1.Mechanisms of the Masquelet technique to promote bone defect repair and its influencing factors.
Jiang-Hong WU ; Quan-Wei BAO ; Shao-Kang WANG ; Pan-Yu ZHOU ; Shuo-Gui XU
Chinese Journal of Traumatology 2025;28(3):157-163
The Masquelet technique, also known as the induced membrane technique, is a surgical technique for repairing large bone defects based on the use of a membrane generated by a foreign body reaction for bone grafting. This technique is not only simple to perform, with few complications and quick recovery, but also has excellent clinical results. To better understand the mechanisms by which this technique promotes bone defect repair and the factors that require special attention in practice, we examined and summarized the relevant research advances in this technique by searching, reading, and analysing the literature. Literature show that the Masquelet technique may promote the repair of bone defects through the physical septum and molecular barrier, vascular network, enrichment of mesenchymal stem cells, and high expression of bone-related growth factors, and the repair process is affected by the properties of spacers, the timing of bone graft, mechanical environment, intramembrane filling materials, artificial membrane, and pharmaceutical/biological agents/physical stimulation.
Humans
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Bone Transplantation/methods*
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Membranes, Artificial
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Bone Regeneration
;
Animals
2.Correlation Analysis of Molecularly-Defined Cortical Interneuron Populations with Morpho-Electric Properties in Layer V of Mouse Neocortex.
Jun-Wei CAO ; Xiao-Yi MAO ; Liang ZHU ; Zhi-Shuo ZHOU ; Shao-Na JIANG ; Lin-Yun LIU ; Shu-Qing ZHANG ; Yinghui FU ; Wen-Dong XU ; Yong-Chun YU
Neuroscience Bulletin 2023;39(7):1069-1086
Cortical interneurons can be categorized into distinct populations based on multiple modalities, including molecular signatures and morpho-electrical (M/E) properties. Recently, many transcriptomic signatures based on single-cell RNA-seq have been identified in cortical interneurons. However, whether different interneuron populations defined by transcriptomic signature expressions correspond to distinct M/E subtypes is still unknown. Here, we applied the Patch-PCR approach to simultaneously obtain the M/E properties and messenger RNA (mRNA) expression of >600 interneurons in layer V of the mouse somatosensory cortex (S1). Subsequently, we identified 11 M/E subtypes, 9 neurochemical cell populations (NCs), and 20 transcriptomic cell populations (TCs) in this cortical lamina. Further analysis revealed that cells in many NCs and TCs comprised several M/E types and were difficult to clearly distinguish morpho-electrically. A similar analysis of layer V interneurons of mouse primary visual cortex (V1) and motor cortex (M1) gave results largely comparable to S1. Comparison between S1, V1, and M1 suggested that, compared to V1, S1 interneurons were morpho-electrically more similar to M1. Our study reveals the presence of substantial M/E variations in cortical interneuron populations defined by molecular expression.
Mice
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Animals
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Neocortex/physiology*
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Mice, Transgenic
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Interneurons/physiology*
3.Outcome comparison of pyrotinib with current standard of care in the second/third line setting in advanced non-small cell lung cancer patients with HER2 mutation.
Shiqi MAO ; Libo LUO ; Shuo YANG ; Yan WANG ; Fei ZHOU ; Jia YU ; Bin CHEN ; Guanghui GAO ; Xuefei LI ; Chao ZHAO ; Lei CHENG ; Yiwei LIU ; Wanying WANG ; Keyi JIA ; Chuchu SHAO ; Xinyu LIU ; Xiaoxia CHEN ; Chunxia SU ; Caicun ZHOU ; Fengying WU ; Shengxiang REN
Chinese Medical Journal 2023;136(7):848-850
4.Unsupervised deep learning for identifying the O 6-carboxymethyl guanine by nanopore sequencing.
