Pub Date : 2026-02-13DOI: 10.1097/MD.0000000000047539
Haoyang Yin, Song Gu
The mortality rate associated with chronic kidney disease (CKD) has been steadily increasing, with disturbances in acid-base balance being a significant factor exacerbating the risk of mortality. Our objective was to evaluate whether the albumin-corrected anion gap (ACAG) status, which reflects acid-base balance, could be used as a mortality risk biomarker for the CKD population in the United States. We conducted a cross-sectional study utilizing the National Health and Nutrition Examination Survey data, collected from 1999 to 2018. Kaplan-Meier curves, weighted Cox regression, restricted cubic spline and subgroup analyses were employed to examine the relation of ACAG with all-cause and cardiovascular mortality in CKD participants. The analysis included a total of 6776 participants. We found a positive relation of ACAG to the mortality risk among CKD participants (all-cause mortality: HR = 1.10, 95% CI = 1.08-1.13, P < .01; cardiovascular mortality: HR = 1.09, 95% CI = 1.04-1.14, P < .01). Subgroup analyses revealed significant interactions between smoking and drinking with regard to the relation between ACAG and mortality in CKD patients. Our research indicates that higher levels of ACAG are related to unfavorable outcomes in CKD. Future research should further explore the role of ACAG and acid-base balance in mortality among CKD patients, as well as investigate potential intervention strategies.
慢性肾脏疾病(CKD)相关的死亡率一直在稳步上升,酸碱平衡紊乱是加剧死亡风险的一个重要因素。我们的目的是评估反映酸碱平衡的白蛋白校正阴离子间隙(ACAG)状态是否可以作为美国CKD人群的死亡风险生物标志物。我们利用1999年至2018年收集的国家健康和营养检查调查数据进行了一项横断面研究。采用Kaplan-Meier曲线、加权Cox回归、受限三次样条和亚组分析来检验acg与CKD参与者全因死亡率和心血管死亡率的关系。该分析共包括6776名参与者。我们发现ACAG与CKD参与者的死亡风险呈正相关(全因死亡率:HR = 1.10, 95% CI = 1.08-1.13, P
{"title":"Association between albumin-corrected anion gap status with all-cause and cardiovascular mortality in individuals with chronic kidney disease: A national retrospective cohort study.","authors":"Haoyang Yin, Song Gu","doi":"10.1097/MD.0000000000047539","DOIUrl":"10.1097/MD.0000000000047539","url":null,"abstract":"<p><p>The mortality rate associated with chronic kidney disease (CKD) has been steadily increasing, with disturbances in acid-base balance being a significant factor exacerbating the risk of mortality. Our objective was to evaluate whether the albumin-corrected anion gap (ACAG) status, which reflects acid-base balance, could be used as a mortality risk biomarker for the CKD population in the United States. We conducted a cross-sectional study utilizing the National Health and Nutrition Examination Survey data, collected from 1999 to 2018. Kaplan-Meier curves, weighted Cox regression, restricted cubic spline and subgroup analyses were employed to examine the relation of ACAG with all-cause and cardiovascular mortality in CKD participants. The analysis included a total of 6776 participants. We found a positive relation of ACAG to the mortality risk among CKD participants (all-cause mortality: HR = 1.10, 95% CI = 1.08-1.13, P < .01; cardiovascular mortality: HR = 1.09, 95% CI = 1.04-1.14, P < .01). Subgroup analyses revealed significant interactions between smoking and drinking with regard to the relation between ACAG and mortality in CKD patients. Our research indicates that higher levels of ACAG are related to unfavorable outcomes in CKD. Future research should further explore the role of ACAG and acid-base balance in mortality among CKD patients, as well as investigate potential intervention strategies.</p>","PeriodicalId":18549,"journal":{"name":"Medicine","volume":"105 7","pages":"e47539"},"PeriodicalIF":1.4,"publicationDate":"2026-02-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12908846/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146194842","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-13DOI: 10.1097/MD.0000000000047693
Jinmei Tang, Kangqin Cai, Qingfang Lin, Qin Pan
Patients with chronic kidney disease (CKD) are frequently exposed to environmental heavy metals, which can easily aggravate the condition or even accelerate death. The association between the metal mixture inflammatory index (MMII) and mortality in CKD patients has not been investigated yet. The MMII was developed using reduced rank regression models to gauge the systemic inflammatory potential of a multi-metal mixture. We analyzed data from 2569 CKD patients who participated in the National Health and Nutrition Examination Survey (1999-2018) with follow-up until December 31, 2019. The association between MMII and mortality was explored via multivariate COX regressions. Patients were divided into 3 groups according to tertiles of MMII: MMII-1 (-0.699 to 0.06), MMII-2 (0.060-0.268), and MMII-3 (0.268-1.329). Compared to MMII-1, the hazard ratios for all-cause, non-cardiovascular disease (CVD), and cancer mortality in MMII-3 were 1.30 (1.01-1.67), 1.49 (1.09-2.03), and 2.44 (1.33-4.49), respectively. In this nationally representative sample of U.S. CKD patients, MMII was closely associated with an increased risk of all-cause, non-CVD, and cancer mortality.
