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Increased Lymphatic Vessels: A Risk Factor for Severe Renal Function Loss in Obstructive Nephropathy Patients. 淋巴管增加:阻塞性肾病患者严重肾功能丧失的风险因素
IF 3.2 3区 医学 Q1 MEDICINE, GENERAL & INTERNAL Pub Date : 2024-08-26 eCollection Date: 2024-01-01 DOI: 10.7150/ijms.100367
Zheng Wang, Danni Hu, Huzi Xu, Rui Zeng, Ying Yao

Background: Obstructive nephropathy (ON), resulting from hindered urine flow, significantly contributes to both acute kidney injury (AKI) and chronic kidney disease (CKD). Research has consistently highlighted increased lymphatic vessels (LVs) density in diverse kidney diseases. However, the precise involvement of LVs in ON remains unclear. Methods: Patients diagnosed with ON were enrolled in this study from January 2020 to December 2023. LVs and histological pathology in renal biopsy tissues were detected through immunohistochemistry and Periodic Acid-Schiff staining. Patients were categorized into two cohorts based on their estimated glomerular filtration rate (eGFR) levels: one cohort included patients with eGFR < 90, while the other encompassed those with eGFR ≥ 90. Univariate and multivariable logistic regression analyses were conducted to determine the odds ratio (OR) and 95% confidence interval (CI) for the association between the two cohorts. Results: 239 patients were enrolled in the study. The density of LVs was elevated in ON, with even higher densities observed in patients with severe renal impairment. Additionally, several risk factors contributing to the deterioration of renal function in ON patients have been identified, including age, ureteral calculi (UC), alanine aminotransferase (ALT), and uric acid (UA). Furthermore, by leveraging LVs density, multiple robust models have been established to predict severe renal impairment in ON. Conclusions: Lymphatic vessels density is significantly elevated in ON, serving as an independent risk factor for the decline in renal function.

背景:尿流受阻导致的阻塞性肾病(ON)是急性肾损伤(AKI)和慢性肾病(CKD)的重要诱因。研究一直强调各种肾脏疾病中淋巴管(LV)密度的增加。然而,淋巴管在肾损伤中的确切参与程度仍不清楚。研究方法本研究从 2020 年 1 月至 2023 年 12 月招募了被诊断为 ON 的患者。通过免疫组化和高碘酸-Schiff染色检测肾活检组织中的LVs和组织病理学。根据患者的估计肾小球滤过率(eGFR)水平将其分为两组:一组包括eGFR<90的患者,另一组包括eGFR≥90的患者。我们进行了单变量和多变量逻辑回归分析,以确定两个队列之间相关性的几率比(OR)和 95% 的置信区间(CI)。结果:239 名患者参与了研究。ON 患者的左心室密度升高,严重肾功能损害患者的左心室密度甚至更高。此外,还发现了导致 ON 患者肾功能恶化的几个风险因素,包括年龄、输尿管结石(UC)、丙氨酸氨基转移酶(ALT)和尿酸(UA)。此外,通过利用左心室密度,还建立了多个稳健的模型来预测 ON 患者的严重肾功能损害。结论淋巴管密度在登革热患者中明显升高,是肾功能下降的独立风险因素。
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引用次数: 0
Validation of VO2max Prediction Using International Formulae for Young Saudi Men. 使用国际公式对沙特青年男子的 VO2max 预测进行验证。
IF 3.2 3区 医学 Q1 MEDICINE, GENERAL & INTERNAL Pub Date : 2024-08-26 eCollection Date: 2024-01-01 DOI: 10.7150/ijms.99236
Khaled Sayar, Abdullah Bamosa, Lubna Al-Asoom, Ayad Mohammed Salem, Qassim Muaidi

