1.Effect and Mechanism of Icariin on Improving Spermatogenesis in Exercise-induced Fatigue Model Mice Through Regucalcin
Kunyang TANG ; Min XIAO ; Xiaocui JIANG ; Xiaoxue TAO ; Yue ZOU ; Chunchun ZHAO ; Zhipeng FANG
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(8):117-127
ObjectiveThis paper aims to investigate the effects of icariin on spermatogenesis in mice with exercise-induced fatigue and explore the underlying mechanisms. MethodsICR male mice were screened by swimming and randomly divided into normal group, model group, vitamin C group, icariin groups with low, medium, and high doses, and medium-dose icariin+N-nitro-L-arginine methyl ester (L-NAME) group, with 10 mice per group. Except for the normal group, all the other groups underwent weighted swimming training to establish an exercise-induced fatigue model. No gavage was administered during the first two weeks of the weighted training. From week three to four, the icariin groups with low, medium, and high doses received 0.03, 0.06, and 0.12 g·kg-1 icariin via gavage, respectively. The vitamin C group received 0.2 g·kg-1 vitamin C. The L-NAME group received 0.06 g·kg-1 icariin and 0.01 g·kg-1 L-NAME via intraperitoneal injection. The normal and model groups received equivalent physiological saline. After the experiment, body weight and the last exhaustive swimming time were recorded. Blood urea nitrogen (BUN), lactate (LA), lactate dehydrogenase (LDH), malondialdehyde (MDA), testicular testosterone (T), testicular Ca2+/Mg2+-adenosine triphosphatase (ATPase) (micro-assay), and the levels of testicular cyclic guanosine monophosphate (cGMP) were measured by using kits. Sperm CD46 levels were detected by flow cytometry. Testicular seminiferous tubules were observed via hematoxylin-eosin (HE) staining, and the testicular morphometric score (TMS) was used to evaluate the spermatogenic function. Protein expression of regucalcin (RGN, SMP30), cGMP-dependent protein kinase 1 (PKG), and cGMP-dependent protein kinase anchoring protein (GKAP1) was detected by Western blot. Testicular regucalcin expression was examined by immunofluorescence (IF). The epididymal sperm quality of mice was observed under a microscope. Fluorescence-stained sections of stimulated by retinoic acid gene 8 (STRA8), synaptonemal complex protein 3 (SCP3), and transition protein 1(TNP1) in testicular seminiferous tubules were assessed by immunohistochemistry (IHC). ResultsCompared with the normal group, the model group showed decreased body weight and exhaustive swimming time (P<0.01), significantly increased fatigue markers (LA, LDH, and BUN) and lipid peroxidation product MDA (P<0.01), reduced testicular RGN, PKG, GKAP1, testosterone, Ca2+/Mg2+-ATPase, and cGMP levels (P<0.01), decreased sperm motility, sperm count, and TMS scores, and downregulated the expression of STRA8, SCP3, and TNP1. Compared with the model group, the icariin group with high dose exhibited increased exhaustive swimming time (P<0.01), reduced LA, LDH, BUN, and MDA levels (P<0.01), elevated superoxide dismutase (SOD) (P<0.01), upregulated testicular RGN, PKG, GKAP1, testosterone, Ca2+/Mg2+-ATPase, and cGMP levels (P<0.01), improved sperm motility, sperm count, and TMS scores, and enhanced STRA8, SCP3, and TNP1 expression. Compared with the L-NAME group, the icariin group with medium dose showed increased expression of STRA8, SCP3, and TNP1 in the testicular tissue (P<0.01) and elevated cGMP and GKAP1 levels (P<0.01). ConclusionExercise-induced fatigue reduces the expression of RGN and cGMP/PKG/GKAP1 in mice, thereby causing abnormal spermatogenesis and impairing reproductive function in mice. Icariin ameliorates spermatogenic dysfunction in exercise-induced fatigue mice by promoting the expression of RGN and cGMP/PKG/GKAP1, thereby mitigating the damage of exercise-induced fatigue to the reproductive system.
