Objective:To investigate the association of immediate preoperative hyperglycemia (IPH) with postoperative pulmonary complications (PPCs) in patients with diabetes mellitus following video-assisted thoracoscopic partial lung surgery (VATPLS).Methods:This was a retrospective cohort study. The patients with diabetes mellitus who underwent elective VATPLS at the First Affiliated Hospital of Nanjing Medical University from January, 2018 to July, 2020 were recruited. Based on immediate preoperative blood glucose levels (fasting blood glucose within 2 h before surgery), the patients were divided into hyperglycemia group (IPH group, blood glucose concentration ≥7.8 mmol/L) and non-hyperglycemia group (non-IPH group, blood glucose concentration <7.8 mmol/L). The association of IPH with the occurrence of PPCs was analyzed using the prospensity score matching.Results:Data from 438 diabetic patients who underwent VATPLS were ultimately collected in this study. Compared with non-IPH group, the incidence of PPCs was significantly increased in IPH group ( P<0.001). After propensity score matching, 128 cases were assigned to both IPH group and non-IPH group, the risk of PPCs in IPH group was 1.33 times of that in non-IPH group (relative risk 1.33, 95% confidence interval 1.02-1.73, P=0.031). There were no interactions between age factors/preoperative glycated hemoglobin and IPH. Conclusions:IPH (fasting blood glucose within 2 h before surgery ≥7.8 mmol/L) is associated with the occurrence of PPCs to some degree in patients with diabetes mellitus undergoing VATPLS.

Objective:To analyze the clinical characteristics and outcomes of Haemophilus influenzae (Hi) meningitis in children. Methods:This is a retrospective case series study. This study included 34 Hi meningitis patients who admitted to Beijing Children′s Hospital, Capital Medical University, from January 1, 2010, to December 31, 2023. Data on clinical presentations, laboratory tests, hearing assessment and outcomes at discharge were collected. Patients were divided into 2 groups according to the outcome at discharge: favorable outcome group and unfavorable outcome group. Mann-Whitney U test and Fisher exact test was used to estimate the risk factors for an unfavorable outcome at discharge. Results:Thirty-four patients were enrolled. There were 16 males and 18 females. The age at onset ranged from 3 months to 12 years. Fever (34 patients (100%)), convulsions (17 patients (50%)), and coma (21 patients (62%)) were the common clinical presentations. Twenty-four patients (71%) developed complications. There were 15 patients (44%) needed treatment in the intensive care unit, 5 patients (15%) received intubation, and 4 patients (12%) had developed shock. The favorable outcome group included 23 patients, and the unfavorable outcome group included 11 patients. Female, patients with limb movement disability, dystonia, ventriculomegaly or hydrocephalus, and a concentration of glucose in the initial cerebrospinal fluid lower than 1 mmol/L were risk factors of unfavorable outcome at discharge (all P<0.05). Among the 23 patients (68%) in favorable outcomes group, 13 patients (57%) had data available on their long-term follow-up results, including 12 patients with favorable long-term outcomes and 1 patient with unfavorable long-term outcome. Among the 11 patients (32%) in unfavorable outcomegroup, 1 patient died, the other 10 patients (91%) had data available on their long-term outcomes. Eight patients had unfavorable long-term outcomes and 2 patients with favorable long-term outcomes. Patients who had unfavorable outcomes at discharge were at a greater risk of experiencing unfavorable long-term outcomes ( P=0.001). Conclusions:It is common for patients with Hi meningitis to have intracranial complications or develop into critical conditions. Patients who have limb movement disability, dystonia, ventriculomegaly or hydrocephalus, and who exhibit a concentration of glucose in the initial cerebrospinal fluid lower than 1 mmol/L tend to have unfavorable outcomes; they need to be assessed for sequelae.

Objective:To investigate the association of immediate preoperative hyperglycemia (IPH) with postoperative pulmonary complications (PPCs) in patients with diabetes mellitus following video-assisted thoracoscopic partial lung surgery (VATPLS).Methods:This was a retrospective cohort study. The patients with diabetes mellitus who underwent elective VATPLS at the First Affiliated Hospital of Nanjing Medical University from January, 2018 to July, 2020 were recruited. Based on immediate preoperative blood glucose levels (fasting blood glucose within 2 h before surgery), the patients were divided into hyperglycemia group (IPH group, blood glucose concentration ≥7.8 mmol/L) and non-hyperglycemia group (non-IPH group, blood glucose concentration <7.8 mmol/L). The association of IPH with the occurrence of PPCs was analyzed using the prospensity score matching.Results:Data from 438 diabetic patients who underwent VATPLS were ultimately collected in this study. Compared with non-IPH group, the incidence of PPCs was significantly increased in IPH group ( P<0.001). After propensity score matching, 128 cases were assigned to both IPH group and non-IPH group, the risk of PPCs in IPH group was 1.33 times of that in non-IPH group (relative risk 1.33, 95% confidence interval 1.02-1.73, P=0.031). There were no interactions between age factors/preoperative glycated hemoglobin and IPH. Conclusions:IPH (fasting blood glucose within 2 h before surgery ≥7.8 mmol/L) is associated with the occurrence of PPCs to some degree in patients with diabetes mellitus undergoing VATPLS.

