1.Clinical application of an artificial intelligence system in predicting benign or malignant pulmonary nodules and pathological subtypes
Zhuowen YANG ; Zhizhong ZHENG ; Bin LI ; Yiming HUI ; Mingzhi LIN ; Jiying DANG ; Suiyang LI ; Chunjiao ZHANG ; Long YANG ; Liang SI ; Tieniu SONG ; Yuqi MENG
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2025;32(08):1086-1095
Objective To evaluate the predictive ability and clinical application value of artificial intelligence (AI) systems in the benign and malignant differentiation and pathological type of pulmonary nodules, and to summarize clinical application experience. Methods A retrospective analysis was conducted on the clinical data of patients with pulmonary nodules admitted to the Department of Thoracic Surgery, Second Hospital of Lanzhou University, from February 2016 to February 2025. Firstly, pulmonary nodules were divided into benign and non-benign groups, and the discriminative abilities of AI systems and clinicians were compared. Subsequently, lung nodules reported as precursor glandular lesions (PGL), microinvasive adenocarcinoma (MIA), and invasive adenocarcinoma (IAC) in postoperative pathological results were analyzed, comparing the efficacy of AI systems and clinicians in predicting the pathological type of pulmonary nodules. Results In the analysis of benign/non-benign pulmonary nodules, clinical data from a total of 638 patients with pulmonary nodules were included, of which there were 257 males (10 patients and 1 patient of double and triple primary lesions, respectively) and 381 females (18 patients and 1 patient of double and triple primary lesions, respectively), with a median age of 55.0 (47.0, 61.0) years. Different lesions in the same patient were analyzed as independent samples. Univariate analysis of the two groups of variables showed that, except for nodule location, the differences in the remaining variables were statistically significant (P<0.05). Multivariate logistic regression analysis showed that age, nodule type (subsolid pulmonary nodule), average density, spicule sign, and vascular convergence sign were independent influencing factors for non-benign pulmonary nodules, among which age, nodule type (subsolid pulmonary nodule), spicule sign, and vascular convergence sign were positively correlated with non-benign pulmonary nodules, while average density was negatively correlated with the occurrence of non-benign pulmonary nodules. The area under the receiver operating characteristic curve (AUC) of the malignancy risk value given by the AI system in predicting non-benign pulmonary nodules was 0.811, slightly lower than the 0.898 predicted by clinicians. In the PGL/MIA/IAC analysis, clinical data from a total of 411 patients with pulmonary nodules were included, of which there were 149 males (8 patients of double primary lesions) and 262 females (17 patients of double primary lesions), with a median age of 56.0 (50.0, 61.0) years. Different lesions in the same patient were analyzed as independent samples. Univariate analysis results showed that, except for gender, nodule location, and vascular convergence sign, the differences in the remaining variables among the three groups of PGL, MIA, and IAC patients were statistically significant (P<0.05). Multinomial multivariate logistic regression analysis showed that the differences between the parameters in the PGL group and the MIA group were not statistically significant (P>0.05), and the maximum diameter and average density of the nodules were statistically different between the PGL and IAC groups (P<0.05), and were positively correlated with the occurrence of IAC as independent risk factors. The average AUC value, accuracy, recall rate, and F1 score of the AI system in predicting lung nodule pathological type were 0.807, 74.3%, 73.2%, and 68.5%, respectively, all better than the clinical physicians’ prediction of lung nodule pathological type indicators (0.782, 70.9%, 66.2%, and 63.7% respectively). The AUC value of the AI system in predicting IAC was 0.853, and the sensitivity, specificity, and optimal cutoff value were 0.643, 0.943, and 50.0%, respectively. Conclusion This AI system has demonstrated high clinical value in predicting the benign and malignant nature and pathological type of lung nodules, especially in predicting lung nodule pathological type, its ability has surpassed that of clinical physicians. With the optimization of algorithms and the adequate integration of multimodal data, it can better assist clinical physicians in formulating individualized diagnostic and treatment plans for patients with lung nodules.
