In the past 20 years,the development of artificial intelligence has made rapid progress,and it is increasingly applied in the medical field,including medical image-assisted diagnosis and treatment,health management,disease risk prediction and so on.In this paper,the application status of artificial intelligence-assisted detection and diagnosis system based on deep learning in anorectal diseases is summarized,and the new methods related to the diagnosis and treatment of anorectal diseases at home and abroad are summarized.It mainly reviews the research progress of artificial intelligence technology in the diagnosis and treatment of anal fistula,perianal abscess,hemorrhoids and other anorectal diseases.

Objective To observe the effects of Daizong Prescription on glycogen metabolism in adipose tissue of obese mice;To explore its regulatory mechanism in activating browning in the white adipose tissue.Methods A obesity model was established by feeding high-fat diet to C57BL/6J mice.The obese mice were divided into model group,metformin group(0.15 g/kg),and Daizong Prescription low-(0.20 g/kg)and high-dosage(0.40 g/kg)groups.Mice fed a standard diet were set as the normal group,with 12 mice in each group.Each medication group was given corresponding drugs by gavage for 6 consecutive weeks.Body mass and fasting blood glucose were monitored,serum triglycerides(TG),total cholesterol(TC),high-density lipoprotein cholesterol(HDL-C),and low-density lipoprotein cholesterol(LDL-C)contents were measured.Brown adipose tissue from the interscapular region and white adipose tissue from the inguinal,perirenal and epididymal region were collected,the adipose tissue mass was measured,and the body fat coefficient was calculated.HE staining was performed to observe morphological changes in adipose tissue,PAS staining was used to observe glycogen distribution in adipose tissue,immunohistochemistry staining was performed to detect the expressions of Gys2,Ppp1r3c,and GSK-3β in inguinal white adipose tissue.Results Compared with the normal group,the body mass and fasting blood glucose in different time points of the model group significant increase(P<0.05,P<0.01),and serum TC and HDL-C contents significantly increased(P<0.01);the mass and body fat coefficient of white adipose tissue in inguinal,perirenal,and epididymis significantly increased(P<0.01),the cells in white adipose tissue in inguinal were hypertrophic and appeared as large vacuoles,with less glycogen accumulation,the expressions of Gys2 and Ppp1r3c significantly decreased(P<0.01).Compared with the model group,the mice in Daizong Prescription high-dosage group showed a significant decrease in body mass and fasting blood glucose at 4 and 6 weeks of administration(P<0.05,P<0.01),and the contents of serum TG,TC,HDL-C,and LDL-C were significantly decreased(P<0.01);the mass and body fat coefficient in white adipose tissue of perirenal and epididymal significantly decreased(P<0.05,P<0.01),and the mass of inguinal white adipose tissue significantly decreased(P<0.05),multiple irregularly shaped small vacuoles could be seen in inguinal white adipose tissue,accompanied by nuclear aggregation and increased glycogen accumulation,the expressions of Gys2 and Ppp1r3c significantly increased(P<0.01).There was no significant difference in the expression of GSK-3β inguinal white adipose tissue of mice among the groups.Conclusion Daizong Prescription can increase the activity of Gys2 by upregulating the expression of Ppp1r3c,promote glycogen synthesis,induce browning of adipose tissue,increase fat heat production,and improve obesity and related disorders of glycolipid metabolism.

Objective:To compare esketamine versus dexmedetomidine in improving the adverse mood after cesarean section.Methods:One hundred and fourteen pregnant women undergoing elective cesarean section, aged 20-45 yr, with body mass index≤33 kg/m 2, of American Society of Anesthesiologists Physical Status classification Ⅱ or Ⅲ, were divided into 3 groups ( n=38 each) by the random number table method: esketamine group (group S), dexmedetomidine group (group D) and control group (group C). After delivery, esketamine was intravenously injected as a bolus of 0.3 mg/kg, followed by an infusion of 0.3 mg·kg -1·h -1 throughout the surgery in group S, dexmedetomidine was intravenously injected as a bolus of 0.6 μg/kg, followed by an infusion of 0.6 μg·kg -1·h -1 throughout the surgery in group D, while the equal volume of normal saline was given instead, followed by an infusion of 14 ml/h throughout the surgery in group C. Patient-controlled intravenous analgesia was performed after the end of surgery. Esketamine 50 mg, sufentanil 50 μg and ondansetron 8 mg were given in group S, dexmedetomidine 200 μg, sufentanil 50 μg and ondansetron 8 mg were given in group D, while sufentanil 50 μg and ondansetron 8 mg were given in group C. When the visual analog scale score ≥4 within 48 h after operation, flurbiprofen axidate was intravenously injected as a rescue analgesic. Self-rating Anxiety Scale (SAS) scores and Edinburgh Postnatal Depression Scale (EPDS) scores were assessed at 1 day before surgery and 2 and 7 days after surgery. Serum levels of brain-derived neurotrophic factor (BDNF) were measured by enzyme-linked immunosorbent assay at 1 day before surgery and 2 days after surgery. The effective pressing times of patient-controlled analgesia (PCA) and requirement for rescue analgesia after operation were recorded. The occurrence of adverse reactions during operation and within 48 h after operation was also recorded. Results:Compared with group C, SAS scores and EPDS scores were significantly decreased at 2 and 7 days after surgery, serum BDNF concentrations were increased at 2 days after surgery, the effective pressing times of PCA were reduced, the requirement for rescue analgesia was decreased, and the incidence of intraoperative nausea and vomiting was reduced in S and D groups ( P<0.05). Compared with group D, SAS scores and EPDS scores were significantly decreased at 7 days after surgery, the effective pressing times of PCA were reduced ( P<0.05), and no significant change was found in serum BDNF concentrations at 2 days after surgery and requirement for rescue analgesia in group S ( P>0.05). The incidence of dreaminess was significantly higher in group S than in group C and group D ( P<0.05). Conclusions:Esketamine is better than dexmedetomidine in improving the adverse mood after cesarean section.

