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.Expert Consensus on Clinical Application of Ruyi Zhenbaowan
Ming CHEN ; Jingling CHANG ; Shangquan WANG ; Gejia ZHONG ; Qiang DENG ; Hongxia CHEN ; Qien LI ; Yaming LIN ; Zujian XU ; Changkuan FU ; Yuer HU ; Yanming XIE ; Yuanyuan LI
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(16):173-183
Osteoarthritis (OA) and stroke are common clinical diseases that reduce patients' quality of life and place a burden on families and society. Ruyi Zhenbaowan, a classic prescription in Tibetan medicine, have the functions of clearing heat, awakening the brain and opening orifices, relaxing tendons and promoting meridian circulation, and eliminating yellow water. Clinically, they are used to treat osteoarthritis, post-stroke sequelae, neuropathic pain, and other related conditions. Modern pharmacological studies have demonstrated their anti-inflammatory, analgesic, and nerve-repairing effects. However, current research remains insufficient regarding the appropriate indications, timing, and efficacy of this medicine in treating relevant diseases. To enhance clinicians' understanding of this medicine and promote its standardized and rational clinical use, a panel of national experts, including clinical specialists, Tibetan medicine practitioners, pharmacologists, and methodologists, formulated this consensus based on clinical experience and evidence-based practice. The Cochrane systematic review framework, the Grading of Recommendations Assessment, Development and Evaluation (GRADE) system, and the nominal group method were employed to generate seven graded recommendations and 19 consensus-based suggestions. These recommendations clearly define the key points in the clinical application of Ruyi Zhenbaowan, including therapeutic indications, dosage and administration, treatment duration, and medication safety. The consensus specifically addresses the clinical efficacy, appropriate timing of administration, dosage strategies, treatment cycles, and combination medication strategies for treating osteoarthritis and stroke and provides an overview of safety considerations. The aim is to provide standardized guidance for hospitals and healthcare institutions nationwide to ensure the rational application of Ruyi Zhenbaowan in the treatment of osteoarthritis and stroke, reduce medication-related risks, and further leverage its clinical advantages. This consensus has been approved and issued by the China Association of Chinese Medicine, with the standard number GS/CACM 369-2024.
3.Study on the correlation between the distribution of traditional Chinese medicine syndrome elements and salivary microbiota in patients with pulmonary nodules
Hongxia XIANG ; iawei HE ; Shiyan TAN ; Liting YOU ; Xi FU ; Fengming YOU ; Wei SHI ; Qiong MA ; Yifeng REN
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2025;32(05):608-618
Objective To analyze the differences in distribution of traditional Chinese medicine (TCM) syndrome elements and salivary microbiota between the individuals with pulmonary nodules and those without, and to explore the potential correlation between the distribution of TCM syndrome elements and salivary microbiota in patients with pulmonary nodules. Methods We retrospectively recruited 173 patients with pulmonary nodules (PN) and 40 healthy controls (HC). The four diagnostic information was collected from all participants, and syndrome differentiation method was used to analyze the distribution of TCM syndrome elements in both groups. Saliva samples were obtained from the subjects for 16S rRNA high-throughput sequencing to obtain differential microbiota and to explore the correlation between TCM syndrome elements and salivary microbiota in the evolution of the pulmonary nodule disease. Results The study found that in the PN group, the primary TCM syndrome elements related to disease location were the lung and liver, and the primary TCM syndrome elements related to disease nature were yin deficiency and phlegm. In the HC group, the primary TCM syndrome elements related to disease location were the lung and spleen, and the primary TCM syndrome elements related to disease nature were dampness and qi deficiency. There were differences between the two groups in the distribution of TCM syndrome elements related to disease location (lung, liver, kidney, exterior, heart) and disease nature (yin deficiency, phlegm, qi stagnation, qi deficiency, dampness, blood deficiency, heat, blood stasis) (P<0.05). The species abundance of the salivary microbiota was higher in the PN group than that in the HC group (P<0.05), and there was significant difference in community composition between the two groups (P<0.05). Correlation analysis using multiple methods, including Mantel test network heatmap analysis and Spearman correlation analysis and so on, the results showed that in the PN group, Prevotella and Porphyromonas were positively correlated with disease location in the lung, and Porphyromonas and Granulicatella were positively correlated with disease nature in yin deficiency (P<0.05). Conclusion The study concludes that there are notable differences in the distribution of TCM syndrome elements and the species abundance and composition of salivary microbiota between the patients with pulmonary nodules and the healthy individuals. The distinct external syndrome manifestations in patients with pulmonary nodules, compared to healthy individuals, may be a cascade event triggered by changes in the salivary microbiota. The dual correlation of Porphyromonas with both disease location and nature suggests that changes in its abundance may serve as an objective indicator for the improvement of symptoms in patients with yin deficiency-type pulmonary nodules.
