ABSTRACT
Objective:To explore the clinical efficacy and safety of moderate-dose glucocorticoid treatment in patients with advanced thymoma.Methods:A retrospective analysis was conducted on clinical data of 56 patients with thymoma who received glucocorticoid treatment at Beijing Tongren Hospital, Capital Medical University, from January 2018 to March 2023. Among them, there were 33 males and 23 females; aged from 28 to 72 years old, with a median age of(43.8±11.2)years old. There were 16 cases of type B1 thymoma, 23 cases of type B2, and 17 cases of type B3. There were 17 cases with myasthenia gravis and 1 case with pure red blood cell aplasia. All patients had received radiotherapy or chemotherapy. Patients received moderate-dose glucocorticoid treatment(50 mg/day), and tumor response was evaluated by CT scan after 2 weeks of treatment. The tumor treatment effect and adverse reactions were recorded.Results:Among the patients, 22 cases achieved partial remission, and 3 cases achieved complete remission, resulting in an overall objective response rate (ORR) of 44.6%. Among them, 23 patients had type B2 thymoma, with 17 achieving partial remission and 3 achieving complete remission, resulting in an ORR of 87.0%. Among the 16 patients with type B1 thymoma, 5 achieved partial remission. No efficacy was observed in 17 patients with type B3 thymoma. The follow-up period ranged from 2 to 26 months, and 2 patients experienced thymoma recurrence.Conclusion:Moderate-dose glucocorticoid treatment demonstrates effective and safe outcomes in advanced or invasive thymoma, particularly for the treatment of type B2 thymoma.
ABSTRACT
As a “double-edged sword” in emerging medical science and technology, medical digital twins not only bring good news to clinical diagnosis and treatment, but also have a certain impact on the medical ethics system. This paper mainly discussed the ethical risks and challenges involved in the application of digital twins technology in the medical field, such as the scientificity and effectiveness of simulation experimental results, the autonomy of both doctors and patients, issues of privacy and life safety, and potential social injustice. Starting from the four principles of bioethics, such as respect, benefit, non-harm, and justice, this paper analyzed the current situation and explored prevention and treatment countermeasures or suggestions for solving the ethical issues of medical digital twins, with a view to achieving timely, accurate, and effective detection, prevention, and control, to better promote the rational development, innovative application, and healthy development of digital twins technology in the medical field.
ABSTRACT
Immune evasion has made ovarian cancer notorious for its refractory features, making the development of immunotherapy highly appealing to ovarian cancer treatment. The immune-stimulating cytokine IL-12 exhibits excellent antitumor activities. However, IL-12 can induce IFN-γ release and subsequently upregulate PDL-1 expression on tumor cells. Therefore, the tumor-targeting folate-modified delivery system F-DPC is constructed for concurrent delivery of IL-12 encoding gene and small molecular PDL-1 inhibitor (iPDL-1) to reduce immune escape and boost anti-tumor immunity. The physicochemical characteristics, gene transfection efficiency of the F-DPC nanoparticles in ovarian cancer cells are analyzed. The immune-modulation effects of combination therapy on different immune cells are also studied. Results show that compared with non-folate-modified vector, folate-modified F-DPC can improve the targeting of ovarian cancer and enhance the transfection efficiency of pIL-12. The underlying anti-tumor mechanisms include the regulation of T cells proliferation and activation, NK activation, macrophage polarization and DC maturation. The F-DPC/pIL-12/iPDL-1 complexes have shown outstanding antitumor effects and low toxicity in peritoneal model of ovarian cancer in mice. Taken together, our work provides new insights into ovarian cancer immunotherapy. Novel F-DPC/pIL-12/iPDL-1 complexes are revealed to exert prominent anti-tumor effect by modulating tumor immune microenvironment and preventing immune escape and might be a promising treatment option for ovarian cancer treatment.
ABSTRACT
Background/Aims@#Data on the natural course of Chinese patients with ulcerative colitis (UC) was lacking. This study aimed to evaluate the natural history and prognosis of patients with UC in the past 15 years in China. @*Methods@#This cohort study included patients with UC in a tertiary hospital in southern China from 2007 to 2021 (cohort I: 2007–2011, cohort II: 2012–2016, cohort III: 2017–2021). Patients’ clinical characteristics and natural history were analyzed retrospectively. @*Results@#Of 1,139 included patients, 683 patients presented with proctitis or left-sided colitis at diagnosis and 38.5% of them (263/683) developed proximal disease extension. Fifty-eight percent of patients experienced relapse, chronic continuous and intermittent active course. Five patients (0.4%) developed colorectal tumors/dysplasia. The overall surgery rate was 8.6%, and the rates were 14.2%, 7.8%, and 8.0% in the 3 cohorts, respectively (P= 0.059). Average time from diagnosis to surgery decreased from cohorts I to III (144 months vs. 36 months, P< 0.001), so did the use of glucocorticoids (58.2% vs. 43.5%, P< 0.001) and immunosuppressants (14.1% vs. 13.4%, P= 0.016), and days of hospitalization (13 days vs. 9 days, P< 0.001). Biologics were used more frequently during the first year (0.8%, 2.1%, and 13.7% for cohorts I to III, respectively; P< 0.001). The rate of mucosal healing increased over time. @*Conclusions@#In Chinese UC patients, one-third of patients experienced proximal disease extension. The rates of malignancy and mortality were low. More biologics were used, while use of immunosuppressants and glucocorticoids were reduced over time. Early biologics use seemed to promote mucosal healing, but the rate of colectomy has not dramatically decreased.
