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The Pelvic Proprioceptive Test (PP-Test): A Novel Pelvic Floor Evaluation in Female Athletes - A Reliability and Observational Study. 盆腔本体感觉测试(PP-Test):一种新的女性运动员盆底评估——一项可靠性和观察性研究。
IF 1.6 4区 医学 Q4 NEUROSCIENCES Pub Date : 2025-12-01
Elena Vico-Moreno, Juan Carlos Fernández-Domínguez, Elisa Bosch-Donate, Andreu Sastre-Munar, Paz Martínez-Bueso, Natalia Romero-Franco

Objectives: Force sense (FS) is a proprioceptive component related with functionality, but no specific tests have been developed for pelvic floor (PF). We aimed to evaluate the test-retest reliability of a novel pelvic proprioceptive test (PPT) to explore FS and its relationship with maximal voluntary contraction (MVC) in female athletes.

Methods: A total of 42 female athletes (from 18 to 45 years old) were evaluated with digital intravaginal palpation and graded according to modified Oxford grading scale (MOGS) to ensure they had at least a grade 2 in MOGS and a correct PF contraction. All participants completed the PPT twice, 10 minutes apart, to obtain FS proprioceptive error (cmH2O). MVC was also obtained with manometry during the PPT. A perineometer-manometer was used for evaluations.

Results: The test-retest reliability was excellent for force sense (ICC = 0.94, p < 0.001), with an average of 6.2 ± 4.6 cmH2O of proprioceptive error. A strong correlation was found between FS error and MVC (r = 0.82, p < 0.001).

Conclusions: The novel PPT shows excellent test-retest reliability for assessing FS in terms of absolute proprioceptive error in female athletes and correlates with MVC: increased MVC strength is associated with reduced FS accuracy.

目的:力感(FS)是一种与功能相关的本体感觉成分,但骨盆底(PF)没有专门的测试。我们旨在评估一种新型骨盆本体感觉测试(PPT)的重测可靠性,以探讨女性运动员FS及其与最大自愿收缩(MVC)的关系。方法:对42例18 ~ 45岁的女运动员进行阴道内触诊,并根据改良牛津评分量表(MOGS)进行评分,确保MOGS评分至少为2级,PF收缩正确。所有参与者完成两次PPT,间隔10分钟,获得FS本体感觉误差(cmH2O)。PPT期间测压得到MVC。使用会阴计-压力计进行评估。结果:力感的重测信度良好(ICC = 0.94, p < 0.001),本体感觉误差平均为6.2±4.6 cmH2O。FS误差与MVC之间有很强的相关性(r = 0.82, p < 0.001)。结论:新型PPT在评估女性运动员的绝对本体感觉误差方面显示出良好的重测信度,并与MVC相关:MVC强度增加与FS准确性降低相关。
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引用次数: 0
Calvarial Bone Defects Heal Better in Short-Term Ovariectomized Rats Compared to Healthy Rats. 短期去卵巢大鼠颅骨骨缺损愈合较健康大鼠好。
IF 1.6 4区 医学 Q4 NEUROSCIENCES Pub Date : 2025-12-01
Auden P Balouch, Evan Marcet, Jasmine Bogle, Samantha J Wojda, Seth W Donahue

Objectives: Postmenopausal women develop estrogen deficiency which produces a pro-resorptive bone environment, leading to osteoporosis and increased fracture risk. Craniectomies are a common clinical procedure, especially in older populations, where calvarial bone is removed to relieve intracranial pressure (i.e., in the case of traumatic brain injury or stroke). Cranial reconstruction surgeries often result in failure due to infection or resorption of autograft material. Despite the need for calvarial bone graft alternatives for older patients, there is limited literature available on the effects of estrogen deficiency on skull bone metabolism and healing.

Methods: The purpose of this work was to assess the effects of short-term ovariectomy (OVX) on calvarial bone properties and on the healing of 3.5 mm unilateral calvarial defects.

