of high- versus low-dose SGLT2 inhibitors in T2DM, stratified by HbA1c and renal function.

Methods: This analysis followed PRISMA guidelines (PROSPERO ID: CRD42024605351). PubMed, the Cochrane Library, and EMBASE were systematically searched for randomized controlled trials involving SGLT2 inhibitors in adults with T2DM through November 24, 2024. The primary outcome was change in glycated hemoglobin, stratified by hemoglobin A1c (HbA1c) and glomerular filtration rate (GFR) levels. Subgroup analyses were performed based on different SGLT2 inhibitors and dosages.

Results: A total of 23 studies were included for the meta-analysis. Seventeen studies (n = 7,021) were stratified by HbA1c, and eight (n = 7,998) by GFR. Overall, high-dose SGLT2 inhibitors showed a slightly better glycemic control than low-dose SGLT2 inhibitors, with an additional 0.08% (95%CI: -0.12, -0.04) reduction in HbA1c levels. High-dose vs. low-dose SGLT2 inhibitors showed a 0.06%-0.16% further HbA1c reduction across varying glycemia levels (with HbA1c under or over 8%, 8.5%, 9%) and a change in HbA1c levels ranging from -0.07% to 0.04% across varying GFR levels (with GFR under or over 45, 60, 90 ml/min/1.73m2).

Conclusion: Dose escalation had minimal effect on HbA1c across glycemic and renal strata; higher doses of SGLT2 inhibitors offer limited additional benefit for glycemic control in poorly controlled T2DM.

Systematic review registration: https://www.crd.york.ac.uk/prospero/, identifier CRD42024605351.

背景:2型糖尿病(T2DM)是一个主要的全球健康挑战,由于高心血管风险。钠-葡萄糖共转运蛋白2 (SGLT2)抑制剂可以提供血糖和心肾益处。大多数药物有低剂量和高剂量,假设高剂量可以改善血糖控制。然而,先前的证据显示,在高剂量下,血红蛋白A1c (HbA1c)只有边际降低(≈0.08-0.18%),这增加了临床必要性的不确定性。患者因素如基线HbA1c和肾功能会影响SGLT2的疗效,但这些因素是否会改变剂量反应尚不清楚。本研究评估了HbA1c和肾功能各层次的剂量依赖性效应。目的:评估高剂量SGLT2抑制剂与低剂量SGLT2抑制剂对T2DM患者的血糖影响,并按HbA1c和肾功能分层。方法:该分析遵循PRISMA指南(PROSPERO ID: CRD42024605351)。PubMed、Cochrane图书馆和EMBASE系统检索了截止到2024年11月24日涉及SGLT2抑制剂治疗成人T2DM的随机对照试验。主要结局是糖化血红蛋白的变化,以血红蛋白A1c (HbA1c)和肾小球滤过率(GFR)水平分层。根据不同的SGLT2抑制剂和剂量进行亚组分析。结果:共有23项研究被纳入meta分析。17项研究(n = 7021)按HbA1c分层,8项研究(n = 7998)按GFR分层。总体而言,高剂量SGLT2抑制剂的血糖控制效果略好于低剂量SGLT2抑制剂,HbA1c水平额外降低0.08% (95%CI: -0.12, -0.04)。高剂量SGLT2抑制剂与低剂量SGLT2抑制剂相比,在不同的血糖水平(HbA1c低于或高于8%、8.5%、9%)下,HbA1c进一步降低0.06%-0.16%,在不同的GFR水平(GFR低于或高于45、60、90 ml/min/1.73m2)下,HbA1c水平的变化范围为-0.07%至0.04%。结论:剂量递增对血糖和肾层的HbA1c影响最小;高剂量SGLT2抑制剂对控制不良的T2DM患者血糖控制的额外益处有限。系统综述注册:https://www.crd.york.ac.uk/prospero/,标识符CRD42024605351。
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引用次数: 0
Correlation between serum prolactin and the systemic immune-inflammation index in diabetic kidney disease: a cross-sectional study. 糖尿病肾病患者血清催乳素与全身免疫炎症指数的相关性:一项横断面研究
IF 4.6 2区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2026-03-02 eCollection Date: 2026-01-01 DOI: 10.3389/fendo.2026.1772810
Yinhui Li, Zhonghao Qin, Tian Si, Shijie Wu, Haichao Wang, Hanjie Yu, Kaimin Wang, Lei Yang, Ai Peng, Minghao Kong, Ling Wang

