1.Expert recommendations on vision friendly built environments for myopia prevention and control in children and adolescents
Chinese Journal of School Health 2026;47(1):1-5
Abstract
The prevention and control of myopia in Chinese children and adolescents has become a major public health issue. While maintaining increased outdoor activity as a cornerstone intervention, there is an urgent need to explore new complementary approaches that can be effectively implemented in both indoor and outdoor settings. In recent years, environmental spatial frequency has gained increasing attention as one of the key environmental factors influencing the development and progression of myopia. Both animal studies and human research have confirmed that indoor environments lacking mid to high spatial frequency components, often characterized as "visually impoverished", can promote axial elongation and myopia through mechanisms such as disruption of retinal neural signaling, impaired accommodative function, and altered expression of related molecules. Based on the scientific consensus, it is recommended that "enriching of environmental spatial frequency" should be integrated into the myopia prevention and control framework. Following the principles of schoolled organization, family cooperation, community involvement, and student participation, specific measures are put forward in three areas:optimizing school visual settings, improving home spatial environments, and promoting healthy visual behavior. The aim is to create "visually friendly" indoor environments as an important supplement to outdoor activity, thereby providing a novel perspective and strategy for comprehensively advancing myopia prevention and control among children and adolescents.
2.Hepatitis C virus infection status among drug users in Baoshan District
CHEN Jianshuang ; ZHU Liming ; LE Boxin ; WANG Chengyi ; LIU Xiaofeng ; HE Fan
Journal of Preventive Medicine 2025;37(2):168-172
Objective:
To investigate the prevalence and influencing factors of hepatitis C virus (HCV) infection among drug users in Baoshan District, Shanghai Municipality, so as to provide insights into strengthening HCV intervention among drug users.
Methods:
Drug users under community management in Baoshan District from 2017 to 2023 were recruited. Demographic information, drug use behaviors, sexual behaviors and receipt of intervention service were collected through questionnaire surveys. Blood samples were collected for HCV antibody testing, and the prevalence of anti-HCV antibody was analyzed. Factors affecting the prevalence of anti-HCV antibody among drug users were analyzed using a multivariable logistic regression model.
Results:
A total of 2 801 drug users were surveyed, including 2 233 males (79.72%) and 568 females (20.28%). The majority of drug users were aged 40 to <60 years (1 663 drug users, 59.37%). The prevalence of anti-HCV antibody was 28.35%, showing an overall upward trend from 2017 to 2023 (P<0.05). Multivariable logistic regression analysis showed that females (OR=1.468, 95%CI: 1.169-1.844), 40 years and over (40 to <50 years, OR=2.441, 95%CI: 1.838-3.242; 50 to <60 years, OR=2.377, 95%CI: 1.787-3.161; 60 to 97 years, OR=1.637, 95%CI: 1.163-2.304), using traditional drugs (OR=2.488, 95%CI: 1.967-3.147) or mixed drugs (OR=2.950, 95%CI: 1.974-4.409), having injected drugs (not share needles, OR=3.649, 95%CI: 2.849-4.673; share needles, OR=3.532, 95%CI: 1.851-6.738) and never using condoms during sexual contacts with spouses/cohabitants in the past year (OR=1.975, 95%CI: 1.354-2.879) were associated with a higher prevalence of anti-HCV antibody; the educational level of high school/technical secondary school (OR=0.483, 95%CI: 0.280-0.835) or college and above (OR=0.280, 95%CI: 0.129-0.608) was associated with a lower prevalence of anti-HCV antibody.
Conclusions
The prevalence of anti-HCV antibody among drug users in Baoshan District showed an upward trend from 2017 to 2023. Gender, age, educational level, type of drugs, history of drug injection and never using condoms during sexual contacts with spouses/cohabitants were influencing factors for prevalence of anti-HCV antibody among drug users.