Results: Surprisingly, the intact calvarial bone of OVX rats had higher bone volume, thickness, and number of remodeling cavities than intact calvaria of sham rats. Normalized measures of bone volume showed consistently more calvarial defect healing in OVX compared to sham rats at 4-, 8-, and 12-weeks post-surgery.

Conclusion: These findings have implications for future investigations on therapies for treating calvarial bone defects in ovariectomy-induced osteoporotic rats.

目的:绝经后妇女雌激素缺乏,产生促进骨吸收的环境,导致骨质疏松和骨折风险增加。颅骨切除术是一种常见的临床手术,特别是在老年人群中,切除颅骨以减轻颅内压(即,在创伤性脑损伤或中风的情况下)。颅重建手术常常因自体移植材料的感染或吸收而失败。尽管老年患者需要颅骨骨移植替代品,但关于雌激素缺乏对颅骨代谢和愈合的影响的文献有限。方法:观察短期卵巢切除术对颅骨骨特性及3.5 mm单侧颅骨缺损愈合的影响。结果:OVX大鼠完整颅骨的骨体积、骨厚度、骨重构腔数均高于假手术大鼠。术后4周、8周和12周,骨体积标准化测量显示,OVX组颅骨缺损愈合率高于假手术组。结论:本研究结果对进一步研究卵巢切除所致骨质疏松大鼠颅骨骨缺损的治疗方法具有一定的指导意义。
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引用次数: 0
Unveiling the Causal Relationship Between Osteoporosis and Circulating Metabolites from a Genetic Perspective. 从遗传学角度揭示骨质疏松与循环代谢物的因果关系。
IF 1.6 4区 医学 Q4 NEUROSCIENCES Pub Date : 2025-12-01
Peng Wan, Yimin Zheng

Objectives: Osteoporosis (OP) is a major public health concern characterized by increased bone fragility. This study aimed to investigate the causal relationship between circulating metabolites, particularly lipid-related metabolites, and OP using Mendelian Randomization (MR).

Methods: A bidirectional two-sample MR approach was applied using summary statistics from large-scale Genome-Wide Association Studies (GWAS) comprising 484,598 individuals of European ancestry. Genetic variants associated with circulating metabolites were selected as instrumental variables. Causal effects were estimated using inverse variance weighting (IVW), weighted median, and MR-Egger methods. Sensitivity analyses were conducted to assess heterogeneity and pleiotropy.

Results: MR analyses indicated a potential causal relationship between higher levels of monounsaturated fatty acids (MUFA) and a reduced risk of OP (OR = 0.997; 95% CI: 0.994-0.999; P = 0.013). Conversely, increased total lipids in lipoprotein particles were associated with a higher OP risk (OR = 1.002; 95% CI: 1.000-1.004; P = 0.031). In addition, OP was inversely associated with total lipids (OR = 0.269; 95% CI: 0.095-0.759; P = 0.013) and triglycerides (OR = 0.259; 95% CI: 0.090-0.745; P = 0.012) in chylomicrons and extremely large very-low-density lipoproteins. No evidence of pleiotropy or heterogeneity was detected.

Conclusion: This study provides genetic evidence for causal links between lipid metabolism and OP, suggesting that circulating lipid metabolites may serve as potential biomarkers for risk stratification and prevention.