Objective: Prolactin (PRL) is increasingly recognized as a pleiotropic hormone with potent immunoregulatory properties; however, its involvement in systemic inflammation among diabetic kidney disease (DKD) patients has not been defined. This study aimed to investigate the potential association between serum PRL levels and micro-inflammation in patients with DKD.

Methods: In this cross-sectional investigation, 994 patients with type 2 diabetes mellitus (T2DM)-associated DKD were enrolled. Multivariable linear mixed-effects models were used to quantify the relationship between serum PRL and the systemic immune-inflammation index (SII) and other clinical parameters. Restricted cubic spline (RCS) analyses were fitted to test for non-linearity and stratified and sensitivity analyses were performed to assess robustness.

Results: The median serum PRL level was 344.40 mIU/L (interquartile range: 258.80-463.10). After multivariable adjustment, serum PRL were positively associated with white blood cell count, neutrophil count, serum ferritin, serum phosphorus and intact parathyroid hormone (iPTH) levels, and inversely associated with serum albumin. For every 100 mIU/L increase in serum PRL, the SII increased by an average of 7.10 units (95% CI: 3.13 to 11.07; p = 5.12 × 10-4). Stratified and sensitivity analyses confirmed the robustness of this association. RCS analysis revealed a significant nonlinear relationship between serum PRL and SII (p for nonlinearity = 0.002), with an inflection point at 282.85 mIU/L. PRL levels above this inflection point showed a significant positive association with SII, whereas levels below it showed a negative association.

Conclusion: In patients with DKD, serum PRL exhibits an independent, nonlinear association with SII, characterized by a threshold around 282.85 mIU/L. This finding suggests that PRL may be linked to the dysregulated immune-inflammation axis in DKD, warranting further mechanistic and longitudinal investigation.

目的:催乳素(PRL)越来越被认为是一种具有强效免疫调节特性的多效激素;然而,其在糖尿病肾病(DKD)患者全身性炎症中的作用尚未明确。本研究旨在探讨DKD患者血清PRL水平与微炎症之间的潜在关联。方法:在这项横断面调查中,纳入了994例2型糖尿病(T2DM)相关DKD患者。采用多变量线性混合效应模型量化血清PRL与全身免疫炎症指数(SII)及其他临床参数的关系。采用限制性三次样条(RCS)分析检验非线性,采用分层和敏感性分析评估稳健性。结果:血清PRL中位值为344.40 mIU/L(四分位数范围为258.80 ~ 463.10)。经多变量调整后,血清PRL与白细胞计数、中性粒细胞计数、血清铁蛋白、血清磷和完整甲状旁腺激素(iPTH)水平呈正相关,与血清白蛋白呈负相关。血清PRL每增加100 mIU/L, SII平均增加7.10单位(95% CI: 3.13 ~ 11.07; p = 5.12 × 10-4)。分层分析和敏感性分析证实了这种关联的稳健性。RCS分析显示血清PRL与SII之间存在显著的非线性关系(非线性p = 0.002),拐点为282.85 mIU/L。PRL水平高于该拐点与SII呈显著正相关,低于该拐点则呈负相关。结论:在DKD患者中,血清PRL与SII表现出独立的非线性关联,其阈值约为282.85 mIU/L。这一发现表明PRL可能与DKD中失调的免疫炎症轴有关,需要进一步的机制和纵向研究。
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Frontiers in Endocrinology
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