{"title":"Metal mixture inflammatory index and mortality risk in chronic kidney disease patients: A nationally representative cohort study from the NHANES 1999 to 2018.","authors":"Jinmei Tang, Kangqin Cai, Qingfang Lin, Qin Pan","doi":"10.1097/MD.0000000000047693","DOIUrl":"10.1097/MD.0000000000047693","url":null,"abstract":"<p><p>Patients with chronic kidney disease (CKD) are frequently exposed to environmental heavy metals, which can easily aggravate the condition or even accelerate death. The association between the metal mixture inflammatory index (MMII) and mortality in CKD patients has not been investigated yet. The MMII was developed using reduced rank regression models to gauge the systemic inflammatory potential of a multi-metal mixture. We analyzed data from 2569 CKD patients who participated in the National Health and Nutrition Examination Survey (1999-2018) with follow-up until December 31, 2019. The association between MMII and mortality was explored via multivariate COX regressions. Patients were divided into 3 groups according to tertiles of MMII: MMII-1 (-0.699 to 0.06), MMII-2 (0.060-0.268), and MMII-3 (0.268-1.329). Compared to MMII-1, the hazard ratios for all-cause, non-cardiovascular disease (CVD), and cancer mortality in MMII-3 were 1.30 (1.01-1.67), 1.49 (1.09-2.03), and 2.44 (1.33-4.49), respectively. In this nationally representative sample of U.S. CKD patients, MMII was closely associated with an increased risk of all-cause, non-CVD, and cancer mortality.</p>","PeriodicalId":18549,"journal":{"name":"Medicine","volume":"105 7","pages":"e47693"},"PeriodicalIF":1.4,"publicationDate":"2026-02-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12908839/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146194849","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Myasthenia gravis (MG) is an autoimmune neuromuscular junction disease classified as early onset MG (EOMG), which typically occurs before the age of 50 years, and late-onset MG (LOMG), which occurs after the age of 50 years. The contribution of different immune cell subsets to MG pathogenesis is not fully understood. To address this, we conducted 2-sample Mendelian randomization (MR) analyses incorporating 731 peripheral immunophenotypes associated with MG. To further explore cellular mechanisms, we analyzed an existing single-cell RNA sequencing (scRNA-seq) dataset derived from the peripheral blood of patients with MG during and after the myasthenic crisis phase. In MR analyses, IVW results suggested that 42 immunophenotypes were risk or protective factors for LOMG, whereas 28 immunophenotypes were involved in EOMG. Comprehensive sensitivity analyses confirmed the absence of heterogeneity and horizontal pleiotropy. Among these, the proportion of effector memory CD4 + T cells emerged as the most significant factor associated with an increased risk of LOMG. Single-cell analyses revealed an expansion of these cells in patients with LOMG during the myasthenic crisis stage compared with the stable stage, with functional annotations showing strong similarities to activated CD4 + T cells treated with TGF-β and IL-4. This study identified effector memory CD4 + T cells as a significant risk factor for LOMG through MR analyses and further explored an existing scRNA-seq dataset. The role of effector memory CD4 + T cells, potentially mediated by TGF-β and IL-4, in LOMG pathogenesis and disease exacerbation, highlighting the need for further functional studies.
{"title":"Mendelian randomization followed by single-cell RNA sequencing exploration identifies effector memory CD4+ T cells as a risk factor for myasthenia gravis.","authors":"Zhaolin Ren, Hao He, Zhichun Cai, Peijun Li, Zhou Liu, Haihong Zhou","doi":"10.1097/MD.0000000000047588","DOIUrl":"10.1097/MD.0000000000047588","url":null,"abstract":"<p><p>Myasthenia gravis (MG) is an autoimmune neuromuscular junction disease classified as early onset MG (EOMG), which typically occurs before the age of 50 years, and late-onset MG (LOMG), which occurs after the age of 50 years. The contribution of different immune cell subsets to MG pathogenesis is not fully understood. To address this, we conducted 2-sample Mendelian randomization (MR) analyses incorporating 731 peripheral immunophenotypes associated with MG. To further explore cellular mechanisms, we analyzed an existing single-cell RNA sequencing (scRNA-seq) dataset derived from the peripheral blood of patients with MG during and after the myasthenic crisis phase. In MR analyses, IVW results suggested that 42 immunophenotypes were risk or protective factors for LOMG, whereas 28 immunophenotypes were involved in EOMG. Comprehensive sensitivity analyses confirmed the absence of heterogeneity and horizontal pleiotropy. Among these, the proportion of effector memory CD4 + T cells emerged as the most significant factor associated with an increased risk of LOMG. Single-cell analyses revealed an expansion of these cells in patients with LOMG during the myasthenic crisis stage compared with the stable stage, with functional annotations showing strong similarities to activated CD4 + T cells treated with TGF-β and IL-4. This study identified effector memory CD4 + T cells as a significant risk factor for LOMG through MR analyses and further explored an existing scRNA-seq dataset. The role of effector memory CD4 + T cells, potentially mediated by TGF-β and IL-4, in LOMG pathogenesis and disease exacerbation, highlighting the need for further functional studies.</p>","PeriodicalId":18549,"journal":{"name":"Medicine","volume":"105 7","pages":"e47588"},"PeriodicalIF":1.4,"publicationDate":"2026-02-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12908807/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146194863","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-13DOI: 10.1097/MD.0000000000047626
Peng Yang, Ye Jiang, Jun Ma, Xiaofei Ye, Lina Liu, Jiuyi Sun
