1.Construction and Clinical Validation of a Deep Learning-Based Automatic Measurement Model for Palmar Tilt and Radial Inclination in Distal Radius Fractures
Guoda DAI ; Jianwei WANG ; Mao WU ; Bin KANG ; Yang SHAO ; Hengyan CUI ; Shaoshuo LI ; Tingchen ZHU ; Zhen HUA ; Zhongming SHEN ; Jintao LIU ; Ming ZHOU
Journal of Traditional Chinese Medicine 2026;67(10):1093-1100
ObjectiveTo construct an automatic measurement model for palmar tilt and radial inclination suitable for traditional Chinese medicine (TCM) clinical scenarios, and to validate its accuracy and efficiency in TCM manipulative reduction settings. MethodsData on anteroposterior (AP) and lateral X-rays of distal radius fractures were collected from patients admitted to 18 TCM/ integrated TCM and western medicine hospitals in Jiangsu province between September 1st, 2023, and September 1st, 2024, via the Jiangsu Diagnosis and Treatment Big Data Platform for TCM Dominant Diseases. A medical image segmentation framework based on multi-scale feature fusion and edge-awareness was employed, combined with anatomical knowledge specific to TCM orthopedics, to optimize the feature extraction strategy of an artificial intelligence (AI) model. This framework enabled automatic segmentation of fracture regions and measurement of distal radius palmar tilt and radial inclination. The accuracy of the AI model in measuring radial inclination and volar tilt was validated, and the measurement time and average time gain rate of the AI model were compared to those of manual measurement. ResultsA total of 15,444 AP and lateral X-ray images of distal radius fractures were collected, and were divided into a training set (11,144 images, 5066 AP and 6078 lateral), a validation set (3700 images, 1840 AP and 1860 lateral), and an independent test set (600 images, 300 AP and 300 lateral) after preprocessing. In the measurement of 300 AP X-rays in the independent test set for radial inclination, when the degree error between AI measurement and manual measurement was <3° and <5°, AI measurement accuracy was 83% and 93%, respectively. In 300 lateral X-rays in the test set for palmar tilt, when AI measurements had an error of <3° and <5° compared to manual measurements, corresponding accuracy rate was 78% and 90%, respectively. For 50 X-ray images, AI measurement time was (1.37±0.05) min for radial inclination while manual measurement time was (22.57±2.52) min (P<0.001); in terms of palmar tilt, the AI measurement time was (1.33±0.14) min, shorter than (23.70±2.80) min for manual measurement time (P<0.001). Average time gain rates for manual and AI measurements were 93.93% and 94.39% respectively. ConclusionAn automatic measurement model for palmar tilt and radial inclination in distal radius fractures has been established, enabling more accurate and efficient assessment as well as providing a tool to support the quantitative evaluation of the efficacy of TCM manipulative reduction and large-sample clinical research.
2.Comparison of the clinical outcomes between endoscopic butterfly inlay cartilage tympanoplasty and underlay cartilage tympanoplasty in small-to-medium-sized tympanic membrane perforations.
Xvxv ZHAO ; Houyong KANG ; Guangwen DAI ; Xiaoxia FAN ; Feiyang WU ; Tao CHEN
Journal of Clinical Otorhinolaryngology Head and Neck Surgery 2025;39(6):528-541
Objective:To compare the differences in postoperative healing rates, hearing improvement, and complication rates between endoscopic butterfly inlay cartilage tympanoplasty and underlay cartilage tympanoplasty in Small-to-Medium-Sized Tympanic Membrane Perforations, and to provide clinical basis for indication of the butterfly inlay cartilage tympanoplasty. Methods:This study enrolled patients with chronic suppurative otitis media or traumatic tympanic membrane perforations who were treated at the Department of Otorhinolaryngology Head and Neck Surgery, the First Affiliated Hospital of Chongqing Medical University, between January 2022 and May 2023. Inclusion criteria comprised a dry ear period exceeding 3 months, absence of middle ear or mastoid pathology confirmed by temporal bone CT, and an air-bone gap of less than 40 dB. All surgeries were performed by the same surgeon using tympanoplasty techniques. Based on the surgical approach and perforation size, patients were categorized into four