3.Construction of a decision tree model for the severity of optic nerve injury in patients with primary open-angle glaucoma based on the levels of interleukin-6 and interleukin-2 in aqueous humor
Gaojun HE ; Xiaofeng XU ; Mingjiang LI
International Eye Science 2025;25(3):384-389
AIM: To investigate the relationship between the levels of interleukin-6(IL-6)and IL-2 in aqueous humor and the severity of optic nerve injury in patients with primary open-angle glaucoma(POAG), and to construct a decision tree model for the severity of optic nerve injury in POAG patients.METHODS: A prospective study was conducted on 107 patients(107 eyes)with POAG who were admitted to the hospital from May 2021 to October 2023. According to the mean defect(MD)value, the degree of optic nerve injury was judged and divided into three groups: mild, moderate and severe. The general data, IL-6 and IL-2 levels in aqueous humor of patients with different severity of optic nerve injury were compared, and the correlation between the levels of IL-6 and IL-2 in aqueous humor and the severity of optic nerve injury in POAG patients was analyzed. Multivariate Logistic regression analysis was used to test the influencing factors of the severity of optic nerve injury in POAG patients, and the decision tree model was constructed based on influencing factors.RESULTS: The proportion of patients with hypertension, intraocular pressure and binocular intraocular pressure difference in the severe group was higher than that in the mild and moderate groups, and the levels of IL-6 and IL-2 in the aqueous humor were significantly lower than those in the mild and moderate groups(all P<0.05). The levels of IL-6 and IL-2 in aqueous humor of POAG patients were negatively correlated with the severity of optic nerve injury(r=-0.361, -0.358, all P<0.001). Hypertension, intraocular pressure, binocular intraocular pressure difference, IL-6 and IL-2 levels in aqueous humor were independent factors affecting the degree of optic nerve injury in POAG patients(all P<0.05). Based on the above factors, a decision tree model was constructed, and three explanatory variables of IL-6, IL-2 levels in aqueous humor and hypertension were screened out. Among them, IL-2 level in aqueous humor was the most important root node variable and the most important predictor. The AUC of the decision tree model was 0.710(95% CI: 0.599-0.820, P=0.001), the sensitivity was 0.581, the specificity was 0.737, and the Youden index was 0.318, with a high predictive value.CONCLUSION: The levels of IL-6 and IL-2 in aqueous humor were significantly correlated with the severity of optic nerve injury in POAG patients. The decision tree model based on hypertension, intraocular pressure, binocular intraocular pressure difference, IL-6 and IL-2 levels in aqueous humor has a high evaluation value for the severity of optic nerve injury in POAG patients.
4.Construction of a decision tree model for the severity of optic nerve injury in patients with primary open-angle glaucoma based on the levels of interleukin-6 and interleukin-2 in aqueous humor
Gaojun HE ; Xiaofeng XU ; Mingjiang LI
International Eye Science 2025;25(3):384-389
AIM: To investigate the relationship between the levels of interleukin-6(IL-6)and IL-2 in aqueous humor and the severity of optic nerve injury in patients with primary open-angle glaucoma(POAG), and to construct a decision tree model for the severity of optic nerve injury in POAG patients.METHODS: A prospective study was conducted on 107 patients(107 eyes)with POAG who were admitted to the hospital from May 2021 to October 2023. According to the mean defect(MD)value, the degree of optic nerve injury was judged and divided into three groups: mild, moderate and severe. The general data, IL-6 and IL-2 levels in aqueous humor of patients with different severity of optic nerve injury were compared, and the correlation between the levels of IL-6 and IL-2 in aqueous humor and the severity of optic nerve injury in POAG patients was analyzed. Multivariate Logistic regression analysis was used to test the influencing factors of the severity of optic nerve injury in POAG patients, and the decision tree model was constructed based on influencing factors.RESULTS: The proportion of patients with hypertension, intraocular pressure and binocular intraocular pressure difference in the severe group was higher than that in the mild and moderate groups, and the levels of IL-6 and IL-2 in the aqueous humor were significantly lower than those in the mild and moderate groups(all P<0.05). The levels of IL-6 and IL-2 in aqueous humor of POAG patients were negatively correlated with the severity of optic nerve injury(r=-0.361, -0.358, all P<0.001). Hypertension, intraocular pressure, binocular intraocular pressure difference, IL-6 and IL-2 levels in aqueous humor were independent factors affecting the degree of optic nerve injury in POAG patients(all P<0.05). Based on the above factors, a decision tree model was constructed, and three explanatory variables of IL-6, IL-2 levels in aqueous humor and hypertension were screened out. Among them, IL-2 level in aqueous humor was the most important root node variable and the most important predictor. The AUC of the decision tree model was 0.710(95% CI: 0.599-0.820, P=0.001), the sensitivity was 0.581, the specificity was 0.737, and the Youden index was 0.318, with a high predictive value.CONCLUSION: The levels of IL-6 and IL-2 in aqueous humor were significantly correlated with the severity of optic nerve injury in POAG patients. The decision tree model based on hypertension, intraocular pressure, binocular intraocular pressure difference, IL-6 and IL-2 levels in aqueous humor has a high evaluation value for the severity of optic nerve injury in POAG patients.
