Pub Date : 2026-02-04DOI: 10.1186/s40001-026-03926-8
Yuebin Yang, Pu Guo, Hongjing Ren, Lingyun Zhuo, Qikai Xiang, Xiao-Rong Guo, Fu-Rong Chen, Xiang-Xiang Zhang, Ping Zhang, Lijian Lei
Background: As alternatives to brominated flame retardants, Organophosphorus Flame Retardants (OPFRs) have raised concerns regarding their potential nephrotoxicity. However, population-based evidence remains inconsistent. This study aimed to examine the associations between urinary metabolites of OPFRs and Chronic Kidney Disease (CKD), along with renal function markers (estimated Glomerular Filtration Rate [eGFR] and the urinary Albumin‒Creatinine Ratio [ACR]), in the general U.S. population while exploring potential underlying mechanisms.
Methods: We analyzed data from the National Health and Nutrition Examination Survey (NHANES) 2011-2016, which included 2156 adults. Five OPFR metabolites, including Diphenyl Phosphate (DPHP), Bis(1,3-dichloro-2-propyl) Phosphate (BDCPP), Bis(1-chloro-2-propyl) Phosphate (BCPP), Bis(2-chloroethyl) Phosphate (BCEP), and Dibutyl Phosphate (DBUP), were measured in the urine. Multivariate logistic regression, subgroup analyses, Restricted Cubic Spline (RCS), and Weighted Quantile Sum (WQS) regression were performed, with CKD defined as an eGFR < 60 mL/min/1.73 m2 or an ACR ≥ 30 mg/g.
Results: BCPP was inversely associated with CKD risk (Q4 vs. Q1: OR = 0.42, 95% CI 0.23-0.77, P = 0.007), particularly in hypertensive, elderly, and high-income populations. DPHP and BDCPP were significantly positively correlated with the eGFR (P for trend < 0.05), although the association weakened after adjustment. DBUP exhibited an inverted U-shaped relationship with the eGFR (P-nonlinear = 0.048). WQS analysis indicated that OPFR mixtures were associated with higher eGFRs (β = 1.20, 95% CI 0.38-2.02, P = 0.004), which was driven primarily by DBUP and DPHP.
Conclusions: Our analysis reveals complex, non-monotonic associations between OPFR metabolites and renal function in U.S. adults, presenting a challenge to the prevailing assumption of linear nephrotoxicity. The observed associations warrant cautious interpretation due to potential reverse causality, underscoring the complexity of low-dose exposure assessment and the need for refined risk assessment frameworks.
背景:有机磷阻燃剂(OPFRs)作为溴化阻燃剂的替代品,其潜在的肾毒性引起了人们的关注。然而,基于人群的证据仍然不一致。本研究旨在研究OPFRs尿液代谢产物与慢性肾脏疾病(CKD)以及肾功能标志物(肾小球滤过率[eGFR]和尿白蛋白-肌酐比值[ACR])之间的关系,同时探索潜在的潜在机制。方法:我们分析2011-2016年国家健康与营养检查调查(NHANES)的数据,其中包括2156名成年人。测定尿中OPFR代谢物二苯基磷酸(DPHP)、二(1,3-二氯-2-丙基)磷酸(BDCPP)、二(1-氯-2-丙基)磷酸(BCPP)、二(2-氯乙基)磷酸(BCEP)和二丁基磷酸(DBUP) 5种。采用多变量logistic回归、亚组分析、限制性三次样条(RCS)和加权分位数和(WQS)回归,将eGFR 2或ACR≥30 mg/g定义为CKD。结果:BCPP与CKD风险呈负相关(Q4 vs Q1: OR = 0.42, 95% CI 0.23-0.77, P = 0.007),特别是在高血压、老年人和高收入人群中。结论:我们的分析揭示了OPFR代谢物与美国成年人肾功能之间复杂的、非单调的关联,对普遍存在的线性肾毒性假设提出了挑战。由于潜在的反向因果关系,观察到的关联需要谨慎解释,强调了低剂量暴露评估的复杂性和完善风险评估框架的必要性。
{"title":"Association between organophosphorus flame retardant exposure and chronic kidney disease in U.S. adults: NHANES data from 2011 to 2016.","authors":"Yuebin Yang, Pu Guo, Hongjing Ren, Lingyun Zhuo, Qikai Xiang, Xiao-Rong Guo, Fu-Rong Chen, Xiang-Xiang Zhang, Ping Zhang, Lijian Lei","doi":"10.1186/s40001-026-03926-8","DOIUrl":"https://doi.org/10.1186/s40001-026-03926-8","url":null,"abstract":"<p><strong>Background: </strong>As alternatives to brominated flame retardants, Organophosphorus Flame Retardants (OPFRs) have raised concerns regarding their potential nephrotoxicity. However, population-based evidence remains inconsistent. This study aimed to examine the associations between urinary metabolites of OPFRs and Chronic Kidney Disease (CKD), along with renal function markers (estimated Glomerular Filtration Rate [eGFR] and the urinary Albumin‒Creatinine Ratio [ACR]), in the general U.S. population while exploring potential underlying mechanisms.</p><p><strong>Methods: </strong>We analyzed data from the National Health and Nutrition Examination Survey (NHANES) 2011-2016, which included 2156 adults. Five OPFR metabolites, including Diphenyl Phosphate (DPHP), Bis(1,3-dichloro-2-propyl) Phosphate (BDCPP), Bis(1-chloro-2-propyl) Phosphate (BCPP), Bis(2-chloroethyl) Phosphate (BCEP), and Dibutyl Phosphate (DBUP), were measured in the urine. Multivariate logistic regression, subgroup analyses, Restricted Cubic Spline (RCS), and Weighted Quantile Sum (WQS) regression were performed, with CKD defined as an eGFR < 60 mL/min/1.73 m<sup>2</sup> or an ACR ≥ 30 mg/g.</p><p><strong>Results: </strong>BCPP was inversely associated with CKD risk (Q4 vs. Q1: OR = 0.42, 95% CI 0.23-0.77, P = 0.007), particularly in hypertensive, elderly, and high-income populations. DPHP and BDCPP were significantly positively correlated with the eGFR (P for trend < 0.05), although the association weakened after adjustment. DBUP exhibited an inverted U-shaped relationship with the eGFR (P-nonlinear = 0.048). WQS analysis indicated that OPFR mixtures were associated with higher eGFRs (β = 1.20, 95% CI 0.38-2.02, P = 0.004), which was driven primarily by DBUP and DPHP.</p><p><strong>Conclusions: </strong>Our analysis reveals complex, non-monotonic associations between OPFR metabolites and renal function in U.S. adults, presenting a challenge to the prevailing assumption of linear nephrotoxicity. The observed associations warrant cautious interpretation due to potential reverse causality, underscoring the complexity of low-dose exposure assessment and the need for refined risk assessment frameworks.</p>","PeriodicalId":11949,"journal":{"name":"European Journal of Medical Research","volume":" ","pages":""},"PeriodicalIF":3.4,"publicationDate":"2026-02-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146118248","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-04DOI: 10.1186/s40001-026-03963-3
DaoJun Zhu, RongXi Shen, Min Li
Background and aims: Pancreatic cancer (PC) exhibits significant immune evasion. The roles of N6-methyladenosine (m6A) RNA modification and long non-coding RNAs (lncRNAs) in PC immunity are emerging. We aimed to elucidate the function and mechanism of METTL3-mediated m6A modification of lncRNA AFAP1-AS1 in PC progression and immune escape, focusing on its interaction with early growth response 2 (EGR2).
