1.Prediction of adult diarrhea disease in Shanghai using meteorological factors and a web search index
Sixu YANG ; Li PENG ; Huanyu WU ; Jian CHEN ; Xiaofang YE ; Xuefei ZHANG ; Dandan YANG ; Xiaohuan GONG ; Sheng LIN
Journal of Environmental and Occupational Medicine 2026;43(8):951-958
Background Diarrhea disease is a common intestinal infectious disease, and its incidence is affected by meteorological conditions. A better understanding of its epidemiological patterns and influencing factors, together with the construction of reliable prediction models, is of great significance for precise public health prevention and control. Objective To clarify the epidemic characteristics of adult diarrhea disease in Shanghai, analyze the associations of meteorological factors and a web search index with adult diarrhea disease, and develop and compare forecasting models to support precise regional prevention and control. Methods Weekly surveillance data of adult diarrhea disease cases from the Shanghai Comprehensive Surveillance Information System for Diarrhea Diseases, together with concurrent meteorological observation data and web search index (Baidu index) data from 2014 to 2019, were collected. A distributed lag non-linear model (DLNM) was adopted to analyze the associations of multiple meteorological factors and the web search index with the number of diarrhea disease cases. By integrating meteorological factors and web search index data, three types of forecasting models were developed, including autoregressive integrated moving average (ARIMA), Random Forest, and extreme gradient boosting (Xgboost), and their predictive performances were evaluated. Results Adult diarrhea disease in Shanghai exhibited seasonal variation, with an major incidence peak in summer and winter peaks in some years. The number of cases declined annually after 2015. Mean temperature was significantly associated with the risk of diarrhea disease, and both low and high temperature exposures were associated with increased risks. The highest risk was observed at 32.8°C (RR=2.04, 95%CI: 1.62, 2.55), while the strongest effect of low temperature was observed at 0.9 °C (RR=1.53, 95%CI: 1.25, 1.88). When relative humidity exceeded 69%, the risk of diarrhea disease increased with relative humidity, reaching a peak at 81% (RR=1.20, 95%CI: 1.07, 1.35). When weekly cumulative precipitation exceeded 16 mm, the risk also increased with increasing precipitation, reaching a maximum at 105 mm (RR=1.23, 95%CI: 1.07, 1.42). The web search index was positively associated with the risk of diarrhea disease. Model prediction indicated that both the Random Forest model and the Xgboost model adequately captured the overall trend in diarrhea disease cases, with R2 values generally exceeding 0.7. Notably, the Xgboost model demonstrated greater accuracy in capturing peak intensities. Conclusion Meteorological factors are associated with adult diarrhea disease in Shanghai. The web search index may serve as an auxiliary indicator for diarrhea forecasting. Machine learning models, with advantages in integrating multisource data, may provide effective predictive tools for the prevention and control of diarrhea disease.
2.Prognostic Factors of Real-World Lung Adenocarcinoma Patients with Brain Metastases
Xiaohuan ZHAO ; Hui QIAO ; Qichen ZHANG ; Xiaoming HOU
Cancer Research on Prevention and Treatment 2025;52(8):692-697
Objective To identify the indicators associated with poor prognosis by retrospectively analyzing the clinical data of 129 patients with lung adenocarcinoma (LUAD) complicated by brain metastases (BMs). Methods We retrospectively assessed the clinical data of 129 LUAD patients with BMs who met the inclusion criteria. Follow-up was conducted through electronic medical record review and telephone consultations. Univariate survival analysis was performed using the Kaplan-Meier method with corresponding survival curves. Statistically significant variables identified in the univariate analysis were subsequently incorporated into a multivariate Cox proportional hazards regression model to further identify independent adverse prognostic factors affecting the survival of LUAD patients with BMs. Results The following factors were significantly associated with patient survival prognosis (P<0.05): pathological morphology, KPS score, number of BMs, presence of genetic variations, quantity of genetic variations, type of genetic variations, EGFR mutation status, Cyfra-211, and neutrophil-to-lymphocyte ratio (NLR) at initial diagnosis. Multivariate Cox regression analysis revealed that pathological morphology, KPS score, number of BMs, NLR at initial diagnosis, and presence of genetic variations served as independent prognostic factors for LUAD patients with BMs (P<0.05). Further analysis of the survival conditions of different treatment subgroups revealed that combined therapy could significantly increase the median survival period of patients, and the difference was statistically significant (P=0.034). Conclusion Solid and complex glandular structures, KPS score <80, ≥3 BMs, elevated NLR levels at initial diagnosis, and the presence of genetic alterations are identified as independent poor prognostic factors for LUAD patients with BMs. Combination therapy can significantly prolong the survival of patients.