groups: Group A(butterfly cartilage tympanoplasty, perforation ≤3 mm): 23 cases. Group B(butterfly cartilage tympanoplasty, perforation 3-5 mm): 17 cases. Group C(full-thickness cartilage underlay tympanoplasty, perforation ≤3 mm): 12 cases. Group D(full-thickness cartilage underlay tympanoplasty, perforation 3-5 mm): 22 cases. Data collected included perforation duration, preoperative Eustachian Tube Score(ETS), pure-tone audiometry, otoscopic findings, and postoperative follow-up data on pure-tone thresholds, otoscopic outcomes, and complications such as graft infection and otorrhea. Results: The mean postoperative follow-up period was 4 months (range: 3-12 months). A total of 74 patients were enrolled, including 40 undergoing butterfly cartilage tympanoplasty and 34 receiving full-thickness cartilage inlay tympanoplasty. In the <3 mm perforation subgroup, the patients receiving butterfly technique (23 cases) exhibited a postoperative air-bone gap (ABG) improvement of (2.33±8.21) dB, and those receiving the inlay technique (12 cases) showed an ABG improvement of (2.49±7.9) dB, with no statistically significant difference between the two groups (P>0.05). In the 3-5 mm perforation subgroup, the patients receiving butterfly technique (17 cases) demonstrated an ABG improvement of (8.16±5.69) dB, and those receiving the inlay technique (22 cases) achieved an ABG improvement of (8.08±10.42) dB, which were not significantly different (P>0.05). Tympanic membrane healing rates across the four subgroups were 95.65%, 94.12%, 100%, and 95.45%, respectively, with no statistically significant differences (P>0.05). Conclusion:In patients with tympanic membrane perforations ≤3 mm and 3-5 mm, butterfly cartilage tympanoplasty achieves comparable audiological outcomes to full-thickness cartilage underlay tympanoplasty. Compared with the underlay technique, the butterfly method is less invasive, preserves the normal anatomical structure of the tympanic membrane, requires a shorter dry ear period, and yields higher patient satisfaction. Therefore, it can be safely recommended for perforations ≤5 mm that do not require tympanotomy exploration.
Humans
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Tympanic Membrane Perforation/surgery*
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Tympanoplasty/methods*
;
Treatment Outcome
;
Endoscopy
;
Cartilage/transplantation*
;
Male
;
Female
;
Adult
;
Middle Aged
;
Myringoplasty/methods*
;
Otitis Media, Suppurative/surgery*
;
Aged
3.A thermo-sensitive hydrogel targeting macrophage reprogramming for sustained osteoarthritis pain relief.
Yue LIU ; Kai ZHOU ; Xinlong HE ; Kun SHI ; Danrong HU ; Chenli YANG ; Jinrong PENG ; Yuqi HE ; Guoyan ZHAO ; Yi KANG ; Yujun ZHANG ; Yue'e DAI ; Min ZENG ; Feier XIAN ; Wensheng ZHANG ; Zhiyong QIAN
Acta Pharmaceutica Sinica B 2025;15(11):6034-6051
Osteoarthritis (OA) causes chronic pain that significantly impairs quality of life, with current treatments often proving insufficient and accompanied by adverse effects. Recent research has identified the dorsal root ganglion (DRG) and its resident macrophages as crucial mediators of chronic OA pain through neuroinflammation driven by macrophage polarization. We present a novel injectable thermo-sensitive hydrogel system, KAF@PLEL, designed to deliver an anti-inflammatory peptide (KAF) specifically to the DRG. This biodegradable hydrogel enables sustained KAF release, promoting the reprogramming of DRG macrophages from pro-inflammatory to anti-inflammatory phenotypes. Through comprehensive in vitro and in vivo studies, we evaluated the hydrogel's biocompatibility, effects on macrophage polarization, and therapeutic efficacy in chronic OA pain management. The system demonstrated significant capabilities in preserving macrophage mitochondrial function, suppressing neuroinflammation, alleviating chronic OA pain, reducing cartilage degradation, and improving motor function in OA rat models. The sustained-release properties of KAF@PLEL enabled prolonged therapeutic effects while minimizing systemic exposure and side effects. These findings suggest that KAF@PLEL represents a promising therapeutic approach for improving outcomes in OA patients through targeted, sustained treatment.
4.Correlation analysis of clinical features between wet and dry gangrene in diabetic foot.