2.Association of physical activity and sedentary behavior with cardiorespiratory fitness among middle school students in Lhasa
Chinese Journal of School Health 2025;46(9):1318-1322
Objective:
To explore the relationship of physical activity (PA) and sedentary behavior (SB) with cardiorespiratory fitness (CRF) among middle schoold students in Tibet, so as to provide empirical references for improving the cardiorespiratory fitness and health levels of adolescents in Tibet.
Methods:
From August to December 2020, 1 225 junior and senior high school students were selected from 2 middle schools in Lhasa, Tibet Autonomous Region, using the stratified cluster random sampling method. Triaxial accelerometers were used to evaluate PA and SB behaviors, and the 20 meter shuttle run was employed to assess CRF among the middle school students. Isochronous substitution modeling was used to analyze the associations of SB, low intensity physical activity (LPA), and moderate vigorous physical activity (MVPA) with CRF, and the saturation threshold effect in the dose response relationship between MVPA and CRF was analyzed through restricted cubic spline and two stage linear regression.
Results:
After adjusting for covariates such as gender, body mass index and sleep quality score, isotemporal substitution analysis showed that among junior high school students aged 13-15, replacing 30 minutes of SB ( B =1.73) or LPA ( B =2.38) with MVPA were positively associated with CRF (both P <0.05). Among senior high school students aged 16-18, replacing SB ( B =0.99) or LPA ( B =1.38) with MVPA were also positively associated with CRF (both P <0.05). Restricted cubic spline and two piecewise linear regression analyses indicated that only middle school girls aged 13-18 exhibited a saturation threshold effect between MVPA and CRF (logarithmic likelihood ratio test=0.03), with the optimal CRF improvement observed at 60 minutes of MVPA per day ( B=0.13, P < 0.01).
Conclusions
Reducing SB and LPA while increasing MVPA can improve CRF in Tibetan middle school students. To maximize CRF improvement, middle school girls should engage in at least 60 minutes of MVPA daily.
3.Synthesis and evaluation for anti-HCoV-OC43 activity of novel aloperine derivatives with different core structures
Run-ze MENG ; Yue GONG ; Yu-long SHI ; Kun WANG ; Zong-gen PENG ; Dan-qing SONG
Acta Pharmaceutica Sinica 2024;59(2):404-412
In this study, we designed and synthesized 12 novel aloperine derivatives with different core structures. Among them, compound
4.Effect of losartan on acute kidney injury and the relationship with mitochondrial fusion-fission in septic mice
Enquan WANG ; Yufei KAN ; Shuqi MENG ; Yu SONG ; Keliang XIE
Chinese Journal of Anesthesiology 2024;44(2):220-224
Objective:To evaluate the effect of losartan on acute kidney injury (AKI) and the relationship with mitochondrial fusion-fission in septic mice.Methods:One hundred and twenty-eight SPF male C57BL/6J mice, aged 6-8 weeks, weighing 20-25 g, were divided into 4 groups ( n=32 each) using a random number table method: sham operation group (Sham group), sham operation+ losartan group (Sham+ LOS group), sepsis-associated AKI group (SA-AKI group), and sepsis-associated AKI+ losartan group (SA-AKI+ LOS group). Sepsis was induced by cecal ligation and puncture in anesthetized mice. Sham+ LOS group and SA-AKI+ LOS group received intraperitoneal injection of losartan 5 mg/kg, once a day, for 3 consecutive days, starting from 3 days before sham operation or developing the model. The equal volume of solvent was given instead in Sham group and SA-AKI group. Twenty mice were randomly selected to observe the survival 7 days after surgery. At 24 h after sham operation or establishing the model, serum blood urea nitrogen (BUN) and creatinine (Cr) concentrations were determined by the colorimetric method, and serum concentrations of tumor necrosis factor-alpha (TNF-α), interleukin-6 (IL-6) and high-mobility group box 1 protein (HMGB1) were measured using enzyme-linked immunosorbent assay. Renal tissues were obtained for microscopic examination of pathological changes which were scored and for determination of mitochondrial membrane potential (using JC-1 method) and expression of dynamin-related protein 1 (Drp1) and mitofusin-2 (Mfn2) (using Western blot). Results:Compared with Sham group, the survival rate was significantly decreased, the serum BUN, Cr, TNF-α, IL-6 and HMGB1 concentrations and renal tubular injury score were increased, the ATP content and MMP were decreased, the expression of Drp1 was up-regulated, the expression of Mfn2 was down-regulated ( P<0.05), and pathological changes were found in renal tissues in SA-AKI group and SA-AKI+ LOS group. Compared with SA-AKI group, the survival rate was significantly increased, serum concentrations of BUN, Cr, TNF-α, IL-6 and HMGB1 and renal tubular injury score were decreased, the ATP content and MMP were increased, the expression of Drp1 was down-regulated, the expression of Mfn2 was up-regulated ( P<0.05), and the pathological changes of renal tissues were significantly attenuated in SA-AKI+ LOS group. Conclusions:Losartan can alleviate AKI in septic mice, and the mechanism may be related to promoting mitochondrial fusion and inhibiting mitochondrial fission.