目的:骨质疏松症(OP)是一种主要的公共卫生问题,其特征是骨质脆性增加。本研究旨在探讨循环代谢物,特别是脂质相关代谢物与OP之间的因果关系,使用孟德尔随机化(MR)。方法:利用大规模全基因组关联研究(GWAS)的汇总统计数据,采用双向双样本MR方法,其中包括484,598名欧洲血统个体。选择与循环代谢物相关的遗传变异作为工具变量。使用反方差加权(IVW)、加权中位数和MR-Egger方法估计因果效应。进行敏感性分析以评估异质性和多效性。结果:磁共振分析表明,较高水平的单不饱和脂肪酸(MUFA)与OP风险降低之间存在潜在的因果关系(OR = 0.997; 95% CI: 0.994-0.999; P = 0.013)。相反,脂蛋白颗粒中总脂含量的增加与较高的OP风险相关(OR = 1.002; 95% CI: 1.000-1.004; P = 0.031)。此外,OP与乳糜微粒和极大的极低密度脂蛋白中的总脂质(OR = 0.269; 95% CI: 0.095-0.759; P = 0.013)和甘油三酯(OR = 0.259; 95% CI: 0.090-0.745; P = 0.012)呈负相关。未发现多效性或异质性的证据。结论:本研究为脂质代谢与OP之间的因果关系提供了遗传学证据,提示循环脂质代谢物可能作为潜在的风险分层和预防的生物标志物。
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引用次数: 0
The Diagnostic Value of Musculoskeletal Ultrasound in Knee Osteoarthritis and Its Correlation with Pain Stratification. 肌肉骨骼超声对膝关节骨性关节炎的诊断价值及其与疼痛分层的关系。
IF 1.6 4区 医学 Q4 NEUROSCIENCES Pub Date : 2025-09-01
Wenfang Cui, Fuwang Zhang

Objective: This study aimed to evaluate the diagnostic value of musculoskeletal ultrasound in patients with knee osteoarthritis (KOA) and to assess its correlation with pain stratification, with the goal of supporting early diagnosis and personalized pain management in KOA.

Methods: A total of 128 patients with KOA were retrospectively selected. Based on their visual analogue scale (VAS) scores, the patients were categorized into mild, moderate, and severe KOA groups. Line charts and histograms were used to illustrate the distribution and variation of pain levels and Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC) scores. Scatter plots were generated to analyze the correlation between musculoskeletal ultrasound findings and pain scores.

Results: Preliminary analysis revealed a significant correlation between ultrasound findings and both VAS and WOMAC scores (P < 0.05). Line charts demonstrated an upward trend in VAS scores with increasing pain severity. Histograms indicated significant differences in the distribution of WOMAC scores across different pain stratification levels.

Conclusion: Musculoskeletal ultrasound demonstrates strong diagnostic value in KOA and shows a significant correlation with pain stratification. This non-invasive imaging modality may serve as an effective clinical tool for individualized pain assessment and informed treatment planning.

目的:探讨骨骼肌超声对膝关节骨性关节炎(KOA)的诊断价值及其与疼痛分层的相关性,为KOA的早期诊断和个性化疼痛管理提供依据。方法:回顾性分析128例KOA患者。根据视觉模拟评分(VAS)将患者分为轻度、中度和重度KOA组。使用折线图和直方图说明疼痛水平和西安大略大学和麦克马斯特大学骨关节炎指数(WOMAC)评分的分布和变化。生成散点图来分析肌肉骨骼超声结果与疼痛评分之间的相关性。结果:初步分析超声表现与VAS、WOMAC评分均有显著相关性(P < 0.05)。折线图显示,随着疼痛严重程度的增加,VAS评分呈上升趋势。直方图显示WOMAC评分在不同疼痛分层水平上的分布有显著差异。结论:骨骼肌超声对KOA有较强的诊断价值,且与疼痛分层有显著相关性。这种非侵入性成像方式可以作为个体化疼痛评估和知情治疗计划的有效临床工具。
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引用次数: 0
In Vivo and In Vitro Analysis of Cathepsin D in Bone Homeostasis and Osteoporosis. 组织蛋白酶D在骨稳态和骨质疏松症中的体内外分析。
IF 1.6 4区 医学 Q4 NEUROSCIENCES Pub Date : 2025-09-01
Song Yan, Jiancong Zeng, Wei Dong, Jinsong Wei

Objectives: To explore the role of cathepsin D (CTSD), a lysosomal aspartyl protease, as a potential biomarker and therapeutic target in the context of osteoporosis.