Methods: Expression of METTL3, AFAP1-AS1, and EGR2, along with AFAP1-AS1 m6A levels, were measured in human PC tissues/cell lines via quantitative reverse transcription PCR, Western blot, and methylated RNA immunoprecipitation. Functional assays (proliferation, invasion, CD8+ T cell co-culture) were performed using knockdown/overexpression strategies in PANC-1 cells. Mechanistic insights were gained through RNA immunoprecipitation, stability assays, chromatin immunoprecipitation (ChIP), and fluorescence in situ hybridization. An in vivo murine subcutaneous tumor model validated key findings, with comprehensive immune microenvironment profiling including regulatory T cells (Tregs) and tumor-associated macrophages (TAMs).
Results: METTL3, AFAP1-AS1, and EGR2 were significantly upregulated in PC, where AFAP1-AS1 exhibited increased m6A modification and correlated with poor prognosis. METTL3 directly mediated AFAP1-AS1 m6A modification, enhancing its stability through the m6A readers YTHDF2 and IGF2BP1. Functionally, AFAP1-AS1 promoted PC cell malignancy and immune evasion, characterized by resistance to T cell killing, suppressed T cell function, and increased programmed death-ligand 1 (PD-L1). Mechanistically, AFAP1-AS1 stabilized EGR2 mRNA through direct binding, elevating EGR2 protein expression. ChIP assays confirmed that EGR2 directly binds to the promoters of PD-L1 and Snail. EGR2 knockdown phenocopied AFAP1-AS1 knockdown effects, and EGR2 overexpression rescued the AFAP1-AS1 knockdown phenotype. In vivo, METTL3 depletion inhibited tumor growth and enhanced anti-tumor immunity, characterized by decreased Tregs and M2 macrophages infiltration, effects partially reversed by EGR2 restoration.
Conclusion: METTL3 enhances AFAP1-AS1 stability via m6A modification recognized by YTHDF2 and IGF2BP1, which subsequently increases EGR2 expression by improving its mRNA stability. EGR2 directly activates transcription of immune checkpoint and epithelial-mesenchymal transition (EMT)-related genes. This METTL3/AFAP1-AS1/EGR2 signaling axis drives PC malignancy and immune resistance, offering potential therapeutic targets for PC treatment.
{"title":"METTL3 promotes pancreatic cancer immune escape by m6A modification of lncRNA AFAP1-AS1 to enhance EGR2 stability.","authors":"DaoJun Zhu, RongXi Shen, Min Li","doi":"10.1186/s40001-026-03963-3","DOIUrl":"https://doi.org/10.1186/s40001-026-03963-3","url":null,"abstract":"<p><strong>Background and aims: </strong>Pancreatic cancer (PC) exhibits significant immune evasion. The roles of N6-methyladenosine (m6A) RNA modification and long non-coding RNAs (lncRNAs) in PC immunity are emerging. We aimed to elucidate the function and mechanism of METTL3-mediated m6A modification of lncRNA AFAP1-AS1 in PC progression and immune escape, focusing on its interaction with early growth response 2 (EGR2).</p><p><strong>Methods: </strong>Expression of METTL3, AFAP1-AS1, and EGR2, along with AFAP1-AS1 m6A levels, were measured in human PC tissues/cell lines via quantitative reverse transcription PCR, Western blot, and methylated RNA immunoprecipitation. Functional assays (proliferation, invasion, CD8<sup>+</sup> T cell co-culture) were performed using knockdown/overexpression strategies in PANC-1 cells. Mechanistic insights were gained through RNA immunoprecipitation, stability assays, chromatin immunoprecipitation (ChIP), and fluorescence in situ hybridization. An in vivo murine subcutaneous tumor model validated key findings, with comprehensive immune microenvironment profiling including regulatory T cells (Tregs) and tumor-associated macrophages (TAMs).</p><p><strong>Results: </strong>METTL3, AFAP1-AS1, and EGR2 were significantly upregulated in PC, where AFAP1-AS1 exhibited increased m6A modification and correlated with poor prognosis. METTL3 directly mediated AFAP1-AS1 m6A modification, enhancing its stability through the m6A readers YTHDF2 and IGF2BP1. Functionally, AFAP1-AS1 promoted PC cell malignancy and immune evasion, characterized by resistance to T cell killing, suppressed T cell function, and increased programmed death-ligand 1 (PD-L1). Mechanistically, AFAP1-AS1 stabilized EGR2 mRNA through direct binding, elevating EGR2 protein expression. ChIP assays confirmed that EGR2 directly binds to the promoters of PD-L1 and Snail. EGR2 knockdown phenocopied AFAP1-AS1 knockdown effects, and EGR2 overexpression rescued the AFAP1-AS1 knockdown phenotype. In vivo, METTL3 depletion inhibited tumor growth and enhanced anti-tumor immunity, characterized by decreased Tregs and M2 macrophages infiltration, effects partially reversed by EGR2 restoration.</p><p><strong>Conclusion: </strong>METTL3 enhances AFAP1-AS1 stability via m6A modification recognized by YTHDF2 and IGF2BP1, which subsequently increases EGR2 expression by improving its mRNA stability. EGR2 directly activates transcription of immune checkpoint and epithelial-mesenchymal transition (EMT)-related genes. This METTL3/AFAP1-AS1/EGR2 signaling axis drives PC malignancy and immune resistance, offering potential therapeutic targets for PC treatment.</p>","PeriodicalId":11949,"journal":{"name":"European Journal of Medical Research","volume":" ","pages":""},"PeriodicalIF":3.4,"publicationDate":"2026-02-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146118291","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Background: Nail positioning is highly adjustable during the proximal femoral nail anti-rotation (PFNA) procedure for treating intertrochanteric fractures. Our published study demonstrates that changes in nail position can significantly affect local stress distribution, and ventral side nail insertion may increase the risk of varus deformity in the femoral head, particularly in unstable fracture types. However, adjusting the guidewire position tends to prolong operation time and increase blood loss. The necessity of this adjustment in stable fracture cases remains to be clarified.