ABSTRACT
AIM: To investigate the effectiveness of panretinal photocoagulation(PRP)combined with intravitreal conbercept(IVC)for patients with different stages of proliferative diabetic retinopathy(PDR).METHODS: Retrospective study. The medical records for 100 patients(100 eyes)with PDR treated with PRP combined with IVC from January 2018 to June 2020 were reviewed, including 34 eyes with early PDR(group A), 43 with high-risk PDR(group B), and 23 with fibrovascular PDR(group C). The baseline information, best corrected visual acuity(BCVA), central macular thickness(CMT), the rate of vitrectomy and retinal detachment of the patients in the three groups at 1, 3, 6mo and the last follow-up after combination treatment were observed.RESULTS: The patients were followed up for 14.60±11.64mo(6-52mo), with a mean age of 54.22 ±9.32 years. We found 15 eyes(15.0%)who underwent vitrectomy after the combination treatment. The vitrectomy rates of the three groups were 2.9% in group A, 13.9% in group B, and 34.7% in group C. We found no instances of retinal detachment after the treatments. Most patients demonstrated improved BCVA and CMT values with the treatments.CONCLUSION: PRP combined with IVC is safe and effective in patients with different PDR stages.
ABSTRACT
Objective: To explore the pathogenesis and risk factors of gallstone formation. Methods: The findings of hepatobiliary ultrasound and related data were collected from healthy subjects who underwent a physical examination at Xuanwu Hospital of Capital Medical University from January 2012 to December 2021. A total of 98 344 healthy subjects were included in the study,including 48 241 males and 50 103 females,with a ratio of 1∶1.03,aged (42.0±15.6)years(range:14 to 97 years). The gender,age,body mass index,waist circumference,systolic pressure,diastolic pressure,ALT,AST,total bilirubin,fasting blood glucose,triglyceride,total cholesterol,low-density lipoprotein,high-density lipoprotein were collected.Healthy subjects were required to sit for at least 10 minutes before blood pressure was measured.Rresults of fasting venous blood were collected after 8 to 12 hours on an empty stomach.According to the presence of gallstones by ultrasound results, healthy subjects were divided into study group and control group. Data were analyzed by rank-sum tests and χ2 test, and risk factors for gallstone formation were explored by Logistic regression analysis. Results: The incidence of gallstones in this group was 5.42%(5 333/98 344). Among them,the incidence of gallstones in people aged 60 years and above was significantly higher than that in people under 60 years old(15.31%(2 348/15 334) vs. 3.60%(2 985/83 010), χ2=3 473.46,P<0.05).The healthy subjects were divided by age for every 10 years,and the results showed that the incidence of gallstones increased with age. The incidence of gallstones in females was 5.68%(2 844/50 103),greater than 5.16%(2 489/48 241) in males(χ2=11.81,P<0.05). Among them,1 478 cases underwent gallbladder surgical resection due to gallstones,and the operation rate was 27.71%. The operation rate reached the peak between 60 and <70 years old,and decreased after 70 years old. The results of the multivariate analysis showed that,female(OR=1.38, P<0.01),age(OR=1.58, P<0.01),body mass index≥24 kg/m2(OR=1.31, P<0.01),waist circumference≥85 cm(OR=1.24, P<0.01),fasting blood glucose>6.1 mmol/L(OR=1.18,P<0.01),total cholesterol≥5.18 mmol/L(OR=0.87, P=0.019),low-density lipoprotein≥3.37 mmol/L(OR=1.15,P=0.001) were the risk factors for gallstone formation;high-density lipoprotein≥1.55 mmol/L(OR=0.87, P<0.01) was a protective factor for gallstone formation. Conclusions: The incidence of gallstones increases with age in male and female. Gender,age,body mass index,waist circumferenc,fasting blood glucose,total cholesterol,LDL,and HDL are related factors with gallstone formation.
