Diagnostic efficacy of AI in rib fracture under CT images with different reconstruction slice thickness / 重庆医学

Objective To investigate the diagnostic efficiency of artificial intelligence(AI)in rib frac-ture under the computed tomography(CT)images with different reconstruction slice thickness.Methods The first CT images of 100 patients with rib fractures were selected,and the interval-free recon-struction was carried out with the thickness of 0.625 mm,1.250 mm,2.500 mm and 5.000 mm,respectively.The rib fracture screening function of AI was used to automatically detect the CT images of four groups,and the diagnostic efficiency of AI for rib fracture under different reconstruction thickness conditions was com-pared.Results The sensitivity of AI in the diagnosis of rib fracture at 0.625 mm,1.250 mm,2.500 mm and 5.000 mm thickness was 99.32%(436/439),98.41%(432/439),89.52%(393/439)and 83.60%(367/439),respectively.The false positive rate was 4.80%(22/458),0.92%(4/436),0.76%(3/396)and 0.27%(1/368).The diagnostic sensitivity of AI in 0.625 mm and 1.250 mm thickness was higher than that in 2.500 mm and 5.000 mm,and the difference was statistically significant(P<0.05),while there was no significant difference in the thickness of 0.625 mm and 1.250 mm.The false positive rate of AI in the diagnosis of 0.625 mm slice thickness was higher than that of 1.250 mm,2.500 mm and 5.000 mm,and the difference was sta-tistically significant(P<0.05),while there was no significant difference in the thickness of 1.250 mm,2.500 mm and 5.000 mm(P>0.05).Conclusion The diagnostic efficiency of AI in 1.250 mm CT images is better than that in 0.625 mm,2.500 mm and 5.000 mm CT images.

Risk of second primary lung cancer in patients with thyroid cancer: a meta-analysis based on big population studies / 中华医学杂志(英文版)

BACKGROUND@#Previous studies have revealed that the number of cancer survivors developing a second primary malignancy is increasing, especially among thyroid cancer patients, and lung cancer is still the main cause of cancer death. Therefore, we aimed to investigate the risk of second primary lung cancer (SPLC) in patients with thyroid cancer.@*METHODS@#We searched the PubMed, Web of Science, Embase, and Scopus databases up to November 24, 2021, for relevant research and merged the standardized incidence ratios (SIRs) and 95% confidence intervals (95% CIs) to evaluate the risk of developing SPLC in patients with thyroid cancer.@*RESULTS@#Fourteen studies involving 1,480,816 cases were included in our meta-analysis. The pooled result demonstrated that thyroid cancer patients may have a higher risk of SPLC than the general population (SIR = 1.21, 95% CI: 1.07-1.36, P  < 0.01, I2  = 81%, P  < 0.01). Subgroup analysis stratified by sex indicated that female patients may have a markedly higher risk of SPLC than male patients (SIR = 1.65, 95% CI: 1.40-1.94, P  < 0.01, I2  = 75%, P  < 0.01).@*CONCLUSIONS@#Thyroid cancer patients are more likely to develop SPLC than the general population, especially women. However, other risk factors must be investigated, and more prospective studies are needed to confirm our results.@*REGISTRATION@#International Prospective Register of Systematic Reviews: No. CRD42021285399.

Persistent increase and improved survival of stage I lung cancer based on a large-scale real-world sample of 26,226 cases / 中华医学杂志(英文版)

