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Improved partial response maximum likelihood method combining modulation code for signal waveform modulation multi-level disc
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作者 王鹤群 裴京 潘龙法 《Chinese Physics B》 SCIE EI CAS CSCD 2014年第10期213-219,共7页
In this paper, we describe an improved adaptive partial response maximum likelihood (PRML) method combining modulation code tbr signal waveform modulation multi-level disc. This improved adaptive PRML method employs... In this paper, we describe an improved adaptive partial response maximum likelihood (PRML) method combining modulation code tbr signal waveform modulation multi-level disc. This improved adaptive PRML method employs partial response equalizer and adaptive viterbi detector combining modulation code. Compared with the traditional adaptive PRML detector, the improved PRML detector additionally employs illogical sequence detector and corrector. Illogical sequence detector and corrector can aw)id the appearance of illogical sequences effectively, which do not follow the law of modulation code for signal waveform modulation multi-level disc, and obtain the correct sequences. We implement the improved PRML detector using a DSP and an FPGA chip. The experimental results show good performance. The higher efficient and lower complexity can be obtained by using the improved PRML method than by using the previous PRML method. Meanwhile, resource utilization of the improved PRML detector is not changed, but the bit error rate (BER) is reduced by more than 20%. 展开更多
关键词 multi-level disc signal waveform modulation viterbi detector partial response maximum likeli-hood
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Read channel for signal waveform modulation multi-level disc
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作者 王鹤群 徐海峥 +1 位作者 潘龙法 刘海龙 《Chinese Physics B》 SCIE EI CAS CSCD 2010年第12期334-338,共5页
A novel read channel for signal waveform modulation multi-level disc is presented in this paper. This read channel employs timing recovery system and partial response maximum likelihood detector. Compared to the previ... A novel read channel for signal waveform modulation multi-level disc is presented in this paper. This read channel employs timing recovery system and partial response maximum likelihood detector. Compared to the previous read channel composed of level detection and run-length detection, the present read channel shows superiority in capacity increase and robust performance. Especially, relying on the partial response maximum likelihood detection, lower bit error rate can be obtained. 展开更多
关键词 multi-level disc signal waveform modulation read channel partial response maximum likelihood
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A new tracking error detection method using amplitude difference detection for signal waveform modulation multi-level discs 被引量:1
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作者 严明铭 裴京 潘龙法 《Chinese Physics B》 SCIE EI CAS CSCD 2010年第10期319-323,共5页
The sub-land/sub-pit affects the characteristic of the tracking error signal which is generated by the conventional differential phase detection (DPD) method in the signal waveform modulation multi-level (SWML) re... The sub-land/sub-pit affects the characteristic of the tracking error signal which is generated by the conventional differential phase detection (DPD) method in the signal waveform modulation multi-level (SWML) read-only disc. To solve this problem, this paper proposes a new tracking error detection method using amplitude difference. Based on the diffraction theory, the amplitude difference is proportional to the tracking error and is feasible to be used for obtaining the off-track information. The experimental system of the amplitude difference detection method is developed. The experimental results show that the tracking error signal derived from the new method has better performance in uniformity and signal-to-noise ratio than that derived from the conventional DPD method in the SWML read-only disc. 展开更多
关键词 signal waveform modulation multi-level technology tracking error amplitude difference
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人工智能结合DISC模型在护生护理人文修养与沟通实训教学中的应用
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作者 郑洁 王向荣 +3 位作者 张娜 贺惠娟 李梦盈 王双庆 《护理学杂志》 北大核心 2026年第1期89-92,共4页
目的探讨人工智能结合DISC模型用于护生护理人文修养与沟通实训教学的效果。方法选取我院2024级护理专业4个本科班共170名护生作为研究对象,以抽签法随机抽取2个班84人为对照组,2个班86人为观察组。在护理人文修养与沟通实训教学中,对... 目的探讨人工智能结合DISC模型用于护生护理人文修养与沟通实训教学的效果。方法选取我院2024级护理专业4个本科班共170名护生作为研究对象,以抽签法随机抽取2个班84人为对照组,2个班86人为观察组。在护理人文修养与沟通实训教学中,对照组采用小组教学法+以问题为导向的教学法+情景模拟教学法的整合式教学,观察组在对照组的基础上采用人工智能结合DISC(分配型、影响型、稳健型、服从型性格)个性化教学。结果教学后,观察组临床沟通能力、人文关怀能力和职业认同感评分显著高于对照组(均P<0.05)。结论在护理人文修养与沟通实训教学中,实施人工智能结合DISC个性化教学有助于提高护生的临床沟通能力、人文关怀能力和职业认同感。 展开更多
