This study summarizes the application of automatic recognition technologies for patient-ventilator asynchrony(PVA)during mechanical ventilation.In the early stages,the method of setting rules and thresholds relied on manual interpretation of ventilator parameters and waveforms.While these methods were intuitive and easy to operate,they were relatively sensitive in threshold setting and rule selection and could not adapt well to minor changes in patient status.Subsequently,machine learning and deep learning technologies began to emerge and develop.These technologies automatically extract and learn data characteristics through algorithms,making PVA detection more robust and universal.Among them,logistic regression,support vector machines,random forest,hidden Markov models,convolutional autoencoders,long short-term memory networks,one-dimensional convolutional neural networks,etc.,have all been successfully used for PVA recognition.Despite the significant advancements in feature extraction through deep learning methods,their demand for labelled data is high,potentially consuming significant medical resources.Therefore,the combination of reinforcement learning and self-supervised learning may be a viable solution.In addition,most algorithm validations are based on a single dataset,so the need for cross-dataset validation in the future will be an important and challenging direction for development.

Objective:To investigate the advantage of three dimensional(3D)-printed tissue compensators in radiotherapy for superficial tumors at irregular sites.Methods:A subcutaneous xenograft model of prostate cancer in nude mice was established. Mice were randomly divided into no tissue compensator group( n=6), common tissue compensator group( n=6), and 3D-printed tissue compensator group( n=6). Computed tomography (CT) images of nude mice in the 3D-printed tissue compensator group were acquired. Compensator models were made using polylactic acid, and material properties were evaluated by measuring electron density. CT positioning images of the three groups after covering the corresponding tissue compensators were acquired to delineate the gross tumor volume (GTV). Nude mice in the three groups were irradiated with 6 MV X-rays at the prescribed dose. The prescribed dose for the three groups was 1 500 cGy. The dose distribution in the GTV of the three groups was calculated and compared using the analytical anisotropic algorithm in the Eclipse 13.5 treatment planning system. The metal-oxide-semiconductor field-effect transistor was used to verify the actual dose received on the skin surface of nude mice. Results:The air gap in the 3D-printed tissue compensator group and the common tissue compensator group was 0.20±0.07 and 0.37±0.07 cm 3, respectively ( t=4.02, P<0.01). For the no tissue compensator group, common tissue compensator group, and 3D-printed tissue compensator group, the D95% in the target volume was (1 188.58±92.21), (1 369.90±146.23), and (1 440.29±45.78) cGy, respectively ( F=9.49, P<0.01). D98% was (1 080.13±88.30), (1 302.76±158.43), and (1 360.23±48.71) cGy, respectively ( F=11.17, P<0.01). Dmean was (1 549.08±44.22), (1 593.05±65.40), and (1 638.87±40.83) cGy, respectively ( F=4.59, P<0.05). The measured superficial dose was (626.03±26.75), (1 259.83±71.94), and (1 435.30±67.22) cGy, respectively ( F=263.20, P<0.001). The percentage variation in tumor volume growth after radiation was not significantly different between the common tissue compensator group and the 3D-printed tissue compensator group ( P>0.05). Conclusions:3D-printed tissue compensators fit well to the body surface, which reduces air gaps, effectively increases the dose on the body surface near the target volume, and provides ideas for radiotherapy for superficial tumors at some irregular sites.

As an important part of tumor microenvironment, neutrophils are poorly understood due to their spatiotemporal heterogeneity in tumorigenesis. Here we defined, at single-cell resolution, CD44-CXCR2- neutrophils as tumor-specific neutrophils (tsNeus) in both mouse and human gastric cancer (GC). We uncovered a Hippo regulon in neutrophils with unique YAP signature genes (e.g., ICAM1, CD14, EGR1) distinct from those identified in epithelial and/or cancer cells. Importantly, knockout of YAP/TAZ in neutrophils impaired their differentiation into CD54+ tsNeus and reduced their antitumor activity, leading to accelerated GC progression. Moreover, the relative amounts of CD54+ tsNeus were found to be negatively associated with GC progression and positively associated with patient survival. Interestingly, GC patients receiving neoadjuvant chemotherapy had increased numbers of CD54+ tsNeus. Furthermore, pharmacologically enhancing YAP activity selectively activated neutrophils to suppress refractory GC, with no significant inflammation-related side effects. Thus, our work characterized tumor-specific neutrophils in GC and revealed an essential role of YAP/TAZ-CD54 axis in tsNeus, opening a new possibility to develop neutrophil-based antitumor therapeutics.
Humans ; Animals ; Mice ; Adaptor Proteins, Signal Transducing/metabolism* ; Transcription Factors/metabolism* ; Stomach Neoplasms/pathology* ; Neutrophils/pathology* ; Signal Transduction/genetics* ; YAP-Signaling Proteins ; Tumor Microenvironment ; Hyaluronan Receptors/genetics*

Objective:This paper aims to explore the management of human genetic resources in medical institutions, according to reflections of the management mode of a particular hospital, providing possible reference for other medical institutions.Methods:The management system of human genetic resources was constructed refer to the McKinsey 7S model. Approved projects information includes the types of projects, characteristics of human genetic resources involved and the characteristics of principal investigator are analyzed.Results:A total number of 82 projects were approved Since the implementation of newly updated Regulation of the People′s Republic of China on the Administration of Human Genetic Resources (hereinafter referred to as the regulations), and majority of which are drug clinical trials. The human genetic resources materials and data involved are mainly blood, urine, serum, plasma, clinical data, imaging data, etc. Most of the principal investigators with senior professional title are from key disciplines.Conclusions:McKinsey 7S model provides a new reference path for medical institutions to carry out human genetic resources management.

