1.Recognition of breath odor map of benign and malignant pulmonary nodules and Traditional Chinese Medicine syndrome elements based on electronic nose combined with machine learning: An observational study in a single center
Shiyan TAN ; Qiong ZENG ; Hongxia XIANG ; Qian WANG ; Xi FU ; Jiawei HE ; Liting YOU ; Qiong MA ; Fengming YOU ; Yifeng REN
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2025;32(02):185-193
Objective To explore the recognition capabilities of electronic nose combined with machine learning in identifying the breath odor map of benign and malignant pulmonary nodules and Traditional Chinese Medicine (TCM) syndrome elements. Methods The study design was a single-center observational study. General data and four diagnostic information were collected from 108 patients with pulmonary nodules admitted to the Department of Cardiothoracic Surgery of Hospital of Chengdu University of TCM from April 2023 to March 2024. The patients' TCM disease location and nature distribution characteristics were analyzed using the syndrome differentiation method. The Cyranose 320 electronic nose was used to collect the odor profiles of oral exhalation, and five machine learning algorithms including random forest (RF), K-nearest neighbor (KNN), logistic regression (LR), support vector machine (SVM), and eXtreme gradient boosting (XGBoost) were employed to identify the exhaled breath profiles of benign and malignant pulmonary nodules and different TCM syndromes. Results (1) The common disease locations in pulmonary nodules were ranked in descending order as liver, lung, and kidney; the common disease natures were ranked in descending order as Yin deficiency, phlegm, dampness, Qi stagnation, and blood deficiency. (2) The electronic nose combined with the RF algorithm had the best efficacy in identifying the exhaled breath profiles of benign and malignant pulmonary nodules, with an AUC of 0.91, accuracy of 86.36%, specificity of 75.00%, and sensitivity of 92.85%. (3) The electronic nose combined with RF, LR, or XGBoost algorithms could effectively identify the different TCM disease locations and natures of pulmonary nodules, with classification accuracy, specificity, and sensitivity generally exceeding 80.00%.Conclusion Electronic nose combined with machine learning not only has the potential capabilities to differentiate the benign and malignant pulmonary nodules, but also provides new technologies and methods for the objective diagnosis of TCM syndromes in pulmonary nodules.
2.Investigation on the mechanisms of Colquhounia Root Tablets in reversing vascular endothelial cell dysfunction of rheumatoid arthritis via modulating NOD2/SMAD3/VEGFA signaling axis
Bing-bing CAI ; Ya-wen CHEN ; Tao LI ; Yuan ZENG ; Yan-qiong ZHANG ; Na LIN ; Xia MAO ; Ya LIN
Acta Pharmaceutica Sinica 2025;60(2):397-407
Rheumatoid arthritis (RA) is a chronic autoimmune disease characterized by synovial inflammation, joint destruction, and functional impairment. Angiogenesis plays a key role in the pathological progression of RA with dysfunction of endothelial cells to promote synovial inflammation, sustain pannus formation, subsequently leading to joint damage. Colquhounia Root Tablets (CRT), a Chinese patent drug, has shown a satisfying clinical efficacy in treating RA, while the underlying mechanism by which CRT inhibits RA-associated angiogenesis remains unclear. In this study, we applied a research approach combining transcriptomic data analysis, bio-network mapping, and
3.Defocusing state and myopia control of single focus, defocus and orthokeratology in myopic children observed by multispectral refraction topography
Xinyao MAO ; Jiang LIN ; Rui WANG ; Shiping ZHOU ; Xuemei FU ; Qiong WANG ; Xuemei ZENG
International Eye Science 2025;25(8):1324-1329
AIM:To observe the defocus state and myopia control in myopic children wearing single-vision, defocus, and orthokeratology lenses using multispectral refraction topography(MRT).METHODS: A total of 279 myopic patients aged 8-14 years old, with a spherical equivalent(SE)from -7.00 to -0.50 D, treated at the Chengdu Aier Eye Hospital from June 2022 to December 2023. Patients who volunteered for the study were assigned to three groups. A total of 94 cases were provided with single-vision spectacle lenses(SVL group), 90 cases received individualized ocular refraction customization(IORC group), and 95 cases received orthokeratology lenses(OK group). Simultaneously, the three groups were further categorized into low(-3.00 to -0.50 D), moderate(-6.00 to -3.25 D), and high myopia(-7.00 to -6.25 D)groups according to different SE. MRT was used to measure and compare the defocus changes of the retina in supperior, inferior, nasal, and temporal quadrants(RDV-S, RDV-I, RDV-N, RDV-T), and three angles of field of view, including 0-15°, 15°-30°, and 30°-45°(RDV-15, RDV-30, RDV-45)in the three groups(the data