Objective To observe the clinical effect of Lingshu acupuncture combined with acupoint injection in the treatment of lumbar spinal stenosis and its effect on lumbar function.Methods A total of 186 patients with lumbar spinal stenosis who were admitted to the People's Hospital of Ningxia Hui Autonomous Region from January 2021 to January 2024 were selected as the study subjects.According to different treatment methods,the patients were divided into control group A(given chiropractic massage combined with acupoint injection),control group B(given ordinary acupuncture combined with acupoint injection)and observation group(given Lingshu acupuncture combined with acupoint injection),with 62 cases in each group.Before treatment,1 week and 2 weeks after treatment,the lumbar pain,lumbar function,lumbar dysfunction and traditional Chinese medicine(TCM)symptom scores of the three groups were observed,as well as the changes of clinical efficacy and recurrence rate before and after treatment.Results The total clinical effective rate of the observation group was significantly higher than that of the control group B and the control group A[91.94%(57/62)vs.79.03%(48/62),56.45%(35/62)],and the 12-month recurrence rate was significantly lower than that of the control group B and the control group A[14.52%(9/62)vs.29.03%(18/62),37.10%(23/62)],the differences were statistically significant(all P<0.05).With the extension of random treatment time,the visual analogue scale(VAS),lumbar Oswestry dysfunction index(ODI)score and TCM symptom score of the three groups gradually decreased,and the low back pain score gradually increased,reaching the lowest and highest levels after two weeks of treatment.The changes in the observation group were more significant than those in the control group B and the control group A[VAS score:2(1,2)vs.3(2,4),4(3,5),ODI score:37.05±3.18 vs.39.26±2.75,41.30±2.98,TCM symptom score:5.97±1.74 vs.7.03±2.22,8.45±2.27,low back pain score:16.39±2.98 vs.14.23±2.84,13.02±2.51],and the differences were statistically significant(all P<0.05).Conclusion Lingshu acupuncture combined with acupoint injection can relieve pain,restore lumbar function and accelerate the rehabilitation process in patients with lumbar spinal stenosis.

For middle-aged and elderly patients with conditions such as spinal fractures and degenerative spinal diseases, spinal internal fixation is a core surgical procedure for reconstructing spinal stability, heavily relying on the biomechanical stability provided by pedicle screw systems. Whereas, these patients are often complicated by osteoporosis that can significantly compromise the stability of the bone-pedicle screw interface, leading to a marked increase in pedicle screw loosening and surgical failure rates. The bone cement-augmented pedicle screw technique, which involves injecting bone cement into the vertebral body or screw trajectory to optimize the mechanical properties of the bone-pedicle screw composite, has been proven to significantly enhance fixation strength and effectively prevent screw-related failures, thereby reducing the incidence of internal fixation failure in high-risk populations undergoing spinal fusion. However, the widespread clinical application of this technique has faced challenges such as inaccurate clinical decision-making (indication and contraindication selection), non-standardized operative practices, and insufficient awareness of complication prevention, resulting in considerable variability in clinical outcomes and even severe complications. To address this, Prof. Luo Fei from First Affiliated Hospital of Army Medical University initiated the project and the Chinese Association Orthopaedic Surgeons organized relevant experts to develop the Evidence-based clinical practice guideline for bone cement-augmented pedicle screw technique ( version 2025), based on current evidence. The guidelines put forward 8 recommendations regarding the clinical value, scope of application, and operational standards of the technique, aiming to provide evidence-based medical support and technical standardization for clinical decision-making.