2.Effect and Mechanism of Icariin on Improving Spermatogenesis in Exercise-induced Fatigue Model Mice Through Regucalcin
Kunyang TANG ; Min XIAO ; Xiaocui JIANG ; Xiaoxue TAO ; Yue ZOU ; Chunchun ZHAO ; Zhipeng FANG
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(8):117-127
ObjectiveThis paper aims to investigate the effects of icariin on spermatogenesis in mice with exercise-induced fatigue and explore the underlying mechanisms. MethodsICR male mice were screened by swimming and randomly divided into normal group, model group, vitamin C group, icariin groups with low, medium, and high doses, and medium-dose icariin+N-nitro-L-arginine methyl ester (L-NAME) group, with 10 mice per group. Except for the normal group, all the other groups underwent weighted swimming training to establish an exercise-induced fatigue model. No gavage was administered during the first two weeks of the weighted training. From week three to four, the icariin groups with low, medium, and high doses received 0.03, 0.06, and 0.12 g·kg-1 icariin via gavage, respectively. The vitamin C group received 0.2 g·kg-1 vitamin C. The L-NAME group received 0.06 g·kg-1 icariin and 0.01 g·kg-1 L-NAME via intraperitoneal injection. The normal and model groups received equivalent physiological saline. After the experiment, body weight and the last exhaustive swimming time were recorded. Blood urea nitrogen (BUN), lactate (LA), lactate dehydrogenase (LDH), malondialdehyde (MDA), testicular testosterone (T), testicular Ca2+/Mg2+-adenosine triphosphatase (ATPase) (micro-assay), and the levels of testicular cyclic guanosine monophosphate (cGMP) were measured by using kits. Sperm CD46 levels were detected by flow cytometry. Testicular seminiferous tubules were observed via hematoxylin-eosin (HE) staining, and the testicular morphometric score (TMS) was used to evaluate the spermatogenic function. Protein expression of regucalcin (RGN, SMP30), cGMP-dependent protein kinase 1 (PKG), and cGMP-dependent protein kinase anchoring protein (GKAP1) was detected by Western blot. Testicular regucalcin expression was examined by immunofluorescence (IF). The epididymal sperm quality of mice was observed under a microscope. Fluorescence-stained sections of stimulated by retinoic acid gene 8 (STRA8), synaptonemal complex protein 3 (SCP3), and transition protein 1(TNP1) in testicular seminiferous tubules were assessed by immunohistochemistry (IHC). ResultsCompared with the normal group, the model group showed decreased body weight and exhaustive swimming time (P<0.01), significantly increased fatigue markers (LA, LDH, and BUN) and lipid peroxidation product MDA (P<0.01), reduced testicular RGN, PKG, GKAP1, testosterone, Ca2+/Mg2+-ATPase, and cGMP levels (P<0.01), decreased sperm motility, sperm count, and TMS scores, and downregulated the expression of STRA8, SCP3, and TNP1. Compared with the model group, the icariin group with high dose exhibited increased exhaustive swimming time (P<0.01), reduced LA, LDH, BUN, and MDA levels (P<0.01), elevated superoxide dismutase (SOD) (P<0.01), upregulated testicular RGN, PKG, GKAP1, testosterone, Ca2+/Mg2+-ATPase, and cGMP levels (P<0.01), improved sperm motility, sperm count, and TMS scores, and enhanced STRA8, SCP3, and TNP1 expression. Compared with the L-NAME group, the icariin group with medium dose showed increased expression of STRA8, SCP3, and TNP1 in the testicular tissue (P<0.01) and elevated cGMP and GKAP1 levels (P<0.01). ConclusionExercise-induced fatigue reduces the expression of RGN and cGMP/PKG/GKAP1 in mice, thereby causing abnormal spermatogenesis and impairing reproductive function in mice. Icariin ameliorates spermatogenic dysfunction in exercise-induced fatigue mice by promoting the expression of RGN and cGMP/PKG/GKAP1, thereby mitigating the damage of exercise-induced fatigue to the reproductive system.