divide for the connected regions is grouped to the latter group). A one-way analysis of variance was used for intergroup comparisons. Univariate and multivariate linear regression analyses were used to analyze the factors related to changes in the axial length(AL)at 1 a after intervention.RESULTS:There were significant differences in 1-year SE and AL growth among patients in the SVL, IORC, and OK groups before and after intervention(P<0.001). The 1-year SE and the difference of AL growth in patients with low myopia was significantly different among SVL, IORC, and OK groups(P<0.001); however, there was no significant difference between the IORC and OK groups(P>0.05); there were significant differences in the SE and AL growth changes between the OK group and the IORC and SVL groups in moderate myopia(P<0.001); and there were significant differences between the OK group and the IORC and SVL groups in SE and AL growth of high myopia group after wearing lenses for 1 a(P<0.001), while there were no significant differences between the IORC and SVL groups(P>0.05). In addition, there were significant differences in the relative peripheral refractive errors(RPRE)of 4 quadrants and 3 eccentric regions among the three groups of patients in different degrees of myopia groups(P<0.001). Pair-wise comparison of the growth difference of eccentric D-RDV-15 in low myopia group after wearing lenses for 1 a showed significant differences between the SVL, IORC, and OK groups(P<0.001), but no significant differences between the IORC and OK groups(P>0.05). The angle of field of view D-RDV-30 in moderate myopia subgroups was statistically different between the SVL group and the IORC and OK groups after wearing lenses for 1 a(P<0.001), while the IORC and OK groups showed no significant differences(P>0.05); the angle of field of view D-RDV-15 in high myopia subgroups was statistically different between the OK group and the IORC and SVL groups after wearing lenses for 1 a(P<0.001), but there was no significant difference between the IORC and SVL groups(P>0.05). Univariate and multivariate linear regression model analysis showed that the changes in D-TRVD, D-RDV-45, D-RDV-N, and D-RDV-I correlated with the increase in the difference in 1 a AL.CONCLUSION: MRT can be used to guide the clinical control of myopia. Myopia development is related to the peripheral retinal defocus state, and the difference of defocus quantity in the inferior nasal side at 30°-45° eccentricity may be a factor regulating the rapid progression of myopia.
4.The molecular epidemiological characteristics of the gastroenteritis outbreaks caused by norovirusin Hainan Province,2020-2022
Yunting ZENG ; Haiyun CHEN ; Dandan LI ; Yanhui YANG ; Miao JIN ; Qiong HUANG ; Lei CUI ; Zhengfan PAN ; Lina REN ; Xiaojie YU
Acta Universitatis Medicinalis Anhui 2024;59(2):336-343
Objective To understand the molecular epidemiological characteristics of Norovirus outbreaks and the genome evolution of Norovirus epidemic strains in Hainan Province from 2020 to 2022.Methods The information and samples have been collected from the norovirus outbreaks from 2020 to 2022.Norovirus was detected by using the real-time PCR in these samples,then the detected sequences were amplified the analyzed.The Norovirus se-quences of 8 strains had been amplified and analyzed.Results From 2020 to 2022,39 gastroenteritis outbreaks were reported,and 25 outbreaks caused by Norovirus which mainly occurred in childcare institutions and schools(20/25,80%).The Norovirus outbreaks were mainly concentrated in counties around Haikou(northeast),which including Ding'an(5 cases),Wenchang(4 cases),Chengmai(4 cases),and Lingao(3 cases);following by western regions which included Baisha(2 cases),Ledong(2 cases),and Dongfang(3 cases).1 case was in Wanning in the southeast.Among individuals aged 2-17,the positive proportion of Norovirus in males was higher than that in females.Among individuals aged over 55,the proportion of Norovirus positive in females was higher than that in males.The gender of positive samples among individuals aged 18-40 was related to their profession.According to RT-PCR typing and sequencing,GⅡ group Norovirus were classified in13 outbreaks.There were 4 genotypes detected.GⅡ.2[P1 6]was the main epidemic strain with 60%(9/13),and the other three genotypes were GⅡ.4 Sydney[P31](15.4%,2/13)GⅡ.4 Sydney[P16](7.7%,1/13)and GⅡ.3[P12](7.7%,1/13).Further genic analysis of 8 Norovirus strains showed that all of them were still in the same branch as the previ-ous strain,and all exhibited a certain amount of amino acid variation.Conclusion Norovirus is the main pathogen of gastroenteritis outbreaks in Hainan province,and the main epidemic strain is GⅡ.2[P16].It is necessary to continue to strengthen the monitoring that provides scientific evidence for the prevention and control of norovirus out-breaks in Hainan region.