Hydrogen sulfide (H2S) has been shown to alleviate bone and joint inflammation in osteoarthritis (OA). Exploring the connection between H2S and OA could reveal novel therapeutic avenues for treating this condition. This study utilized H2S as the exposure variable and OA as the outcome within a Mendelian randomization framework. Data for genome-wide association studies related to both exposure and outcome were sourced from the IEU OpenGWAS project. To estimate causal relationships, inverse variance weighted method was employed, along with supplementary analytical techniques (MR-Egger, weighted median, simple mode, and weighted mode), and sensitivity studies were carried out to evaluate our results' dependability. The inverse variance weighted analysis revealed that the abundance of a specific gut bacterial pathway involved in the reduction process of sulfate "SO4ASSIM.PWY..sulfate.reduction.I..assimilatory." acts as a protective factor against hospital-diagnosed knee osteoarthritis, with an odds ratio of 0.687 (95% confidence interval = 0.479-0.987, P = .042). In contrast, gut bacterial pathway abundance associated with sulfate assimilation and cysteine biosynthesis "SULFATE.CYS.PWY..superpathway.of.sulfate.assimilation.and.cysteine.biosynthesis" was linked to increased risk for hospital-diagnosed OA, showing an odds ratio value of 1.120 (95% confidence interval = 1.000-1.255, P = .049). Sensitivity analyses validated the strength of the causal relationship between the gut bacterial pathway abundance and OA. We identified that the gut bacterial pathway abundance associated with H2S "SO4ASSIM.PWY..sulfate.reduction.I..assimilatory." acts as a protective factor for OA suggesting its potential role in OA treatment and offering new avenues for research on H2S in the treatment of OA in this context.
{"title":"Causal relationship between hydrogen sulfide and osteoarthritis: A Mendelian randomization analysis.","authors":"Peng Yang, Ye Jiang, Jun Ma, Xiaofei Ye, Lina Liu, Jiuyi Sun","doi":"10.1097/MD.0000000000047626","DOIUrl":"10.1097/MD.0000000000047626","url":null,"abstract":"<p><p>Hydrogen sulfide (H2S) has been shown to alleviate bone and joint inflammation in osteoarthritis (OA). Exploring the connection between H2S and OA could reveal novel therapeutic avenues for treating this condition. This study utilized H2S as the exposure variable and OA as the outcome within a Mendelian randomization framework. Data for genome-wide association studies related to both exposure and outcome were sourced from the IEU OpenGWAS project. To estimate causal relationships, inverse variance weighted method was employed, along with supplementary analytical techniques (MR-Egger, weighted median, simple mode, and weighted mode), and sensitivity studies were carried out to evaluate our results' dependability. The inverse variance weighted analysis revealed that the abundance of a specific gut bacterial pathway involved in the reduction process of sulfate \"SO4ASSIM.PWY..sulfate.reduction.I..assimilatory.\" acts as a protective factor against hospital-diagnosed knee osteoarthritis, with an odds ratio of 0.687 (95% confidence interval = 0.479-0.987, P = .042). In contrast, gut bacterial pathway abundance associated with sulfate assimilation and cysteine biosynthesis \"SULFATE.CYS.PWY..superpathway.of.sulfate.assimilation.and.cysteine.biosynthesis\" was linked to increased risk for hospital-diagnosed OA, showing an odds ratio value of 1.120 (95% confidence interval = 1.000-1.255, P = .049). Sensitivity analyses validated the strength of the causal relationship between the gut bacterial pathway abundance and OA. We identified that the gut bacterial pathway abundance associated with H2S \"SO4ASSIM.PWY..sulfate.reduction.I..assimilatory.\" acts as a protective factor for OA suggesting its potential role in OA treatment and offering new avenues for research on H2S in the treatment of OA in this context.</p>","PeriodicalId":18549,"journal":{"name":"Medicine","volume":"105 7","pages":"e47626"},"PeriodicalIF":1.4,"publicationDate":"2026-02-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12908746/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146194880","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-13DOI: 10.1097/MD.0000000000047616
Run Qu, Qingfen Ruan, Ruiqin Han, Canmei Li, Yanhong Zhao, Yi Liang, Yuzhe Zhang
The objective was to evaluate potential genetic associations between biliary system disorders and cortical and subcortical brain structural changes using Mendelian randomization analyses. This study focused on 4 diseases, including primary sclerosing cholangitis, cholecystitis, intrahepatic cholangiocarcinoma, and gallstone disease, and total bilirubin levels as indicators of biliary system disorders. Genome-wide association studies summary statistics from the ENIGMA consortium were utilized to assess the directional associations between these biliary system diseases and changes in brain structure, including the cerebral cortex (N = 51,665) and subcortical brain structures (N = 30,717). Inverse variance weighted was the primary method for conducting MR analysis. Furthermore, sensitivity analysis was conducted to evaluate the robustness of our findings. At the regional level, a decrease in the thickness of the pars opercularis was supposedly linked to genetically predicted total bilirubin levels (P = .00014). Decreased cortical thickness and surface area of the paracentral lobule were nominally associated with genetically predicted cholecystitis (PTH = .024; PSA = .042). Genetically predicted gallstone disease was correlated with an increased surface area of the transverse temporal gyrus (P = .023), while it was nominally associated with decreased thickness of the transverse temporal gyrus (P = .015), inferior parietal gyrus (P = .042), and middle temporal gyrus (P = .017). Furthermore, genetically predicted intrahepatic cholangiocarcinoma was associated with decreased thickness of the pars opercularis (P = .026) and surface area of the superior parietal gyrus (P = .013), while the thickness of the para hippocampal gyrus was increased without global weighted (P = .012) and with global weighted (P = .022). By comparison, genetically predicted primary sclerosing cholangitis was associated with a modest increase in the surface area of the para hippocampal gyrus, both with global weighted (P = .015) and without global weighted (P = .012), and was also linked to the increased thickness of the paracentral lobule (P = .016). No significant evidence of multiple testing effects or heterogeneity was observed. The research suggests an association between changes in the cerebral cortex and biliary system disorders, indicating an indirect impact of these abnormalities on cortical structures.