Objective:To analyze the clinical characteristics and outcomes of Haemophilus influenzae (Hi) meningitis in children. Methods:This is a retrospective case series study. This study included 34 Hi meningitis patients who admitted to Beijing Children′s Hospital, Capital Medical University, from January 1, 2010, to December 31, 2023. Data on clinical presentations, laboratory tests, hearing assessment and outcomes at discharge were collected. Patients were divided into 2 groups according to the outcome at discharge: favorable outcome group and unfavorable outcome group. Mann-Whitney U test and Fisher exact test was used to estimate the risk factors for an unfavorable outcome at discharge. Results:Thirty-four patients were enrolled. There were 16 males and 18 females. The age at onset ranged from 3 months to 12 years. Fever (34 patients (100%)), convulsions (17 patients (50%)), and coma (21 patients (62%)) were the common clinical presentations. Twenty-four patients (71%) developed complications. There were 15 patients (44%) needed treatment in the intensive care unit, 5 patients (15%) received intubation, and 4 patients (12%) had developed shock. The favorable outcome group included 23 patients, and the unfavorable outcome group included 11 patients. Female, patients with limb movement disability, dystonia, ventriculomegaly or hydrocephalus, and a concentration of glucose in the initial cerebrospinal fluid lower than 1 mmol/L were risk factors of unfavorable outcome at discharge (all P<0.05). Among the 23 patients (68%) in favorable outcomes group, 13 patients (57%) had data available on their long-term follow-up results, including 12 patients with favorable long-term outcomes and 1 patient with unfavorable long-term outcome. Among the 11 patients (32%) in unfavorable outcomegroup, 1 patient died, the other 10 patients (91%) had data available on their long-term outcomes. Eight patients had unfavorable long-term outcomes and 2 patients with favorable long-term outcomes. Patients who had unfavorable outcomes at discharge were at a greater risk of experiencing unfavorable long-term outcomes ( P=0.001). Conclusions:It is common for patients with Hi meningitis to have intracranial complications or develop into critical conditions. Patients who have limb movement disability, dystonia, ventriculomegaly or hydrocephalus, and who exhibit a concentration of glucose in the initial cerebrospinal fluid lower than 1 mmol/L tend to have unfavorable outcomes; they need to be assessed for sequelae.

To construct a recombinant attenuated Salmonella strain carrying the p57 and BLID genes and to evaluate its inhibitory effect on breast cancer cells and apoptosis induction in vitro,the recombinant attenuated Salmonella LH430/pEGFP-p57-BLID was constructed.RT-PCR and Western blot were used to detect the transcription and expression of the recombinant attenuated Salmonella in cancer cells.The CCK-8 method was used to assess the safety of the recombinant at-tenuated Salmonella and its impact on the activity of breast cancer cells.The cell scratch assay was used to analyze the influence of the recombinant attenuated Salmonella on the migratory ability of cancer cells.Flow cytometry and Western blot were used to analyze the effect of the recombinant attenuated Salmonella on the apoptosis of MDA-MB-231 cells.The bands of target genes carried by the recombinant attenuated Salmonella could be amplified by PCR,and these target genes could be transcribed and expressed in MDA-MB-231 cells.The recombinant attenuated Salmonella showed good growth characteristics and genetic stability.Compared with the PBS group,recombi-nant attenuated Salmonella LH430/pEGFP-p57-BLID significantly reduced(P＜0.01)the activity of MDA-MB-231 cells and significantly inhibited(P＜0.01)the migration of MDA-MB-231 cells.Recombinant attenuated Salmonella LH430/pEGFP-p57-BLID can obviously increase the number of apoptosis in MDA-MB-231 cells,significantly upregulate(P＜0.01)the expression of apoptotic protein Bax,and significantly downregulate(P＜0.01)the expression of apoptotic protein Bcl-2.The results showed that the recombinant attenuated Salmonella had an inhibitory effect on breast cancer MDA-MB-231 cells and could induce apoptosis,which laid a foundation for the subsequent study of anti-tumor in vivo.

