1.Optical coherence tomography angiography in diabetic retinopathy: focusing on microvascular changes
Xiongyi YANG ; Guoguo YI ; Yanxia CHEN ; Siyu YANG ; Shibei AI ; Cong ZHENG ; Mingzhe CAO ; Min FU
International Eye Science 2025;25(2):179-190
AIM:To investigate the value of optical coherence tomography angiography(OCTA)indicators in the diagnosis of diabetic retinopathy(DR), and to provide patients with diabetic nephropathy(DN)with more sensitive OCTA screening indicators to detect concurrent DR at an early stage.METHODS: A total of 200 patients who treated in the ophthalmology department of the Seventh Affiliated Hospital, Sun Yat-sen University from 2022 to 2023 were included, including 95 first-diagnosed DR patients and 105 patients without DR, and all patients underwent OCTA examination and a collection of demographics and renal function parameters. After a quality check, automated measurements of the foveal avascular zone area, vessel density(VD), and perfusion density(PD)of both 3 mm×3 mm and 6 mm×6 mm windows were obtained.RESULTS: Using random forest and multivariate Logistic regression methods, we developed a diagnostic model for DR based on 12 variables(age, FBG, SBP, DBP, HbA1c, ALT, ALP, urea/Scr, DM duration, HUA, DN, and CMT). Adding specific OCTA parameters enhanced the efficacy of the existing diagnostic model for DR(outer vessel density in 6 mm×6 mm window, AUC=0.837 vs 0.819, P=0.03). In the study of DN patients, the parameters in the 6 mm×6 mm window improved the diagnostic efficacy of DR(inner VD; outer VD; full VD; outer PD; full PD).CONCLUSION:The outer VD in the 6 mm×6 mm window can enhance the efficacy of the traditional DR diagnostic model. Meanwhile, compared with the 3 mm×3 mm window, the microvascular parameters in the 6 mm× 6 mm window focusing on DN patients can be more sensitive to diagnosing the occurrence of DR.
2.Treatment of Polymorphic Light Eruption Using Resolving Toxins and Tranquilizing Collaterals Method
Wei SONG ; Rudi AI ; Mingling CHEN ; Min XIAO
Journal of Traditional Chinese Medicine 2024;65(11):1154-1158
Collateral vessels in cutaneous regions are the channel of qi, blood and body fluids transmission among the skin and striae and interstices, and is also the path of pathogens invasion. It is believed that the key pathogenesis of polymorphic light eruption (PLE) was toxins damaging to the skin, in which the cutaneous collaterals fail to nourish, insecurity of the muscle surface as the basis of disease, the pathogens offending qi collaterals and heat constraint to toxins as the driving factors, gradually affecting fluid collaterals and dryness-dampness coexist as the middle link, and latent pathogens in blood level and waiting for the opportunity to onset as the final stage. It is proposed that the basic treatment is to resolve toxins and tranquilize collaterals, and the internal and external treatments are combined together. The internal treatment is to resolve toxins, strengthen collaterals, and assist in unblocking the collaterals, and the modified self-prescribed Wuteng Decoction (五藤饮) plus Yigong Powder (异功散) were selected as the basic formulas, which promotes the discharge of toxin pathogens and strengthens the power of the cutaneous collaterals to protect against pathogens. For external treatment, according to the performance of skin lesions, scraping, tapping with medicinal solution, ointment were selected to drive away pathogens and resolve toxins, and soothe the cutaneous collaterals. In the early stage, the skin temperature rose with itching, tingling and no rash, scraping with the self-prescribed Yinhuangcao Clearing Oil (银黄草清解油) could be used to activate blood and regulate qi, relieve heat and resolve toxins; if the lesions showed erythema, pimples, itching, tapping with the self-prescribed Qian'ai Xunxi Formula (千艾熏洗方) could be used to diffuse qi and fluid, unblock the collaterals and clean toxins; if the skin lesions thickened with scales, the self-prescribed Yufu Ointment (愈肤膏) for external application could be used to resolve toxins and activate collaterals, moisten skin and heal up sore.