Objectives: In this study, we aimed to assess the maximal oxygen uptake (VO2max) of young, healthy, non-athletic Saudi men using maximum graded exercise with instant breath-by-breath analysis and to compare this value to the predicted VO2max by international formulae. Methods: In this cross-sectional study, 88 young non-athletic normal-weight Saudi subjects were recruited from Eastern Province of Saudi Arabia with mean age (21.3 ± 1.5 years), weight: (64.7 ± 7.5 kg), height: (172.3 ± 6.1 cm) and body mass index: (21.8 ± 2.1). All subjects were interviewed and examined for eligibility, after which they performed maximum graded exercise testing on a treadmill to obtain VO2max. The predicted VO2max was also generated using the following formulae (Edvardsen, Fairbarns, FRIENDS, Hansen, and Jones). Results: The mean measured VO2max was 41.9 ± 7.2 ml/kg/min. While the predicted VO2max using the formulae were: Edvardsen = 66.8 ± 7.9, Fairbarns = 64.1 ± 4.7, FRIENDS = 53.5 ± 2.2, Hansen = 42.8 ± 0.54, and Jones = 50.9 ± 5.1 ml/kg/min. There was a significant difference between all the predicted VO2max and the measured one using the paired t-test (P < 0.001), except for the Hansen's predicted value (P = 0.212). The effect size index (Cohen's d) for the comparison of Hansen's VO2max and measured VO2max was trivial and equal to 0.13. The Bland-Altman test showed good agreement between the measured and Hansen's predicted VO2max. Conclusion: This study demonstrated the mean VO2max value of young, healthy, and non-athletic Saudi men. This value was lower than Western values, which might be due to low physical activity or racial differences. Most international formulae overestimate the VO2max in this population, except for the Hansen equation. Therefore, Hansen's predicted VO2max might be the best available reference value for the diagnosis and prognosis of young Saudi individuals undergoing maximum exercise testing.

研究目的在这项研究中,我们旨在利用最大分级运动和即时逐次呼吸分析评估年轻、健康、非运动型沙特男性的最大摄氧量(VO2max),并将该值与国际公式预测的 VO2max 进行比较。研究方法:在这项横断面研究中,从沙特阿拉伯东部省招募了 88 名年轻的非运动型正常体重沙特受试者,他们的平均年龄为(21.3 ± 1.5 岁)、体重为(64.7 ± 7.5 千克)、身高为(172.3 ± 6.1 厘米)、体重指数为(21.8 ± 2.1):(21.8 ± 2.1).所有受试者均接受了面谈和资格审查,随后在跑步机上进行了最大分级运动测试,以获得最大 VO2 值。预测的 VO2max 也是使用以下公式生成的(Edvardsen、Fairbarns、FRIENDS、Hansen 和 Jones)。结果:测得的平均 VO2max 为 41.9 ± 7.2 毫升/千克/分钟。而使用公式预测的最大氧饱和度为Edvardsen = 66.8 ± 7.9、Fairbarns = 64.1 ± 4.7、FRIENDS = 53.5 ± 2.2、Hansen = 42.8 ± 0.54 和 Jones = 50.9 ± 5.1 毫升/千克/分钟。通过配对 t 检验,除汉森预测值(P = 0.212)外,其他预测 VO2max 与测量值之间均存在明显差异(P < 0.001)。汉森预测 VO2max 和测量 VO2max 比较的效应大小指数(Cohen's d)微不足道,等于 0.13。布兰德-阿尔特曼检验表明,测量值和汉森预测值之间的一致性很好。结论这项研究显示了年轻、健康和非运动型沙特男性的平均 VO2max 值。该值低于西方国家的数值,这可能是由于运动量少或种族差异造成的。除汉森方程外,大多数国际公式都高估了该人群的最大氧饱和度。因此,汉森预测的 VO2max 可能是对接受最大运动量测试的沙特年轻人进行诊断和预后判断的最佳参考值。
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引用次数: 0
Revelation of comprehensive cell profiling of primary and metastatic tumour ecosystems in oral squamous cell carcinoma by single-cell transcriptomic analysis. 通过单细胞转录组学分析揭示口腔鳞状细胞癌原发和转移肿瘤生态系统的综合细胞谱。
IF 3.2 3区 医学 Q1 MEDICINE, GENERAL & INTERNAL Pub Date : 2024-08-26 eCollection Date: 2024-01-01 DOI: 10.7150/ijms.97404
Yin-Han Liao, Li Chen, Bing-Hua Feng, Wei Lv, Xuan-Ping Huang, Hao Li, Cui-Ping Li

