1.Construction and Verification of An Integrated Traditional Chinese and Western Medicine Model for Predicting Malignant Risk of Pulmonary Nodules
Qian YANG ; Jingmin XIAO ; Yuanbing CHEN ; Lei WU
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(2):129-139
ObjectiveThis study explored the risk factors for malignant risks of pulmonary nodules based on clinical data,constructed an integrated traditional Chinese and Western medicine model for predicting malignant risks of pulmonary nodules, and visualized the prediction results by using a nomogram. MethodsBased on a cross-sectional survey study design,patients with pulmonary nodules who were hospitalized in the Department of Respiratory and Cardiothoracic Surgery of Guangdong Provincial Hospital of Traditional Chinese Medicine from April 2023 to January 2024 were included. The dataset was randomly divided into a training set and a validation set according to 7∶3. In the training set,predictive factors were selected through univariate Logistic regression analysis and Least Absolute Shrinkage and Selection Operator (LASSO) regression analysis,and Logistic regression models were built. The discriminative ability,calibration,and clinical decision-making curves of the Western medicine model and the integrated traditional Chinese and Western medicine prediction model were compared to select the optimal model,which was then visualized in a nomogram. ResultsThis study included a total of 366 patients,and they were divided into a training set (258 cases) and a validation set (108 cases). Seven predictive factors were considered including age,preference for fatty and greasy foods,history of environmental or occupational exposure,Qi deficiency,Yang deficiency,nodule density,and nodule diameter. A Logistic regression model was constructed. A Western medicine model,defined as model1,was created using only age,history of environmental or occupational exposure,nodule density,and nodule diameter as predictive factors. In addition,an integrated traditional Chinese and Western medicine model,defined as model2,was created by adding preference for fatty and greasy foods, Qi deficiency,and Yang deficiency as predictive factors. Model2 demonstrated better predictive performance in both the training and validation sets. Its accuracy in training set was 0.740,with precision of 0.825, recall of 0.829, F1 score of 0.827, the area under the curve (AUC)of 0.865 (95% confidence interval (CI):0.815-0.915), and a Brier score of 0.122. The accuracy in validation set was 0.731, with precision of 0.776, recall of 0.831, F1 score of 0.803, AUC of 0.852 (95%CI:0.776-0.927), and a Brier score of 0.149. The calibration curve and decision-making curve analysis showed that this model exhibited good consistency and clinical utility in prediction. The equation for the malignant probability of pulmonary nodules was defined as p=
2.Mechanisms of SnRK1 in regulating the stress responses, growth, and development of plants.
Jingmin REN ; Guoqiang WU ; Xinmiao ZHANG ; Ming WEI
Chinese Journal of Biotechnology 2025;41(7):2579-2595
Sucrose non-fermenting 1-related protein kinase 1 (SnRK1) is one of the highly conserved Ca2+ non-dependent serine/threonine protein kinases, playing a crucial role in regulating the stress responses, growth, and development of plants. SnRK1 is a three-subunit complex, and it is involved in responding to the signaling transduction induced by low-energy/low-sugar conditions. SnRK1 responds biotic and abiotic stress conditions (such as salt, drought, low/high temperatures, and diseases) through phosphorylation of key metabolic enzymes and regulatory proteins, regulation of transcription, and interactions with other proteins. Furthermore, SnRK1 is not only involved in hormone signaling pathways mediated by abscisic acid (ABA), jasmonic acid (JA) and salicylic acid (SA), but also regulates plant autophagy by inhibiting the activity of target of rapamycin (TOR). In this review, we summarized the current results of research on the discovery, structure, and classification of plant SnRK1 and its roles in the stress responses, growth, and development of plants. Furthermore, this article proposes the directions of future research. This review provides good genetic resources and a theoretical basis for the genetic improvement and biological breeding for enhancing the stress tolerance of crops.