4.Efficiency and safety of belimumab in the treatment of lupus nephritis in Chinese adults:a meta-analysis
Bojiang LI ; Hongxia PAN ; Yixing FU ; Meirong FANG ; Xiang HU ; Jianhua DONG ; Youwen XIAO
China Pharmacy 2024;35(7):853-859
OBJECTIVE To systematically evaluate the real-world effectiveness and safety of belimumab in the treatment of lupus nephritis (LN) in Chinese adult patients. METHODS Retrieved from PubMed, Embase, Web of Science, Cochrane Library, Wanfang data, CNKI, VIP and CBM, real-world studies on belimumab in the treatment of LN in Chinese adult patients were collected from the inception to July 7th, 2023. Two reviewers independently screened the literature, extracted data, and assessed the quality of the included studies. Meta-analysis was then performed using RevMan 5.3 software. RESULTS A total of 10 real- world studies were included, involving 253 Chinese adult patients with LN. The results of the meta-analysis demonstrated that the complete renal response rate, partial renal response rate, and the incidence of adverse reaction rate in Chinese adult patients with LN treated with belimumab were 61% (95%CI was 46%-76%, P<0.000 01), 23%(95%CI was 2%-44%, P=0.03), and 30% (95%CI was 16%-43%, P<0.000 01), respectively. Belimumab could reduce the 24-hour urinary protein (MD=-1.71, 95%CI was -3.02--0.40, P=0.01), urine protein-creatinine ratio (MD=-1.76,95%CI was -2.06--1.46,P<0.000 01), the systemic lupus erythematosus disease activity index (MD=-8.63, 95%CI was -12.12--5.13, P<0.000 01), and glucocorticoids dosage (MD=-18.65, 95%CI was -31.82--5.48, P=0.006). In addition, it could elevate the levels of complement C3 (MD=0.19, 95%CI was 0.08-0.30, P=0.000 6) and complement C4 (MD=0.06, 95%CI was 0.02-0.09, P=0.001). However, belimumab could not improve the levels of serum creatinine and estimated glomerular filtration rate (P>0.05). CONCLUSIONS Belimumab has good efficacy and safety in Chinese adult patients with LN.
5.Prognostic value of serum miRNA-21-5p and miRNA-5189-5p expression levels in elderly patients with prostate cancer after radical prostatectomy
Hongxia FU ; Zhiyan ZHOU ; Shengxing WANG ; Yinan HAN
International Journal of Laboratory Medicine 2024;45(17):2113-2116
Objective To analyze the prognostic value of serum microRNA(miRNA)-21-5p and miRNA-5189-5p expression levels in elderly patients with prostate cancer after laparoscopic radical prostatectomy(LRP).Methods A total of 213 elderly prostate cancer patients treated with LRP from January 2014 to Sep-tember 2018 in the First Affiliated Hospital of Hainan Medical College were retrospectively selected as the study objects.According to the 5-year follow-up outcome,the patients were divided into good prognosis group(87 cases)and poor prognosis group(126 cases).The preoperative clinical baseline data and the expression levels of serum miRNA-21-5p and miRNA-5189-5p were collected.Logistic regression analysis was used to screen the factors affecting the prognosis of patients.The prognostic prediction model was constructed with independent risk factors,and the predictive value was analyzed by drawing receiver operating characteristic(ROC)curve.Results Multivariate Logistic regression analysis showed that serum prostate specific antigen(PSA)level,positive incisal margin,and expression levels of miRNA-21-5p and miRNA-5189-5p were inde-pendent risk factors for the prognosis of elderly prostate cancer patients receiving LRP(P<0.05).The com-bined prediction model was established based on independent risk factors,and the area under the curve of each factor alone predicting prognosis of elderly prostate cancer patients receiving LRP was less than that of four combined prediction(P<0.05).Conclusion The expression levels of serum miRNA-21-5p and miRNA-5189-5p are of high value in predicting the prognosis of elderly prostate cancer patients after LRP.
6.Establishment of SYBR Green Ⅰ-based quantitative PCR targeting pseudorabies virus UL35 gene
Xinyu ZHANG ; Hongxia WU ; Yongfeng LI ; Yuan SUN ; Qiang FU ; HuaJi QIU
Chinese Journal of Veterinary Science 2024;44(11):2334-2340
Quantitative analysis of UL35 and gB genes at different time points after PRV infection showed that there were significant differences between the two at 2.5,5.0 and 20.0 h after infec-tion,and the expression of UL35 gene could be observed in the early stage of PRV infection.To de-termine whether the UL 35 gene can be used as a target for the diagnosis of PRV infection,a spe-cific primer pair was designed and synthesized according to the conserved sequence of the UL35 gene of different PRV strains,and used to amplify a fragment of 54 bp in length.After optimizing the reaction conditions and system,the standard curve for the established by SYBR Green Ⅰ real-time PCR detection method showed that it had good repeatability,specificity and a good linear rela-tionship to the template concentration.No amplifications for porcine reproductive and respiratory syndrome virus(PRRSV),classical swine fever virus(CSFV),and African swine fever virus(AS-FV)were detected.Compared with the existing similar methods,the established method showed no difference in sensitivity.The coefficient of variation of inter-and intra-group repeatability for the method was less than 2%.Detection of the samples in mice challenged with PRV revealed a certain amount of viral load in tissue.The results showed that UL35 gene can be used as a target for the diagnosis of PRV infection.