{"title":"A Mendelian randomization study exploring the genetic associations between biliary system disorders and brain structural changes.","authors":"Run Qu, Qingfen Ruan, Ruiqin Han, Canmei Li, Yanhong Zhao, Yi Liang, Yuzhe Zhang","doi":"10.1097/MD.0000000000047616","DOIUrl":"10.1097/MD.0000000000047616","url":null,"abstract":"<p><p>The objective was to evaluate potential genetic associations between biliary system disorders and cortical and subcortical brain structural changes using Mendelian randomization analyses. This study focused on 4 diseases, including primary sclerosing cholangitis, cholecystitis, intrahepatic cholangiocarcinoma, and gallstone disease, and total bilirubin levels as indicators of biliary system disorders. Genome-wide association studies summary statistics from the ENIGMA consortium were utilized to assess the directional associations between these biliary system diseases and changes in brain structure, including the cerebral cortex (N = 51,665) and subcortical brain structures (N = 30,717). Inverse variance weighted was the primary method for conducting MR analysis. Furthermore, sensitivity analysis was conducted to evaluate the robustness of our findings. At the regional level, a decrease in the thickness of the pars opercularis was supposedly linked to genetically predicted total bilirubin levels (P = .00014). Decreased cortical thickness and surface area of the paracentral lobule were nominally associated with genetically predicted cholecystitis (PTH = .024; PSA = .042). Genetically predicted gallstone disease was correlated with an increased surface area of the transverse temporal gyrus (P = .023), while it was nominally associated with decreased thickness of the transverse temporal gyrus (P = .015), inferior parietal gyrus (P = .042), and middle temporal gyrus (P = .017). Furthermore, genetically predicted intrahepatic cholangiocarcinoma was associated with decreased thickness of the pars opercularis (P = .026) and surface area of the superior parietal gyrus (P = .013), while the thickness of the para hippocampal gyrus was increased without global weighted (P = .012) and with global weighted (P = .022). By comparison, genetically predicted primary sclerosing cholangitis was associated with a modest increase in the surface area of the para hippocampal gyrus, both with global weighted (P = .015) and without global weighted (P = .012), and was also linked to the increased thickness of the paracentral lobule (P = .016). No significant evidence of multiple testing effects or heterogeneity was observed. The research suggests an association between changes in the cerebral cortex and biliary system disorders, indicating an indirect impact of these abnormalities on cortical structures.</p>","PeriodicalId":18549,"journal":{"name":"Medicine","volume":"105 7","pages":"e47616"},"PeriodicalIF":1.4,"publicationDate":"2026-02-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12908830/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146194899","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-13DOI: 10.1097/MD.0000000000047658
Haiyang Yu, Yingnan Jia, Qian Wu, Peihui Liu
Differentiated thyroid carcinoma (DTC) frequently requires radioactive iodine therapy, yet accurately predicting short-term therapeutic response remains challenging. Radiomics offers a means to quantify intratumoral heterogeneity from routine imaging. We aimed to develop and internally validate a Single-photon emission computed tomography (SPECT)-based radiomics nomogram for predicting 6-month response after RAI in DTC. We conducted a single-center retrospective study of 420 patients with DTC. Post-therapy 131I SPECT/CT images were processed to extract image biomarker standardisation initiative-aligned radiomic features in MATLAB; features passing reproducibility (ICC ≥ 0.80) and redundancy (|r|<0.85) filters were entered into a nested-cross-validation (CV) least absolute shrinkage and selection operator to derive a radiomics score, which was combined with clinicopathologic variables to build a nomogram. Model performance was assessed for discrimination (receiver operating characteristic area under the curve [AUC]), calibration (concordance index [C-index]; calibration intercept/slope), and clinical utility (decision-curve analysis); internal validation used outer 10-fold CV and 1000 bootstrap with permutation testing. Multicollinearity was checked by variance inflation factor. Interobserver reproducibility was high: 79/107 (73.8%) features achieved ICC ≥ 0.80 (median ICC 0.88), and the median mask-level Dice was 0.87. The nomogram showed AUC = 0.853 (95% confidence interval: 0.786-0.892) and C-index = 0.889 (95% confidence interval: 0.812-0.934) with good calibration. Internal validation yielded CV-AUC = 0.846 (SD 0.037) and bootstrap optimism-corrected C-index = 0.876/AUC = 0.848; permutation AUCs centered near 0.50. Decision-curve analysis indicated clinical net benefit across thresholds 0.15 to 0.95. All validation was internal; no external cohort was available. Radiomics score, age, regional lymph node metastasis, extrathyroidal extension, and tumor diameter independently influence the therapeutic outcome of RAI in DTC patients. In this exploratory, single-center study, the SPECT-based radiomics nomogram demonstrates promising internal performance; however, it must undergo external, multi-center validation and, if necessary, local recalibration before it can be considered for routine clinical use.