3.Treating Chronic Urticaria with the Method of Dredging Sanjiao (三焦)
Wei SONG ; Zhongyi ZHANG ; Bo JIA ; Tao SHEN ; Rudi AI ; Mingling CHEN ; Min XIAO
Journal of Traditional Chinese Medicine 2024;65(4):414-418
The membranous tube of sanjiao (三焦) is not only the path of the transport of fluid and qi, but the way of the invasion of pathogenic factors, therefore, it cooperates with the skin mucous membrane physically and influence on each other pathologically. It is believed that the core pathogenesis of chronic urticaria is pathogens intruding sanjiao, membrane collaterals acute spasm, and fluid and qi disturbance, of which defense qi insufficiency and pathogens intruding sanjiao initiates the disease, while struggle between healthy and pathogenic qi and membrane collaterals acute spasm is the intermediate stage, and disturbed fluid, qi and blood movement is the terminal stage. Following the core treatment principle of dredging sanjiao, the internal treatment is to open striae and interstices and dispel pathogens out using self-made Guben Shufeng Decoction(固本疏风汤)modifications, and the external treatment is to dredge and regulate membrane collaterals, move qi and fluid, and treat sanjiao simultaneously, commonly using cutting therapy on Danzhong (RN 17) to move qi and fluid, seal umbilical therapy on Shenque (RN 8) to supplement and nourish ying-wei (营卫), and natural moxibustion on Xuehai (SP 10) to move blood and unblock collaterals.
4.The study on the value of geriatric nutritional risk index to assess the severity of elderly patients with chronic obstructive pulmonary disease
Ai-Min CHEN ; Lei WANG ; Ya GAO ; Rong-Xiang YAO
Parenteral & Enteral Nutrition 2024;31(5):288-292
Objective:To explore the value of common nutritional indexes to assess the severity of elderly patients with chronic obstructive pulmonary disease(COPD).Methods:The data of 94 elderly COPD patients who were hospitalized in the Department of Internal Medicine of Huangshan Shoukang Hospital from January 2018 to August 2020 were retrospectively analyzed.According to the final outcome of the patients,the patients were divided into improvement group(n=83)and ICU group(n=11).The nutritional status and lung functions of patients were assessed.Data including forced expiratory volume in one second/prediction(FEV1/Pre)was collected.The correlation of levels of body mass index(BMI),albumin,prealbumin,retinol binding protein,lymphocyte count,and geriatric nutritional risk index with FEV1/Pre was analyzed.And the value of these indexes in predicting whether patients needed to be transferred to ICU or not was analyzed.Results:Among the 94 patients,60 were male and 34 were female.The age ranged from 50 to 92 years old,and the quartile was 78(72,83)years old.The correlation coefficients between FEV1/Pre and levels of BMI,albumin,prealbumin,retinol binding protein,lymphocyte count,and geriatric nutritional risk index were 0.535(P<0.001),0.726(P<0.001),0.351(P=0.001),0.498(P<0.001),0.572(P<0.001),and 0.940(P<0.001),respectively.The areas under the ROC curve predicted by levels of BMI,albumin,prealbumin,retinol binding protein,lymphocyte count,and geriatric nutritional risk index were 0.744(95%CI:0.544~0.944,P<0.001),0.834(95%CI:0.669~1.000,P<0.001),0.658(95%CI:0.468~0.823,P<0.001),0.602(95%CI:0.408~0.811,P<0.001),0.649(95%CI:0.428~0.856,P<0.001),and 0.875(95%CI:0.751~0.999,P<0.001),respectively.Conclusions:Levels of BMI,prealbumin,retinol binding protein,lymphocyte count,and geriatric nutritional risk index had certain correlation with the severity of COPD,which could be used to assess the severity of COPD.The elderly nutritional risk index showed the best prediction value.