7.Association between a novel regulatory genetic variants and lung cancer risk in Chinese: a two-stage case-control study
Xiaoqi ZHU ; Niping SI ; Xiaoyu FU ; Jingwen CHENG ; Na QIN ; Yichen LIU ; Tian TIAN ; Hongxia MA ; Minjie CHU
Chinese Journal of Epidemiology 2021;42(11):2053-2059
Objective:Regulatory quantitative trait loci (regQTL) theory can help to evaluate the regulation function of single nucleotide polymorphisms (SNPs) on crucial biological signals from a three-dimensional perspective. The aim of this study was to investigate the effect of these regQTL-SNPs on the susceptibility of lung cancer.Methods:Based on the regQTL theory, using the database of identified lung cancer regQTL-SNPs, we screened the SNPs that may function as regQTL in the reported susceptible regions of lung cancer by genome-wide association study(GWAS), and a two-stage case-control study was conducted (screening stage: 2 331 lung cancer cases and 3 077 healthy controls; validation stage: 626 lung cancer cases and 667 healthy controls) to definite the association of related regQTL-SNPs with the susceptibility of lung cancer.Results:A total of 8 regQTL-SNPs were screened in the reported susceptible regions of lung cancer by GWAS. Among which, 3 SNPs were significantly associated with the risk of lung cancer ( P<0.05) in the screening stage. Further validation results indicated that the variant T allele of rs6998591 in ADRA1A was significantly associated with increased risk of lung cancer (additive model: OR=1.33, 95% CI:1.01-1.74, P=0.040). In addition, the variant G allele of rs11202916 in ACTA2 was significantly associated with decreased risk of lung cancer (recessive model: OR=0.71, 95% CI:0.52-0.96, P=0.026). Stratified analysis indicated that the variant T allele of rs6998591 significantly increased lung squamous cell carcinoma risk (additive model: OR=1.53, 95% CI: 1.01-2.32, P=0.043), while the variant G allele of rs11202916 significantly decreased lung adenocarcinoma risk (additive model: OR=0.83, 95% CI: 0.69-0.98, P=0.031). Gene-environment interaction analysis indicated that the risk of developing lung cancer increased by 235% in smoking individuals carrying rs6998591 variant T allele compared with those non-smoking individuals carrying no rs6998591 variant T allele( OR=3.35,95% CI:2.10-5.34, P<0.001). Conclusion:There are two regQTL-SNPs that could significantly affect the susceptibility of lung cancer in the GWAS reported susceptible regions of lung cancer.
8.Correlation between vascular wall characteristics and ischemic stroke and its mechanism in patients with atherosclerotic middle cerebral artery stenosis: a high-resolution MRI study
Guohui LIN ; Jianxun SONG ; Xu HUANG ; Nianxia FU ; Hongxia LU
International Journal of Cerebrovascular Diseases 2020;28(8):593-599
Objective:To investigate the correlation between vascular wall characteristics and ischemic stroke and its mechanism in patients with atherosclerotic middle cerebral artery (MCA) stenosis.Methods:Patients with atherosclerotic MCA stenosis received high-resolution vessel wall imaging (HR-VWI) in Shenzhen Bao'an District People's Hospital from November 2017 to November 2018 were enrolled retrospectively. The imaging characteristics, such as the lumen and vessel diameter and vessel wall area at the narrowest level of MCA plaque, plaque load, remodeling index, and plaque enhancement rate were measured. A multivariate logistic regression model was used to identify the independent risk factors for stroke in patients with atherosclerotic MCA stenosis. Results:A total of 53 patients with atherosclerotic MCA stenosis were enrolled, aged (53.5±9.7) years, 28 were male (52.8 %). There were 28 in the stroke group and 25 in the non-stroke group. Thirteen patients were artery-artery embolization, 15 were non-artery-artery embolization; 39 were mild stenosis, and 14 were moderate to severe stenosis. Compared with the non-stroke group, the moderate to severe stenosis was more common in the stroke group ( P=0.010), the plaque load was greater ( P=0.006), and the remodeling index was lower ( P=0.010). Multivariate logistic regression analysis showed that the remodeling index was an independent risk factor for stroke in patients with atherosclerotic MCA stenosis (odds ratio 0.002, 95% confidence interval 0.000-0.952; P=0.048). Compared with the non-artery-artery embolization group, the mean thickness of MCA was larger in the artery-artery embolization group ( P=0.037). Compared with the mild stenosis group, the plaque load was greater ( P=0.001), the plaque enhancement rate was higher ( P=0.004), and remodeling index was lower ( P<0.001) in the moderate to severe MCA stenosis group. Conclusions:In the atherosclerotic MCA stroke group, patients with moderate to severe stenosis are more common, with greater plaque load and lower remodeling index. Remodeling index is an independent risk factor for ischemic stroke. Patients with moderate to severe MCA stenosis have a higher plaque enhancement rate and a lower remodeling index, suggesting that the vessel wall inflammatory response is more significant and had decompensation. HR-VWI is expected to be used to assess the pathogenesis of ischemic stroke events.