ABSTRACT
OBJECTIVE@#To explore an efficient and automatic method for determining the anatomical landmarks of three-dimensional(3D) mandibular data, and to preliminarily evaluate the performance of the method.@*METHODS@#The CT data of 40 patients with normal craniofacial morphology were collected (among them, 30 cases were used to establish the 3D mandibular average model, and 10 cases were used as test datasets to validate the performance of this method in determining the mandibular landmarks), and the 3D mandibular data were reconstructed in Mimics software. Among the 40 cases of mandibular data after the 3D reconstruction, 30 cases that were more similar to the mean value of Chinese mandibular features were selected, and the size of the mandibular data of 30 cases was normalized based on the Procrustes analysis algorithm in MATLAB software. Then, in the Geomagic Wrap software, the 3D mandibular average shape model of the above 30 mandibular data was constructed. Through symmetry processing, curvature sampling, index marking and other processing procedures, a 3D mandible structured template with 18 996 semi-landmarks and 19 indexed mandibular anatomical landmarks were constructed. The open source non-rigid registration algorithm program Meshmonk was used to match the 3D mandible template constructed above with the tested patient's 3D mandible data through non-rigid deformation, and 19 anatomical landmark positions of the patient's 3D mandible data were obtained. The accuracy of the research method was evaluated by comparing the distance error of the landmarks manually marked by stomatological experts with the landmarks marked by the method of this research.@*RESULTS@#The method of this study was applied to the data of 10 patients with normal mandibular morphology. The average distance error of 19 landmarks was 1.42 mm, of which the minimum errors were the apex of the coracoid process [right: (1.01±0.44) mm; left: (0.56±0.14) mm] and maximum errors were the anterior edge of the lowest point of anterior ramus [right: (2.52±0.95) mm; left: (2.57±1.10) mm], the average distance error of the midline landmarks was (1.15±0.60) mm, and the average distance error of the bilateral landmarks was (1.51±0.67) mm.@*CONCLUSION@#The automatic determination method of 3D mandibular anatomical landmarks based on 3D mandibular average shape model and non-rigid registration algorithm established in this study can effectively improve the efficiency of automatic labeling of 3D mandibular data features. The automatic determination of anatomical landmarks can basically meet the needs of oral clinical applications, and the labeling effect of deformed mandible data needs to be further tested.
Subject(s)
Humans , Imaging, Three-Dimensional/methods , Mandible/diagnostic imaging , Software , Algorithms , Anatomic Landmarks/anatomy & histologyABSTRACT
Objective: To provide a new solution for the digital design of nasal prostheses, this study explores the three-dimensional (3D) facial morphology completion method for external nasal defects based on the non-rigid registration process of 3D face template. Methods: A total of 20 male patients with tooth defect and dentition defect who visited the Department of Prosthodontics, Peking University School and Hospital of Stomatology from June to December 2022 were selected, age 18-45 years old. The original 3D facial data of patients were collected, and the 3D facial data of the external nose defect was constructed in Geomagic Wrap 2021 software. Using the structured 3D face template data constructed in the previous research of the research group, the 3D face template was deformed and registered to the 3D facial data of external nose defect (based on the morphology of non-defective area) by non-rigid registration algorithm (MeshMonk program), and the personalized deformed data of the 3D face template was obtained, as the complemented facial 3D data. Based on the defect boundary of the 3D facial data of the external nose defect, the complemented external nose 3D data can be cut out from the complemented facial 3D data. Then the nasofacial angle and nasolabial angle of the complemented facial 3D data and the original 3D facial data was compared and analyzed, the ratio between the nose length and mid-face height, nose width and medial canthal distance of the complemented facial 3D data was measured, the edge fit between the edge curve of the complemented external nose 3D data and the defect edge curve of the 3D facial data of external nose defect was evaluated, and the morphological difference of the nose between the complemented external nose 3D data and the original 3D facial data was analyzed. Results: There was no significant statistically difference (t=-0.23, P=0.823; Z=-1.72, P=0.086) in the nasofacial angle (28.2°±2.9°, 28.4°±3.5° respectively) and nasolabial angle [95.4°(19.2°), 99.9°(9.5°) respectively] between the 20 original 3D facial data and the complemented facial 3D data. The value of the ratio of nose length to mid-face height in the complemented facial 3D data was 0.63±0.03, and the value of the ratio of nose width to medial canthal distance was 1.07±0.08. The curve deviation (root mean square value) between the edge curve of the complemented external nose 3D data and the defect edge curve of the 3D facial data of external nose defect was (0.37±0.09) mm, the maximum deviation was (1.14±0.32) mm, and the proportion of the curve deviation value within±1 mm was (97±3)%. The distance of corresponding nose landmarks between the complemented facial 3D data and the original 3D facial data were respectively, Nasion: [1.52(1.92)] mm; Pronasale: (3.27±1.21) mm; Subnasale: (1.99±1.09) mm; Right Alare: (2.64±1.34) mm; Left Alare: (2.42± 1.38) mm. Conclusions: The method of 3D facial morphology completion of external nose defect proposed in this study has good feasibility. The constructed complemented external nose 3D data has good facial coordination and edge fit, and the morphology is close to the nose morphology of the original 3D facial data.