Lumbar disc (LD) herniation and aging are prevalent conditions that can result in substantial morbidity. This study aimed to clarify the mechanisms connecting the LD aging and herniation, particularly focusing on cellular senescence and molecular alterations in the nucleus pulposus (NP). We performed a detailed analysis of NP samples from a diverse cohort, including individuals of varying ages and those with diagnosed LD herniation. Our methodology combined histological assessments with single-nucleus RNA sequencing to identify phenotypic and molecular changes related to NP aging and herniation. We discovered that cellular senescence and a decrease in nucleus pulposus progenitor cells (NPPCs) are central to both processes. Additionally, we found an age-related increase in NFAT1 expression that promotes NPPC senescence and contributes to both aging and herniation of LD. This research offers fresh insights into LD aging and its associated pathologies, potentially guiding the development of new therapeutic strategies to target the root causes of LD herniation and aging.
Intervertebral Disc Displacement/metabolism* ; Humans ; Aging/pathology* ; Nucleus Pulposus/pathology* ; Male ; Female ; Transcriptome ; Middle Aged ; Lumbar Vertebrae/pathology* ; Adult ; Cellular Senescence ; Stem Cells/pathology* ; Aged ; Intervertebral Disc Degeneration/metabolism*

Objective:To investigate the effect and clinical efficacy of assisted negative pressure wound therapy (NPWT) dressing on reduction of the size of free anterolateral thigh perforator flap (ALTPF) in reconstruction of soft tissue defects of limbs, and to observe the clinical efficacy of NPWT in free ALTPF surgery.Methods:From June 2022 to January 2024, 19 patient (13 males and 6 females) with soft tissue defects in limbs received surgical treatment using NPWT assisted transfer of free ALTPF in the Department of Repair and Reconstruction Surgery, Foshan Hospital of Traditional Chinese Medicine, the Eighth School of Clinical Medicine, Guangzhou University of Traditional Chinese Medicine. Of the 19 defects, 8 were in calf, 7 in foot and around ankle, 3 in forearm and 1 around elbow. The soft tissue defects ranged from 11.2 cm×9.5 cm to 24.5 cm×10.5 cm, and with comminuted fracture in different degrees as well as the exposure of bone, tendon or nerve. During surgery, the ALTPFs were harvested with a reduced width from the donor sites at 10.5 cm×7.0 cm to 24.0 cm×7.5 cm in size. After an ALTPF had been transferred to the recipient site, the remaining defect that was not covered by the ALTPF was then covered by a NPWT dressing. After the flap was stabilised, NPWT dressing was removed and the defect was closed by directly suture. Surgical data were taken and recorded during surgery. The healing of wound and survival of flaps were observed after surgery. Scheduled postoperative follow-ups were conducted through outpatient clinic or via WeChat reviews to monitor the overall appearance of recipient and donor sites, colour of flap, complications and functional recovery, and other relevant information. Functional recovery of upper limb was evaluated according to the Evaluation Trial Standards of Upper Limb Partial Functional of Hand Surgery of Chinese Medical Association, and the functional recovery of lower extremity was evaluated according to the Lower Extremity Functional Scale (LEFS).Results:The flaps were all fully viable, with soft texture and good appearance, the width of the flaps was designed 2.0-3.5 cm smaller than that of the defect, and the size of the flaps was 32.9-77.3 cm 2 smaller than that of the defects. All donor sites were closed by suture in the primary surgery, and left with linear scars. Postoperative follow-up lasted for 4 to 18 months. Of the 4 patients with upper limb injuries, 3 achieved the limb function in excellent and 1 in good; While of the 15 patients with lower limb injuries, 12 achieved the limb function in excellent, 2 in good and 1 in fair. Conclusion:Combination of NPWT dressing and free ALTPF is in accordance with the theory of flap economics and the concept of minimal damage to donor site. It avoids the waste of soft tissues, and provides a new idea for traumatic surgery.