BACKGROUND@#Lung cancer prevails and induces high mortality around the world. This study provided real-world information on the evolution of clinicopathological profiles and survival outcomes of lung cancer, and provided survival information within stage I subtypes.@*METHODS@#Patients pathologically confirmed with lung cancer between January 2009 and December 2018 were identified with complete clinicopathological information, molecular testing results, and follow-up data. Shifts in clinical characteristics were evaluated using χ2 tests. Overall survival (OS) was calculated through the Kaplan-Meier method.@*RESULTS@#A total of 26,226 eligible lung cancer patients were included, among whom 62.55% were male and 52.89% were smokers. Non-smokers and elderly patients took increasingly larger proportions in the whole patient population. The proportion of adenocarcinoma increased from 51.63% to 71.80%, while that of squamous carcinoma decreased from 28.43% to 17.60%. Gene mutations including EGFR (52.14%), KRAS (12.14%), and ALK (8.12%) were observed. Female, younger, non-smoking, adenocarcinoma patients and those with mutated EGFR had better survival prognoses. Importantly, this study validated that early detection of early-stage lung cancer patients had contributed to pronounced survival benefits during the decade. Patients with stage I lung cancer, accounted for an increasingly considerable proportion, increasing from 15.28% to 40.25%, coinciding with the surgery rate increasing from 38.14% to 54.25%. Overall, period survival analyses found that 42.69% of patients survived 5 years, and stage I patients had a 5-year OS of 84.20%. Compared with that in 2009-2013, the prognosis of stage I patients in 2014-2018 was dramatically better, with 5-year OS increasing from 73.26% to 87.68%. Regarding the specific survival benefits among stage I patients, the 5-year survival rates were 95.28%, 93.25%, 82.08%, and 74.50% for stage IA1, IA2, IA3, and IB, respectively, far more promising than previous reports.@*CONCLUSIONS@#Crucial clinical and pathological changes have been observed in the past decade. Notably, the increased incidence of stage I lung cancer coincided with an improved prognosis, indicating actual benefits of early detection and management of lung cancer.

Practical study on modular training of general practitioner in community hospitals under county medical community / 中华医学教育探索杂志

In order to improve the professional level and service ability of general practitioners, this study is guided by the needs of community medical institutions in the county medical communities. Two small-class training of 15 modules were carried out for a week, taking "2+5" training mode, including 2 days of theoretical teaching and case discussion, and 5 days of bedside teaching. After the training, the theoretical examination, case report and objective clinical structured examination were carried out. Those who passed the examination were issued a certificate of qualification and given corresponding rewards. The results showed that the post-test scores of trainees after training were significantly improved compared with the pre-test scores, and the qualification rate increased from 18.4% to 85.9%. This training mode can be promoted in a wider range, but it should be adjusted appropriately according to the actual situation in various places, and the relevant departments and hospitals should give full support.

Reflection on Improving College Students’ Health Literacy from the Perspective of Health Ethics / 中国医学伦理学

Contemporary college students have low levels of health literacy, facing problems such as weak awareness of health care, unhealthy diet habits, insufficient physical activity, and inadequate emergency response to public health emergencies. The reasons may be related to weak personal awareness of health literacy, imperfect health education system, shortage of health literacy education talents, lack of family health literacy education, and the insufficient social investment in health literacy cultivation. Faced with this current situation, the government, universities, families, individuals, and society should respond to the call of "Healthy China 2030" Plan Outline, regard improving college students’ health literacy level as their own responsibility, help them eliminate or reduce the risk factors affecting health, improve their health literacy level and quality of life, and contribute to the Healthy China strategy.

Expression and clinical significance of GBP1 in pulmonary tuberculosis / 安徽医科大学学报

Objective@#To investigate the expression pattern，underlying function and clinical significance of Guanylate-binding protein 1 ( GBP1) in pulmonary tuberculosis ( pTB) ．@*Methods@#Immunohistochemical staining was applied to detect the expression of GBP1 in pTB specimensand control samples． Combined with Gene Expression Omnibus ( GEO) datasets ，including GSE83456 and GSE34608，receiver operating characteristic ( ROC) curve was depicted to assess the diagnostic value of GBP1 in pTB．Then，the correlation between GBP1 and related regulatory factors was analyzed by protein-protein interaction network ( PPI) ; Finally，the potential molecular mechanism of GBP1 in pTB was probed by Gene Set Enrichment Analysis( GSEA) . @*Results@# Compared with the control group，GBP1 was significantly overexpressed in human pTB samples，including lung tissue and blood．The positive rate of GBP1 protein in pTB was 73. 9% . ROC curve analysis revealed that GBP1 might have important value in early diagnosis of pTB．GSEA analysis suggested that the hyper-expression of GBP1 was closely related to the host inflammatory response，IFN-γ/ α signaling pathway and TNF-α/ IL-6 signal transduction．@*Conclusion@# GBP1 is highly expressed in pTB tissues and is involved in the process of inflammatory response and host anti-tuberculosis infection ; GBP1 may be used as an early diagnostic marker or therapeutic target for pTB.