5.Correlation of serum metabolites and clinical features in patients with peripheral T-cell lymphoma
Yishuo DUAN ; Jun RAO ; Jing XIA ; Naya MA ; Shijia LIN ; Fu LI ; Shuhan TANG ; Sha ZHOU ; Yunjing ZENG ; Xinlei LI ; Dezhi HUANG ; Qiong LI ; Bangdong LIU ; Xianlan ZHAO ; Jin WEI ; Xi ZHANG
Journal of Army Medical University 2024;46(4):352-358
Objective To explore the changes in serum energy metabolites in patients with peripheral T-cell lymphoma,and investigate serum biomarkers for monitoring peripheral T-cell lymphoma from the perspective of energy metabolism.Methods Multiple/selected reaction monitoring(MRM/SRM)was used to detect the energy-related metabolites in the sera of 16 patients with newly diagnosed peripheral T-cell lymphoma admitted in the Hematology Medical Center of the Second Affiliated Hospital of Army Medical University from November 2020 to December 2021,as well as 10 recruited healthy volunteers.The corresponding clinical data including medical history,laboratory results and image data were collected and retrospectively analyzed.Results Significant differences were seen in the contents and expression profiles of serum energy metabolism-related products between the patients and the healthy volunteers.The patients had significantly reduced serum contents of cyclic AMP,succinate,citrate and cis-aconitate(P<0.05),and elevated D-glucose 6-phosphate content(P<0.05).The serum contents of citrate and succinate were negatively correlated with the risk stratification(low-,moderate-and high-risk)and clinical stage of the disease(P<0.05).Meanwhile,there was a negative correlation between the contents of L-malic acid and citrate and the mid-term efficacy evaluation results,such as complete/partial response(CR/PR)or stable disease(SD)(P<0.05).For patients with extranodal NK/T cell lymphoma(n=10),there were also significant reductions in the contents of cyclic AMP,succinate,citrate,isocitrate and cis-aconitate in the sera of patients compared with healthy volunteers(P<0.05),and the contents of citrate and succinate were negatively correlated with the clinical stage(P<0.05)and were rather correlated with mid-term efficacy evaluation results(CR/PR or SD)(P<0.05).For patients with angioimmunoblastic T-cell lymphoma(n=6),the serum contents of cyclic AMP,citrate and succinate were significantly lower,while the content of D-glucose 6-phosphate was higher when compared with the healthy volunteers(P<0.05),and the content of succinate was negatively correlated with both clinical stage and risk grade of the patients(P<0.05).Conclusion There are 5 serum differential metabolites identified between patients with peripheral T-cell lymphoma and healthy controls,and succinate and citrate are expected to be serum biomarkers of peripheral T-cell lymphoma.