3.Impact of the number of microsatellite markers on the analysis of population genetic diversity of Schistosoma japonicum
Juan LONG ; Lang MA ; Hongying ZONG ; Zhipeng ZHOU ; Hao YAN ; Qinping ZHAO
Chinese Journal of Schistosomiasis Control 2025;37(3):239-246
Objective To examine the impact of different numbers of microsatellite markers on the analysis of population genetic diversity of Schistosoma japonicum, so as to provide insights into studies on the population genetic diversity of S. japonicum. Methods Oncomelania hupensis snails were collected from a wasteland in Gong’an County, Hubei Province, and 37 S. japonicum-infected O. hupensis snails were identified using the cercarial shedding method. A single cercaria released from each S. japonicum-infected O. hupensis snail was collected, and 10 cercariae were randomly collected from DNA extraction. Nine previously validated microsatellite loci and 15 additional microsatellite loci screened from literature review and the GenBank database and confirmed with stable amplification efficiency were selected as molecular markers. Genomic DNA from cercariae was subjected to three multiplex PCR amplifications of microsatellite markers with the Type-it Microsatellite PCR kit, and genotyped using capillary electrophoresis. The population genetic diversity of S. japonicum cercariae DNA was analyzed with observed number of alleles (Na), effective number of alleles (Ae), observed heterozygosity (Ho), expected heterozygosity (He), and polymorphism information content (PIC), and tested for Hardy-Weinberg equilibrium (HWE) and linkage disequilibrium (LD). To further investigate the impact of the number of microsatellite loci on the population genetic diversity of S. japonicum, the number of microsatellite markers was sequentially assigned from 1 to 24, and the mean and standard deviation of Na were calculated for S. japonicum populations at different locus numbers. In addition, the coefficient of variation (CV) of allelic number (defined as the ratio of the standard deviation to the mean) was determined, and the variation in Na with increasing microsatellite locus numbers was analyzed. Results Genomic DNA from 345 S. japonicum cercariae was selected for genotyping of 24 microsatellite markers, and all 24 microsatellite loci met linkage equilibrium (standardized linkage disequilibrium coefficient D′ < 0.7, r2 < 0.3) and deviated from Hardy-Weinberg equilibrium (P < 0.001). The mean Na, Ae, Ho and He were 27.46 ± 2.18, 12.46 ± 0.95, 0.46 ± 0.03, and 0.91 ± 0.01 for 24 microsatellite loci in S. japonicum cercarial populations, respectively, and PIC ranged from 0.85 to 0.96, indicating high genome-wide representativeness of 24 microsatellite loci. The mean value of Na-Ae was higher in genotyping with 9 previously validated microsatellite loci (19.88 ± 8.43) than with all 24 loci (14.99 ± 8.09). As the number of microsatellite loci increased, the mean Na showed no significant variation; however, the standard deviation gradually decreased. Notably, if the locus number reached 18 or more, the variation in the standard deviation of Na remarkably reduced. In addition, the standard deviation of Na at 18 loci was less than 5% of the mean Na at 24 loci, with a CV of 4.6%. Conclusions The number of microsatellite loci significantly affects the population genetic diversity analysis of S. japonicum. Eighteen or more microsatellite loci are recommended for analysis of the population genetic diversity of S. japonicum under the current conditions of low-prevalence infection and unbalanced genetic distribution of S. japonicum.
