Schizophrenia (SZ) stands as a severe psychiatric disorder. This study applied diffusion tensor imaging (DTI) data in conjunction with graph neural networks to distinguish SZ patients from normal controls (NCs) and showcases the superior performance of a graph neural network integrating combined fractional anisotropy and fiber number brain network features, achieving an accuracy of 73.79% in distinguishing SZ patients from NCs. Beyond mere discrimination, our study delved deeper into the advantages of utilizing white matter brain network features for identifying SZ patients through interpretable model analysis and gene expression analysis. These analyses uncovered intricate interrelationships between brain imaging markers and genetic biomarkers, providing novel insights into the neuropathological basis of SZ. In summary, our findings underscore the potential of graph neural networks applied to multimodal DTI data for enhancing SZ detection through an integrated analysis of neuroimaging and genetic features.
Humans ; Schizophrenia/pathology* ; Diffusion Tensor Imaging/methods* ; Male ; Female ; Adult ; Brain/metabolism* ; Young Adult ; Middle Aged ; White Matter/pathology* ; Gene Expression ; Nerve Net/diagnostic imaging* ; Graph Neural Networks

Objective:To understand the infection status and molecular types of rhinovirus (RV) among cases of Acute Respiratory Infections (ARIs) in Luohe City, Henan Province, from 2017 to 2022.Methods:From October 2017 to June 2022, clinical and epidemiological data were collected from 2 270 cases of ARIs at Luohe Central Hospital in Henan Province. Throat swab specimens were obtained from these cases. Real-time quantitative polymerase chain reaction (qPCR) was used to screen for RV-positive specimens. Subsequently, the positive samples were subjected to nested reverse transcription polymerase chain reaction (nested RT-PCR) to amplify the full-length VP1 region. Using the MEGA software, along with 169 RV reference strains recommended by the International Committee on Taxonomy of Viruses, a phylogenetic tree was constructed to determine RV types.Results:Among the 2 270 cases of ARIs, there were 1 283 male cases (56.52%). The median age ( Q 1, Q 3) was 3 (1, 6) years, with the population under 5 years old accounting for 68.59% (1 557/2 270). RV was detected in 137 cases (6.04%), of which 68 cases (49.64%) showed co-detection with other viruses, with the most common being co-detection with enterovirus, accounting for 14.60% (20/137). The RV detection rates in the age groups of 0-4 years, 5-14 years, 15-59 years, and≥60 years were 6.42% (100/1 557), 4.69% (21/448), 3.80% (6/158), and 9.35% (10/107), respectively, with no statistically significant differences ( χ2=5.310, P=0.150). The overall detection rates of RV before (2017-2019) and during (2020-2022) the COVID-19 pandemic showed no statistically significant difference ( χ2=1.823, P=0.177). A total of 109 VP1 sequences were obtained, including 62 types. Among them, RV-A, RV-B, and RV-C had 42, 3, and 17 types respectively. Conclusion:RV is one of the predominant pathogens in ARIs cases in Luohe City, Henan Province, from 2017 to 2022. Multiple types of RV co-circulate without any apparent dominant type.

To conduct timely surveillance of the seasonal characteristics and disease burden of Human Respiratory Syncytial Virus (HRSV) in various geographical regions of China, and further develop more precise and effective prevention and intervention strategies, there is an urgent need for China to establish a nationwide, effective, and stable HRSV surveillance system. Through combining the current status of domestic and international HRSV surveillance systems and the existing surveillance framework in China, this study proposed an HRSV surveillance type applicable to China based on different surveillance purposes, and considering the feasibility of implementation. This article aimed to provide solid scientific and technical support to monitor the dynamic changes of HRSV epidemic timely, carry out a risk assessment and early warning, and further understand the disease burden of HRSV in China. It also helps to improve the diagnosis, prevention, and control of the HRSV diseases research and development, use, and evaluation of HRSV vaccines and drugs in China.