6.Median effect-site concentration of sufentanil combined with ciprofol blunting cardiovascular respon-ses to tracheal intubation in elderly patients
Fengmei MEI ; Jinbing ZHAO ; Jingxing JIN ; Jun LU ; Qiong ZENG
The Journal of Clinical Anesthesiology 2024;40(11):1165-1169
Objective To investigate and compare the median effect-site concentration(Ce50)of sufentanil combined with propofol or ciprofol blunting cardiovascular responses to tracheal intubation in eld-erly patients.Methods Sixty-six elderly patients were selected for extracranial-intracranial cerebral revas-cularization for general anesthesia with tracheal intubation,32 males and 34 females,aged ≥ 65 years,BMI 20-30 kg/m2.Patients were randomly divided into two groups:1.5 mg/kg propofol group(group P)and 0.3 mg/kg ciprofol group(group C),33 patients in each group.Sufentanil was target controlled infused with the initial dose of 0.30 μg/kg,then propofol 1.5 mg/kg or ciprofol 0.30 mg/kg injected slowly after reaching the effect-site concentration.After the lose of consciousness and BIS score less than or equal to six-ty,rocuronium 0.60 mg/kg was administrated,and underwent endotracheal intubation after the TOF value monitored by muscle relaxation drops to zero.Dixon's up and down sequential method was used to determined the target concentration of sufentanil.A positive response was defined as a 20%increase in HR or SBP exceeding the baseline within 2 minutes after tracheal intubation,otherwise,it was considered a neg-ative response.According to the Dixon's sequential method,the ratio of adjacent dosed was 1.2 and if the patient had a positive response,the dose of next patient was moved up one gradient,otherwise,the dose would be reduced.The trail was terminated when the seventh crossover point was observed.When a positive response turned to a negative response,it was called a crossover point.HR,SBP,DBP and BIS were recor-ded before induction of anesthesia(T0),before tracheal intubation(T1),1 minutes after tracheal intubation(T2),3 minutes after tracheal intubation(T3)and 5 minutes after tracheal intubation(T4).Dixon-Mood's half effective quantity sequential calculation formula was used to calculate the Ce50 and 95%confidence interval(CI).Results Compared with group P,SBP was significantly increased at T1,BIS was significantly decreased at T2-T4 in group C(P<0.05).The Ce50 and 95%CI of sufentanil inhibiting cardiovascular response to tracheal intubation were 0.253 ng/ml(95%CI 0.215-0.297 ng/ml)in group P and 0.241 ng/ml(95%CI 0.209-0.279 ng/ml)in group C.There was no significant difference in Ce50 between the two groups.Conclusion When combined with propofol 1.5 mg/kg during anesthesia induction,the Ce50 of sufentanil inhibiting cardiovascular response to tracheal intubation in elderly patients was 0.253 ng/ml(95%CI 0.215-0.297 ng/ml).While combined with cirprofol 0.30 mg/kg,Ce50 of sufentanil was 0.241 ng/ml(95%CI 0.209-0.279 ng/ml).
7.Clinical characteristics of Ureaplasma urealyticum infection and colonization in extremely preterm infants
Yan-Qiong WANG ; Ya-Li ZENG ; Xue-Yu CHEN ; Zhi-Feng HUANG ; Chuan-Zhong YANG
Chinese Journal of Contemporary Pediatrics 2024;26(8):811-816
Objective To investigate the clinical characteristics of Ureaplasma urealyticum(UU)infection and colonization in extremely preterm infants and its impact on the incidence of bronchopulmonary dysplasia(BPD).Methods A retrospective analysis was conducted on 258 extremely preterm infants who were admitted to the Department of Neonatology,Shenzhen Maternity and Child Healthcare Hospital,from September 2018 to September 2022.According to the results of UU nucleic acid testing and the evaluation criteria for UU infection and colonization,the subjects were divided into three groups:UU-negative group(155 infants),UU infection group(70 infants),and UU colonization group(33 infants).The three groups were compared in terms of general information and primary and secondary clinical outcomes.Results Compared with the UU-negative group,the UU infection group had significant increases in the incidence rate of BPD,total oxygen supply time,and the length of hospital stay(P<0.05),while there were no significant differences in the incidence rates of BPD and moderate/severe BPD between the UU colonization group and the UU-negative group(P>0.05).Conclusions The impact of UU on the incidence of BPD in extremely preterm infants is associated with the pathogenic state of UU(i.e.,infection or colonization),and there are significant increases in the incidence rate of BPD,total oxygen supply time,and the length of hospital stay in extremely preterm infants with UU infection.UU colonization is not associated with the incidence of BPD and moderate/severe BPD in extremely preterm infants.