4.The Technological Advances and Prospects of Vascularized Brain Organoids
Jionghao XUE ; Zhipeng LI ; Yuanli ZHAO
Medical Journal of Peking Union Medical College Hospital 2025;16(2):277-284
Cerebrovascular diseases, characterized by high incidence, disability, and mortality rates, have emerged as a leading global cause of death and long-term disability. Organoid technology, a three-dimensional
5.Application Value of an AI-based Imaging Feature Parameter Model for Predicting the Malignancy of Part-solid Pulmonary Nodule.
Mingzhi LIN ; Yiming HUI ; Bin LI ; Peilin ZHAO ; Zhizhong ZHENG ; Zhuowen YANG ; Zhipeng SU ; Yuqi MENG ; Tieniu SONG
Chinese Journal of Lung Cancer 2025;28(4):281-290
BACKGROUND:
Lung cancer is one of the most common malignant tumors worldwide and a major cause of cancer-related deaths. Early-stage lung cancer is often manifested as pulmonary nodules, and accurate assessment of the malignancy risk is crucial for prolonging survival and avoiding overtreatment. This study aims to construct a model based on image feature parameters automatically extracted by artificial intelligence (AI) to evaluate its effectiveness in predicting the malignancy of part-solid nodule (PSN).
METHODS:
This retrospective study analyzed 229 PSN from 222 patients who underwent pulmonary nodule resection at Lanzhou University Second Hospital between October 2020 and February 2025. According to pathological results, 45 cases of benign lesions and precursor glandular lesion were categorized into the non-malignant group, and 184 cases of pulmonary malignancies were categorized into the malignant group. All patients underwent preoperative chest computed tomography (CT), and AI software was used to extract imaging feature parameters. Univariate analysis was used to screen significant variables; variance inflation factor (VIF) was calculated to exclude highly collinear variables, and LASSO regression was further applied to identify key features. Multivariate Logistic regression was used to determine independent risk factors. Based on the selected variables, five models were constructed: Logistic regression, random forest, XGBoost, LightGBM, and support vector machine (SVM). Receiver operating characteristic (ROC) curves were used to assess the performance of the models.
RESULTS:
The independent risk factors for the malignancy of PSN include roughness (ngtdm), dependence variance (gldm), and short run low gray-level emphasis (glrlm). Logistic regression achieved area under the curves ( AUCs) of 0.86 and 0.89 in the training and testing sets, respectively, showing good performance. XGBoost had AUCs of 0.78 and 0.77, respectively, demonstrating relatively balanced performance, but with lower accuracy. SVM showed an AUC of 0.93 in the training set, which decreased to 0.80 in the testing set, indicating overfitting. LightGBM performed excellently in the training set with an AUC of 0.94, but its performance declined in the testing set, with an AUC of 0.88. In contrast, random forest demonstrated stable performance in both the training and testing sets, with AUCs of 0.89 and 0.91, respectively, exhibiting high stability and excellent generalizability.
CONCLUSIONS
The random forest model constructed based on independent risk factors demonstrated the best performance in predicting the malignancy of PSN and could provide effective auxiliary predictions for clinicians, supporting individualized treatment decisions.
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Humans
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Male
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Female
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Lung Neoplasms/pathology*
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Middle Aged
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Retrospective Studies
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Artificial Intelligence
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Aged
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Tomography, X-Ray Computed
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Adult
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Solitary Pulmonary Nodule/diagnostic imaging*
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ROC Curve
6.Three-dimensional (3D) printing-assisted freeze-casting of processed pyritum-doped β-tricalcium phosphate biomimetic scaffold with angiogenesis and bone regeneration capability.