Background: The analysis of single-cell transcriptome profiling of tumour tissue isolates helps to identify heterogeneous tumour cells, neighbouring stromal cells and immune cells. Local metastasis of lymph nodes is the most dominant and influential biological behaviors of oral squamous cell carcinoma (OSCC) in terms of treatment prognosis. Understanding metastasis initiation and progression is important for the discovery of new treatments for OSCC and prediction of clinical responses to immunotherapy. However, the identity of metastasis-initiating cells in human OSCC remains elusive, and whether metastases are hierarchically organized is unknown. Therefore, this study was conducted to understand the cellular origins and gene expression signature of OSCC at the single-cell level. Methods: Single-cell RNA sequencing (scRNA-seq) was used to analyze cells from tissue of para-carcinoma (PCA: adjacent normal tissue not less than 2 cm from the tumour), carcinoma (CA), lymph node metastasis (LNM) from patients with OSCC and PCA and CA tissue from patients with second primary OSCC (SPOSCC) after radiotherapy of nasopharyngeal carcinoma (NPC). The cell types and their underlying functions were classified. The comparisons were then conducted between the homology and heterogeneity from cell types and both conservative and heterogeneous aspects of evolution were identified. Immunohistochemistry was performed to verify the makers of cell clusters and the expression level of novel genes. Results: A single-cell transcriptomic map of OSCC was created, including 16 clusters of PCA cells, 17 clusters of CA cells, 14 clusters of left LNM cells, and 14 clusters of right LNM cells. We also discovered two novel types of cells including CD1C-CD141-dendritic cells and CD1C+_B dendritic cells. Most of the non-cancer cells are immune cells, with two distinct clusters of T lymphocytes, B lymphocytes, CD1C-CD141-dendritic cells+ and CD1C+_B dendritic cells. We also classified cells into 15 clusters for SPOSCC after radiotherapy of NPC. Determining the upregulated expression levels of IL1RN and C15orf48 as novel markers using immunohistochemistry facilitated the correct classification of OSCC including SPOSCC after radiotherapy of NPC and the prediction of their prognosis. Conclusions: The findings provided an unprecedented and valuable view of the functional states and heterogeneity of cell populations in LNM of OSCC and SPOSCC after radiotherapy of NPC at single-cell genomic resolution. Moreover, this transcriptomic map discovered new cell types in mouth, and novel tumour cell-specific markers/oncogene.

背景:对肿瘤组织分离物进行单细胞转录组分析有助于识别异质性肿瘤细胞、邻近基质细胞和免疫细胞。就治疗预后而言,淋巴结局部转移是口腔鳞状细胞癌(OSCC)最主要、最具影响力的生物学行为。了解转移的发生和发展对于发现 OSCC 的新疗法和预测免疫疗法的临床反应非常重要。然而,人类 OSCC 中转移启动细胞的身份仍然难以捉摸,转移是否分层组织也不得而知。因此,本研究旨在从单细胞水平了解 OSCC 的细胞起源和基因表达特征。研究方法采用单细胞RNA测序(scRNA-seq)分析了OSCC患者的癌旁(PCA:距离肿瘤不小于2厘米的邻近正常组织)、癌(CA)和淋巴结转移(LNM)组织细胞,以及鼻咽癌(NPC)放疗后二次原发OSCC(SPOSCC)患者的PCA和CA组织细胞。对细胞类型及其基本功能进行了分类。然后对细胞类型的同源性和异质性进行了比较,确定了进化的保守性和异质性。通过免疫组化来验证细胞集群的制造者和新基因的表达水平。研究结果我们绘制了 OSCC 的单细胞转录组图谱,其中包括 16 个 PCA 细胞群、17 个 CA 细胞群、14 个左侧 LNM 细胞群和 14 个右侧 LNM 细胞群。我们还发现了两种新型细胞,包括CD1C-CD141-树突状细胞和CD1C+_B树突状细胞。大多数非癌细胞是免疫细胞,其中有两个不同的 T 淋巴细胞群、B 淋巴细胞群、CD1C-CD141-树突状细胞+ 群和 CD1C+_B 树突状细胞群。我们还将鼻咽癌放疗后的 SPOSCC 细胞分为 15 个群组。使用免疫组化方法确定 IL1RN 和 C15orf48 作为新标记物的上调表达水平,有助于对包括鼻咽癌放疗后 SPOSCC 在内的 OSCC 进行正确分类,并预测其预后。结论研究结果以单细胞基因组的分辨率为 OSCC 和鼻咽癌放疗后 SPOSCC 的 LNM 细胞群的功能状态和异质性提供了前所未有的宝贵视角。此外,该转录组图谱还发现了口腔中的新细胞类型以及新型肿瘤细胞特异性标记物/癌基因。
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引用次数: 0
Integration of proteomics and transcriptomics to construct a prognostic signature of renal clear cell carcinoma. 整合蛋白质组学和转录组学构建肾透明细胞癌的预后特征。
IF 3.2 3区 医学 Q1 MEDICINE, GENERAL & INTERNAL Pub Date : 2024-08-19 eCollection Date: 2024-01-01 DOI: 10.7150/ijms.99992
Guangyang Cheng, Zhaokai Zhou, Shiqi Li, Zhuo Ye, Yan Wang, Jianguo Wen, Chuanchuan Ren

