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.Micro-computed tomography-based model of lung adenoma in BALB/c mice
Qin JIAN ; Sirui XIANG ; Chuchu WANG ; Wu CHEN ; Xi FU ; Fengming YOU ; Chuan ZHENG ; Junzhi LIN
Acta Laboratorium Animalis Scientia Sinica 2024;32(4):485-492
Objective To establish an animal model of lung adenoma in BALB/c mice based on dynamic characterization by micro-computed tomography(CT).Methods Eighty female SPF-grade BALB/c mice were divided randomly into four groups:model low dose group(1 mg/g urethane,iP,once),model medium dose group(1 mg/g urethane,ip,once a week,followed by 2 weeks),model high dose group(1 mg/g urethane,ip,once a week,followed by 4 weeks),and blank group(equal volume of saline).Growth of lung nodules in the mice was monitored regularly using Micro-CT.Three-dimensional images of the lungs were drawn using the Analyze 12.0 system,and lung tissues were taken for histopathological examination(hematoxylin and eosin).Results Lung nodules with round high-density shadows were observed at week 11 in all model groups compared with the findings in the blank group.The rate of nodule formation increased with increasing modeling weeks,with rates of nodule formation in the model high,medium,and low dose groups of 93.8%,93.8%,and 87.5%,respectively,at week 21.Most mice had two to four,followed by one,and one to two nodules,respectively.The average maximum diameter of the lung nodules in the low dose group was significantly higher than the diameters in the medium-and high-dose groups(P<0.05),but there was no significant difference in lung nodule volume among the three groups.Regarding pathological type,hematoxylin and eosin staining revealed that the tumors in all the model groups were lung adenomas.Conclusions Lung adenomas were successfully induced in all urethane dose groups of mice and growth of the lung nodules could be characterized by micro-CT.The rate of nodule formation was highest in the medium dose group,which developed a moderate number of lung adenomas and provided a stable model,and was thus considered the most suitable model for the study of lung adenomas in mice.
5.Tongxie Yaofang Regulates Expression of NKG2DL to Enhance Anti-tumor Effect of NK Cells in Colon Cancer under Chronic Stress
Yan'e HU ; Yuqing HUANG ; Yi YANG ; Yifang JIANG ; Xi FU ; Fengming YOU
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(1):103-111
ObjectiveTo observe the effect of Tongxie Yaofang on the function of tumor-related natural killer (NK) cells under chronic stress and explore the possible molecular mechanism. MethodFifty SPF-grade BABL/C male mice were randomized into normal, model, and low-, medium-, and high-dose (6.825, 13.65, and 27.3 g·kg-1, respectively) Tongxie Yaofang groups, with 10 mice in each group. Other groups except the blank group were subjected to 7 days of chronic restraint stress, and then forced swimming and tail suspension tests were carried out to evaluate the modeling performance. After the successful modeling, rats in Tongxie Yaofang groups were administrated with low-, medium-, and high-doses of Tongxie Yaofang by gavage, while those in the other groups were administrated with normal saline by gavage. After 14 days, each group of mice was inoculated with subcutaneous colon cancer to establish the model of colon cancer under chronic stress. The pathological changes of the tumor tissue in each group of mice were observed using hematoxylin-eosin (HE) staining. The content of CD49b-positive cells in the peripheral blood and tumor tissue of mice was measured by flow cytometry. Enzyme-linked immunosorbent assay (ELISA) was employed to measure the content of molecules associated with NK cell activation in the peripheral blood. Western blot was employed to determine the protein levels of major histocompatibility complex class Ⅰ polypeptide-related sequences A and B (MICA+MICB) and UL-16-binding protein 1 (ULBP1) in the tumor tissue. ResultCompared