3.Negative pressure wound therapy assisted reconstruction of soft tissue defects of limbs with free anterolateral thigh perforator flap
Huajie LUO ; Jinghui WANG ; Zhuoan YU ; Xi WANG ; Xiaohuan ZHAN ; Jiasheng ZHANG ; Zhaohui WANG
Chinese Journal of Microsurgery 2025;48(2):156-160
Objective:To investigate the effect and clinical efficacy of assisted negative pressure wound therapy (NPWT) dressing on reduction of the size of free anterolateral thigh perforator flap (ALTPF) in reconstruction of soft tissue defects of limbs, and to observe the clinical efficacy of NPWT in free ALTPF surgery.Methods:From June 2022 to January 2024, 19 patient (13 males and 6 females) with soft tissue defects in limbs received surgical treatment using NPWT assisted transfer of free ALTPF in the Department of Repair and Reconstruction Surgery, Foshan Hospital of Traditional Chinese Medicine, the Eighth School of Clinical Medicine, Guangzhou University of Traditional Chinese Medicine. Of the 19 defects, 8 were in calf, 7 in foot and around ankle, 3 in forearm and 1 around elbow. The soft tissue defects ranged from 11.2 cm×9.5 cm to 24.5 cm×10.5 cm, and with comminuted fracture in different degrees as well as the exposure of bone, tendon or nerve. During surgery, the ALTPFs were harvested with a reduced width from the donor sites at 10.5 cm×7.0 cm to 24.0 cm×7.5 cm in size. After an ALTPF had been transferred to the recipient site, the remaining defect that was not covered by the ALTPF was then covered by a NPWT dressing. After the flap was stabilised, NPWT dressing was removed and the defect was closed by directly suture. Surgical data were taken and recorded during surgery. The healing of wound and survival of flaps were observed after surgery. Scheduled postoperative follow-ups were conducted through outpatient clinic or via WeChat reviews to monitor the overall appearance of recipient and donor sites, colour of flap, complications and functional recovery, and other relevant information. Functional recovery of upper limb was evaluated according to the Evaluation Trial Standards of Upper Limb Partial Functional of Hand Surgery of Chinese Medical Association, and the functional recovery of lower extremity was evaluated according to the Lower Extremity Functional Scale (LEFS).Results:The flaps were all fully viable, with soft texture and good appearance, the width of the flaps was designed 2.0-3.5 cm smaller than that of the defect, and the size of the flaps was 32.9-77.3 cm 2 smaller than that of the defects. All donor sites were closed by suture in the primary surgery, and left with linear scars. Postoperative follow-up lasted for 4 to 18 months. Of the 4 patients with upper limb injuries, 3 achieved the limb function in excellent and 1 in good; While of the 15 patients with lower limb injuries, 12 achieved the limb function in excellent, 2 in good and 1 in fair. Conclusion:Combination of NPWT dressing and free ALTPF is in accordance with the theory of flap economics and the concept of minimal damage to donor site. It avoids the waste of soft tissues, and provides a new idea for traumatic surgery.