Stress, Physiological/physiology*
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Protein Serine-Threonine Kinases/metabolism*
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Plant Development/genetics*
;
Signal Transduction
;
Gene Expression Regulation, Plant
;
Plant Proteins/physiology*
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Plants/metabolism*
;
Arabidopsis Proteins/physiology*
;
Plant Growth Regulators/metabolism*
3.Natural course of ulcerative proctitis: a single-center retrospective study
Jiaming ZHOU ; Jian WAN ; Zhuo WANG ; Hao ZHANG ; Jingmin YU ; Kaichun WU
Chinese Journal of Inflammatory Bowel Diseases 2025;09(3):193-198
Objective:To explore the natural course of ulcerative proctitis (UP) and the risk factors associated with disease extent progression.Methods:A retrospective cohort study was conducted, including UP patients who had undergoing prospective regisration in the Department of Gastroenterology, Xijing Hospital of Digestive Diseases, Air Force Medical University between January 2000 and May 2023. All patients were ≥ 18 years old at the time of diagnosis and followed up for more than one year. The disease extent in patients at diagnosis and during follow-up was assessed according to the Montreal classification. The clinical data were compared between the progression group and the non-progression group. The cumulative proportions of disease extent progression were analyzed with the Kaplan-Meier method, and the risk factors associated with disease extent progression were analyzed with the Cox proportional hazards regression model.Results:A total of 184 UP patients were included, with a median follow-up time of 4.8 (2.8, 8.5) years. Among them, 96 were male (52.2%) and 88 were female (47.8%), with a median age at diagnosis of 39.1 (28.8, 49.7) years. At the time of diagnosis, 95 (51.6%) patients had moderate endoscopic manifestations and 64 (34.8%) had severe endoscopic manifestations, while only 25 (13.6%) patients had mild lesions. 116 patients (63.0%) experienced disease extent progression in a median time of 4.2 (1.8, 9.0) years. The cumulative proportions of disease extent progression in 1, 3, 5, and 10 years were 13.0%, 39.0%、56.7% and 78.3%, respectively. Cox regression analysis identified the use of 5-aminosalicylic acid as a protective factor against disease extent progression ( HR = 0.55, 95% CI: 0.31 ~ 0.96, P = 0.035). During follow-up, only one patient (0.5%) underwent surgery. Five patients (2.7%) were diagnosed with dysplasia, and all of these patients had experienced disease extent progression before the development of dysplasia. Conclusions:Patients with UP had a high proportion of moderate-to-severe active endoscopic findings at diagnosis, and nearly two-thirds of patients experienced disease progression during follow-up, but the rates of colectomy and neoplasia were relatively low. 5-ASA was a protective factor against disease extent progression.
4.Comparison of lung shunt fraction and intrahepatic distribution obtained from postoperative 90Y-selective internal radiation therapy and preoperative 99Tc m-MAA images
Hongji YOU ; Min XIONG ; Ao LI ; Zhaozhong WU ; Jingmin FENG ; Licong LIANG ; Liteng LIN ; Kangshun ZHU ; Shengnan JIANG
Chinese Journal of Nuclear Medicine and Molecular Imaging 2025;45(6):330-334
Objective:To compare the lung shunt fraction (LSF) of 90Y imaging after 90Y-selective internal radiation therapy (SIRT) and preoperative 99Tc m-macroaggregated albumin (MAA) imaging in patients with liver malignant tumors, and compare the volume and visual score of intrahepatic distribution of both nucleins on SPECT/CT images. Methods:A total of 91 patients with liver malignant tumors (78 males, 13 females; age (56.7±13.7)years; 99 cases) who underwent 90Y-SIRT in the Second Affiliated Hospital of Guangzhou Medical University from November 2022 to June 2024 were retrospectively collected. All patients