with the normal group, the model group showed a decrease in 5-hydroxytryptamine (5-HT) content and an increase in corticosterone (CORT) content in the serum (P<0.05). Compared with the model group, Tongxie Yaofang increased the 5-HT content and decreased the CORT content (P<0.05, P<0.01). Compared with the normal group, the modeling increased the tumor volume and weight (P<0.05), while Tongxie Yaofang inhibited such increases with no statistical significance. The tumor cells in the model group presented neat arrangement, irregular shape, uneven size, obvious atypia, common nuclear division, and small necrotic area, and blood vessels were abundant surrounding the tumor cells. Compared with the model group, Tongxie Yaofang groups showed sparse arrangement of tumor cells, different degrees of patchy necrosis areas in the tumor, and karyorrhexis, dissolution, and nuclear debris in the necrotic part. Compared with the normal group, the model group showed reduced CD49b-positive cells in the peripheral blood and tumor tissue (P<0.01). Compared with the model group, Tongxie Yaofang increased CD49b-positive cells (medium dose P<0.01, high dose P<0.05, P<0.01). Compared with the normal group, the modeling lowered the serum levels of granzymes-B (Gzms-B), perforin (PF), interferon (IFN)-γ, and tumor necrosis factor (TNF)-α (P<0.05, P<0.01). Compared with the model group, low-dose Tongxie Yaofang elevated the serum levels of PF, Gzms-B, and TNF-α (P<0.05, P<0.01), and medium-dose Tongxie Yaofang elevated the serum levels of Gzms-B, PF, IFN-γ, and TNF-α (P<0.05, P<0.01). In addition, high-dose Tongxie Yaofang elevated the serum levels of PF, IFN-γ, and TNF-α (P<0.01). Compared with the normal group, the model group presented down-regulated protein level of ULBP1 (P<0.05). Compared with the model group, low-, medium-, and high-dose Tongxie Yaofang up-regulated the protein level of ULBP1 (P<0.05, P<0.01), and medium- and high-dose Tongxie Yaofang up-regulated the protein level of MICA+MICB (P<0.05, P<0.01). ConclusionTongxie Yaofang may promote NK cell activation by up-regulating the expression of MICA+MICB and ULBP1, thereby delaying the progression of colon cancer under chronic stress.
6.Construction of a Three-dimensional Syndrome Differentiation System for Pulmonary Nodules under the Perspective of Qi, Blood and Fluids
Longfei ZHANG ; Hengzhou LAI ; Xi FU ; Fang LI ; Xueke LI ; Chuan ZHENG ; Fengming YOU ; Yifeng REN
Journal of Traditional Chinese Medicine 2024;65(2):144-148
Based on the theory of qi, blood and fluids, and taking into account of the pathogenesis evolution process from constraint to phlegm, stasis and then mass in pulmonary nodules, an attempt has been made to construct a three-dimensional differentiation system for pulmonary nodules from the dimensions of time and space. The temporal progression of the early, middle, and late stages of pulmonary nodules reflects the pathological changes from constraint to phlegm and then stasis in the metabolism disorders of qi, blood and fluid. The spatial structures such as size, density, and morphology of pulmonary nodules reflect the pathological states of the duration, severity, and primary and secondary conditions of qi, blood and fluid metabolism disorders. Based on the temporal progression, the therapeutic principles have been proposed, which are dispelling pathogenic factors and promoting the use of beneficial factors to interrupt the growth momentum in the early stage, removing turbidity and dispersing phlegm to reduce the degree of nodules in the middle stage, and dispersing nodulation and eliminating abnormalities in the late stage. Based on the spatial structures, the suggested therapeutic methods are using wind herbs, employing multiple approaches to treat phlegm, and promoting blood circulation to resolve stasis, so as to provide theoretical reference for the systematic diagnosis and treatment of pulmonary nodules in traditional Chinese medicine.