ABSTRACT
Objective: To explore a method for digitally designing and fabricating a sequential tooth-sectioning guide that can assist in the extraction of mandibular horizontal impacted third molars, preliminarily evaluate its feasibility and provide a reference for clinical application. Methods: Twenty patients with mandibular low level impacted third molars who visited the Department of General Dentistry, Peking University School and Hospital of Stomatology from March 2021 to January 2022 were selected. Cone-beam CT showed direct contact between the roots and mandibular canal, and full range impressions of the patients' intraoral teeth were taken and optical scans of the dental model were performed. The patients' cone-beam CT data and optical scan data were reconstructed in three dimensions, anatomical structure extraction, registration fusion, and the design of the structure of the guide (including crown-sectioning guide and root-sectioning guide) by Mimics 24.0, Geomagic Wrap 2021, and Magics 21.0 software, and then the titanium guide was three dimension printed, and the guide was tried on the dental model. After confirmation, the guide was used to assist the dentist in the operation. We observed whether the guide was in place, the number of tooth splitting, the matching of tooth splitting with the preoperative design, the operation time, and whether there were any complications. Results: In this study, 20 sectioning guides were successfully printed, all of them were well fitted in the patients' mouth, the average number of section was 3.4 times, the tooth parts was better matched with the preoperative design, and the average operative time of the guides was (29.2±9.8) minutes without complications such as perforation of the bone cortex. Conclusions: The use of sequential sectioning guides to assist in the extraction of mandibular impacted third molars was initially validated to accurately replicate the preoperative sectioning design, and is expected to provide a digital solution to improve surgical precision and ensure safety. Further studies with larger sample sizes are needed to evaluate its accuracy and safety.
ABSTRACT
Objective: To explore an automatic landmarking method for anatomical landmarks in the three-dimensional (3D) data of the maxillary complex and preliminarily evaluate its reproducibility and accuracy. Methods: From June 2021 to December 2022, spiral CT data of 31 patients with relatively normal craniofacial morphology were selected from those who visited the Department of Oral and Maxillofacial Surgery, Peking University School and Hospital of Stomatology. The sample included 15 males and 16 females, with the age of (33.3±8.3) years. The maxillary complex was reconstructed in 3D using Mimics software, and the resulting 3D data of the maxillary complex was mesh-refined using Geomagic software. Two attending physicians and one associate chief physician manually landmarked the 31 maxillary complex datasets, determining 24 anatomical landmarks. The average values of the three expert landmarking results were used as the expert-defined landmarks. One case that conformed to the average 3D morphological characteristics of healthy individuals' craniofacial bones was selected as the template data, while the remaining 30 cases were used as target data. The open-source MeshMonk program (a non-rigid registration algorithm) was used to perform an initial alignment of the template and target data based on 4 landmarks (nasion, left and right zygomatic arch prominence, and anterior nasal spine). The template data was then deformed to the shape of the target data using a non-rigid registration algorithm, resulting in the deformed template data. Based on the unchanged index property of homonymous landmarks before and after deformation of the template data, the coordinates of each landmark in the deformed template data were automatically retrieved as the automatic landmarking coordinates of the homonymous landmarks in the target data, thus completing the automatic landmarking process. The automatic landmarking process for the 30 target data was repeated three times. The root-mean-square distance (RMSD) of the dense corresponding point pairs (approximately 25 000 pairs) between the deformed template data and the target data was calculated as the deformation error of the non-rigid registration algorithm, and the intra-class correlation coefficient (ICC) of the deformation error in the three repetitions was analyzed. The linear distances between the automatic landmarking results and the expert-defined landmarks for the 24 anatomical landmarks were calculated as the automatic landmarking errors, and the ICC values of the 3D coordinates in the three automatic landmarking repetitions were analyzed. Results: The average three-dimensional deviation (RMSD) between the deformed template data and the corresponding target data for the 30 cases was (0.70±0.09) mm, with an ICC value of 1.00 for the deformation error in the three repetitions of the non-rigid registration algorithm. The average automatic landmarking error for the 24 anatomical landmarks was (1.86±0.30) mm, with the smallest error at the anterior nasal spine (0.65±0.24) mm and the largest error at the left oribital (3.27±2.28) mm. The ICC values for the 3D coordinates in the three automatic landmarking repetitions were all 1.00. Conclusions: This study established an automatic landmarking method for three-dimensional data of the maxillary complex based on a non-rigid registration algorithm. The accuracy and repeatability of this method for landmarking normal maxillary complex 3D data were relatively good.