Objective:To investigate the correlation between MRI markers of neurodegenerative diseases and vascular diseases and pre-stroke cognitive impairment (PSCI).Methods:Patients with minor acute ischemic stroke at first onset and aged ≥60 years admitted to the Department of Neurology, the Affiliated Hospital of Yangzhou University and the Department of Neurology, Linyi Jinluo Hospital from March 2019 to December 2021 were retrospectively enrolled. The imaging markers of cerebral small vessel disease and neurodegeneration were analyzed by dichotomy visual score. The former included cerebral white matter hyperintensities, vasogenic lacunar lesions, cerebral microbleeds, and enlarged perivascular space, and the latter included global cortical atrophy and medial temporal lobe atrophy. According to the score of Information Questionnaire on Cognitive Decline in the Elderly (IQCODE), the patients were divided into PSCI group (≥3.31 points) and non-PSCI group (<3.31 points). The clinical baseline data and MRI markers of both groups were compared. Multivariate logistic regression model was used to analyze the correlation between MRI markers and PSCI, and receiver operator characteristic (ROC) curve was used to analyze the predictive value of MRI markers to PSCI. Results:A total of 221 patients were enrolled in the study, including 77 patients (34.8%) in the PSCI group and 144 (65.2%) in the non-PSCI group. Univariate analysis showed that there were significant differences in age, years of education, pathological white matter hyperintensities, medial temporal lobe atrophy, and the proportion of patients with ≥1 abnormal MRI markers between the two groups (all P<0.05). Multivariate logistic regression analysis showed that older age (odds ratio [ OR] 1.089, 95% confidence interval [ CI] 1.034-1.146; P=0.001), years of education <6 years ( OR 3.134, 95% CI 1.534-6.401; P=0.002), medial temporal lobe atrophy ( OR 2.911, 95% CI 1.385-6.121; P=0.005), and presence of ≥1 abnormal MRI markers ( OR 2.823, 95% CI 1.305-5.938; P=0.007) were the independent risk factors for PSCI. ROC curve analysis showed that the area under the curve of medial temporal lobe atrophy and the presence of ≥1 abnormal MRI markers for predicting PSCI were both smaller (0.595 and 0.584 respectively), but the area under the curve was the largest when the two and years of education were combined (0.818, 95% CI 0.756-0.880; P<0.001), and its sensitivity and specificity for predicting PSCI were 79.9% and 71.4% respectively. Conclusions:The incidence of PSCI is high. Medial temporal lobe atrophy combined with other abnormal MRI markers has a certain predictive value for PSCI.

Objective:To evaluate the effect of setup errors from daily cone-beam computed tomography (CBCT) on the accumulated dose under different image-guidance (IG) strategies, aiming to investigate the appropriate IG strategies during radiotherapy for the spine metastases.Methods:A total of 720 CBCT scans of 36 vertebral lesions were obtained. All 36 lesions were divided into the simultaneous boosting (PTV 40 Gy/20f, GTV 60 Gy/20f, n=20) and conventional radiotherapy groups (PTV 40 Gy/20f, n=16). The actual fractionated plan was recalculated simulatively after transferring the isocenter of the initial plan according to the interfraction setup error. Under no daily image-guidance (no-DIG) strategies including twice imaging guidance weekly (TIG), initial 5 days then weekly imaging guidance (5D+ WIG), WIG and no imaging guidance (NIG), the dose deviation was calculated between the delivered dose accumulated by each actual fractionated plan and the dose distribution under DIG. The tolerance of dose deviation for the target was within ±5% and the D max of the spinal cord was limited below 45 Gy. Results:Under different image-guidance strategies of TIG, 5D+ WIG, WIG and NIG, the median dose deviation was approximately ±1% for the CTV D 95% and D max of spinal cord. However, the median dose deviation was beyond -5% for the PTV D 95% when conventional radiotherapy was given. The median dose deviation was approximately 10% for the D max of spinal cord and the proportion of cases whose maximum irradiated dose of spinal cord was more than 4500 cGy was ≥70%. Also, the median dose deviation was beyond -5% for the GTV D 95% and PTV D 95% when simultaneous boosting was delivered. Conclusions:Because the dose deviation of CTV and spinal cord is within the tolerance limit, the image-guidance strategies could be chosen according to the clinical practice when conventional radiotherapy is delivered. However, the dose deviation of spinal cord, GTV and PTV exceeds the tolerance limit under no-DIG strategies when simultaneous boosting is delivered. Hence, it is necessary to perform daily IGRT for the spine metastases.

