1.Artificial intelligence models based on non-contrast chest CT for measuring bone mineral density
Wei DUAN ; Guoqing YANG ; Yang LI ; Feng SHI ; Lian YANG ; Xin XIONG ; Bei CHEN ; Yong LI ; Quanshui FU
Chinese Journal of Medical Imaging Technology 2024;40(8):1231-1235
Objective To observe the value of artificial intelligence(AI)models based on non-contrast chest CT for measuring bone mineral density(BMD).Methods Totally 380 subjects who underwent both non-contrast chest CT and quantitative CT(QCT)BMD examination were retrospectively enrolled and divided into training set(n=304)and test set(n=76)at a ratio of 8∶2.The mean BMD of L1-L3 vertebrae were measured based on QCT.Spongy bones of T5-T10 vertebrae were segmented as RO1,radiomics(Rad)features were extracted,and machine learning(ML),Rad and deep learning(DL)models were constructed for classification of osteoporosis(OP)and evaluating BMD,respectively.Receiver operating characteristic curves were drawn,and area under the curves(AUC)were calculated to evaluate the efficacy of each model for classification of OP.Bland-Altman analysis and Pearson correlation analysis were performed to explore the consistency and correlation of each model with QCT for measuring BMD.Results Among ML and Rad models,MLBagging OP and RadBagging-OP had the best performances for classification of OP.In test set,AUC of MLBagging-OP,RadBagging-op and DLOP for classification of OP was 0.943,0.944 and 0.947,respectively,with no significant difference(all P>0.05).BMD obtained with all the above models had good consistency with those measured with QCT(most of the differences were within the range of(x)±1.96s),which were highly positively correlated(r=0.910-0.974,all P<0.001).Conclusion AI models based on non-contrast chest CT had high efficacy for classification of OP,and good consistency of BMD measurements were found between AI models and QCT.
2.Serum Uric Acid Level and Its Influencing Factors in Patients with Diabetes Insipidus.
Shi-Han WANG ; Hui-Juan ZHU ; Lian DUAN ; Fan PING ; Xi WANG ; Yue CHI ; Tao YUAN
Acta Academiae Medicinae Sinicae 2023;45(1):44-49
Objective To investigate the level of serum uric acid in patients with diabetes insipidus (DI),summarize the clinical characteristics of central diabetes insipidus (CDI) patients with hyperuricemia (HUA),and analyze the factors affecting the level of serum uric acid in the patients with CDI. Methods The clinical data of DI patients admitted to Peking Union Medical College Hospital from 2018 to 2021 were retrospectively analyzed.The patients were assigned into a child and adolescent group (≤ 18 years old) and an adult group (>18 years old) according to their ages.The demographic and biochemical data between two groups of patients with and without HUA were compared.Spearman correlation analysis and multiple linear regression analysis were performed to analyze the correlations between serum uric acid level and other factors. Results Among the 420 DI patients,411 patients had CDI (97.9%),including 189 patients with HUA (46.0%).Thirteen (6.9%) out of the 189 CDI patients with HUA presented the disappearance of thirst.The prevalence of HUA in children and adolescents was higher than that in adults (χ2=4.193,P=0.041).The level of serum uric acid in the CDI patients with HUA and disappearance of thirst was higher than those without disappearance of thirst (U=2.593,P=0.010).The multiple linear regression predicted serum creatinine (β=0.472,95%CI=2.451-4.381,P<0.001) and body mass index (β=0.387,95%CI=6.18-12.874,P<0.001) as the independent risk factors of serum uric acid level increment in children and adolescents,while serum creatinine (β=0.361,95%CI=1.016-1.785,P<0.001),body mass index (β=0.208,95%CI=2.321-6.702,P<0.001),triglyceride (β=0.268,95%CI=12.936-28.840,P<0.001),and total cholesterol (β=0.129,95%CI=2.708-22.250,P=0.013) were the independent risk factors in adults. Conclusions The patients with CDI were more likely to have HUA,and the prevalence of HUA in children and adolescents was higher than that in adults.Body mass index,serum creatinine,triglyceride,total cholesterol,and disappearance of thirst were the risk factors for the increased level of serum uric acid in CDI patients.
Adolescent
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Adult
;
Child
;
Humans
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Uric Acid
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Creatinine
;
Retrospective Studies
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Diabetes Insipidus
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Hyperuricemia
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Triglycerides
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Cholesterol
;
Diabetes Mellitus
3.Identification of traditional Chinese drugs containing active ingredients for treating myocardial infarction and analysis of their therapeutic mechanisms by network pharmacology and molecular docking.
Shi ZHAO ; Ke Di LIU ; Jia Lin DUAN ; Xing Ru TAO ; Wei Hong LI ; Yang BAI ; Pei Feng WEI ; Miao Miao XI ; Hong Lian YANG
Journal of Southern Medical University 2022;42(1):13-25
OBJECTIVE:
To identify traditional Chinese drugs that contain active ingredients for treatment of myocardial infarction (MI) and explore their therapeutic mechanisms using network pharmacology and molecular docking technology.