5.Effects of Shiquan Dabu Decoction on cognitive impairment in a mouse model of Alzheimer's disease through regulation of synaptic function
Zi-He GUO ; Yi WANG ; Meng-Yao ZHU ; Hai-Yang YUAN ; Xin LÜ ; Yue-Song GONG
Chinese Traditional Patent Medicine 2024;46(1):72-78
AIM To explore the effects of Shiquan Dabu Decoction on the synaptic function and cognitive impairment in a mouse model of Alzheimer's disease(AD).METHODS Sixty mice were randomly divided into the control group,the model group,the memantine group(5 mg/kg)and the high,medium and low dose Shiquan Dabu Decoction groups(6.24,3.12 and 1.56 g/kg),with 10 mice in each group.Except for those of the control group,the mice of other groups underwent their 70-day AD models induction by intraperitoneal injection of D-galactose and gavage feeding of AlCl3,followed by 42-day corresponding dosing of drugs by gavage on the 29th day.The mice had their spatial learning and associative memory detected by Morris water maze test and conditioned fear test;their morphological changes of hippocampal neurons observed by HE staining;their serum SOD activity,MDA level,and SOD,AChE activities and MDA,ACh,TNF-α and IL-1β levels in hippocampus detected by kits;and their PSD-95,Shank3,NR1,NR2A,NR2B,AMPK and p-AMPK protein expressions in hippocampus detected by Western blot.RESULTS Compared with the model group,the high-dose Shiquan Dabu Decoction group displayed improved spatial learning and memory ability and associative memory(P<0.05,P<0.01);reduced pathological damage of hippocampal neurons,decreased levels of oxidative stress and inflammation(P<0.05,P<0.01);enhanced cholinergic transmission(P<0.05,P<0.01),and increased protein expressions of PSD-95,Shank3,NR1,NR2A,NR2B,and p-AMPK in hippocampal tissue(P<0.05,P<0.01).CONCLUSION Shiquan Dabu Decoction can improve the cognitive impairment of in the mouse model of AD,and its mechanism may be related to AMPK activation and synaptic function restoration.
6.Research and evaluation on dynamic accumulation of dry matter and quality of Isatis indigotica in Longdong area
Fu-Hong YANG ; Xin ZHAO ; Dong LIU ; Meng-Sha SONG ; Pan WANG ; Tao DU
Chinese Traditional Patent Medicine 2024;46(1):149-155
AIM To explore the laws in accumulation of dry matter and medicinal ingredients of Isatis indigotica Fort.in Longdong area,and determine the best harvest time to obtain the high-quality and high-yield medicinal plant.METHODS The I.indigotica had its agronomic traits investigated regularly;the accumulation laws of its uridine,guanosine,(R,S)-geichan and adenosine measured by HPLC;and its comprehensive utilization value in different periods evaluated by grey correlation method.RESULTS There existed significant variations among the plant height,plant width,leaf length,leaf width,number of leaves,leaf weight,root length,root diameter,root weight,and the yields of uridine,guanosine,(R,S)-goitrin and adenosine at different growth stages,whose peak values appeared in different period.Additionally,there were also obvious differences in the aforementioned indexes levels among different strains.The highest weighted correlation degree of the comprehensive utilization value of Longde and 2008-6-2 on October 9,and of 2008-11 and 2016-2 on October 24.On the whole,the 2008-6-2 and 2016-2 were superior to 2008-11 and Longde.CONCLUSION It is suggested that the best harvest time of I.indigotica in Longdong area is in mid to late October.