关键词 护生 disc模型 人工智能 性格特征 临床沟通能力 人文关怀能力 职业认同感 护理人文修养与沟通
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Impact toughness,crack initiation and propagation mechanism of Ti6422 alloy with multi-level lamellar microstructure
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作者 Jie Shen Zhihao Zhang Jianxin Xie 《International Journal of Minerals,Metallurgy and Materials》 2026年第2期595-609,共15页
The influence of different solution and aging conditions on the microstructure,impact toughness,and crack initiation and propagation mechanisms of the novel α+β titanium alloy Ti6422 was systematically investigated.... The influence of different solution and aging conditions on the microstructure,impact toughness,and crack initiation and propagation mechanisms of the novel α+β titanium alloy Ti6422 was systematically investigated.By adjusting the furnace cooling time after solution treatment and the aging temperature,Ti6422 alloy samples were developed with a multi-level lamellar microstructure,in-cluding microscaleαcolonies and α_(p) lamellae,as well as nanoscale α_(s) phases.Extending the furnace cooling time after solution treatment at 920℃ for 1 h from 240 to 540 min,followed by aging at 600℃ for 6 h,increased the α_(p) lamella content,reduced the α_(s) phase content,expanded theαcolonies and α_(p) lamellae size,and improved the impact toughness from 22.7 to 53.8 J/cm^(2).Additionally,under the same solution treatment,raising the aging temperature from 500 to 700℃ resulted in a decrease in the α_(s) phase content and a growth in the thickness of the α_(p) lamella and α_(s) phase.The impact toughness increased significantly with these changes.Samples with high α_(p) lamellae content or large α_(s) phase size exhibited high crack initiation and propagation energies.Impact deformation caused severe kinking of the α_(p) lamellae in crack initiation and propagation areas,leading to a uniform and high-density kernel average misorientation(KAM)distribu-tion,enhancing plastic deformation coordination and uniformity.Moreover,the multidirectional arrangement of coarserαcolonies and α_(p) lamellae continuously deflect the crack propagation direction,inhibiting crack propagation. 展开更多
关键词 novel titanium alloy multi-level lamellar microstructure impact toughness crack initiation and propagation
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Clinical-transcriptomic classification of lumbar disc degeneration enhanced by machine learning
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作者 Huai-Jian Jin Peng Lin +17 位作者 Xiao-Yuan Ma Sha Huang Liang Zhang Ou Hu Yang-Yang Li Ying-Bo Wang Jun Zhu Bo Hu Jun-Gang Pu Qin Qin Pu-Lin Yan Bing Liu Yu Lan Lin Chen Yang-Li Xie Jian He Yi-Bo Gan Peng Liu 《Military Medical Research》 2026年第1期58-77,共20页
Background:Lumbar disc degeneration(LDD)displays considerable heterogeneity in terms of clinical features and pathological changes.However,researchers have not clearly determined whether the transcriptome variations i... Background:Lumbar disc degeneration(LDD)displays considerable heterogeneity in terms of clinical features and pathological changes.However,researchers have not clearly determined whether the transcriptome variations in LDD could be used to identify or interpret the causes of heterogeneity in clinical features.This study aimed to identify the transcriptomic classification of degenerated discs in LDD patients and whether the molecular subtypes of LDD could be accurately predicted using clinical features.Methods:One hundred and twenty-two nucleus pulposus(NP)tissues from 108 patients were consecutively collected for bulk RNA sequencing(RNA-seq).An unsupervised clustering method was employed to analyze the bulk RNA matrix.Differential analysis was performed to characterize the transcriptional signatures and subtype-specific extracellular matrix(ECM)dysregulation.The cell subpopulation states of each subtype were inferred by integrating bulk and single-cell sequencing datasets.Transwell and dual-luciferase reporter gene assays were employed to investigate possible molecular mechanisms involved.Machine learning algorithm diagnostic prediction models were developed to correlate molecular classification with clinical features.Results:LDD was classified into 4 subtypes with distinct molecular signatures and ECM remodeling:C1 with collagenesis,C2 with ossification,C3 with low chondrogenesis,and C4 with fibrogenesis.Chond1-3 in C1 dominated disc collagenesis via the activation of the mechanosensors TRPV4 and PIEZO1;NP progenitor cells in C2 exhibited chondrogenic and osteogenic phenotypes;Chond1 in C3 was linked to a disrupted hypoxic microenvironment leading to reduced chondrogenesis;Macrophages in C4 played a crucial role in disc fibrogenesis via the secretion of tumor necrosis factor-α(TNF-α).Furthermore,the random forest diagnostic prediction model was proven to have a robust performance[area under the receiver operating characteristic(ROC)curve:0.9312;accuracy:0.84]in stratifying the molecular subtypes of LDD based on 12 clinical features.Conclusions:Our study delineates 4 distinct molecular subtypes of LDD that can be accurately stratified on the basis of clinical features.The identification of these subtypes would facilitate precise diagnostics and guide the development of personalized treatment strategies for LDD. 展开更多