5.Standardized operational protocol for the China Human Brain Bank Consortium(2nd edition)
Xue WANG ; Zhen CHEN ; Juan-Li WU ; Nai-Li WANG ; Di ZHANG ; Juan DU ; Liang YU ; Wan-Ru DUAN ; Peng-Hao LIU ; Han-Lin ZHANG ; Can HUANG ; Yue-Shan PIAO ; Ke-Qing ZHU ; Ai-Min BAO ; Jing ZHANG ; Yi SHEN ; Chao MA ; Wen-Ying QIU ; Xiao-Jing QIAN
Acta Anatomica Sinica 2024;55(6):734-745
Human brain banks use a standardized protocol to collect,process and store post-mortem human brains and related tissues,along with relevant clinical information,and to provide the tissue samples and data as a resource to foster neuroscience research according to a standardized operating protocols(SOP).Human brain bank serves as the foundation for neuroscience research and the diagnosis of neurological disorders,highlighting the crucial rule of ensuring the consistency of standardized quality for brain tissue samples.The first version of SOP in 2017 was published by the China Human Brain Bank Consortium.As members increases from different regions in China,a revised SOP was drafted by experts from the China Human Brain Bank Consortium to meet the growing demands for neuroscience research.The revised SOP places a strong emphasis on ethical standards,incorporates neuropathological evaluation of brain regions,and provides clarity on spinal cord sampling and pathological assessment.Notable enhancements in this updated version of the SOP include reinforced ethical guidelines,inclusion of matching controls in recruitment,and expansion of brain regions to be sampled for neuropathological evaluation.
6.Bioequivalence study of rasagiline mesylate tablets in Chinese healthy subjects
Gang CHEN ; Xiao-Lin WANG ; Si-Qi ZANG ; Ze-Juan WANG ; Xiao-Na LIU ; Ai-Hua DU ; Min LI ; Ya-Nan ZHANG ; Dan ZHANG ; Li-Na ZHANG ; Jin WANG
The Chinese Journal of Clinical Pharmacology 2024;40(19):2885-2890
Objective To study the pharmacokinetics and bioequivalence of two formulations of rasagiline mesylate tablets in healthy subjects under fasting and fed conditions.Methods The two-period,two-sequence,crossover study design was adopted in the fasting study.Thirty-six subjects were enrolled and given either test preparation or reference preparation 1 mg respectively in two periods.After collecting plasma samples,the plasma concentration of rasagiline was determined by liquid chromatography-tandem mass spectrometry(LC-MS/MS)and the bioequivalence was evaluated using the average bioequivalence(ABE)method.The four-period,two-sequence,fully replicate crossover study design was adopted in the fed study.Forty-eight subjects were enrolled and given the test preparation or the reference preparation at a dose of 1 mg twice respectively in four periods.According to the degree of intra-individual variation of Cmax,AUC0-t and AUC0-∞,the equivalence was evaluated using the reference-scaled average bioequivalence and ABE method,respectively.Results In the fasting study,the pharmacokinetic parameters of rasagiline of the test and reference preparation were as follow:Cmax were(9.70±3.14)and(9.62±3.85)ng·mL-1,AUC0-t were(6.03±1.47)and(6.02±1.95)ng·h·mL-1,AUC0-∞ were(6.13±1.51)and(6.12±1.97)ng·h·mL-1.The 90%confidence interval(CI)of the geometric mean ratio(GMR)were 94.11%-118.06%,99.22%-107.74%and 99.16%-107.44%for Cmax,AUC0-t and AUC0-∞,respectively,which were within the acceptance criteria of 80.00%-125.00%.In the fed study,the pharmacokinetic parameters of rasagiline of the test and reference preparation were as follow:Cmax were(3.00±1.92)and(3.52±1.77)ng·mL-1,AUC0_t were(5.02±1.20)and(5.06±1.20)ng·h·mL-1,AUC0-∞ were(5.11±1.23)and(5.14±1.22)ng·h·mL-1.The 90%CI of GMR were 96.99%-101.19%and 97.17%-101.41%for AUC0-t and AUC0-∞,which were within the acceptance criteria of 80.00%-125.00%.The 95%upper confidence bound of Cmax for were less than"0",and the point estimate of GMR were within the acceptance criteria of 80.00%-125.00%.The incidence of adverse events in fasting and fed studies was 22.86%and 22.92%,respectively,and all adverse events were moderate to mild.Conclusion The two rasagiline mesylate tablets were bioequivalent,and both the formulations were well tolerated.
