1.Associations between parental adherence to healthy lifestyles and cognitive performance in offspring: A prospective cohort study in China
Rongxia LV ; Yuhui HUANG ; Siyi HUANG ; Shiyi WU ; Siwen WANG ; Guangyu HU ; Yanan MA ; Peige SONG ; E. Jorge CHAVARRO ; S.V. SUBRAMANIAN ; Chunling LU ; Zhihui LI ; Changzheng YUAN
Chinese Medical Journal 2024;137(6):683-693
Background::Previous studies have reported associations of specific maternal and paternal lifestyle factors with offspring’s cognitive development during early childhood. This study aimed to investigate the prospective associations between overall parental lifestyle and offspring’s cognitive performance during adolescence and young adulthood in China.Methods::We included 2531 adolescents aged 10-15 years at baseline in 2010 from the China Family Panel Studies. A healthy parental lifestyle score (ranged 0-5) was constructed based on the following five modifiable lifestyle factors: Smoking, drinking, exercise, sleep, and diet. Generalized estimating equation models were used to examine the association between baseline parental healthy lifestyle scores and offspring’s fluid and crystallized intelligence in subsequent years (2012, 2014, 2016, and 2018).Results::Offspring in the top tertile of parental healthy lifestyle scores performed better in overall fluid intelligence (multivariable-adjusted β = 0.53, 95% confidence interval [CI]: 0.29-0.77) and overall crystallized intelligence (multivariable-adjusted β = 0.35, 95% CI: 0.16-0.54) than those in the bottom tertile of parental healthy lifestyle scores. The results were similar after further adjustment for the offspring’s healthy lifestyle scores and persisted across the subgroups of parental socioeconomic status. Additionally, maternal and paternal healthy lifestyle scores were independently associated with better offspring’s cognitive performance, with significant contribution observed for paternal never-smoking, weekly exercise, and diversified diet. When both parents and offspring adhered to a healthier lifestyle, we observed the highest level of the offspring’s overall crystallized intelligence. Conclusions::Our study indicates that parental adherence to a healthier lifestyle is associated with significantly better offspring’s cognitive performance during adolescence and early adulthood, regardless of socioeconomic status. These findings highlight the potential cognitive benefits of promoting healthy lifestyles among parents of adolescents.
2.Analysis of retinal sublayer thickness in Leber hereditary optic neuropathy and G11778A mutation carriers
Yufang CHENG ; Qingmei MIAO ; Jiajia YUAN ; Changzheng CHEN
Chinese Journal of Ocular Fundus Diseases 2023;39(7):554-559
Objective:To analyze the thickness of peripapillary retinal nerve fiber layer (pRNFL) and photoreceptor (PR) sublayer in Leber hereditary optic neuropathy (LHON) and G11778A mutation carriers. Methods:A cross sectional study. From September 2020 to October 2021, 68 LHON patients (136 eyes) (patient group) and 40 G11778A mutation carriers (80 eyes) of LHON patients' families (carrier group) were included in the study. All patients were found to have G11778A mutation by Genetic testing. Forty healthy volunteers with 80 eyes matched to the age and gender of the patient group were recruited as a normal control group. All eyes were examined by optical coherence tomography (OCT). The pRNFL thickness was automatically measured by the built-in software of the OCT device. The total retinal thickness (MT) and the thickness of the outer bundle layer (OPL), outer nuclear layer (ONL), external limiting membrane to retinal pigment epithelium (ELM-RPE) in macular OCT images were measured by Image J software. Linear mixed model was used to analyze and compare the thickness of pRNFL, macular fovea and four layers above the nasal and temporal paracentral retina in patients, carriers and normal controls. The correlation between pRNFL and macular retinal sublayer thickness and the course of disease was also analyzed. Results:The thickness of the upper and lower pRNFL, temporal pRNFL and average pRNFL of the patients were smaller than those of the carriers and the normal control group ( P<0.01), and the nasal pRNFL thickness of the patients was smaller than that of the carriers ( P<0.01). Fovea: compared with the normal control group, the thickness of MT and ONT in the patient group was decreased, ONL thickness decreased in carrier group, with the significant different ( P<0.05). Parafovea: compared with normal control group, the thickness of MT and temporal ONL decreased and temporal OPL increased in the patients group, with the significant different ( P<0.05). In the carrier group, the thickness of MT and temporal, nasal ONL decreased, and the thickness of nasal OPL increased, with the significant different ( P<0.05). Compared with the carrier group, the MT thickness of the patient group was decreased, and the nasal ONL and nasal ELM-RPE thickness were increased, with the significant different ( P<0.05). Correlation analysis results showed that the thinning of pRNFL in the superior, nasal, temporal and average ( r=-0.22, -0.21, -0.25, -0.22), and the thickening of ELM-RPE in foveo-temporal ( r=0.19) were correlated with the course of disease ( P<0.05). Conclusions:The pRNFL of LHON patients with G11778A mutation becomes thinner and is related to the course of the disease. There were significant differences in the thickness of MT and PR sublayers between patients and carriers compared to the normal control group.