关键词 Lumbar disc degeneration(LDD) Molecular classification Machine learning Diagnosis TRANSCRIPTOME RNA sequencing(RNA-seq)
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Ranibizumab on optic disc perfusion in central retinal vein occlusion
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作者 Xuan Li Xiao-Feng Hao +2 位作者 Li-Ke Xie Jin-Hua Luo Meng-Jiao Zhang 《International Journal of Ophthalmology(English edition)》 2026年第1期77-82,共6页
AIM:To evaluate the therapeutic effects of ranibizumab on optic disc and macular microvascular perfusion in central retinal vein occlusion(CRVO)with macular edema(ME).METHODS:Optical coherence tomography angiology(OCT... AIM:To evaluate the therapeutic effects of ranibizumab on optic disc and macular microvascular perfusion in central retinal vein occlusion(CRVO)with macular edema(ME).METHODS:Optical coherence tomography angiology(OCTA)parameters,including optic disc vessel density(VD;including whole-disc VD,intra-disc VD,and peripapillary VD),superficial/deep capillary plexus(SCP/DCP)VD,and central macular thickness(CMT)were analyzed.Additional assessments included best-corrected visual acuity(BCVA)via Early Treatment Diabetic Retinopathy Study(ETDRS)chart and hemorheological profiling.CRVO patients received monthly intravitreal ranibizumab injections for three consecutive months.Pre-and post-treatment parameters were statistically compared.RESULTS:The study comprised 60 CRVO-ME patients(28 males;32 females),aged 50-78y(mean 63.3±7.6y)and 60 age-/sex-matched healthy controls.As compared with participants exhibiting normal funduscopic findings,CRVO patients demonstrated significantly elevated levels of low-shear-rate whole blood viscosity(LSR-WBV),high-shearrate whole blood viscosity(HSR-WBV),and aggregation index(AI,all P<0.05).In CRVO-affected eyes,vertical cupto-disc(C/D)ratio and optic cup volume were significantly smaller,whereas retinal nerve fiber layer(RNFL)thickness was significantly greater,compared to both unaffected contralateral eyes and normal control eyes(all P<0.05).Following treatment,VD of the entire optic disc(P<0.05),intra-disc VD(P<0.05),and peripapillary VD(P<0.05)all increased significantly relative to baseline.CMT decreased significantly(P<0.05),whereas macular SCP-VD and macular DCP-VD showed non-significant slight reductions(P>0.05).At baseline,BCVA of CRVO eyes correlated with whole-disc VD(r=-0.276,P=0.033),intra-disc VD(r=-0.342,P=0.009),and peripapillary VD(r=-0.335,P=0.007),with intra-disc VD demonstrating the strongest association.Besides,BCVA improvement,after the treatment,correlated positively with whole-disc VD(r=0.342,P=0.008)and intradisc VD(r=0.396,P=0.002).CONCLUSION:Optic disc blood perfusion is more closely associated with visual acuity than macular perfusion,suggesting intra-disc VD may serve as a potential biomarker for monitoring visual acuity changes in CRVO.Multiple ranibizumab injections significantly improve optic disc perfusion but may have exerted detrimental effects on the macula.CRVO patients shows higher hemorheological parameters than those with normal fundi.Reduced vertical C/D ratio and optic cup volume may be linked to CRVO incidence,potentially acting as susceptibility factors. 展开更多
关键词 central retinal vein occlusion macular edema optic disc RANIBIZUMAB optical coherence tomography angiology
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Analysis of Sleep Quality Improvement in Patients with Lumbar Disc Herniation Following Auricular Acupuncture Combined with Chinese Herbal Medicine Packing Therapy
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作者 Wei Cai Peixuan Zhou +1 位作者 Cheng Huan Li Liu 《Journal of Clinical and Nursing Research》 2026年第1期193-199,共7页