METHODS:
The TCMSP database was used for screening the traditional Chinese drugs containing active ingredients for treating MI, and the related targets of MI and the candidate drugs were obtained from Genecards, OMIM, PharmGkb and PharmMapper databases. The common target network of the drug targets and disease targets was established using Venny2.1.0 software. GO and KEGG signal pathway enrichment analysis of the common targets was performed, and the protein-protein interaction (PPI) network was constructed for the targets. The targets in the PPI network were analyzed to identify the key targets, for which GO and KEGG pathway enrichment analyses were performed. Molecular docking was performed for the candidate ingredients and the key targets, and a total score ≥6 was used as the criteria for screening the therapeutic ingredients and their docking binding with key targets was verified. A human umbilical vein endothelial cell (HUVEC) model of oxygen-glucose deprivation (OGD) was used to validate the candidate ingredients and the key therapeutic targets for MI by Western blotting.
RESULTS:
Our analysis identified Salvia miltiorrhiza and Dalbergiae odoriferae as the candidate drugs rich in active ingredients for treatment of MI. These ingredients involved 16 key therapeutic targets for MI, which participated in such biological processes as inflammatory response, angiogenesis, energy metabolism and oxidative stress and the pathways including HIF-1, VEGF, and TNF pathways. Sclareol and PTGS2 in Salvia miltiorrhiza and formononetin and KDR in Dalbergiae odoriferae all had high docking total scores. Western blotting showed that at medium and high doses, sclareol significantly inhibited PTGS2 expression and formononetin promoted KDR expressions in the cell models in a dose-dependent manner (P < 0.05).
CONCLUSION
Both Salvia miltiorrhiza and Dalbergiae odoriferae have good therapeutic effects on MI. Sclareol in Salvia miltiorrhiza and formononetin in Dalbergiae odoriferae regulate the expressions of KDR and PTGS2, respectively, to modulate the inflammatory response, angiogenesis, oxidative stress and energy metabolism and thus produce myocardial protective effects.
China
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Drugs, Chinese Herbal/therapeutic use*
;
Humans
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Medicine, Chinese Traditional
;
Molecular Docking Simulation
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Myocardial Infarction/drug therapy*
;
Network Pharmacology
4.Oxidative Damage to BV2 Cells by Trichloroacetic Acid: Protective Role of Boron via the p53 Pathway.
Chong WANG ; Wei HUANG ; Li LI ; Chao WANG ; Ying SHI ; Song TANG ; Wen GU ; Yong Jun XU ; Li Xia ZHANG ; Ming ZHANG ; Lian DUAN ; Kang Feng ZHAO
Biomedical and Environmental Sciences 2022;35(7):657-662
This study aimed to investigate the neurotoxicity induced by trichloroacetic acid (TCA) and the possible protective mechanisms of boron (B). Mouse BV2 cells were treated with TCA (0, 0.39, 0.78, 1.56, 3.12, 6.25, or 12.5 mmol/L) and B (0, 7.8, 15.6, 31.25, 62.5, 125, 500, or 1,000 mmol/L) for 3 h and 24 h, respectively. Then, reactive oxygen species, and supernatant proinflammatory cytokine and protein levels were analyzed after 24 h of combined exposure. Beyond the dose-dependent decrease in the cellular viability, it clearly increased after B supplementation ( P < 0.05). Moreover, B decreased oxidative damage, and significantly down-regulated IL-6 levels and up-regulated TNF-β production ( P < 0.05). B also decreased apoptosis via the p53 pathway. The present findings indicated that TCA may induce oxidative damage, whereas B mitigates these adverse effects by decreasing cell apoptosis.