Chenxu WEI ; Zongan LI ; Xiaoyun LIANG ; Yuwei ZHAO ; Xingyu ZHU ; Haibing HUA ; Guobao CHEN ; Kunming QIN ; Zhipeng CHEN ; Changcan SHI ; Feng ZHANG ; Weidong LI
Journal of Zhejiang University. Science. B 2025;26(9):863-880
Bone repair remains an important target in tissue engineering, making the development of bioactive scaffolds for effective bone defect repair a critical objective. In this study, β-tricalcium phosphate (β-TCP) scaffolds incorporated with processed pyritum decoction (PPD) were fabricated using three-dimensional (3D) printing-assisted freeze-casting. The produced composite scaffolds were evaluated for their mechanical strength, physicochemical properties, biocompatibility, in vitro pro-angiogenic activity, and in vivo efficacy in repairing rabbit femoral defects. They not only demonstrated excellent physicochemical properties, enhanced mechanical strength, and good biosafety but also significantly promoted the proliferation, migration, and aggregation of pro-angiogenic human umbilical vein endothelial cells (HUVECs). In vivo studies revealed that all scaffold groups facilitated osteogenesis at the bone defect site, with the β-TCP scaffolds loaded with PPD markedly enhancing the expression of neurogenic locus Notch homolog protein 1 (Notch1), vascular endothelial growth factor (VEGF), bone morphogenetic protein-2 (BMP-2), and osteopontin (OPN). Overall, the scaffolds developed in this study exhibited strong angiogenic and osteogenic capabilities both in vitro and in vivo. The incorporation of PPD notably promoted the angiogenic-osteogenic coupling, thereby accelerating bone repair, which suggests that PPD is a promising material for bone repair and that the PPD/β-TCP scaffolds hold great potential as a bone graft alternative.
Calcium Phosphates/chemistry*
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Animals
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Bone Regeneration
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Rabbits
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Tissue Scaffolds
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Printing, Three-Dimensional
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Humans
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Human Umbilical Vein Endothelial Cells
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Neovascularization, Physiologic
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Osteogenesis
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Tissue Engineering/methods*
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Biomimetic Materials
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Cell Proliferation
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Angiogenesis
7.Therapeutic efficacy and mechanism of artesunate for mouse model of polycystic ovary syndrome
Xueling WANG ; Peiling ZHONG ; Zhipeng ZHAO ; Fei CHEN ; Xin LIU ; Sijia LIU ; Lie YUAN ; Lu FANG ; Qianyi YAO ; Xiong YANG ; Chao LIU ; Jiakun CHENG ; Yongqing CAI ; Xiaoli LI ; Weihong LI
Journal of Army Medical University 2025;47(3):193-204
Objective To investigate the therapeutic efficacy of artesunate(AS)on polycystic ovary syndrome(PCOS)in mice and explore the potential mechanism primarily.Methods Twenty-five female C57BL/6J mice were randomly divided into Control group,model group(PCOS group),low-and high-dose AS groups(AS15 and AS30 groups)and metformin group(Met group).In addition to the Control group,the mouse model of PCOS was established by subcutaneous injection of dehydroepiandrosterone(DHEA,60 mg/kg)following by a high-fat diet for 21 d.After modeling,AS of 15 and 30 mg/kg was intraperitoneally injected into the mice of the AS 15 and AS30 groups,respectively,and 200 mg/kg Met was given to those of the Met group by gavage,once per day,for 6 weeks.ELISA was used to detect serum testosterone(T),fasting insulin(FINS),luteinizing hormone(LH)and follicle-stimulating hormone(FSH),and the LH/FSH ratio was calculated.The levels of fasting blood glucose(FBG),triglyceride(TG)and total cholesterol(TC)were detected by automatic biochemical analyzer,and the homeostasis model assessment of insulin resistance(HOMA-IR)was calculated.The estrous cycle was observed,and HE staining was performed for pathological changes in the ovary and uterus.Immunofluorescence assay was employed to measure the expression of p-eIF2α,ATF4 and CHOP in the ovarian tissue.After steroidogenic human granulosa-like tumor cell line KGN were exposed to 100 μmol/L DHEA to simulate the hyperandrogen environment of PCOS,and then treated with 5 and 10 μg/mL AS for 24 h,the protein levels of endoplasmic reticulum stress signaling pathway was detected by Western blotting.Results Compared with the Control group,the PCOS mice had disturbed estrous cycle,polycystic changes in the ovaries,and significantly increased serum T level and LH/FSH ratio(P<0.05),and obviously elevated HOMA-IR,TC and TG levels in terms of metabolism(P<0.01).The expression levels of p-eIF2α,ATF4 and CHOP were notably up-regulated in the ovarian granulosa cells of PCOS mice and KGN cells after DHEA exposure(P<0.05).Additionally,AS treatment attenuated the pathological changes of ovary and uterine expression,decreased the serum T level and the LH/FSH ratio(P<0.05),and reduced HOMA-IR,TC and TG levels(P<0.05)when compared with the PCOS mice.Moreover,the expression levels of p-eIF2α,ATF4 and CHOP were significantly down-regulated after AS treatment in both ovarian granulosa cells of PCOS mice and KGN cells(P<0.05).Conclusion AS significantly improves glycolipid metabolic disorder and reproductive dysfunction in PCOS mice,which may be associated with its suppressing endoplasmic reticulum stress by inhibiting the PERK/eIF2α/ATF4/CHOP pathway.
