1.Construction and Validation of A Prediction Model for Pulmonary Nodule Nature Based on Clinicopathological Features,Imaging and Serum Biomarkers
Rui YUAN ; Taoli WANG ; Wenhui YU ; Shunan ZHANG ; Shenghua LUO ; Yunlei LI ; Xiangrong WANG ; Jiachuan WANG ; Haitao GUO
Journal of Modern Laboratory Medicine 2024;39(1):146-151,157
Objective The study aimed to construct and validate a predictive model for pulmonary nodules(PN)nature based on clinicopa-thological features,imaging,and serum biomarkers,so as to provide scientificdecision-making for early diagnosis and treatment of lung cancer.Methods A retrospective was performed on 816 PN patients with definited pathological diagnosis who received surgical resection analysisor lung biopsy in the Department of Thoracic Surgery and Oncology of Shenzhen Traditional Chinese Medicine Hospital from January 2019 to February 2023.Among them,113 cases that did not meet the inclusion criteria were excluded,and the remaining 703 cases were included in the study.The study based on the clinicopathologic features(age,gender,smoking history,smoking cessation history and family history of cancer),chest imaging(maximum diameter of nodule,location of lesion,clear border,Lobulation,spiculation,vascular convergence sign,vacuole,calcification,air bronchial sign,emphysema,nodule type and pleural indentation,nodule number)and serum carcinoembryonic antigen(CEA),cytokeratin 19 fragment(CYFRA21-1),squamous cell carcinoma antigen(SCCA)in patients with PN.These cases were randomly divided into a modeling group(n=552,237 benign,315 malignant)and a validation group(n=151,85 benign,66 malignant).First,univariate analysis was performed to screen for statistically significant predictors of nodules nature.Then,multivariate regression analysis was performed to screen for independent predictors of nodules nature.Finally,the prediction model of PN nature was constructed by logistic regression analysis.Subsequently,the validation group data were entered into the proposed model and Mayo clinic(Mayo)model,veterans affairs(VA)model,Brock University(Brock)model,Peking University(PKU)model and Guangzhou Medical University(GZMU)model,respectively.PN malignancy probability was calculated.The receiver operating characteristic(ROC)curves were plotted.The diagnostic efficiency of each model was compared according to the area under the curve(AUC).Results There were statistically significant variables including age,family history of cancer,maximum nodule diameter,nodule type,upper lobe of lung,calcification,vascular convergence sign,lobulation,clear border,spiculation,and serum CEA,SCCA,CYFRA21-1 using univariate analysis.Multiple regression analysis showed that age,CEA,clear border,CYFRA21-1,SCCA,upper lobe of lung,maximum nodule diameter,family history of cancer,spiculation and nodule type were independent predictors of PN nature.The prediction model equation constructed in this study is as follows:f(x)= ex/(1+ex),X=(-6.318 8+0.020 8×Age+0.527 4×CEA-0.928 4×clear border+0.294 6×Cyfra21-1+0.294×maximum nodule diameter+1.220 1×family history of cancer +0.573 2×upper lobe of lung +0.064 8×SCCA +1.461 5×Spiculation +1.497 6×nodule type).The AUC(0.799 vs 0.659,0.650)of the proposed model was significantly higher compared with Mayo model and VA model,and there were statistically significant differences(Z=3.029,2.638,P=0.003,0.008).However,compared with Brock model,PKU model and GZMU model,the differences of AUC(0.799 vs 0.762,0.773,0.769)were not statistically significant(Z=1.063,0.686,0.757,P=0.288,0.493,0.449).Conclusion The prediction model for PN nature established in this study is accurate and reliable,which can help clinics with early diagnosis and early intervention,and this prediction model deserves to be popularized.
