1.Knowledge map and visualization analysis of pulmonary nodule/early-stage lung cancer prediction models
Yifeng REN ; Qiong MA ; Hua JIANG ; Xi FU ; Xueke LI ; Wei SHI ; Fengming YOU
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2025;32(01):100-107
Objective To reveal the scientific output and trends in pulmonary nodules/early-stage lung cancer prediction models. Methods Publications on predictive models of pulmonary nodules/early lung cancer between January 1, 2002 and June 3, 2023 were retrieved and extracted from CNKI, Wanfang, VIP and Web of Science database. CiteSpace 6.1.R3 and VOSviewer 1.6.18 were used to analyze the hotspots and theme trends. Results A marked increase in the number of publications related to pulmonary nodules/early-stage lung cancer prediction models was observed. A total of 12581 authors from 2711 institutions in 64 countries/regions published 2139 documents in 566 academic journals in English. A total of 282 articles from 1256 authors were published in 176 journals in Chinese. The Chinese and English journals which published the most pulmonary nodules/early-stage lung cancer prediction model-related papers were Journal of Clinical Radiology and Frontiers in Oncology, respectively. Chest was the most frequently cited journal. China and the United States were the leading countries in the field of pulmonary nodules/early-stage lung cancer prediction models. The institutions represented by Fudan University had significant academic influence in the field. Analysis of keywords revealed that multi-omics, nomogram, machine learning and artificial intelligence were the current focus of research. Conclusion Over the last two decades, research on risk-prediction models for pulmonary nodules/early-stage lung cancer has attracted increasing attention. Prognosis, machine learning, artificial intelligence, nomogram, and multi-omics technologies are both current hotspots and future trends in this field. In the future, in-depth explorations using different omics should increase the sensitivity and accuracy of pulmonary nodules/early-stage lung cancer prediction models. More high-quality future studies should be conducted to validate the efficacy and safety of pulmonary nodules/early-stage lung cancer prediction models further and reduce the global burden of lung cancer.
2.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.
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.Different diagnostic methods for necrospermia and correlation between the severity of sperm necrosis and sperm DNA fragmentation index
Lang FAN ; Guo-Qiong ZHANG ; Yu-Qiu TAN ; Wen-Xing ZHU ; Xi-Yan WU
National Journal of Andrology 2024;30(10):872-877
Objective:To assess the value eosin-nigrosine(E-N)staining and hypo-osmotic swelling test(HOST)in the diag-nosis of necrospermia and investigate the correlation of the degree of sperm necrosis with sperm DNA fragmentation index(DFI)and high DNA stainability(HDS).Methods:Using computer-assisted sperm analysis(CASA),we examined the sperm motility of 7 333 males seeking medical care in Maternal and Child Health Hospital of Hunan Province from May 2023 to July 2024,detected the sperm viability of those with asthenozoospermia by E-N staining and HOST,and measured the sperm DFI and HDS of those with necro-spermia by sperm chromatin structure assay(SCSA).Based on sperm progressive motility(PR%),we divided the asthenozoospermia patients into three groups(PR%20%-<30%,PR%10%-<20%and PR%<10%),assessed the value of E-N staining and HOST in the diagnosis of necrospermia,and analyzed the correlation of the severity of sperm necrosis with sperm DFI and HDS.Results:Asthenozoospermia was diagnosed in 1 374(18.74%)of the 7 333 males.The incidence rates of necrospermia revealed by E-N staining in the mild,moderate and severe asthenozoospermia groups were 0.55%(5/913),3.80%(12/316)and 35.86%(52/145),respectively,with a total incidence of 0.94%(69/7333),while those detected by HOST were 0.99%(9/913),6.96%(22/316)and 46.21%(67/145),respectively,with a total incidence of 1.34%(98/7333).There were no statistically significant differences in the results of diagnosis between the two methods(x2=0.97,P>0.05).Both E-N staining and HOST showed that sperm DFI in the necrospermia males was negatively correlated with sperm viability(r=-0.366,r=-0.333,P<0.05),and so was sperm HDS,though with no statistically significant difference(P>0.05).Conclusion:For males with PR%<30%,sperm viability test should be conducted,with E-N staining as the choice of priority for the diagnosis of necrospermia.Sperm necrosis and sperm nuclear chromatin damage may be interactive risk factors.