3.Gold nanoparticle-directed autophagy intervention for antitumor immunotherapy via inhibiting tumor-associated macrophage M2 polarization.
Siyue ZHANG ; Fangyuan XIE ; Kaichun LI ; He ZHANG ; You YIN ; Yuan YU ; Guangzhao LU ; Shihao ZHANG ; Yan WEI ; Ke XU ; Yan WU ; Hong JIN ; Lan XIAO ; Leilei BAO ; Can XU ; Yulin LI ; Ying LU ; Jie GAO
Acta Pharmaceutica Sinica B 2022;12(7):3124-3138
Tumor-associated macrophages (TAMs), one of the dominating constituents of tumor microenvironment, are important contributors to cancer progression and treatment resistance. Therefore, regulation of TAMs polarization from M2 phenotype towards M1 phenotype has emerged as a new strategy for tumor immunotherapy. Herein, we successfully initiated antitumor immunotherapy by inhibiting TAMs M2 polarization via autophagy intervention with polyethylene glycol-conjugated gold nanoparticles (PEG-AuNPs). PEG-AuNPs suppressed TAMs M2 polarization in both in vitro and in vivo models, elicited antitumor immunotherapy and inhibited subcutaneous tumor growth in mice. As demonstrated by the mRFP-GFP-LC3 assay and analyzing the autophagy-related proteins (LC3, beclin1 and P62), PEG-AuNPs induced autophagic flux inhibition in TAMs, which is attributed to the PEG-AuNPs induced lysosome alkalization and membrane permeabilization. Besides, TAMs were prone to polarize towards M2 phenotype following autophagy activation, whereas inhibition of autophagic flux could reduce the M2 polarization of TAMs. Our results revealed a mechanism underlying PEG-AuNPs induced antitumor immunotherapy, where PEG-AuNPs reduce TAMs M2 polarization via induction of lysosome dysfunction and autophagic flux inhibition. This study elucidated the biological effects of nanomaterials on TAMs polarization and provided insight into harnessing the intrinsic immunomodulation capacity of nanomaterials for effective cancer treatment.
4.Multimodal deep learning model for staging diabetic retinopathy based on ultra-widefield fluorescence angiography
Wen FAN ; Xiaoling WANG ; Xiao MA ; Songtao YUAN ; Changzheng CHEN ; Zexuan JI
Chinese Journal of Ocular Fundus Diseases 2022;38(2):139-145
Objective:To apply the multi-modal deep learning model to automatically classify the ultra-widefield fluorescein angiography (UWFA) images of diabetic retinopathy (DR).Methods:A retrospective study. From 2015 to 2020, 798 images of 297 DR patients with 399 eyes who were admitted to Eye Center of Renmin Hospital of Wuhan University and were examined by UWFA were used as the training set and test set of the model. Among them, 119, 171, and 109 eyes had no retinopathy, non-proliferative DR (NPDR), and proliferative DR (PDR), respectively. Localization and assessment of fluorescein leakage and non-perfusion regions in early and late orthotopic images of UWFA in DR-affected eyes by jointly optimizing CycleGAN and a convolutional neural network (CNN) classifier, an image-level supervised deep learning model. The abnormal images with lesions were converted into normal images with lesions removed using the improved CycleGAN, and the difference images containing the lesion areas were obtained; the difference images were classified by the CNN classifier to obtain the prediction results. A five-fold cross-test was used to evaluate the classification accuracy of the model. Quantitative analysis of the marker area displayed by the differential images was performed to observe the correlation between the ischemia index and leakage index and the severity of DR.Results:The generated fake normal image basically removed all the lesion areas while retaining the normal vascular structure; the difference images intuitively revealed the distribution of biomarkers; the heat icon showed the leakage area, and the location was basically the same as the lesion area in the original image. The results of the five-fold cross-check showed that the average classification accuracy of the model was 0.983. Further quantitative analysis of the marker area showed that the ischemia index and leakage index were significantly positively correlated with the severity of DR ( β=6.088, 10.850; P<0.001). Conclusion:The constructed multimodal joint optimization model can accurately classify NPDR and PDR and precisely locate potential biomarkers.