Background: Protein information is often replaced by RNA data in studies to understand cancer-related biological processes or molecular functions, and proteins of prognostic significance in Kidney clear cell carcinoma (KIRC) remain to be mined. Methods: The cancer genome atlas program (TCGA) data was utilized to screen for proteins that are prognostically significant in KIRC. Machine learning algorithms were employed to develop protein prognostic models. Additionally, immune infiltration abundance, somatic mutation differences, and immunotherapeutic responses were analyzed in various protein risk subgroups. Ultimately, the validation of protein-coding genes was confirmed by utilizing an online database and implementing quantitative real-time PCR (qRT-PCR). Results: The patients were divided into two risk categories based on prognostic proteins, and notable disparities in both overall survival (OS) and progression free interval (PFI) were observed between the two groups. The OS was more unfavorable in the high-risk group, and there was a noteworthy disparity in the level of immune infiltration observed between the two groups. In addition, the nomogram showed high accuracy in predicting survival in KIRC patients. Conclusion: In this research, we elucidated the core proteins associated with prognosis in terms of survival prediction, immunotherapeutic response, somatic mutation, and immune microenvironment. Additionally, we have developed a reliable prognostic model with excellent predictive capabilities.

背景:在了解癌症相关生物学过程或分子功能的研究中,蛋白质信息往往被 RNA 数据所取代,而对肾透明细胞癌(KIRC)预后有重要意义的蛋白质仍有待挖掘。研究方法利用癌症基因组图谱计划(TCGA)数据筛选对肾透明细胞癌(KIRC)有预后意义的蛋白质。利用机器学习算法建立蛋白质预后模型。此外,还分析了不同蛋白质风险亚组的免疫浸润丰度、体细胞突变差异和免疫治疗反应。最后,利用在线数据库和定量实时 PCR(qRT-PCR)对蛋白编码基因进行了验证。结果:根据预后蛋白将患者分为两个风险类别,并观察到两组患者的总生存期(OS)和无进展间期(PFI)存在显著差异。高风险组的 OS 更差,两组患者的免疫浸润程度也有显著差异。此外,提名图在预测 KIRC 患者的生存率方面显示出较高的准确性。结论在这项研究中,我们从生存预测、免疫治疗反应、体细胞突变和免疫微环境等方面阐明了与预后相关的核心蛋白。此外,我们还建立了一个具有出色预测能力的可靠预后模型。
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引用次数: 0
Magnetic nanomagnetic nanoparticles combining with Slit2 gene and bone marrow mononuclear cells to improve cognitive dysfunction in rats with chronic cerebral ischemia. 磁性纳米颗粒与 Slit2 基因和骨髓单核细胞相结合,改善慢性脑缺血大鼠的认知功能障碍。
IF 3.2 3区 医学 Q1 MEDICINE, GENERAL & INTERNAL Pub Date : 2024-08-19 eCollection Date: 2024-01-01 DOI: 10.7150/ijms.97051
Nan Wang, Muhui Lin, Wanshu Guo, Yunpeng Cao

Purpose: Cognitive dysfunction caused by chronic cerebral hypoperfusion (CCH) is the leading cause of vascular dementia. Therefore, it is necessary to explore the mechanism that causes cerebral injury and find an effective therapy. Methods: Bone marrow mononuclear cells (BMMNCs) were extracted to detect the activity by CCK-8 kit and verify the transfection efficiency using reverse transcription-quantitative real-time polymerase chain reaction (RT-qPCR). A CCH rat model was established. Superparamagnetic iron oxide nanoparticles (BMPs)-PEI-Slit2/BMMNCs were injected into the tail vein and intervened with an external magnetic field. Hematoxylin and eosin staining was used to observe the pathological changes in brain tissue. The Slit/Robo pathway-related proteins Slit2 and Robo4 were detected by RT-qPCR and Western blotting. Results: The neurological score of the CCH group significantly increased compared with that of the sham group (P<0.05). The levels of brain injury markers S-100β and NSE were significantly higher in the CCH group than in the sham group (P<0.05). Neuronal apoptosis in the frontal cortex and hippocampus of CCH rats significantly increased compared with that of the sham group (P<0.05). The expression levels of Slit2 and Robo4 mRNAs and proteins in brain tissue of CCH rats significantly increased (P<0.05). The neurological function scores of CCH rats treated with BMP-PEI-Slit2/BMMNC significantly increased after Robo4 siRNA administration (P<0.05). Conclusion: BMP combination with the CCH-related gene Slit2 can effectively improve the efficiency of BMMNC transplantation in treatment.