2.Mechanical Ventilator-Induced Airway Collapse Due to Abnormal Mechanical Behaviors of Airway Smooth Muscle Cells:A Review
Mingzhi LUO ; Xiangrong ZHANG ; Changyu SUN ; Jiayuan ZHONG ; Chunhong WANG ; Rong GU ; Kai NI ; Linhong DENG
Journal of Medical Biomechanics 2024;39(5):998-1004
Mechanical ventilation(MV)provides life support for critically ill respiratory patients,but in the meantime can cause fatal ventilator-induced lung injury(VILI),and the latter remains a major challenge in respiratory and critical care medicine,because the pathological mechanism has not been fully elucidated.Recent studies show that on the one hand,in the lung with VILI,there exists airway collapse at multi-sites of an individual airway,which can not be explained by traditional airway collapse models.But on the other hand,under MV conditions,airway smooth muscle cells(ASMC)exhibit abnormal mechanical behaviors,accompanied by regulation of Piezo1 expression and endoplasmic reticulum stress.These phenomenons indicate that the MV-induced abnormal mechanical behavior of ASMC is closely related to multiple airway collapse and VILI.Therefore,by studying the MV-induced changes of ASMC mechanical behaviors and their relationship with airway collapse in lung injury,as well as the related mechanochemical signal coupling process,it is expected to reveal a novel mechanism of MV-associated airway collapse and lung injury from the perspective of cell mechanics.In this review,the recent research progress of airway collapse during MV,the regulation of ASMC mechanical behavior by MV-related high stretch,especially the related mechanochemical signal coupling mechanism is summarized.These advances may provide a novel insight for exploring the roles of ASMC abnormal mechanical behavior in the pathological mechanism of VILI,alternative targets of drug intervention for prevention and treatment of VILI,as well as for optimizing the ventilation mode in clinical practice.
3. Sub-acute toxicity of 1-bromopropane oral exposure in rats
Xiangrong SONG ; Qiao LUO ; Weifeng RONG ; Xiaoyan CHEN ; Hongling LI ; Aihua ZHANG ; Guoqiang XIE ; Danping CHEN
China Occupational Medicine 2020;47(01):35-40
OBJECTIVE: To observe the sub-acute toxicity of 1-bromopropane(1-BP) oral exposure for 28 days in SD rats. METHODS: Specific pathogen free adult female SD rats were randomly assigned to the control and exposed group, 8 rats in each group. The 1-BP was suspended in corn oil and administered by gavages in a dose of 800 mg/kg body weight to rats in the exposed group, once a day, 5 days per week for 4 weeks. The rats in the control group were given equal volume of corn oil. After the last exposure, blood and urine of rats were collected for 1-BP level detection and hematological examination. Brain, heart, lung, liver, kidney and spleen of rats were collected for gross pathological examination and histopathological examination. RESULTS: The rats of exposed group showed unstable standing, weakness of hind limbs, limping and lying down from the 3 rd week of exposure. From the 1 st to 4 th week of exposure, mean body weight of rats in the exposed group were significantly lower than those of the control group(P<0.05). In the exposed group, the level of 1-BP in urine was higher than that in blood(P<0.05), and that there was positive correlation between them(Spearman correlation coefficient=0.954, P<0.01). In the control group, 1-BP was not detected. The absolute weights of brain and lung tissue in the exposure group decreased(P<0.05), meanwhile the organ coefficients of heart, liver, spleen and kidney were significantly increased compared with the control group(P<0.05). The number of red blood cells, hemoglobin concentration, hematocrit, the mean hemoglobin concentration, the total serum cholesterol and triglycerides were decreased(P<0.05). No pathological change related to 1-BP exposure was observed in the main organs of the rats in the exposed group. CONCLUSION: The sub-acute oral toxicity of 1-BP is mainly neurotoxicity and hematotoxicity. The 1-BP level in urine may reflect its exposure.
4.Advanced applications of membrane technology in biological detection.
Jinxuan ZHANG ; Jianquan LUO ; Zhongyuan REN ; Hao ZHANG ; Xiangrong CHEN ; Yinhua WAN
Chinese Journal of Biotechnology 2019;35(12):2257-2268
Membrane creates the functions of protection, supporting, dispersion and separation. More functions can be designed by modifying membrane surface and grafting/loading selective ligands or catalysts on the membrane, thus membrane technology has been widely applied in biological detection, and its application approaches becomes diverse. Rational design of functional membranes can meet the demands in different steps of biological detection process, including sample pretreatment, preparation, response and sensing. This review summarized the functionalization methods of filtration membranes, applications of membrane technology in sample preparation and detection process, as well as the research on the integration of functional membranes. By revisiting the research progress on functional membrane design, preparation and applications for biological detection, it is expected to take better advantage of membrane materials structure and performance for constructing efficient and stable detection platform, which is more "adapted" to the detection environment.
Membranes, Artificial
5. Effects of γ-aminobutyric acid on feeding changes in rats and its potential mechanism
Qian WANG ; Hui LENG ; Xiao LUAN ; Feifei GUO ; Xiangrong SUN ; Shengli GAO ; Luo XU
Chinese Journal of Behavioral Medicine and Brain Science 2019;28(11):971-977
Objective:
To investigate whether γ-aminobutyric acid (GABA) receptor signaling pathway is involved in the regulation of thalamic undefined (ZI)-nucleus accumbens (NAc) neural pathways on gastric distraction (GD)-sensitive neuronal firing activity and the impact on food intake, the number of times and the frequency in rats.