5.Association of Controlling Nutritional Status score with prognosis and clinicopathological characteristics of patients with non-small cell lung cancer: A systematic review and meta-analysis
Xianliang TANG ; Xiaofeng HE ; Wenping ZHANG
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2025;32(11):1642-1648
Objective To assess the prognostic significance of the Controlling Nutritional Status (CONUT) score in patients with non-small cell lung cancer (NSCLC) and its association with clinicopathological characteristics. Methods The relevant studies investigating the association between CONUT score and prognosis of NSCLC patients were systematically searched in the PubMed, Web of Science, EMbase, Cochrane Library, CNKI, Wanfang Database and other databases from their inception to July 2023. Two independent researchers screened the references according to predefined inclusion and exclusion criteria, extracted data and conducted quality assessment. The quality of included references was evaluated using New Castle-Ottawa Scale (NOS). The meta-analysis was performed using Stata 17.0 software, and a combined hazard ratio (HR) or odds ratio (OR) and 95% confidence interval (CI) were calculated to assess the association of CONUT score with prognosis and clinicopathological characteristics in NSCLC patients. Results A total of 17 cohort studies, comprising 5182 NSCLC patients with stage Ⅰ-Ⅳ, were included in this analysis. All studies had a NOS≥6 points. The meta-analysis showed that there was a significant correlation between CONUT score and overall survival (OS) as well as disease-free survival (DFS) among NSCLC patients: the higher the score, the shorter the OS [HR=1.87, 95%CI (1.58, 2.21), P<0.001] and DFS [HR=1.91, 95%CI (1.63, 2.24), P<0.001]. These differences were statistically significant. Furthermore, CONUT score was significantly associated with age, smoking status, tumor stage, and N stage (P<0.05). Conclusion A higher CONUT score is associated with a poorer OS and DFS in patients with NSCLC, and CONUT score can be used as a potential predictor of NSCLC prognosis.
