Objective:To investigate the diagnostic value of an intelligent assisted grading algorithm for nuclear cataract using anterior segment optical coherence tomography (AS-OCT) images.Methods:A diagnostic test study was conducted.AS-OCT image data were collected from 939 cases of 1 608 eyes of nuclear cataract patients at the Shanghai Tenth People's Hospital of Tongji University from November 2020 to September 2021.The data were obtained from the electronic case system and met the requirements for clinical reading clarity.Among them, there were 398 cases of 664 male eyes and 541 cases of 944 female eyes.The ages of the patients ranged from 18 to 94 years, with a mean age of (65.7±18.6) years.The AS-OCT images were labelled manually from one to six levels according to the Lens Opacities Classification System Ⅲ (LOCS Ⅲ grading system) by three experienced clinicians.This study proposed a global-local cataract grading algorithm based on multi-level ranking, which contains five basic binary classification global local network (GL-Net).Each GL-Net aggregates multi-scale information, including the cataract nucleus region and original image, for nuclear cataract grading.Based on ablation test and model comparison test, the model's performance was evaluated using accuracy, precision, sensitivity, F1 and Kappa, and all results were cross-validated by five-fold.This study adhered to the Declaration of Helsinjki and was approrved by Shanghai Tenth People's Hospital of Tongji University (No.21K216).Results:The model achieved the results with an accuracy of 87.81%, precision of 88.88%, sensitivity of 88.33%, F1 of 88.51%, and Kappa of 85.22% on the cataract dataset.The ablation experiments demonstrated that ResNet18 combining local and global features for multi-level ranking classification improved the accuracy, recall, specificity, F1, and Kappa metrics.Compared with ResNet34, VGG16, Ranking-CNN, MRF-Net models, the performance index of this model were improved.Conclusions:The deep learning-based AS-OCT nuclear cataract image multi-level ranking classification algorithm demonstrates high accuracy in grading cataracts.This algorithm may help ophthalmologists in improving the diagnostic accuracy and efficiency of nuclear cataract.

To analyze the current quality of treatment for hospitalized cancer patients in Beijing, identify major issues in treatment practices, and propose improvements.

Adenomyosis(AM)is characterized by the benign invasion of endometrial tissue and stroma into the myometrium,resulting in diffuse or localized pathological changes.Typical symptoms include increased menstrual volume,prolonged menstrual periods,and progressive dysmenorrhea.In severe cases,AM can lead to infertility.Endometrial receptivity(ER)plays a crucial role in facilitating adhesion,penetration,and implantation required for successful embryo implantation and pregnancy outcome.The impairment of ER due to AM-related factors involves complex mechanisms.This article aims to provide a comprehensive review of recent research findings on the mecha-nisms underlying ER injury caused by AM over the past three years while highlighting the latest advancements in treatment strategies.

Objective:To explore the efficacy and safety of the modified VIALE-A regimen in the treatment of elderly (>75 years old) patients with intermediate or high risk myelodysplastic syndromes (MDS).Methods:A retrospective case series analysis was conducted. Clinical data were collected from 7 MDS patients aged >75 years who were continuously treated with the modified VIALE-A regimen (azacytidine 75 mg/m 2 per day from day 1 to day 7 + venetoclax 200 mg per day from day 8 to day 28) from May 2021 to August 2023, and the patients were diagnosed according to the World Health Organization 2016 staging criteria and were determined to be at intermediate or high risk according to the revised International Prognostic Scoring System. The patients' efficacy and common adverse reactions were analyzed, and the Kaplan-Meier method was used for survival analysis. Results:Of the 7 patients, 5 were female and 2 were male; the median age [ M ( Q1, Q3)] was 84 years old (80 years old, 90 years old). One patient failed the initial treatment, and the remaining 6 achieved complete remission or complete remission in bone marrow after induction therapy with the modified VIALE-A regimen in 1-2 courses. By the follow-up cut-off date of December 31st, 2023, the median follow-up was 10 months (5 months, 18 months) and the median overall survival time was 18 months (95% CI: 0-39 months). Grade 3-4 myelosuppression occurred in all 7 patients during the induction phase, with granulocytopenia lasting 7-10 d; Of the 64 courses of maintenance treatment, 54 (84%) had grade 1-3 myelosuppression; non-hematologic adverse reactions were mild; no treatment interruptions occurred in the cumulative 73 courses. Conclusions:The modified VIALE-A regimen is moderately efficacious in elderly patients with intermediate or high risk MDS, with controllable adverse reactions.