目的:慢性脑灌注不足(CCH)导致的认知功能障碍是血管性痴呆的主要原因。因此,有必要探索导致脑损伤的机制,并找到有效的治疗方法。研究方法提取骨髓单核细胞(BMMNCs),用 CCK-8 试剂盒检测其活性,并用反转录-定量实时聚合酶链反应(RT-qPCR)验证转染效率。建立了 CCH 大鼠模型。将超顺磁性氧化铁纳米颗粒(BMPs)-PEI-Slit2/BMMNCs 注入大鼠尾静脉并用外磁场干预。用苏木精和伊红染色观察脑组织的病理变化。通过RT-qPCR和Western印迹检测Slit/Robo通路相关蛋白Slit2和Robo4。结果与假组相比,CCH 组的神经评分明显提高(PConclusion:BMP与CCH相关基因Slit2的结合可有效提高BMMNC移植的治疗效率。
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引用次数: 0
Association of Methylenetetrahydrofolate Reductase rs1801133 Polymorphism with osteoporosis and fracture risk in Taiwan. 台湾亚甲基四氢叶酸还原酶 rs1801133 多态性与骨质疏松症和骨折风险的关系
IF 3.2 3区 医学 Q1 MEDICINE, GENERAL & INTERNAL Pub Date : 2024-08-19 eCollection Date: 2024-01-01 DOI: 10.7150/ijms.97524
Meng-Hua Li, I-Chieh Chen, Hui-Wen Yang, Hsin-Chien Yen, Yu-Yuan Ke, Yi-Ming Chen, Chia-Chi Hsu

Introduction: Osteoporosis is a prevalent skeletal disorder influenced by age, hormonal changes, medication use, nutrition, and genetics. The relationship between MTHFR and osteoporosis remains unclear, especially in Asians. The aim of our study was to elucidate the impact of MTHFR on osteoporosis and fracture risk. Materials and Methods: Participants were recruited from the Taiwan Precision Medicine Initiative at Taichung Veterans General Hospital. A total of 3,503 subjects with available bone mineral density measurements were selected. Using the Axiom Genome-Wide TWB 2.0 Array, we identified the MTHFR rs1801133 variant. Among these subjects, 1,624 patients carrying the variant were included in the case group, while the remaining 1,879 patients without the variant served as the control group. Results: Overall, individuals carrying the MTHFR rs1801133 variant exhibited a significantly elevated risk of developing osteoporosis. Stratified analysis by different genotypes, the results revealed a statistically significant association between the heterozygous genotype of MTHFR rs1801133 and osteoporosis. However, there was no significant correlation between MTHFR genotypes and fracture risk. Furthermore, subgroup analysis of female patients revealed age, a known risk factor, was associated with both osteoporosis and fractures. Interestingly, the presence of the MTHFR rs1801133 variant did not confer an increased risk of osteoporosis or fractures in females. Conclusion: Our study revealed a notable increase in the prevalence of osteoporosis among individuals carrying the MTHFR rs1801133 variant. Nevertheless, these individuals did not exhibit a heightened risk of major or hip fractures compared to non-carriers. Our findings could be of value in raising awareness of the increased risk of osteoporosis among individuals with this genetic variant.

简介骨质疏松症是一种常见的骨骼疾病,受年龄、荷尔蒙变化、药物使用、营养和遗传的影响。MTHFR与骨质疏松症之间的关系仍不清楚,尤其是在亚洲人中。我们的研究旨在阐明 MTHFR 对骨质疏松症和骨折风险的影响。材料与方法:研究对象来自台中荣民总医院的台湾精准医疗计划。共选取了 3,503 名有骨矿密度测定结果的受试者。利用 Axiom 全基因组 TWB 2.0 阵列,我们确定了 MTHFR rs1801133 变异。在这些受试者中,1624 名携带该变异体的患者被纳入病例组,其余 1879 名未携带该变异体的患者作为对照组。结果显示总体而言,携带 MTHFR rs1801133 变体的人患骨质疏松症的风险明显升高。按不同基因型进行的分层分析结果显示,MTHFR rs1801133 杂合基因型与骨质疏松症之间存在统计学意义上的显著关联。然而,MTHFR 基因型与骨折风险之间没有明显的相关性。此外,对女性患者进行的亚组分析显示,年龄这一已知的风险因素与骨质疏松症和骨折都有关联。有趣的是,MTHFR rs1801133 变体的存在并不会增加女性骨质疏松症或骨折的风险。结论我们的研究显示,携带 MTHFR rs1801133 变体的人骨质疏松症患病率明显增加。尽管如此,与非携带者相比,这些人发生大骨节骨折或髋部骨折的风险并没有增加。我们的研究结果对于提高人们对该基因变异携带者骨质疏松症风险增加的认识很有价值。
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引用次数: 0
Herpes Zoster Risk After Total Knee Replacement: a multicenter, propensity-score-matched cohort study in the United States. 全膝关节置换术后的带状疱疹风险:美国一项多中心、倾向分数匹配队列研究。
IF 3.2 3区 医学 Q1 MEDICINE, GENERAL & INTERNAL Pub Date : 2024-08-19 eCollection Date: 2024-01-01 DOI: 10.7150/ijms.97654
Wen-Chieh Liao, Shao-Wei Lo, Chih-Lung Wu, Sin-Ei Juang, Hui-Chin Chang, Shuo-Yan Gau, Chen-Pi Li