This study was designed to investigate the effects of TNFSF14 on mitochondrial function in ischemia/reperfusion-induced acute kidney injury(I/R-AKI)and its mechanism.TNFSF14-/-and TNFSF14+/+mice underwent renal ischemia-reperfusion operation to establish I/R-AKI models,and their histopathology changes were compared by using Periodic Acid-Schiff stain,transmission electron microscopy.Immunohistochemistry(IHC)was used to detect levels of TNFSF14,HVEM,LT[3R,mitochondrial activity related proteins(Dpr1 and Mfn2)and inflammatory cells infiltration in kidney tissues of mice and relevant patients.In vitro cell experiments,immunofluorescence and immunoblotting were used to observe the effects of exogenous recombinant TNFSF14 factor on the damage and mitochondrial activity of renal tubular epithelial cell line HK-2 cells.Data showed that the expression of TNFSF14 and its receptors were significantly increased in kidney tissues of I/R-AKI mice and clinical human renal tissues of acute tubular injury.Compared with the sham group,I/R mice showed significantly higher levels of renal tubular injury score,inflammatory cells infiltration,cell apoptosis,mitochondrial damage,and Drp1 expression,while knocking out the TNFSF14 gene,the above indicators were significantly reduced.In vitro,exogenous TNFSF14 stimulation could aggravate the hypoxia-induced apoptosis and the decrease of mitochondrial membrane potential in HK-2 cells,while increasing phosphorylation of Drp1 at Se616 to promote its transfer from cytoplasm to mitochondria,leading to an abnormal increase in mitochondrial fission.In conclusions,TNFSF14 may mediate the pathological process of I/R-AKI by promoting mitochondrial damage.

Objective:To summarize the imaging characteristics of primary intestinal lymphoma (PIL).Methods:As a cross-sectional study, a total of 103 consecutive patients diagnosed as PIL by pathology were retrospectively enrolled at Affiliated Shandong Provincial Hospital of Shandong First Medical University between January 2013 to December 2023. Ninety-four patients underwent CT plain and enhanced scans, and the remaining 9 patients only underwent MRI examination. Imaging features were evaluated, including the location and shape of the tumor, the shape of the intestinal wall and lumen, abdominal lymph nodes, the density or signal intensity of the tumor, and the degree and mode of enhancement after the enhancement scan.Results:The most frequent location of PIL was the ileum (43.7%, 45/103), followed by the ascending colon (20.4%, 21/103). Ninety-one patients had a single lesion (88.3%), while the other 12 patients had multiple lesions (11.7%). Diffuse large B-cell lymphoma was the most common histopathological type of the PIL (65.0%, 67/103), followed by mucosa-associated lymphoid tissue lymphoma (9.7%, 10/103). Generally, PIL classically presented intestinal wall thickening (81.6%, 84/103) and exophytic mass (28.2%, 29/103). Aneurysmal dilatation of the lumen appeared in 19 patients. Nineteen tumors (18.4%) grew out of the lumen, and perforation was shown in 3 patients. Bulky mesenteric or retroperitoneal adenopathy occurred in 28 patients (27.2%). Seventy-two tumors (69.9%) showed homogeneous enhancement, and 75 (72.8%) showed mild-to-moderate enhancement. In DWI images, all 9 tumors showed significant diffusion limitation.Conclusions:The most frequent location of PIL was the ileum. The main imaging characteristics were segmental intestinal wall thickening, which showed mild-to-moderate homogeneous enhancement and restricted diffusion.