A random forest model to predict acute kidney injury after acute myocardial infarction / 中华急诊医学杂志

Objective:Our study aims to predict acute kidney injury (AKI) in acute myocardial infarction (AMI) by establishing a random forest model.Methods:By using the clinical database from affiliated Dongyang Hospital of Wenzhou Medical University, a total of 1 363 AMI cases were included. Then, 75% of participants were analyzed as training subsets and the remaining 25% were testing subsets. The CARET package in R was used to filter variables and build random forest. The prediction ability of established model was evaluated by specificity, sensitivity, accuracy, relative operating characteristic curve (ROC curve) in testing subsets. In addition, the performance of random forest was compared with other 3 commonly used machine learning algorithms (Artificial Neural Network, Naive Bayes, and Support Vector Machine).Results:In this study, 30 variables including the demographic information, risk factors of cardiovascular disease, vital signs at admission, laboratory tests were identified and used to establish our random forest prediction model. The area under the curve of the testing subsets ROC was 0.893. The specificity and sensitivity of prediction model was 0.791 and 0.866, respectively. And the first creatinine, first blood urea nitrogen, and D-dimer after admission, age, mechanical ventilation were the top-five factors in this model. After comparing various machine learning algorithms, random forest model had a better performance.Conclusion:The random forest model would be used to predict the occurrence of AMI with AKI.

Progress of Liquid Biopsy in the Diagnosis and Treatment of Lung Cancer with Malignant Pleural Effusion / 中国肺癌杂志

Lung cancer is the malignancy with the highest mortality rate worldwide. Malignant pleural effusion (MPE) caused by advanced lung cancer severely affects the quality of life and prognosis of patients. Tumor-associated genetic testing is the basis for making precise treatment decisions. There are some risks of tissue biopsy, and it is difficult to sample repeatedly. Due to its non-invasive and can reflect the full profile of tumor gene characteristics, liquid biopsy is increasingly used in the diagnosis and treatment of lung cancer. Because of the extremely low DNA level of circulating tumor, the sensitivity and specificity of liquid biopsy based on blood samples are limited. Tumor cells is enriched in MPE. The detection of cell-free DNA, extracellular vesicles and microRNA in MPE will be helpful to the diagnose, treatment and assess prognosis of patients with lung cancer. This review aims to discuss the research progress of liquid biopsy based on MPE in the diagnosis and treatment of lung cancer patients.
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Exploration and practice of developing top-notch innovative medical personnel based on research-oriented hospital with thick cultivation culture / 中华医学教育探索杂志

In response to the major national strategic needs of "Healthy China" and "Innovation-Driven Development", Sichuan University, as a pilot university of "Excellent Doctor Education and Training Plan-Top Innovative Medical Personnel Training", has been exploring the training strategies since 2012. On the basis of the international theory of "The Third Generation of Medical Education based on Health System", we have innovatively put forward the new era of "Med+" education theory based on research-oriented hospitals (with medical/research/translational facility) and the two-level training paradigm from "cultivating professionalism" to "notch up to top" by planting three cultures. We have also developed a competency training system of "Five Integrated Curricula and Five Teaching & Learning Strategies". We have shifted from "didactic teaching" to "formative learning", edifying excellent doctors with "professionalism culture". We have initiated two kinds of top-notch plans, constructed a "1+2+3" innovation and entrepreneurship education system, explored "transformative learning" to incubate compound top-notch personnel with "innovative culture", opened up a "school-hospital unified" administrative system, built a PDCA closed-loop of quality control supported by mobile technology, and recast the "quality culture" to ensure shifting from "cultivating professionalism" to "notch up to top".

Non-alcoholic fatty liver disease and liver transplantation / 中华肝胆外科杂志

Non-alcoholic fatty liver disease (NAFLD) is characterized by increased fat depositions in the liver while the patients do not have drinking history.NAFLD has a prevalence of 10％ ～40％ in global,25％ ～26％ in Western populations.From 2004 to 2013,the numbers of new patients on the waitlist who had NASH increased by 170％ in America.The prevalence of NAFLD in China is 20％.With the decrease of HBV and HCV and the increase of diabetes mellitus type 2 and obesity,NAFLD will become the most common chronic liver disease in China over the next 20 years.NAFLD related end-stage liver disease will become the most common indication of liver transplantation.In this paper,the epidemiological features,pathogenesis,indication and prognosis of liver transplantation are reviewed.