Objective:To investigate the mechanism of curcumin in the treatment of diabetic retinopathy (DR) by network pharmacology and molecular docking.Methods:The compounds targets of curcumin were predicted by SEA and SwissTargetPrediction databases, and the DR target genes were obtained by CTD database.The different genes were mapped and matched by Venny database to screen their intersections.The intersecting genes were submitted to GeneMANIA database to construct a protein-protein interaction network.WebGestalt database was used to conduct enrichment analysis and AutoDock Vina was used to perform molecular docking of the core targets.Results:A total of 52 targets of curcumin, 1 599 targets of DR and 48 intersecting targets were detected.The core targets were serine/threonine-protein kinase 1 (AKT1), tumor necrosis factor-α (TNF-α), epidermal growth factor receptor (EGFR), signal transduction and activator of transcription 3 (STAT3) and heat shock protein 90 alpha family class A member 1 (HSP90AA1). Enrichment analysis suggested that these targets were mainly associated with signaling pathways, including the EGFR tyrosine kinase inhibitor resistance signaling pathway, hypoxia-inducible factor-1 (HIF-1) signaling pathway, interleukin (IL)-17 signaling pathway and advanced glycosylation end product-the receptor of advanced glycosylation end product (AGE-RAGE) signaling pathway.Conclusions:Curcumin may play an important role in the treatment of DR by regulating multiple signaling pathways to inhibit the inflammatory response and combat oxidative stress.

Traumatic cerebrospinal fluid leakage commonly presents in traumatic brain injury patients, and it may lead to complications such as meningitis, ventriculitis, brain abscess, subdural hematoma or tension pneumocephalus. When misdiagnosed or inappropriately treated, traumatic cerebrospinal fluid leakage may result in severe complications and may be life-threatening. Some traumatic cerebrospinal fluid leakage has concealed manifestations and is prone to misdiagnosis. Due to different sites and mechanisms of trauma and degree of cerebrospinal fluid leak, treatments for traumatic cerebrospinal fluid leakage varies greatly. Hence, the Craniocerebral Trauma Professional Group of Neurosurgery Branch of Chinese Medical Association and the Neurological Injury Professional Group of Trauma Branch of Chinese Medical Association organized relevant experts to formulate the " Chinese expert consensus on the diagnosis and treatment of traumatic cerebrospinal fluid leakage in adults ( version 2023)" based on existing clinical evidence and experience. The consensus consisted of 16 recommendations, covering the leakage diagnosis, localization, treatments, and intracranial infection prevention, so as to standardize the diagnosis and treatment of traumatic cerebrospinal fluid leakage and improve the overall prognosis of the patients.

ObjectiveTo establish a polymerase chain reaction（PCR） method to accurately discriminate the crude materials of Murrayae Folium et Cacumen， Murraya exotica and M. paniculata. MethodBased on the difference in chloroplast genome sequences of M. exotica and M. paniculata， species-specific identification primers P03 and P04 of M. exotica and M. paniculata were designed according to single nucleotide polymorphism （SNP） on the chloroplast genome. A multiplex allele-specific PCR identification method was established for the identification of M. exotica and M. paniculata following the optimization of annealing temperature， number of cycles， and primer concentration ratio. The established PCR method for identification was explored and verified in terms of tolerance and feasibility by investigating the type of Taq polymerases and PCR system model. ResultIn this multiplex allele-specific PCR identification method， about 330 and 230 bp of specific fragments were amplified from DNA templates of M. exotica and M. paniculata， respectively， under the following conditions：cycle number of 31， annealing temperature of 60 ℃， and primer concentration ratio of P03 and P04 of 1∶2. Consistent results were obtained for samples from different sources. ConclusionThe multiplex allele-specific PCR identification method established in this study can accurately identify the origin of Murrayae Folium et Cacumen， which can be used for the simultaneous identification of M. exotica and M. paniculata by the length of fragments in a single identification assay.