Objective:To analyze the results of serum IgM antibody and viral nucleic acid testing in measles and rubella cases in China from 2014 to 2023.Methods:Surveillance data on measles and rubella during 2014-2023 were obtained from the Chinese Disease Prevention and Control Information System, and cases that underwent measles/rubella IgM antibody testing and viral nucleic acid testing were included in the study. Information on the number of cases, vaccination status, and laboratory test results was collected, and laboratory test results were compared among cases with different times of rash or onset and different doses of vaccination.Results:From 2014 to 2023, the total number of measles and rubella surveillance cases was 581 746, and the number of measles and rubella cases that underwent both IgM antibody and viral nucleic acid testing was 39 124 and 21 766, respectively, with a double-positive rate of IgM antibody and viral nucleic acid testing of 63.73% (for measles) and 41.68% (for rubella). The single-positive rate for IgM antibody was 21.12% (for measles) and 27.15% (for rubella). The single-positive rate for viral nucleic acid tests was 13.84% (for measles) and 28.19% (for rubella). According to different days of rash or onset (0-3, 4-5, 6-10 and >10), samples of 24 629 (62.95%) measles cases and 15 785 (72.52%) rubella cases were from within 3 days of rash or onset, and the single positive rate of viral nucleic acid detection was 16.90% (for measles) and 32.07% (for rubella). The single positive rate of IgM antibody increased gradually with the time of onset (measles: χ 2trend=314.098, P<0.001, rubella: χ 2trend=763.846, P<0.001), and reached 31.66% (for measles) and 53.12% (for rubella) after 10 days of rash or onset. Depending on the number of vaccination doses (1, 2,≥3), the single positive rate of viral nucleic acid detection ranged from 12.93% to 20.29% (for measles) and from 25.30% to 27.88% (for rubella). The single positive rate of IgM antibody detection ranged from 36.89% to 47.47% (for measles) and from 22.81 to 41.15% (for rubella). Conclusions:Combined testing of serum IgM antibody and viral nucleic acids could facilitate laboratory confirmation of measles and rubella cases and was also important for measles and rubella elimination efforts.

Purpose To investigate the clinicopathological features,diagnosis and differential diagnosis of the primordial odontogenic tumour(POT).Methods Clinical data of 4 cases of jawbone POT were collected.Imaging examination,HE,and immunohistochemical EnVision two-step staining was used to an-alyze their clinical and pathological characteristics,and relevant literatures were reviewed.Results The age arranged from 5 years to 21 years.2 cases were male and 2 case were female.There were 2 cases in maxilla and 2 cases in mandible.The clinical presentation was a slow growing painless mass.Cut sur-face of the tumor was appeared grayish yellow and grayish white,the tumor involved the crown of an unerupted tooth.The tumour consisted of a proliferation of spindled and stellate cells in myx-oid stroma.Surfaced by cuboidal to columnar epithelium forming papillary structures and invaginations.Calcification was observed in 2 cases.Conclusion POT is a rare benign mixed odontogen-ic tumor that is more common in children and adolescents.Mas-tering its characteristic histological morphology can make a cor-rect diagnosis.Local complete resection of the tumor has a good prognosis.

Purpose/Significance To construct a Chinese medical knowledge Q&A corpus dataset as a standardized evaluation bench-mark for large language models(LLMs)in the medical domain,so as to improve the accuracy and efficiency of LLMs in handling Chinese medical questions.Method/Process Chinese medical paper knowledge,medical terminology explanations and supplementary questions are acquired from the Chinese medical licensing examination,and open-source Chinese medical Q&A datasets are encompassed in the developed Q&A datasets.Result/Conclusion The Chinese medical knowledge Q&A corpus datasets enrich the sources of existing datasets and promote the objective and comprehensive quantitative evaluation of large models in the medical field.In the near future,additional data such as electronic medical records and those from online health communities will be used to strengthen the support of artificial intelli-gence for the Healthy China strategy.

Objective:To study the distribution of drug resistance genes and virulence genes in multidrug-resistant Salmonella typhimurium strains.Methods:A total of 96 strains of Salmonella typhimurium were collected，and drug sensitivity tests were performed to evaluate the drug resistance and multidrug-resistance of Salmonella typhimurium.Multidrug-resistant Salmonella typhimurium strains were selected to conducted whole genome sequencing，and the distribution of drug resistance genes and virulence genes in the strain were analyzed.Results:Salmonella typhimurium strains had the highest resistance rates to ampicillin and ampicillin/sulbactam，with 89.58% and 76.04%，respectively.Followed by trimethoprim/sulfamethoxazole，ceftriaxone，and aztreonam，with 47.92%，38.54% and 33.33%，respectively，and low resistance rates to ciprofloxacin and levofloxacin，with 8.33% and 4.17%，respectively.Ninety-six strains were all sensitive to carbapenem antibiotics and piperacillin/tazobactam.Fifty-seven strains（59.38%）of Salmonella typhimurium showed multidrug-resistance.Resistance genes were detected in all 57 multidrug-resistant Salmonella typhimurium strains,with higher carrier rates of 98.25%,77.19%,and 59.65% for aac(6')-Iaa,aadA22,and blaTEM-1B,respectively.The multidrug-resistant Salmonella typhimurium strains had the highest carrier rates for invA，sipA，sseL，and sopB.Conclusion:Multidrug-resistant Salmonella typhimurium strains have a high incidence and a high carrier rate for multiple drug resistance genes and virulence genes.The monitoring and prevention of Salmonella typhimurium should be strengthened in the clinic in order to reduce the spreading epidemic of multidrug-resistant strains.

