OBJECTIVES: We propose a Contrastive Regional Attention and Prior Knowledge-Infused U-Transformer model (CRAKUT) to address the challenges of imbalanced text distribution, lack of contextual clinical knowledge, and cross-modal information transformation to enhance the quality of generated radiology reports. METHODS: The CRAKUT model comprises 3 key components, including an image encoder that utilizes common normal images from the dataset for extracting enhanced visual features, an external knowledge infuser that incorporates clinical prior knowledge, and a U-Transformer that facilitates cross-modal information conversion from vision to language. The contrastive regional attention in the image encoder was introduced to enhance the features of abnormal regions by emphasizing the difference between normal and abnormal semantic features. Additionally, the clinical prior knowledge infuser within the text encoder integrates clinical history and knowledge graphs generated by ChatGPT. Finally, the U-Transformer was utilized to connect the multi-modal encoder and the report decoder in a U-connection schema, and multiple types of information were used to fuse and obtain the final report. RESULTS: We evaluated the proposed CRAKUT model on two publicly available CXR datasets (IU-Xray and MIMIC-CXR). The experimental results showed that the CRAKUT model achieved a state-of-the-art performance on report generation with a BLEU-4 score of 0.159, a ROUGE-L score of 0.353, and a CIDEr score of 0.500 in MIMIC-CXR dataset; the model also had a METEOR score of 0.258 in IU-Xray dataset, outperforming all the comparison models. CONCLUSIONS The proposed method has great potential for application in clinical disease diagnoses and report generation.
Humans ; Radiology Information Systems ; Radiology

Objective To assess the nutritional status of patients undergoing preventive ileostomy and identify the factors that influence the status,thereby providing guidance for medical staff to formulate nutritional intervention strategies.Methods Convenient sampling was used to select 239 patients undergoing preventive ileostomy who were attending follow-up visits or hospitalized while awaiting stoma closure at 4 tertiary hospitals in Guangzhou from November 2023 to July 2024.Data was collected by a general information questionnaire and the Patient-Generated Subjective Global Assessment tool.Factors influencing nutritional status were analyzed by multivariable ordinal Logistic regression.Results Of the 239 patients,227 provided valid responses.The nutritional status was categorized as follows:64 patients(28.19％)had good nutrition or were at risk of malnutrition;104(45.81％)exhibited moderate malnutrition;59(25.99％)had severe malnutrition.Multivariable ordinal Logistic regression analysis revealed that preoperative cumulative chemotherapy cycles,postoperative duration,age,current dietaiy type,use of oral nutritional supplements(ONS),enterostomy-related complications,and stoma self-care ability were significant predictors of nutritional status(P＜0.05).Conclusion Patients undergoing preventive ileostomy are at a high risk of moderate to severe malnutrition and ONS provided to patients did not result in a meaningful improvement in their nutritional health.Specifically,those patients with a higher number of cumulative preoperative chemotherapy cycles,shorter postoperative recovery time,aged ≥ 65 years,liquid diet or semi-liquid diet,experiencing enterostomy-related complications,or poor stoma self-care ability,are particularly vulnerable to malnutrition.These findings underscore the need for medical staff to formulate intervention strategies based on these factors to improve nutritional status of patients undergoing preventive ileostomy.

Objective To assess the nutritional status of patients undergoing preventive ileostomy and identify the factors that influence the status,thereby providing guidance for medical staff to formulate nutritional intervention strategies.Methods Convenient sampling was used to select 239 patients undergoing preventive ileostomy who were attending follow-up visits or hospitalized while awaiting stoma closure at 4 tertiary hospitals in Guangzhou from November 2023 to July 2024.Data was collected by a general information questionnaire and the Patient-Generated Subjective Global Assessment tool.Factors influencing nutritional status were analyzed by multivariable ordinal Logistic regression.Results Of the 239 patients,227 provided valid responses.The nutritional status was categorized as follows:64 patients(28.19％)had good nutrition or were at risk of malnutrition;104(45.81％)exhibited moderate malnutrition;59(25.99％)had severe malnutrition.Multivariable ordinal Logistic regression analysis revealed that preoperative cumulative chemotherapy cycles,postoperative duration,age,current dietaiy type,use of oral nutritional supplements(ONS),enterostomy-related complications,and stoma self-care ability were significant predictors of nutritional status(P＜0.05).Conclusion Patients undergoing preventive ileostomy are at a high risk of moderate to severe malnutrition and ONS provided to patients did not result in a meaningful improvement in their nutritional health.Specifically,those patients with a higher number of cumulative preoperative chemotherapy cycles,shorter postoperative recovery time,aged ≥ 65 years,liquid diet or semi-liquid diet,experiencing enterostomy-related complications,or poor stoma self-care ability,are particularly vulnerable to malnutrition.These findings underscore the need for medical staff to formulate intervention strategies based on these factors to improve nutritional status of patients undergoing preventive ileostomy.