Objective:To evaluate the nursing effects of auricular seed therapy combined with Chinese herbal poultice treatment for patients with lumbar disc herniation(LDH).Method:A total of 80 patients with LDH were randomly di... Objective:To evaluate the nursing effects of auricular seed therapy combined with Chinese herbal poultice treatment for patients with lumbar disc herniation(LDH).Method:A total of 80 patients with LDH were randomly divided into two groups.The combined group received auricular acupuncture with seed application combined with Chinese herbal poultice therapy,while the reference group received auricular acupuncture with seed application alone.The therapeutic outcomes of both groups were compared.Results:The combined intervention group demonstrated decreased sleep quality scores,reduced pain neurotransmitter levels,and improved lumbar spine function scores post-intervention,with significant intergroup differences(p<0.05).Conclusion:Auricular seed therapy combined with Chinese herbal poultice care effectively improves sleep quality and lumbar spine function while alleviating pain perception in patients with lumbar disc herniation,indicating superior therapeutic efficacy. 展开更多
关键词 Auricular acupressure with seed application Chinese herbal poultice therapy Lumbar disc herniation Sleep quality
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领导力教育与个性化培养路径——基于DISC模型的探索
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作者 陆柏乐 杨克巍 杨清清 《教育教学论坛》 2025年第38期1-4,共4页
在当今快速变化和高度竞争的社会背景下,领导力教育已成为高等教育体系中培养未来领导者的核心环节。深入剖析借助DISC模型打造领导力教育的个性化培养路径尤为关键。首先概述国内外高校领导力教育的现状,揭示其中的不足;随后提出结合D... 在当今快速变化和高度竞争的社会背景下,领导力教育已成为高等教育体系中培养未来领导者的核心环节。深入剖析借助DISC模型打造领导力教育的个性化培养路径尤为关键。首先概述国内外高校领导力教育的现状,揭示其中的不足;随后提出结合DISC模型的个性化培养策略,包括融入DISC测评的学情分析、定制化教学内容的设计、多样化教学方法的应用以及精准评估与反馈机制的建立;进一步讨论如何在资源有限的情况下,有效实现个性化培养与教育资源的平衡。借助这些策略,教师能够针对学生的行为风格和个性特点,设计更为精准的教学方案,从而促进学生领导力的有效提升。 展开更多
关键词 领导力教育 个性化培养 disc模型
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A Multi-Level Semantic Constraint Approach for Highway Tunnel Scene Twin Modeling 被引量:2
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作者 LI Yufei XIE Yakun +3 位作者 CHEN Mingzhen ZHAO Yaoji TU Jiaxing HU Ya 《Journal of Geodesy and Geoinformation Science》 2025年第2期37-56,共20页
As a key node of modern transportation network,the informationization management of road tunnels is crucial to ensure the operation safety and traffic efficiency.However,the existing tunnel vehicle modeling methods ge... As a key node of modern transportation network,the informationization management of road tunnels is crucial to ensure the operation safety and traffic efficiency.However,the existing tunnel vehicle modeling methods generally have problems such as insufficient 3D scene description capability and low dynamic update efficiency,which are difficult to meet the demand of real-time accurate management.For this reason,this paper proposes a vehicle twin modeling method for road tunnels.This approach starts from the actual management needs,and supports multi-level dynamic modeling from vehicle type,size to color by constructing a vehicle model library that can be flexibly invoked;at the same time,semantic constraint rules with geometric layout,behavioral attributes,and spatial relationships are designed to ensure that the virtual model matches with the real model with a high degree of similarity;ultimately,the prototype system is constructed and the case region is selected for the case study,and the dynamic vehicle status in the tunnel is realized by integrating real-time monitoring data with semantic constraints for precise virtual-real mapping.Finally,the prototype system is constructed and case experiments are conducted in selected case areas,which are combined with real-time monitoring data to realize dynamic updating and three-dimensional visualization of vehicle states in tunnels.The experiments show that the proposed method can run smoothly with an average rendering efficiency of 17.70 ms while guaranteeing the modeling accuracy(composite similarity of 0.867),which significantly improves the real-time and intuitive tunnel management.The research results provide reliable technical support for intelligent operation and emergency response of road tunnels,and offer new ideas for digital twin modeling of complex scenes. 展开更多
关键词 highway tunnel twin modeling multi-level semantic constraints tunnel vehicles multidimensional modeling
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Research on Multi-Level Automatic Filling Optimization Design Method for Layered Cross-Sectional Layout of Umbilical 被引量:1
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作者 YIN Xu FAN Zhi-rui +4 位作者 CAO Dong-hui LIU Yu-jie LI Meng-shu YAN Jun YANG Zhi-xun 《China Ocean Engineering》 2025年第5期891-903,共13页