Subject(s)
Male , Female , Humans , Adult , Imaging, Three-Dimensional/methods , Reproducibility of Results , Algorithms , Software , Tomography, Spiral Computed , Anatomic Landmarks/anatomy & histologyABSTRACT
Objective:To analyze the safety and efficacy of G-iliac? iliac branch device (IBD) in the treatment of common iliac artery aneurysm.Methods:The clinical data of 7 patients with common iliac artery aneurysm who were treated with G-iliac? IBD and internal iliac artery (IIA) preserved were retrospectively analyzed in the Department of Vascular Surgery, Beijing Friendship Hospital, Capital Medical University from June 2021 to June 2022, and the surgical effects and related complications were analyzed.Results:All 7 patients were male, aged from 57 to 80 years, with an average age of 70.9 years. There were 6 cases of abdominal aortic aneurysm combined with common iliac artery aneurysm and 1 case of simple common iliac artery aneurysm, all of them were successfully applied with G-iliac? IBD to preserve IIA. Cardiogenic shock occurred in 1 patient after the operation. 7 patients were followed up for 3-15 months, with an average of 8 months. During the follow-up period, the iliac artery and IIA stents were all patency, and there was no IBD-related endoleak, stent displacement, buttock claudication, sexual dysfunction, or aortic-related death. The diameter of abdominal aortic aneurysm and common iliac artery aneurysm were stable.Conclusion:For patients with common iliac artery aneurysm, preservation of IIA with G-iliac? IBD is a safe and effective technique with a high technical success rate and IIA patency rate, and has a low complication rate, but the long-term effect still requires more data and longer follow-up data to support.
ABSTRACT
Objective:To explore the clinical observation of Xiaozhang Plaster for external use in the treatment of postprandial discomfort syndrome of qi stagnation functional dyspepsia.Methods:Randomized controlled trial. From January 2019 to January 2022, 128 patients with postprandial discomfort syndrome of functional dyspepsia of qi stagnation type in our hospital were selected and divided into two groups by random number table, with 64 cases in each group. Both groups were orally treated with mosapride citrate tablets. On this basis, the treatment group was combined with external use of Xiaozhang Plaster, and the control group was combined with placebo patch. Both groups were treated for 2 weeks. Traditional Chinese Medicine syndrome score, symptom severity and attack frequency score were performed before and after treatment. The quality of life of the patients was assessed with SF-36 Short-form health survey-36 (SF-36), anxiety and depression were assessed with Hospital Anxiety and Depression Scale (HADS), and the growth hormone releasing peptide (Ghrelin), calcitonin gene-related peptide (CGRP) The levels of gastrin 17 (G-17), pepsinogen I (PG I) and pepsinogen Ⅱ (PG Ⅱ) levels were observed by ELISA, and clinical efficacy was evaluated.Results:The total effective rate was 96.88% (62/64) in the treatment group and 81.25% (52/64) in the control group. The difference between the two groups was statistically significant ( χ2=8.02, P<0.05). After treatment, the score and total score of epigastric distension, epigastric distension and pain, fullness of both flanks, loss of appetite in the treatment group were significantly lower than those in the control group ( t=38.43, 32.39, 38.43, 32.87, 33.74, P<0.01), the score of symptom severity and attack frequency were significantly lower than those in the control group ( t=61.42, 33.46, P<0.01), and the score of SF-36 was significantly higher than that in the control group ( t=8.26, P<0.01); The score of HADS was significantly lower than that of the control group ( t=38.06, P<0.01). After treatment, the levels of CGRP and G-17 in the treatment group were significantly lower than those in the control group ( t values were 6.22, 29.51, P<0.01), the level of Ghrelin, and the levels of PG Ⅰ, PG Ⅱ were significantly higher than those in the control group ( t=23.85, 13.26, 19.53, P<0.01). Conclusion:On the basis of basic drug treatment, the application of Xiaozhang Plaster for external use to intervene patients with postprandial discomfort syndrome of qi stagnation functional dyspepsia can improve the quality of life, gastrointestinal hormones, anxiety and depression symptoms, and the effect is remarkable.