Background: Total knee replacement (TKR) is a common surgical procedure for osteoarthritis (OA) patients. TKR may increase susceptibility to herpes zoster (HZ) by inducing immunosuppression, surgical stress, and nerve injury. However, limited data exist on the relationship between TKR and HZ. This study examined the risk of HZ over time among OA patients who underwent TKR and those who did not, using a large population-based cohort. Method: Utilizing the TriNetX research network, people with OA and underwent TKR were recruited as case group. After 1:1 propensity score matching, OA patients who never experienced TKR were included as control group. Covariates, including demographics, comorbidities, and laboratory data, were balanced using propensity score matching. A 5-year follow-up assessed the hazard ratio of incident HZ and related complications. Results: Compared to the control group, a significantly elevated risk of HZ was observed in the TKR cohort across 5-year follow-up period, with the hazard ratio of 1.223 (95% CI: 1.089-1.373). Zoster without complications presented 1.173-fold risk in TKR patients while comparing with non-TKR controls. However, most other secondary outcomes related to HZ complications-such as encephalitis, neurological involvement, ocular disease, and disseminated zoster-did not show a significant increase in risk. The risk of HZ was statistically significant for females and older adults in the TKR cohort than in the control cohort. Conclusions: OA patients who underwent TKR had an increased risk of HZ compared to those who did not receive the procedure, especially females and older adults. These findings highlight the need for HZ monitoring/prevention protocols and further research on mitigating viral reactivation after major joint surgery.

背景:全膝关节置换术(TKR)是骨关节炎(OA)患者常见的外科手术。全膝关节置换术可能会引起免疫抑制、手术压力和神经损伤,从而增加带状疱疹(HZ)的易感性。然而,关于 TKR 与 HZ 之间关系的数据还很有限。本研究利用一个大型人群队列,研究了接受 TKR 和未接受 TKR 的 OA 患者随着时间推移患 HZ 的风险。研究方法利用 TriNetX 研究网络,招募接受过 TKR 的 OA 患者作为病例组。经过1:1倾向得分匹配后,将从未接受过TKR的OA患者作为对照组。人口统计学、合并症和实验室数据等协变量均采用倾向得分匹配法进行平衡。为期5年的随访评估了HZ事件和相关并发症的危险比。结果显示与对照组相比,TKR 组群在 5 年随访期间发生 HZ 的风险明显升高,危险比为 1.223(95% CI:1.089-1.373)。与非 TKR 对照组相比,TKR 患者出现无并发症带状疱疹的风险为 1.173 倍。然而,与 HZ 并发症相关的大多数其他次要结果--如脑炎、神经系统受累、眼部疾病和播散性带状疱疹--并未显示出风险的显著增加。与对照组相比,TKR 组群中女性和老年人患 HZ 的风险具有显著的统计学意义。结论:与未接受 TKR 的患者相比,接受 TKR 的 OA 患者罹患 HZ 的风险更高,尤其是女性和老年人。这些研究结果突出表明,有必要制定 HZ 监测/预防方案,并进一步研究如何减轻大型关节手术后的病毒再激活。
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引用次数: 0
Prediction of Arteriovenous Access Dysfunction by Mel Spectrogram-based Deep Learning Model. 通过基于 Mel Spectrogram 的深度学习模型预测动静脉通路功能障碍。
IF 3.2 3区 医学 Q1 MEDICINE, GENERAL & INTERNAL Pub Date : 2024-08-19 eCollection Date: 2024-01-01 DOI: 10.7150/ijms.98421
Tung-Ling Chung, Yi-Hsueh Liu, Pei-Yu Wu, Jiun-Chi Huang, Yi-Chun Tsai, Yu-Chen Wang, Shan-Pin Pan, Ya-Ling Hsu, Szu-Chia Chen