The umbilical,a key component in offshore energy extraction,plays a vital role in ensuring the stable operation of the entire production system.The extensive variety of cross-sectional components creates highly comple... The umbilical,a key component in offshore energy extraction,plays a vital role in ensuring the stable operation of the entire production system.The extensive variety of cross-sectional components creates highly complex layout combinations.Furthermore,due to constraints in component quantity and geometry within the cross-sectional layout,filler bodies must be incorporated to maintain cross-section performance.Conventional design approaches based on manual experience suffer from inefficiency,high variability,and difficulties in quantification.This paper presents a multi-level automatic filling optimization design method for umbilical cross-sectional layouts to address these limitations.Initially,the research establishes a multi-objective optimization model that considers compactness,balance,and wear resistance of the cross-section,employing an enhanced genetic algorithm to achieve a near-optimal layout.Subsequently,the study implements an image processing-based vacancy detection technique to accurately identify cross-sectional gaps.To manage the variability and diversity of these vacant regions,the research introduces a multi-level filling method that strategically selects and places filler bodies of varying dimensions,overcoming the constraints of uniform-size fillers.Additionally,the method incorporates a hierarchical strategy that subdivides the complex cross-section into multiple layers,enabling layer-by-layer optimization and filling.This approach reduces manufac-turing equipment requirements while ensuring practical production process feasibility.The methodology is validated through a specific umbilical case study.The results demonstrate improvements in compactness,balance,and wear resistance compared with the initial cross-section,offering novel insights and valuable references for filler design in umbilical cross-sections. 展开更多
关键词 UMBILICAL cross-sectional layout multi-level filling layered layout optimization design
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Inflammation-related collagen fibril destruction contributes to temporomandibular joint disc displacement via nuclear factorkappa B activation 被引量:1
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作者 Shengjie Cui Yanning Guo +8 位作者 Yu Fu Ting Zhang Jieni Zhang Yehua Gan Yanheng Zhou Yan Gu Eileen Gentleman Yan Liu Xuedong Wang 《International Journal of Oral Science》 2025年第2期221-232,共12页
Temporomandibular joint(TMJ)disc displacement is one of the most significant subtypes of temporomandibular joint disorders,but its etiology and mechanism are poorly understood.In this study,we elucidated the mechanism... Temporomandibular joint(TMJ)disc displacement is one of the most significant subtypes of temporomandibular joint disorders,but its etiology and mechanism are poorly understood.In this study,we elucidated the mechanisms by which destruction of inflamed collagen fibrils induces alterations in the mechanical properties and positioning of the TMJ disc.By constructing a rat model of TMJ arthritis,we observed anteriorly dislocated TMJ discs with aggravated deformity in vivo from five weeks to six months after a local injection of Freund’s complete adjuvant.By mimicking inflammatory conditions with interleukin-1 beta in vitro,we observed enhanced expression of collagen-synthesis markers in primary TMJ disc cells cultured in a conventional two-dimensional environment.In contrast,three-dimensional(3D)-cultivated disc cell sheets demonstrated the disordered assembly of inflamed collagen fibrils,inappropriate arrangement,and decreased Young’s modulus.Mechanistically,inflammation-related activation of the nuclear factor kappa-B(NF-κB)pathway occurs during the progression of TMJ arthritis.NF-κB inhibition reduced the collagen fibril destruction in the inflamed disc cell sheets in vitro,and early NF-κB blockade alleviated collagen degeneration and dislocation of the TMJ discs in vivo.Therefore,the NF-κB pathway participates in the collagen remodeling in inflamed TMJ discs,offering a potential therapeutic target for disc displacement. 展开更多
关键词 temporomandibular joint disc displacement destruction inflamed collagen fibrils rat model anteriorly dislocated tmj discs collagen fibril destruction temporomandibular joint INFLAMMATION arthritis
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Reprogramming to restore youthful epigenetics of senescent nucleus pulposus cells for mitigating intervertebral disc degeneration and alleviating low back pain 被引量:1
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作者 Wenzheng Ma Wantao Wang +9 位作者 Lei Zhao Jinghao Fan Lei Liu Lin Huang Baogan Peng Jianru Wang Baoshan Xu Hongmei Liu Decheng Wu Zhaomin Zheng 《Bone Research》 2025年第3期716-730,共15页