ABSTRACT
During coronavirus disease 2019 epidemic, the treatment of severe trauma has been impacted. The Consensus on emergency surgery and infection prevention and control for severe trauma patients with 2019 novel corona virus pneumonia was published online on February 12, 2020, providing a strong guidance for the emergency treatment of severe trauma and the self-protection of medical staffs in the early stage of the epidemic. With the Joint Prevention and Control Mechanism of the State Council renaming "novel coronavirus pneumonia" to "novel coronavirus infection" and the infection being managed with measures against class B infectious diseases since January 8, 2023, the consensus published in 2020 is no longer applicable to the emergency treatment of severe trauma in the new stage of epidemic prevention and control. In this context, led by the Chinese Traumatology Association, Chinese Trauma Surgeon Association, Trauma Medicine Branch of Chinese International Exchange and Promotive Association for Medical and Health Care, and Editorial Board of Chinese Journal of Traumatology, the Chinese expert consensus on emergency surgery for severe trauma and infection prevention during coronavirus disease 2019 epidemic ( version 2023) is formulated to ensure the effectiveness and safety in the treatment of severe trauma in the new stage. Based on the policy of the Joint Prevention and Control Mechanism of the State Council and by using evidence-based medical evidence as well as Delphi expert consultation and voting, 16 recommendations are put forward from the four aspects of the related definitions, infection prevention, preoperative assessment and preparation, emergency operation and postoperative management, hoping to provide a reference for severe trauma care in the new stage of the epidemic prevention and control.
ABSTRACT
Objective:To compare the predictive performance of different machine learning models using pre-hospital data to predict adverse inhospital outcome in patients with severe trauma.Methods:A retrospective cohort study was conducted to analyze the clinical data of 100 135 patients with severe trauma from the National Trauma Data Bank (NTDB) from January 2017 to December 2018. There were 69 644 males and 30 480 females apart from 11 patients with missing gender information, with the range age of 16-89 years [(50.1±21.1)years]. Clinical characteristics included demographic information (sex and age), trauma type (blunt or penetrating trauma), pre-hospital time [emergency medical services (EMS) response time, EMS scene time, and EMS transport time], pre-hospital vital signs (systolic blood pressure, pulse rate, respiratory rate, and oxygen saturation), trauma score [Glasgow coma score (GCS) and injury severity score (ISS)]. The original data were divided into the training set (in the year 2017) and the testing set (in the year 2018) according to the year of admission, including 50 429 patients in the training set and 49 706 patients in the testing set. The patients were classified into non-adverse outcome group ( n=94 526) and adverse outcome group ( n=5 609), according to whether they had an adverse outcome or not. There were 2 808 patients with adverse outcome in the training set and 2 801 patients with adverse outcome in the testing set. All models were built based on the training set. Eight machine learning algorithms consisting of neural network (NNET), naive Bayes (NB), gradient boosting machine (GBM), adaptive boosting (Ada), random forest (RF), bagging tree (BT), categorical boosting (CatBoost) and extreme gradient boosting (XGB) were used to construct prediction models for clinical outcomes among patients with severe trauma based on their clinical features. Models were evaluated according to the sensitivity, specificity, area under the receiver operating characteristic (ROC) curve (AUC) and Hosmer-Lemeshow goodness-of-fit test. Results:Of the NNET, NB, GBM, Ada, RF, BT, CatBoost and XGB models in the testing set, the sensitivity was 0.84, 0.83, 0.27, 0.79, 0.83, 0.81, 0.62 and 0.78, respectively; the specificity was 0.79, 0.76, 0.81, 0.79, 0.79, 0.74, 0.83 and 0.79, respectively; the AUC was 0.89 (95% CI 0.88, 0.90), 0.86 (95% CI 0.85, 0.87), 0.54 (95% CI 0.53, 0.55), 0.86 (95% CI 0.85, 0.87), 0.88 (95% CI 0.88, 0.90), 0.83 (95% CI 0.82, 0.85), 0.77 (95% CI 0.76, 0.79) and 0.86 (95% CI 0.85, 0.87), respectively. The NNET model had the best differentiation. In terms of calibration degree, both NNET and NB showed good performance ( P>0.05 for Hosmer-Lemeshow goodness-of-fit test). Conclusion:The NNET model has a favorable predictive performance for adverse inhospital outcome in patients with severe trauma, which may provide a reference for the rapid prediction of prognosis in patients with severe trauma.