Objective:To evaluate the effect of preoperative cognitive behavioral therapy (CBT) on pain catastrophizing in the patients with orthopedic trauma.Methods:A total of 120 patients with lower extremity bone trauma, aged 18-64 yr, of American Society of Anesthesiologists physical status Ⅰor Ⅱ, with body mass index of 18-28 kg/m 2, with Pain Catastrophic Scale (PCS) score on admission >16, scheduled for surgical treatment, were enrolled.The patients were divided into 2 groups ( n=60 each) by the stratified randomization method based on the type of fracture: CBT group and routine group (group R). Group CBT received CBT for pain through the internet on the day of admission and one day before operation.The patients in both groups underwent reduction and internal fixation of lower extremity fractures under combined spinal-epidural anesthesia.The PCS scores were recorded immediately after admission and on the morning of the operation day.The effective pressing times of the patient-controlled analgesia pump, consumption of analgesics for rescue analgesia, and occurrence of nausea and vomiting within 48 h after operation were recorded.The visual analogue scale score of the surgical site during activity and occurrence of the score >3 at 3 months after operation and use of opioids within 3 months after operation were recorded. Results:Compared with group R, the PCS score was significantly decreased on the morning of the operation day, the pressing times of the patient-controlled analgesia pump, consumption of analgesics for rescue analgesia and incidence of nausea and vomiting within 48 h after operation were decreased, the requirement for opioids within 3 months after operation was decreased ( P<0.05), and no significant change was found in VAS score during activity and occurrence of the score >3 at 3 months after operation in group CBT ( P>0.05). Conclusions:Preoperative CBT can reduce the degree of pain catastrophizing and is helpful in increasing the quality of postoperative analgesia in the patients with orthopedic trauma.

Objective To evaluate the effect of sevoflurane preconditioning on the expression of metabotropic glutamate receptor type Ⅱ( mGluRⅡ) during focal cerebral ischemia-reperfusion ( I∕R) in rats. Methods Forty-eight clean-grade healthy male Sprague-Dawley rats were divided into 3 groups (n＝16 each) using a random number table method: sham operation group ( group S), cerebral I∕R group (group I∕R) and sevoflurane preconditioning group (group Sev). Rats were anesthetized with 10% chloral hydrate 3 ml∕kg. Focal cerebral I∕R was produced by occlusion of the right middle cerebral artery for 2 h fol-lowed by 24 h reperfusion. In group Sev, 2. 7% sevoflurane was inhaled for 1 h and 24 h later focal cerebral I∕R was produced. At 24 h after reperfusion, neurological deficit was scored, the cerebral infarct size was determined by TTC staining, the cell apoptosis in ischemic penumbra was observed by TUNEL, IκB-α ex-pression was detected by Western blot, and mGluRⅡexpression was determined by immunofluorescent stai-ning. The apoptosis rate was calculated. Results Compared with group S, the neurological deficit score, cerebral infarct size and apoptosis rate were significantly increased, the expression of mGluRⅡwas up-regu-lated, and the expression of IκB-α was down-regulated in I∕R and Sev groups ( P＜0. 05). Compared with group I∕R, the neurological deficit score, cerebral infarct size and apoptosis rate were significantly de-creased, the expression of mGluRⅡwas down-regulated, and the expression of IκB-α was up-regulated in group Sev (P＜0. 05). Conclusion Sevoflurane preconditioning reduces focal cerebral I∕R injury through inhibiting the expression of mGluRⅡ in rats.

Objectives To provide reference for the improve of health care system and healthcare insurance con-trolling method, through researching on the value-based healthcare paying system in South Korea. Methods The basic characteristics of the Korean health care system was researched, Specifically, its reform experiences of value-based health insurance review and assessment paying system,which government took. Results South Korea’s health care pay-ing system had achieved both good social and policy effects. Conclusions Value-based health care paying system is the main reason for the reducing of health care expenditures and making of scientific health policy.