{"title":"Construction and evaluation of a SPECT-based radiomics nomogram for predicting the therapeutic response to radioactive iodine in patients with differentiated thyroid carcinoma.","authors":"Haiyang Yu, Yingnan Jia, Qian Wu, Peihui Liu","doi":"10.1097/MD.0000000000047658","DOIUrl":"10.1097/MD.0000000000047658","url":null,"abstract":"<p><p>Differentiated thyroid carcinoma (DTC) frequently requires radioactive iodine therapy, yet accurately predicting short-term therapeutic response remains challenging. Radiomics offers a means to quantify intratumoral heterogeneity from routine imaging. We aimed to develop and internally validate a Single-photon emission computed tomography (SPECT)-based radiomics nomogram for predicting 6-month response after RAI in DTC. We conducted a single-center retrospective study of 420 patients with DTC. Post-therapy 131I SPECT/CT images were processed to extract image biomarker standardisation initiative-aligned radiomic features in MATLAB; features passing reproducibility (ICC ≥ 0.80) and redundancy (|r|<0.85) filters were entered into a nested-cross-validation (CV) least absolute shrinkage and selection operator to derive a radiomics score, which was combined with clinicopathologic variables to build a nomogram. Model performance was assessed for discrimination (receiver operating characteristic area under the curve [AUC]), calibration (concordance index [C-index]; calibration intercept/slope), and clinical utility (decision-curve analysis); internal validation used outer 10-fold CV and 1000 bootstrap with permutation testing. Multicollinearity was checked by variance inflation factor. Interobserver reproducibility was high: 79/107 (73.8%) features achieved ICC ≥ 0.80 (median ICC 0.88), and the median mask-level Dice was 0.87. The nomogram showed AUC = 0.853 (95% confidence interval: 0.786-0.892) and C-index = 0.889 (95% confidence interval: 0.812-0.934) with good calibration. Internal validation yielded CV-AUC = 0.846 (SD 0.037) and bootstrap optimism-corrected C-index = 0.876/AUC = 0.848; permutation AUCs centered near 0.50. Decision-curve analysis indicated clinical net benefit across thresholds 0.15 to 0.95. All validation was internal; no external cohort was available. Radiomics score, age, regional lymph node metastasis, extrathyroidal extension, and tumor diameter independently influence the therapeutic outcome of RAI in DTC patients. In this exploratory, single-center study, the SPECT-based radiomics nomogram demonstrates promising internal performance; however, it must undergo external, multi-center validation and, if necessary, local recalibration before it can be considered for routine clinical use.</p>","PeriodicalId":18549,"journal":{"name":"Medicine","volume":"105 7","pages":"e47658"},"PeriodicalIF":1.4,"publicationDate":"2026-02-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12908823/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146194935","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-13DOI: 10.1097/MD.0000000000047618
Yongxuan Kang, Yang Zhang, Kai Kang, Tong Li, Xuebin Zhang, Chenni Ji
This study aimed to identify risk factors for preoperative deep vein thrombosis (DVT) in Pilon fracture patients and develop a nomogram model. This study retrospectively analyzed hospitalized patients with Pilon fractures from January 2017 to December 2022 in a tertiary referral and university-affiliated hospital. Multivariate logistic regression analysis was used to identify risk factors for preoperative DVT, and a nomogram model was developed. Besides internal validation, patient data from January 2023 to December 2024 served as an external validation set to assess the model's performance. A total of 1994 eligible patients were included, with 1432 in the training set and the others in the validation set. Multivariate analysis revealed 6 independent factors associated with preoperative DVT in patients with Pilon fractures. Risk factors (odds ratio [OR] > 1) included age >60 years (OR = 1.77, 95% confidence interval [CI]: 1.02-3.08, P = .044), delay from injury to duplex ultrasonography (days) (OR = 1.19, 95% CI: 1.13-1.26, P < .001), neutrophil-to-lymphocyte ratio > 3.17 (OR = 5.19, 95% CI: 2.70-9.98, P < .001), fasting blood glucose > 6.1 mmol/L (OR = 2.31, 95% CI: 1.08-4.95, P = .031), and D-dimer > 1.34 mg/L (OR = 3.96, 95% CI: 1.81-8.66, P = .001). Albumin was identified as a protective factor (OR = 0.87, 95% CI: 0.83-0.92, P < .001), indicating that low albumin levels correlate with increased DVT risk. The concordance index and Brier score of the nomogram were 0.829 and 0.033 in the training set, and the corrected values after internal validation were 0.796 and 0.035, respectively. The receiver operating characteristic curve, the calibration curve, the Hosmer-Lemeshow test, and the decision curve analysis performed well in both the training and validation cohorts. This study developed a personalized nomogram model with 6 predictors, which allows surgeons to stratify the risk of preoperative DVT in patients with Pilon fractures.