underwent preoperative 99Tc m-MAA simulation and postoperative 90Y distribution verification by whole-body planar scintigraphy and hepatic SPECT/CT imaging. ROIs of the liver and lungs under the anterior-posterior position were delineated on the planar scintigraphy and LSF of 99Tc m-MAA and 90Y were calculated. The volume of interest (VOI) was drawn on the SPECT/CT images to calculate the nuclide distribution volume of both 99Tc m-MAA and 90Y within the liver. Wilcoxon signed rank test was used to compare the difference between two groups. In addition, the liver was divided into five lobes, namely left lateral lobe, left medial lobe, caudate lobe, right anterior lobe and right posterior lobe. Visual assessment of 90Y and 99Tc m-MAA radioactive distribution was performed ( 90Y and 99Tc m-MAA uptakes were graded on a scale of 0-3, where 0 indicated no nuclide accumulation and 3 indicated heavy accumulation). Kappa consistency test was used to analyze the scores of the corresponding lobes between two groups. Results:LSF for 99Tc m-MAA was 11.60%(4.27%, 15.03%), and LSF for 90Y was 11.80%(9.70%, 13.30%), without significant difference ( Z=-1.50, P=0.134). The distribution volume of 99Tc m-MAA within the liver was 542.63(204.00, 818.00)ml, which was significantly different from that of 90Y (688.69(287.00, 954.00)ml; Z=-7.37, P<0.001). Kappa values of the score of each lobe between 99Tc m-MAA imaging and 90Y imaging were 0.469-0.740 (all P<0.001). Conclusions:99Tc m-MAA simulation is reliable for assessing LSF for 90Y-SIRT. The distribution volume of 99Tc m-MAA is generally smaller than that of 90Y, but the consistency of the visual score of radioactive distribution is high. Overall, 99Tc m-MAA may well simulate the distribution pattern of 90Y-SIRT.
5.Three-Dimensional Foot Type Classification and Feature Extraction for Young Males Based on Multi-Fusion Algorithms
Xiaotian BAI ; Jingmin LIU ; Hongfeng HUO ; Pengfei WANG ; Mengyi WU ; Chong WANG ; Zeyu XING
Journal of Medical Biomechanics 2025;40(3):638-645
Objective To classify the foot types of young Chinese males,extract characteristic indicators of foot types,and construct a standard foot type database.Methods Foot type data from 1 483 healthy young male individuals were collected.Spectral clustering algorithm was utilized to categorize foot types,and a deep neural network(DNN)was employed for training the classification model.Layer-wise relevance propagation(LRP)and the correlation coefficient method were combined to extract foot type features,and the differences in various foot type characteristics were compared.Results Spectral clustering yielded 4 distinct foot type categories.Foot type 1 was characterized by a high-arched foot with a prominent big toe,inwardly rotated 5th toe,and a high heel with a wide foot;foot type 2 was characterized by a narrow foot with hallux valgus;foot type 3 was characterized by a low-arched foot with hallux valgus;foot type 4 was characterized by a high-arched foot with a prominent big toe.By integrating interpretable neural networks and the correlation coefficient method,nine indicators were extracted from 27 foot type indicators,including the heel to the sole length,hallux height,navicular bone height,lateral malleolus height,hallux valgus angle,5th toe angle,dorsal foot circumference,heel angle,and longitudinal arch angle.The classification model constructed with these extracted indicators achieved an overall discrimination accuracy rate of 93.67%.Conclusions Chinese young males can be classified into four typical foot types.By examining the rearfoot,midfoot,and forefoot regions,nine key foot morphology parameters,including length,height,circumference,and angle,can be extracted.These parameters provide both theoretical and empirical support for establishing normative data on foot morphology for Chinese young males and for advancing biomechanical researches on the foot and ankle.