Methods: This retrospective study reviewed the clinical data of patients with stable intertrochanteric fractures (AO 31-A1 and A2.1) who were treated with PFNA operation and had a minimum follow-up of 6 months. Nail position was assessed using immediate postoperative lateral radiographs. A correlation between nail positioning and femoral head varus has been established. Furthermore, to corroborate the clinical findings, the biomechanical effects of nail position variation were evaluated using a stable fracture model. Specifically, femoral head displacement, as well as stress values within the femoral head and at the bone-screw interfaces, were analyzed.
Results: This study integrated retrospective clinical data analysis with computational mechanical simulations, which yielded a similar trend. The clinical review included a total of 53 patients, comprising 27 with ventral and 26 with dorsal nail positions. No statistically significant difference was observed in the femoral head varus angle between the ventral and dorsal placement groups (t = - 0.683, p = 0.497). Furthermore, computational simulations indicated that variations in nail position did not significantly alter the stress distribution or displacement of either the femoral head or the anti-rotation blade under compressive or physiological loading conditions.
Conclusions: The position of the PFNA nail has only a minimal impact on fixation stability and stress distribution around the femoral head in stable intertrochanteric fractures. Therefore, intraoperative guidewire adjustments are unnecessary when treating such stable fractures with PFNA.
背景:在治疗转子间骨折的股骨近端防旋转(PFNA)手术中,钉的位置是高度可调节的。我们发表的研究表明,钉位的改变可以显著影响局部应力分布,腹侧钉插入可能增加股骨头内翻畸形的风险,特别是在不稳定骨折类型中。但调整导丝位置容易延长手术时间,增加出血量。在稳定性骨折病例中进行这种调整的必要性还有待明确。方法:回顾性分析采用PFNA手术治疗稳定型转子间骨折(AO 31-A1和A2.1)患者的临床资料,随访时间至少为6个月。术后即刻侧位x线片评估甲位。钉位与股骨头内翻之间的相关性已经确立。此外,为了证实临床结果,我们使用稳定骨折模型评估了钉位变化的生物力学影响。具体来说,分析了股骨头位移,以及股骨头内和骨螺钉界面处的应力值。结果:本研究将回顾性临床数据分析与计算力学模拟相结合,得出了类似的趋势。临床回顾共纳入53例患者,其中27例为腹侧钉位,26例为背侧钉位。股骨头内翻角腹侧组与背侧组比较差异无统计学意义(t = - 0.683, p = 0.497)。此外,计算模拟表明,在压缩或生理载荷条件下,钉位的变化不会显著改变股骨头或抗旋转刀片的应力分布或位移。结论:在稳定型转子间骨折中,PFNA钉的位置对股骨头周围的固定稳定性和应力分布影响很小。因此,在使用PFNA治疗此类稳定骨折时,术中无需调整导丝。
{"title":"Changes in PFNA nail position do not influence bone healing and femoral head varus in patients with stable intertrochanteric fractures: a comprehensive clinical and biomechanical study.","authors":"Guibin Wu, Kefan Jiang, Chenyi Huang, Wenqiang Xu, Zili Ai, Jingchi Li","doi":"10.1186/s40001-026-03921-z","DOIUrl":"https://doi.org/10.1186/s40001-026-03921-z","url":null,"abstract":"<p><strong>Background: </strong>Nail positioning is highly adjustable during the proximal femoral nail anti-rotation (PFNA) procedure for treating intertrochanteric fractures. Our published study demonstrates that changes in nail position can significantly affect local stress distribution, and ventral side nail insertion may increase the risk of varus deformity in the femoral head, particularly in unstable fracture types. However, adjusting the guidewire position tends to prolong operation time and increase blood loss. The necessity of this adjustment in stable fracture cases remains to be clarified.</p><p><strong>Methods: </strong>This retrospective study reviewed the clinical data of patients with stable intertrochanteric fractures (AO 31-A1 and A2.1) who were treated with PFNA operation and had a minimum follow-up of 6 months. Nail position was assessed using immediate postoperative lateral radiographs. A correlation between nail positioning and femoral head varus has been established. Furthermore, to corroborate the clinical findings, the biomechanical effects of nail position variation were evaluated using a stable fracture model. Specifically, femoral head displacement, as well as stress values within the femoral head and at the bone-screw interfaces, were analyzed.</p><p><strong>Results: </strong>This study integrated retrospective clinical data analysis with computational mechanical simulations, which yielded a similar trend. The clinical review included a total of 53 patients, comprising 27 with ventral and 26 with dorsal nail positions. No statistically significant difference was observed in the femoral head varus angle between the ventral and dorsal placement groups (t = - 0.683, p = 0.497). Furthermore, computational simulations indicated that variations in nail position did not significantly alter the stress distribution or displacement of either the femoral head or the anti-rotation blade under compressive or physiological loading conditions.</p><p><strong>Conclusions: </strong>The position of the PFNA nail has only a minimal impact on fixation stability and stress distribution around the femoral head in stable intertrochanteric fractures. Therefore, intraoperative guidewire adjustments are unnecessary when treating such stable fractures with PFNA.</p>","PeriodicalId":11949,"journal":{"name":"European Journal of Medical Research","volume":" ","pages":""},"PeriodicalIF":3.4,"publicationDate":"2026-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146104508","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-03DOI: 10.1186/s40001-026-03864-5
Sha Chen, Shu-Han Yu, Juan-Juan Wang, Qing-Xia Zhang, Ping Yang
Background: Hypocalcemia is a frequent complication in patients undergoing maintenance hemodialysis and is closely linked to disturbances in mineral metabolism, increased cardiovascular risk, and bone disorders. Early identification of high-risk individuals is essential for effective prevention and management. This study aimed to evaluate risk factors associated with hypocalcemia and to develop a nomogram prediction model for individualized risk assessment.