4.Immunologic Features and Significance of Extramedullary Multiple Myeloma
Xiaosha LI ; Xiaohuan PENG ; Liansheng ZHANG
Journal of Medical Research 2025;54(8):63-67
Objective To study whether there are differences in immunological and hematological indexes in patients with extramed-ullary multiple myeloma(EMM).Methods The medical records of 150 newly diagnosed multiple myeloma(MM)patients admitted to Department of Hematology,the Second Hospital of Lanzhou University from January 2019 to January 2024 were retrospectively analyzed,to compare and analyze the differences in immunological and some hematological indexes between the EMM group(n=60)and the non-EMM group(n=90),and the two subgroups of the different risk stratification DS stages and Mayo myeloma risk stratification.Results The peripheral blood erythrocyte count,hemoglobin level,lactic acid dehydrogenase(LDH)level and interleukins-8(IL-8)levels of the patients in the EMM group were higher than those in the non-EMM group(P<0.05),the interleukins-10(IL-10)and the pro-portion of CD4+T cells in the EMM group were lower than those in the non-EMM group(P<0.05).Lymphocyte counts were signifi-cantly higher(P<0.05)and the proportion of CD8+T cells was significantly lower(P<0.05)in the EMM group of patients with stand-ard-risk MM.The proportion of peripheral blood CD8+T cells was significantly lower in the EMM group compared with the non-EMM group of patients with high-risk MM(P<0.05).LDH levels were higher in the EMM group than that in the non-EMM group in both DS-Ⅰ and DS-Ⅱ MM patients(P<0.05).Peripheral blood erythrocyte count,monocyte count,and hemoglobin level were higher in the EMM group than those in the non-EMM group in DS-Ⅲ MM patients(P<0.05).Conclusion Immune abnormalities may be one of the factors contributing to the occurrence,development and poor prognosis of EMM.This study suggest that CD8+T cells,as immune effector cells,can be further studied in the occurrence and progression of MM to EMM,providing a new basis for clinical treatment.
5.Effect of embryo cryostorage duration on pregnancy and obstetric outcomes in patients undergoing FET assisted reproduction
Haixia CHEN ; Tuo KUANG ; Fang LI ; Jing ZHANG ; Xiaohuan MU ; Yonghuan LYU ; Wenyan TIAN ; Xueru SONG ; Xiaohong BAI
Chinese Journal of Reproduction and Contraception 2025;45(1):59-66
Objective:To investigate the effect of the embryo cryopreservation duration on pregnancy and obstetric outcome.Methods:A retrospective cohort study of 2 662 frozen-thawed embyro tranfer (FET) cycles was conducted in the Reproductive Medicine Center, Department of Obstetrics and Gynecology, Tianjin Medical University General Hospital from January 2016 to December 2020. According to embryo cryopreservation duration, the patients were divided into group A (≤1 year, n=2 115), group B (>1 years and ≤3 years, n=319), group C (>3 years and ≤6 years, n=174), and group D (>6 years, n=54). We used the propensity score matching (PSM) to match the baseline data of oocyte retrieval age of the other three groups according to group D at a ratio of 1∶3. Clinical and obstetric outcomes were compared among the four groups. Multiple logistic regression analysis was used to analyze the effect of oocyte retrieval age, embryo transfer age, the duration of embryo cryopreservation, endometrial preparation scheme, endometrial thickness, the number of transferred embryos and the number of high-quality embryos on pregnancy and live birth outcome. Results:1) Before PSM, there were significant differences in the maternal age at oocyte retrieval and embryo transfer and duration of embryo cryopreservation among the four groups(all P<0.001). 2) After PSM, the baseline characteristics of oocyte retrieval age reached a balance among the four groups. There were no statistical differences in the number of embryos transfer, the number of high-quality embryos, the transferred embryo stage, the endometrial regimen among the groups (all P>0.05). The clinical pregnancy rate [37.04% (20/54)] and the live birth rate [33.33% (18/54)] in group D were lower than those in group A [51.57% (82/159), 40.88% (65/159)], group B [50.00% (65/130), 40.77% (53/130)] and group C [49.59% (61/123), 39.02% (48/123)], but the difference was not statistically significant between the four groups ( P=0.310, P=0.781). There were no statistical differences among the four groups in the ratio of male to female newborns, gestational age, birth weight, preterm delivery rate, low birth weight rate, macrosomia rate, birth defects, and premature repture of membranes (all P>0.05). 3) Multiple logistic regression analysis showed that the number of high-quality embryos transferred affected the clinical pregnancy outcome (before PSM, OR=2.614, 95% CI: 2.168-3.151, P<0.001; after PSM, OR=1.984, 95% CI: 1.406-2.800, P<0.001) and live birth (before PSM, OR=2.708, 95% CI: 2.198-3.336, P<0.001; after PSM, OR=2.122, 95% CI: 1.474-3.053, P<0.001). The duration of embryo cryopreservation does not affect the clinical outcome and live birth (all P>0.05). Conclusion:The duration of embryo cryopreservation does not affect the clinical outcome and live birth, but large sample data are still needed to support this conclusion in the future.