6.Analysis of the current status and related factors of iodine nutrition levels among adults aged 18 years and above in Zhejiang Province in 2022
Guangming MAO ; Zhe MO ; Simeng GU ; Fanjia GUO ; Yuanyang WANG ; Jiaxin HE ; Yujie JIANG ; Yahui LI ; Zhijian CHEN ; Xiaofeng WANG ; Xiaoming LOU ; Chenyang LIU
Chinese Journal of Preventive Medicine 2025;59(1):22-29
Objective:To analyze the iodine nutrition status and its related factors among adults aged 18 years and above in Zhejiang Province in 2022.Methods:A multistage stratified sampling method was used to select 4 320 adults aged 18 years and above from 16 on-site survey sites in Zhejiang Province for the study. A questionnaire was used to investigate the general demographic information and personal dietary characteristics of the study participants. Household edible salt and urine samples were collected to detect salt iodine content and urinary iodine level by using direct titration and cerium arsenate-catalyzed spectrophotometry, respectively, to evaluate the iodine nutritional status according to the standard. The multiple-ordered logistic regression model was used to analyze the factors influencing the urinary iodine concentration.Results:The age of the 4 320 study participants was (51.19±15.33) years, with males accounting for 44.44% (1 920). About 40.16% of adults (1 735) were from coastal areas and 56.37% (2 435) from urban areas. The salt iodine content, M ( Q1, Q3), of the 4 320 household edible salt samples was 21.10 (0.00, 24.16) mg/kg, including 1 662 non-iodized salt samples, 182 unqualified iodized salt samples and 2 476 qualified iodized salt samples. The rate of iodized salt coverage was 61.53%, and the rate of qualified iodized salt consumption was 57.31%. There was a statistically significant difference in the proportion of qualified iodized salt in adult households among different regions ( P<0.001), with the proportion of non-iodized salt gradually decreasing from coastal to inland areas ( χ 2trend=618.458, P<0.001). The urinary iodine concentration M ( Q1, Q3) was 137.60 (86.85, 210.60) μg/L in 4 320 adult urine samples, with the urinary iodine levels of<100, 100-199, 200-299, and≥300 μg/L accounting for 31.64% (1 367), 40.56% (1 752), 17.66% (763), and 10.14% (438), respectively. There was a nonlinear positive correlation between household salt iodine content and urinary iodine level in adults aged 18 years and above by using the χ 2 test for trend ( χ 2regression=231.10, P<0.001 and χ 2skew=28.81, P<0.001). Urinary iodine concentrations were higher in men than in women ( P=0.029) and higher in adults in rural areas than in urban areas ( P<0.001). There were statistically significant differences in the distribution of iodine nutritional status among adults of different ages, regions, and urban and rural areas (all P<0.001). The proportion of those with urinary iodine levels<100 μg/L gradually increased with age ( χ 2trend=37.493, P<0.001), and gradually decreased from coastal areas to inland areas ( χ 2trend=71.381, P<0.001). The results of the multiple-ordered logistic regression model analysis showed that compared with adults aged 18 to 44 years and male adults, those aged 45 to 59 years and female adults had lower urinary iodine levels, with OR (95% CI) of 0.75 (0.68-0.83) and 0.85 (0.76-0.95), respectively. Compared with adults in coastal and urban adults, those in sub-coastal, inland and rural adults had higher levels of urinary iodine, with OR (95% CI) of 1.89 (1.63-2.19), 2.02 (1.72-2.37) and 1.46 (1.28-1.66), respectively. Conclusion:The overall iodine nutrition level of adults aged 18 years and above in Zhejiang Province in 2022 is generally appropriate. However, there is a potential risk of iodine deficiency among adults in coastal areas.
7.Impact factors of vascular heat sink effect during in vitro microwave ablation of porcine lung
Zenan CHEN ; Zhongliang ZHANG ; Sibin WANG ; Xinyuan GUO ; Jing ZHANG ; Xiaobo ZHANG ; Xiaofeng HE ; Liangliang MENG ; Xin ZHANG ; Yingtian WEI ; Yueyong XIAO ; Qun NAN ; Xiao ZHANG
Chinese Journal of Medical Imaging Technology 2025;41(3):383-388
Objective To observe the impact factors of vascular heat sink effect during in vitro microwave ablation(MWA)of porcine lung.Methods Simulation models were established using in vitro porcine lung tissue blocks based on isobaric inflation with an air pump and cyclic perfusion of duck blood with a glass tube and peristaltic pump,etc.MWA was performed under 8 different combining conditions(vessel diameter of 3 or 5 mm,blood perfusion of 30 or 50 cm/s,as well as distance between vessel and ablation antenna of 5 or 10 mm)each for 3 times.The highest temperature TV on vessel side and TC on control side during MWA,and ablation depth DV on vessel side and DC on control side after MWA were recorded.Multi-factor linear regression equations were constructed based on simulated vessel diameters,blood perfusion and distance between vessel and ablation antenna,and the impact factors of|TC-TV|and|DC-DV|were screened,respectively.Results Simulated vessel diameter showed linear positive correlation with both|TC-TV|and|DC-DV|(both P<0.001).Simulated distance between vessel and ablation antenna showed linear negative correlation with both|TC-TV|and|DC-DV|(both P<0.001),and the latter had more obvious impact on vascular heat sink effect than the former.Meanwhile,no significant linear relationship was found between simulated blood perfusion and|TC-TV|nor|DC-DV|(both P>0.05).Conclusion Simulated vessel diameter and distance between vessel and ablation antenna were both impact factors of vascular heat sink effect during in vitro MWA of porcine lung,and the latter was more influential,whereas simulated blood perfusion showed no significant impact on it.