Yu-Zhen WANG ; Cheng-Lin JIA ; Yong-Kang ZHANG ; Jun-Lin DENG ; Zong-Hao DAI ; Cheng ZHAO ; Ye-Min CAO
China Journal of Orthopaedics and Traumatology 2025;38(9):884-890
OBJECTIVE:
To explore clinical characteristics, lesion sites and correlation differences of different types of diabetic foot gangrene, and to provide evidence-based basis for clinical classification of diabetic foot gangrene.
METHODS:
A retrospective analysis was conducted on 266 patients with newly diagnosed diabetic foot gangrene who were admitted from January 2018 to December 2018, including 183 males and 83 females, aged from 35 to 92 years old with an average of (69.55±10.84) years old, and they were divided into wet gangrene group and dry gangrene group according to the different natures of gangrene. There were 139 patients in wet gangrene group, including 98 males and 41 females, aged from 35 to 90 years old with an average of (68.95±10.93) years old. There were 127 patients in dry gangrene group, including 85 males and 42 females, aged from 38 to 92 years old with an average of (70.21±10.75) years old. Body mass index (BMI), waist-to-hip ratio (WHR), body temperature, skin temperature difference between the affected and healthy sides of the lower extremities, and Wagner grade between two groups were recorded to evaluate symptoms and signs. The white blood cell count (WBC), neutrophil percentage (NEUT%), and C-reactive protein (C-reactive protein), erythrocyte sedimentation rate (ESR), procalcitonin (PCT), and interleukin-6 (IL-6) in peripheral blood between two groups were detected and compared to evaluate the infection status;the severity of diabetic peripheral neuropathy (DPN) was evaluated by using Toronto Clinical Scoring System (TCSS);the degree of pain in patients with diabetic foot gangrene was evaluated by numerical rating scale (NRS); ankle-brachial index (ABI) and popliteal artery blood flow velocity were used to evaluate the degree of arterial lesions. Spearman correlation analysis was used to analyze the correlations between gangrene TCSS, ABI and age, BMI, WHR, body temperature, calf skin temperature difference, WBC, NEUT%, CRP, ESR, PCT, IL-6, NRS, and Wagner classification indicators.
RESULTS:
The body temperature, skin temperature difference between the affected and healthy sides of the lower extremities, Wagner grade, WBC, NEUT%, CRP, ESR, PCT, IL-6, TCSS score, ABI, and popliteal artery blood flow velocity in wet gangrene group were higher than those in dry gangrene group (P<0.01), and BMI, WHR, and NRS score in dry gangrene group were higher than those in wet gangrene group;the differences were all statistically significant (P<0.01). The results of Spearman correlation analysis showed TCSS score of gangrene patients was correlated with body temperature (r=0.214), calf skin temperature difference (r=0.364), WBC (r=0.240), NEUT% (r=0.291), CRP (r=0.347), ESR (r=0.167), PCT (r=0.241), IL-6 (r=0.316), and popliteal fossa arterial blood flow velocity (r=0.261) and Wagner grade (r=0.273) were positively correlated, and the differences were statistically significant (P<0.01). ABI was negatively correlated with age (r=-0.183), BMI (r=-0.252), WHR (r=-0.288), and NRS score (r=-0.354), and the differences were statistically significant (P<0.01).
CONCLUSION
Diabetic foot gangrene is an extremely difficult and critical disease. Wet gangrene has a significant synergic effect with infection and neuropathy, while dry gangrene is closely related to vascular occlusion. The main contradiction of gangrene could be revealed through blood vessels, nerves and infection, providing evidence-based basis for the selection of debridement timing, anti-infection strategies and revascularization, with the aim of reducing the risk of amputation.
Humans
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Male
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Female
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Aged
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Middle Aged
;
Diabetic Foot/diagnosis*
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Aged, 80 and over
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Adult
;
Retrospective Studies
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Gangrene/physiopathology*
;
C-Reactive Protein
5.Characteristics of immune response induced by mucosal immunization with recombinant adenovirus of Mycobacterium tuberculosis phosphodiesterase.