Objective:To assess the clinical features and effectiveness of antiviral therapy in newborns with sensorineural hearing loss (SNHL) caused by congenital congenital cytomegalovirus (cCMV) infection, and to speculate the risk factors for poor hearing outcomes.Methods:A multicenter prospective cohort study wasconducted, enrolling 176 newborns diagnosed with cCMV at four research centers in Zhejiang Province from March 1, 2021, to April 30, 2024. Clinical characteristics at birth were recorded and hearing was followed up. The children were divided into groups based on their condition at birth, specifically into asymptomatic, mild symptom, and moderate to severe symptom groups. Additionally, they were divided into SNHL and normal hearing groups based on the results of air conduction brainstem audiometry at birth. And they were also divided into treatment and untreated groups according to antiviral treatment. Mann Whitney U test, and chi square test were used for inter group comparison to analyze the differences in clinical features between different disease groups, and to analyze the effects of clinical features, antiviral therapy, and other factors on hearing improvement. Logistic regression analysis was employed to identify the risk factors influencing hearing outcomes. Results:Among the cohort of 176 children diagnosed infection with cCMV, 90 cases were male and 86 cases were female. Of these, 79 cases were asymptomatic, 12 cases classified as mild cCMV and 85 cases as moderate to severe cCMV. Fifty cases belonged to SNHL group, with different degrees of severity, including 30 cases of mild, 9 cases of moderate, 5 cases of severe, and 6 cases of extremely severe SNHL. Among the 121 cases in the normal hearing group, 2 cases (1.7%) exhibited late-onset hearing loss despite having normal hearing at birth. Among 81 cases (46.0%) who completed the hearing follow-up, 71 cases (87.7%) had good hearing outcomes and 10 cases (12.3%) had poor hearing outcomes. Among the 81 children, 29 cases (35.8%) had SNHL at birth. During follow-up, the hearing threshold improved in 19 cases (65.5%), remained stable in 7 cases (24.1%) and progressed in 3 cases (10.3%). A total of 26 cases in the treatment group and 55 cases in the untreated group completed the hearing follow-up assessment. The rate of hearing improvement in the treatment group was found to be higher compared to the untreated group (13 cases (50.0%) vs. 6 cases (10.9%), χ2=15.00, P<0.01), with individuals in the treatment group having a 4.58 times greater likelihood of experiencing hearing improvement ( RR=4.58,95% CI 1.96-10.70, P<0.05). However, no statistically significant difference was observed in hearing outcomes between the antiviral treatment group and the untreated group ( RR=0.90, 95% CI 0.57-1.41, P=0.517). Multivariate analysis further confirmed SNHL ( OR=11.58, 95% CI 2.10-63.93, P=0.005) and preterm birth ( OR=4.98, 95% CI 1.06-23.41, P=0.042) as independent risk factors for poor hearing outcomes. Conclusions:SNHL resulting from cCMV infection presents symptoms at birth and can be improved by antiviral therapy. Poor hearing outcomes are associated with SNHL and prematurity.

To construct a recombinant attenuated Salmonella strain carrying the p57 and BLID genes and to evaluate its inhibitory effect on breast cancer cells and apoptosis induction in vitro,the recombinant attenuated Salmonella LH430/pEGFP-p57-BLID was constructed.RT-PCR and Western blot were used to detect the transcription and expression of the recombinant attenuated Salmonella in cancer cells.The CCK-8 method was used to assess the safety of the recombinant at-tenuated Salmonella and its impact on the activity of breast cancer cells.The cell scratch assay was used to analyze the influence of the recombinant attenuated Salmonella on the migratory ability of cancer cells.Flow cytometry and Western blot were used to analyze the effect of the recombinant attenuated Salmonella on the apoptosis of MDA-MB-231 cells.The bands of target genes carried by the recombinant attenuated Salmonella could be amplified by PCR,and these target genes could be transcribed and expressed in MDA-MB-231 cells.The recombinant attenuated Salmonella showed good growth characteristics and genetic stability.Compared with the PBS group,recombi-nant attenuated Salmonella LH430/pEGFP-p57-BLID significantly reduced(P＜0.01)the activity of MDA-MB-231 cells and significantly inhibited(P＜0.01)the migration of MDA-MB-231 cells.Recombinant attenuated Salmonella LH430/pEGFP-p57-BLID can obviously increase the number of apoptosis in MDA-MB-231 cells,significantly upregulate(P＜0.01)the expression of apoptotic protein Bax,and significantly downregulate(P＜0.01)the expression of apoptotic protein Bcl-2.The results showed that the recombinant attenuated Salmonella had an inhibitory effect on breast cancer MDA-MB-231 cells and could induce apoptosis,which laid a foundation for the subsequent study of anti-tumor in vivo.