Xiaoyu GUAN ; Yu WANG ; Jinyue ZHANG ; Wei SHAO ; Shuo HUANG ; Daoqiang ZHANG
Journal of Biomedical Engineering 2022;39(1):139-148
O 6-carboxymethyl guanine(O 6-CMG) is a highly mutagenic alkylation product of DNA that causes gastrointestinal cancer in organisms. Existing studies used mutant Mycobacterium smegmatis porin A (MspA) nanopore assisted by Phi29 DNA polymerase to localize it. Recently, machine learning technology has been widely used in the analysis of nanopore sequencing data. But the machine learning always need a large number of data labels that have brought extra work burden to researchers, which greatly affects its practicability. Accordingly, this paper proposes a nano-Unsupervised-Deep-Learning method (nano-UDL) based on an unsupervised clustering algorithm to identify methylation events in nanopore data automatically. Specially, nano-UDL first uses the deep AutoEncoder to extract features from the nanopore dataset and then applies the MeanShift clustering algorithm to classify data. Besides, nano-UDL can extract the optimal features for clustering by joint optimizing the clustering loss and reconstruction loss. Experimental results demonstrate that nano-UDL has relatively accurate recognition accuracy on the O 6-CMG dataset and can accurately identify all sequence segments containing O 6-CMG. In order to further verify the robustness of nano-UDL, hyperparameter sensitivity verification and ablation experiments were carried out in this paper. Using machine learning to analyze nanopore data can effectively reduce the additional cost of manual data analysis, which is significant for many biological studies, including genome sequencing.
Deep Learning
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Guanine
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Nanopore Sequencing
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Nanopores
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Porins/genetics*
5.Association between high-density lipoprotein cholesterol level and cardiovascular disease and all-cause mortality in the elderly population.
Jia Xin YU ; Shou Ling WU ; Shuo Hua CHEN ; Yan LIU ; Ming Kun FENG ; Yang YANG ; Shao Jun LI ; Xiao Kun LIU ; Ning YANG ; Yu Ming LI
Chinese Journal of Cardiology 2022;50(8):791-798
Objective: To investigate the relationship between high density lipoprotein cholesterol (HDL-C) and cardiovascular disease (CVD) and all-cause mortality in the elderly population. Methods: A total of 14 355 elderly persons aged ≥65 years, who participated in the annual physical examination in Kailuan Group in 2006 were included in this prospective cohort study. According to HDL-C level, the participants were divided into 4 groups: low-level group (HDL-C<1.30 mmol/L), intermediate-level group (1.30 mmol/L ≤HDL-C≤1.54 mmol/L), medium-high-level group (1.55 mmol/L ≤HDL-C≤1.80 mmol/L), high-level group (HDL-C≥1.81 mmol/L). Baseline data such as age, sex and blood lipid levels were collected and compared. Inpatient medical records and death information were obtained through the social security system, and CVD and all-cause mortality were analyzed. After adjusting for confounding factors, the medium-high-level group was used as the reference group. Cox proportional risk regression model was used to evaluate the impact of HDL-C on CVD and all-cause mortality events. The linear or nonlinear relationship between HDL-C level and CVD and all-cause mortality events was evaluated by restricted cubic spline regression model. Death competitive risk analysis was conducted, and sensitivity analysis was performed after excluding subjects with CVD or all-cause mortality within 1 year of follow-up and female participants. Results: The average age of this cohort was (71.5±5.5) years and follow-up time was (10.9±3.3) years. Compared with medium-high-level group, Cox proportional risk regression analysis showed that the HR (95%CI) of CVD and all-cause mortality in low-level group were 1.21 (1.06-1.38) (P<0.05) and 1.02 (0.95-1.11) (P>0.05), respectively; the HR (95%CI) of CVD events in high-level group was 1.17 (1.03-1.33) (P<0.05), and there was a marginal significant association with all-cause mortality, the HR (95%CI) was 1.07 (1.00-1.16) (0.05<P<0.1). The restricted cubic spline regression analysis showed that HDL-C was nonlinearly correlated with CVD (nonlinear correlation P<0.1), and presented a U-shaped curve trend, while HDL-C was linearly correlated with all-cause mortality (nonlinear correlation P>0.1). Conclusions: In the elderly population, the risk of CVD is lowest when the HDL-C level is 1.55-1.80 mmol/L, either high or low HDL-C is a risk factor for CVD. High HDL-C tends to be related to increased risk of all-cause mortality and low HDL-C is not related to increased risk of all-cause mortality.