Children have unique physiological and pathological characteristics, and their various system diseases are closely related to immune function, such as respiratory system, digestive system, nervous system, endocrine system, etc. These correlations are directly or indirectly related to the intestinal micro-ecosystem. In recent years, more and more study results show that as a major component of the human micro-ecosystem, the intestinal micro-ecosystem plays a decisive role in the important physiological functions of children such as immunity, metabolism, nutrition, etc. Children's intestinal micro-ecosystem is also associated with the treatment and prognosis of infectious diseases, chronic intestinal inflammatory diseases, allergic diseases, autoimmune diseases and metabolic diseases. In this paper, the related research of intestinal micro-ecology and some common diseases in pediatrics were summarized and discussed, the correlation between intestinal micro-ecology and pediatric diseases were deeply analyzed, in order to further understand the potential pathogenesis of pediatric diseases, and to provide new ideas for guiding the clinical treatment and long-term rehabilitation.

We analyzed the data of application and funding projects of the National Natural Science Foundation of China (NSFC) during 2010-2016 in the field of burns and plastic surgery and summarized the NSFC funding pattern, the research hotspots, and weaknesses in this field. The NSFC has funded 460 projects in the field of burns and plastic surgery, with total funding of RMB 227.96 million. The scientific issues involved in the funding projects include orthotherapy against malformations, wound repair, basic research of burns, skin grafting, scars prevention, and regeneration of hair follicle and sweat glands. The research techniques involved in the funding projects are diversified. NSFC plays an important role in the scientific research and talents training in the field of burns and plastic surgery.

BACKGROUNDOptic neuritis (ON) is often the first symptom of multiple sclerosis (MS) and neuromyelitis optica (NMO) while there has been very little research reported on ON combined with Sjögren's syndrome (SS). The aim of this study is to provide different treatments and services for and NMO patients combined with SS.

METHODSTwenty-seven patients with ON combined SS were divided into two groups: corticosteroid group (C group, methylprednisolone sodium succinate, 14 patients) and corticosteroid+ immunosuppressant group (C+I group, leflunomide, 13 patients). ON relapse times in 1 year after treatment, number of patients who relapsed to NMO/MS in 1 years, visual acuity and retina nerve fiber layer (RNFL) thickness were measured. Mann Whitney-Wilcoxon test was used to compare continuous variables and Chi-square test or Fisher's exact test was to compare proportions.

RESULTSON combined with SS patients had higher incidence rates in middle-aged women who have binocular damage and heavier visual function damage or when there is an easy relapse, and the patients are often hormone dependent. The patients are more likely anti-aquaporin-4 IgG seropositive (70.4%). They are liable to form a centrocecal scotoma and tubular vision. The times of relapse decreased in patients who used immunosuppressant, and a significant difference was found between immunosuppressant and non-immunosuppressant groups in visual acuity recovery during 6-month follow-up period (P < 0.05); however, the RNFL thickness at the four quadrants was not significantly different.

CONCLUSIONSThe effect of immunosuppressant plus corticosteroid on the early onset of ON combined with SS was to provide ON remedy and to prevent recurrence in clinics. This study provides a significant reference for the prevention and treatment of ON on the basis of immunosuppressant and corticosteroid.

Adolescent ; Adrenal Cortex Hormones ; therapeutic use ; Adult ; Aged ; Female ; Humans ; Immunosuppressive Agents ; therapeutic use ; Magnetic Resonance Imaging ; Male ; Methylprednisolone Hemisuccinate ; therapeutic use ; Middle Aged ; Optic Neuritis ; drug therapy ; Sjogren's Syndrome ; drug therapy ; Visual Acuity ; drug effects ; Young Adult

Objective To investigate the incidence and relevant factors of upper gastrointestinal bleeding(UGB)in patients with coronary heart disease(CHD)undergoing dual antiplatelet therapy(DAT)with aspirin plus clopidogrel.Methods A total of 391 CHD patients treated with aspirin plus clopidogrel (DAT group)and 502 control CHD patients receiving single antiplatelet therapy(SAT)with aspirin or clopidogrel(SAT group)were enrolled.The incidence and relevant factors associated with UGB were retrospectively analyzed in both groups of patients.Data were analyzed with Chi-square test and logistic regression by using SAS software version 9.0.Results The incidence of UGB in DAT group was significantly higher compared with SAT group(7.1％ vs.3.4％,P ＜ 0.01).The factors,including DAT,age over 65 years,medication duration over 3 months and previous digestive diseases increased the risk of UGB in CHD patients(P ＜ 0.05),while the use of PPIs(proton-pump inhibitors)or gastric mucosal protectives lowered the risk of UGB(OR:0.415,95％ CI 0.226 ～ 0.762,P =0.0035).Conclusions DAT can significantly increase the risk of UGB.UGB can be increased in elderly CHD patients and those with long-term medication and previous digestive diseases.Utility of PPIs or gastric mucosal protectives can effectively lower the incidence of UGB.