Methods:
Six rats were randomly selected and the neural pathway between ZI and NAc in rat thalamus was observed by fluorescent gold (FG) retrograde tracing method.Eighty-two rats were randomly selected, and the gastric balloon was placed in gastric cavity, the microelectrode was placed in the NAc, and the stimulating electrode was placed in the ZI. The single-cell discharge recording method was used to observe the effect of electrical stimulation ZI on the excitability of GD-sensitive neurons in rat NAc.Eighteen rats were randomly selected and were divided into three groups according to the random number table. They were NS group, GABA group, GABA + GABA receptor antagonist bicuculline (BIC) group with 6 in each group, and the rat NAc was used to embed the cannula. The method of GABA and BIC was injected to observe the changes of cumulative food intake in rats for 4 h. Eighteen rats were randomly selected and randomly divided into three groups: sham stimulation (SS) group, 50 μA electrical stimulation group, 50 μA electrical stimulation + BIC group with 6 in each group. The 4 h cumulative food intake of rats was observed by electro-stimulation of rat ZI and rat NAc injection of BIC.
Results:
Fluorescent gold retrograde tracking combined with fluorescent immunohistochemical staining showed that there were visible GABA and fluorescent gold double labeled neurons in ZI. Electrical stimulation of ZI, the frequency of GABA-sensitive GD neurons in rat NAc increased significantly (GD-E increase: (78.8±8.4)%, GD-I increase: (89.3±9.2)%,
6.Neuroprotective effect of glutamine supplementation by inhibiting oxidative stress and promoting autophagy responses after traumatic brain injury in rats
Shukai WU ; Xiangrong CHEN ; Yasong LI ; Liangqin LUO ; Weipeng HU
Chinese Journal of Clinical Nutrition 2019;27(2):84-89
Objective To investigate the effects and mechanisms of glutamine (Gln) supplementation on oxidative stress,autophagy response and neurobehavioral outcome after traumatic brain injury (TBI) in rats.Methods TBI animal models were established using Feeney's method.Eighty SD rats were randomly divided into 4 groups:sham operation group (group Sham),Sham + glutamine supplementation group (group Sham+ GLN),traumatic brain injury group (group TBI),and TBI + glutamine supplementation group (group TBI+ GLN).We measured rat behavioral outcomes by modified neurologic severity score (mNSS) tests at day 1,3,7 and 14 after TBI.The apoptosis neurons in TBI cerebral cortex were determined by TUNEL staining.The expression of reactive oxygen species (ROS) was tested by ROS kits.Oxidative stress and autophagy related cytokines (HO-1,NQO1,Nrf2,LC3-Ⅱ and Beclin-1) were tested with Western blotting.Results Compared with the TBI group,the neurological function was improved [(9.79±0.43) vs.(8.43±0.30),F =6.775,P =0.010] and the apoptosis rate decreased (19.88% ± 1.60% vs.15.35% ± 1.28%,P =0.013) in the TBI+ GLN group after 7-day treatment.Compared with the Sham group,the protein expression of ROS increased (P=0.000),and the expression of anti-oxidative stress factors (HO-1,NQO1) and Nrf2 pathway significantly decreased in the TBI group.After glutamine supplementation was given,the expression of ROS decreased and the expressions of HO-1 and NQO1 increased.The Nrf2 pathway and autophagy response also were activated with the expressions of Nrf2,LC3-Ⅱ and Beclin-1 increasing.Conclusion Glutamine supplementation can markedly reduce neuron apoptosis and improve neurological outcomes after TBI,thus has the protective effect on nerves by inhibiting TBI-induced oxidative stress response,activating Nrf2 pathway and autophagy response.