Objective:This study aims to analyze the performance of five automatic cell type annotation methods in single cell RNA sequencing (scRNA-seq) data.Methods:Simulated data were generated using the Splatter package in R language, taking into account two data characteristics: the number of cells and the number of genes. The actual data came from the GSE10245 scRNA seq dataset of non-small cell lung cancer in Gene Expression Omnibus (GEO) database, the data had been pre-processed and batch effects had been eliminated. The automatic cell type recognition (ACTINN) of neural networks, the single-cell type annotation method based on deep learning (scDeepSort), the reference batch transcriptome annotation scRNA seq R-package (SingleR), the cross platform and cross species scRNA seq data classifier (SingleCellNet), and the cross scRNA seq dataset projection (scMap-cell) were implemented using the Tensorflow library in Python. The performance evaluation indicators for cell type annotation included accuracy (ACC), F1-score, and Matthews correlation coefficient (MCC). Each method was validated using ten fold cross validation, and the average value was taken after 50 repeated runs for performance comparison between methods. The Dunnett's t-test in the DescTools package of R language was used for multiple comparisons between ACTINN and other four methods. Results:Under 12 different scenarios (3 levels of cell numbers × 4 levels of gene numbers), simulated data analysis showed that compared with scDeepSort, SingleR, SingleCellNet, and scMap-cell, the percentage increase in ACC value of ACTINN ranged from 3.31% to 14.59%, 1.38% to 13.03%, 12.98% to 25.25%, and 20.72% to 29.62%, respectively; the range of F1 score improvement percentages were 2.75% - 22.74%, 2.46% - 23.68%, 5.07% - 27.47%, and 10.27% - 31.47%, respectively; the percentage increase ranges for MCC values were 3.42% - 9.75%, 2.26% - 7.61%, 5.41% - 11.11%, and 8.27% - 15.22%, respectively. Actual data analysis showed that the ACC value of ACTINN was 81.0%, which was increased by 2.1%, 5.2%, 7.9%, and 8.9% compared with the above four methods, respectively; the F1-score value was 80.5%, which was increased by 2.3%, 5.9%, 2.4%, and 6.0%, respectively; the MCC value was 83.3%, which was increased by 0.9%, 2.5%, 3.4%, and 11.2%, respectively. The results of Dunnett's t-test showed that the difference was not statistically significant in ACC values between scDeepSort and ACTINN ( P = 0.821), in F1-score values between scDeepSort and ACTINN ( P = 0.498), and in MCC values between scDeepSort, SingleCellNet and ACTINN ( P = 0.904, 0.134). However, the differences were statistically significant in other multiple comparisons ( P < 0.05). Conclusions:ACTINN and scDeepSort have good performance in cell type annotation, with ACTINN showing outstanding performance and SingleR showing robust performance, while SingleCellNet and scMap-cell have relatively limited performance. This suggests that self-attention mechanism algorithm based on Transformer framework is expected to promote further development of automatic cell annotation methods.

Objective:This study aims to analyze the performance of five automatic cell type annotation methods in single cell RNA sequencing (scRNA-seq) data.Methods:Simulated data were generated using the Splatter package in R language, taking into account two data characteristics: the number of cells and the number of genes. The actual data came from the GSE10245 scRNA seq dataset of non-small cell lung cancer in Gene Expression Omnibus (GEO) database, the data had been pre-processed and batch effects had been eliminated. The automatic cell type recognition (ACTINN) of neural networks, the single-cell type annotation method based on deep learning (scDeepSort), the reference batch transcriptome annotation scRNA seq R-package (SingleR), the cross platform and cross species scRNA seq data classifier (SingleCellNet), and the cross scRNA seq dataset projection (scMap-cell) were implemented using the Tensorflow library in Python. The performance evaluation indicators for cell type annotation included accuracy (ACC), F1-score, and Matthews correlation coefficient (MCC). Each method was validated using ten fold cross validation, and the average value was taken after 50 repeated runs for performance comparison between methods. The Dunnett's t-test in the DescTools package of R language was used for multiple comparisons between ACTINN and other four methods. Results:Under 12 different scenarios (3 levels of cell numbers × 4 levels of gene numbers), simulated data analysis showed that compared with scDeepSort, SingleR, SingleCellNet, and scMap-cell, the percentage increase in ACC value of ACTINN ranged from 3.31% to 14.59%, 1.38% to 13.03%, 12.98% to 25.25%, and 20.72% to 29.62%, respectively; the range of F1 score improvement percentages were 2.75% - 22.74%, 2.46% - 23.68%, 5.07% - 27.47%, and 10.27% - 31.47%, respectively; the percentage increase ranges for MCC values were 3.42% - 9.75%, 2.26% - 7.61%, 5.41% - 11.11%, and 8.27% - 15.22%, respectively. Actual data analysis showed that the ACC value of ACTINN was 81.0%, which was increased by 2.1%, 5.2%, 7.9%, and 8.9% compared with the above four methods, respectively; the F1-score value was 80.5%, which was increased by 2.3%, 5.9%, 2.4%, and 6.0%, respectively; the MCC value was 83.3%, which was increased by 0.9%, 2.5%, 3.4%, and 11.2%, respectively. The results of Dunnett's t-test showed that the difference was not statistically significant in ACC values between scDeepSort and ACTINN ( P = 0.821), in F1-score values between scDeepSort and ACTINN ( P = 0.498), and in MCC values between scDeepSort, SingleCellNet and ACTINN ( P = 0.904, 0.134). However, the differences were statistically significant in other multiple comparisons ( P < 0.05). Conclusions:ACTINN and scDeepSort have good performance in cell type annotation, with ACTINN showing outstanding performance and SingleR showing robust performance, while SingleCellNet and scMap-cell have relatively limited performance. This suggests that self-attention mechanism algorithm based on Transformer framework is expected to promote further development of automatic cell annotation methods.