6.Effect of embryo cryostorage duration on pregnancy and obstetric outcomes in patients undergoing FET assisted reproduction
Haixia CHEN ; Tuo KUANG ; Fang LI ; Jing ZHANG ; Xiaohuan MU ; Yonghuan LYU ; Wenyan TIAN ; Xueru SONG ; Xiaohong BAI
Chinese Journal of Reproduction and Contraception 2025;45(1):59-66
Objective:To investigate the effect of the embryo cryopreservation duration on pregnancy and obstetric outcome.Methods:A retrospective cohort study of 2 662 frozen-thawed embyro tranfer (FET) cycles was conducted in the Reproductive Medicine Center, Department of Obstetrics and Gynecology, Tianjin Medical University General Hospital from January 2016 to December 2020. According to embryo cryopreservation duration, the patients were divided into group A (≤1 year, n=2 115), group B (>1 years and ≤3 years, n=319), group C (>3 years and ≤6 years, n=174), and group D (>6 years, n=54). We used the propensity score matching (PSM) to match the baseline data of oocyte retrieval age of the other three groups according to group D at a ratio of 1∶3. Clinical and obstetric outcomes were compared among the four groups. Multiple logistic regression analysis was used to analyze the effect of oocyte retrieval age, embryo transfer age, the duration of embryo cryopreservation, endometrial preparation scheme, endometrial thickness, the number of transferred embryos and the number of high-quality embryos on pregnancy and live birth outcome. Results:1) Before PSM, there were significant differences in the maternal age at oocyte retrieval and embryo transfer and duration of embryo cryopreservation among the four groups(all P<0.001). 2) After PSM, the baseline characteristics of oocyte retrieval age reached a balance among the four groups. There were no statistical differences in the number of embryos transfer, the number of high-quality embryos, the transferred embryo stage, the endometrial regimen among the groups (all P>0.05). The clinical pregnancy rate [37.04% (20/54)] and the live birth rate [33.33% (18/54)] in group D were lower than those in group A [51.57% (82/159), 40.88% (65/159)], group B [50.00% (65/130), 40.77% (53/130)] and group C [49.59% (61/123), 39.02% (48/123)], but the difference was not statistically significant between the four groups ( P=0.310, P=0.781). There were no statistical differences among the four groups in the ratio of male to female newborns, gestational age, birth weight, preterm delivery rate, low birth weight rate, macrosomia rate, birth defects, and premature repture of membranes (all P>0.05). 3) Multiple logistic regression analysis showed that the number of high-quality embryos transferred affected the clinical pregnancy outcome (before PSM, OR=2.614, 95% CI: 2.168-3.151, P<0.001; after PSM, OR=1.984, 95% CI: 1.406-2.800, P<0.001) and live birth (before PSM, OR=2.708, 95% CI: 2.198-3.336, P<0.001; after PSM, OR=2.122, 95% CI: 1.474-3.053, P<0.001). The duration of embryo cryopreservation does not affect the clinical outcome and live birth (all P>0.05). Conclusion:The duration of embryo cryopreservation does not affect the clinical outcome and live birth, but large sample data are still needed to support this conclusion in the future.