6.Natural course of ulcerative proctitis: a single-center retrospective study
Jiaming ZHOU ; Jian WAN ; Zhuo WANG ; Hao ZHANG ; Jingmin YU ; Kaichun WU
Chinese Journal of Inflammatory Bowel Diseases 2025;09(3):193-198
Objective:To explore the natural course of ulcerative proctitis (UP) and the risk factors associated with disease extent progression.Methods:A retrospective cohort study was conducted, including UP patients who had undergoing prospective regisration in the Department of Gastroenterology, Xijing Hospital of Digestive Diseases, Air Force Medical University between January 2000 and May 2023. All patients were ≥ 18 years old at the time of diagnosis and followed up for more than one year. The disease extent in patients at diagnosis and during follow-up was assessed according to the Montreal classification. The clinical data were compared between the progression group and the non-progression group. The cumulative proportions of disease extent progression were analyzed with the Kaplan-Meier method, and the risk factors associated with disease extent progression were analyzed with the Cox proportional hazards regression model.Results:A total of 184 UP patients were included, with a median follow-up time of 4.8 (2.8, 8.5) years. Among them, 96 were male (52.2%) and 88 were female (47.8%), with a median age at diagnosis of 39.1 (28.8, 49.7) years. At the time of diagnosis, 95 (51.6%) patients had moderate endoscopic manifestations and 64 (34.8%) had severe endoscopic manifestations, while only 25 (13.6%) patients had mild lesions. 116 patients (63.0%) experienced disease extent progression in a median time of 4.2 (1.8, 9.0) years. The cumulative proportions of disease extent progression in 1, 3, 5, and 10 years were 13.0%, 39.0%、56.7% and 78.3%, respectively. Cox regression analysis identified the use of 5-aminosalicylic acid as a protective factor against disease extent progression ( HR = 0.55, 95% CI: 0.31 ~ 0.96, P = 0.035). During follow-up, only one patient (0.5%) underwent surgery. Five patients (2.7%) were diagnosed with dysplasia, and all of these patients had experienced disease extent progression before the development of dysplasia. Conclusions:Patients with UP had a high proportion of moderate-to-severe active endoscopic findings at diagnosis, and nearly two-thirds of patients experienced disease progression during follow-up, but the rates of colectomy and neoplasia were relatively low. 5-ASA was a protective factor against disease extent progression.
7.Three-Dimensional Foot Type Classification and Feature Extraction for Young Males Based on Multi-Fusion Algorithms
Xiaotian BAI ; Jingmin LIU ; Hongfeng HUO ; Pengfei WANG ; Mengyi WU ; Chong WANG ; Zeyu XING
Journal of Medical Biomechanics 2025;40(3):638-645
Objective To classify the foot types of young Chinese males,extract characteristic indicators of foot types,and construct a standard foot type database.Methods Foot type data from 1 483 healthy young male individuals were collected.Spectral clustering algorithm was utilized to categorize foot types,and a deep neural network(DNN)was employed for training the classification model.Layer-wise relevance propagation(LRP)and the correlation coefficient method were combined to extract foot type features,and the differences in various foot type characteristics were compared.Results Spectral clustering yielded 4 distinct foot type categories.Foot type 1 was characterized by a high-arched foot with a prominent big toe,inwardly rotated 5th toe,and a high heel with a wide foot;foot type 2 was characterized by a narrow foot with hallux valgus;foot type 3 was characterized by a low-arched foot with hallux valgus;foot type 4 was characterized by a high-arched foot with a prominent big toe.By integrating interpretable neural networks and the correlation coefficient method,nine indicators were extracted from 27 foot type indicators,including the heel to the sole length,hallux height,navicular bone height,lateral malleolus height,hallux valgus angle,5th toe angle,dorsal foot circumference,heel angle,and longitudinal arch angle.The classification model constructed with these extracted indicators achieved an overall discrimination accuracy rate of 93.67%.Conclusions Chinese young males can be classified into four typical foot types.By examining the rearfoot,midfoot,and forefoot regions,nine key foot morphology parameters,including length,height,circumference,and angle,can be extracted.These parameters provide both theoretical and empirical support for establishing normative data on foot morphology for Chinese young males and for advancing biomechanical researches on the foot and ankle.