Objective To investigate the difference of electrocardiographic(ECG)features between total left main artery(LM)occlusion and subtotal occlusion,and analyze risk factors of in-hospital mortality.Methods A total of 94 patients with left main complete occlusion and 99 patients with subtotal occlusion were included.ECG characteristics,coronary angiography and other clinical data were compared,and factors of hospital death were analyzed.The receiver operating characteristics(ROC)curve was used to analyze the predictive value of ECG characteristics in hospital death risk in patients with LM occlusion.The relationship between ECG characteristics,shock and collateral circulation were analyzed in patients with LM occlusion.Results Compared with the subtotal occlusion group,patients with LM occlusion presented with more ST-segment elevation(STE)in Ⅰ,avL,V2-V5,more STE in avR and avL,more left anterior fascicular block+right bundle branch block,prolonged QRS duration,less STE in avR and less STE in avR+V1.The in-hospital mortality was 46.8%(44/94)in LM occlusion and 14.1%(14/99)in LM subtotal occlusion.STE in avR+avL predicted total LM occlusion with a specificity of 0.97,and left anterior branch+right bundle branch block predicted total LM occlusion with a specificity of 1.00.In patients with total LM occlusion,STE in Ⅰ,avL,V2-V5,prolongation of QRS duration,shock,no collateral circulation,STE in Ⅰ,avL,V2-V5 combined with left anterior fascicular block+right bundle branch block,and STE in Ⅰ,avL,V2-V5 combined with shock predicted in-hospital mortality,with the area under the curve of 0.716,0.619,0.766,0.688,0.572,0.785,respectively.The diagnostic specificity of STE in Ⅰ,avL,V2-V5 combined with shock was 0.82,and the sensitivity was 0.75.STE in Ⅰ,avL,V2-V5 combined with left anterior fascicular block+right bundle branch block predicted in-hospital death in LM occlusion with a specificity of 0.94.The proportion of shock was higher in patients with STE in Ⅰ,avL,V2-V5,left anterior fascicular block+right bundle branch block and collateral flow absence(P＜0.05).In patients with total occlusion,no collateral flow was observed in patients with STE in Ⅰ,avL,V2-V5.In patients with STE in avR(including avR+V1),82.4%of patients presented with right coronary collateral circulation supplying the left anterior descending coronary artery and left circumflex artery territory.In patients with STE in avR+avL,69.2%of patients presented with right coronary collateral circulation supplying left anterior descending coronary artery territory.Conclusion Total LM occlusion presents with different ECG features compared with subtotal occlusion.In LM total occlusion,the ECG features predict in-hospital mortality and are associated with different collateral circulation.

BACKGROUND: Pneumonia-like primary pulmonary lymphoma (PPL) was commonly misdiagnosed as infectious pneumonia, leading to delayed treatment. The purpose of this study was to establish a computed tomography (CT)-based radiomics model to differentiate pneumonia-like PPL from infectious pneumonia. METHODS: In this retrospective study, 79 patients with pneumonia-like PPL and 176 patients with infectious pneumonia from 12 medical centers were enrolled. Patients from center 1 to center 7 were assigned to the training or validation cohort, and the remaining patients from other centers were used as the external test cohort. Radiomics features were extracted from CT images. A three-step procedure was applied for radiomics feature selection and radiomics signature building, including the inter- and intra-class correlation coefficients (ICCs), a one-way analysis of variance (ANOVA), and least absolute shrinkage and selection operator (LASSO). Univariate and multivariate analyses were used to identify the significant clinicoradiological variables and construct a clinical factor model. Two radiologists reviewed the CT images for the external test set. Performance of the radiomics model, clinical factor model, and each radiologist were assessed by receiver operating characteristic, and area under the curve (AUC) was compared. RESULTS: A total of 144 patients (44 with pneumonia-like PPL and 100 infectious pneumonia) were in the training cohort, 38 patients (12 with pneumonia-like PPL and 26 infectious pneumonia) were in the validation cohort, and 73 patients (23 with pneumonia-like PPL and 50 infectious pneumonia) were in the external test cohort. Twenty-three radiomics features were selected to build the radiomics model, which yielded AUCs of 0.95 (95% confidence interval [CI]: 0.94-0.99), 0.93 (95% CI: 0.85-0.98), and 0.94 (95% CI: 0.87-0.99) in the training, validation, and external test cohort, respectively. The AUCs for the two readers and clinical factor model were 0.74 (95% CI: 0.63-0.83), 0.72 (95% CI: 0.62-0.82), and 0.73 (95% CI: 0.62-0.84) in the external test cohort, respectively. The radiomics model outperformed both the readers' interpretation and clinical factor model ( P <0.05). CONCLUSIONS The CT-based radiomics model may provide an effective and non-invasive tool to differentiate pneumonia-like PPL from infectious pneumonia, which might provide assistance for clinicians in tailoring precise therapy.
Humans ; Retrospective Studies ; Pneumonia/diagnostic imaging* ; Analysis of Variance ; Tomography, X-Ray Computed ; Lymphoma/diagnostic imaging*