Aged
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Cardiovascular Diseases
;
Cholesterol, HDL
;
Cohort Studies
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Female
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Humans
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Prospective Studies
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Risk Factors
6.Significance of early lymphocyte-platelets ratio on the prognosis of patients with extensive burns.
Long XU ; Lun Yang HU ; Bao Li WANG ; Hua ZHOU ; Shao Shuo YU ; Guo Sheng WU ; Yu SUN ; Guang Yi WANG
Chinese Journal of Burns 2022;38(1):57-62
Objective: To analyze the changing trend and characteristics of lymphocyte-platelets ratio (LPR) of early stage in patients with extensive burns, and to explore the prognostic significance of LPR. Methods: A retrospective case series study was conducted. From January 2008 to December 2018, 244 patients with extensive burns were admitted to the First Affiliated Hospital of Naval Medical University, including 181 males and 63 females, aged (44±16) years. The total burned area of patients was 60.0% (42.0%, 85.0%) total body surface area. Platelet and lymphocyte test results of patients were collected on the 1st, 2nd and 3rd day after admission, and LPR of patients was calculated to analyze the changing trend of the three days after admission. Univariate and multivariate logistic regression analysis were conducted to investigate the risk factors or independent risk factors for death of patients, including age, sex, total burn area, area of full-thickness burns and above, inhalation injury, and LPR. According to the 1st day's LPR after admission of patients, the receiver operating characteristic (ROC) curve predicting death of patients was drawn to find the optimal value of LPR. Patients were divided into high LPR group (n=136) and low LPR group (n=108) based on the optimal value of LPR, and the clinical data of total burn area, area of full-thickness burns and above, inhalation injury, tracheotomy, offline time of patients within 28 days, and mortality in the 2 groups were compared. The surviving curve of patients was drawn by Kaplan-Meier method to predict the difference of the 90-day survival rate between the two groups of patients. Data were statistically analyzed with Student's t test, Mann-Whitney U test, and chi-square test. Results: Within 3 days of admission, the LPR of patients showed a time-dependent upward trend. LPR of patients on the 2nd and 3rd day after admission was 8.6 (5.3, 14.4) and 8.6 (4.9, 13.7), respectively, which were significantly higher than the 1st day's 6.3 (4.2, 9.8), with Z values of -4.25 and -3.43, respectively, P<0.01. Univariate logistic regression analysis showed that age, total burn area, area of full-thickness burns and above, inhalation injury, and LPR were all risk factors for death of patients (with odds ratios of 1.03, 1.73, 1.31, 4.74, and 3.11, respectively, 95% confidence intervals of 1.01-1.06, 1.40-2.13, 1.21-1.42, 1.62-13.86, and 1.41-6.88, respectively, P<0.01). Multivariate logistic regression analysis showed that age, area of full-thickness burns and above, and LPR were independent risk factors for death of patients (with odds ratios of 1.06, 1.36, and 2.85, respectively, 95% confidence intervals of 1.03-1.09, 1.19-1.55, 1.02-7.97, P<0.05 or P<0.01). The area under ROC curve of the 1st day's LPR, predicting death of patients, was 0.61 (with 95% confidence interval of 0.51-0.71, P<0.05), and the optimal predicted value was 5.8 with corresponding sensitivity of 77% and specificity of 52% respectively. The total burn area, area of full-thickness burns and above, rates of incidence of inhalation injury, tracheotomy, and mortality of patients in high LPR group were significantly higher than those in low LPR group (with Z values of -3.06 and -3.19, χ2 values of 5.42, 11.64, and 8.45, respectively, P<0.05 or P<0.01). The offline time of patients within 28 days in high LPR group was significantly shorter than that in low LPR group (Z=-2.98, P<0.01). Kaplan-Meier survival analysis showed that the 90-day survival rate of admission of patients in low LPR group was significantly higher than that of patients in high LPR group (χ2=8.24, P<0.01). Conclusions: The early LPR of patients with extensive burns showed a time-dependent upward trend. The LPR on the first day after admission that is closely correlated with total burn area, area of full-thickness and deeper burns, inhalation injury, tracheotomy, and mortality of patients, is an independent risk factor for the prognosis of patients with extensive burns. The first day's LPR after admission is significantly correlated with the 90-day survival rate of patients, which can be used as an evaluation index for the severity of extensive burns.
