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@#Lung cancer is a malignant tumor with the highest mortality worldwide, and its early diagnosis and evaluation have a crucial impact on the comprehensive treatment of patients. Early preoperative diagnosis of lung cancer depends on a variety of imaging and tumor marker indicators, but it cannot be accurately assessed due to its high false positive rate. Liquid biopsy biomarkers can detect circulating tumor cells and DNA in peripheral blood by non-invasive methods and are gradually becoming a powerful diagnostic tool in the field of precision medicine for tumors. This article reviews the research progress of liquid biopsy biomarkers and their combination with clinical imaging features in the early diagnosis of lung cancer.
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@#Objective To establish a machine learning model based on computed tomography (CT) radiomics for preoperatively predicting invasive degree of lung ground-glass nodules (GGNs). Methods We retrospectively analyzed the clinical data of GGNs patients whose solid component less than 3 cm in the Department of Thoracic Surgery of Shanghai Pulmonary Hospital from March 2021 to July 2021 and the First Hospital of Lanzhou University from January 2019 to May 2022. The lesions were divided into pre-invasiveness and invasiveness according to postoperative pathological results, and the patients were randomly divided into a training set and a test set in a ratio of 7∶3. Radiomic features (1 317) were extracted from CT images of each patient, the max-relevance and min-redundancy (mRMR) was used to screen the top 100 features with the most relevant categories, least absolute shrinkage and selection operator (LASSO) was used to select radiomic features, and the support vector machine (SVM) classifier was used to establish the prediction model. We calculated the area under the curve (AUC), sensitivity, specificity, accuracy, negative predictive value, positive predictive value to evaluate the performance of the model, drawing calibration and decision curves of the prediction model to evaluate the accuracy and clinical benefit of the model, analyzed the performance in the training set and subgroups with different nodule diameters, and compared the prediction performance of this model with Mayo and Brock models. Two primary thoracic surgeons were required to evaluate the invasiveness of GGNs to investigate the clinical utility of the mode. Results A total of 400 patients were divided into the training set (n=280) and the test set (n=120) according to the admission criteria. There were 267 females and 133 males with an ……
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Objective:To evaluate the clinical radiological features combined with circulating tumor cells in the diagnosis of benign and malignant pulmonary solid nodules.Methods:Clinical data of 437 patients from Shanghai Pulmonary Hospital(SPH cohort) from January to April 2021 and 82 patients from Lanzhou University First Hospital (LZH cohort) from August 2019 to May 2022 were retrospectively included. Patients in Shanghai pulmonary hospital were randomly divided into training set and internal validation set in a ratio of 4∶1 by random number table method and patients in Lanzhou University First Hospital were as external validation set. Independent risk factors were selected by regression analysis of training set constructed a Nomogram prediction model. The performance of the Nomogram prediction model was estimated by applying receiver operating curve( ROC) analysis, tested in different nodules size and intermediate risk IPSNs and tested by calibration curve. Results:Independent risk factors selected by regression analysis for solid pulmonary nodules were age, the level of CTC, pleural Indentation, lobulation, spiculation. The Nomogram prediction mode provided an area under ROC( AUC) of 0.888, 0.833 in internal validation set and external validation set, outperforming radiological features model(0.835, P=0.007; 0.804, P=0.043) Mayo clinical model(0.781, P=0.019; 0.726, P=0.033) and CTCs(0.699, P=0.002; 0.648, P=0.012) in both two validation sets, C-index of 0.888, 0.871 and corrected C-index of 0.853, 0.842 in both two validation sets . The AUC of the prediction model with internal validation set was 0.905 and 0.871 for nodule diameter of 5-20 mm and intermediate risk probability. Conclusion:The prediction model in this study has better diagnostic value and practicability, and is more effective in clinical diagnosis of diseases.