7.A multi-center epidemiological study on pneumococcal meningitis in children from 2019 to 2020
Cai-Yun WANG ; Hong-Mei XU ; Gang LIU ; Jing LIU ; Hui YU ; Bi-Quan CHEN ; Guo ZHENG ; Min SHU ; Li-Jun DU ; Zhi-Wei XU ; Li-Su HUANG ; Hai-Bo LI ; Dong WANG ; Song-Ting BAI ; Qing-Wen SHAN ; Chun-Hui ZHU ; Jian-Mei TIAN ; Jian-Hua HAO ; Ai-Wei LIN ; Dao-Jiong LIN ; Jin-Zhun WU ; Xin-Hua ZHANG ; Qing CAO ; Zhong-Bin TAO ; Yuan CHEN ; Guo-Long ZHU ; Ping XUE ; Zheng-Zhen TANG ; Xue-Wen SU ; Zheng-Hai QU ; Shi-Yong ZHAO ; Lin PANG ; Hui-Ling DENG ; Sai-Nan SHU ; Ying-Hu CHEN
Chinese Journal of Contemporary Pediatrics 2024;26(2):131-138
Objective To investigate the clinical characteristics and prognosis of pneumococcal meningitis(PM),and drug sensitivity of Streptococcus pneumoniae(SP)isolates in Chinese children.Methods A retrospective analysis was conducted on clinical information,laboratory data,and microbiological data of 160 hospitalized children under 15 years old with PM from January 2019 to December 2020 in 33 tertiary hospitals across the country.Results Among the 160 children with PM,there were 103 males and 57 females.The age ranged from 15 days to 15 years,with 109 cases(68.1% )aged 3 months to under 3 years.SP strains were isolated from 95 cases(59.4% )in cerebrospinal fluid cultures and from 57 cases(35.6% )in blood cultures.The positive rates of SP detection by cerebrospinal fluid metagenomic next-generation sequencing and cerebrospinal fluid SP antigen testing were 40% (35/87)and 27% (21/78),respectively.Fifty-five cases(34.4% )had one or more risk factors for purulent meningitis,113 cases(70.6% )had one or more extra-cranial infectious foci,and 18 cases(11.3% )had underlying diseases.The most common clinical symptoms were fever(147 cases,91.9% ),followed by lethargy(98 cases,61.3% )and vomiting(61 cases,38.1% ).Sixty-nine cases(43.1% )experienced intracranial complications during hospitalization,with subdural effusion and/or empyema being the most common complication[43 cases(26.9% )],followed by hydrocephalus in 24 cases(15.0% ),brain abscess in 23 cases(14.4% ),and cerebral hemorrhage in 8 cases(5.0% ).Subdural effusion and/or empyema and hydrocephalus mainly occurred in children under 1 year old,with rates of 91% (39/43)and 83% (20/24),respectively.SP strains exhibited complete sensitivity to vancomycin(100% ,75/75),linezolid(100% ,56/56),and meropenem(100% ,6/6).High sensitivity rates were also observed for levofloxacin(81% ,22/27),moxifloxacin(82% ,14/17),rifampicin(96% ,25/26),and chloramphenicol(91% ,21/23).However,low sensitivity rates were found for penicillin(16% ,11/68)and clindamycin(6% ,1/17),and SP strains were completely resistant to erythromycin(100% ,31/31).The rates of discharge with cure and improvement were 22.5% (36/160)and 66.2% (106/160),respectively,while 18 cases(11.3% )had adverse outcomes.Conclusions Pediatric PM is more common in children aged 3 months to under 3 years.Intracranial complications are more frequently observed in children under 1 year old.Fever is the most common clinical manifestation of PM,and subdural effusion/emphysema and hydrocephalus are the most frequent complications.Non-culture detection methods for cerebrospinal fluid can improve pathogen detection rates.Adverse outcomes can be noted in more than 10% of PM cases.SP strains are high sensitivity to vancomycin,linezolid,meropenem,levofloxacin,moxifloxacin,rifampicin,and chloramphenicol.[Chinese Journal of Contemporary Pediatrics,2024,26(2):131-138]
8.Ilizarov technique combined with center of rotation dome-shaped osteotomy for the treatment of juvenile distal femoral valgus deformity
Ming-Liang XU ; Guo-Liang CHEN ; Yilihamu YILIZATI ; Chang-Hong DONG ; Ai-Min PENG ; Rong-Jian SHI
China Journal of Orthopaedics and Traumatology 2024;37(7):725-731