8.Efficacy of the fifth metatarsal perforator flap of the lateral plantar artery in repairing the wounds on the anterolateral side of the foot
Xuetao NIU ; Juhui ZHAO ; Xiao HE ; Huan MU ; Hong YU ; Xianjie MA ; Dingxue ZHAO ; Xiaofeng ZHANG
Chinese Journal of Burns 2025;41(4):364-369
Objective:To explore the efficacy of the fifth metatarsal perforator flap of the lateral plantar artery in repairing the wounds on the anterolateral side of the foot.Methods:This study was a retrospective observational study. Eight patients with skin and soft tissue defects on the anterolateral side of the foot and conformed to the inclusion criteria were admitted to the Department of Plastic Surgery of Hanzhong Central Hospital from July 2020 to July 2023. There were 6 males and 2 females, aged 22 to 72 years. Among the patients, there were three patients with electrical burns, four patients with trauma, and one patient with plantar wart. Preoperatively, a Doppler blood flow detector was used to clarify the number and location of the fifth metatarsal perforating vessels. The area of the wounds measured during the operation ranged from 4.0 cm×3.0 cm to 7.0 cm×5.0 cm, and the fifth metatarsal perforator flaps of the lateral plantar artery with area of 4.0 cm×4.0 cm to 9.0 cm×6.0 cm were designed and harvested to repair the wounds. The wounds in the flap donor sites were repaired with medium-thickness skin grafts from lower limb on the same side. The duration of surgery and intraoperative blood loss volume were recorded. The survivals of the transplanted flap and skin graft were observed after surgery. At the last follow-up, the appearance of the flap and the occurrence of complication were observed, the two-point discrimination distance of the flap was measured, and the shape of the flap donor site as well as the sensation and other functions of the affected foot were observed.Results:The duration of surgery ranged from 70 to 100 min, with an average of 84.6 min. The intraoperative blood loss volume ranged from 30 to 80 mL, with an average of 53.5 mL. After surgery, all flaps survived completely; only one patient developed partial necrosis of the skin graft in the wound in flap donor site, and the wound healed completely after dressing change and re-grafting medium-thickness skin graft from lower limb on the same side. Postoperative follow-up was conducted for 6 to 24 months, with an average of 13.8 months. At the last follow-up, none of the patients developed bloated and deformed flaps or pressure ulcers, and the two-point discrimination distance of the flap ranged from 5 to 13 mm. No tendon adhesion or scar hyperplasia was observed in the flap donor sites, and the sensation, weight-bearing, and walking functions of the affected feet were normal.Conclusions:The use of the fifth metatarsal perforator flap of the lateral plantar artery for repairing the wounds on the anterolateral side of the foot has the advantages of flexible flap design, minimal damage to the flap donor site, simple and feasible surgical operation, and good postoperative foot appearance and function, which is worthy of clinical application and promotion.
9.Individualized prediction model of tacrolimus dose/weight-adjusted trough concentration based on machine learning approach
Hui Jiang ; Liang Tang ; Xin Wang ; Fan Jiang ; Deguang Wang ; Xiaofeng Lan ; Xiang Xie
Acta Universitatis Medicinalis Anhui 2025;60(2):344-350
Objective:
To utilize machine learning(ML) algorithms to develop accurate and effective prediction models for TAC dose/weight-adjusted trough concentration(C0/D).