Objective:To construct and verify the occurrence model of acute respiratory distress syndrome (ARDS) using lung injury prediction score (LIPS) combined with acute physiology and chronic health evaluation Ⅱ (APACHE Ⅱ) score and oxygenation index (PaO 2/FiO 2). Methods:Using a prospective cohort study method, 244 patients with complete medical records who were admitted to the intensive care unit (ICU) of Peking University Third Hospital from December 2020 to July 2022 were selected as research objects according to the inclusion and exclusion criteria. They were divided into training set (173 cases) and validation set (71 cases). Patients' gender, age, body mass index (BMI), various causes (shock, sepsis, craniocerebral injury, pulmonary contusion, multiple trauma, aspiration, pneumonia, acute abdomen, hypoproteinemia, acidosis, major surgery, etc.), underlying diseases (diabetes, malignant tumor, cerebrovascular disease, liver disease, kidney disease) and laboratory test indicators were collected. According to the above data, the LIPS score, APACHE Ⅱ score, sequential organ failure assessment (SOFA) and PaO 2/FiO 2, etc within 24 hours after admission to the ICU were calculated. Univariate analysis was used to screen the influencing factors for the occurrence of ARDS, and the factors with P < 0.2 were included in the multivariate Logistic regression analysis to screen out the independent predictive factors for the occurrence of ARDS. According to the results of multivariate Logistic regression analysis, the risk score of patients with ARDS was obtained to construct the risk prediction model of ARDS, the receiver operator characteristic curve (ROC curve) was drawn, and the area under the ROC curve (AUC) was calculated. The established ARDS prediction model was externally validated, and ROC curves were drawn to evaluate the predictive accuracy of the prediction model for the occurrence of ARDS in critically ill patients, and the AUC of the validation set was calculated to analyze the predictive performance of each risk factor on the occurrence of ARDS. Results:A total of 173 patients were enrolled in the training set, including 121 patients without ARDS and 52 patients with ARDS; 77 cases of acute abdomen, 64 cases of sepsis, 60 cases of shock, 51 cases of acidosis, 40 cases of hypoproteinemia, 37 cases of diabetes, 34 cases of craniocerebral injury, 34 cases of abnormal liver function, 28 cases of multiple trauma, 23 cases of malignant tumor, 23 cases of spinal orthopedic surgery, 17 cases of obesity, 12 cases of pneumonia, 11 cases of pulmonary contusion, and 7 cases of chronic kidney disease, chemotherapy in 6 cases, and aspiration in 2 cases. The rates of shock, sepsis, acute abdomen, acidosis, abnormal liver function, lung contusion, pneumonia and aspiration, gender, age, LIPS score, APACHE Ⅱ score, and SOFA score in the ARDS group were significantly higher than those in the non-ARDS group (all P < 0.05), moreover, PaO 2/FiO 2 ratio was significantly lower than that of non-ARDS group ( P < 0.01). Multivariate Logistic regression analysis showed that LIPS score, APACHE Ⅱ score, and PaO 2/FiO 2 ratio were independent risk factors for ARDS in ICU patients with high risk factors for ARDS, and the odds ratio ( OR) was 1.768 [95% confidence interval (95% CI) was 1.380-2.266], 1.242 (95% CI was 1.089-1.417), 0.985 (95% CI was 0.978-0.991), all P < 0.05. ROC curve analysis showed that the AUC of the ARDS prediction model training set was 0.920, the sensitivity was 86.5%, and the specificity was 86.8%; the AUC of the verification set was 0.896, the sensitivity was 96.8%, and the specificity was 76.6%. Conclusion:LIPS score, APACHE Ⅱ score and PaO 2/FiO 2 are independent risk factors for the occurrence of ARDS in ICU patients with high risk factors for ARDS. The ARDS risk prediction model established based on these three indicators has a good predictive ability for the occurrence of ARDS in critically ill patients, wihich needs to be verified by multicenter cohort studies.

ObjectiveTo establish a specific polymerase chain reaction （PCR） method for the identification of Artemisia absinthium to allow accurate and convenient identification of A. absinthium and its related species. MethodThe chloroplast genome sequences of A. absinthium and its related species were searched from Chloroplast Genome Information Resource （CGIR）， and the specific single nucleotide polymorphism （SNP） sites of A. absinthium were screened out. A pair of specific identification primers （zykh1-F and zykh1-R） of A. absinthium was designed. The original plant samples of A. absinthium and its related species were collected. The specific PCR method was established and optimized， and the tolerance and feasibility of this method were investigated and verified. The method was used to identify A. absinthium samples purchased from Xinjiang medicinal materials market. ResultA 210 bp bright band was obtained from A. absinthium after PCR amplification and gel electrophoresis under the following conditions： specific primers zykh1-F and zykh1-R， annealing temperature of 54 ℃， and the number of cycles of 33. No such band was observed from its relative species， such as A. argyi， A. annua， A. leucophylla， and A. lavandulaefolia. ConclusionThe specific PCR identification method of established in this study can accurately identify A. absinthium and its common related species with high specificity. The method can save time and cost and allows a convenient and fast species identification for the introduction and utilization of A. absinthium resources.

Objective To investigate the residential radon concentration in typical areas of Hubei Province and assess the dose hazards of radon to human body. Methods According to geographical location, five cities including Wuhan, Enshi, Shiyan, Xianning and Daye were selected, and the stratified cluster sampling and monitoring were conducted in accordance with the residential building structure. From April to July, 2019, RSKS standard detectors were placed in the bedroom or living room of the tested families. After continuously sampling for three months, those detectors were returned back to the laboratory for test readings using Radosys system. Results A total of 651 detectors were deployed in 577 households of 70 communities, and 634 detectors were recovered. The recovery rate of detectors was 97.4%. The indoor residential radon concentration in Hubei Province showed a logarithmic normal distribution, with a median (25% quantile and 75% quantile) of 40.52 (29.13,64.74) Bq/m3 and an annual effective dose of 2.02 mSv. The indoor radon concentrations in Wuhan and Enshi were significantly higher than those in Shiyan, Xianning and Daye (P<0.05). The indoor radon concentrations in brick wood or civil structures were significantly higher than those in reinforced concrete structures (P<0.05), and indoor radon concentration in the first floor was significantly higher than those in other floors (P<0.05). The indoor radon concentrations after 2010 were significantly lower than those between 2001 and 2010 (P<0.05). Conclusion The number of households with indoor radon concentrations exceeding the national limit in newly-built buildings accounted for 10.1%; The indoor residential radon concentration levels of in Hubei Province were influenced by building structure, age and floor.