Ting DAI ; Yanzhi LU ; Ruihua ZHAO ; Huanhuan NING ; Jian KANG ; Leran HAO ; Jialing LI ; Yuxiao CHANG ; Yinlan BAI
Chinese Journal of Cellular and Molecular Immunology 2025;41(1):1-8
Objective The prevalence of drug-resistant Mycobacterium tuberculosis (Mtb) strains is exacerbating the global burden of tuberculosis (TB), highlighting the urgent need for new treatment strategies for TB. Methods The recombinant adenovirus vaccine expressing cyclic di-adenosine monophosphate (c-di-AMP) phosphodiesterase B (CnpB) (rAd-CnpB), was administered to normal mice via mucosal immunization, either alone or in combination with drug therapy, to treat Mtb respiratory infections in mice.Enzyme-linked immunosorbent assay (ELISA) was used to detect the levels of antibodies in serum and bronchoalveolar lavage fluid (BALF). Real-time quantitative PCR was performed to assess the transcription levels of cytokines interferon γ(IFN-γ) and interleukin 10(IL-10) in mouse lungs. Flow cytometry was used to determine the proportions of CD4+ and CD8+ T cell subsets in the lungs and spleens. ELISA was employed to measure the levels of cytokines IFN-γ, IL-2, IL-10, inflammatory factors IL-6, and tumor necrosis factor α (TNF-α) secreted by spleen cells following antigen stimulation. The bacteria loads in the lungs and spleens of Mtb-infected mice were enumerated by plate counting methods. Resluts Intranasal immunization with rAd-CnpB induced high titers of IgG in mouse serum and the production of IgG and IgA in BALF, along with alterations in T lymphocyte subsets in the lungs and spleens. Administration of rAd-CnpB, either alone or in combination with drugs, to Mtb-infected mice significantly increased serum IgG levels as well as IgA and IgG levels in BALF. rAd-CnpB immunization promoted the secretion of CnpB-specific cytokines and inflammatory factors by splenocytes in Mtb-infected mice. However, rAd-CnpB immunotherapy, either alone or combined with drugs, did not significantly affect the bacterial loads in the lungs and spleens of mice with Mtb respiratory infections. Conclusion Mucosal immunization with rAd-CnpB induced significant mucosal, humoral and cellular immune responses in mice, and significantly enhanced CnpB-specific cellular immune responses in Mtb-infected mice.
Animals
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Adenoviridae/immunology*
;
Mycobacterium tuberculosis/genetics*
;
Mice
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Female
;
Phosphoric Diester Hydrolases/genetics*
;
Tuberculosis Vaccines/administration & dosage*
;
Tuberculosis/prevention & control*
;
Mice, Inbred BALB C
;
Cytokines
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Lung/microbiology*
;
Immunization
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Bronchoalveolar Lavage Fluid/immunology*
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Immunity, Mucosal
6.Expression of miR-340-5p and miR-155-5p in chronic hepatitis B patients and their relationship with Th1/Th2 factor levels
Huifang ZHOU ; Minrong KANG ; Xue'e DAI ; Tingxi YAN ; Xiaotong WANG ; Wei YAN
International Journal of Laboratory Medicine 2025;46(2):205-209
Objective To investigate the expression of serum microRNA(miR)-340-5p,miR-155-5p and their relationship with Th1/Th2 cytokines in patients with chronic hepatitis B.Methods A total of 128 pa-tients with chronic hepatitis B in this hospital from October 2021 to October 2023 were selected as the study group,and 96 healthy subjects from the hospital during the same period were selected as the control group.The expression levels of serum miR-340-5p and miR-155-5p were detected by fluorescence quantitative PCR(qPCR),and the expression levels of serum Th1/Th2 cytokines were detected by enzyme-linked immunosor-bent assay(ELISA).The relationship between miR-340-5p,miR-155-5p and Th1/Th2 cytokines was analyzed by Pearson method,and the influence of serum miR-340-5p and miR-155-5p on the occurrence of chronic HPV infection was analyzed by Logistic regression.Results Compared with the reference group,the serum levels of miR-340-5p,miR-155-5p,IL-4,and IL-13 in the study group decreased(P<0.05),while the levels of IFN-γand IL-12 increased(P<0.05).Serum miR-340-5p was negatively correlated with IFN-γ and IL-12(r=-0.315,-0.293,both P<0.05),and positively correlated with IL-4 and IL-13(r=0.413,0.412,both P<0.05).Serum miR-155-5p was negatively correlated with IFN-γ and IL-12(r=-0.406,-0.375,both P<0.05),and positively correlated with IL-4 and IL-13(r=0.343,0.407,both P<0.05).Serum miR-340-5p(OR=0.735,95%CI:Increased expression levels of 0.590-0.915)and miR-155-5p(OR=0.612,95%CI:0.416-0.900)were protective factors for the occurrence of chronic hepatitis B.IFN-γ(OR=1.652,95%CI:1.170-2.333)and IL-12(OR=1.063,95%CI:1.012-1.116)were risk factors for chronic hepatitis B(P<0.05).Conclusion Serum miR-340-5p and miR-155-5p are usually low expressed in chronic hepatitis B patients,and they are negatively correlated with Th1 cytokine level and positively correlated with Th2 cytokine level.