ABSTRACT
Objective:To explore the pathogenesis of gallbladder cholesteryl polyps (GCP) and gallbladder cholesterol calculus (GCC) by studying the different changes of mucin (MUC) expression and reverse cholesterol transporter (RCT) in gallbladder mucosa epithelium.Methods:The data of 10 GCP patients (GCP group), 10 GCC patients (GCC group) and 5 patients with normal gallbladder resection (control group) were retrospectively analyzed, who underwent cholecystectomy in the Department of General Surgery, Xuanwu Hospital, Capital Medical University from January to December 2021. Among the 10 patients in the GCP group, there were 5 males and 5 females, aged (43.40±9.59) years old. Among the 10 patients in the GCC group, 5 males and 5 female, aged (45.00±8.13) years old. Among the 5 patients in the control group, there were 3 males and 2 females, aged (43.80±6.01) years old. Immunohistochemical analysis was used to investigate the expression differences of various subtypes of MUC and RCT [ATP binding cassette transporter G1 (ABCG1) and B group type I scavenger receptor (SR-BI)] among each group.Results:Compared with the control group, the expression of MUC1 (3.40±0.70 vs. 0), MUC5AC (1.50±0.53 vs. 0), MUC6 (4.70±0.48 vs. 0), and ABCG1 (3.50±0.53 vs. 1.60±0.55) in the gallbladder mucosa of the GCP group increased, while the expression score of SR-BI decreased (1.70±0.48 vs. 3.40±0.55), with statistical significance (all P<0.001). Compared with the control group, the expression of MUC1 (4.80±0.42 vs. 0), MUC5AC (4.70±0.48 vs. 0), MUC6 (3.30±0.67 vs. 0), and ABCG1 (3.40±0.52 vs. 1.60±0.55) in the gallbladder mucosa of the GCC group increased, while the expression score of SR-BI decreased (0 vs. 3.40±0.55), with statistically significant differences (all P<0.001). Conclusion:The different expression levels of MUC1, MUC5AC, MUC6, and RCT proteins lead to the differential formation of GCP and GCC on the basis of the co-pathogenesis in high cholesterol in bile.
ABSTRACT
Chronic noncommunicable diseases are heavily burdened in China. In recent years, the digital health has developed rapidly in the medical and health industry, which provides new ways for the prevention, control and management of chronic diseases. The application of digital health includes the electronic health records, remote diagnosis and treatment, monitoring and management of the health status, the development of digital medicine and the digital medical insurance. This article reviews the connotation of digital health and its main applications in the prevention, control and management of chronic diseases, and also discusses the future directions and challenges of digital health.
ABSTRACT
Objective:To evaluate the efficacy and safety of vedolizumab (VDZ) in the treatment of active ulcerative colitis (UC).Methods:From November 1, 2020 to October 30, 2022, at the Department of Gastroenterology, the Sixth Affiliated Hospital of Sun Yat-sen University, 81 UC patients who received VDZ treatment and completed a 14-week follow-up were retrospectively selected. The clinical data of patients, including age, disease duration, disease activity of UC were collected. The VDZ efficacy evaluation included primary and secondary efficacy indicators. The primary efficacy indicator was the clinical remission rate after 14 weeks of VDZ treatment, and the secondary efficacy indicators included the clinical response rate, steroids-free remission rate, endoscopic remission rate after 14 weeks of treatment as well as the clinical response rate, clinical remission rate, steroids-free remission rate, secondary loss of response rate after 52 weeks of treatment. The adverse reactions during the treatment were recored. Taking clinical remission after 14 weeks of treatment as the dependent variable, univariate analysis was performed to identify the risk factors affecting clinical remission of VDZ. Binary logistic regression analysis was used for multivariate analysis to determine the independent risk factors of VDZ-included clinical remission. Chi-square test and Wilcoxon signed-rank test were used for statistical analysis.Results:Among the 81 UC patients, the age was 40.0 years old (29.0 years old, 53.5 years old) and the disease duration was 42.5 months (22.5 months, 94.7 months). The proportion of patients with mild active UC was 21.0% (17/81), the proportion of patients with moderate active UC was 64.2% (52/81), and the proportion of patients with severe active UC was 14.8% (12/81). After 14 weeks of treatment, the total Mayo score decreased from baseline level of 7.0 (6.0, 9.0) to 1.0 (0.0, 3.0), and the difference was statistically significant ( Z=-6.87, P<0.001). The clinical response rate was 84.0% (68/81) and the clinical remission rate was 69.1% (56/81) after 14 weeks of treatment. Of the 17 patients treated with combination of corticosteroid therapy, 10 achieved steroid-free remission, and the endoscopic remission rate was 34.8% (23/66). Of the 43 patients followed up to 52 weeks, the total Mayo score of UC patients decreased from baseline level of 7.0 (6.0, 9.0) to 0.0 (0.0, 1.0) after 52 weeks of treatment, and the difference was statistically significant ( Z=-3.25, P<0.001). The clinical response rate was 69.8% (30/43), and the clinical remission rate was 65.1% (28/43). Of the 13 patients treated with combination of corticosteroid therapy, 10 patients achieved steroid-free remission. The secondary loss of response rate was 15.2%(5/33) .The result of the univariate analysis showed that previous use of glucocorticoids was a risk factor of clinical remission after 14 weeks of VDZ treatment ( χ2=5.88, P=0.015). The result of multivariate logistic regression analysis showed that previous use of glucocorticoids was an independent risk factor of clinical remission after 14 weeks of VDZ treatment ( OR=3.429, 95% confidence interval 1.235 to 9.517, P=0.014). During the follow-up period, 12.3% (10/81) of patients developed Clostridium difficile infections, except for 1 case stopped VDZ treatment because the clinical response was not reached, remaining 9 cases continued VDZ treatment after received anti- Clostridium difficile treatment. Conclusion:VDZ has good clinical efficacy and safety in the treatment of Chinese UC patients, and patients with no history of glucocorticoid use may be more likely to achieve clinical remission after 14 weeks of treatment.