Objective To observe the clinical effect of Lingshu acupuncture combined with acupoint injection in the treatment of lumbar spinal stenosis and its effect on lumbar function.Methods A total of 186 patients with lumbar spinal stenosis who were admitted to the People's Hospital of Ningxia Hui Autonomous Region from January 2021 to January 2024 were selected as the study subjects.According to different treatment methods,the patients were divided into control group A(given chiropractic massage combined with acupoint injection),control group B(given ordinary acupuncture combined with acupoint injection)and observation group(given Lingshu acupuncture combined with acupoint injection),with 62 cases in each group.Before treatment,1 week and 2 weeks after treatment,the lumbar pain,lumbar function,lumbar dysfunction and traditional Chinese medicine(TCM)symptom scores of the three groups were observed,as well as the changes of clinical efficacy and recurrence rate before and after treatment.Results The total clinical effective rate of the observation group was significantly higher than that of the control group B and the control group A[91.94%(57/62)vs.79.03%(48/62),56.45%(35/62)],and the 12-month recurrence rate was significantly lower than that of the control group B and the control group A[14.52%(9/62)vs.29.03%(18/62),37.10%(23/62)],the differences were statistically significant(all P<0.05).With the extension of random treatment time,the visual analogue scale(VAS),lumbar Oswestry dysfunction index(ODI)score and TCM symptom score of the three groups gradually decreased,and the low back pain score gradually increased,reaching the lowest and highest levels after two weeks of treatment.The changes in the observation group were more significant than those in the control group B and the control group A[VAS score:2(1,2)vs.3(2,4),4(3,5),ODI score:37.05±3.18 vs.39.26±2.75,41.30±2.98,TCM symptom score:5.97±1.74 vs.7.03±2.22,8.45±2.27,low back pain score:16.39±2.98 vs.14.23±2.84,13.02±2.51],and the differences were statistically significant(all P<0.05).Conclusion Lingshu acupuncture combined with acupoint injection can relieve pain,restore lumbar function and accelerate the rehabilitation process in patients with lumbar spinal stenosis.