本研究旨在确定皮隆骨折患者术前深静脉血栓形成(DVT)的危险因素,并建立nomogram模型。本研究回顾性分析了2017年1月至2022年12月在三级转诊医院和大学附属医院住院的皮隆骨折患者。采用多因素logistic回归分析确定术前DVT的危险因素,并建立nomogram模型。除了内部验证外,2023年1月至2024年12月的患者数据作为外部验证集来评估模型的性能。共纳入1994例符合条件的患者,其中1432例为训练集,其余为验证集。多因素分析显示6个独立因素与Pilon骨折患者术前DVT相关。危险因素(比值比[OR] 1)包括:年龄1 ~ 60岁(OR = 1.77, 95%可信区间[CI]: 1.02 ~ 3.08, P = 1.77)。044),从损伤延迟到双超检查(天)(OR = 1.19, 95% CI: 1.13-1.26, P = 3.17 (OR = 5.19, 95% CI: 2.70-9.98, P = 6.1 mmol/L (OR = 2.31, 95% CI: 1.08-4.95, P =。031)和肺动脉栓塞> 1.34 mg / L (OR = 3.96, 95% CI: 1.81—-8.66,P =措施)。白蛋白被确定为保护因素(OR = 0.87, 95% CI: 0.83-0.92, P
{"title":"Development and validation of a nomogram for predicting the risk of preoperative deep vein thrombosis in patients with Pilon fractures: A retrospective cohort study.","authors":"Yongxuan Kang, Yang Zhang, Kai Kang, Tong Li, Xuebin Zhang, Chenni Ji","doi":"10.1097/MD.0000000000047618","DOIUrl":"10.1097/MD.0000000000047618","url":null,"abstract":"<p><p>This study aimed to identify risk factors for preoperative deep vein thrombosis (DVT) in Pilon fracture patients and develop a nomogram model. This study retrospectively analyzed hospitalized patients with Pilon fractures from January 2017 to December 2022 in a tertiary referral and university-affiliated hospital. Multivariate logistic regression analysis was used to identify risk factors for preoperative DVT, and a nomogram model was developed. Besides internal validation, patient data from January 2023 to December 2024 served as an external validation set to assess the model's performance. A total of 1994 eligible patients were included, with 1432 in the training set and the others in the validation set. Multivariate analysis revealed 6 independent factors associated with preoperative DVT in patients with Pilon fractures. Risk factors (odds ratio [OR] > 1) included age >60 years (OR = 1.77, 95% confidence interval [CI]: 1.02-3.08, P = .044), delay from injury to duplex ultrasonography (days) (OR = 1.19, 95% CI: 1.13-1.26, P < .001), neutrophil-to-lymphocyte ratio > 3.17 (OR = 5.19, 95% CI: 2.70-9.98, P < .001), fasting blood glucose > 6.1 mmol/L (OR = 2.31, 95% CI: 1.08-4.95, P = .031), and D-dimer > 1.34 mg/L (OR = 3.96, 95% CI: 1.81-8.66, P = .001). Albumin was identified as a protective factor (OR = 0.87, 95% CI: 0.83-0.92, P < .001), indicating that low albumin levels correlate with increased DVT risk. The concordance index and Brier score of the nomogram were 0.829 and 0.033 in the training set, and the corrected values after internal validation were 0.796 and 0.035, respectively. The receiver operating characteristic curve, the calibration curve, the Hosmer-Lemeshow test, and the decision curve analysis performed well in both the training and validation cohorts. This study developed a personalized nomogram model with 6 predictors, which allows surgeons to stratify the risk of preoperative DVT in patients with Pilon fractures.</p>","PeriodicalId":18549,"journal":{"name":"Medicine","volume":"105 7","pages":"e47618"},"PeriodicalIF":1.4,"publicationDate":"2026-02-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12908773/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146194937","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-13DOI: 10.1097/MD.0000000000047623
Hyoshin Son, Seunghyun Lee, Mi Ji Lee, Manho Kim
Nausea is common in migraines and is one of the most prevalent neurological disorders. Although migraine prophylaxis is known to reduce nausea, the impact of nausea treatment on migraine headache frequency remains unclear. DA-9701, a prokinetic derived from Corydalis tuber and Pharbitidis semen, offers serotonin 5-HT1A/5-HT4 agonism and D2 antagonism, with a reduced risk of adverse effects associated with traditional D2 antagonists. This study assessed the efficacy and short-term tolerability of DA-9701 in treating nausea and migraine and evaluated its secondary effect on reducing the frequency of migraine headaches. A cohort of 110 migraineurs with nausea received DA-9701 for 1 month. Using a headache diary, the monthly frequency of headache and nausea was recorded during a 1-month baseline and a 1-month treatment period. Changes in the number of nausea days per month were measured as the primary outcome. Changes in headache days and days requiring acute rescue medication were assessed as secondary outcomes using the DIEPSS. Further analyses were performed according to the migraine subtypes EM and CM. Nausea days decreased by 53.7% (-4.65 days; 95% confidence interval (CI) -10.66 to -4.66 days; P <.001). Headache days were reduced by 52.2% (-8.18 days; 95% CI -15.35 to -11.19 days;P <.001), and rescue medication days by 44.8% (-3.46 days; 95% CI -6.75 to -1.00 days; P <.001). In the CM group, changes in headache days were more prominent than those in nausea days (-13.47 vs -7.12 days; P <.001). No EPS or other clinically relevant adverse events were observed. DA-9701 was well tolerated and reduced both nausea and headache in migraineurs. The CM data suggest a potential independent prophylactic effect of DA-9701 on migraine headache. Larger randomized controlled trials are warranted.