ABSTRACT
Multidisciplinary comprehensive treatment is the best medical model for liver cancer at present, and combined local and systemic treatment can prolong the survival period and improve the quality of life of patients. Local thermal ablation therapy represented by radiofrequency ablation has the advantages of precision and minimally invasive, easy operation, and precise efficacy, and has been increasingly widely used in the clinical application of hepatocellular carcinoma treatment. Radiofrequency ablation, as a precise and minimally invasive local thermal ablation therapy, can increase the efficacy, reduce the occurrence of complications of patients by combining with systemic therapies, such as surgery, interventional therapy, chemotherapy and targeted therapy. In this paper, the clinical application progress of radiofrequency ablation in hepatocellular carcinoma treatment is reviewed, and the combined therapeutic program of radiofrequency ablation in hepatocellular carcinoma in the era of multidisciplinary comprehensive treatment is discussed. For patients with advanced hepatocellular carcinoma, radiofrequency ablation combined with chemotherapy, targeted therapy and immunotherapy has shown good effects in the treatment, which is expected to bring more benefits to patients with advanced hepatocellular carcinoma in the future.
ABSTRACT
Depression syndromes(anxiety and depression), as typical psychological disorders, often coexist with and mutually influence coronary heart disease(CHD). They constitute a psycho-cardiology disease involving both the blood vessels of the heart and the spirit of the heart. Based on the theory of "coexistence of diseases and depression syndromes", it was proposed that CHD and depression syndromes coexisted independently and were causally related. The factors of depression syndromes go through the entire course of CHD and have different causal relationships at different stages, leading to a pathogenic process of "depression causing disease" or "disease causing depression". In the chronic latent period, phlegm predominates, with depression leading to the production of phlegm. Phlegm accumulation and Qi stagnation initiate a mutual damage process of psycho-cardiology, marking the onset of the disease. In the pathological development period, blood stasis becomes predominant. Depression leads to blood stasis, which further obstructs Qi circulation, accelerating disease progression. In the acute attack period, toxicity becomes crucial. Depression transforms into toxicity, damaging Qi and blood, disturbing the balance of the mind, and inducing a sudden and severe exacerbation of the disease. Based on this, the approach of treating phlegm and depression together, treating blood stasis and depression together, and treating toxicity and depression together by stages was established. Research has found that this approach can simultaneously improve organic damage and emotional disorders, and also has a regulating effect on micro-level syndrome indicators, achieving harmonization of psycho-cardiology in the treatment.
Subject(s)
Humans , Medicine, Chinese Traditional , Depression/diagnosis , Coronary Disease/diagnosis , Mucus , Syndrome , AnxietyABSTRACT
Oxidative stress, due to the disruption of the balance between reactive oxygen species (ROS) generation and the antioxidant defense system, plays an important role in the pathogenesis of rheumatoid arthritis (RA). Excessive ROS leads to the loss of biological molecules and cellular functions, release of many inflammatory mediators, stimulate the polarization of macrophages, and aggravate the inflammatory response, thus promoting osteoclasts and bone damage. Therefore, foreign antioxidants would effectively treat RA. Herein, ultrasmall iron-quercetin natural coordination nanoparticles (Fe-Qur NCNs) with excellent anti-inflammatory and antioxidant properties were constructed to effectively treat RA. Fe-Qur NCNs obtained by simple mixing retain the inherent ability to remove ROS of quercetin and have a better water-solubility and biocompatibility. In vitro experiments showed that Fe-Qur NCNs could effectively remove excess ROS, avoid cell apoptosis, and inhibit the polarization of inflammatory macrophages by reducing the activation of the nuclear factor-κ-gene binding (NF-κB) pathways. In vivo experiments showed that the swollen joints of mice with rheumatoid arthritis treated with Fe-Qur NCNs significantly improved, with Fe-Qur NCNs largely reducing inflammatory cell infiltration, increasing anti-inflammatory macrophage phenotypes, and thus inhibiting osteoclasts, which led to bone erosion. This study demonstrated that the new metal-natural coordination nanoparticles could be an effective therapeutic agent for the prevention of RA and other diseases associated with oxidative stress.