7.Improvement of weight gain and life quality with Free-Style Libre Flash Glucose Monitoring System in women with gestational diabetes mellitus
Ya JIANG ; Cuihua XIE ; Jingxiang LI ; Wenwei XU ; Min MENG ; Xiangrong LUO ; Ling WANG ; Muhui YI ; Juan PAN ; Lixian XU
Chinese Journal of Modern Nursing 2019;25(31):4046-4051
Objective To investigate the gestational weight gain and quality of life in women with gestational diabetes mellitus(GDM) who used Free-Style Libre Flash Glucose Monitoring System. Methods From August of 2017 to January of 2019, the GDM patients diagnosed in the Department of Endocrinology in 3 ClassⅢ Grade A hospitals in Guangzhou were selected and divided into the observation group(n=39) and control group(n=43) according to their glucose monitoring willingness. The Free-Style Libre Flash Glucose Monitoring System was used for the observation group(sensor changed every 14 days) combined with the fingertip blood glucose monitor, it was necessary to monitor fingertip blood glucose contrast when hypoglycemia was identified by sensors. Pregnant women at other monitoring points could selectively monitor fasting and postprandial blood glucose. In the control group, after assigned into the group patients only monitored their fingertip blood glucose(at lease 2 times/d, including fasting and 2h postprandial blood glucose). The two groups were all instructed by self-management on diet, exercise etc according to the result of blood glucose monitor, the Wechat management was included to instruct them of the daily life diary recording method. World Health Organization-5 Well-Being Index (WHO-5) was adopted at the beginning of the study and the second week of follow-up to investigate the well-being index score of the patients in the two groups; at the end of pregnancy, the average perinatal blood sugar level, incidence of hypoglycemia events and the eligible rate of weight gain in different BMI patients were recorded. Results At the 2nd week, the score of well-being index in the observation group was higher than that in the control group with statistical significance(P=0.037).There was no statistically significant difference in fasting and 2 h postprandial glucose between the two groups (P>0.05). There was no significant difference in blood sugar control (fasting and 2 hours after meal) between the two groups (P>0.05), but the detection rate of hypoglycemia in the group using Free-style Libre glucose monitoring system was higher than that in the control group (P=0.042). By the end of pregnancy, stratified analysis showed that the qualified rate of weight gain in the observation group with BMI between 18.5 and 24.9 kg/m2 before pregnancy was higher than that in the control group with statistical significance(P=0.035). Conclusions The use of Free- Style Libre Flash Glucose Monitoring System in GDM patients makes gestational weight control more reasonable and painless, and improves the well-being index of patients.
8.Effects of orexin-A on firing activity of gastric distension-sensitive neurons in the basomedial amygdala and food intake in diet-induced obese rats
Mi WANG ; Xiangrong SUN ; Feifei GUO ; Xiao LUAN ; Luo XU
Chinese Journal of Behavioral Medicine and Brain Science 2018;27(9):769-776
Objective To investigate the effects of orexin-A on firing activity of gastric distensionsensitive (GD) neurons in the basomedial amygdala (BMA) and food intake in diet-indaced obese rats.Methods Healthy male Wistar rats were selected,and the diet-induced obesity (DIO) rat model and dietinduced resistant (DR) rat model were established by high-fat diet.The effects of orexin-A and an opioid receptor antagonist naloxone on BMA GD neurons were observed by recording the extracellular potentials of single neurons.The effects of orexin-A and naloxone on the food intake of different rats were observed by using BMA catheterization.The mRNA expression and protein expression of orexin-1 receptor (OX-1R) and μ opioid receptor were detected by real-time PCR and Elisa,respectively.Results After microinjection of orexinA into the BMA,the firing frequency of GD-sensitive neurons in the normal rats was significantly increased (GD-E:(78.3±6.9)%,GD-Ⅰ:(55.5±4.7) %,P<0.01),and this effect was completely blocked by OX-1R receptor antagonist SB334867,and naloxone partially blocked the discharge-promoting effect of orexin-A;Compared with the normal rats,the firing frequency of GD-sensitive neurons in the DIO (GD-E:(91.6±7.1) %,GD-Ⅰ:(67.9±8.1) %) and DR(GD-E:(87.9±6.8) %,GD-Ⅰ:(69.2±5.8) %) rats was significantly increased after BMA injection of orexin-A (P<0.05).After administration of orexin-A into the BMA,food intake of the normal rats,DIO rats and DR rats ((2.38±0.34) g,(3.75 ±0.32) g,(4.01 ±0.38) g,respectively) was significantly increased (P<0.01),and the food intake of DR and DIO rats were significantly higher than that of normal rats (P<0.05).After BMA was injected with naloxone,the food intake of rats was inhibited,and the food intake of the DIO rats was significantly lower than that of the DR rats (P<0.05),food intake of the DR rats was significantly lower than that of the normal rats (P<0.05).The results of real-time PCR showed that the mRNA levels of OX-1R in DIO and DR rats were(5.85±0.45)and (6.03±0.42)were higher than that of normal rats,and the difference was significant (P<0.05);and mRNA levels of μ-opioid receptors in DIO and DR rats((4.51±0.42) and (8.31±0.41) times) were higher than those in normal rats (P<0.05).The results of Elisa showed that the protein levels of OX-1R in DIO ((2.98±0.28) ng/μl)and DR rats ((3.05±0.31) ng/μl) were higher than those in normal rats ((1.53±0.31) ng/μl,P<0.05).The content of μ-opioid receptor protein in DR rats ((4.21±0.35) ng/μl) was higher than that of DIO rats ((2.77±0.27) ng/μl),and higher than that of normal rats((1.48±0.32) ng/μ),the difference was significant (P<0.05).Conclusion BMA orexin-A promotes the spontaneous discharge of GD-sensitive neurons and food intake in normal rats,DIO rats and DR rats,μ-opioid receptors may be involved in the regulation of this process.