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Objective:To explore the changes of disease burden and risk factors of chronic kidney disease (CKD) due to type 1 and type 2 diabetes mellitus in China from 1990 to 2019, and to provide reference data for the prevention and control of diabetic kidney disease (DKD).Methods:The Chinese DKD data were obtained from the 2019 Global Burden of Disease (GBD) database. The morbidity, prevalence, mortality, years lived with disability (YLD), years of life lost (YLL), and disability-adjusted life year (DALY) were used to compare the disease burden of CKD due to type 1 and type 2 diabetes mellitus from 1990 to 2019. In addition, the risk factors of DKD were analyzed.Results:The numbers of CKD patients due to type 1 and type 2 diabetes mellitus in China were 574 (95% UI 495-665) and 31 076 (95% UI 28 152-33 909) thousand, and the numbers of new cases were 9 (95% UI 8-11) and 434 (95% UI 390-481) thousand in 2019, respectively. The numbers of death were 13 (95% UI 8-18) and 63 (95% UI 50-77) thousand, respectively. The age groups with the largest number of patients and new cases of CKD due to type 1 diabetes mellitus were 30-34 years old and <5 years old, respectively. The age group with the largest number of patients and new cases of CKD due to type 2 diabetes mellitus were 50-54 years old and 70-74 years old, respectively. From 1990 to 2019, the age-standardized prevalence rate of DKD patients in China was relatively stable, but the age-standardized incidence rate and YLD rate showed an upward trend, while the age-standardized mortality rate, YLL rate, and DALY rate showed a downward trend. The main risk factors associated with DKD death were high fasting plasma glucose, kidney dysfunction, high systolic blood pressure, high body mass index, high sodium diet, and lead exposure. The proportions of DKD death caused by high systolic blood pressure and high body mass index in the Chinese population were still increasing. Conclusions:From 1990 to 2019, the age-standardized incidence and YLD rate of DKD in China shows an upward trend, while the age-standardized prevalence rate is relatively stable, and the age-standardized mortality rate, YLL rate, and DALY rate show a decreasing trend. High fasting glucose, renal failure, high systolic blood pressure, high body mass index, high sodium diet, and lead exposure are risk factors associated with death in DKD patients. With the progress of aging, the disease burden of DKD in China will continuously increase. Future work should be focused on population-specific interventions, taking into consideration the risk factors identified within the study.
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Objective:To investigate the clinical efficacy of Omalizumab in the treatment of moderate-to-severe allergic asthma with allergic comorbidities in children.Methods:The clinical data of 50 children with moderate-to-severe allergic asthma and allergic comorbidities, who were treated with Omalizumab and completed 12-month follow-up in the Department of Pediatrics of Peking University First Hospital from July 2018 to March 2022, were retrospectively analyzed.A comparison was performed on the scale scores of childhood allergic asthma and allergic comorbidities including allergic rhinitis (AR) and chronic spontaneous urticaria (CSU), pulmonary function test indices and fractional exhaled nitric oxide (FeNO) concentration before and after treating with Omalizumab.The data were compared by ANOVA, paired t-test, chi- square test and rank sum test. Results:(1)Improvement of clinical symptoms: after 12 months of Omalizumab treatment, the childhood asthma control test score of 42 children aged ≤11 years increased from (20.98±5.03) points to (26.95±0.22) points ( F=18.189, P<0.001). The asthma control questionnaire 7 score of 50 children decreased from (0.89±0.11) points to (0.10±0.02) points ( F=5.662, P=0.006). The score of visual analogue scale of 47 children with AR decreased from (11.00±1.65) points to (0.2±0.14) points ( F=14.901, P<0.001), and the urticaria control test score of 13 children with CSU decreased from (4.82±0.88) points to (1.87±0.61) points ( F=4.329, P=0.018). (2)Improvement of quality of life: compared with those before treatment, the pediatric asthma quality of life questionnaire score in 50 children increased from (124.50±32.13) points to (159.40±6.21) points ( F=12.052, P<0.001), and global evaluation of asthma treatment effectiveness decreased from (2.23±0.70) points to (1.07±0.26) points ( F=68.865, P<0.001) after Omalizumab treatment for 12 months.(3)Improvement of pulmonary function results: after 12 months of Omalizumab treatment, the number of children with forced expiratory volume in one second/forced vital capacity< 80% decreased from 13 cases (26%) to 1 case (2%), and the values increased from (91.39±12.88)% to (96.96±8.54)%( χ2=11.960; t=2.486, all P<0.05). The peak expiratory flow of predicted value increased from (86.73±16.05)% to (94.01±13.11)% ( t=2.445, P<0.05). The number of children with two indicators among the forced expiratory flow at 50% of forced vital capacity exhaled, forced expiratory flow at 75% of forced vital capacity exhaled and maximal mid-expiratory flow lower than 65% decreased from 31 cases (62%) to 7 cases (14%) ( χ2=24.450, P<0.001). There was no significant difference in FeNO concentration before and after treatment ( P>0.05). Safety of Omalizumab: no obvious adverse reactions were found during treatment and follow-up. Conclusions:Omalizumab can significantly improve the clinical symptoms, small airway function and quality of life of children with allergic asthma and concomitant AR or CSU.It is a potential targeted drug for treating a variety of allergic diseases in children.