Objective To evaluate the effect of isoflurane preconditioning on inflammatory responses during spinal cord injury (SCI ) in rats .Methods Sixty adult male Sprague-Dawley rats ,weighing 250-300 g , were randomly divided into 3 groups ( n= 20 each ) using a random number table :sham operation group (S group) , SCI group , and isoflurane preconditioning group (I group ) . The animals were anesthetized with intraperitoneal pentobarbital sodium 40 mg/kg .SCI was produced by a weight-drop contusion at the T10 level .The rats inhaled 2% isoflurane for 2 h ,and the model was established at 24 h after the end of isoflurane inhalation in I group . Neurological function was assessed and scored by using the the Basso , Beattie , Bresnahan (BBB ) Locomotor Rating Scale on 7 days after SCI .Five rats in each group were then chosen and spinal cord specimens were obtained and cut into sections which were stained with haematoxylin and eosin for determination of the viable neuron count .Fifteen rats in each group were sacrificed and the spinal cord was removed for detection of nuclear factor kappaB (NF-κB ) and interleukin-1β (IL-1β) expression (by Western blot ) .Results Compared with S group ,BBB score and the number of viable neurons were significantly decreased ,and the expression of NF-κB and IL-1βprotein was up-regulated in SCI group ( P<0.05) .Compared with SCI group ,BBB score and the number of viable neurons were significantly increased ,and the expression of NF-κB and IL-1βprotein was down-regulated in group I ( P<0.05 ) .Conclusion The mechanism by which isoflurane preconditioning protects the spinal cord is related to inhibition of inflammatory responses in rats .

Schizophrenia is one of the most serious mental diseases found in humans. Previous studies indicated that the single nucleotide polymorphism (SNP) rs1344706 in the gene ZNF804A encoding zinc finger protein 804A was associated with schizophrenia in Caucasian population but not in Chinese Han population. However, current results are conflicting in Asian population. In the present study, a meta-analysis was performed to revisit the association between rs1344706 and the risk of schizophrenia in Asian, Caucasian and other populations. Electronic search of PubMed database identified 25 case–control studies with available genotype frequencies of rs1344706 for the meta-analysis, involving a total of 15,788 cases and 22,654 controls. A pooled odds ratio (OR) with 95% confidence interval (CI) was used to assess the association. The current meta-analysis showed an association between rs1344706 and schizophrenia in Caucasian populations (P= 0.028, OR= 1.138, 95% CI: 1.014–1.278; P = 0.004 for heterogeneity) and Asian populations (P = 0.008, OR = 1.092, 95% CI: 1.023–1.165; P = 0.001 for heterogeneity), but not in other populations (P= 0.286, OR= 1.209, 95% CI: 0.853–1.714, P = 0.120 for heterogeneity). Egger’s test (P > 0.05) and Begg’s test (P>0.05) are both suggestive of the lack of publication bias for the included studies. Thus, the absence of association in other populations suggests a genetic heterogeneity in the susceptibility of schizophrenia and demonstrates the difficulties in replicating genome-wide association study findings regarding schizophrenia across different ethnic populations. To validate the association between rs1344706 and schizophrenia, further studies with larger participant populations worldwide are needed.

OBJECTIVETo analyze genetic mutation and molecular pathogenesis in a family affected with inherited coagulation factor XII(FXII) deficiency.

METHODSActivated partial thromboplastin time (APTT), FXII procoagulant activity (FXII:C), FXII antigen (FXII:Ag) and other coagulants were measured. For affected members of the family, exons 1-14 and flanking intronic regions of the FXII gene were amplified with polymerase chain reaction (PCR) and sequenced thereafter. Expression plasmids containing mutant FXII cDNA was constructed and transfected into COS7 cells transiently. Expressions of FXII:Ag and FXII:C were analyzed.

RESULTSThe proband has manifested a prolonged APTT of 108.1 s (reference range: 27.0-41.0 s). Her husband has a normal APTT. Other members of the family had slightly increased APTT. The FXII:C and FXII:Ag of the proband have both dropped to about 0.01 (reference range: 0.72-1.13). The FXII:C levels of her husband, son, daughter and grandchild were 0.57, 0.24, 0.14, 0.16, respectively. And the FXII:Ag levels in her husband, son, daughter and grandchild were 0.55, 0.27, 0.15, 0.21, respectively. The proband and her daughter have both carried a heterozygous deletional mutation 6800-6808delAGCTGGGAG (6800-6808del9bp) in exon 9. For the promoter region of the FXII gene, the genotypes of the proband, her son, daughter and grandchild was TT, whilst that of her husband was CT. Expression study has shown that, whilst the mutant FXII protein has accumulated in the cells similar to wild-type protein, its secretion has reduced approximately by half.