Aging is a pivotal risk factor for intervertebral disc degeneration(IVDD)and chronic low back pain(LBP).The restoration of aging nucleus pulposus cells(NPCs)to a youthful epigenetic state is crucial for IVDD treatment... Aging is a pivotal risk factor for intervertebral disc degeneration(IVDD)and chronic low back pain(LBP).The restoration of aging nucleus pulposus cells(NPCs)to a youthful epigenetic state is crucial for IVDD treatment,but remains a formidable challenge.Here,we proposed a strategy to partially reprogram and reinstate youthful epigenetics of senescent NPCs by delivering a plasmid carrier that expressed pluripotency-associated genes(Oct4,Klf4 and Sox2)in Cavin2-modified exosomes(OKS@M-Exo)for treatment of IVDD and alleviating LBP.The functional OKS@M-Exo efficaciously alleviated senescence markers(p16^(INK4a),p21^(CIP1)and p53),reduced DNA damage and H4K20me3 expression,as well as restored proliferation ability and metabolic balance in senescent NPCs,as validated through in vitro experiments.In a rat model of IVDD,OKS@M-Exo maintained intervertebral disc height,nucleus pulposus hydration and tissue structure,effectively ameliorated IVDD via decreasing the senescence markers.Additionally,OKS@MExo reduced nociceptive behavior and downregulated nociception markers,indicating its efficiency in alleviating LBP.The transcriptome sequencing analysis also demonstrated that OKS@M-Exo could decrease the expression of age-related pathways and restore cell proliferation.Collectively,reprogramming by the OKS@M-Exo to restore youthful epigenetics of senescent NPCs may hold promise as a therapeutic platform to treat IVDD. 展开更多
关键词 youthful epigenetics senescent nucleus pulposus cells intervertebral disc degeneration REPROGRAMMING intervertebral disc degeneration ivdd low back pain nucleus pulposus cells npcs partially reprogram reinstate youthful epigenetics
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Real-time monitoring of disc cutter wear in tunnel boring machines:A sound and vibration sensor-based approach with machine learning technique 被引量:1
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作者 Mohammad Amir Akhlaghi Raheb Bagherpour Seyed Hadi Hoseinie 《Journal of Rock Mechanics and Geotechnical Engineering》 2025年第3期1700-1722,共23页
Large portions of the tunnel boring machine(TBM)construction cost are attributed to disc cutter consumption,and assessing the disc cutter's wear level can help determine the optimal time to replace the disc cutter... Large portions of the tunnel boring machine(TBM)construction cost are attributed to disc cutter consumption,and assessing the disc cutter's wear level can help determine the optimal time to replace the disc cutter.Therefore,the need to monitor disc cutter wear in real-time has emerged as a technical challenge for TBMs.In this study,real-time disc cutter wear monitoring is developed based on sound and vibration sensors.For this purpose,the microphone and accelerometer were used to record the sound and vibration signals of cutting three different types of rocks with varying abrasions on a laboratory scale.The relationship between disc cutter wear and the sound and vibration signal was determined by comparing the measurements of disc cutter wear with the signal plots for each sample.The features extracted from the signals showed that the sound and vibration signals are impacted by the progression of disc wear during the rock-cutting process.The signal features obtained from the rock-cutting operation were utilized to verify the machine learning techniques.The results showed that the multilayer perceptron(MLP),random subspace-based decision tree(RS-DT),DT,and random forest(RF)methods could predict the wear level of the disc cutter with an accuracy of 0.89,0.951,0.951,and 0.927,respectively.Based on the accuracy of the models and the confusion matrix,it was found that the RS-DT model has the best estimate for predicting the level of disc wear.This research has developed a method that can potentially determine when to replace a tool and assess disc wear in real-time. 展开更多
关键词 TBM disc cutter WEAR SOUND VIBRATION Machine learning Real-time wear estimation
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Sirt6 deficiency promotes senescence and age-associated intervertebral disc degeneration in mice
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作者 Pranay Ramteke Bahiyah Watson +8 位作者 Mallory Toci Victoria A.Tran Shira Johnston Maria Tsingas Ruteja A.Barve Ramkrishna Mitra Richard F.Loeser John A.Collins Makarand V.Risbud 《Bone Research》 2025年第4期925-938,共14页