7.Quality evaluation for Beidougen Formula Granules
Gui-Yun CAO ; Xue-Song ZHUANG ; Bo NING ; Yong-Qiang LIN ; Dai-Jie WANG ; Wei-Liang CUI ; Hong-Chao LIU ; Xiao-Di DONG ; Meng-Meng HUANG ; Zhao-Qing MENG
Chinese Traditional Patent Medicine 2024;46(3):717-723
AIM To evaluate the quality of Beidougen Formula Granules.METHODS Fifteen batches of standard decoctions and three batches of formula granules were prepared,after which paste rate and contents,transfer rates of magnoflorine,daurisoline,dauricine were determined.HPLC specific chromatograms were established,and cluster analysis was adopted in chemical pattern recognition.RESULTS For three batches of formula granules,the paste rates were 15.1%-16.6%,the contents of magnoflorine,daurisoline,dauricine were 18.93-19.39,9.42-9.60,6.79-6.85 mg/g with the transfer rates of 34.42%-35.25%,43.81%-44.65%,27.27%-27.51%from decoction pieces to formula granules,respectively,and there were seven characteristic peaks in the specific chromatograms with the similarities of more than 0.95,which demonstrated good consistence with those of standard decoctions and accorded with related limit requirements.Fifteen batches of standard decoctions were clustered into two types,and the medicinal materials produced from Jilin,Hebei,Shangdong could be used for the preparation of formula granules.CONCLUSION This reasonable and reliable method can provide references for the quality control and clinical application of Beidougen Formula Granules.
8.The effect of transcranial direct current stimulation on the functional connectivity of language-related brain areas in patients with post-infarction picture-naming dysfunction: a resting state functional magnetic resonance study
Yancheng SONG ; Liqing KANG ; Fenghai LIU ; Xiaoxuan WANG ; Yanlong YANG ; Min SUN ; Lu SHAN ; Zhao MENG
Chinese Journal of Physical Medicine and Rehabilitation 2024;46(1):32-37
Objective:To observe the effects of transcranial direct current stimulation (tDCS) on functional connectivity (FC) in language-related brain regions of patients with picture-naming dysfunction after cerebral infarction by using resting state functional magnetic resonance imaging(rs-fMRI).Methods:Twenty-eight patients with post-infarction picture-naming dysfunction were divided into an acute stage group( n=16) and a recovery stage group( n=12) according to the course of the disease, and 18 middle-aged and elderly volunteers were recruited as the normal control group.The anodic tDCS was applied on the posterior perisylvian region(PPR) of the left sylvian of the patients, 5 days a week for 2 weeks.Before and after the 2 weeks′ treatment, the rs-fMRI and Psycholinguistic Assessment of Chinese Aphasia (PACA)-picture-naming subscale were performed, and FC changes in language-related brain areas were observed. Results:After treatment, the PACA scores of patients in both acute and recovery stage groups were significantly improved after treatment( P<0.05). Compared with normal subjects, FC in multiple brain regions and particularly the Wernicke area was reduced in both cerebral hemispheres among the patient group. It was more severe in the dominant hemisphere.After the tDCS treatment, FC in both frontotemporal lobes and in the Wernicke area was significantly enhanced in both the acute and recovery groups. Further comparison showed that in the acute group FC in both temporo-occipital lobes was significantly enhanced after treatment. In the recovery group, the enhanced FC in the left temporal lobe before the treatment was significantly reduced after treatment. Conclusion:The fMRI technique can evaluate changes in brain connectivity in aphasia patients with picture-naming dysfunction after cerebral infarction accurately and non-invasively.tDCS may improve picture-naming function of stroke patients by enhancing the FC in bilateral language-related brain areas(concentrated in frontotemporal lobes) and Wernicke area.