7.Current situation of medicinal animal breeding and research progress in sustainable utilization of resources.
Cheng-Cai ZHANG ; Jia WANG ; Yu-Jie ZHOU ; Xiao-Yu DAI ; Xiu-Fu WAN ; Chuan-Zhi KANG ; De-Hua WU ; Jia-Hui SUN ; Sheng WANG ; Lan-Ping GUO
China Journal of Chinese Materia Medica 2025;50(16):4397-4406
Traditional Chinese medicine(TCM) is the pillar for the development of motherland medicine, and animal medicine has a long history of application in China, characterized by wide resources, strong activity, definite efficacy, and great benefits. It has significant potential and important status in the consumption market of raw materials of TCM. In the context of global climate change, farming system alterations, and low renewability, the depletion of wild medicinal animal resources has accelerated. Accordingly, the conservation and sustainable utilization of wild resources of animal medicinal materials has become a problem that garners increasing attention and urgently needs to be solved. This paper summarizes the current situation of domestic and foreign medicinal animal breeding and research progress in industrial application in recent years and points out the issues related to standardized breeding, germplasm selection and breeding, and quality evaluation standards for medicinal animals. Furthermore, this paper discusses standardized breeding, quality standards, resource protection and utilization, and the search for alternative resources for rare and endangered medicinal animals. It proposes that researchers should systematically carry out in-depth basic research on animal medicine, improve the breeding scale and level of medicinal animals, employ modern technology to enhance the quality standards of medicinal materials, and strengthen the research and development of alternative resources. This approach aims to effectively address the relationship between protection and utilization and make a significant contribution to the sustainable development of medicinal animal resources and the animal-based Chinese medicinal material industry.
Animals
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Breeding
;
China
;
Medicine, Chinese Traditional
;
Conservation of Natural Resources
8.Quality evaluation of Gegen Formula Granules
Dai-liang ZHANG ; Chun-xia WANG ; Lei SHI ; Yu-kang LIU ; Yong-qiang LIN ; Yu-zhuo WANG ; Jing-hua ZHANG ; Jin-xin LI ; Gui-yun CAO ; Zhao-qing MENG
Chinese Traditional Patent Medicine 2025;47(5):1421-1431
AIM To evaluate the quality of Gegen Formula Granules.METHODS Linear calibration with two reference substances(LCTRS)was adopted in the predicting of retention time with puerarin and daidzein as internal standards.UPLC characteristic chromatograms were established.The contents of 3'-hydroxy puerarin,puerarin(internal standard),3'-methoxy puerarin,puerarin 6"-O-xyloside,puerarin apioside and daidzin were determined by quantitative determination analysis multi-components by a single marker(QAMS),after which their transfer rates were calculated.RESULTS Compared with relative retention time method,LCTRS demonstrated higher positional accuracy for characteristic peaks and wider application range for columns.There were 9 characteristic peaks in the characteristic chromatograms for 14 batches of formula granules and 15 batches of standard decoctions with the similarities of more than 0.95.The contents and transfer rates of various constituents in formula granules and standard decoctions were basically consistent.CONCLUSION The chemical constituents in formula granules and their standard decoctions of Puerariae lobatae Radix display good consistency,reliable preparation process is observable in the former.
