ObjectiveTo analyze the epidemiological characteristics of 21 respiratory pathogens in influenza-like illness (ILI) cases in Jing’an District, Shanghai in 2024, and to provide a scientific basis for the prevention and control of respiratory infectious diseases. MethodsData of1 907 ILI cases at four sentinel hospitals in Jing’an District were collected from January to December 2024. Nasopharyngeal swab samples were collected and tested for 21 respiratory pathogens using polymerase chain reaction (PCR) methods. Chi-square test and Cochran-Armitage trend test were used for data analyses. ResultsAmong the 1 907 ILI cases, 1 340 were tested positive (70.27%), including 1 160 (60.83%) virus-positive cases, 424 (22.23%) bacteria-positive cases , and 86 (4.51%) positive cases of other pathogens (fungi, mycoplasma, and chlamydia). The top five viruses by detection rate were: influenza virus (14.84%), SARS-CoV-2 (14.47%), rhinovirus (12.69%), adenovirus (7.08%), and parainfluenza virus (6.71%). The top two bacteria by detection rate were Streptococcus pneumoniae (14.47%) and Haemophilus influenzae (10.33%). Among other pathogens (fungi, mycoplasma, and chlamydia), Mycoplasma pneumoniae showed the highest detection rate (4.30%). In terms of age distribution, statistically significant differences were observed in the detection rates of SARS-CoV-2, Legionella, and Klebsiella pneumoniae (P<0.05), with the highest rates found in individuals aged 65 years and above. Statistically significant differences were also found in the detection rates of rhinovirus, adenovirus, enterovirus, common coronavirus, respiratory syncytial virus, bocavirus, parainfluenza virus, human metapenu-movirus, Streptococcus pneumoniae, Haemophilus influenzae, and Mycoplasma pneumoniae among different age groups (P<0.05), all showing the highest detection rates in the 0‒<15 years age group. In terms of seasonal distribution, SARS-CoV-2, adenovirus, parainfluenza virus, enterovirus, Streptococcus pneumoniae, Haemophilus influenzae, and Mycoplasma pneumoniae showed epidemic peaks in summer; rhinovirus, common coronavirus, bocavirus, and Klebsiella pneumoniae had higher detection rates in autumn. Influenza virus exhibited a peak incidence during winter, while human metapenu-movirus peaked in winter and spring. Significant differences in co-infection detection rates were observed among age groups, with the rate in children aged 0‒<15 years (34.81%) being the highest. The co-infection detection rate was higher in males than in females (P=0.019). Both the single-pathogen detection rate and the co-infection detection rate (P<0.001) varied significantly across seasons: the single-pathogen detection rate was highest in winter (62.06%), while the co-infection detection rate peaked in summer (31.20%) and was lowest in winter (14.52%). ConclusionBased on detection rates, the main pathogens in the ILI population of Jing’an District, Shanghai, 2024 were influenza virus, SARS-CoV-2, rhinovirus, adenovirus, parainfluenza virus, common coronavirus, enterovirus, Human metapenu-movirus, Streptococcus pneumoniae, Haemophilus influenzae, and Mycoplasma pneumoniae. Pathogen detection rates varied by age and season. Coinfection rates were much higher in children than in adults, higher in males than in females, and peaked in summer while being lowest in winter.

Objective To develop a system for retrieving information from clinical records of Traditional Chinese Medicine(TCM)based on generative large language models(LLMs).Methods Applicational needs of the system were analyzed,and entity types to be retrieved were identified.The functions,workflows,and architecture of the system were designed by combining the automatic retrieval capabilities of LLMs with human-in-the-loop(HITL).The software was developed using such frameworks as vLLM and Node.js.Interaction of multiple commercial/open source LLMs was implemented using OpenAI-compatible interfaces.The quality of information retrieved from LLMs was enhanced by prompt engineering.Results This system supported task allocation,automatic retrieval of structured information,and manual review.To evaluate its performance,the moonshot-v1-8k model was used to retrieve clinical records of TCM before manual edition was performed.Combining large language model pre-annotation with meticulous annotator edits improved accuracy by 26.6％compared to the BERT-BiLSTM-CRF model,and enhanced extraction efficiency by 1.6-fold relative to purely manual methods.Conclusion General generative LLMs can retrieve a wide range of entity information from TCM records with high accuracy and scalability.The design and implementation of this system approach may provide a useful reference for developing other biomedical information retrieval systems.