Objective:To understand the infection status and molecular types of rhinovirus (RV) among cases of Acute Respiratory Infections (ARIs) in Luohe City, Henan Province, from 2017 to 2022.Methods:From October 2017 to June 2022, clinical and epidemiological data were collected from 2 270 cases of ARIs at Luohe Central Hospital in Henan Province. Throat swab specimens were obtained from these cases. Real-time quantitative polymerase chain reaction (qPCR) was used to screen for RV-positive specimens. Subsequently, the positive samples were subjected to nested reverse transcription polymerase chain reaction (nested RT-PCR) to amplify the full-length VP1 region. Using the MEGA software, along with 169 RV reference strains recommended by the International Committee on Taxonomy of Viruses, a phylogenetic tree was constructed to determine RV types.Results:Among the 2 270 cases of ARIs, there were 1 283 male cases (56.52%). The median age ( Q 1, Q 3) was 3 (1, 6) years, with the population under 5 years old accounting for 68.59% (1 557/2 270). RV was detected in 137 cases (6.04%), of which 68 cases (49.64%) showed co-detection with other viruses, with the most common being co-detection with enterovirus, accounting for 14.60% (20/137). The RV detection rates in the age groups of 0-4 years, 5-14 years, 15-59 years, and≥60 years were 6.42% (100/1 557), 4.69% (21/448), 3.80% (6/158), and 9.35% (10/107), respectively, with no statistically significant differences ( χ2=5.310, P=0.150). The overall detection rates of RV before (2017-2019) and during (2020-2022) the COVID-19 pandemic showed no statistically significant difference ( χ2=1.823, P=0.177). A total of 109 VP1 sequences were obtained, including 62 types. Among them, RV-A, RV-B, and RV-C had 42, 3, and 17 types respectively. Conclusion:RV is one of the predominant pathogens in ARIs cases in Luohe City, Henan Province, from 2017 to 2022. Multiple types of RV co-circulate without any apparent dominant type.

To conduct timely surveillance of the seasonal characteristics and disease burden of Human Respiratory Syncytial Virus (HRSV) in various geographical regions of China, and further develop more precise and effective prevention and intervention strategies, there is an urgent need for China to establish a nationwide, effective, and stable HRSV surveillance system. Through combining the current status of domestic and international HRSV surveillance systems and the existing surveillance framework in China, this study proposed an HRSV surveillance type applicable to China based on different surveillance purposes, and considering the feasibility of implementation. This article aimed to provide solid scientific and technical support to monitor the dynamic changes of HRSV epidemic timely, carry out a risk assessment and early warning, and further understand the disease burden of HRSV in China. It also helps to improve the diagnosis, prevention, and control of the HRSV diseases research and development, use, and evaluation of HRSV vaccines and drugs in China.

Objective:To analyze the results of serum IgM antibody and viral nucleic acid testing in measles and rubella cases in China from 2014 to 2023.Methods:Surveillance data on measles and rubella during 2014-2023 were obtained from the Chinese Disease Prevention and Control Information System, and cases that underwent measles/rubella IgM antibody testing and viral nucleic acid testing were included in the study. Information on the number of cases, vaccination status, and laboratory test results was collected, and laboratory test results were compared among cases with different times of rash or onset and different doses of vaccination.Results:From 2014 to 2023, the total number of measles and rubella surveillance cases was 581 746, and the number of measles and rubella cases that underwent both IgM antibody and viral nucleic acid testing was 39 124 and 21 766, respectively, with a double-positive rate of IgM antibody and viral nucleic acid testing of 63.73% (for measles) and 41.68% (for rubella). The single-positive rate for IgM antibody was 21.12% (for measles) and 27.15% (for rubella). The single-positive rate for viral nucleic acid tests was 13.84% (for measles) and 28.19% (for rubella). According to different days of rash or onset (0-3, 4-5, 6-10 and >10), samples of 24 629 (62.95%) measles cases and 15 785 (72.52%) rubella cases were from within 3 days of rash or onset, and the single positive rate of viral nucleic acid detection was 16.90% (for measles) and 32.07% (for rubella). The single positive rate of IgM antibody increased gradually with the time of onset (measles: χ 2trend=314.098, P<0.001, rubella: χ 2trend=763.846, P<0.001), and reached 31.66% (for measles) and 53.12% (for rubella) after 10 days of rash or onset. Depending on the number of vaccination doses (1, 2,≥3), the single positive rate of viral nucleic acid detection ranged from 12.93% to 20.29% (for measles) and from 25.30% to 27.88% (for rubella). The single positive rate of IgM antibody detection ranged from 36.89% to 47.47% (for measles) and from 22.81 to 41.15% (for rubella). Conclusions:Combined testing of serum IgM antibody and viral nucleic acids could facilitate laboratory confirmation of measles and rubella cases and was also important for measles and rubella elimination efforts.