Intervertebral disc degeneration is a major risk factor contributing to chronic low back and neck pain.While the etiological factors for disc degeneration vary,age is still one of the most important risk factors.Recen... Intervertebral disc degeneration is a major risk factor contributing to chronic low back and neck pain.While the etiological factors for disc degeneration vary,age is still one of the most important risk factors.Recent studies have shown the promising role of SIRT6 in mammalian aging and skeletal tissue health,however its role in the intervertebral disc health remains unexplored.We investigated the contribution of SIRT6 to disc health by studying the age-dependent spinal phenotype of mice with conditional deletion of Sirt6 in the disc(AcanCreERT2;Sirt6fl/fl).Histological studies showed a degenerative phenotype in knockout mice compared to Sirt6fl/fl control mice at 12 months,which became pronounced at 24 months.RNA-Seq analysis of NP and AF tissues,in vitro quantitative histone analysis,and RNA-seq with ATAC-seq multiomic studies revealed that SIRT6-loss resulted in changes in acetylation and methylation status of specific Histone 3 lysine residues and affected DNA accessibility and transcriptomic landscape.A decrease in autophagy and an increase in DNA damage were also noted in Sirt6-deficient cells.Further mechanistic insights revealed that loss of SIRT6 increased senescence and SASP burden in the disc characterized by increased p21,p19,γH2AX,IL-6,IL-1β,and TGF-βabundance.Taken together,our study highlights the contribution of SIRT6 in modulating DNA damage,autophagy,and cell senescence and its importance in maintaining disc health during aging,thereby underscoring it as a potential therapeutic target to treat intervertebral disc degeneration. 展开更多
关键词 intervertebral disc degeneration skeletal tissue autophagy conditional del intervertebral disc SIRT disc degeneration SENESCENCE
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Disc丛的一个完备典则度量
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作者 郝毅红 《纯粹数学与应用数学》 2025年第1期161-168,共8页
在复Kahler流形上的负Hermite线丛中,Disc丛是所有模长小于1的纤维构成的空间.它具有强拟凸边界.通过该域的边界定义函数,可以构造出该域的一个完备Kahler度量.本文利用曲率计算以及Calabi判别法给出了该度量是Kahler-Einstein度量,常... 在复Kahler流形上的负Hermite线丛中,Disc丛是所有模长小于1的纤维构成的空间.它具有强拟凸边界.通过该域的边界定义函数,可以构造出该域的一个完备Kahler度量.本文利用曲率计算以及Calabi判别法给出了该度量是Kahler-Einstein度量,常数量曲率以及极值度量的充要条件. 展开更多
关键词 Kahler-Einstein度量 disc 常数量曲率 极值度量
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Return to Sports Activities after Lumbar Disc Herniation Surgery: A Review
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作者 Iván Ulises Sámano López Ernesto Eduardo Galván Hernández +4 位作者 Rafael Avendaño Pradel José Armando Biebrich Murguía Jorge Alberto Miranda Barrera Thania Karina Gutiérrez Anchondo Enrique Rosales Betancourt 《Open Journal of Modern Neurosurgery》 2025年第1期37-47,共11页
Background: Lumbar disc herniation is a common injury among athletes, especially those who practice disciplines with repetitive flexion movements, twisting and axial loading on the spine, such as weightlifting, gymnas... Background: Lumbar disc herniation is a common injury among athletes, especially those who practice disciplines with repetitive flexion movements, twisting and axial loading on the spine, such as weightlifting, gymnastics, hockey and American football. In refractory cases to conservative treatment, microscopic discectomy or full endoscopic discectomy are used as surgical options to relieve pain and restore patient functionality. However, the ideal time for a return to sports activities remains a matter of debate due to variations in recovery times and risks of complications associated with each technique. Methods: A review was conducted, including articles published in the last 33 years (1991-2024), as it was the earliest date matching our search criteria. Clinical studies, systematic reviews, meta-analyses, and clinical guidelines were included. Results: The most common complications when returning to sport prematurely include recurrence of the hernia, persistent pain (VAS leg 7 or higher after surgery) and reduced physical performance. The return to full activity rate of patients who underwent microdiscectomy reaches up to 90%, while the endoscopic technique shows a success rate that reaches 99%. Return to play meantime was 5.19 months (range 1.00 - 8.7 months) and mean time of 4.6 months (range 2 - 8 months) with Microdiscectomy and full endoscopic discectomy respectively. Conclusions: There is no unanimous consensus on the exact timing of return to sport due to variability in recovery times and clinical outcomes. In both techniques, evidence highlights the need for a multidisciplinary approach that integrates surgeons, physical therapists and trainers to optimize recovery and ensure a safe return. 展开更多
关键词 Lumbar disc Herniation MICROdiscECTOMY Lumbar Endoscopy Return to Sport Sports Injuries Sports Rehabilitation