Objective: Recent studies have highlighted the active and potential role of perivascular adipose tissue (PVAT) in atherosclerosis and aneurysm progression, respectively. This study explored the link between PVAT attenuation and abdominal aortic aneurysm (AAA) progression using computed tomography angiography (CTA). Materials and Methods: This multicenter retrospective study analyzed patients with AAA who underwent CTA at baseline and follow-up between March 2015 and July 2022. The following parameters were obtained: maximum diameter and total volume of the AAA, presence or absence of intraluminal thrombus (ILT), maximum diameter and volume of the ILT, and PVAT attenuation of the aortic aneurysm at baseline CTA. PVAT attenuation was divided into high (> -73.4 Hounsfield units [HU]) and low (≤ -73.4 HU). Patients who had or did not have AAA progression during the follow-up, defined as an increase in the aneurysm volume > 10 mL from baseline, were identified. Kaplan–Meier and multivariable Cox regression analyses were used to investigate the association between PVAT attenuation and AAA progression. Results: Our study included 167 participants (148 males; median age: 70.0 years; interquartile range: 63.0–76.0 years), of which 145 (86.8%) were diagnosed with AAA accompanied by ILT. Over a median period of 11.3 months (range: 6.0–85.0 months), AAA progression was observed in 67 patients (40.1%). Multivariable Cox regression analysis indicated that high baseline PVAT attenuation (adjusted hazard ratio [aHR] = 2.23; 95% confidence interval [CI], 1.16–4.32; P = 0.017) was independently associated with AAA progression. This association was demonstrated within the patients of AAA with ILT subcohort, where a high baseline PVAT attenuation (aHR = 2.23; 95% CI, 1.08–4.60; P = 0.030) was consistently independently associated with AAA progression. Conclusion Elevated PVAT attenuation is independently associated with AAA progression, including patients of AAA with ILT, suggesting the potential of PVAT attenuation as a predictive imaging marker for AAA expansion.

Objective:To analyze the detection rate and related factors of depressive and anxious symptoms comorbidity in 2021 and 2022.Methods:Based on the results of the Seventh National Population Census in 2021,the residents of 32 provinces,municipalities,and autonomous regions were sampled by gender and age.The gender and age of the samples were in line with the characteristics of China's population.A face-to-face interview survey was conducted in community residents in each province in 2021(n=11 005)and 2022(n=30 421)with the Gen-eralized Anxiety Questionnaire-7 and Patient Health Questionnaire-9.Results:The detection rates of depressive and anxious symptoms comorbidity were 10.67％in 2021 and 11.72％in 2022.The prevalence of depressive and anxi-ety comorbidity were higher in male,younger(age≤17 years),divorced,lower BMI(BMI＜18.5 kg/m2),higher education(graduate),students,and residents with chronic medical history(Ps＜0.001).In 2022,32.06％of people with depressive symptoms had anxious symptoms and 47.62％of people with anxious symptoms had depressive symptoms.Conclusion:In 2021 and 2022,the detection rates of depressive and anxious symptoms comorbidity were both about 10％,and half of patients with anxious symptoms were accompanied by depressive symptoms,So atten-tion should be paid to the comorbidity of depression and anxiety symptoms.

Bone defects caused by different causes such as trauma, severe bone infection and other factors are common in clinic and difficult to treat. Usually, bone substitutes are required for repair. Current bone grafting materials used clinically include autologous bones, allogeneic bones, xenografts, and synthetic materials, etc. Other than autologous bones, the major hurdles of rest bone grafts have various degrees of poor biological activity and lack of active ingredients to provide osteogenic impetus. Bone marrow contains various components such as stem cells and bioactive factors, which are contributive to osteogenesis. In response, the technique of bone marrow enrichment, based on the efficient utilization of components within bone marrow, has been risen, aiming to extract osteogenic cells and factors from bone marrow of patients and incorporate them into 3D scaffolds for fabricating bone grafts with high osteoinductivity. However, the scientific guidance and application specification are lacked with regard to the clinical scope, approach, safety and effectiveness. In this context, under the organization of Chinese Orthopedic Association, the Expert consensus for the clinical application of autologous bone marrow enrichment technique for bone repair ( version 2023) is formulated based on the evidence-based medicine. The consensus covers the topics of the characteristics, range of application, safety and application notes of the technique of autologous bone marrow enrichment and proposes corresponding recommendations, hoping to provide better guidance for clinical practice of the technique.