9.Relationship between lactate level and clearance during extracorporeal life support and prognosis in elderly cardiac intensive care patients
Kewen CHEN ; Xinhua MA ; Kang HUANG ; Huan HUANG ; Songbai WU ; Yao DAI
Chinese Journal of Geriatric Heart Brain and Vessel Diseases 2025;27(11):1479-1483
Objective To investigate the presumed correlation between lactate level and clearance during extracorporeal life support(ECLS)and death in elderly cardiac intensive care patients.Methods A total of 93 elderly cardiac intensive care patients who received ECLS in Department of Critical Care Medicine,Xiangya Medical College Affiliated Changsha Hospital,Central South University,from March 2019 to October 2024 were retrospectively included to manage low cardiac production syndrome after major cardiac surgery.According to hospital outcomes,the patients were divided into a death group(n=45)and a survival group(n=48).Blood lactate measurements were performed every 4 hours from the beginning of ECLS treatment to calculate peak lactate and lactate clearance rate(LCR).Routine ICU scores,such as sequential organ failure score(SOFA)and reactive organ dysfunction(ROD)score,and postoperative complications were recorded.Results The death group received larger amounts of packed red blood cell concentrate,fresh frozen plasma and platelet concentrate,and exhibited higher ratios of norepinephrine and epinephrine administration and higher incidences of re-thoracotomy and hemolytic episodes when compared with the survival group(P<0.05,P<0.01).At the end of ECLS,higher SOFA and ROD scores were observed in the death group(P<0.01).The death group also demonstrated higher lactate level from venoarterial ECLS(P<0.001)and increased median peak lactate level,but lower median LCR than the survival group(P<0.01).Multivariate logistic analysis showed that peak lactate and LCR were independent prognostic factors in the elderly cardiac ICU patients(P<0.05,P<0.01).The AUC value(95%CI)of peak lactate and LCR in predicting patient outcomes was 0.723(95%CI:0.615-0.831)and 0.846(95%CI:0.761-0.932),respectively,and the value of their combination in predicting in-hospital death was 0.846(95%CI:0.762-0.931),with a sensitivity of 0.629 and a specificity of 0.937.Conclusion Lactate level and its clearance rate during ECLS can affect the survival rate of elderly cardiac intensive care patients.Peak lactate and LCR can predict the prognosis of elderly cardiac intensive care patients,and can be used as prognostic indicators for clinical monitoring.
10.The role of surface electromyography network indices in assessing neuromuscular dysfunction in hemiplegia
Jinping LI ; Ying XU ; Xianglian KANG ; Runing JI ; Juan WANG ; Minjun DAI ; Ke LI ; Ying HOU
Chinese Journal of Physical Medicine and Rehabilitation 2025;47(5):446-452
Objective:To observe the characteristics of multi-muscle surface electromyography (sEMG) network indices during static standing among hemiplegic stroke survivors, and to evaluate the value of the indices in assessing neuromuscular dysfunction.Methods:Ten male stroke survivors with hemiplegia were recruited into the hemiplegia group, and 10 age-matched healthy males were chosen as the control group. Both groups were required to perform 30s static standing tasks with their eyes open and closed. The sEMG signals from the bilateral gluteus maximus (GM), rectus femoris (RF) and biceps femoris (BF) muscles were synchronously collected. Linear time-frequency domain indices were then calculated from the sEMG signals, including the root mean square (RMS) and median frequency (MF). Network indices were extracted from the multiplex recurrence network and weighted networks were constructed from the sEMG signals, including the average interlayer mutual information (I), average edge overlap (ω), clustering coefficient (C), average shortest path length (L) and degree of centrality (DC).Results:With the eyes closed, the RMS values of the bilateral GMs of the hemiplegia group, as well as the values for the RF and BF on the unaffected side were significantly higher than the control group′s values. In the hemiplegia group, the RMS values of the RF and BF muscles on the unaffected side were significantly higher than on the affected side during standing with the eyes closed. For the RF muscles the RMS values on the unaffected side were, on average, significantly higher than with the eyes open. The MF of the GM muscles on the unaffected side in the hemiplegia group was significantly lower than the average MF values of the bilateral GM muscles in the control group with the eyes open or closed. With the eyes closed, the MF of the unaffected-side GM was significantly lower than that of the affected-side GM in the hemiplegia group. Compared with the control group, the hemiplegia group showed a significant increase in I and ω values, but a significant decrease in L values with the eyes open or closed. The DC values of the bilateral GM, RF and BF muscles in the hemiplegia group were significantly higher than among the control group with the eyes open, which was also true of the bilateral GM and RF muscles with the eyes closed. With the BF muscles it was true only of the unaffected side. In the hemiplegia group, the DC values of the unaffected-side GM with the eyes open or closed, and of the unaffected-side BF with the eyes closed.Conclusions:When standing still, hemiplegic stroke survivors exhibit increased overall synchronous muscle adjustment with involvement of unaffected-side muscles, especially the GM. sEMG network indices such as I, ω, L and DC can assess multi-muscle synchronous adaptability and the involvement of single muscles. sEMG network algorithms thus have potential as a new method for localizing and quantitatively assessing neuromuscular dysfunction among such patients.

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