Objective To investigate the effect of Ilizarov technique combined with rotational center dome-shaped osteoto-my in the treatment of juvenile distal femoral valgus deformity.Methods A retrospective study was conducted to analyze the clinical data of 11 patients with valgus deformity of the distal femur who had been admitted and followed up completely from January 2016 to October 2020.There were 7 males and 4 females.The 6 patients were on the right side and 5 patients were on the left side.The age ranged from 10 to 14 years old.The center of roration of angulation(CORA)was identified at the distal femur deformity,and dome-shaped osteotomy was performed with the CORA as the midpoint.The annular external fixator was installed according to the needle threading principle of Ilizarov external fixation,and the distal femur was cut off.The valgus deformity under visual inspection of the distal femur was corrected immediately,and the external fixator was fixed and main-tained.The residual deformity and shortening were corrected according to the force line and length of the lower limbs suggested by the weight-bearing full-length anteroposterior and lateral X-rays of both lower limbs.Results All 11 patients were followed up for 13 to 25 months.The time of wearing external fixator was 12 to 17 weeks.In the last follow-up,both lower limbs were measured by the weight-bearing full-length anteroposterior and lateral X-rays,and the length of both lower limbs of 11 patients were equal,and the deformities were corrected.The score of hospital for special surgery(HSS)was used to evaluate the knee function,all of which were excellent.Conclusion The Ilizarov technique was applied in the treatment of distal femoral valgus deformity in adolescents using a rotating central dome-shaped osteotomy.Visual femoral valgus deformity was corrected imme-diately during the operation.After the operation,residual deformities and shortening were dynamically adjusted and corrected according to the force line and shortening degree of lower extremities indicated by the weight-bearing anteroposterior and lateral radiographs of both lower limbs,with minimal damage and fast recovery.
9.Surveillance of bacterial resistance in tertiary hospitals across China:results of CHINET Antimicrobial Resistance Surveillance Program in 2022
Yan GUO ; Fupin HU ; Demei ZHU ; Fu WANG ; Xiaofei JIANG ; Yingchun XU ; Xiaojiang ZHANG ; Fengbo ZHANG ; Ping JI ; Yi XIE ; Yuling XIAO ; Chuanqing WANG ; Pan FU ; Yuanhong XU ; Ying HUANG ; Ziyong SUN ; Zhongju CHEN ; Jingyong SUN ; Qing CHEN ; Yunzhuo CHU ; Sufei TIAN ; Zhidong HU ; Jin LI ; Yunsong YU ; Jie LIN ; Bin SHAN ; Yunmin XU ; Sufang GUO ; Yanyan WANG ; Lianhua WEI ; Keke LI ; Hong ZHANG ; Fen PAN ; Yunjian HU ; Xiaoman AI ; Chao ZHUO ; Danhong SU ; Dawen GUO ; Jinying ZHAO ; Hua YU ; Xiangning HUANG ; Wen'en LIU ; Yanming LI ; Yan JIN ; Chunhong SHAO ; Xuesong XU ; Wei LI ; Shanmei WANG ; Yafei CHU ; Lixia ZHANG ; Juan MA ; Shuping ZHOU ; Yan ZHOU ; Lei ZHU ; Jinhua MENG ; Fang DONG ; Zhiyong LÜ ; Fangfang HU ; Han SHEN ; Wanqing ZHOU ; Wei JIA ; Gang LI ; Jinsong WU ; Yuemei LU ; Jihong LI ; Qian SUN ; Jinju DUAN ; Jianbang KANG ; Xiaobo MA ; Yanqing ZHENG ; Ruyi GUO ; Yan ZHU ; Yunsheng CHEN ; Qing MENG ; Shifu WANG ; Xuefei HU ; Wenhui HUANG ; Juan LI ; Quangui SHI ; Juan YANG ; Abulimiti REZIWAGULI ; Lili HUANG ; Xuejun SHAO ; Xiaoyan REN ; Dong LI ; Qun ZHANG ; Xue CHEN ; Rihai LI ; Jieli XU ; Kaijie GAO ; Lu XU ; Lin LIN ; Zhuo ZHANG ; Jianlong LIU ; Min FU ; Yinghui GUO ; Wenchao ZHANG ; Zengguo WANG ; Kai JIA ; Yun XIA ; Shan SUN ; Huimin YANG ; Yan MIAO ; Mingming ZHOU ; Shihai ZHANG ; Hongjuan LIU ; Nan CHEN ; Chan LI ; Jilu SHEN ; Wanqi MEN ; Peng WANG ; Xiaowei ZHANG ; Yanyan LIU ; Yong AN
Chinese Journal of Infection and Chemotherapy 2024;24(3):277-286
Objective To monitor the susceptibility of clinical isolates to antimicrobial agents in tertiary hospitals in major regions of China in 2022.Methods Clinical isolates from 58 hospitals in China were tested for antimicrobial susceptibility using a unified protocol based on disc diffusion method or automated testing systems.Results were interpreted using the 2022 Clinical &Laboratory Standards Institute(CLSI)breakpoints.Results A total of 318 013 clinical isolates were collected from January 1,2022 to December 31,2022,of which 29.5%were gram-positive and 70.5%were gram-negative.The prevalence of methicillin-resistant strains in Staphylococcus aureus,Staphylococcus epidermidis and other coagulase-negative Staphylococcus species(excluding Staphylococcus pseudintermedius and