8.Median effective dose of sufentanil in inhibiting responses to tracheal intubation when combined with ciprofol in patients with Parkinson′s disease
Fengmei MEI ; Wenbin ZHANG ; Qiong ZENG ; Yifeng RUAN ; Jun LU
Chinese Journal of Anesthesiology 2024;44(6):714-717
Objective:To determine the median effective dose (ED 50) of sufentanil in inhibiting responses to tracheal intubation when combined with ciprofol in patients with Parkinson′s disease. Methods:This was a prospective study. American Society of Anesthesiologists Physical Status classification Ⅰ or Ⅱ patients with Parkinson′s disease, aged 18-64 yr, with body mass index of 18.5-30.0 kg/m 2, of Mallampati grade Ⅰ or Ⅱ, undergoing elective deep brain stimulator implantation with tracheal intubation in the Brain Hospital Affiliated to Nanjing Medical University from July 2022 to January 2024, were selected. Sufentanil, ciprofol 0.40 mg/kg and rocuronium 0.60 mg/kg were administrated intravenously and sequentially, and endotracheal intubation was performed after onset of muscle relaxation. A positive response was defined as an increase in heart rate or mean arterial pressure by more than 20% of the baseline value within 2 min after tracheal intubation. The initial dose of sufentanil was set at 0.36 μg/kg, the dose in the next patient was determined according to the response to tracheal intubation, and the ratio between the two successive doses was 1.2. The ED 50 and 95% confidence interval of sufentanil in inhibiting responses to tracheal intubation were calculated using the Dixon-Mood method. Results:The ED 50 (95% confidence interval) of sufentanil in inhibiting responses to tracheal intubation was 0.335 (0.298-0.378) μg/kg when combined with ciprofol. Conclusions:When combined with ciprofol 0.40 mg/kg, the ED 50 of sufentanil in inhibiting responses to tracheal intubation is 0.335 μg/kg in patients with Parkinson′s disease.
9.Effects of Buyang Huanwu Decoction on Intestinal Barrier, Intestinal Flora, and Trimethylamine Oxide in Rats with Heart Failure.
Jie-Qiong WENG ; Jie-Bai LI ; Meng-Fei YUAN ; Ting-Ting YAO ; Jing-Fang ZHANG ; Yuan-Yuan ZENG ; Jing ZHAO ; Ying LI ; Ke XU ; Xiao-Xu SHEN
Chinese journal of integrative medicine 2023;29(2):155-161
OBJECTIVE:
To explore the mechanisms of Buyang Huanwu Decoction (BYHWD) modulating the gut microbiome and trimethylamine oxide (TAMO) to exert cardioprotective effects.
METHODS:
Ligation of the left anterior descending coronary artery was performed in rats to induce heart failure (HF). Except for the sham-operation group (n=10), 36 operation-induced models were randomized into 3 groups using a random number table (n=12 in each group): the model group, the BYHWD group (15.02 g/kg BYHWD), and the positive group (4.99 g/kg metoprolol succinate). After 4-week treatment (once daily by gavage), echocardiography was applied to evaluate the cardiac function and the Tei index (the ratio of ventricular isovolumic contraction time (IVCT) and isovolumic diastolic time (IVRT) to ejection time (ET)) was calculated; hematoxylin-eosin (HE) staining was observed to characterize the pathology of the myocardium and small intestinal villi. D-lactic acid was detected by an enzyme-linked immunosorbent assay (ELISA). Expressions of occludin, claudin-1, and zonula occludens (ZO-1) were detected by Western blot. 16S ribosomal ribonucleic acid (16S rRNA) sequencing was used to explore the changes in the intestinal flora. TMAO was detected via liquid chromatography-tandem mass spectrometry (LC-MS/MS).