Methods: Utilizing single-cell sequencing data from the Gene Expression Omnibus (GEO) database, we identified differential expression patterns of CTSD in human femoral head tissues between osteoporotic and non-osteoporotic states. Human mesenchymal stem cells (MSCs) were treated with recombinant human CTSD and/or osteogenic induction medium and the role of CTSD on osteoblast differentiation were investigated by RT-qPCR, western blot, immunofluorescence staining and alizarin red staining. The role of CTSD on osteoporotic changes was further verified in ovariectomized mice.

Results: In vitro analyses of human mesenchymal stem cells (MSCs) treated with recombinant human CTSD (rhCTSD) under osteogenic induction conditions revealed modulation of osteogenic marker expression, including ALP, COL1A1, and RUNX2. Histological assessments using Alizarin Red staining and immunofluorescence corroborated these findings, demonstrating that CTSD influences osteoblast differentiation and matrix mineralization. In vivo studies in mice further supported the role of CTSD, showing that perturbations in this enzyme result in alterations in bone mineral density and volume characteristic of osteoporotic changes.

Conclusion: Collectively, these findings implicate CTSD as a regulator of bone homeostasis and support its potential as a novel target for therapeutic intervention in osteoporosis.

目的:探讨组织蛋白酶D (CTSD)作为溶酶体天冬氨酸蛋白酶在骨质疏松症中的潜在生物标志物和治疗靶点的作用。方法:利用基因表达综合数据库(Gene Expression Omnibus, GEO)的单细胞测序数据,我们确定了骨质疏松和非骨质疏松状态下人类股骨头组织中CTSD的差异表达模式。采用重组人CTSD和(或)成骨诱导培养基处理人间充质干细胞,采用RT-qPCR、western blot、免疫荧光染色和茜素红染色研究CTSD对成骨细胞分化的影响。在去卵巢小鼠中进一步验证了CTSD对骨质疏松改变的作用。结果:在成骨诱导条件下,重组人CTSD (rhCTSD)处理的人间充质干细胞(MSCs)的体外分析显示,成骨标志物包括ALP、COL1A1和RUNX2的表达受到调节。茜素红染色和免疫荧光的组织学评估证实了这些发现,表明CTSD影响成骨细胞分化和基质矿化。在小鼠体内的研究进一步支持了CTSD的作用,表明该酶的扰动导致骨矿物质密度的改变和骨质疏松变化的体积特征。结论:总的来说,这些发现表明CTSD是骨稳态的调节因子,并支持其作为骨质疏松症治疗干预的新靶点的潜力。
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引用次数: 0
The Effect of Shoulder Joint Isokinetic Muscle Strength, Endurance and Proprioception on Swimming, Agility and Sprint Performance in Water Polo Players. 肩关节等速肌力、耐力和本体感觉对水球运动员游泳、敏捷性和短跑成绩的影响。
IF 1.6 4区 医学 Q4 NEUROSCIENCES Pub Date : 2025-09-01
Musa Çankaya, Serdar Büyükipekçi, Ökkaş Keretli

Objectives: Water Polo (WP) is a physiologically and physically demanding sport that involves frequent directional changes during swimming.

Methods: This study, shoulder proprioception, muscle strength, and endurance were evaluated using an isokinetic dynamometer in 28 male Sports Club WP athletes competing in the WP 1st league. In addition, swimming, agility, and speed performance tests were performed.

Results: There was a moderate negative correlation between shoulder joint muscle strength and the shuttle swimming test, WP agility test, and 20-m maximum speed swimming test (Peak Torque 60° respectively r:-0.443, p:0.018, r:-0.490, p:0.008, r=-0.581, p:0.001). In the multiple regression analysis performed in our study, ANOVA test results in Models 4, 5, and 6 showed that there was a significant relationship between shoulder joint muscle strength and shuttle swimming test and 20-m maximum speed swimming test (respectively, F:2.912, p:0.044, F:5.004, p:0.005).

