OBJECTIVE: To explore the association between blood glucose trajectories within 7 days of intensive care unit (ICU) admission and mortality in patients with sepsis-associated acute respiratory distress syndrome (ARDS). METHODS: Based on the MIMIC-IV database, sepsis-associated ARDS patients with daily blood glucose monitoring data within 7 days of ICU admission were selected. Blood glucose trajectories were analyzed using group-based trajectory modeling (GBTM), and the optimal number of groups was determined based on the minimum Akaike information criterion (AIC), Bayesian information criterion (BIC), average posterior probability (AvePP), odds of correct classification (OCC), and proportion of group membership (Prop). Baseline characteristics including demographics, comorbidities, severity scores, vital signs, laboratory indicators within the first 24 hours of ICU admission, and treatments were collected. Kaplan-Meier survival curves were used to compare 28-day and 1-year survival across trajectory groups. Multivariate Logistic regression was performed to evaluate the associations between glucose trajectory groups and in-hospital mortality, ICU mortality. The incidence of hypoglycemia within 7 days in the ICU was analyzed among different groups. RESULTS: A total of 3 869 patients with sepsis-associated ARDS were included, with a median age of 63.52 (52.13, 73.54) years; 59.6% (2 304/3 869) were male. Based on glucose levels within 7 days, patients were categorized into three groups: persistent hyperglycemia group (glucose maintained at 10.6-13.1 mmol/L, n = 894), moderate glucose group (7.8-8.9 mmol/L, n = 1 452), and low-normal glucose group (6.1-7.0 mmol/L, n = 1 523). There were statistically significant differences in 28-day mortality and 1-year mortality among low-normal glucose group, moderate glucose group, and persistent hyperglycemia group [28-day mortality: 11.42% (174/1 523), 19.83% (288/1 452), 25.50% (228/894), χ ² = 82.545, P < 0.001; 1-year mortality: 23.31% (355/1 523), 33.75% (490/1 452), 39.49% (353/894), χ ² = 77.376, P < 0.001]. Kaplan-Meier analysis showed that higher glucose trajectories were associated with significantly lower 28-day and 1-year cumulative survival rates (Log-rank test: χ ² were 83.221 and 85.022, both P < 0.001). There were statistically significant differences in in-hospital mortality and ICU mortality among the low-normal glucose group, moderate glucose group, and persistent hyperglycemia group [in-hospital mortality: 9.65% (147/1 523), 19.70% (286/1 452), 24.50% (219/894), χ ² = 102.020, P < 0.001; ICU mortality: 7.22% (110/1 523), 16.05% (233/1 452), 20.13% (180/894), χ ² = 93.050, P < 0.001]. Logistic regression confirmed that, using the persistent hyperglycemia group as the reference, the low-normal glucose group had significantly lower risks of in-hospital mortality and ICU mortality after multiple factor adjustment. Although the moderate glucose group showed a trend toward lower mortality, the differences were not statistically significant. Using the moderate glucose group as a reference, the low-normal glucose group had 43.1% lower in-hospital mortality [odds ratio (OR) = 0.569, 95% confidence interval (95%CI) was 0.445-0.726, P < 0.001] and 42.0% lower ICU mortality (OR = 0.580, 95%CI was 0.439-0.762, P < 0.001). There was no statistically significant difference in the incidence of hypoglycemia within 7 days of ICU admission among low-normal glucose group, moderate glucose group, and persistent hyperglycemia group [2.82% (43/1 523), 2.69% (39/1 452), 3.02% (27/894), χ ² = 0.226, P = 0.893]. CONCLUSIONS Blood glucose trajectories during ICU stay are closely associated with prognosis in patients with sepsis-associated ARDS. Persistent hyperglycemia (10.6-13.1 mmol/L) is linked to significantly higher short- and long-term mortality.
Humans ; Respiratory Distress Syndrome/etiology* ; Sepsis/blood* ; Intensive Care Units ; Male ; Female ; Middle Aged ; Blood Glucose/metabolism* ; Hospital Mortality ; Aged

This paper focuses on the application of health big data in cancer screening. Firstly, the sources and characteristics of health big data are introduced, then the commonly used epidemiological designs and analytical techniques in hospital-based cancer screening studies are summarized and the application scenarios of such studies are described. Finally, the challenges and future development in the application of health big data are analyzed to provide reference for the future studies.