{"title":"A prokinetic agent DA-9701 formulated with Corydalis tuber and Pharbitidis semen improves nausea in migraine: A prospective observational study.","authors":"Hyoshin Son, Seunghyun Lee, Mi Ji Lee, Manho Kim","doi":"10.1097/MD.0000000000047623","DOIUrl":"10.1097/MD.0000000000047623","url":null,"abstract":"<p><p>Nausea is common in migraines and is one of the most prevalent neurological disorders. Although migraine prophylaxis is known to reduce nausea, the impact of nausea treatment on migraine headache frequency remains unclear. DA-9701, a prokinetic derived from Corydalis tuber and Pharbitidis semen, offers serotonin 5-HT1A/5-HT4 agonism and D2 antagonism, with a reduced risk of adverse effects associated with traditional D2 antagonists. This study assessed the efficacy and short-term tolerability of DA-9701 in treating nausea and migraine and evaluated its secondary effect on reducing the frequency of migraine headaches. A cohort of 110 migraineurs with nausea received DA-9701 for 1 month. Using a headache diary, the monthly frequency of headache and nausea was recorded during a 1-month baseline and a 1-month treatment period. Changes in the number of nausea days per month were measured as the primary outcome. Changes in headache days and days requiring acute rescue medication were assessed as secondary outcomes using the DIEPSS. Further analyses were performed according to the migraine subtypes EM and CM. Nausea days decreased by 53.7% (-4.65 days; 95% confidence interval (CI) -10.66 to -4.66 days; P <.001). Headache days were reduced by 52.2% (-8.18 days; 95% CI -15.35 to -11.19 days;P <.001), and rescue medication days by 44.8% (-3.46 days; 95% CI -6.75 to -1.00 days; P <.001). In the CM group, changes in headache days were more prominent than those in nausea days (-13.47 vs -7.12 days; P <.001). No EPS or other clinically relevant adverse events were observed. DA-9701 was well tolerated and reduced both nausea and headache in migraineurs. The CM data suggest a potential independent prophylactic effect of DA-9701 on migraine headache. Larger randomized controlled trials are warranted.</p>","PeriodicalId":18549,"journal":{"name":"Medicine","volume":"105 7","pages":"e47623"},"PeriodicalIF":1.4,"publicationDate":"2026-02-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12908741/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146194942","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-13DOI: 10.1097/MD.0000000000047737
Xin Li, Tong Wu, Weimin Li, Qianyi Xing, Wenjuan Bao
Background: The aim of this study was to evaluate the preventive effect of transcutaneous acupoint electrical stimulation (TEAS) on emergence agitation after general anesthesia in pediatric patients undergoing tonsillectomy.
Methods: This prospective, randomized, controlled trial was conducted between January 2025 to May 2025, enrolling 97 pediatric patients undergoing tonsillectomy. Participants were randomly assigned to the control or the TEAS group. Patients received TEAS at Hegu and Neiguan during surgical procedure in group TEAS. Emergence agitation incidence, cerebral oxygen saturation, level of β-EP, NE, E and COR, intraoperative anesthesia consumption, mean arterial pressure and heart rate, pediatric anesthesia emergence delirium score, adverse event and satisfaction level were recorded.
Results: In comparison to the control group, the TEAS group exhibited a significant reduction in the incidence of emergence agitation, pediatric anesthesia emergence delirium scores, intraoperative remifentanil consumption, and levels of β-EP, NE, E and COR. Additionally, cerebral oxygen saturation was notably increased in the TEAS group. Post-intubation, mean arterial pressure and heart rate were also significantly lower in the TEAS group compared to the control group. There were no significant differences in adverse events between the 2 groups. Furthermore, patient satisfaction was higher in the TEAS group than in the control group.
Conclusion: TEAS may reduce the incidence of emergence agitation in pediatric patients undergoing tonsillectomy, potentially by enhancing cerebral oxygenation and mitigating stress levels.