Recent advancement in natural language processing (NLP) and medical imaging empowers the wide applicability of deep learning models. These developments have increased not only data understanding, but also knowledge of state-of-the-art architectures and their real-world potentials. Medical imaging researchers have recognized the limitations of only targeting images, as well as the importance of integrating multimodal inputs into medical image analysis. The lack of comprehensive surveys of the current literature, however, impedes the progress of this domain. Existing research perspectives, as well as the architectures, tasks, datasets, and performance measures examined in the present literature, are reviewed in this work, and we also provide a brief description of possible future directions in the field, aiming to provide researchers and healthcare professionals with a detailed summary of existing academic research and to provide rational insights to facilitate future research.
Humans ; Natural Language Processing ; Surveys and Questionnaires

OBJECTIVETo identify the predictive factors for differentiating pancreatic ductal adenocarcinoma (PDAC) from other neoplastic solid pancreatic lesions and assess the accuracy of endoscopic ultrasound-guided fine needle aspiration (EUS-FNA) for diagnosis of PDAC.

METHODSWe retrospectively analyzed the clinical data of patients referred for EUS-FNA evaluation of pancreatic lesions in the Digestive Endoscopic Center of Nanfang Hospital between January, 2009 and May, 2016. The cases with unknown diagnosis, missing data, repeated punctures, cystic lesions and benign lesions were excluded from the analysis. The positivity rates of EUS-FNA were compared between patients with PDAC and those with non-PDAC lesions, and the sensitivity, specificity, positive predictive value, negative predictive value and accuracy of EUS-FNA were assessed in the diagnosis of PDAC. Univariate and multivariate logistic regression analyses were used to identify the factors for differentiating PDAC from non-PDAC lesions based on the demographic characteristics, clinical presentations, laboratory data, and endoscopic ultrasonography imaging features of the patients.

RESULTSAmong the 75 patients with solid neoplastic pancreatic lesions, 54 (72.0%) were found to have PDAC and 21 (28.0%) had non-PDAC lesions. The sensitivity, specificity, positive predictive value, negative predictive value, and accuracy of EUS-FNA for the diagnosis of PDAC were 77.8%, 100.0%, 100.0%, 63.6% and 84.0%, respectively. No significant difference was found in the positivity rate of EUS-FNA between patients with PDAC and those with non-PDAC lesions (77.8% 76.2%, > 0.05). Multivariate regression analysis identified abdominal pain (=5.163, 95%: 1.093-24.389, =0.038), lesion size (=0.926, 95%: 0.877-0.978, =0.006), characteristics of the solid lesions (=7.105, 95%: 1.440-35.043, =0.016), and evidence of metastases (=6.165, 95%: 1.332-28.533, =0.020) as the independent factors for predicting PDAC.

CONCLUSIONSThe pretest characteristics including abdominal pain, evidence of metastases, and lesion size and lesion characteristics defined by endoscopic ultrasonography findings can reliably predict a diagnosis of PDAC. EUS-FNA has a high sensitivity and a high specificity for the diagnosis of PDAC.

Objective To investigate the diagnostic value of endoscopic ultrasound-guided fine needle aspiration ( EUS-FNA) on malignant lesions in gastrointestinal adjacent tissue, and further to analyze the risk factors influencing positive rate of EUS-FNA. Methods The clinical data of 171 patients undergoing EUS-FNA from January 2009 to May 2016 were collected. The lesion location, size and characteristics, the number of needle passes, puncture suction negative pressure, size of puncture needle, and years of operator experience in EUS were retrospectively analyzed. Results The overall sensitivity, specificity, and accuracy of EUS-FNA in the diagnosis of malignant lesions were 78. 3％ ( 83/106) , 100. 0％ ( 65/65) , and 86. 5％( 148/171) , respectively. The univariable logistic regression analysis demonstrated that the risk factors of EUS-FNA were lesion location, lesion characteristics, and lesion size. In multivariate analysis, larger lesion size ( OR=1. 029, 95％CI: 1. 011-1. 047, P=0. 001) and lesion characteristics of solid ( OR=5. 098, 95％CI:1. 324-19. 633, P=0. 018) were independent factors affecting the positive rate of EUS-FNA. Among 171 cases performed by EUS-FNA, the incidence of postoperative complications was 1. 75％ ( 3/171 ) included 2 cases of fever and 1 case of acute pancreatitis, which were improved after conservative treatment. Conclusion EUS-FNA is a safe and effective method of cytological and histological diagnosis with high accuracy and sensitivity, importantly in distinguish malignancy from benign lesion in gastrointestinal adjacenttissue. Positive rate of diagnosis on malignant lesions by EUS-FNA is positively correlated with lesion size, and EUS-FNA positive rate of solid malignant lesions is significantly higher than that of cystic lesions.