Background: The early detection of arteriovenous (AV) access dysfunction is crucial for maintaining the patency of vascular access. This study aimed to use deep learning to predict AV access malfunction necessitating further vascular management. Methods: This prospective cohort study enrolled prevalent hemodialysis (HD) patients with an AV fistula or AV graft from a single HD center. Their AV access bruit sounds were recorded weekly using an electronic stethoscope from three different sites (arterial needle site, venous needle site, and the midpoint between the arterial and venous needle sites) before HD sessions. The audio signals were converted to Mel spectrograms using Fourier transformation and utilized to develop deep learning models. Three deep learning models, (1) Convolutional Neural Network (CNN), (2) Convolutional Recurrent Neural Network (CRNN), and (3) Vision Transformers-Gate Recurrent Unit (ViT-GRU), were trained and compared to predict the likelihood of dysfunctional AV access. Results: Total 437 audio recordings were obtained from 84 patients. The CNN model outperformed the other models in the test set, with an F1 score of 0.7037 and area under the receiver operating characteristic curve (AUROC) of 0.7112. The Vit-GRU model had high performance in out-of-fold predictions, with an F1 score of 0.7131 and AUROC of 0.7745, but low generalization ability in the test set, with an F1 score of 0.5225 and AUROC of 0.5977. Conclusions: The CNN model based on Mel spectrograms could predict malfunctioning AV access requiring vascular intervention within 10 days. This approach could serve as a useful screening tool for high-risk AV access.

背景:早期发现动静脉(AV)通路功能障碍对于保持血管通路的通畅至关重要。本研究旨在利用深度学习预测需要进一步血管管理的动静脉通路故障。方法:这项前瞻性队列研究从一个血液透析中心招募了患有动静脉瘘或动静脉移植的血液透析(HD)患者。在进行血液透析治疗前,使用电子听诊器每周从三个不同部位(动脉针部位、静脉针部位以及动脉针和静脉针部位之间的中点)记录他们的房室通路搏动声。音频信号通过傅立叶变换转换成梅尔频谱图,并用于开发深度学习模型。对三种深度学习模型(1)卷积神经网络(CNN)、(2)卷积递归神经网络(CRNN)和(3)视觉变换器-栅极递归单元(ViT-GRU))进行了训练和比较,以预测房室通路功能障碍的可能性。结果共获得 84 名患者的 437 条音频记录。CNN 模型在测试集中的表现优于其他模型,F1 得分为 0.7037,接收者工作特征曲线下面积(AUROC)为 0.7112。Vit-GRU 模型在折外预测中表现优异,F1 得分为 0.7131,AUROC 为 0.7745,但在测试集中的泛化能力较低,F1 得分为 0.5225,AUROC 为 0.5977。结论基于梅尔频谱图的 CNN 模型可以预测需要在 10 天内进行血管介入治疗的房室通路故障。这种方法可作为筛查高风险动静脉通路的有用工具。
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引用次数: 0
Hyperbaric oxygen therapy alleviates intestinal dysfunction following traumatic brain injury via m6A regulation. 高压氧疗法通过 m6A 调节缓解脑外伤后的肠道功能障碍。
IF 3.2 3区 医学 Q1 MEDICINE, GENERAL & INTERNAL Pub Date : 2024-08-19 eCollection Date: 2024-01-01 DOI: 10.7150/ijms.97682
Xuelai Yu, Wei Zhao, Yunyun Liu, Jingchuan Lv, Xiang Zhong, Peizan Huang

Hyperbaric oxygen (HBO) therapy can attenuate neurological impairment after traumatic brain injury (TBI) and alleviate intestinal dysfunction. However, the role and mechanism of HBO therapy in intestinal dysfunction following TBI remain unclear. Herein, by establishing a mouse model of controlled cortical impact (CCI), we found that HBO therapy reduced histopathological lesions and decreased the levels of inflammatory and oedema proteins in the intestinal tissues of mice 10 days after TBI. We also showed that HBO therapy improved microbiome abundance and probiotic (particularly g_Bifidobacterium) colonisation in mice post-CCI. Then, we identified that the m6A level imcreased notably in injured cortical tissue of CCI+HBO group compared with the CCI group following CCI. Thus, our results suggested that HBO therapy could alleviate TBI-induced intestinal dysfunction and m6A might participate in this regulation process, which provides new insights for exploring the specific mechanism and targets of HBO in the treatment of intestinal dysfunction after TBI, thereby improving the therapeutic effect of HBO.