RESULTS:
In the echocardiography, the Tei index was considerably lower in the positive and BYHWD groups compared with the model group (P<0.05). Besides, BYHWD improved the pathology of myocardium and small intestine of HF rats and lowered the D-lactic acid content in the serum, when compared with the model group (P<0.05). BYHWD also improved the expression of occludin and claudin-1 (P<0.05); in the gut microbiota analysis, BYHWD slowed down modifications in the structure distribution of gut microbiota and regulated the diversity of intestinal flora in HF rats. The content of TMAO in the serum was significantly lowered by BYWHT compared with the model group (P<0.05).
CONCLUSION
BYHWD may delay progression of HF by enhancing the intestinal barrier structure, and regulating intestinal flora and TAMO.
Rats
;
Animals
;
Rats, Sprague-Dawley
;
Gastrointestinal Microbiome
;
Chromatography, Liquid
;
Claudin-1
;
Occludin
;
RNA, Ribosomal, 16S
;
Tandem Mass Spectrometry
;
Drugs, Chinese Herbal/pharmacology*
;
Heart Failure
10.Clinical study on effect of Shumu Peitu herb-partitioned moxibustion on diarrhea-predominant irritable bowel syndrome and negative emotions
Yanqi DAI ; Xiujun GUO ; Qiong WU ; Qin YANG ; Yu ZENG ; Li HUANG
Chinese Journal of Practical Nursing 2023;39(17):1294-1300
Objective:To explore the intervention effect of Shumu Peitu herb-partitioned moxibustion on clinical signs and symptoms and negative emotions of diarrhea-predominant irritable bowel syndrome (IBS-D) patients with liver-stagnation and spleen-deficiency pattern.Methods:A total of 72 patients with IBS-D of liver-stagnation and spleen-deficiency pattern treated in the Department of Gastroenterology of Nanjing Vniversity of Chinese Medicine from September 2021 to June 2022 were selected for randomized controlled trial. The patients were randomly divided into the observation group (2 cases dropped off, 34 cases in total) and control group (1 case dropped off, 35 cases in total) by random number table method. The patients in control group were treated with Tongxieyaofang (TXYF). The patients in observation group were treated with oral administration of TXYF and Shumu Peitu herb-partitioned moxibustion, and both groups were treated for 4 weeks. The clinical efficacy, Traditional Chinese Medicine (TCM) syndrome integral, IBS Quality of Life Questionnaire (IBS-QOL), IBS Symptom Severity Scale (IBS-SSS), Bristol Stool Form Scale and Hospital Anxiety and Depression Scale (HADS) were compared before and after treatment.Results:After treatment, the total effective rate of the observation group was 94.12%(32/34), which was higher than the 71.43%(25/35) in the control group, the difference was significant ( χ2 = 6.18, P<0.05). After treatment, the TCM syndrome integral in the observation group was (7.62 ± 4.08), which was lower than the (9.89 ± 4.71) in the control group, the difference was significant ( t = 2.14, P<0.05). After treatment of 3 days, the scores of quality of life in the five dimensions of dysthymia, behavior disorder, health worry, avoidance of eating and social function in the observation group were (82.44 ± 11.46), (80.25 ± 11.67), (76.23 ± 12.67), (59.80 ± 15.14) and (79.23 ± 11.59) points, which were different with the (73.57 ± 12.39), (72.35 ± 15.48), (69.76 ± 13.11), (50.00 ± 16.17) and (73.04 ± 13.11) points in the control group, the difference were significant ( t values were -3.09 - -2.08, all P<0.05). Three days after treatment, the score of IBS-SSS and Bristol fecal character in the observation group were (118.24 ± 40.64) and (5.09 ± 0.62) points, which were lower than the (146.86 ± 60.09) and (5.51 ± 0.66) points in the control group, the difference were significant ( t = 2.31 and 2.76, both P<0.05). After treatment, the score of HADS-A and HADS-D in the observation group were (6.26 ± 1.75) and (5.29 ± 1.47), which were different with the (7.26 ± 2.19) and (6.17 ± 2.11) in the control group, the difference were significant ( t = 2.08 and 2.00, both P<0.05). Conclusions:Shumu Peitu herb-partitioned moxibustion can effectively improve IBS-D patients with liver-stagnation and spleen-deficiency pattern, relieve clinical symptoms, reduce negative emotions, and improve quality of life.

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