5.Association between visual function and optic fiber layer thickness after gene therapy for Leber hereditary optic neuropathy
Jiajia YUAN ; Yong ZHANG ; Changzheng CHEN ; Xueying YANG ; Qingmei MIAO ; Yoon Kai FAN ; Bin LI
Chinese Journal of Experimental Ophthalmology 2022;40(10):908-913
Objective:To investigate the association between the rehabilitation of visual function and retinal nerve fiber layer (RNFL) thickness in Leber hereditary optic neuropathy (LHON) patients receiving gene therapy for the disease.Methods:A multi-center, non-randomized, single-arm clinical trial was conducted.A total of 159 LHON patients were enrolled in Tongji Hospital, Tongji Medical College, Huazhong University of Science & Technology, Taihe Hospital and Ezhou Central Hospital from December 2017 to December 2018.All of the patients were administered with a single unilateral intravitreal injection (0.05 μl) of recombinant adeno-associated virus 2 carrying reduced nicotinamide adenine dinucleotide dehydrogenase subunit 4 (rAAV2-ND4) and were followed up before and 1, 3, 6 and 12 months after treatment.The best corrected visual acuity (BCVA) converted to logarithm of the minimum angle of resolution (LogMAR) unit was assessed with a standard logarithmic visual acuity chart.Perimetry indicators including visual field index (VFI) and mean deviation (MD) were measured with Humphrey Field Analyzer.RNFL thickness in the superior, inferior, temporal, nasal optic disc and the average RNFL thickness were detected with Spectralis ? HRA+ OCT.The 12-month postoperative BCVA, visual field, and RNFL thickness were taken as the primary outcomes.According to the improvement of BCVA, VFI and MD at 12 months after therapy, there were 81 vision improved eyes with injection, 62 vision unimproved eyes with injection, 65 vision improved eyes without injection, and 78 vision unimproved eyes without injection, 48 VFI improved eyes with injection, 71 VFI unimproved eyes with injection, 47 VFI improved eyes without injection, and 72 VFI unimproved eyes without injection, 52 MD improved eyes with injection, 67 MD unimproved eyes with injection, 47 MD improved eyes without injection, and 72 MD unimproved eyes without injection.The correlations between BCVA, VFI, MD and RNFL thickness were evaluated by Pearson linear correlation analysis.This study adhered to the Declaration of Helsinki.The study protocol was approved by the Ethics Committees of Wuhan Tongji Hospital (No.TJ-IRB20180316), Taihe Hospital (No.2017-01), Ezhou Central Hospital (No.2017-K-05) and People's Hospital of Wuhan University (No.WDRY2020-K202).Written informed consent was obtained from each patient or custodian prior to entering the study cohort. Results:Among the patients receiving rAAV-ND4 gene therapy, the 12-month postoperative BCVA (LogMAR) in the injected eyes and uninjected eyes was 1.37±0.55 and 1.29±0.59, which were significantly better than 1.70±0.41 and 1.53±0.51 before treatment (baseline), respectively ( t=4.920, 3.550; both at P<0.001).The 12-month postoperative VFI of the patients were significantly improved and the 12-month postoperative MD of the patients were significantly lowered in comparison with those at baseline in the injected eyes (both at P<0.001).Similar improvements of VFI and MD were observed in the uninjected eyes (both at P<0.01).RNFL of the patients was thinner after the therapy.In the vision improved eyes with injection, the BCVA was negatively correlated with superior, inferior, temporal, nasal and average RNFL thickness ( r=-0.362, -0.292, -0.307, -0.308; all at P<0.05).In the VFI improved eyes with injection, VFI was positively correlated with superior, inferior, nasal and average RNFL thickness ( r=0.439, 0.356, 0.294, 0.401; all at P<0.05).In the MD improved eyes with injection, MD was positively correlated with superior, inferior, nasal and average RNFL thickness ( r=0.495, 0.424, 0.377, 0.474; all at P<0.05). Conclusions:The recovery of visual function is associated with RNFL thickness after the intravitreal injection of rAAV2-ND4 in LHON eyes.Recovery of visual acuity is better in the eyes with thicker RNFL.