8.Real-world study on piperacillin-tazobactam in the treatment of complicated urinary tract infection in adults
Yi YANG ; Ming LI ; Na LI ; Zhipeng WEN ; Bing ZHAO
China Pharmacy 2024;35(14):1753-1758
OBJECTIVE To investigate the efficacy and safety of piperacillin-tazobactam in the treatment of complicated urinary tract infection (cUTI) in adults. METHODS Retrospective analysis was performed on the data of 352 cUTI adult patients in our hospital from January 1, 2021 to December 31, 2023. All patients received piperacillin-tazobactam. The detection of pathogens in patients, the clinical efficacy and microbial clearance rate after treatment, the occurrence of adverse drug reactions and treatment cost were observed in all patients. RESULTS Of the 352 patients, pathogen culture results of 54 patients were detected, mainly Escherichia coli producing extended-spectrum beta-lactamases. The clinical effective rate was 94.3%, the microbial clearance rate was 81.5%, and the incidence of adverse reactions was 1.4%. The percentage of male effective patients in urinary surgery department was significantly higher than invalid patients, while the proportion of transplant treatment and the proportion of patients with concomitant kidney transplantation were significantly lower than invalid patients (P<0.05). There was no significant difference in clinical effective rate between the two groups after those patients were divided into target treatment group and empirical treatment group according to the sensitivity of pathogen to piperacillin-tazobactam (P=0.902 5). CONCLUSIONS Piperacillin-tazobactam is effective and safe in the treatment of cUTI.
9.Intervention of muscle strength training combined with neuromuscular electrical stimulation on lower limb function and biomechanical changes in patients with patellofemoral pain
Jing WU ; Yingce YAO ; Xiaowei YANG ; Boshi XUE ; Jianbin ZHAO ; Chen YANG ; Tianfeng LUAN ; Zhipeng ZHOU
Chinese Journal of Tissue Engineering Research 2024;28(9):1365-1371
BACKGROUND:Lower limb peri-knee muscle strength training and neuromuscular electrical stimulation are generally safe and effective rehabilitation methods for patellofemoral joint pain,but the mechanism of their intervention is still unclear. OBJECTIVE:To determine the effect of muscle strength training combined with neuromuscular electrical stimulation on pain,lower extremity function and biomechanical characteristics in patients with patellofemoral pain. METHODS:Thirty-seven patients with patellofemoral pain were randomly divided into muscle strength training combined with electrical stimulation group(trial group,n=19)and muscle strength training group(control group,n=18).Both groups underwent intervention training for 6 weeks,three times a week.The visual analog scale and anterior knee pain scale were used to evaluate the pain level and functional level of the knee.Kinematic and kinetics data during running were collected by using an infrared motion capture system and a three-dimensional force platform simultaneously.A two-way analysis of variance with repeated measures(group*time)was applied to analyze the data. RESULTS AND CONCLUSION:(1)After the intervention,the visual analog scale scores of the trial group and the control group were significantly decreased(P<0.001),and the anterior knee pain scale scores were significantly increased(Ptrial group<0.001,Pcontrol group=0.001)in the trial group and control group.The anterior knee pain scale scores of the trial group were significantly higher compared to the control group after the intervention(P=0.001).(2)The peak knee flexion angle(P=0.011),peak knee extension moment(P<0.001),the peak knee internal rotation moment(P=0.008),the peak patellofemoral stress(P<0.001)and the peak patellofemoral contact force(P<0.001)were significantly decreased in the trial and control groups during running after the intervention compared with those before the intervention.(3)In conclusion,both muscle strength training and muscle strength training combined with electrical stimulation training are helpful to improve the subjective pain and lower limb function of patellofemoral pain patients,enhance the movement pattern during running and reduce the stress of the patellofemoral joint.Compared with muscle strength training alone,muscle strength training combined with electrical stimulation can improve lower limb function more significantly.