Methods: This retrospective study included 386 adult patients receiving maintenance hemodialysis between January 2020 and December 2024. Hypocalcemia was defined as total serum calcium < 2.1 mmol/L. Patients were categorized into a hypocalcemia group (n = 135) and a normocalcemia group (n = 251). Demographic, dialysis-related, biochemical, and clinical variables were collected. Univariate and multivariate logistic regression analyses were performed to identify independent predictors. A nomogram prediction model was constructed and its discrimination, calibration, and clinical utility were assessed using the receiver operating characteristic (ROC) curve, calibration plots, and decision curve analysis (DCA). Internal validation was performed using bootstrap resampling with 1000 iterations to assess model stability.
Results: Multivariate logistic regression revealed that thyroid disease, elevated serum creatinine, and hyperphosphatemia were independent risk factors for hypocalcemia, while higher parathyroid hormone (PTH) levels and compound α-ketoacid use were protective factors. The nomogram incorporating these variables demonstrated good discrimination (AUC = 0.846, 95% CI 0.802-0.891), with a sensitivity of 81.5% and specificity of 77.3%. The calibration curve showed strong agreement between predicted and observed outcomes, and DCA indicated favorable net clinical benefit. Internal validation showed robust performance with a bootstrap-corrected area under the ROC curve (AUC) of 0.832.
Conclusions: The developed nomogram provides a reliable and clinically applicable tool for individualized prediction of hypocalcemia in hemodialysis patients, facilitating improved risk stratification and management.
背景:低钙血症是维持性血液透析患者的常见并发症,与矿物质代谢紊乱、心血管风险增加和骨骼疾病密切相关。早期识别高危人群对于有效预防和管理至关重要。本研究旨在评估与低钙血症相关的危险因素,并建立个体化风险评估的nomogram预测模型。方法:本回顾性研究纳入了2020年1月至2024年12月接受维持性血液透析的386例成人患者。结果:多因素logistic回归分析显示,甲状腺疾病、血清肌酐升高和高磷血症是低钙血症的独立危险因素,而甲状旁腺激素(PTH)水平升高和复方α-酮酸的使用是低钙血症的保护因素。纳入这些变量的nomogram鉴别效果良好(AUC = 0.846, 95% CI 0.802-0.891),敏感性为81.5%,特异性为77.3%。校正曲线显示预测结果和观察结果之间有很强的一致性,DCA显示了良好的临床净收益。内部验证结果显示,该方法具有良好的性能,自启动校正后的ROC曲线下面积(AUC)为0.832。结论:本研究为血透患者低钙血症的个体化预测提供了可靠且临床适用的工具,有助于改善风险分层和管理。
{"title":"Risk factors and nomogram prediction model for hypocalcemia in patients undergoing hemodialysis.","authors":"Sha Chen, Shu-Han Yu, Juan-Juan Wang, Qing-Xia Zhang, Ping Yang","doi":"10.1186/s40001-026-03864-5","DOIUrl":"https://doi.org/10.1186/s40001-026-03864-5","url":null,"abstract":"<p><strong>Background: </strong>Hypocalcemia is a frequent complication in patients undergoing maintenance hemodialysis and is closely linked to disturbances in mineral metabolism, increased cardiovascular risk, and bone disorders. Early identification of high-risk individuals is essential for effective prevention and management. This study aimed to evaluate risk factors associated with hypocalcemia and to develop a nomogram prediction model for individualized risk assessment.</p><p><strong>Methods: </strong>This retrospective study included 386 adult patients receiving maintenance hemodialysis between January 2020 and December 2024. Hypocalcemia was defined as total serum calcium < 2.1 mmol/L. Patients were categorized into a hypocalcemia group (n = 135) and a normocalcemia group (n = 251). Demographic, dialysis-related, biochemical, and clinical variables were collected. Univariate and multivariate logistic regression analyses were performed to identify independent predictors. A nomogram prediction model was constructed and its discrimination, calibration, and clinical utility were assessed using the receiver operating characteristic (ROC) curve, calibration plots, and decision curve analysis (DCA). Internal validation was performed using bootstrap resampling with 1000 iterations to assess model stability.</p><p><strong>Results: </strong>Multivariate logistic regression revealed that thyroid disease, elevated serum creatinine, and hyperphosphatemia were independent risk factors for hypocalcemia, while higher parathyroid hormone (PTH) levels and compound α-ketoacid use were protective factors. The nomogram incorporating these variables demonstrated good discrimination (AUC = 0.846, 95% CI 0.802-0.891), with a sensitivity of 81.5% and specificity of 77.3%. The calibration curve showed strong agreement between predicted and observed outcomes, and DCA indicated favorable net clinical benefit. Internal validation showed robust performance with a bootstrap-corrected area under the ROC curve (AUC) of 0.832.</p><p><strong>Conclusions: </strong>The developed nomogram provides a reliable and clinically applicable tool for individualized prediction of hypocalcemia in hemodialysis patients, facilitating improved risk stratification and management.</p>","PeriodicalId":11949,"journal":{"name":"European Journal of Medical Research","volume":" ","pages":""},"PeriodicalIF":3.4,"publicationDate":"2026-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146112650","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-03DOI: 10.1186/s40001-026-03890-3
Ji Yong Jung, Ae Jin Kim, Jae Hyun Chang, Hyun Hee Lee, Wookyung Chung
Objective: Chronic kidney disease (CKD) is associated with an increased risk of contrast-associated acute kidney injury (CA-AKI), but the pathways underlying this relationship, including the contribution of intermediate factors, are not well characterized. We investigated the association between CKD and CA-AKI in patients undergoing coronary angiography or percutaneous coronary intervention and evaluated the potential mediating roles of serum albumin and high-sensitivity C-reactive protein (hsCRP) in this association.
Methods: During the study period, a total of 13,024 patients underwent coronary angiography of these, 3740 met the predefined inclusion criteria and formed the final study cohort. Multivariable logistic regression and formal mediation analyses were subsequently employed to evaluate the associations of interest.
Results: Among the 3740 patients, 414 (11.1%) developed CA-AKI. Lower pre-procedural serum albumin and higher log-transformed hsCRP (LnhsCRP) were independently associated with increased CA-AKI risk (OR [95% CI] 0.730 [0.583-0.913], P = 0.006, and 1.385 [1.215-1.579], P < 0.001, respectively). The initial association between CKD and CA-AKI (OR 1.906 [1.552-2.342]) was attenuated after adjustment for albumin and hsCRP (OR 1.253 [0.975-1.609]). Subsequent mediation analysis indicated that serum albumin and hsCRP statistically accounted for approximately 31.3% and 56.6% of the attenuation in the association between CKD and CA-AKI, with an additional co-mediation effect of 12.1%.