5.The occurrence and influencing factors of vascular calcification in non-dialysis chronic kidney disease patients of stage 3-5
Miaorong XUE ; Wenjiao ZHU ; Zhiman LAI ; Shaozhen FENG ; Yan WANG ; Jianbo LI ; Jianwen YU ; Xi XIA ; Qiong WEN ; Xin WANG ; Xiao YANG ; Haiping MAO ; Xionghui CHEN ; Zhijian LI ; Fengxian HUANG ; Wei CHEN ; Shurong LI ; Qunying GUO
Chinese Journal of Nephrology 2024;40(6):431-441
Objective:To explore the prevalence and independent associated factors of vascular calcification (VC) in non-dialysis chronic kidney disease (CKD) patients of stage 3-5.Methods:It was a single-center cross-sectional observational study. Non-dialysis stage 3-5 CKD patients ≥18 years old who were admitted to the Department of Nephrology, the First Affiliated Hospital of Sun Yat-sen University from May 1, 2022 to December 31, 2022 with VC evaluation were enrolled. The patients' general information, laboratory examination and imaging data were collected. Coronary artery calcification (CAC), thoracic aorta calcification (TAC), abdominal aorta calcification (AAC), carotid artery calcification and aortic valve calcification (AVC) were evaluated by cardiac-gated electron-beam CT (EBCT) scans, lateral lumbar x-ray, cervical macrovascular ultrasound and echocardiography, respectively. The differences in clinical data and the prevalence of VC at different sites of patients with different CKD stages were compared, and the prevalence of VC at different sites of patients in different age groups [youth group (18-44 years old), middle-aged group (45-64 years old) and elderly group (≥65 years old)] and patients with or without diabetes were compared. Multivariate logistic regression analysis was used to analyse the independent associated factors of VC for different areas.Results:A total of 206 patients aged (51±14) years were included, including 129 (62.6%) males. There were 44 patients with CKD stage 3 (21.4%), 51 patients with CKD stage 4 (24.8%), and 111 patients with CKD stage 5 (53.9%). CKD was caused by chronic glomerulonephritis [104 cases (50.5%)], diabetic kidney damage [35 cases (17.0%)], hypertensive kidney damage [29 cases (14.1%)] and others [38 cases (18.4%)]. Among 206 patients, 131 (63.6%) exhibited cardiovascular calcification, and the prevalence of CAC, TAC, AAC, carotid artery calcification, and AVC was 37.9%, 43.7%, 37.9%, 35.9% and 9.7%, respectively. The overall prevalence of VC in young, middle-aged and elderly patients was 24.6%, 73.6% and 97.4%, respectively. With the increase of age, the prevalence of VC in each site gradually increased, and the increasing trend was statistically significant (all P<0.001). The overall prevalence of VC in CKD patients with diabetes was 92.5% (62/67), and the prevalence of VC at each site in the patients with diabetes was significantly higher than that in the patients without diabetes (all P<0.001). Multivariate logistic regression analysis revealed that age (every 10 years increase, OR=2.51, 95% CI 1.77-3.56, P<0.001), hypertension ( OR=5.88, 95% CI 1.57-22.10, P=0.009), and diabetes ( OR=4.66, 95% CI 2.10-10.35, P<0.001) were independently correlated with CAC; Age (every 10 years increase, OR=6.43, 95% CI 3.64-11.36, P<0.001) and hypertension ( OR=6.09, 95% CI 1.33-27.84, P=0.020) were independently correlated with TAC; Female ( OR=0.23, 95% CI 0.07-0.72, P=0.011), age (every 10 years increase, OR=3.90, 95% CI 2.42-6.29, P<0.001), diabetes ( OR=5.37, 95% CI 2.19-13.19, P<0.001) and serum magnesium ( OR=0.01,95% CI 0-0.35, P=0.014) were independently correlated with AAC. Moreover, age and diabetes were independently correlated with carotid artery calcification, AVC and overall VC Conclusions:The prevalence of VC in non-dialysis CKD patients of stage 3-5 is 63.59%, of which CAC reaches 37.9%, TAC is the most common one (43.7%), while AVC is the least one (9.7%). Age and diabetes are the independent associated factors for VC of all sites except TAC, while hypertension is an independent associated factor for both CAC and TAC.
6.PCSK9:a new therapeutic target for cardiovascular calcification?
Xi GONG ; Qiong XIANG ; Yanyu CHEN ; Zhihan TANG ; Juan PENG
Chinese Journal of Arteriosclerosis 2024;32(9):798-804
Proprotein convertase subtilisin/kexin type 9(PCSK9)comprised of 692 amino acids is the ninth mem-ber of protease family.It binds to the low-density lipoprotein receptor(LDLR),leading to elevated levels of circulating low-density lipoprotein cholesterol(LDLC),which can lead to a number of cardiovascular diseases,and among then the re-lationship with cardiovascular calcification has recently received attention.Cardiovascular calcification is a kind of ectopic mineralisation in the cardiovascular system,which is mainly characterised by the production of mineral deposits in the vas-cular wall and vascular valves,and its pathogenesis is related to lipoprotein content,platelet activity,matrix vesicle(MV)release and inflammation,through which PCSK9 may be involved in the occurrence of cardiovascular calcification.Therefore,this article reviews the relationship between PCSK9 and cardiovascular calcification,emphasizing the specific role of PCSK9 in affecting cardiovascular calcification through various pathways,assisting in setting up emerging applica-tions of PCSK9 amid vessel biological science and recognize innovative molecular mechanisms for its treatment.