A total of 1 557 cases were included in the Febrile Respiratory Syndrome (FRS) surveillance conducted in Daxing District between 2018 and 2023. Twelve respiratory pathogens were investigated: human influenza virus (HIFV), human respiratory syncytial virus (HRSV), human parainfluenza virus (HPIV), human rhinovirus (HRV), human enterovirus (HEV), human adenovirus (HadV), human metapneumovirus (HMPV), human bocavirus (HBoV), Mycoplasma pneumoniae (MP), Chlamydia pneumoniae (CP), human coronavirus (HCoV), and severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). Results demonstrated an overall pathogen detection rate of 25.31% (394/1 557), with descending prevalence as follows: HIFV, SARS-CoV-2, HRV, HPIV, MP, HCoV, HRSV, HEV, HMPV, HadV, HBoV, and CP. Temporal analysis revealed detection rates of 26.98% (150/556) for 2018-2019, 15.81% (95/601) for 2020-2022, and 37.25% (149/400) for 2023, showing statistically significant interannual variation (χ2=59.703, P<0.001). Compared with 2018-2019, 2023 exhibited significantly elevated detection rates for HIFV and HMPV ( P<0.05), while HRV, MP, HEV, and HBoV demonstrated significantly reduced rates ( P<0.05). Age-stratified analysis identified HIFV, HRSV, and HadV as the predominant pathogens in individuals aged <15 years, whereas SARS-CoV-2, HIFV, and HRV predominated in those aged ≥60 years.

OBJECTIVE To optimize the venipuncture disinfection procedures for the patients with psoriasis by modifying the skin pretreatment,number of times of disinfection and action time,evaluate the disinfection effects before and after the modification and observe the impact on skin barrier function.METHODS A total of 78 patients with psoriasis who were hospitalized in Air Force Medical Center of Special Medicine from Jan.2024 to Mar.2025 were enrolled in the study and were randomly divided into the control group and the study group,with 39 cases in each group.Both groups were disinfected with povidone iodine swabs.The control group was treated with a single clockwise spiral wipe centered on the puncture site,and the total time of embrocation and drying time was 60 s;the study group was treated with the modified disinfection method'pretreatment-bidirectional disinfec-tion-120-second drying',which was unidirectional wiping of puncture site skin of hand back with sterile swab in-filtrating with normal saline,a single clockwise spiral wipe centered on the puncture site,counter-clockwise wipe for two times,the total time of embrocation and drying 120 s in total.The skin specimens were collected from the puncture sites for culture and identification of pathogens before the disinfection and after the drying,and the trans-epidermal water loss(TEWL)volume was detected by TewameterTM 300 instrument.RESULTS Totally 16 types of pathogens were isolated from the two groups of patients before the disinfection,among which Staphylococcus spp was dominant.The bacterial colony counts were[26.00(8.00,74.00)]CFU/cm2 in the study group before the disinfection,[41.00(13.00,94.00)]CFU/cm2 in the control group,and there was no significant difference(P=0.081).The bacterial colony counts of the two groups were lower after the disinfection and drying than before the disinfection(P＜0.001),and the bacterial colony counts of the study group were[0.00(0.00,1.00)]CFU/cm2,lower than[1.00(0.00,4.00)]CFU/cm2 of the control group(P=0.042).The TEWL value of the two groups was greater after the disinfection than before the disinfection(P＜0.001),however,there was no between-group difference(P=0.933).CONCLUSION The modified disinfection procedure has more advantages in eradicating pathogens without increasing damage to skin barrier,it provides safer disinfection plans for the patients with psoriasis and is worthy to be promoted in the hospital.