Conclusions: Systemic inflammation and hypoalbuminemia, beyond reduced kidney function, may help explain CA-AKI risk in CKD and could inform risk stratification strategies using inflammatory and nutritional biomarkers.
目的:慢性肾脏疾病(CKD)与对比剂相关急性肾损伤(CA-AKI)风险增加相关,但这种关系背后的途径,包括中间因素的作用,尚未得到很好的表征。我们研究了接受冠状动脉造影或经皮冠状动脉介入治疗的患者CKD和CA-AKI之间的关系,并评估了血清白蛋白和高敏c反应蛋白(hsCRP)在这种关系中的潜在介导作用。方法:在研究期间,共13024例患者接受了冠状动脉造影,其中3740例符合预定的纳入标准,形成最终的研究队列。随后采用多变量逻辑回归和形式中介分析来评估感兴趣的关联。结果:3740例患者中,414例(11.1%)发生CA-AKI。较低的术前血清白蛋白和较高的log-transformed hsCRP (LnhsCRP)与CA-AKI风险增加独立相关(OR [95% CI] 0.730 [0.583-0.913], P = 0.006和1.385[1.215-1.579])。结论:除了肾功能降低之外,全身炎症和低白蛋白血症可能有助于解释CKD中CA-AKI风险,并可以通过炎症和营养生物标志物为风险分层策略提供信息。
{"title":"Inflammation and hypoalbuminemia mediate the association between CKD and contrast-associated AKI.","authors":"Ji Yong Jung, Ae Jin Kim, Jae Hyun Chang, Hyun Hee Lee, Wookyung Chung","doi":"10.1186/s40001-026-03890-3","DOIUrl":"10.1186/s40001-026-03890-3","url":null,"abstract":"<p><strong>Objective: </strong>Chronic kidney disease (CKD) is associated with an increased risk of contrast-associated acute kidney injury (CA-AKI), but the pathways underlying this relationship, including the contribution of intermediate factors, are not well characterized. We investigated the association between CKD and CA-AKI in patients undergoing coronary angiography or percutaneous coronary intervention and evaluated the potential mediating roles of serum albumin and high-sensitivity C-reactive protein (hsCRP) in this association.</p><p><strong>Methods: </strong>During the study period, a total of 13,024 patients underwent coronary angiography of these, 3740 met the predefined inclusion criteria and formed the final study cohort. Multivariable logistic regression and formal mediation analyses were subsequently employed to evaluate the associations of interest.</p><p><strong>Results: </strong>Among the 3740 patients, 414 (11.1%) developed CA-AKI. Lower pre-procedural serum albumin and higher log-transformed hsCRP (LnhsCRP) were independently associated with increased CA-AKI risk (OR [95% CI] 0.730 [0.583-0.913], P = 0.006, and 1.385 [1.215-1.579], P < 0.001, respectively). The initial association between CKD and CA-AKI (OR 1.906 [1.552-2.342]) was attenuated after adjustment for albumin and hsCRP (OR 1.253 [0.975-1.609]). Subsequent mediation analysis indicated that serum albumin and hsCRP statistically accounted for approximately 31.3% and 56.6% of the attenuation in the association between CKD and CA-AKI, with an additional co-mediation effect of 12.1%.</p><p><strong>Conclusions: </strong>Systemic inflammation and hypoalbuminemia, beyond reduced kidney function, may help explain CA-AKI risk in CKD and could inform risk stratification strategies using inflammatory and nutritional biomarkers.</p>","PeriodicalId":11949,"journal":{"name":"European Journal of Medical Research","volume":"31 1","pages":"212"},"PeriodicalIF":3.4,"publicationDate":"2026-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12869946/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146112715","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-03DOI: 10.1186/s40001-026-03914-y
Wang Ming, Si Yunhui, Cui Dongjuan, Zhao Yanhong, Bie Huijie, Zhao Hui, Qian Liquan, Du Zhongliang, Wang Liping
Background: Low-grade gliomas (LGG) are aggressive brain tumors with high rates of recurrence and poor prognosis. PSMC4, a proteasome subunit, plays a role in various cancers, but its function in LGG remains poorly understood. This study explores PSMC4's impact on LGG progression.
Methods: PSMC4 expression in LGG patients was analyzed using data from TCGA, CGGA, and GEO. Kaplan-Meier and Cox regression models assessed survival outcomes. Gene Set Enrichment Analysis (GSEA) identified key pathways affected by PSMC4. Immune infiltration was evaluated using the TIMER database. In vitro, SHG44 cells were transfected with shRNA targeting PSMC4, and assays for cell proliferation, migration, clonogenicity, and invasion were performed. In vivo xenograft assays were also conducted.
Results: High PSMC4 expression was linked to higher tumor grade and poor prognosis in LGG patients. Kaplan-Meier analysis revealed shorter overall survival for patients with high PSMC4 expression. ROC curve analysis confirmed the diagnostic value of PSMC4 for predicting poor prognosis. GSEA identified pathways like Notch, Toll-like receptor, and VEGF signaling that may be regulated by PSMC4. In vitro, PSMC4 knockdown significantly reduced SHG44 and T98 cell proliferation, migration, and invasion, while clonogenic assays showed decreased colony formation. In vivo, PSMC4 knockdown led to smaller tumor volumes in xenograft models, confirming its role in tumor progression.
Conclusion: PSMC4 overexpression promotes LGG progression and may be an independent marker of poor prognosis. Targeting PSMC4 can reduce tumor growth and metastasis, providing a promising strategy for LGG treatment. Further research on its regulatory mechanisms and clinical implications is warranted.