Animals
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Apoptosis
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Boron/toxicity*
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Mice
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Oxidative Stress
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Reactive Oxygen Species/metabolism*
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Trichloroacetic Acid/toxicity*
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Tumor Suppressor Protein p53/metabolism*
5.Risk factors of substandard drug blood concentration of meropenem in patients with hospital -acquired pneumonia
Lu SHI ; Fang CHEN ; Guangxian LU ; Lufen DUAN ; Jian LU ; Zhiwei ZHUANG ; Jinhui XU ; Hongtao XU ; Chao WU ; Qin ZHOU ; Lian TANG
China Pharmacy 2022;33(19):2388-2392
OBJECTIVE To analyze the risk factors of substandard drug blood concentration of meropenem in patients with hospital acquired pneumonia (HAP). METHODS Totally 130 HAP patients who were admitted to the intensive care unit of Suzhou Hospital Affiliated to Nanjing Medical University from January 2020 to June 2021 and received steady -state blood concentration test of meropenem were selected as the study subjects . The patient ’s age ,sex,body mass and other medical history were recorded . The steady-state blood trough concentration of meropenem was determined and its target was determined . Univariate and multivariate Logistic regression analysis were used to screen the risk factors for the substandard steady -state blood trough concentration of meropenem. The receiver operating characteristic (ROC)curve was drawn to screen the warning value of the risk factors and evaluate the predictive value of the risk factors . RESULTS The steady -state blood trough concentrations of 85 cases were ≥2 mg/L, and those of 45 cases were <2 mg/L. Multivariate Logistic regression analysis showed that age ,negative balance and brain injury were independent risk factors for the substandard steady-state blood trough concentration of meropenem (P< 0.05).ROC curve showed that when the patient was 58 years old,the area under the ROC curve was the largest (0.744), the sensitivity was 0.882,the specificity was 0.556,and the Youden index was 0.438;when the negative balance was 520.5 mL/24 h,the area under the ROC curve reached the maximum (0.827),the sensitivity was 0.722,the specificity was 0.905,and th e Youden index was 0.628. The creatinine clearance rate in the brain injury group was significantly higher than that in the non -brain injury group ,and the steady -state blood trough concentration of meropenem in the brain injury group was significantly lower than that in the non -brain injury group (P<0.001). CONCLUSIONS When the HAP patient ’s age is less than 58 years old ,the brain injury and the negative balance is more than 520.5 mL/24 h,the risk of substandard steady -state blood trough concentration of meropenem will increase .
6.Immunogenicity of Whole
Shi Qi XIAO ; Da XU ; Hong Yang DUAN ; Xue Ting FAN ; Gui Lian LI ; Wen ZHANG ; Ma Chao LI ; Na HAN ; Xin Yao LI ; Na LI ; Li Lan ZHAO ; Xiu Qin ZHAO ; Kang Lin WAN ; Hai Can LIU ; Wen Hai FENG
Biomedical and Environmental Sciences 2021;34(7):528-539
Objectives:
To evaluate the immunogenicity of
Methods:
Protein extracts from
Results:
Immunization with
Conclusion
This is the advanced study to investigate the immunogenicity of
Animals
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Antibodies, Bacterial/immunology*
;
Antigens, Bacterial/immunology*
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Bacterial Proteins/immunology*
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Cross Reactions
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Cytokines/immunology*
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Female
;
Genome, Bacterial
;
Immunoglobulin G/immunology*
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Immunoglobulin M/immunology*
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Macrophages/immunology*
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Mice, Inbred BALB C
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Mycobacterium avium Complex/immunology*
;
Mycobacterium tuberculosis/immunology*
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Tuberculosis Vaccines/administration & dosage*
;
Whole Genome Sequencing
7.McCune-Albright syndrome associated with growth hormone-prolactin pituitary adenoma in 4 Chinese patients with literature review
Gaofei REN ; Huijuan ZHU ; Linjie WANG ; Hongbo YANG ; Lin LU ; Shi CHEN ; Yuxing ZHAO ; Ran LI ; Hui PAN ; Yong YAO ; Lian DUAN
Chinese Journal of Endocrinology and Metabolism 2020;36(8):696-702
Objective:To investigate the clinical characteristics of four McCune-Albright syndrome (MAS) patients associated with growth hormone(GH)-prolactin(PRL) pituitary adenoma, and explore more effective clinical treatment and management methods.Methods:The clinical data of four patients with MAS and GH-PRL pituitary adenoma diagnosed by Peking Union Medical College Hospital were retrospectively analyzed, including clinical manifestations, biochemical parameters, radiographic characteristics, as well as treatment and prognosis. Literature review was also conducted to analyze the efficacy of surgical operations and drug intervention.Results:Clinical characteristics: 3 females and 1 male, all of whom had onset before the age of 7 years. The types of fibrous dysplasia of bone were all polyosseous and involved craniofacial region. There were obvious gigantism/acromegaly manifestations in all cases, 3 cases had evident visual impairment and 1 case with optic chiasm compression. There was no spontaneous or triggered lactation in all 4 patients. Laboratory examination: GH and insulin-like growth factor-Ⅰ(IGF-Ⅰ) levels were significantly increased in 4 patients, GH levels were not inhibited by oral glucose tolerance test (OGTT), PRL levels were over 100 ng/ml, ALP levels were significantly increased in 4 patients, while serum calcium and phosphorus levels were remained normal. Imaging features: All pituitary adenomas in 4 patients were macroadenomas, with unilateral cavernous sinus enclosure in cases 2 and 3, and recurrence of macroadenoma with bilateral cavernous sinus enclosure in case 4 after the first operation. Four cases of skull CT showed multiple FD in craniofacial bone and skull base. Treatment and outcome: All 4 patients underwent pituitary adenoma resection and bisphosphonate therapy, and somatostatin analogues, dopamine receptor agonists and other treatments were selected according to the situation. Two patients with early diagnosis and initial treatment achieved partial remission after treatment, while the other two patients did not.Conclusions:Patients with MAS and GH-PRL pituitary adenoma had earlier onset age and were more likely to suffer from optic nerve damage. Early diagnosis and reasonable surgical treatment may help to improve biochemical indicators (GH, IGF-Ⅰ, and PRL, etc.) rapidly, and combined drug therapy (somatostatin analogues and dopamine receptor agonists) can better maintain or close to normal biochemical indicators, and ultimately improve the prognosis of patients.