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Objective:To investigate drug resistance gene in Mycoplasma pneumoniae(MP) and the distribution of 13 respiratory pathogens in bronchoalveolar lavage fluid(BALF) of children with Mycoplasma pneumoniae pneumonia(MPP).Methods:A total of 100 BALF of children with MPP in Peking University Third Hospital and Peking University First Hospital from January 2018 to January 2019 were collected.Fluorogenic quantitative PCR was used to detect nucleic acid and it′s drug resistance gene of MP and multiple PCR method was adopted to detect influenza A virus, influenza A virus-H 1N 1, influenza A virus-H 3N 2, influenza B, human parainfluenza virus, adenovirus, human bocavirus, human rhinovirus, Chlamydia pneumoniae, human metapneumovirus, MP, human coronavirus, and respi-ratory syncytial virus gene, and the results were compared by using Chi square test. Results:In 100 BALF samples, MP and drug resistance gene were detected by fluorogenic quantitative PCR.Totally, 83 cases (83.00%) were MP positive and 78 cases (93.98%) were drug resistant.All of them had the point mutations A2063G in V region of 23S rRNA domain.A total of 13 kinds of respiratory pathogens were detected by multiplex PCR method, and 89 cases (89.00%) were positive.Totally, 79 cases (79.00%) were MP positive, of which 74 cases (74.00%) detected only MP, and 5 cases (5.00%) detected MP combined with other pathogens.Other pathogens were detected in 10 cases (10.00%). The virus detection rate of 0-4 years old group was higher than that of >4-6 years old group ( P=0.042) and >6 years old group ( P=0.002), and the differences were statistically significant. Conclusions:MP can be detected in most BALF samples of MPP children, the drug resistance phenomenon is serious, and the main point mutation is A2063G.There were other respiratory pathogens and 2 or 3 pathogens were detected in a small number of BALF samples.
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Objective@#To elaborate the characteristics and advantages of Whole-Mount immune fluorescence staining by observing the lymphatic vessels of mice.@*Methods@#The ear skin tissue, the hindlimb lymphatic vessels and the mesenteric lymphatic vessels were harvested from normal C57 mice. The tissue samples were subjected to whole-tissue immunofluorescence staining.These tissue samples were fixed by paraformaldehyde, blocked by bovine serum and incubated in primary and secondary antibodies. Then, the lymphatic vessels were observed and analyzed in these samples with a confocal laser-scanning microscope.@*Results@#The capillary lymphatic vessels and lymphatic endothelial cells can be clearly showed in the ear skin. The valves and smooth muscles can be clearly showed in the hindlimb and mesenteric lymphatic vessels by Whole-Mount immunofluorescence staining.@*Conclusions@#The whole-tissue immunofluorescence staining technique can observe the external morphology of lymphatic vessels clearly and stereoscopically, and can deeply observe the internal structure of lymphatic vessels. This technique can provide more accurate study on physiology and pathology of lymphatic vessels.
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OBJECTIVE@#To explore the effect of Euonymus alatus on the blood glucose and hemorheology in rat model of Type 2 diabetes mellitus with blood stagnation (DMBS).@*METHODS@#High fat diet with streptozocin was used to establish the rat model of Type 2 diabetes mellitus, followed by the prednisolone and adrenaline muscle injection to obtain DMBS. DMBS rats were divided into a DMBS group (treated with saline gavage), an Euonymus alatus group (treated with Euonymus alatus gavage), and a glybenzoylamide group (treated with glybenzoylamide gavage).A blank group was treated with saline gavage. The experiment lasted 4 weeks, followed by the evaluation of rats' behavior, and detection of fasting blood glucose and hemorheology.@*RESULTS@#Compared with DMBS rats, the symptoms of polydipsia and diuresis in Euonymus alatus rats were improved, with increased body weight (P<0.05), better fur and mental state, increased resistance for being caught, and reduced tongue stagnation. Compared with DMBS group, though body weight increased, resistance for being caught decreased in the glybenzoylamide group with bad fur and mental state,and tongue stagnation. As to the fasting blood glucose, there was significant difference between the Euonymus alatus group and the DMBS group (P<0.05). As to the hemorheology, including whole blood viscosity (shear rates 1,5,50, and 100 s(-1)), plasma viscosity, and hematocrit, the Euonymus alatus rats had a better efficacy than DMBS rats and glybenzoylamide rats (P<0.05 or P<0.01).@*CONCLUSION@#Euonymus alatus can reduce the fasting blood glucose of DMBS and improve blood stagnation.