高压氧疗法(HBO)可减轻创伤性脑损伤(TBI)后的神经损伤,缓解肠道功能障碍。然而,高压氧疗法在创伤性脑损伤后肠道功能障碍中的作用和机制仍不清楚。在此,我们通过建立受控皮质冲击(CCI)小鼠模型,发现 HBO 疗法可减少组织病理学病变,并降低小鼠 TBI 10 天后肠道组织中的炎症和水肿蛋白水平。我们还发现,HBO疗法提高了CCI后小鼠体内微生物组的丰度和益生菌(尤其是双歧杆菌)的定植率。然后,我们发现,CCI+HBO 组与 CCI 组相比,CCI 后损伤皮层组织中的 m6A 水平显著增加。因此,我们的研究结果表明,HBO疗法可以缓解创伤性脑损伤引起的肠道功能障碍,而m6A可能参与了这一调节过程,这为探索HBO治疗创伤性脑损伤后肠道功能障碍的具体机制和靶点提供了新的见解,从而提高了HBO的治疗效果。
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引用次数: 0
Mitochondrial ATP Synthesis and Proton Transport Synergistically Mitigate Oligodendrocyte Progenitor Cell Dysfunction Following Transient Middle Cerebral Artery Occlusion via the Pbx3/Dguok/Kif21b Signaling Pathway. 线粒体 ATP 合成和质子转运通过 Pbx3/Dguok/Kif21b 信号通路协同缓解短暂性大脑中动脉闭塞后的少突胶质细胞祖细胞功能障碍。
IF 3.2 3区 医学 Q1 MEDICINE, GENERAL & INTERNAL Pub Date : 2024-08-13 eCollection Date: 2024-01-01 DOI: 10.7150/ijms.100127
Yehai Li, Min Zhang, Jinchuan Lin, Hang Guo, Hao Zhou, Yong Jin, Zhao Yang

In the realm of this study, obtaining a comprehensive understanding of ischemic brain injury and its molecular foundations is of paramount importance. Our study delved into single-cell data analysis, with a specific focus on sub-celltypes and differentially expressed genes in the aftermath of ischemic injury. Notably, we observed a significant enrichment of the "ATP METABOLIC PROCESS" and "ATP HYDROLYSIS ACTIVITY" pathways, featuring pivotal genes such as Pbx3, Dguok, and Kif21b. A remarkable finding was the consistent upregulation of genes like Fabp7 and Bcl11a within the MCAO group, highlighting their crucial roles in regulating the pathway of mitochondrial ATP synthesis coupled proton transport. Furthermore, our network analysis unveiled pathways like "Neuron differentiation" and "T cell differentiation" as central in the regulatory processes of sub-celltypes. These findings provide valuable insights into the intricate molecular responses and regulatory mechanisms that govern brain injury. The shared differentially expressed genes among sub-celltypes emphasize their significance in orchestrating responses post-ischemic injury. Our research, viewed from the perspective of a medical researcher, contributes to the evolving understanding of the molecular landscape underlying ischemic brain injury, potentially paving the way for targeted therapeutic strategies and improved patient outcomes.

在这项研究中,全面了解缺血性脑损伤及其分子基础至关重要。我们的研究深入到单细胞数据分析,特别关注缺血性损伤后的亚细胞类型和差异表达基因。值得注意的是,我们观察到 "ATP 代谢过程 "和 "ATP 水解活动 "通路显著富集,其中包括 Pbx3、Dguok 和 Kif21b 等关键基因。一个引人注目的发现是,在 MCAO 组中,Fabp7 和 Bcl11a 等基因持续上调,突显了它们在调节线粒体 ATP 合成耦合质子转运途径中的关键作用。此外,我们的网络分析揭示了 "神经元分化 "和 "T 细胞分化 "等通路在亚细胞类型调控过程中的核心作用。这些发现为了解脑损伤的复杂分子反应和调控机制提供了宝贵的见解。亚细胞类型之间共同的差异表达基因强调了它们在协调缺血损伤后反应中的重要性。从医学研究者的角度来看,我们的研究有助于加深人们对缺血性脑损伤的分子结构的理解,从而有可能为制定有针对性的治疗策略和改善患者预后铺平道路。
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引用次数: 0
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