Conclusions: Our study determined that shoulder joint proprioception was not associated with swimming, agility and speed performance, shoulder joint isokinetic muscle strength affected swimming and speed performance but not agility, and shoulder joint endurance was associated with swimming, agility and speed performance in WP players.

目的:水球(WP)是一项对生理和身体要求很高的运动,在游泳过程中需要频繁地改变方向。方法:本研究采用等速测力仪对28名参加wp1联赛的男性体育俱乐部wp1运动员的肩膀本体感觉、肌肉力量和耐力进行了评估。此外,还进行了游泳、敏捷性和速度性能测试。结果:肩关节肌力与穿梭游泳测试、WP敏捷性测试和20米最大速度游泳测试(峰值扭矩60°分别为r:-0.443, p:0.018, r:-0.490, p:0.008, r=-0.581, p:0.001)呈中度负相关。在本研究的多元回归分析中,模型4、模型5、模型6的方差分析结果显示,肩关节肌力与穿梭游泳测试和20米最大速度游泳测试之间存在显著相关(分别为F:2.912, p:0.044, F:5.004, p:0.005)。结论:我们的研究确定肩关节本体感觉与游泳、敏捷性和速度表现无关,肩关节等速肌肉力量影响游泳和速度表现,但不影响敏捷性,肩关节耐力与游泳、敏捷性和速度表现相关。
{"title":"The Effect of Shoulder Joint Isokinetic Muscle Strength, Endurance and Proprioception on Swimming, Agility and Sprint Performance in Water Polo Players.","authors":"Musa Çankaya, Serdar Büyükipekçi, Ökkaş Keretli","doi":"","DOIUrl":"","url":null,"abstract":"<p><strong>Objectives: </strong>Water Polo (WP) is a physiologically and physically demanding sport that involves frequent directional changes during swimming.</p><p><strong>Methods: </strong>This study, shoulder proprioception, muscle strength, and endurance were evaluated using an isokinetic dynamometer in 28 male Sports Club WP athletes competing in the WP 1st league. In addition, swimming, agility, and speed performance tests were performed.</p><p><strong>Results: </strong>There was a moderate negative correlation between shoulder joint muscle strength and the shuttle swimming test, WP agility test, and 20-m maximum speed swimming test (Peak Torque 60° respectively r:-0.443, p:0.018, r:-0.490, p:0.008, r=-0.581, p:0.001). In the multiple regression analysis performed in our study, ANOVA test results in Models 4, 5, and 6 showed that there was a significant relationship between shoulder joint muscle strength and shuttle swimming test and 20-m maximum speed swimming test (respectively, F:2.912, p:0.044, F:5.004, p:0.005).</p><p><strong>Conclusions: </strong>Our study determined that shoulder joint proprioception was not associated with swimming, agility and speed performance, shoulder joint isokinetic muscle strength affected swimming and speed performance but not agility, and shoulder joint endurance was associated with swimming, agility and speed performance in WP players.</p>","PeriodicalId":16430,"journal":{"name":"Journal of musculoskeletal & neuronal interactions","volume":"25 3","pages":"289-298"},"PeriodicalIF":1.6,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12401471/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144957440","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}
引用次数: 0
Effects of Vibration Frequency and Loading on Lower Limb Muscle Activation and Time-Varying Multi-Muscle Coactivation in Whole-Body Vibration Training among Recreational Runners. 振动频率和负荷对休闲跑步者全身振动训练中下肢肌肉激活和时变多肌肉协同激活的影响
IF 1.6 4区 医学 Q4 NEUROSCIENCES Pub Date : 2025-09-01
Hyeri Nam, Lulu Yin, Peng Chen, Lin Wang

Objective: This study examined the effects of vibration frequency and additional loading on lower limb muscle activation and coactivation during whole-body vibration (WBV) training in recreational runners.

Methods: Twenty-five male runners performed WBV training at six frequencies (0-50 Hz) under two loading conditions (no load vs. 20% body mass). Surface electromyography was used to record electromyography root mean square (EMGrms) in 11 lower limb muscles. Coactivation of six muscles was analyzed using the time-varying multi-muscle coactivation function. 1D statistical parametric mapping and two-way repeated-measures ANOVA were used to assess differences.