CONCLUSIONA novel deletional mutation 6800-6808del9bp has been identified in the FXII gene. Although mutant FXII protein can still accumulate in cells, its secretion has become insufficient. The 6800-6808del9bp mutation and 46T/T have both contributed to the pathogenesis of FXII deficiency in the family, but may have not been the sole cause.

Adult ; Aged ; Animals ; Base Sequence ; COS Cells ; Cell Line ; Cercopithecus aethiops ; Factor XII ; genetics ; metabolism ; Factor XII Deficiency ; diagnosis ; genetics ; Female ; Gene Expression ; Genotype ; Humans ; Male ; Middle Aged ; Molecular Sequence Data ; Mutation ; Pedigree ; Phenotype ; Young Adult

Objective To investigate the neuroprotective effect of soluble epoxide hydrolase (sEH) inhibitor 12-(3-adamantan-l-yl-ureido) dodecanoic acid (AUDA) on focal cerebral ischemia/reperfusion in rats and its mechanisms.Methods Sixty male Sprague-Dawley rats were randomly divided into sham operation and saline control groups,as well as low-dose (0.157 ml/kg),medium-dose (0.235 ml/kg) and high-dose (0.314 ml/kg) AUDA groups (n =12 in each group).Four rats in each group were selected for infarct volume,cell apoptosis and p-Akt immunohistochemistry detection.A model of middle cerebral artery ischemia/ reperfusion was induced by the suture method.The corresponding dose AUDA or equal volume of saline was injected intraperitoneally before reperfusion in each AUDA group and the saline control group.Neurological deficit scores were performed at 24 h of reperfusion.2,3,5 triphenyltetrazolium chloride (TTC) staining was used to detect infarct volume.TdT-mediated dUTP nick end labeling (TUNEL) was used to detect apoptotic cells of brain tissue in the periinfarction area.Immunohistochemical method was used to detect p-Akt expression of brain tissue in the peri-infarction area.Results TTC staining showed no infarction was observed in the sham operation group.The infarction volumes in the saline control group as well as the low-dose,medlum-dose and high-dose AUDA groups were 254.146 ± 25.481,212.679 ± 7.514,150.188 ± 33.997,and 99.563 ± 3.415 mm3,respectively.There were significant differences (F =39.637,P =0.000).The each dose AUDA group was significant less than the control group (all P=0.000).The medium-dose AUDA group was significantly less than the low-dose AUDA group (P=0.002),and the high-dose AUDA group was also significantly less than the low-dose AUDA group (P =0.000) and medium-dose AUDA group (P =0.006).TUNEL staining showed that a small number of apoptotic cells (6.400 ± 1.477/high-power field) were observed in the sham operation group.The numbers of apoptotic cells in the saline control group as well as in the low-dose,medium-dose and high-dose AUDA groups were 57.550 ± 13.067,47.030 ± 8.423,34.530 ± 4.393 and 26.400 ± 2.683/high power field,respectively.Each dose AUDA group was significantly less than the saline control group (all P ＜0.01).The medium-dose and high-dose AUDA groups were significantly less than the low-dose AUDA group (P ＜ 0.01),and the high-dose AUDA group was also significantly less than the medium-dose AUDA group (P ＜0.01).Immunohistochemistry showed that only a few p-Akt-positive cells (3.325 ± 1.438/high power field) were observed in the sham operation group.The numbers of p-Akt-positive cells in the saline control group as well as the low-dose,medium-dose and high-dose AUDA groups were 9.450 ±2.531,16.400 ± 3.865,22.875 ± 7.974,and 29.300 ± 3.203/high-power field,respectively.Each dose AUDA group was significantly more than the saline control group (all P ＜0.01).The medium-dose and high-dose AUDA groups were significantly more than the low-dose AUDA group (all P ＜0.01).The high-dose AUDA group was also significantly more than the medium-dose AUDA group (P ＜ 0.01).Conclusions The inhibition of sEH may decrease neuronal apoptosis and reduce infarct volume in the peri-infarction area by upregulating the PI3K/Akt pathway.It has a neuroprotective effect for focal cerebral ischemia/reperfusion in rats.