{"title":"PSMC4 promotes low-grade glioma progression and predicts poor prognosis.","authors":"Wang Ming, Si Yunhui, Cui Dongjuan, Zhao Yanhong, Bie Huijie, Zhao Hui, Qian Liquan, Du Zhongliang, Wang Liping","doi":"10.1186/s40001-026-03914-y","DOIUrl":"https://doi.org/10.1186/s40001-026-03914-y","url":null,"abstract":"<p><strong>Background: </strong>Low-grade gliomas (LGG) are aggressive brain tumors with high rates of recurrence and poor prognosis. PSMC4, a proteasome subunit, plays a role in various cancers, but its function in LGG remains poorly understood. This study explores PSMC4's impact on LGG progression.</p><p><strong>Methods: </strong>PSMC4 expression in LGG patients was analyzed using data from TCGA, CGGA, and GEO. Kaplan-Meier and Cox regression models assessed survival outcomes. Gene Set Enrichment Analysis (GSEA) identified key pathways affected by PSMC4. Immune infiltration was evaluated using the TIMER database. In vitro, SHG44 cells were transfected with shRNA targeting PSMC4, and assays for cell proliferation, migration, clonogenicity, and invasion were performed. In vivo xenograft assays were also conducted.</p><p><strong>Results: </strong>High PSMC4 expression was linked to higher tumor grade and poor prognosis in LGG patients. Kaplan-Meier analysis revealed shorter overall survival for patients with high PSMC4 expression. ROC curve analysis confirmed the diagnostic value of PSMC4 for predicting poor prognosis. GSEA identified pathways like Notch, Toll-like receptor, and VEGF signaling that may be regulated by PSMC4. In vitro, PSMC4 knockdown significantly reduced SHG44 and T98 cell proliferation, migration, and invasion, while clonogenic assays showed decreased colony formation. In vivo, PSMC4 knockdown led to smaller tumor volumes in xenograft models, confirming its role in tumor progression.</p><p><strong>Conclusion: </strong>PSMC4 overexpression promotes LGG progression and may be an independent marker of poor prognosis. Targeting PSMC4 can reduce tumor growth and metastasis, providing a promising strategy for LGG treatment. Further research on its regulatory mechanisms and clinical implications is warranted.</p>","PeriodicalId":11949,"journal":{"name":"European Journal of Medical Research","volume":" ","pages":""},"PeriodicalIF":3.4,"publicationDate":"2026-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146112675","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-03DOI: 10.1186/s40001-025-03673-2
Li Ma, Jing Wang, Jin Zhao, Jingrong Wang, Xiaolian Wen, Meijing Zheng, Liping Su
Background: Current understanding of B cell heterogeneity in diffuse large B cell lymphoma (DLBCL) and its functional impact on disease progression remains incomplete. This study applies single-cell RNA sequencing to identify and characterize a distinct proliferation-related B cell subpopulation in DLBCL, aiming to address this knowledge gap.
Methods: We utilized dataset GSE182434 from the Gene Expression Omnibus (GEO) database for the analysis, with the aim of identifying genes that are specifically highly expressed in different cell clusters. The copy number variation analysis was performed using B cells of normal samples as the control. Thereafter, the cell-cell communication analysis was implemented to reveal the potential ligand-receptor pairs, and the functional enrichment analysis was performed to uncover the enriched pathways. Further, the potential transcription factors-target genes networks were plotted via SCENIC analysis, and a series of validation assays were implemented using DLBCL cells.
Results: The single-cell landscape of DLBCL revealed a reduced proportion of B cells, CD8+ T cells, and naïve T cells. Malignant B cells exhibited chr1q amplification and chr6 deletion, with genes in these regions linked to immune suppression and impaired antigen presentation, respectively. Further subclustering identified a proliferative B cell subcluster (subcluster 2) enriched in nucleotide metabolism and cell cycle pathways. This subcluster was characterized by elevated XBP1 activity, regulating ER stress response, and downregulation of SPIB, RELB, and IRF factors involved in lymphocyte activation and interferon signaling. Functionally, XBP1 silencing suppressed DLBCL cells proliferation and invasion. Cell communication analysis revealed crosstalk between this B cell subpopulation and CD8+ T/NK cells via MIF-(CD74+CXCR4) and LTA-TNFRSF pathways.
Conclusion: This analysis has identified and characterized the proliferation-related B cells in DLBCL, which may provide some ideas for the treatment strategies in immune-oncology and cellular therapies.
{"title":"XBP1-driven proliferative B cell subcluster in Diffuse Large B Cell Lymphoma linked to altered nucleotide metabolism.","authors":"Li Ma, Jing Wang, Jin Zhao, Jingrong Wang, Xiaolian Wen, Meijing Zheng, Liping Su","doi":"10.1186/s40001-025-03673-2","DOIUrl":"10.1186/s40001-025-03673-2","url":null,"abstract":"<p><strong>Background: </strong>Current understanding of B cell heterogeneity in diffuse large B cell lymphoma (DLBCL) and its functional impact on disease progression remains incomplete. This study applies single-cell RNA sequencing to identify and characterize a distinct proliferation-related B cell subpopulation in DLBCL, aiming to address this knowledge gap.</p><p><strong>Methods: </strong>We utilized dataset GSE182434 from the Gene Expression Omnibus (GEO) database for the analysis, with the aim of identifying genes that are specifically highly expressed in different cell clusters. The copy number variation analysis was performed using B cells of normal samples as the control. Thereafter, the cell-cell communication analysis was implemented to reveal the potential ligand-receptor pairs, and the functional enrichment analysis was performed to uncover the enriched pathways. Further, the potential transcription factors-target genes networks were plotted via SCENIC analysis, and a series of validation assays were implemented using DLBCL cells.</p><p><strong>Results: </strong>The single-cell landscape of DLBCL revealed a reduced proportion of B cells, CD8<sup>+</sup> T cells, and naïve T cells. Malignant B cells exhibited chr1q amplification and chr6 deletion, with genes in these regions linked to immune suppression and impaired antigen presentation, respectively. Further subclustering identified a proliferative B cell subcluster (subcluster 2) enriched in nucleotide metabolism and cell cycle pathways. This subcluster was characterized by elevated XBP1 activity, regulating ER stress response, and downregulation of SPIB, RELB, and IRF factors involved in lymphocyte activation and interferon signaling. Functionally, XBP1 silencing suppressed DLBCL cells proliferation and invasion. Cell communication analysis revealed crosstalk between this B cell subpopulation and CD8+ T/NK cells via MIF-(CD74+CXCR4) and LTA-TNFRSF pathways.</p><p><strong>Conclusion: </strong>This analysis has identified and characterized the proliferation-related B cells in DLBCL, which may provide some ideas for the treatment strategies in immune-oncology and cellular therapies.</p>","PeriodicalId":11949,"journal":{"name":"European Journal of Medical Research","volume":" ","pages":"226"},"PeriodicalIF":3.4,"publicationDate":"2026-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12879348/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146112731","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-02DOI: 10.1186/s40001-026-03985-x
Lu Cheng, Haokun Gao, Meixin Fang, Changzhong Jin
Background: Human immunodeficiency virus type 1 (HIV-1) causes immune deficiency, particularly CD4+T-cell depletion. This cross-sectional study explored circulating cell-free DNA (ccfDNA) as a biomarker for immune function and disease progression in HIV-1-infected individuals.