9.Nesfatin-1 Signaling in the Basom Edial Amygdala Modulates the Gastric Distension-sensitive Neurons Discharge and Decreases Gastric Motility by the Arcuate Nucleus
Qiuxia DUAN ; Xiao LUAN ; Feifei GUO ; Xiangrong SUN ; Luo XU
Progress in Modern Biomedicine 2017;17(27):5227-5232,5246
Objective:This study aimed to explore the effects ofnesfatin-1 on gastric distension (GD)-sensitive neurons in the basomedial amygdala (BMA) and the potential mechanism for nesfatin-1 to regulate gastric motility through the arcuate nucleus (Arc).Methods:The projection of nerve fiber and expression of nesfatin-1 were observed by retrograde tracing and fluo-immunohistochemistry staining;The nuclei microinjection and nuclei electrical stimulation,extracellular discharges of single unit neuron were used to observe the effects ofnesfatin-1 on the GD neurons;Gastric motility recording in vivo were used to monitor the effects ofnesfatin-1 on the amplitude of constriction and frequency of gastric motility in conscious rats.Results:NUCB2/Nesfatin-1/fluorogold-double labeled neurons were from ARC to BMA;Nesfatin-1 could excited the firing rate of most of the GD-E neurons (4.25± 1.02 Hz vs.5.32± 1.17 Hz,P<0.01) and decreased the firing rate of most of the GD-I neurons (3.73± 0.92 Hz vs.2.64± 0.86 Hz,P<0.01),inhibited the gastric motility,amplitude and frequency,SHU9119 could weaken the responses induced by nesfaton-1;Electrical stimulation of the Arc,the firing rate of nesfatin-1-induced GD-response neurons (GD-E:5.14± 1.32 Hz vs.6.75± 1.84 Hz,P<0.05;GD-I:2.84± 0.86 Hz vs.4.05± 1.12 Hz,P <0.05) and the gastric amplitude and frequency were increase.Conclusion:It was suggested that nesfatin-1 in the BMA plays an important role in decreasing gastric motility and the Arc may be involved in this regulation process.
10.Effects of Orexins on Feeding and Energy Metabolism in Mice
Ying CHEN ; Feifei GUO ; Xiangrong SUN ; Luo XU
Progress in Modern Biomedicine 2017;17(26):5038-5042,5078
Objective:To investigate the effects of Orexin peptides on feeding and energy metabolism in mice.Methods:The mice were divided into two groups:feeding group and metabolic group.The feeding group were injected with different doses (1,3 and 10 nmol) of orexin-A and orexin-B to observe their effects on feeding and the activity of tyrosine hydroxylase in liver.We used the metabolic cages and observed the changes of respiration rate and respiration rate of mice were under light condition,dark condition and fasting condition.Results:Compared with the control group,1 nmol and 10 nmol orexin-A significantly stimulated mice to feed (P <0.05) within 4 hours after injection,and the effect of 3 nmol orexin-A on feeding was not obvious,but increase the activity of tyrosine hydroxylase.Any dose of orexin-B did not show a stimulating effect on mice feeding.(P >0.05).In the light cycle,orexin-A could significantly reduce the respiration rate (RQ),the metabolic rate was significantly increased (P <0.05);In the dark cycle,orexin-A had no effect on RQ,but the metabolic rate was significantly rised (P <0.05);But the injection of orexin-A in fasting mice induced a brief increase in RQ and a significant increase in metabolic rate (P <0.05).Conclusion:Orexins may play an important role in regulating feeding and energy metabolism in mice.

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