6.Electroretinogram changes in patients and carriers with Leber hereditary optic neuropathy
Qingmei MIAO ; Yufang CHENG ; Jiajia YUAN ; Hongmei ZHENG ; Changzheng CHEN
Chinese Journal of Ocular Fundus Diseases 2022;38(12):988-993
Objective:To observe the characteristics of pattern electroretinogram (PERG) and the photopic negative response (PhNR) of flash electroretinogram (FERG) in patients and carriers with Leber hereditary optic neuropathy (LHON).Methods:A cross sectional, observational study. Thirty-two patients (64 eyes) diagnosed with LHON (LHON group) and 15 normal members with the same mutation in patient's family (carrier group) were included in this study from February 2021 to November 2021 in the Department of Ophthalmology of Renmin Hospital of Wuhan University. All patients in LHON group were males (100.0%, 32/32) and the average age was 23.34±7.41 years. In the carrier group of 15 cases (30 eyes), there were 2 males (13.3%, 2/15) and 13 females (86.7%, 12/15). The average age was 43.44±7.65 years. Twenty-four healthy subjects (48 eyes) in the same period were selected as the control group. Among them, there were 8 males (33.3%, 8/24) and 16 females (66.7%, 16/24). The average age was 23.42±2.54 years. All subjects were examined with the GT-2008V-VI visual electrophysiology instrument of Chongqing Gotec Medical Equipment Limited Company for PERG and FERG. P50 and N95 amplitudes of PERG and PhNR, a wave and b wave amplitudes of FERG were recorded. The peripapillary retinal nerve fiber layer (pRNFL) thicknesses of the nasal, superior, temporal, inferior and average quadrants were measured by spectral domain optical coherence tomography (SD-OCT). The amplitudes of a wave, b wave, PhNR, P50 wave, N95 wave and pRNFL thickness between the three groups were compared by one-way ANOVA. Pearson correlation analysis was used to analyze the correlation between different parameters.Results:Compared with the control group, the amplitudes of PhNR in LHON group and carrier group decreased significantly ( F=11.973, P<0.001). The results of correlation analysis showed that the amplitude of PhNR in LHON group was significantly correlated with the thickness of nasal and temporal pRNFL ( r=0.249, 0.272; P=0.048, 0.030). There was no significant difference in P50 wave amplitude between patients, carriers and controls ( F=1.342, P=0.265). There was no significant difference in N95 wave amplitude between patients and controls ( P=0.960). Conclusion:The PhNR amplitudes of FERG in LHON patients and carriers decrease significantly compared to controls.
7.Gene therapy for Leber hereditary optic neuropathy
Qingmei MIAO ; Changzheng CHEN ; Jiajia YUAN
Chinese Journal of Ocular Fundus Diseases 2022;38(12):1031-1034
Leber hereditary optic neuropathy (LHON) is a matrilineal hereditary optic neuropathy in which mitochondrial DNA mutations lead to retinal ganglion cell degeneration. At present, the treatment for LHON is limited. Early symptomatic treatment and medical treatment may improve the vision of patients. In recent years, rapid progress has been made in gene therapy. Many clinical studies have confirmed its safety and efficacy. Monocular gene therapy is helpful to improve the visual function of LHON patients, and it can also improve the visual acuity of uninjected eyes. Patients do not have serious eye or systemic adverse events during the treatment period, showing good safety and tolerance. Studies with larger sample size and longer follow-up time are needed to further verify the efficacy and safety of gene therapy in the future. Gene therapy is expected to become a safe and effective treatment, bringing hope to LHON patients.