7.Latent profile analysis and influencing factors of voice behavior among head nurses
Liyan ZHANG ; Shuangying HUANG ; Xiaoqin MA ; Xiaohuan ZHAO ; Zhihao HAN ; Xianming WENG
Chinese Journal of Modern Nursing 2025;31(24):3299-3306
Objective:To analyze the latent profiles of voice behavior among head nurses and to explore the influencing factors associated with different voice behavior categories.Methods:A convenience sampling method was used to recruit 527 head nurses from 104 medical institutions across 17 provinces in East, South, Central, North, Northwest, Southwest, and Northeast China between November 2023 and January 2024. Data were collected using a General Information Questionnaire, Voice Behavior Scale, Organizational Justice Scale, General Self-Efficacy Scale, and a Brief Personality Inventory. Latent profile analysis was conducted to identify subgroups of voice behavior, and multinomial Logistic regression was performed to explore influencing factors.Results:The score of head nurses' voice behavior was (45.84±6.88). Three latent profiles were identified: low-capacity fluctuating type, medium-capacity stable type, and high-capacity promoting type. Logistic regression analysis showed that openness personality trait, organizational justice, self-efficacy, and hospital grade were significant predictors of voice behavior profiles (all P<0.05) . Conclusions:The overall level of voice behavior among head nurses is above average, with evident heterogeneity. Nursing administrators should actively encourage voice behavior, provide timely feedback, and foster a fair organizational environment to promote a positive and constructive voice culture.
8.Immunologic Features and Significance of Extramedullary Multiple Myeloma
Xiaosha LI ; Xiaohuan PENG ; Liansheng ZHANG
Journal of Medical Research 2025;54(8):63-67
Objective To study whether there are differences in immunological and hematological indexes in patients with extramed-ullary multiple myeloma(EMM).Methods The medical records of 150 newly diagnosed multiple myeloma(MM)patients admitted to Department of Hematology,the Second Hospital of Lanzhou University from January 2019 to January 2024 were retrospectively analyzed,to compare and analyze the differences in immunological and some hematological indexes between the EMM group(n=60)and the non-EMM group(n=90),and the two subgroups of the different risk stratification DS stages and Mayo myeloma risk stratification.Results The peripheral blood erythrocyte count,hemoglobin level,lactic acid dehydrogenase(LDH)level and interleukins-8(IL-8)levels of the patients in the EMM group were higher than those in the non-EMM group(P<0.05),the interleukins-10(IL-10)and the pro-portion of CD4+T cells in the EMM group were lower than those in the non-EMM group(P<0.05).Lymphocyte counts were signifi-cantly higher(P<0.05)and the proportion of CD8+T cells was significantly lower(P<0.05)in the EMM group of patients with stand-ard-risk MM.The proportion of peripheral blood CD8+T cells was significantly lower in the EMM group compared with the non-EMM group of patients with high-risk MM(P<0.05).LDH levels were higher in the EMM group than that in the non-EMM group in both DS-Ⅰ and DS-Ⅱ MM patients(P<0.05).Peripheral blood erythrocyte count,monocyte count,and hemoglobin level were higher in the EMM group than those in the non-EMM group in DS-Ⅲ MM patients(P<0.05).Conclusion Immune abnormalities may be one of the factors contributing to the occurrence,development and poor prognosis of EMM.This study suggest that CD8+T cells,as immune effector cells,can be further studied in the occurrence and progression of MM to EMM,providing a new basis for clinical treatment.