7.Intervention Effect and Mechanism of Tongxie Yaofang-Containing Serum on Cell Cycle and Apoptosis of Colon Cancer HCT116 Cells
Yifang JIANG ; Yan'E HU ; Yi YANG ; Xi FU ; Jie ZHU ; Fengming YOU
World Science and Technology-Modernization of Traditional Chinese Medicine 2023;25(10):3221-3229
Objective To observe the effect of Tongxie Yaofang-containing serum on the cell cycle and apoptosis of colon cancer HCT116 cells,and to explore its possible biological mechanism.Methods Colon cancer HCT116 cells were divided into blank group and Tongxie Yaofang-containing serum group with different concentrations.Cell proliferation and activity detection-8(CCK8)was used to detect the effect of each group on the viability of HCT116 cells at 24,48 and 72 h;Flow cytometry was used to detect the apoptosis and cycle arrest of HCT116 cells induced by different concentrations of Tongxie Yaofang-containing serum;Western blot was used to detect the protein expression level of Cell Cycle Regulatory Protein P21(P21),Cyclin B1,cyclin-dependent protein kinases-1(CDK1),B-lymphoma-2(Bcl-2),Bcl-2-related X protein(Bax),phosphatidylinositol-3-kinase(PI3K),phosphorylated phosphatidylinositol-3-kinase(p-PI3K),protein kinase B(Akt)and phosphorylated protein kinase B(p-Akt)after different concentrations of Tongxie Yaofang-containing serum intervention.Results CCK8 showed that compared with the 10%blank group,10%Tongxie Yaofang-containing serum had a significant inhibitory effect on the viability of HCT116 cells only at 48 h(P<0.01);Compared with the 20%blank group,20%Tongxie Yaofang-containing serum could inhibit the viability of HCT116 cells at 48 and 72 h(P<0.01,P<0.05),and the increase of blank serum will not inhibit the viability of HCT116 cell,so 10%blank serum and 48 h were selected as the drug control and intervention time in the subsequent experiment.Flow Cytometry showed that,compared with the blank group,10%and 20%Tongxie Yaofang-containing serum could arrest HCT116 cell cycle in G2/M phase after 48 h of intervention(P<0.01),and induce HCT116 cell apoptosis.At the same time,Western blot showed that Tongxie Yaofang-containing serum could increase the expression of P21 and Bax to varying degrees,and reduces Cyclin B1,CDK1,Bcl-2,p-PI3K,p-Akt expression(P<0.05,P<0.01).Conclusion Tongxie Yaofang can inhibit the proliferation and induce apoptosis of colon cancer HCT116 cells,and its mechanism may be related to the inhibition of PI3K/Akt signaling pathway.
8.Construction of Diagnosis and Treatment System of Traditional Chinese Medicine for Pulmonary Nodules Based on the Whole-Course Management of Disease
Peiwen ZHU ; Fang LI ; Chong XIAO ; Yifeng REN ; Xi FU ; Fengming YOU
Journal of Traditional Chinese Medicine 2023;64(23):2397-2400
Pulmonary nodule is a key window for moving ahead the diagnosis and treatment of lung cancer. Traditional Chinese medicine (TCM) can delay the transformation of lung nodules into lung cancer, improve the prognosis of patients, effectively fill the treatment gap during the follow-up period of pulmonary nodules, and has been applied it in the whole cycle and multi-dimensional management of pulmonary nodules. This paper discussed the construction ideas and feasible paths of the whole process management diagnosis and treatment system of pulmonary nodules in TCM, proposed the diagnosis and treatment database of TCM for pulmonary nodules based on the social module of “family-community-hospital”. Through artificial intelligence, we can develop, improve and promote the multi-level and multi-modal “disease-symptom combination” risk prediction model and effectiveness evaluation system of pulmonary nodules. At the same time, the biological connotation of the prevention and treatment of pulmonary nodules by TCM is excavated, which provided empirical evidence for the construction of TCM diagnosis and treatment system, in order to further improve the quality and diagnosis and treatment level of the whole course management of pulmonary nodules.