Adult
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Blood Platelets
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Burns
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Female
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Humans
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Lymphocytes
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Male
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Middle Aged
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Prognosis
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ROC Curve
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Retrospective Studies
7.Complement C3 Aggravates Post-epileptic Neuronal Injury Via Activation of TRPV1.
Guang-Tong JIANG ; Lin SHAO ; Shuo KONG ; Meng-Liu ZENG ; Jing-Jing CHENG ; Tao-Xiang CHEN ; Song HAN ; Jun YIN ; Wan-Hong LIU ; Xiao-Hua HE ; Yu-Min LIU ; Lanzi GONGGA ; Bi-Wen PENG
Neuroscience Bulletin 2021;37(10):1427-1440
Epilepsy is a brain condition characterized by the recurrence of unprovoked seizures. Recent studies have shown that complement component 3 (C3) aggravate the neuronal injury in epilepsy. And our previous studies revealed that TRPV1 (transient receptor potential vanilloid type 1) is involved in epilepsy. Whether complement C3 regulation of neuronal injury is related to the activation of TRPV1 during epilepsy is not fully understood. We found that in a mouse model of status epilepticus (SE), complement C3 derived from astrocytes was increased and aggravated neuronal injury, and that TRPV1-knockout rescued neurons from the injury induced by complement C3. Circular RNAs are abundant in the brain, and the reduction of circRad52 caused by complement C3 promoted the expression of TRPV1 and exacerbated neuronal injury. Mechanistically, disorders of neuron-glia interaction mediated by the C3-TRPV1 signaling pathway may be important for the induction of neuronal injury. This study provides support for the hypothesis that the C3-TRPV1 pathway is involved in the prevention and treatment of neuronal injury and cognitive disorders.
Animals
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Astrocytes/metabolism*
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Complement C3/metabolism*
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Epilepsy
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Mice
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Neurons/pathology*
;
Status Epilepticus
;
TRPV Cation Channels/metabolism*
8. Complement C3 Aggravates Post-epileptic Neuronal Injury Via Activation of TRPV1
Guang-Tong JIANG ; Lin SHAO ; Shuo KONG ; Meng-Liu ZENG ; Jing-Jing CHENG ; Tao-Xiang CHEN ; Bi-Wen PENG ; Song HAN ; Jun YIN ; Xiao-Hua HE ; Wan-Hong LIU ; Yu-Min LIU ; Lanzi GONGGA
Neuroscience Bulletin 2021;37(10):1427-1440
Epilepsy is a brain condition characterized by the recurrence of unprovoked seizures. Recent studies have shown that complement component 3 (C3) aggravate the neuronal injury in epilepsy. And our previous studies revealed that TRPV1 (transient receptor potential vanilloid type 1) is involved in epilepsy. Whether complement C3 regulation of neuronal injury is related to the activation of TRPV1 during epilepsy is not fully understood. We found that in a mouse model of status epilepticus (SE), complement C3 derived from astrocytes was increased and aggravated neuronal injury, and that TRPV1-knockout rescued neurons from the injury induced by complement C3. Circular RNAs are abundant in the brain, and the reduction of circRad52 caused by complement C3 promoted the expression of TRPV1 and exacerbated neuronal injury. Mechanistically, disorders of neuron–glia interaction mediated by the C3–TRPV1 signaling pathway may be important for the induction of neuronal injury. This study provides support for the hypothesis that the C3–TRPV1 pathway is involved in the prevention and treatment of neuronal injury and cognitive disorders.