8.Comparison of lung shunt fraction and intrahepatic distribution obtained from postoperative 90Y-selective internal radiation therapy and preoperative 99Tc m-MAA images
Hongji YOU ; Min XIONG ; Ao LI ; Zhaozhong WU ; Jingmin FENG ; Licong LIANG ; Liteng LIN ; Kangshun ZHU ; Shengnan JIANG
Chinese Journal of Nuclear Medicine and Molecular Imaging 2025;45(6):330-334
Objective:To compare the lung shunt fraction (LSF) of 90Y imaging after 90Y-selective internal radiation therapy (SIRT) and preoperative 99Tc m-macroaggregated albumin (MAA) imaging in patients with liver malignant tumors, and compare the volume and visual score of intrahepatic distribution of both nucleins on SPECT/CT images. Methods:A total of 91 patients with liver malignant tumors (78 males, 13 females; age (56.7±13.7)years; 99 cases) who underwent 90Y-SIRT in the Second Affiliated Hospital of Guangzhou Medical University from November 2022 to June 2024 were retrospectively collected. All patients underwent preoperative 99Tc m-MAA simulation and postoperative 90Y distribution verification by whole-body planar scintigraphy and hepatic SPECT/CT imaging. ROIs of the liver and lungs under the anterior-posterior position were delineated on the planar scintigraphy and LSF of 99Tc m-MAA and 90Y were calculated. The volume of interest (VOI) was drawn on the SPECT/CT images to calculate the nuclide distribution volume of both 99Tc m-MAA and 90Y within the liver. Wilcoxon signed rank test was used to compare the difference between two groups. In addition, the liver was divided into five lobes, namely left lateral lobe, left medial lobe, caudate lobe, right anterior lobe and right posterior lobe. Visual assessment of 90Y and 99Tc m-MAA radioactive distribution was performed ( 90Y and 99Tc m-MAA uptakes were graded on a scale of 0-3, where 0 indicated no nuclide accumulation and 3 indicated heavy accumulation). Kappa consistency test was used to analyze the scores of the corresponding lobes between two groups. Results:LSF for 99Tc m-MAA was 11.60%(4.27%, 15.03%), and LSF for 90Y was 11.80%(9.70%, 13.30%), without significant difference ( Z=-1.50, P=0.134). The distribution volume of 99Tc m-MAA within the liver was 542.63(204.00, 818.00)ml, which was significantly different from that of 90Y (688.69(287.00, 954.00)ml; Z=-7.37, P<0.001). Kappa values of the score of each lobe between 99Tc m-MAA imaging and 90Y imaging were 0.469-0.740 (all P<0.001). Conclusions:99Tc m-MAA simulation is reliable for assessing LSF for 90Y-SIRT. The distribution volume of 99Tc m-MAA is generally smaller than that of 90Y, but the consistency of the visual score of radioactive distribution is high. Overall, 99Tc m-MAA may well simulate the distribution pattern of 90Y-SIRT.
9.Xianqi Qinglong Formula (仙芪青龙方) for the Treatment of Cough Variant Asthma with Lung and Kidney Deficiency and Exuberant Wind-induced Spasm and Tension Syndrome: A Randomized, Positive-controlled, Non-inferiority Clinical Trial
Xiaochun CHEN ; Jianya YANG ; Jingmin XIAO ; Feiting FAN ; Mingjuan ZHOU ; Lei WU ; Lin LIN ; Yuanbin CHEN
Journal of Traditional Chinese Medicine 2024;65(20):2109-2115
ObjectiveTo evaluate the clinical efficacy and safety of Xianqi Qinglong Formula (仙芪青龙方, XQF) in the treatment of cough variant asthma (CVS) patients with lung and kidney deficiency and exuberant wind-induced spasm and tension syndrome. MethodsA randomized, positive-controlled, non-inferiority clinical trial was designed. Totally, 102 CVS patients with lung and kidney deficiency and exuberant wind-induced spasm and tension syndrome were randomly divided into a treatment group (52 cases) and a control group (50 cases). The treatment group was given XQF granules orally, 1 dose per day, 2 bags each time (9.25 g/bag), twice a day, after breakfast and dinner; the control group was given XQF granules placebo orally combined with inhaled fluticasone propionate inhalation aerosol (125 μg each time, twice a day). Both groups were treated for 12 weeks and followed up for 12 weeks, with a total of 24 weeks. The primary outcome was the cough symptom score (including daytime, nighttime and total score), evaluated before treatment (at enrollment), during treatment (after the 6th week of enrollment), at the end of treatment (after the 12th week of enrollment), and at the end of