Methods: We measured ccfDNA levels, CD4+T-cell counts, immune activation/apoptosis markers, and viral load in 79 patients receiving antiretroviral therapy (37 immune responders, 42 non-responders) and 35 controls. Correlation and receiver operating characteristic (ROC) curve analysis were performed to assess relationships between ccfDNA and immunological/virological parameters.
Results: ccfDNA negatively correlated with CD4+T-cell counts (r = - 0.78, P < 0.01) and positively correlated with viral load (r = 0.58, P < 0.01) and T-cell immune activation/apoptosis markers (r = 0.78 ~ 0.89, P < 0.01). Multivariate regression showed CD4+T-cell counts independently associated with lower ccfDNA, while CD4+AnnexinV+, CD8+PD1+, and CD8+AnnexinV+T cells correlated with higher ccfDNA. ROC analysis (area under curve = 0.799) indicated ccfDNA's potential as a complementary biomarker for monitoring HIV-1 patients.
Conclusions: Preliminary evidence from this study indicates that ccfDNA levels are closely linked to immune dysfunction and may have potential as a complementary biomarker for monitoring immune status in HIV-1-infected patients.
{"title":"Circulating cell-free DNA as a biomarker for immune function and disease progression in HIV-infected patients: a cross-sectional observational study.","authors":"Lu Cheng, Haokun Gao, Meixin Fang, Changzhong Jin","doi":"10.1186/s40001-026-03985-x","DOIUrl":"https://doi.org/10.1186/s40001-026-03985-x","url":null,"abstract":"<p><strong>Background: </strong>Human immunodeficiency virus type 1 (HIV-1) causes immune deficiency, particularly CD4+T-cell depletion. This cross-sectional study explored circulating cell-free DNA (ccfDNA) as a biomarker for immune function and disease progression in HIV-1-infected individuals.</p><p><strong>Methods: </strong>We measured ccfDNA levels, CD4+T-cell counts, immune activation/apoptosis markers, and viral load in 79 patients receiving antiretroviral therapy (37 immune responders, 42 non-responders) and 35 controls. Correlation and receiver operating characteristic (ROC) curve analysis were performed to assess relationships between ccfDNA and immunological/virological parameters.</p><p><strong>Results: </strong>ccfDNA negatively correlated with CD4+T-cell counts (r = - 0.78, P < 0.01) and positively correlated with viral load (r = 0.58, P < 0.01) and T-cell immune activation/apoptosis markers (r = 0.78 ~ 0.89, P < 0.01). Multivariate regression showed CD4+T-cell counts independently associated with lower ccfDNA, while CD4+AnnexinV+, CD8+PD1+, and CD8+AnnexinV+T cells correlated with higher ccfDNA. ROC analysis (area under curve = 0.799) indicated ccfDNA's potential as a complementary biomarker for monitoring HIV-1 patients.</p><p><strong>Conclusions: </strong>Preliminary evidence from this study indicates that ccfDNA levels are closely linked to immune dysfunction and may have potential as a complementary biomarker for monitoring immune status in HIV-1-infected patients.</p>","PeriodicalId":11949,"journal":{"name":"European Journal of Medical Research","volume":" ","pages":""},"PeriodicalIF":3.4,"publicationDate":"2026-02-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146104515","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-02DOI: 10.1186/s40001-026-03930-y
Xuan Chen, Boying Liu, Gefei Wang
Acute kidney injury (AKI), a common and severe complication of acute pancreatitis (AP), is amenable to early intervention. Phosphorus-to-albumin ratio (PAR) is a novel composite biomarker unexplored in AP largely. Data of ICU patients with AP were extracted from MIMIC-IV database and eICU-CRD, respectively. PAR's link to prognosis and AKI in AP were analyzed via Kaplan-Meier curves, Cox regression, restricted cubic splines (RCS), and logistic regression. Subgroup analysis tested interactions. Key variables were identified using least absolute shrinkage and selection operator regression. AKI prediction models were built and evaluated via seven machine learning (ML) algorithms. Shapley additive explanations (SHAP) interpreted variable contributions. Survival analysis, Cox models, and RCS collectively demonstrated PAR, as a potential risk factor, is associated with 28-day and 1-year all-cause mortality in patients with AP. Logistic regression identified PAR as a risk factor for AKI development in AP. AKI-related clinical features including PAR were indentified. Seven ML models were constructed, among which the Light Gradient Boosting Machine (LightGBM) model achieved an area under receiver operating characteristic curve (AUROC) of 0.880 (95% CI 0.825-0.935) and area under precision-recall curve (AUPRC) of 0.944 in the test set, and an AUROC of 0.837 (95% CI 0.785-0.889) and AUPRC of 0.784 in the external validation set. SHAP analysis of the LightGBM model confirmed that higher PAR levels corresponded to a higher predicted probability of AKI. PAR is associated with prognosis and AKI of patients with AP. Integrating PAR with other key clinical features, our LightGBM model provides physicians with a streamlined and efficient tool for early AKI identification in high-risk AP patients.