For middle-aged and elderly patients with conditions such as spinal fractures and degenerative spinal diseases, spinal internal fixation is a core surgical procedure for reconstructing spinal stability, heavily relying on the biomechanical stability provided by pedicle screw systems. Whereas, these patients are often complicated by osteoporosis that can significantly compromise the stability of the bone-pedicle screw interface, leading to a marked increase in pedicle screw loosening and surgical failure rates. The bone cement-augmented pedicle screw technique, which involves injecting bone cement into the vertebral body or screw trajectory to optimize the mechanical properties of the bone-pedicle screw composite, has been proven to significantly enhance fixation strength and effectively prevent screw-related failures, thereby reducing the incidence of internal fixation failure in high-risk populations undergoing spinal fusion. However, the widespread clinical application of this technique has faced challenges such as inaccurate clinical decision-making (indication and contraindication selection), non-standardized operative practices, and insufficient awareness of complication prevention, resulting in considerable variability in clinical outcomes and even severe complications. To address this, Prof. Luo Fei from First Affiliated Hospital of Army Medical University initiated the project and the Chinese Association Orthopaedic Surgeons organized relevant experts to develop the Evidence-based clinical practice guideline for bone cement-augmented pedicle screw technique ( version 2025), based on current evidence. The guidelines put forward 8 recommendations regarding the clinical value, scope of application, and operational standards of the technique, aiming to provide evidence-based medical support and technical standardization for clinical decision-making.

Objective:To investigate the effect and clinical efficacy of assisted negative pressure wound therapy (NPWT) dressing on reduction of the size of free anterolateral thigh perforator flap (ALTPF) in reconstruction of soft tissue defects of limbs, and to observe the clinical efficacy of NPWT in free ALTPF surgery.Methods:From June 2022 to January 2024, 19 patient (13 males and 6 females) with soft tissue defects in limbs received surgical treatment using NPWT assisted transfer of free ALTPF in the Department of Repair and Reconstruction Surgery, Foshan Hospital of Traditional Chinese Medicine, the Eighth School of Clinical Medicine, Guangzhou University of Traditional Chinese Medicine. Of the 19 defects, 8 were in calf, 7 in foot and around ankle, 3 in forearm and 1 around elbow. The soft tissue defects ranged from 11.2 cm×9.5 cm to 24.5 cm×10.5 cm, and with comminuted fracture in different degrees as well as the exposure of bone, tendon or nerve. During surgery, the ALTPFs were harvested with a reduced width from the donor sites at 10.5 cm×7.0 cm to 24.0 cm×7.5 cm in size. After an ALTPF had been transferred to the recipient site, the remaining defect that was not covered by the ALTPF was then covered by a NPWT dressing. After the flap was stabilised, NPWT dressing was removed and the defect was closed by directly suture. Surgical data were taken and recorded during surgery. The healing of wound and survival of flaps were observed after surgery. Scheduled postoperative follow-ups were conducted through outpatient clinic or via WeChat reviews to monitor the overall appearance of recipient and donor sites, colour of flap, complications and functional recovery, and other relevant information. Functional recovery of upper limb was evaluated according to the Evaluation Trial Standards of Upper Limb Partial Functional of Hand Surgery of Chinese Medical Association, and the functional recovery of lower extremity was evaluated according to the Lower Extremity Functional Scale (LEFS).Results:The flaps were all fully viable, with soft texture and good appearance, the width of the flaps was designed 2.0-3.5 cm smaller than that of the defect, and the size of the flaps was 32.9-77.3 cm 2 smaller than that of the defects. All donor sites were closed by suture in the primary surgery, and left with linear scars. Postoperative follow-up lasted for 4 to 18 months. Of the 4 patients with upper limb injuries, 3 achieved the limb function in excellent and 1 in good; While of the 15 patients with lower limb injuries, 12 achieved the limb function in excellent, 2 in good and 1 in fair. Conclusion:Combination of NPWT dressing and free ALTPF is in accordance with the theory of flap economics and the concept of minimal damage to donor site. It avoids the waste of soft tissues, and provides a new idea for traumatic surgery.

Population aging trend is taking place in our country,and low back pain is a symptom of neuromuscular diseases of concern in the elderly.Accurately analyzing the disease of low back pain is important for both timely intervention and rehabilitation of patients.As a kind of bioelectrical signal,the acquisition and analysis of lumbar electromyography(EMG)signal is an important direction for the study of low back pain.The study reviews the acquisition of lumbar EMG by different types of sensors,introduces the signal characteristics of needle electrodes,surface electromyography electrodes and array electrodes,describes the use of signal algorithms,points out that wireless sensors and the use of deep learning algorithms are the direction of development,and puts forward prospects for its further development.