follow-up (after the 24th week of enrollment). The non-inferiority was determined by the lower limit (LCL) of the unilateral 95% confidence interval. The secondary outcomes included cough relief and disappearance, total score of TCM syndrome, cough visual analogue (VAS) score, Leicester Cough Questionnaire (LCQ) score, and lung function indicators including forced expiratory volume in 1 second (FEV1), percentage of predicted forced expiratory volume in 1 second (FEV1%pred), forced vital capacity (FVC), and peak expiratory flow (PEF). Blood routine and liver and kidney function were tested before and after treatment, and the adverse events were recorded. ResultsA total of 101 patients were included in the full analysis set (FAS), including 52 cases in the treatment group and 49 cases in the control group. After treatment, the daytime, nighttime and total cough symptom scores during treatment, at the end of treatment and at the end of follow-up all decreased in both two groups (P<0.01). The unilateral 95% LCL of the total cough symptom scores during treatment, at the end of treatment and at the end of follow-up of the two groups were -0.14, -0.47 and -0.27 (95% LCL all>-0.6). There were no significant differences in the cough relief rate, cough disappearance rate, cough relief days and cough disappearance days between the two groups at each time point (P>0.05). Compared to those before treatment, the TCM syndrome scores and cough VAS scores during treatment, at the end of treatment and at the end of follow-up decreased in both groups, while the LCQ scores increased (P<0.01), but there were no significant differences in FEV1, FEV1%, FVC and PEF before and after treatment (P>0.05). There were no significant differences in TCM syndrome scores, cough VAS scores, LCQ scores, FEV1, FEV1%, FVC, and PEF between the two groups at each time point (P>0.05). No clinically significant abnormal liver and kidney function were found in the two groups before and after treatment. ConclusionXQF is not inferior to fluticasone propionate inhalation aerosol in relieving cough symptoms, reducing cough scores, decreasing the number of cough attack days, and improving the quality of life when treating CVS patients with lung and kidney deficiency and exuberant wind-induced spasms and tension syndrome, and relatively safe.
10.Analyze the development of inflammatory bowel disease research from 2018 to 2023
Jian WAN ; Jiaming ZHOU ; Zhuo WANG ; Dan LIU ; Wenfang HE ; Jingmin YU ; Kaichun WU
Chinese Journal of Inflammatory Bowel Diseases 2024;08(1):63-70
Objective:To explore the research hotspots in the field of inflammatory bowel disease (IBD), and analyze the development and shortcomings of this research field in China from 2018 to 2023 by comparing the quantity, quality, and research hotspot of published literature in China and all around the world.Methods:The Web of Science core collection database was searched from January 1, 2018 to December 31, 2023. VOSviewer software was used for visual and quantitative analysis of keywords co-occurrence.Results:A total of 24 543 articles were included, of which the number of publications in China increased steadily, from 11.0% in 2018 to 26.4% in 2023, ranking the second in the world. However, the average impact factor of published journals in China is relatively low. The top ten institutions with the largest number of publications are all from Europe and the United States, and the most prolific institution in China is Sun Yat-sen University. The key words in the global literature mainly focused on four areas, including mechanism and epidemidogy research, disease management, drug therapy and quality of life, while the key words in the Chinese literature focused on 3 areas including mechanism research, disease management and epidemilogy, and intestinal microbiota with related treatment, reflecting the research hotspots of IBD research. In the past six years, Chinese scholars had published a number of high-quality research papers in these hot areas.Conclusions:IBD research in China has developed rapidly, with the number of articles ranking in the forefront of the world and the number of high-quality studies increasing. However, the overall research quality needs to be further improved.

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