Results: EMGrms was significantly influenced by vibration frequency and loading. Additional loading increased activation in the gluteus maximus, quadriceps, hamstrings, and soleus (p < 0.001). Frequency effects were notable in the gluteus maximus and hamstrings, with 10-30 Hz inducing higher muscular activation than the no-vibration case (p < 0.01). Coactivation was significantly high with loading (p < 0.001), particularly during the eccentric squat phase, but frequency had no significant effect.

Conclusion: Additional loading enhances muscle activation and coactivation, and vibration frequency primarily affects muscular activation. These findings highlight the importance of external load and frequency in optimizing WBV training for enhancing sports performance and preventing injuries in runners.

目的:研究振动频率和附加负荷对休闲跑步者全身振动训练中下肢肌肉激活和协同激活的影响。方法:25名男性跑步者在两种负荷条件下(无负荷和20%体重)进行6个频率(0-50 Hz)的WBV训练。采用表面肌电图记录下肢11块肌肉的肌电图均方根(EMGrms)。利用时变多肌共激活函数分析了六块肌肉的共激活。采用一维统计参数映射和双向重复测量方差分析来评估差异。结果:振动频率和载荷对EMGrms有显著影响。额外负荷增加了臀大肌、股四头肌、腘绳肌和比目鱼肌的激活(p < 0.001)。频率效应在臀大肌和腘绳肌中显著,10-30 Hz诱发的肌肉激活高于无振动组(p < 0.01)。随着负荷的增加,共激活显著增加(p < 0.001),特别是在偏心深蹲阶段,但频率没有显著影响。结论:附加载荷增强肌肉激活和协同激活,振动频率主要影响肌肉激活。这些发现强调了外负荷和频率在优化WBV训练以提高运动表现和防止跑步者受伤方面的重要性。
{"title":"Effects of Vibration Frequency and Loading on Lower Limb Muscle Activation and Time-Varying Multi-Muscle Coactivation in Whole-Body Vibration Training among Recreational Runners.","authors":"Hyeri Nam, Lulu Yin, Peng Chen, Lin Wang","doi":"","DOIUrl":"","url":null,"abstract":"<p><strong>Objective: </strong>This study examined the effects of vibration frequency and additional loading on lower limb muscle activation and coactivation during whole-body vibration (WBV) training in recreational runners.</p><p><strong>Methods: </strong>Twenty-five male runners performed WBV training at six frequencies (0-50 Hz) under two loading conditions (no load vs. 20% body mass). Surface electromyography was used to record electromyography root mean square (EMGrms) in 11 lower limb muscles. Coactivation of six muscles was analyzed using the time-varying multi-muscle coactivation function. 1D statistical parametric mapping and two-way repeated-measures ANOVA were used to assess differences.</p><p><strong>Results: </strong>EMGrms was significantly influenced by vibration frequency and loading. Additional loading increased activation in the gluteus maximus, quadriceps, hamstrings, and soleus (p < 0.001). Frequency effects were notable in the gluteus maximus and hamstrings, with 10-30 Hz inducing higher muscular activation than the no-vibration case (p < 0.01). Coactivation was significantly high with loading (p < 0.001), particularly during the eccentric squat phase, but frequency had no significant effect.</p><p><strong>Conclusion: </strong>Additional loading enhances muscle activation and coactivation, and vibration frequency primarily affects muscular activation. These findings highlight the importance of external load and frequency in optimizing WBV training for enhancing sports performance and preventing injuries in runners.</p>","PeriodicalId":16430,"journal":{"name":"Journal of musculoskeletal & neuronal interactions","volume":"25 3","pages":"328-340"},"PeriodicalIF":1.6,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12401463/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144957706","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}
引用次数: 0
Construction of a lncRNA-miRNA-mRNA Network for Biomarker Identification in Intervertebral Disc Degeneration. 用于椎间盘退变生物标志物鉴定的lncRNA-miRNA-mRNA网络的构建。
IF 1.6 4区 医学 Q4 NEUROSCIENCES Pub Date : 2025-09-01
Kai Huang, Lingling Shen, Huiqin Guan, Lei Dai, Xiaogang Huang, Xinjun Zhang, Xiaojun Xu, Chao Liu

Objective: To identify pivotal gene markers and pathways involved in intervertebral disc degeneration (IDD) through the construction of a competing endogenous RNA (ceRNA) network.