Recently, diffusion models have emerged as a promising paradigm for molecular design and optimization. However, most diffusion-based molecular generative models focus on modeling 2D graphs or 3D geometries, with limited research on molecular sequence diffusion models. The International Union of Pure and Applied Chemistry (IUPAC) names are more akin to chemical natural language than the Simplified Molecular Input Line Entry System (SMILES) for organic compounds. In this work, we apply an IUPAC-guided conditional diffusion model to facilitate molecular editing from chemical natural language to chemical language (SMILES) and explore whether the pre-trained generative performance of diffusion models can be transferred to chemical natural language. We propose DiffIUPAC, a controllable molecular editing diffusion model that converts IUPAC names to SMILES strings. Evaluation results demonstrate that our model outperforms existing methods and successfully captures the semantic rules of both chemical languages. Chemical space and scaffold analysis show that the model can generate similar compounds with diverse scaffolds within the specified constraints. Additionally, to illustrate the model's applicability in drug design, we conducted case studies in functional group editing, analogue design and linker design.

Recently,diffusion models have emerged as a promising paradigm for molecular design and optimization.However,most diffusion-based molecular generative models focus on modeling 2D graphs or 3D geom-etries,with limited research on molecular sequence diffusion models.The International Union of Pure and Applied Chemistry(IUPAC)names are more akin to chemical natural language than the simplified molecular input line entry system(SMILES)for organic compounds.In this work,we apply an IUPAC-guided conditional diffusion model to facilitate molecular editing from chemical natural language to chemical language(SMILES)and explore whether the pre-trained generative performance of diffusion models can be transferred to chemical natural language.We propose DiffIUPAC,a controllable molecular editing diffusion model that converts IUPAC names to SMILES strings.Evaluation results demonstrate that our model out-performs existing methods and successfully captures the semantic rules of both chemical languages.Chemical space and scaffold analysis show that the model can generate similar compounds with diverse scaffolds within the specified constraints.Additionally,to illustrate the model's applicability in drug design,we conducted case studies in functional group editing,analogue design and linker design.

Objective This study aimed to explore the relationships between residential greenness and cardiometabolic risk factors among rural adults in Xinjiang Uygur Autonomous Region(Xinjiang)and thus provide a theoretical basis and data support for improving the health of residents in this region. Methods We recruited 9,723 adult rural residents from the 51st Regiment of the Third Division of the Xinjiang Production and Construction Corps in September 2016.The normalized difference vegetation index(NDVI)was used to estimate residential greenness.The generalized linear mixed model(GLMM)was used to examine the association between residential greenness and cardiometabolic risk factors. Results Higher residential greenness was associated with lower cardiometabolic risk factor prevalence.After adjustments were made for age,sex,education,and marital status,for each interquartile range(IQR)increase of NDVI500-m,the risk of hypertension was reduced by 10.3%(OR=0.897,95%CI=0.836-0.962),the risk of obesity by 20.5%(OR=0.795,95%CI=0.695-0.910),the risk of type 2 diabetes by 15.1%(OR=0.849,95%CI=0.740-0.974),and the risk of dyslipidemia by 10.5%(OR=0.895,95%CI=0.825-0.971).Risk factor aggregation was reduced by 20.4%(OR=0.796,95%CI=0.716-0.885)for the same.Stratified analysis showed that NDVI500-m was associated more strongly with hypertension,dyslipidemia,and risk factor aggregation among male participants.The association of NDVI500-m with type 2 diabetes was stronger among participants with a higher education level.PM10 and physical activity mediated 1.9%-9.2%of the associations between NDVI500-m and obesity,dyslipidemia,and risk factor aggregation. Conclusion Higher residential greenness has a protective effect against cardiometabolic risk factors among rural residents in Xinjiang.Increasing the area of green space around residences is an effective measure to reduce the burden of cardiometabolic-related diseases among rural residents in Xinjiang.

Objective To analyze the application value and clinical experience of intraoperative ultrasound in microsurgical resection of supratentorial cavernous malformations.Methods From March 2018 to March 2019,31 patients with supratentorial cavernous malformations were operated with assistance of intraoperative ultrasound in our hospital.Intraoperative ultrasound could clearly show the locations and sizes of the lesions,and relations of lesions with surrounding structures to choose appropriate surgical routes.The degrees of resection were judged and complications were recorded.The patients were followed up for 3-6 months,and modified Rankin scale (mRS) was used to evaluate the prognoses.Results In these 31 patients,35 cavernous hemangiomas were diagnosed by MR imaging before surgery;33 lesions were removed surgically,and the other two lesions located in the contralateral side of the operative field were not removed.The accuracy of intraoperative ultrasound guiding the lesions was up to 100％.There were no postoperative infections or deaths.During follow-up,mRS score of 28 patients was 0;the other 3 patients with postoperative neurological impairment recovered partially during follow-up.Conclusion With the help of real-time monitoring of intraoperative ultrasound and location technique of small pieces of hemostatic yam,patients with supratentorial cavernous malformations could acquire satisfactory prognosis through meticulous microsurgery.