8.Verification on the Developmental Toxicity of Short-term Exposure to Phenol in Rats.
Chao WANG ; Yong Jun XU ; Ying SHI ; Chong WANG ; Lian DUAN ; Wen GU ; Hong Jie RUAN ; Shao Ping ZHANG ; Hong ZHI ; Jian KONG ; Li Xia ZHANG ; Ming ZHANG ; Hong Wei ZHANG
Biomedical and Environmental Sciences 2020;33(6):403-413
Objective:
To verify the health advisory for short-term exposure to phenol.
Methods:
The method of this validation experiment was the same as the US Environmental Protection Agency (EPA) methodology for toxicology experiments used to determine phenol drinking water equivalent level (DWEL). Pregnant female Sprague-Dawley rats were administered phenol in distilled water by gavage at daily doses of 15, 30, 60, 120, and 240 mg/kg body weight (b.w.) from implantation (the 6th day post-mating) to the day prior to the scheduled caesarean section (the 20th day of pregnancy). The following information was recorded: general behavior; body weight; number of corpus luteum, live birth, fetus, stillbirth, and implantation; fetal gender; body weight; body length; tail length; and abnormalities and pathomorphological changes in the dams.
Results:
In the 60 mg/kg b.w. dose group, the mortality of pregnant rats increased with increasing doses, suggesting maternal toxicity. Fetal and placental weights decreased as phenol dose increased from 30 mg/kg b.w., and were significantly different compared those in the vehicle control group, which suggested developmental toxicity in the fetuses. However, the phenol-exposed groups showed no significant change in other parameters compared with the vehicle control group ( > 0.05).
Conclusion
Despite using the same method as the US EPA, a different NOEAL of 15 mg/(kg·d) was obtained in this study.
Animals
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Dose-Response Relationship, Drug
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Environmental Pollutants
;
toxicity
;
Female
;
Fetal Development
;
drug effects
;
Phenol
;
toxicity
;
Pregnancy
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Rats
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Rats, Sprague-Dawley
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Toxicity Tests, Acute
9.Clinical Diagnosis and Treatment Recommendations for Ocular Toxicities of Target Therapy and Immune Checkpoint Inhibitor Therapy.
Xiaowei LIU ; Zheng WANG ; Chan ZHAO ; Hanping WANG ; Xiaoxiao GUO ; Jiaxin ZHOU ; Lian DUAN ; Xiaoyan SI ; Li ZHANG ; Yue LI ; Mengzhao WANG ; Juhong SHI ; Meifen ZHANG ; Li ZHANG
Chinese Journal of Lung Cancer 2019;22(10):653-660
The increasing use of target therapy and immunocheckpoint inhibitors in cancers has brought new hope of survival to patients with advanced tumors. However, more and more adverse side-effects and toxicities of these medications had been reported, affect almost all human organs including the eye. These adverse effects may affect the entire ocular tissues, like eyelid, eye lashes, conjunctiva, cornea, uvea, retina, optic nerve and so on, which are always been ignored by patients and doctors. In this paper we will summarize the characteristics of the related ocular diseases and give our advice on how to diagnose and manage these diseases.
10.Clinical Diagnosis and Treatment Recommendations for the Pneumonitis Associated with Immune Checkpoint Inhibitor.
Hanping WANG ; Xiaoxiao GUO ; Jiaxin ZHOU ; Lian DUAN ; Xiaoyan SI ; Li ZHANG ; Yue LI ; Xiaowei LIU ; Mengzhao WANG ; Juhong SHI ; Li ZHANG
Chinese Journal of Lung Cancer 2019;22(10):621-626
The increasing use of immunocheckpoint inhibitors in tumors has brought new hope of survival to patients with advanced tumors. However, the immune system activated by immunocheckpoint inhibitors, mainly activated T-cell immunity, may attack normal tissues and organs of the human body and lead to a variety of adverse effects. In the lung, they could induce checkpoint inhibitor associated pneumonitis (CIP). CIP is different from known pulmonary interstitial pneumonitis, and had a potentially fatal risk if it was not being properly treated. We will summarize the characteristics of CIP and give our advice on how to manage immunocheckpoint inhibitor associated pneumonitis.

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