10.Gut microbiota aids in differentiating proximal colorectal cancer in the combination of tumor markers
Tianchen HUANG ; Xiaodong HAN ; Yong ZHANG ; Kan LI ; Zhipeng GUO ; Lei LI ; Yachao WU ; Yanjun WANG ; Dongxiao BAI ; Jianan XIAO ; Jiangman ZHAO ; Fuyou ZHOU ; Weili LI
Chinese Journal of Laboratory Medicine 2024;47(4):444-450
Objective:To explore the differences in bacterial community structure between proximal colon cancer (PC), distal colon cancer (DC), and rectal cancer (RC), and the values of featured microbiota in differentiating PC with tumor markers.Methods:This case-control study enrolled 85 newly diagnosed colorectal cancer patients, including 22 PC, 15 DC and 48 RC patients, and 8 colorectal adenoma patients from May 2019 to July 2022 at the Department of General Surgery, Anyang Oncology Hospital. The blood and fecal samples were collected before surgery and then subjected to biochemical tests for tumor markers and 16S rDNA tests, respectively. SPSS (27.0.1) was applied to perform the t-test, one-way ANOVA, Mann-Whitney U test, Kruskal-Wallis H test, and Chi-Squared Test. Also, the receiver operating characteristic curve (ROC) was plotted on tumor markers and/or f_Bacteroidaceae with SPSS software .Results:All groups had significant differences in the CA125 ( F=3.543, P<0.05), CA72-4 ( F=3.596, P<0.05), and serum tumor-associated materials (TAM) levels ( F=5.787, P<0.01). In PC group, the levels of CA125 [PC vs RC, (36.84±6.30) kU/L vs (12.73±4.21) kU/L, P<0.01] and CA72-4 [PC vs RC, (45.56±10.86) kU/L vs (3.30±7.63) kU/L, P<0.01] were significantly higher than that of the RC group, while the level of TAM was remarkably elevated in PC group than in RC group [PC vs RC, (124.84±5.19) U/ml vs (102.44±3.63) U/ml, P<0.001] and CRA group [PC vs CRA, (124.84±5.19) U/ml vs (95.39±8.42) U/ml, P<0.01]. The LEfSe analysis showed that the featured microbiota in the PC group included f_Bacteroidaceae, f_Neisseriaceae, f_Clostridiaceae_1, f_Spirochaetaceae, and so on. The largest area under the ROC belonged to the combination of TAM and f_Bacteroidaceae, which reached 0.845 (95% CI 0.747-0.944), with sensitivity being 0.857 and specificity being 0.815. Conclusions:There is heterogeneity in gut microbiota composition among PC, DC, RC, and CRA. The combination of gut microbiota and tumor biomarkers demonstrated good differentiating effects in proximal colon cancers.

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