Staphylococcus schleiferi)was 28.3%,76.7%and 77.9%,respectively.Overall,94.0%of MRSA strains were susceptible to trimethoprim-sulfamethoxazole and 90.8%of MRSE strains were susceptible to rifampicin.No vancomycin-resistant strains were found.Enterococcus faecalis showed significantly lower resistance rates to most antimicrobial agents tested than Enterococcus faecium.A few vancomycin-resistant strains were identified in both E.faecalis and E.faecium.The prevalence of penicillin-susceptible Streptococcus pneumoniae was 94.2%in the isolates from children and 95.7%in the isolates from adults.The resistance rate to carbapenems was lower than 13.1%in most Enterobacterales species except for Klebsiella,21.7%-23.1%of which were resistant to carbapenems.Most Enterobacterales isolates were highly susceptible to tigecycline,colistin and polymyxin B,with resistance rates ranging from 0.1%to 13.3%.The prevalence of meropenem-resistant strains decreased from 23.5%in 2019 to 18.0%in 2022 in Pseudomonas aeruginosa,and decreased from 79.0%in 2019 to 72.5%in 2022 in Acinetobacter baumannii.Conclusions The resistance of clinical isolates to the commonly used antimicrobial agents is still increasing in tertiary hospitals.However,the prevalence of important carbapenem-resistant organisms such as carbapenem-resistant K.pneumoniae,P.aeruginosa,and A.baumannii showed a downward trend in recent years.This finding suggests that the strategy of combining antimicrobial resistance surveillance with multidisciplinary concerted action works well in curbing the spread of resistant bacteria.
10.Development of parenting behavior scale for caregivers of children aged 2 to 6 years and analysis for its reliability and validity.
Ni Na XIONG ; Rui Yun SHEN ; Ying WANG ; Ming ZHAO ; Zhuang WEI ; Wan Xia ZHANG ; Yan Jie CHEN ; Yang MA ; Wen Jing JI ; Ai Min LIANG
Chinese Journal of Preventive Medicine 2023;57(1):58-62
To develop a caregiver parenting behavior scale for children aged 2 to 6 years, and to verify its reliability and validity. This study recruited 1 350 caregivers of children aged 2 to 6 years. The item discrimination analysis and exploratory factor analysis were used to analyze the structure, dimensions and items of the scale. Homogeneity reliability, split-half reliability and test-retest reliability were used to analyze the reliability of the scale. Content validity and construct validity were used to analyze the validity of the scale. The results showed that the final scale contained 7 dimensions and 45 items. Cronbach's α coefficient of the total scale was 0.945; the coefficient of split half was 0.899; the test-retest reliability analysis showed that the correlation coefficients between the two tests were 0.893 (total score), 0.854 (social), 0.832 (language), 0.871 (gross motor), 0.893 (fine motor), 0.862 (cognitive), 0.832 (self-care), and 0.872 (sensory). The content validity analysis was carried out by two rounds of expert argumentation using Delphi expert consultation method. The Kendall coefficient of the items score in two rounds of Delphi expert consultation was 0.813 (P<0.01). The structure validity analysis showed that there were significant correlations between each dimension and the total scale, also between each dimension of the scale, and the extracted average variance values of each dimension was greater than the correlation coefficients between this dimension and other dimensions. In conclusion, the reliability and validity of the scale are qualified. It can be used as a tool to evaluate and guide the parenting behavior of caregivers of children aged 2 to 6 years.
Humans
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Child
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Caregivers/psychology*
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Reproducibility of Results
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Parenting
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Surveys and Questionnaires
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Factor Analysis, Statistical
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Psychometrics/methods*

Result Analysis
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