7.Perianal scrotal necrotizing fasciitis combined with pyomyositis caused by Candida spp.:a case report
Xue-Li XU ; Zuo-Wu XI ; Yan-Yan WANG ; Qiong-Ge ZHOU ; Ke-Xin DENG
Chinese Journal of Infection Control 2024;23(11):1445-1449
The patient,a 42-year-old male,with a history of hepatitis B and membranous nephropathy,had inter-mittent fever and chills 12 days before admission.In the first 2 days after admission,the patient's condition aggra-vated with redness,swelling and pain in the left scrotum and perineum.Immediate surgical debridement was per-formed.The patient had a persistent low fever,with blood and pus cultures showing Candida albicans positive,thus was diagnosed fungal necrotizing fasciitis and pyomyositis.The patient was treated with echinocandins mica-fungin(150 mg,qd)for antifungal infection,and was given encroaching dressing change,hyperbaric oxygen thera-py,nutritional support,etc.Two months after surgery,the patient's condition improved and he was discharged.The early clinical symptoms of necrotizing fasciitis and pyomyositis caused by Streptococcus spp.infection lack spe-cificity,thus are prone to be delayed.For patients with concomitant immune diseases,attention should be paid to the prevention and early treatment of complex infection.The appropriate selection of empirical antifungal agents at the early stage has clinical significance.
8.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.
9.A Comprehensive Study of the Association between LEPR Gene rs1137101 Variant and Risk of Digestive System Cancers
Qiong Wei HU ; Guang Wei ZHOU ; Wei Guang ZHOU ; Xi Jia LIAO ; Xing Jia SHI ; FengYang XIE ; Heng Shou LI ; Yong WANG ; Hong Xian FENG ; Li Xiu GU ; Feng Bi CHEN
Biomedical and Environmental Sciences 2024;37(5):445-456
Objective The leptin receptor,encoded by the LEPR gene,is involved in tumorigenesis.A potential functional variant of LEPR,rs1137101(Gln223Arg),has been extensively investigated for its contribution to the risk of digestive system(DS)cancers,but results remain conflicting rather than conclusive.Here,we performed a case-control study and subsequent meta-analysis to examine the association between rs1137101 and DS cancer risk. Methods A total of 1,727 patients with cancer(gastric/liver/colorectal:460/480/787)and 800 healthy controls were recruited.Genotyping of rs1137101 was conducted using a polymerase chain reaction-restriction fragment length polymorphism(PCR-RFLP)assay and confirmed using Sanger sequencing.Twenty-four eligible studies were included in the meta-analysis. Results After Bonferroni correction,the case-control study revealed that rs1137101 was significantly associated with the risk of liver cancer in the Hubei Chinese population.The meta-analysis suggested that rs1137101 is significantly associated with the risk of overall DS,gastric,and liver cancer in the Chinese population. Conclusion The LEPR rs1137101 variant may be a genetic biomarker for susceptibility to DS cancers(especially liver and gastric cancer)in the Chinese population.
10.Imaging characteristics of primary cardiac tumors in children
Ya-Li YUE ; Lian CHEN ; Quan-Li SHEN ; Xi-Hong HU ; Qiong YAO
Fudan University Journal of Medical Sciences 2024;51(4):536-542
Objective To explore the imaging features of primary cardiac tumors detected by echocardiography,CT and MR in children,and to analyze the value of each examination and the clinical examination strategies.Methods The clinical,pathological and imaging data of the children with primary cardiac tumors confirmed by surgery and pathology from Jun 2008 to Feb 2022 in Children's Hospital,Fudan University were analyzed retrospectively.Tumor size,location,motion,signal characteristics on different sequences,and pericardial involvement were evaluated on MR images.Results A total of 23 children(16 males and 7 females)were included.The age of onset ranged from 1 month to 13 years old,average on(54.45±58.57)months.While the onset age of rhabdomyomas was only(7.23±6.30)months.The clinical manifestations mainly included 6 cases of cardiac murmur,3 cases of cardiac insufficiency,3 cases of epilepsy,2 cases of cerebral infarction,and 1 case of arrhythmia.Pathological results showed that there were 22 cases of benign tumors(9 cases of fibromas,8 cases of myxomas,4 cases of rhabdomyomas and 1 case of lipoma)and 1 case of malignant tumor(rhabdomyosarcoma).Echocardiography has a high diagnostic accuracy for myxoma.CT showed a case of malignant rhabdomyosarcoma with invasion of the pericardium and compression of the pulmonary artery and bronchus.MR showed that the fibroma had significantly late gadolinium enhancement.The signal of rhabdomyoma was equal on T1WI,and slightly increased on T2WI,perfusion and late gadolinium enhancement sequences.Myxoma had high signal on T2WI and late gadolinium enhancement.It had obvious motions in Cine sequence.The signal of lipoma on each sequence was consistent with that of fat tissue,and there was no high signal of perfusion and late gadolinium enhancement.Conclusion All types of primary cardiac tumors in children have imaging characteristics.MR has great advantages in diagnosing cardiac tumors.The clinical team needs to select the appropriate examination method according to the actual medical situation.

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