Methods: A ceRNA network was constructed using mRNAs associated with clinical IDD phenotypes (age, MRI grade), identified through Weighted Gene Co-expression Network Analysis (WGCNA). From the core mRNAs within the ceRNA network, potential marker genes were identified using LASSO regression, Support Vector Machine (SVM), and Random Forest algorithms. A sub-network was then constructed, and the candidate marker genes were further validated using the mouse IDD dataset GSE134955.

Results: A total of 119 differentially expressed long non-coding RNAs (DELs), 1,267 differentially expressed mRNAs (DEMs), and 37 differentially expressed microRNAs (DEMis) were identified in IDD samples compared to controls. WGCNA identified 1,190 DEMs significantly associated with MRI grade. Based on these MRI grade-associated DEMs, a hub ceRNA network comprising 4 DEMis, 90 DELs, and 18 DEMs was established. Among these, three DEMs-BTG2, MDM4, and ACOX1-were consistently identified as marker genes by LASSO, SVM, and Random Forest. These three genes also demonstrated high accuracy in distinguishing IDD from control samples in the independent mouse dataset.

Conclusion: This study identified key mRNAs implicated in IDD progression and provides new insights into the regulatory roles of ceRNA networks in the disease. These findings may contribute to the development of novel diagnostic biomarkers and therapeutic targets for IDD.

目的:通过构建竞争性内源性RNA (ceRNA)网络,确定椎间盘退变(IDD)的关键基因标记和通路。方法:通过加权基因共表达网络分析(WGCNA)确定与临床IDD表型(年龄、MRI分级)相关的mrna,构建ceRNA网络。从ceRNA网络中的核心mrna中,使用LASSO回归、支持向量机(SVM)和随机森林算法识别潜在的标记基因。然后构建子网络,并使用小鼠IDD数据集GSE134955进一步验证候选标记基因。结果:与对照组相比,在IDD样本中共鉴定出119个差异表达的长链非编码rna (DELs)、1267个差异表达mrna (DEMs)和37个差异表达的microrna (DEMis)。WGCNA鉴定出1190个与MRI分级显著相关的dem。基于这些MRI分级相关的dem,建立了一个由4个DEMis、90个DELs和18个dem组成的中枢ceRNA网络。其中,三个dem - btg2、MDM4和acox1被LASSO、SVM和Random Forest一致鉴定为标记基因。在独立的小鼠数据集中,这三个基因在区分IDD和对照样本方面也表现出很高的准确性。结论:本研究确定了与IDD进展相关的关键mrna,并为ceRNA网络在该疾病中的调节作用提供了新的见解。这些发现可能有助于开发新的IDD诊断生物标志物和治疗靶点。
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引用次数: 0
LASSO Logistic Regression was Used to Analyze the Risk Factors for Cauda Equina Injury Secondary to Lumbar Spinal Stenosis and to Build a Risk Model. 采用LASSO Logistic回归分析马尾损伤继发于腰椎管狭窄症的危险因素,建立风险模型。
IF 1.6 4区 医学 Q4 NEUROSCIENCES Pub Date : 2025-09-01
Kai Liu, Yue Wu, Pengfei Ma, Can Zheng, Xuefeng Ma, Xinhua Hu, Wenping Lin, Xu He

Objective: To analyze the risk factors for secondary cauda equina injury in lumbar spinal stenosis using LASSO logistic regression and to construct a risk prediction model in the form of a nomogram.