急性肾损伤(AKI)是急性胰腺炎(AP)常见且严重的并发症,可进行早期干预。磷白蛋白比(PAR)是一种新的复合生物标志物,在AP中尚未被广泛开发。ICU AP患者的数据分别从MIMIC-IV数据库和eICU-CRD中提取。通过Kaplan-Meier曲线、Cox回归、限制性三次样条(RCS)和logistic回归分析PAR与AP预后和AKI的关系。亚组分析测试了相互作用。使用最小绝对收缩和选择算子回归确定关键变量。通过7种机器学习(ML)算法建立AKI预测模型并进行评估。Shapley加性解释(SHAP)解释了变量贡献。生存分析、Cox模型和RCS共同证明PAR是一个潜在的危险因素,与AP患者28天和1年的全因死亡率相关。Logistic回归确定PAR是AP中AKI发展的一个危险因素。构建了7个ML模型,其中光梯度增强机(Light Gradient Boosting Machine, LightGBM)模型在测试集中的受试者工作特征曲线下面积(AUROC)为0.880 (95% CI 0.825-0.935),精确召回曲线下面积(AUPRC)为0.944,在外部验证集中的AUROC为0.837 (95% CI 0.785-0.889), AUPRC为0.784。LightGBM模型的SHAP分析证实,较高的PAR水平对应较高的AKI预测概率。PAR与AP患者的预后和AKI相关。将PAR与其他关键临床特征相结合,我们的LightGBM模型为医生提供了一种简化和有效的工具,用于高风险AP患者的早期AKI识别。
{"title":"Interpretable machine learning reveals phosphorus-to-albumin ratio as a novel predictor of mortality and acute kidney injury in critically ill pancreatitis patients: a multi-center retrospective analysis.","authors":"Xuan Chen, Boying Liu, Gefei Wang","doi":"10.1186/s40001-026-03930-y","DOIUrl":"10.1186/s40001-026-03930-y","url":null,"abstract":"<p><p>Acute kidney injury (AKI), a common and severe complication of acute pancreatitis (AP), is amenable to early intervention. Phosphorus-to-albumin ratio (PAR) is a novel composite biomarker unexplored in AP largely. Data of ICU patients with AP were extracted from MIMIC-IV database and eICU-CRD, respectively. PAR's link to prognosis and AKI in AP were analyzed via Kaplan-Meier curves, Cox regression, restricted cubic splines (RCS), and logistic regression. Subgroup analysis tested interactions. Key variables were identified using least absolute shrinkage and selection operator regression. AKI prediction models were built and evaluated via seven machine learning (ML) algorithms. Shapley additive explanations (SHAP) interpreted variable contributions. Survival analysis, Cox models, and RCS collectively demonstrated PAR, as a potential risk factor, is associated with 28-day and 1-year all-cause mortality in patients with AP. Logistic regression identified PAR as a risk factor for AKI development in AP. AKI-related clinical features including PAR were indentified. Seven ML models were constructed, among which the Light Gradient Boosting Machine (LightGBM) model achieved an area under receiver operating characteristic curve (AUROC) of 0.880 (95% CI 0.825-0.935) and area under precision-recall curve (AUPRC) of 0.944 in the test set, and an AUROC of 0.837 (95% CI 0.785-0.889) and AUPRC of 0.784 in the external validation set. SHAP analysis of the LightGBM model confirmed that higher PAR levels corresponded to a higher predicted probability of AKI. PAR is associated with prognosis and AKI of patients with AP. Integrating PAR with other key clinical features, our LightGBM model provides physicians with a streamlined and efficient tool for early AKI identification in high-risk AP patients.</p>","PeriodicalId":11949,"journal":{"name":"European Journal of Medical Research","volume":" ","pages":"230"},"PeriodicalIF":3.4,"publicationDate":"2026-02-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12879405/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146104513","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-02DOI: 10.1186/s40001-026-03989-7
Wang Li, Hong Xie, Yanduo Lin, Rong Chen, Kun Zheng, Luyi Yang, Ranxing Yang
Objective: This study aimed to prospectively assess whether dual-source CT‑guided identification of uric acid stones can effectively direct patients to successful medical dissolution therapy.
Methods: A retrospective diagnostic study of 760 patients with urinary stones was conducted. Preoperative dual-source CT parameters were compared with postoperative infrared spectroscopy to establish diagnostic cut-off values. In the prospective intervention study, 60 patients with uric acid stones-identified by a dual-energy ratio ≤ 1.15 on dual-source CT-were randomized to an experimental group (stone dissolution therapy with sodium potassium hydrogen citrate plus lifestyle guidance) or a control group (lifestyle guidance only). Treatment outcomes were evaluated at 3 months.
Results: In the retrospective cohort, dual-source CT demonstrated excellent diagnostic accuracy for uric acid stones, with an area under the curve of 0.998 for the dual-energy ratio. Optimal cut-offs were as follows: dual-energy ratio ≤ 1.165, attenuation at 100 kV < 641.5 HU, and attenuation at 150 kV < 570.5 HU. In the prospective trial, the experimental group achieved significantly higher complete dissolution rates (80% vs. 20%), lower non-response rates (3.3% vs. 33.3%), and lower surgical rates (3.3% vs. 30%). Urine pH improved in the experimental group without significant change in serum uric acid.
Conclusion: Dual-source CT accurately identifies uric acid stones using a dual-energy ratio threshold of ≤1.15, enabling targeted medical therapy. This imaging-guided strategy significantly improves stone dissolution outcomes and reduces the need for surgical intervention.
{"title":"Dual-source CT for medical dissolution of uric acid stones: a retrospective derivation and prospective validation study.","authors":"Wang Li, Hong Xie, Yanduo Lin, Rong Chen, Kun Zheng, Luyi Yang, Ranxing Yang","doi":"10.1186/s40001-026-03989-7","DOIUrl":"https://doi.org/10.1186/s40001-026-03989-7","url":null,"abstract":"<p><strong>Objective: </strong>This study aimed to prospectively assess whether dual-source CT‑guided identification of uric acid stones can effectively direct patients to successful medical dissolution therapy.</p><p><strong>Methods: </strong>A retrospective diagnostic study of 760 patients with urinary stones was conducted. Preoperative dual-source CT parameters were compared with postoperative infrared spectroscopy to establish diagnostic cut-off values. In the prospective intervention study, 60 patients with uric acid stones-identified by a dual-energy ratio ≤ 1.15 on dual-source CT-were randomized to an experimental group (stone dissolution therapy with sodium potassium hydrogen citrate plus lifestyle guidance) or a control group (lifestyle guidance only). Treatment outcomes were evaluated at 3 months.</p><p><strong>Results: </strong>In the retrospective cohort, dual-source CT demonstrated excellent diagnostic accuracy for uric acid stones, with an area under the curve of 0.998 for the dual-energy ratio. Optimal cut-offs were as follows: dual-energy ratio ≤ 1.165, attenuation at 100 kV < 641.5 HU, and attenuation at 150 kV < 570.5 HU. In the prospective trial, the experimental group achieved significantly higher complete dissolution rates (80% vs. 20%), lower non-response rates (3.3% vs. 33.3%), and lower surgical rates (3.3% vs. 30%). Urine pH improved in the experimental group without significant change in serum uric acid.</p><p><strong>Conclusion: </strong>Dual-source CT accurately identifies uric acid stones using a dual-energy ratio threshold of ≤1.15, enabling targeted medical therapy. This imaging-guided strategy significantly improves stone dissolution outcomes and reduces the need for surgical intervention.</p>","PeriodicalId":11949,"journal":{"name":"European Journal of Medical Research","volume":" ","pages":""},"PeriodicalIF":3.4,"publicationDate":"2026-02-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146104490","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}