8.Changes of visual acuity and visual evoked potentials before and after gene therapy for Leber hereditary optic neuropathy
Xueying YANG ; Changzheng CHEN ; Jiajia YUAN ; Bin LI
Chinese Journal of Ocular Fundus Diseases 2021;37(3):189-194
Objective:To observe the changes of vision and visual evoked potentials (VEP) in patients with Leber hereditary optic neuropathy (LHON) before and after gene therapy.Methods:A retrospective cohort study. From December 2017 to October 2018, 35 cases of 70 eyes of m11778G.A/MT-ND4 mutant LHON patients who were diagnosed in the Tongji Hospital of Huazhong University of Science and Technology and received gene therapy were included in the study. There were 30 males (87.71%) and 5 females (12.29%), with the mean age of 23.31±6.72 years. The gene therapy method was intravitreal injection of rAAV2-ND4 (recombinant adeno-associated virus carrying NADH-ubiquinone oxidoreductase subunit 4 gene) into one eye. The eye with poor visual acuity was chosen as the injection eye. If both eyes had the same visual acuity, the right eye was designated as the injection eye. Seventy eyes were divided into the injected eye group and the non-injected eye group, in which were both 35 eyes. The best corrected visual acuity (BCVA) and pattern VEP (PVEP) examinations were performed in the injected eye group and the non-injected eye group before treatment (baseline), 1, 3, and 6 months after injection. Compare the changes of BCVA and PVEP between the injected eye group and the non-injected eye group at baseline, 1 month, 3 months, and 6 months after injection. Independent sample t test, paired sample t test or two independent sample nonparametric test were performed to compare the two groups. Results:Compared with baseline, 1, 3, and 6 months after treatment, the BCVA of the injected eye group ( t=3.530, 4.962, 5.281; P=0.001, 0.000, 0.000) and the non-injected eye group ( t=3.288, 2.620, 2.252; P=0.002, 0.013, 0.031) increased, and the difference was statistically significant; there was no statistically significant difference between VEP IT ( tinjected eye group=-0.158, 1.046, -1.134; Pinjected eye group = 0.875, 0.303, 0.190; tnon-injected eye group=0.773, -0.607, -0.944; Pnon-injected eye group = 0.445, 0.548, 0.352) and VEP A ( Zinjected eye group=-0.504, -0.934, -1.065; Pinjected eye group = 0.614, 0.351, 0.287; Znon-injected eye group=-0.521, -0.115, -0.491; Pnon-injected eye group = 0.602, 0.909, 0.623). Conclusion:After gene therapy, the visual acuity of the injected and non-injected eyes of LHON patients improved; PVEP did not change significantly, and remained stable compared with baseline.
10.Impact of Wuhan lockdown on the spread of COVID-19 in China: a study based on the data of population mobility.
Shu LI ; Qinchuan WANG ; Sicong WANG ; Junlin JIA ; Zilong BIAN ; Changzheng YUAN ; Sisi WANG ; Xifeng WU ; Shuyin CAO ; Chen CHEN ; Xiaolin XU ; Yuanqing YE ; Hao LEI ; Wenyuan LI ; Kejia HU
Journal of Zhejiang University. Medical sciences 2021;50(1):61-67
This study aimed to quantitatively assess the effectiveness of the Wuhan lockdown measure on controlling the spread of coronavirus diesase 2019 (COVID-19). : Firstly,estimate the daily new infection rate in Wuhan before January 23,2020 when the city went into lockdown by consulting the data of Wuhan population mobility and the number of cases imported from Wuhan in 217 cities of Mainland China. Then estimate what the daily new infection rate would have been in Wuhan from January 24 to January 30th if the lockdown measure had been delayed for 7 days,assuming that the daily new infection in Wuhan after January 23 increased in a high,moderate and low trend respectively (using exponential, linear and logarithm growth models). Based on that,calculate the number of infection cases imported from Wuhan during this period. Finally,predict the possible impact of 7-day delayed lockdown in Wuhan on the epidemic situation in China using the susceptible-exposed-infectious-removed (SEIR) model. : The daily new infection rate in Wuhan was estimated to be 0.021%,0.026%,0.029%,0.033% and 0.070% respectively from January 19 to January 23. And there were at least 20 066 infection cases in Wuhan by January 23,2020. If Wuhan lockdown measure had been delayed for 7 days,the daily new infection rate on January 30 would have been 0.335% in the exponential growth model,0.129% in the linear growth model,and 0.070% in the logarithm growth model. Correspondingly,there would have been 32 075,24 819 and 20 334 infection cases travelling from Wuhan to other areas of Mainland China,and the number of cumulative confirmed cases as of March 19 in Mainland China would have been 3.3-3.9 times of the officially reported number. Conclusions: Timely taking city-level lockdown measure in Wuhan in the early stage of COVID-19 outbreak is essential in containing the spread of the disease in China.
COVID-19
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China/epidemiology*
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Cities
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Communicable Disease Control
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Humans
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SARS-CoV-2

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