Objective To analyze the difference of soft and hard tissues between beautiful face and ordinary face in young Han women for providing data basis for modification of lower facial contour.Methods 38 cases of young Han women were selected with craniofacial spiral CT scanning,three-dimensional reconstruction and histomorphometry of the mandibular angle region (12 cases of beautiful face and 26 cases of ordinary face).Results The difference of bony bigonial breadth,lower face width,angle of mandibular angle,mandibular branch width and height,the distance between the mandibular angle point and pogonion in mandibular angle region had statistical significance (P ＜ 0.05);the difference of mandibular angle thickness had no statistical significance (P＞0.05);the difference of masseter muscle length,width and thickness had statistical significance (P ＜ 0.05).Conclusions In clinical lower facial contour modification practice,we can refer to the data of soft and hard tissue of mandibular angle region of beautiful face,combining with the specific circumstances of the pursuit of beautiful people and select the appropriate surgical approach for lower facial contour modification.

Objective To investigate the relationship between serum pregnancy associated plasma protein A (PAAA‐A) ex‐pression and gene polymorphism with the severity of coronary lesions in the patients with coronary heart disease (CHD) .Methods Ninety‐eight patients with CHD in the Nanyang Municipal Central Hospital were selected as the observation group and divided into single vessel lesion group and multiple vessel lesion group according to coronary angiographic results .Ninety‐eight individuals un‐dergoing healthy physical examination were selected as the control group .The venous blood was collected at the visiting hospital in the observation group and at the physical examination in the control group for detecting the serum PAPP‐A protein level by ELISA .PAPP‐A gene and IVS6+ 95 polymorphism were analyzed by adopting polymerase chain reaction restriction fragment length polymorphism(PCR‐RELP) .Results Compared with the control group ,peripheral blood PAPP‐A protein level in the obser‐vation group was significantly increased(P<0 .05) ,moreover the PAPP‐A protein level in the multiple vessel lesion group was sig‐nificantly higher than that of the single vessel lesion group (P<0 .05) .The peripheral blood PAPP‐A level was positively correlated with the severity of CHD .Three genotypes existed in PAPP‐A gene IVS6+95 locus ,including CG heterozygous ,homozygous CC and GG homozygous type .The CC homozygous allele frequency in the patients with multiple vessel lesion was higher than that in the patients with single vessel lesion (P<0 .05) .Conclusion The PAPP‐A protein level and IVS6+95 polymorphism have a close relation with the severity of coronary lesions in patients with CHD .CC genotype may be one of genetic susceptibility gene markers in the patients with CHD .

Objective To determine whether rTFPI could inhibit vascular thrombosis and salvage random pattern skin flaps following AIRC in rat models.Methods From April,2013 to June,2015,30 adult male Sprague-Dawley rats were randomized into 3 groups;a control group,an avulsion injury with roll compaction (AIRC) group,and an AIRC plus rTFPI therapy group.An 8.0 cm× 2.5 cm random flap was raised on the dorsum of each rat.The AIRC and AIRC plus rTFPI flaps were then altered with a device designed to simulate avulsion injury with roll compaction.After flap closure primarily,treatment was initiated immediately and continued for 3 days.Phosphate buffered saline was used in the control group and the AIRC group,while the AIRC plus rTFPI group received the recombinant Tissue Factor Pathway Inhibitor.Laser Doppler flowmetry and infra-red thermalgraphy were used on postoperative day three to assess nicrocirculatory blood flow and viability of the avulsed flaps.At postoperative day seven,final flap survival was determined.Using SPSS19.0 statistical analysis.Results The flap survival in AIRC group was only (32.7 ± 5.2)％ versus (62.5 ± 6.5)％ in control group,but the flap survival significantly increased (51.6 ± 8.2)％ after topical injecting rTFPI in experimental group.Statistically significant differences exist (P ＜ 0.05) between every two groups.The detection results of Laser-Doppler flowmetry and infra-red thermography showed that perfusion arrived the centre of the flaps in experimental group,while perfusion only arrived the proximal part of the flaps in the AIRC control group.Conclusion rTFPI therapy is effective in reducing ischemic necrosis of random pattern flaps following avulsion injury in the rat model.It suggests that rTFPI therapy may play an important role in clinical salvage of the failing avulsion injuries with roll compaction.

Objective To discuss the preoperative diagnosis and the effect of microsurgical transsphenoidal surgery of pituitary Rathke's cleft cysts.Methods Retrospective analysis was performed from January,2011 to May,2015 on 62 cases of Rathke's cleft cyst which confirmed by surgery and pathology at the First Affiliated Hospital of Sun Yat-sen University.Sixty-two cases were performed by the surgery of transsphenoidal approach.Results There were 50 cases with a correct preoperative diagnosis of and consider Rathke's cleft cyst,12 cases of misdiagnosis.Postoperative follow-up was performed within 6-12 months,and the patient's clinical symptons were improved in different degrees,1 case of recurrence,no deaths and serious complications.Conclusion The diagnosis of Rathke's cleft cyst need for comprehensive considerations from many aspects,and the improvement of diagnosis rate base on the clinical features,endocrine examination,and imaging data.The microsurgical transsphenoidal surgery is safe and effective treatment for Rathke's cleft cyst.