Objective:To investigate the difference in brain activity intensity between methamphetamine (MA) dependent patients (MA group) and healthy controls (control group) using fractional amplitude of low-frequency fluctuation (fALFF), and to establish a classification model between these two groups using support vector machine (SVM).Methods:From February 2014 to October 2019, a total of 46 male MA-dependent patients and 46 male healthy controls were recruited from the Affiliated Kangning Hospital of Ningbo University. The study collected resting-state functional magnetic resonance imaging (rs-fMRI) data and analyzed the differences in brain functional activity between the two groups. This analysis was conducted using both static and dynamic fractional amplitude of low-frequency fluctuations (d-fALFF). Additionally, the study examined the correlation between fALFF/d-fALFF values in specific brain regions and the total scores, as well as each factor score, of the Brief Psychiatric Rating Scale (BPRS). Furthermore, the relationship between fALFF/d-fALFF values and the age of first use and total dose of MA in the MA group was investigated. Finally, the fALFF map and d-fALFF map of brain regions with significant differences between groups were used as features for constructing classification.Results:Compared to the healthy control group, those dependent on MA showed significantly increased fALFF mainly in the nucleus accumbens, caudate nucleus, thalamus, and amygdala nucleus( t=-5.21--2.72, all P<0.05). The MA group exhibited decreased fALFF in the superior frontal gyrus, middle frontal gyrus, orbital gyrus, and cingulate gyrus( t=3.59-5.00, all P<0.05). Most of the brain regions with decreased d-fALFF overlapped with those exhibiting decreased fALFF( t=3.33-4.87, all P<0.05). The results of the correlation analysis showed that the fALFF value of the right nucleus accumbens was positively correlated with the age of first use of MA ( r=0.537, P<0.001). There is no significant relationship between the abnormal fALFF and d-fALFF values in the MA group and the total scores and each factor scores of BPRS, as well as the total dose of MA taken (after removing outliers). Based on fALFF and d-fALFF values, the SVM classifier achieved accuracies of 90.33%±6.89% and 71.56%±7.80%, respectively. Conclusions:There are significant abnormalities in the low-frequency fluctuation of the resting brain in patients dependent on MA. These abnormalities reflect the rigidity of prefrontal cortex activity, functional impairment, and dysfunction of the anti-reward system. These factors may be one of the causes for MA dependent behavior and repeated episodes. In addition, the fALFF values may be helpful for distinguishing MA dependent individuals from the control group.

Objective:To investigate the epidemiological and clinical characteristics of patients with psittacosis, in order to provide a basis for early diagnosis and prevention of the disease.Methods:Clinical data of psittacosis cases reported in 2023 from China Disease Prevention and Control Information System in Daxing District, Beijing were collected, and the patients' general information, epidemiological characteristics, clinical characteristics, imaging examination results, laboratory test results, treatment and prognosis were retrospectively analyzed.Results:A total of 7 cases of psittacosis were reported in Daxing District in 2023, with no clustered infection in households or workplaces. There were 4 males and 3 females, with a median age of 66 years old, and a range of 52 to 82 years old. Epidemiological investigation revealed that 6 patients had a clear history of contact with poultry (4 had first contact with parrots or pigeons, and 2 had long-term exposure to pigeons, parrots or wild birds). The onset time was concentrated in April and May. The primary clinical manifestations included high fever (6 cases), fatigue (4 cases), and chills (3 cases). The imaging examination results showed that inflammatory changes occurred in the unilateral lung of 6 patients, and both lungs were affected in 1 patients. Laboratory test results indicated elevated neutrophill percentage in 6 patients, decreased white blood cell counts in 2 patients, elevated white blood cell counts in 2 patients, and elevated C-reactive protein levels in 7 patients. Metagenomic next-generation sequencing test showed that all seven patients were positive for Chlamydia psittaci. All 7 patients were treated with quinolone or tetracycline antibiotics, with 6 cured and discharged, and 1 died. Conclusion:Psittacosis is usually manifested clinically as high fever, fatigue, and unilateral lung inflammation, often associated with poultry exposure.

This paper focuses on the application of health big data in cancer screening. Firstly, the sources and characteristics of health big data are introduced, then the commonly used epidemiological designs and analytical techniques in hospital-based cancer screening studies are summarized and the application scenarios of such studies are described. Finally, the challenges and future development in the application of health big data are analyzed to provide reference for the future studies.

A total of 1 557 cases were included in the Febrile Respiratory Syndrome (FRS) surveillance conducted in Daxing District between 2018 and 2023. Twelve respiratory pathogens were investigated: human influenza virus (HIFV), human respiratory syncytial virus (HRSV), human parainfluenza virus (HPIV), human rhinovirus (HRV), human enterovirus (HEV), human adenovirus (HadV), human metapneumovirus (HMPV), human bocavirus (HBoV), Mycoplasma pneumoniae (MP), Chlamydia pneumoniae (CP), human coronavirus (HCoV), and severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). Results demonstrated an overall pathogen detection rate of 25.31% (394/1 557), with descending prevalence as follows: HIFV, SARS-CoV-2, HRV, HPIV, MP, HCoV, HRSV, HEV, HMPV, HadV, HBoV, and CP. Temporal analysis revealed detection rates of 26.98% (150/556) for 2018-2019, 15.81% (95/601) for 2020-2022, and 37.25% (149/400) for 2023, showing statistically significant interannual variation (χ2=59.703, P<0.001). Compared with 2018-2019, 2023 exhibited significantly elevated detection rates for HIFV and HMPV ( P<0.05), while HRV, MP, HEV, and HBoV demonstrated significantly reduced rates ( P<0.05). Age-stratified analysis identified HIFV, HRSV, and HadV as the predominant pathogens in individuals aged <15 years, whereas SARS-CoV-2, HIFV, and HRV predominated in those aged ≥60 years.