9.Effect of comprehensive geriatric assessment on the prevention of falls in hospitalized elderly patients with mental disorders
Hongxia WU ; Shaojian FU ; Weixian LING
Chinese Journal of Geriatrics 2019;38(6):624-626
Objective To explore the effect of comprehensive geriatric assessment on the prevention of falls in hospitalized older patients with mental disorders.Methods A total of 150 elderly patients with mental disorders admitted into our hospital from June 2017 to May 2018 were randomly divided into the conventional group (n =75)and the comprehensive geriatric assessment group(n=75).The conventional group received routine nursing interventions based on risk evaluation via the Morse scale,and the comprehensive assessment group adopted targeted nursing interventions based on comprehensive assessment outcomes.The detection rate of risk for falls,the incidence of falls,the compliance with prevention measures and the satisfaction level of nursing services were compared between the groups.Results The detection rate of risk for falls was higher (80.0% vs.45.3%,x2 =19.263,P=0.000),the incidence of falls was lower(1.3% vs.9.3%,x2 =4.754,P =0.029),and the compliance with prevention measures(93.3% vs.82.7%,x2 =4.040,P =0.044) and the satisfaction level of nursing services(96.0 % vs.86.7%,x2=4.127,P =0.042)were higher in the comprehensive assessment group than in the routine group.Conclusions Comprehensive geriatric assessment has a forewarning effect on falls in hospitalized older patients with mental disorders.Targeted nursing interventions can help reduce the incidence of falls and improve the satisfaction level of nursing care.
10.Epidemiological characteristics of product-related injuries among children in Changshan County
Ming ZHAO ; Jieming ZHONG ; Jiafu DUAN ; Zhengfu WU ; Lihua GUO ; Hongxia ZENG ; Meihua FU ; Wenfeng LIU ; Sheng LIU ; Min YU
Journal of Preventive Medicine 2019;31(8):765-770
Objective:
To understand the epidemiological characteristics of product-related injuries among children in Changshan County from 2011 to 2017 and to provide evidence for targeted intervention.
Methods:
The surveillance data of product-related injuries among children aged below 18 years from 2011 to 2017 was collected from three sentinel hospitals in Changshan County. The characteristics of product-related injuries among children were analyzed,especially those injuries caused by furniture,stationery and sporting goods,commodities and toys.
Results:
A total of 5 111 product-related injury cases among children were reported,accounting for 13.49% of product-related injury cases of all age. There were 3 138 boys and 1 973 girls,accounting for 61.40% and 38.60%. There were 2 973 cases less than 10 years old,accounting for 58.17%. The main causes of product-related injuries were road traffic injury(49.46%),blunt(16.02%),stab/cut(12.39%)and fall(10.37%). The main categories of products included transportation equipments(not including motor vehicles,36.83%),motor vehicles(17.82%),furniture(12.23%),stationery and sporting goods(8.45%),commodities(4.89%)and toys(3.25%). Stab/cut(53.01%)was the main cause of commodities related injuries;blunt was the main cause of furniture,stationery and sporting goods and toys. The stationery and sporting goods related injuries occurred mainly in schools/public places(64.57%)and sports venues(18.48%)when engaging in sports(54.13%);furniture,commodities and toys related injuries injured cases occurred at home when engaging in leisure activities. Commodities mainly resulted in sharp/bite/open wound(51.50%);furniture,stationery and sporting goods and toys mainly resulted in bruises. Most cases were injured in head,slight and allowed home after treated.
Conclusion
The product-related injuries among children in Changshan County are more boys. The products mainly involve transportation equipments(not including motor vehicles),motor vehicles,furniture,stationery and sporting goods,commodities and toys,with emphasis on the latter four categories in the prevention of product-related child injury.


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