Methods: Patients with lumbar spinal stenosis were divided into a secondary injury group (90 cases) and a non-secondary injury group (110 cases). LASSO logistic regression was applied, and a risk nomogram was generated. The predictive efficacy of the model was evaluated using receiver operating characteristic (ROC) curves and calibration curves.

Results: The ROC curve analysis showed that the area under the curve (AUC) of the risk nomogram model was 0.865 (95% CI: 0.755-0.948), with a sensitivity of 91.11% (82/90), specificity of 93.64% (103/110), and accuracy of 92.50% (185/200). The risk nomogram model demonstrated good fit (χ2 = 3.347, df = 7, P = 0.341), and the C-index of Bootstrap internal validation was 0.823.

Conclusion: Age > 60 years, disease duration > 1 year, multiple stenosis segments, small median sagittal diameter, small cross-sectional area of the spinal canal, and shorter segment length are risk factors for secondary cauda equina injury in patients with lumbar spinal stenosis. The risk prediction model based on this nomogram has good clinical application value.

目的:应用LASSO logistic回归分析腰椎管狭窄症继发性马尾损伤的危险因素,并以图形式构建风险预测模型。方法:将腰椎管狭窄症患者分为继发性损伤组(90例)和非继发性损伤组(110例)。采用LASSO逻辑回归,生成风险模态图。采用受试者工作特征(ROC)曲线和标定曲线评价模型的预测效果。结果:ROC曲线分析显示,风险模态图模型的曲线下面积(AUC)为0.865 (95% CI: 0.755 ~ 0.948),敏感性为91.11%(82/90),特异性为93.64%(103/110),准确度为92.50%(185/200)。风险模态图模型拟合良好(χ2 = 3.347, df = 7, P = 0.341), Bootstrap内部验证c指数为0.823。结论:年龄bbb60岁,病程> 1年,狭窄节段多,正中矢状径小,椎管截面积小,节段长度短是腰椎管狭窄患者继发性马尾损伤的危险因素。基于该nomogram风险预测模型具有良好的临床应用价值。
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引用次数: 0
Use οf the Forging Alliances in Interdisciplinary Rehabilitation Research (FAIRR) Model to Develop an Intervention Using a Mixed Methods Approach. 利用跨学科康复研究锻造联盟(FAIRR)模型中的ο (ο)开发一种使用混合方法的干预方法。
IF 1.6 4区 医学 Q4 NEUROSCIENCES Pub Date : 2025-09-01
Simone V Gill, Christine A Helfrich

Creating interventions benefits from an interdisciplinary team with varying types of expertise. Novelty in intervention creation can be extended beyond the addition of new technologies to include innovations in methodologies used to create interventions. The purpose of this paper is to use and expand a previously introduced model to sustain new interdisciplinary research collaborations: Forging Alliances in Interdisciplinary Rehabilitation Research (FAIRR). In this paper, we propose to expand FAIRR by incorporating theories and frameworks central to intervention creation, altering inputs (resources necessary to construct interventions), modifying activities (tasks that teams undertake to create interventions), and including the iterative nature of the relationship among the components of the model. A case application is used to underscore how the FAIRR model can be applied to creating an intervention using a mixed methods approach.

创建干预措施得益于具有不同类型专业知识的跨学科团队。干预措施创造中的新颖性可以扩展到添加新技术之外,包括用于创建干预措施的方法的创新。本文的目的是使用和扩展先前引入的模式来维持新的跨学科研究合作:锻造跨学科康复研究联盟(FAIRR)。在本文中,我们建议通过整合干预创建的核心理论和框架,改变输入(构建干预所需的资源),修改活动(团队承担创建干预的任务),以及包括模型组件之间关系的迭代性质来扩展FAIRR。案例应用强调了FAIRR模型如何应用于使用混合方法方法创建干预措施。
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引用次数: 0
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Journal of musculoskeletal & neuronal interactions
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