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3-PR参与式宣教结合DISC性格类型心理护理在乙肝肝硬化患者中的应用
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作者 黄芳 王超 《黑龙江医学》 2025年第24期3048-3050,共3页
目的:研究3-PR参与式宣教结合DISC性格类型心理护理对乙肝肝硬化患者的影响效果。方法:选取2022年9月—2023年8月赣州市大余县人民医院收治的86例乙肝肝硬化患者作为研究对象,随机分为对照组(n=43)和试验组(n=43)。对照组采用常规护理干... 目的:研究3-PR参与式宣教结合DISC性格类型心理护理对乙肝肝硬化患者的影响效果。方法:选取2022年9月—2023年8月赣州市大余县人民医院收治的86例乙肝肝硬化患者作为研究对象,随机分为对照组(n=43)和试验组(n=43)。对照组采用常规护理干预,试验组在常规护理基础上采用3-PR参与式管理结合DISC性格类型心理护理。对比两组患者MUIS评分、情绪评分、HPL评分、WHOAOL-BREF评分以及并发症发生情况。结果:护理后,试验组患者MUIS评分、并发症发生率均低于对照组,差异有统计学意义(P0.05);试验组患者正负性情绪评分、HPL评分、WHOAOL-BREF评分均优于对照组,差异有统计学意义(P<0.05)。结论:面向乙肝肝硬化患者实施3-PR参与式宣教结合DISC性格类型心理护理,对其疾病不确定感与负性情绪的改善、健康行为的提升、并发症概率的控制、生活质量的优化皆具备积极干预价值。 展开更多
关键词 3-PR参与式宣教 disc性格类型 心理护理 乙肝肝硬化
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The mitochondrial E3 ligase MAPL SUMOylates Drp1 to facilitate mitochondrial fission in intervertebral disc degeneration
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作者 Zhidi Lin Xiao Lu +9 位作者 Guangyu Xu Jian Song Hongli Wang Xinlei Xia Feizhou Lu Jianyuan Jiang Wei Zhu Zuochong Yu Xiaosheng Ma Fei Zou 《Bone Research》 2025年第5期1239-1251,共13页
Intervertebral disc degeneration(IVDD)is the primary contributor to a range of spinal diseases.Dynamin-related protein 1(Drp1)-mediated mitochondrial fission has recently been identified as a new cause of nucleus pulp... Intervertebral disc degeneration(IVDD)is the primary contributor to a range of spinal diseases.Dynamin-related protein 1(Drp1)-mediated mitochondrial fission has recently been identified as a new cause of nucleus pulposus cell(NPC)death and IVDD,but the underlying mechanisms remain unclear.Although the effects of Drp1 phosphorylation in IVDD have been studied,it is currently unknown if small ubiquitin-like modifications(SUMOylation)of Drp1 regulate IVDD.This study aimed to investigate the functions and mechanisms of mitochondria-anchored protein ligase(MAPL),a mitochondrial SUMO E3 ligase,during IVDD progression.The expression of genes related to SUMOylation and mitochondrial dynamics in TNF-α-stimulated NPCs was analysed via RNA sequencing. 展开更多
关键词 intervertebral disc degeneration ivdd spinal diseasesdynamin related mitochondrial e ligase mapl intervertebral disc degeneration mitochondrial fission SUMOYLATION DRP
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Chaperone-mediated autophagy directs a dual mechanism to balance premature senescence and senolysis to prevent intervertebral disc degeneration
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作者 Zhangrong Cheng Haiyang Gao +8 位作者 Pengzhi Shi Anran Zhang Xianglong Chen Yuhang Chen Weikang Gan Kangcheng Zhao Shuai Li Cao Yang Yukun Zhang 《Bone Research》 2025年第4期1028-1046,共19页
Intervertebral disc degeneration(IDD)is a progressive and dynamic process in which the senescence-associated secretory phenotype(SASP)of nucleus pulposus cells(NPC)plays a significant role.While impaired chaperone-med... Intervertebral disc degeneration(IDD)is a progressive and dynamic process in which the senescence-associated secretory phenotype(SASP)of nucleus pulposus cells(NPC)plays a significant role.While impaired chaperone-mediated autophagy(CMA)has been associated with inflammation and cellular senescence,its specific involvement in the self-perpetuating feedback loop of NPC senescence remains poorly understood.Through LAMP2A knockout in NPC,we identified a significant upregulation of DYRK1A,a core mediator of premature senescence in Down syndrome.Subsequent validation established DYRK1A as the critical driver of premature senescence in CMA-deficient NPC.Combinatorial transcription factor analysis revealed that under IL1B stimulation or CMA inhibition,elevated DYRK1A promoted FOXC1 phosphorylation and nuclear translocation,initiating transcriptional activation of cell cycle arrest.Intriguingly,CMA impairment concurrently enhanced glutamine metabolic flux in senescent NPC,thereby augmenting their survival fitness.Transcriptomic profiling demonstrated that CMA reactivation in senescent NPC facilitated fate transition from senescence to apoptosis,mediated by decreased glutamine flux via GLUL degradation.Therefore,CMA exerts protective effects against IDD by maintaining equilibrium between premature senescence and senolysis.This study elucidates CMA’s regulatory role in SASP-mediated senescence amplification circuits,providing novel therapeutic insights for IDD and other age-related pathologies. 展开更多
关键词 lamp knockout Intervertebral disc Degeneration Dyrk Glutamine Metabolism SENESCENCE Senescence Associated Secretory Phenotype intervertebral disc degeneration idd nucleus pulposus cells npc plays
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