9.Latent profile analysis and influencing factors of voice behavior among head nurses
Liyan ZHANG ; Shuangying HUANG ; Xiaoqin MA ; Xiaohuan ZHAO ; Zhihao HAN ; Xianming WENG
Chinese Journal of Modern Nursing 2025;31(24):3299-3306
Objective:To analyze the latent profiles of voice behavior among head nurses and to explore the influencing factors associated with different voice behavior categories.Methods:A convenience sampling method was used to recruit 527 head nurses from 104 medical institutions across 17 provinces in East, South, Central, North, Northwest, Southwest, and Northeast China between November 2023 and January 2024. Data were collected using a General Information Questionnaire, Voice Behavior Scale, Organizational Justice Scale, General Self-Efficacy Scale, and a Brief Personality Inventory. Latent profile analysis was conducted to identify subgroups of voice behavior, and multinomial Logistic regression was performed to explore influencing factors.Results:The score of head nurses' voice behavior was (45.84±6.88). Three latent profiles were identified: low-capacity fluctuating type, medium-capacity stable type, and high-capacity promoting type. Logistic regression analysis showed that openness personality trait, organizational justice, self-efficacy, and hospital grade were significant predictors of voice behavior profiles (all P<0.05) . Conclusions:The overall level of voice behavior among head nurses is above average, with evident heterogeneity. Nursing administrators should actively encourage voice behavior, provide timely feedback, and foster a fair organizational environment to promote a positive and constructive voice culture.
10.Negative pressure wound therapy assisted reconstruction of soft tissue defects of limbs with free anterolateral thigh perforator flap
Huajie LUO ; Jinghui WANG ; Zhuoan YU ; Xi WANG ; Xiaohuan ZHAN ; Jiasheng ZHANG ; Zhaohui WANG
Chinese Journal of Microsurgery 2025;48(2):156-160
Objective:To investigate the effect and clinical efficacy of assisted negative pressure wound therapy (NPWT) dressing on reduction of the size of free anterolateral thigh perforator flap (ALTPF) in reconstruction of soft tissue defects of limbs, and to observe the clinical efficacy of NPWT in free ALTPF surgery.Methods:From June 2022 to January 2024, 19 patient (13 males and 6 females) with soft tissue defects in limbs received surgical treatment using NPWT assisted transfer of free ALTPF in the Department of Repair and Reconstruction Surgery, Foshan Hospital of Traditional Chinese Medicine, the Eighth School of Clinical Medicine, Guangzhou University of Traditional Chinese Medicine. Of the 19 defects, 8 were in calf, 7 in foot and around ankle, 3 in forearm and 1 around elbow. The soft tissue defects ranged from 11.2 cm×9.5 cm to 24.5 cm×10.5 cm, and with comminuted fracture in different degrees as well as the exposure of bone, tendon or nerve. During surgery, the ALTPFs were harvested with a reduced width from the donor sites at 10.5 cm×7.0 cm to 24.0 cm×7.5 cm in size. After an ALTPF had been transferred to the recipient site, the remaining defect that was not covered by the ALTPF was then covered by a NPWT dressing. After the flap was stabilised, NPWT dressing was removed and the defect was closed by directly suture. Surgical data were taken and recorded during surgery. The healing of wound and survival of flaps were observed after surgery. Scheduled postoperative follow-ups were conducted through outpatient clinic or via WeChat reviews to monitor the overall appearance of recipient and donor sites, colour of flap, complications and functional recovery, and other relevant information. Functional recovery of upper limb was evaluated according to the Evaluation Trial Standards of Upper Limb Partial Functional of Hand Surgery of Chinese Medical Association, and the functional recovery of lower extremity was evaluated according to the Lower Extremity Functional Scale (LEFS).Results:The flaps were all fully viable, with soft texture and good appearance, the width of the flaps was designed 2.0-3.5 cm smaller than that of the defect, and the size of the flaps was 32.9-77.3 cm 2 smaller than that of the defects. All donor sites were closed by suture in the primary surgery, and left with linear scars. Postoperative follow-up lasted for 4 to 18 months. Of the 4 patients with upper limb injuries, 3 achieved the limb function in excellent and 1 in good; While of the 15 patients with lower limb injuries, 12 achieved the limb function in excellent, 2 in good and 1 in fair. Conclusion:Combination of NPWT dressing and free ALTPF is in accordance with the theory of flap economics and the concept of minimal damage to donor site. It avoids the waste of soft tissues, and provides a new idea for traumatic surgery.

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