9.Clinical and pathological analysis of six cases of Meyerson nevi
Fengming CHEN ; Ling LIU ; Meng FU ; Lei WANG ; Tianwen GAO
Chinese Journal of Dermatology 2022;55(1):47-50
Objective:To investigate clinical and histopathological features of Meyerson nevus.Methods:Clinical and histopathological data were collected from 6 patients with confirmed Meyerson nevi in Department of Dermatology, the Fourth Military Medical University from January 2015 to January 2019, and retrospectively analyzed.Results:Among the 6 patients, 3 were males and 3 were females, with a median age of 10.5 years (range, 7 months to 28 years). Skin lesions were located on the extremities of 3 cases, as well as on the trunk of 3 cases. Meyerson nevi arose from congenital pigmented nevi in 4 cases, as well as from acquired pigmented nevi in 2 cases. The duration of pigmented nevi varied from 7 months to 18 years. Four patients felt itching in the past 2 months, and 2 had no concomitant symptoms such as itching. Central pigmented nevi manifested as papules in 5 cases and a plaque in 1 case, which were brown or black in color, with regular shapes, uniform pigmentation and clear borders. Pigmented nevi were surrounded by a halo of erythema in 6 cases, and skin lesions were covered with scales or crusts in 4 cases. Histopathological examination of Meyerson nevi revealed characteristics of both pigmented nevus and eczema. Histopathologically, pigmented nevi manifested as junctional nevi or compound nevi, and eczema manifested as serous exudation, irregular epidermal hyperplasia, spongiosis and perivascular infiltration of lymphocytes in the superficial dermis.Conclusions:Meyerson nevus is rare, and mostly occurs on the trunk and extremities. When itching occurs or erythema appears around the pigmented nevus, the diagnosis of Meyerson nevus should be considered.
10.Current status of the research on low-level viremia in chronic hepatitis B patients receiving nucleos(t)ide analogues
Fengming LU ; Bo FENG ; Sujun ZHENG ; Suzhen JIANG ; Ruifeng YANG ; Junliang JI FU ; Shuangsuo DANG ; Xiaobo LU ; Hongsong CHEN ; Xinyue CHEN ; Hong REN ; Zhiliang GAO ; Yuemin NAN
Journal of Clinical Hepatology 2021;37(6):1268-1274
Nucleos(t)ide analogues (NAs), which are widely used as the first-line anti-hepatitis B virus (HBV) drugs in clinical practice, can effectively inhibit the replication of HBV DNA, significantly slow down disease progression in chronic hepatitis B (CHB) patients, and reduce the development of end-stage liver diseases such as liver failure and liver cancer. However, for some CHB patients receiving first-line NAs for 48 weeks or longer, serum HBV DNA is still persistently or intermittently higher than the lower detection of limit of sensitive nucleic acid detection reagents. After discussion by the authors, low-level viremia (LLV) is defined as follows: persistent LLV refers to the condition in which CHB patients, who receive entecavir, tenofovir disoproxil fumarate, or tenofovir alafenamide fumarate for ≥48 weeks, test positive for HBV DNA by two consecutive detections with sensitive quantitative PCR, with an interval of 3-6 months, but have an HBV DNA level of <2000 IU/ml; intermittent LLV refers to the condition in which patients test positive for HBV DNA intermittently by at least three consecutive detections with sensitive quantitative PCR, with an interval of 3-6 months, but have an HBV DNA level of <2000 IU/ml. For the diagnosis of LLV, the issues of poor compliance and drug-resistant mutations should be excluded. LLV might be associated with the increased risk of progression to liver fibrosis or hepatocellular carcinoma in patients with liver cirrhosis under NA treatment, but there are still controversies over whether the original treatment regimen with NAs should be changed after the onset of LLV. This article summarizes the incidence rate of LLV under NA treatment and the influence of LLV on prognosis and analyzes the possible mechanisms of the osnet of LLV, so as to provide a reference for the management of LLV in patients treated with NAs.

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