Objective:To investigate the epidemiological and clinical characteristics of patients with psittacosis, in order to provide a basis for early diagnosis and prevention of the disease.Methods:Clinical data of psittacosis cases reported in 2023 from China Disease Prevention and Control Information System in Daxing District, Beijing were collected, and the patients' general information, epidemiological characteristics, clinical characteristics, imaging examination results, laboratory test results, treatment and prognosis were retrospectively analyzed.Results:A total of 7 cases of psittacosis were reported in Daxing District in 2023, with no clustered infection in households or workplaces. There were 4 males and 3 females, with a median age of 66 years old, and a range of 52 to 82 years old. Epidemiological investigation revealed that 6 patients had a clear history of contact with poultry (4 had first contact with parrots or pigeons, and 2 had long-term exposure to pigeons, parrots or wild birds). The onset time was concentrated in April and May. The primary clinical manifestations included high fever (6 cases), fatigue (4 cases), and chills (3 cases). The imaging examination results showed that inflammatory changes occurred in the unilateral lung of 6 patients, and both lungs were affected in 1 patients. Laboratory test results indicated elevated neutrophill percentage in 6 patients, decreased white blood cell counts in 2 patients, elevated white blood cell counts in 2 patients, and elevated C-reactive protein levels in 7 patients. Metagenomic next-generation sequencing test showed that all seven patients were positive for Chlamydia psittaci. All 7 patients were treated with quinolone or tetracycline antibiotics, with 6 cured and discharged, and 1 died. Conclusion:Psittacosis is usually manifested clinically as high fever, fatigue, and unilateral lung inflammation, often associated with poultry exposure.

OBJECTIVE To optimize the venipuncture disinfection procedures for the patients with psoriasis by modifying the skin pretreatment,number of times of disinfection and action time,evaluate the disinfection effects before and after the modification and observe the impact on skin barrier function.METHODS A total of 78 patients with psoriasis who were hospitalized in Air Force Medical Center of Special Medicine from Jan.2024 to Mar.2025 were enrolled in the study and were randomly divided into the control group and the study group,with 39 cases in each group.Both groups were disinfected with povidone iodine swabs.The control group was treated with a single clockwise spiral wipe centered on the puncture site,and the total time of embrocation and drying time was 60 s;the study group was treated with the modified disinfection method'pretreatment-bidirectional disinfec-tion-120-second drying',which was unidirectional wiping of puncture site skin of hand back with sterile swab in-filtrating with normal saline,a single clockwise spiral wipe centered on the puncture site,counter-clockwise wipe for two times,the total time of embrocation and drying 120 s in total.The skin specimens were collected from the puncture sites for culture and identification of pathogens before the disinfection and after the drying,and the trans-epidermal water loss(TEWL)volume was detected by TewameterTM 300 instrument.RESULTS Totally 16 types of pathogens were isolated from the two groups of patients before the disinfection,among which Staphylococcus spp was dominant.The bacterial colony counts were[26.00(8.00,74.00)]CFU/cm2 in the study group before the disinfection,[41.00(13.00,94.00)]CFU/cm2 in the control group,and there was no significant difference(P=0.081).The bacterial colony counts of the two groups were lower after the disinfection and drying than before the disinfection(P＜0.001),and the bacterial colony counts of the study group were[0.00(0.00,1.00)]CFU/cm2,lower than[1.00(0.00,4.00)]CFU/cm2 of the control group(P=0.042).The TEWL value of the two groups was greater after the disinfection than before the disinfection(P＜0.001),however,there was no between-group difference(P=0.933).CONCLUSION The modified disinfection procedure has more advantages in eradicating pathogens without increasing damage to skin barrier,it provides safer disinfection plans for the patients with psoriasis and is worthy to be promoted in the hospital.