Methods:
Data were collected on 264 TAC blood concentration monitoring data from 72 patients undergoing kidney transplantation. The effects of population statistical data, clinical features, combined medication, and ultrasound feature parameters on TAC C0/D were analyzed. Features with a significance level less than 0.05 in the univariate analysis of TAC C0/D were selected for inclusion in the random forest(RF) algorithm to identify significant features. These features were interpreted using partial dependency plots. Five ML algorithms, including RF, support vector regression(SVR), extreme gradient boosting(XGBoost), decision trees(DT) and artificial neural networks(ANN), were employed to establish the TAC C0/D prediction model. Hyper-parameter tuning was performed on the RF model that performed the best.
Results :
Ten characteristic variables with importance scores>5 were retained and included in the ML model: transglutaminase, red blood cell count, blood urea nitrogen, weight, serum creatinine, renal segmental arterial resistance index, renal aortic resistance index, hematocrit, renal pelvic Young′s modulus value, and time after transplantation. The partial dependence plots showed that all 10 important variables screened were positively correlated with TAC C0/D. The tuned RF model outperformed the other models with aR2of 0.81, aRMSEof 43.93, and aMAEof 29.97.
Conclusion
The ML models demonstrate good performance in predicting TAC C0/D and provide innovative interpretations using partial dependence plot. The optimized RF model shows optimal performance and offers a novel tool for individualized medication adjustment for TAC in renal transplant patients.
10.Risk factors analysis and predictive model construction for atrial high-rate episodes after cardiac resynchronization therapy in patients with heart failure
Ping LI ; Xiaoyan LIU ; Yongming HE ; Xiaofeng CHENG
Chinese Journal of General Practitioners 2025;24(6):722-727
Objective:To analyze the risk factors for atrial high-rate episodes (AHRE) following cardiac resynchronization therapy (CRT) and construct a predictive model for the occurrence of AHRE.Methods:This was a case-control study. Patients who received CRT treatment for heart failure in the Second Affiliated Hospital of Second Affiliated Hospital of Army Military Medical University from January 2017 to December 2020 were selected and divided into AHRE group and non-AHRE group according to whether AHRE occurred during the follow-up period. Baseline clinical data were collected. Patients were followed up regularly after CRT or cardiac resynchronization therapy defibrillator (CRT-D) implantation until August 31, 2022. Logistic regression model was used to analyze the factors influencing the occurrence of AHRE in patients with heart failure treated with CRT, and a nomogram prediction model was established. The receiver operating characteristic (ROC) curve was used to evaluate the nomogram model, and the Hosmer-Lemeshow test was used to evaluate the consistency of the prediction model.Results:A total of 198 patients, aged (62±8) years, 138 (69.7%) males, were enrolled, of whom 52 (26.3%) patients developed AHRE (AHRE group) and 146 (73.7%) had no AHRE (non-AHRE group) during the follow-up period. Multivariate logistic regression analysis revealed that age, coronary heart disease, C-reactive protein, left atrial volume, and left ventricular ejection fraction (LVEF) were independent influencing factors of heart failure patients developing AHRE after CRT surgery (all P<0.05). A nomogram prediction model was constructed by combining 5 indicators: age, coronary heart disease, C-reactive protein, left atrial volume, and LVEF. In this model, a score of 4 was assigned for age ≥65 years, 4 for coronary heart disease, 4 for C-reactive protein ≥10 ng/ml, 20 for left atrial volume ≥35 ml, and 5 for LVEF ≤30%. The total score was obtained by accumulating the scores of each indicator, and the probability of heart failure patients developing AHRE after CRT surgery was predicted based on the total score. The area under the curve of the nomogram prediction model constructed in this study for predicting AHRE in heart failure patients after CRT surgery was 0.830 (95% CI: 0.795-0.866). The incidence of AHRE predicted by the model was basically consistent with the actual incidence of AHRE. The Hosmer-Lemeshow test indicated a good calibration of the model ( χ2=6.32, P=0.612). Conclusions:Age, coronary heart disease, C-reactive protein, left atrial volume, and LVEF are all independent risk factors for AHRE after CRT treatment. The nomogram prediction model based on the above factors can effectively predict the risk of AHRE in patients with heart failure after CRT, and the ROC curve and consistency test both show good prediction efficiency and consistency.


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