9.Study on relationship between hemoglobin content and blood pressure in pregnant women in Zhoushan islands
Ying-ying SHAO ; Jin-hua WU ; Wen JIANG ; Liu-yan PU ; Man-xian HUANG ; Bu-le SHAO ; Min-jia MO ; Shuo-jia WANG ; Yu SHEN ; Yun-xian YU
Chinese Journal of Disease Control & Prevention 2019;23(6):650-655
Objective To investigate the relationship between hemoglobin and blood pressure of pregnant women in Zhoushan islands, so as to provide scientific evidence for the etiological study of gestational hypertension. Methods A retrospective study was conducted among 1 383 pregnant women who received perinatal care in Zhoushan Maternal and Child Health Hospital of Zhejiang Province from January 2017 to June 2018. Pregnant women were monitored for hemoglobin content and blood pressure in the early, middle and late pregnancy. The multivariate linear regression was used to analyze the relationship between hemoglobin content and blood pressure in different pregnancy. Results The incidence of anemia in early, middle and late pregnancy was 7.74%, 25.45% and 15.76% respectively. The multivariate linear regression showed that hemoglobin levels during pregnancy had effects on systolic blood pressure in early, middle and late pregnancy, and the earlier hemoglobin levels were monitored, the more obvious the effect on systolic blood pressure was.With the increase of hemoglobin level, systolic blood pressure increased, such as the effect of hemoglobin on systolic blood pressure in early pregnancy, mid-pregnancy and late pregnancy. Hemoglobin of first trimster had the greatest effect (β=0.10, P<0.001), Hemoglobin of second trimester had no obvious effect, and that of third trimester had the second effect (β=0.04, P=0.027).Hemoglobin levels and diastolic blood pressure levels were similar to their relationship with systolic blood pressure. Conclusions Hemoglobin levels during pregnancy have significant effects on systolic and diastolic blood pressure in first, second and third trimsters of pregnancy. Regular measurement of hemoglobin levels during pregnancy can improve the health of pregnant women.
10.Content Determination of Total Flavones and Polysaccharides in Hedysari Radix in Different Producing Areas in Gansu Province
Xiu-Juan YANG ; Zhi-Jun YANG ; Peng-Xian NIU ; Zi-Yu PAN ; Jing SHAO ; Shuo LI
Chinese Journal of Information on Traditional Chinese Medicine 2018;25(2):79-82
Objective To establish a method for content determination of total flavones and polysaccharides in Hedysari Radix in different producing areas in Gansu Province.Methods The contents of total flavones and polysaccharides in Hedysari Radix in different producing areas in Gansu Province were determined by ultraviolet spectroscopy with calycosin-7-glucoside and glucose as reference substance, and the wavelength was set at 260 nm and 484 nm.Results The contents were from 2.82 mg/g to 6.79 mg/g for total flavones and from 106.14 mg/g to 746.40 mg/g for total polysaccharides in Hedysari Radix in different producing areas in Gansu Province. The recoveries of total flavones and total polysaccharides were 97.96% and 102.90%, respectively.Conclusion There was difference in contents of total flavones and polysaccharides of Hedysari Radix in different producing areas in Gansu Province, and the method of using ultraviolet spectroscopy is simple, reproducible, accurate and reliable, which can be preferably used as the method for content determination of total flavones and polysaccharides in Hedysari Radix.

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