9.Pachymic acid exerts antitumor activities by modulating the Wnt/β-catenin signaling pathway via targeting PTP1B
Hao Department of Emergency, Affiliated Hangzhou First People&rsquo ; s Hospital, Zhejiang University School of Medicine, Hangzhou 310006, Zhejiang, China ; Kun Zhu ; Xue-Feng Zhang ; Yi-Hui Ding ; Bing Zhu ; Wen Meng ; Qing-Song Ding ; Fan Zhang
Asian Pacific Journal of Tropical Biomedicine 2024;14(4):170-180
Objective: To determine the inhibitory effects of pachymic acid on lung adenocarcinoma (LUAD) cells and elucidate its underlying mechanism. Methods: CCK-8, wound healing, Transwell, Western blot, tube formation, and immunofluorescence assays were carried out to measure the effects of various concentrations of pachymic acid on LUAD cell proliferation, metastasis, angiogenesis as well as autophagy. Subsequently, molecular docking technology was used to detect the potential targeted binding association between pachymic acid and protein tyrosine phosphatase 1B (PTP1B). Moreover, PTP1B was overexpressed in A549 cells to detect the specific mechanisms of pachymic acid. Results: Pachymic acid suppressed LUAD cell viability, metastasis as well as angiogenesis while inducing cell autophagy. It also targeted PTP1B and lowered PTP1B expression. However, PTP1B overexpression reversed the effects of pachymic acid on metastasis, angiogenesis, and autophagy as well as the expression of Wnt3a and β-catenin in LUAD cells. Conclusions: Pachymic acid inhibits metastasis and angiogenesis, and promotes autophagy in LUAD cells by modulating the Wnt/ β-catenin signaling pathway via targeting PTP1B.
10.Clinical Characteristics and Use of Traditional Chinese Medicine Therapy in 222 Malignant Tumor Cases with COVID-19: A Retrospective Study
Yingtian WANG ; Hong SUN ; Man LI ; Na SONG ; Jiao GOU ; Wenfang LUO ; Jun LIU ; Rong MA ; Wei WANG ; Zhandong LI ; Bo MENG ; Xiaoyan YAO
Journal of Traditional Chinese Medicine 2024;65(7):716-721
ObjectiveTo analyze the clinical characteristics and the use of traditional Chinese medicine (TCM) therapy in cancer patients with COVID-19, and to provide reference for making TCM prevention and treatment strategies and determining diagnosis and treatment priorities for patients with malignant tumors in the COVID-19 epidemic. MethodsThe medical records of 225 malignant tumor cases with COVID-19 who were admitted to 7 national research centers from January 1st to 20th, 2023 were retrospectively collected, and the main symptoms and duration after infection, nucleic acid negative conversion time, use of TCM therapy, and changes in adverse reactions after resuming anti-tumor treatment were analyzed. ResultsA total of 222 malignant tumor patients with COVID-19 were included in the analysis, involving 205 mild cases and 17 moderate cases. The top four most frequently reported clinical symptoms were fever (165 cases), expectoration or dry cough (99 cases), decreased appetite (95 cases) and fatigue (85 cases), of which 40 expectoration or dry cough cases , 37 fatigue cases and 29 decreased appetite cases lasted for more than 14 days. One hundred and five patients with nucleic acid detection report had a median negative conversion time of 14 days. The nucleic acid negative conversion time was significantly longer in patients with lung cancer compared to those with digestive system malignant tumors, and in those with myelosuppression than those without (P<0.01). During the infection period, 47.30% (105/222) of the patients used Chinese patent medicine, and 21.17% (47/222) were treated with herbal decoctions. The use of TCM in patients during the prevention and rehabilitation period, was 1.80%(4/222) and 7.21%(16/222), respectively. Fifty-five patients resumed anti-tumor treatment after nucleic acid negative conversion, and received TCM simultaneously. Observed adverse reactions, including gastrointestinal reactions, bone marrow suppression, and neurotoxicity, were all grade 1 to 2, and no new adverse events occurred during follow-up. ConclusionCertain malignant tumor patients with COVID-19 had prolonged symptoms and nucleic acid negative conversion time Rational use of TCM can help to promote the rehabilitation of the patients and ensure the smooth process of anti-tumor treatment after infection.


Result Analysis
Print
Save
E-mail