{"title":"Preventive effect of transcutaneous acupoint electrical stimulation on emergence agitation after general anesthesia in pediatric patients undergoing tonsillectomy: A randomized clinical trial.","authors":"Xin Li, Tong Wu, Weimin Li, Qianyi Xing, Wenjuan Bao","doi":"10.1097/MD.0000000000047737","DOIUrl":"10.1097/MD.0000000000047737","url":null,"abstract":"<p><strong>Background: </strong>The aim of this study was to evaluate the preventive effect of transcutaneous acupoint electrical stimulation (TEAS) on emergence agitation after general anesthesia in pediatric patients undergoing tonsillectomy.</p><p><strong>Methods: </strong>This prospective, randomized, controlled trial was conducted between January 2025 to May 2025, enrolling 97 pediatric patients undergoing tonsillectomy. Participants were randomly assigned to the control or the TEAS group. Patients received TEAS at Hegu and Neiguan during surgical procedure in group TEAS. Emergence agitation incidence, cerebral oxygen saturation, level of β-EP, NE, E and COR, intraoperative anesthesia consumption, mean arterial pressure and heart rate, pediatric anesthesia emergence delirium score, adverse event and satisfaction level were recorded.</p><p><strong>Results: </strong>In comparison to the control group, the TEAS group exhibited a significant reduction in the incidence of emergence agitation, pediatric anesthesia emergence delirium scores, intraoperative remifentanil consumption, and levels of β-EP, NE, E and COR. Additionally, cerebral oxygen saturation was notably increased in the TEAS group. Post-intubation, mean arterial pressure and heart rate were also significantly lower in the TEAS group compared to the control group. There were no significant differences in adverse events between the 2 groups. Furthermore, patient satisfaction was higher in the TEAS group than in the control group.</p><p><strong>Conclusion: </strong>TEAS may reduce the incidence of emergence agitation in pediatric patients undergoing tonsillectomy, potentially by enhancing cerebral oxygenation and mitigating stress levels.</p>","PeriodicalId":18549,"journal":{"name":"Medicine","volume":"105 7","pages":"e47737"},"PeriodicalIF":1.4,"publicationDate":"2026-02-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12908744/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146194954","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
In Japan, the length of stay in acute care hospitals has decreased, resulting in earlier discharge of stroke patients after life-saving treatment. This trend limits opportunities for patients to practice activities of daily living and for clinicians to prepare appropriate discharge plans. Early prediction of discharge destination is therefore essential to support timely rehabilitation and discharge management. This study aimed to develop a decision tree model to predict discharge destination using data obtained within 3 days of hospitalization. A retrospective observational study was conducted on 150 acute stroke patients. Clinical and demographic characteristics, medical history, cognitive status, National Institutes of Health Stroke Scale (NIHSS), Brunnstrom recovery stage, and motor- and cognitive-functional independence measure (M-FIM, C-FIM) scores were collected. Participants were randomly divided into training (n = 106) and test (n = 44) datasets. Ninety-one patients were discharged home and 59 to other facilities. NIHSS, M-FIM, and C-FIM were identified as key predictors. Patients with NIHSS ≤ 3.5, or with NIHSS > 6.5 combined with M-FIM > 23.5 and C-FIM > 29.5, had a 100% probability of home discharge, whereas those with NIHSS > 6.5 and M-FIM ≤ 23.5 had only a 14.7% chance. The model achieved 86.4% accuracy, with sensitivity of 91.7% and specificity of 80.0%. These findings suggest that combining early neurological and functional assessments provides a reliable basis for anticipating discharge outcomes, thereby aiding rehabilitation planning and effective patient management in acute stroke care.
{"title":"Early clinical indicators for predicting discharge destination from the acute stroke ward: A retrospective observational study.","authors":"Takaya Komiyama, Kenji Tsuchiya, Takaaki Fujita, Kohei Obuchi, Fusae Tozato","doi":"10.1097/MD.0000000000047419","DOIUrl":"10.1097/MD.0000000000047419","url":null,"abstract":"<p><p>In Japan, the length of stay in acute care hospitals has decreased, resulting in earlier discharge of stroke patients after life-saving treatment. This trend limits opportunities for patients to practice activities of daily living and for clinicians to prepare appropriate discharge plans. Early prediction of discharge destination is therefore essential to support timely rehabilitation and discharge management. This study aimed to develop a decision tree model to predict discharge destination using data obtained within 3 days of hospitalization. A retrospective observational study was conducted on 150 acute stroke patients. Clinical and demographic characteristics, medical history, cognitive status, National Institutes of Health Stroke Scale (NIHSS), Brunnstrom recovery stage, and motor- and cognitive-functional independence measure (M-FIM, C-FIM) scores were collected. Participants were randomly divided into training (n = 106) and test (n = 44) datasets. Ninety-one patients were discharged home and 59 to other facilities. NIHSS, M-FIM, and C-FIM were identified as key predictors. Patients with NIHSS ≤ 3.5, or with NIHSS > 6.5 combined with M-FIM > 23.5 and C-FIM > 29.5, had a 100% probability of home discharge, whereas those with NIHSS > 6.5 and M-FIM ≤ 23.5 had only a 14.7% chance. The model achieved 86.4% accuracy, with sensitivity of 91.7% and specificity of 80.0%. These findings suggest that combining early neurological and functional assessments provides a reliable basis for anticipating discharge outcomes, thereby aiding rehabilitation planning and effective patient management in acute stroke care.</p>","PeriodicalId":18549,"journal":{"name":"Medicine","volume":"105 7","pages":"e47419"},"PeriodicalIF":1.4,"publicationDate":"2026-02-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12908779/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146195019","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}