1.Nutritional risk and its correlation with related indexes in inpatients with aplastic anemia
Ting WANG ; Xiaorong HE ; Sha MENG
Journal of Public Health and Preventive Medicine 2024;35(3):153-156
Objective To investigate the nutritional status in patients with aplastic anemia (AA), and to analyze the influencing factors. Methods A retrospective analysis was performed on the clinical data of 152 patients with AA admitted to West China Hospital between March 2019 and March 2022. The nutritional status of all patients was screened by Nutritional Risk Screening 2002 (NRS2002). According to the screening criteria, the patients were divided into control group (46 cases, total NRS2002 score <3 points) and malnutrition risk group (106 cases, total NRS2002 score ≥3 points). The body mass index (BMI), disease grading [severe AA (SAA), non-severe AA (NSAA)], levels of hemoglobin (Hb), serum albumin (Alb), serum ferritin (SF), total protein (TP), folic acid (FA), vitamin B12 (VB12), serum iron (SI), unsaturated iron binding capacity (UIBC) and transferrin saturation (TSAT) were recorded and compared between the two groups. The risk factors of malnutrition were analyzed by logistic regression analysis, and levels of the related influencing factors were compared. The association between nutritional risk and prognosis in patients with AA was analyzed. Results Among the 152 patients with AA, 69.74% of them were at risk of malnutrition. There was no significant difference in the BMI, TP, FA and VB12 between the malnutrition risk group and the control group (P>0.05). The proportion of SAA cases in the malnutrition risk group was significantly higher than that in the control group. The levels of Alb and UIBC in the malnutrition risk group were significantly lower than those in the control group, while the levels of SF, SI and TSAT were higher than those in the control group. In addition, the levels of SF, SI and TSAT in SAA patients were higher than those in NSAA group (P<0.05). Logistic regression analysis showed that high levels of SF, SI and TSAT, and high proportion of SAA cases were risk factors of malnutrition in AA patients (P<0.05). The incidence of adverse prognosis in the malnutrition risk group was significantly higher than that in the control group, and the difference was statistically significant (P < 0.05). Conclusion Patients with AA have a higher risk of malnutrition, and high levels of SF, SI and TSAT are risk factors for malnutrition. The greater the risk of malnutrition, the more severe the poor prognosis.
2.Counteracting Alzheimer's disease via normalizing neurovascular unit with a self-regulated multi-functional nano-modulator.
Xue XIA ; Ya WEI ; Qianqian HUANG ; Yang ZHOU ; Xiaorong WANG ; Yulong SHI ; Xiaotong YANG ; Wenqin YANG ; Yiwei ZHANG ; Ting LEI ; Yuan HUANG ; Hanmei LI ; Meng QIN ; Huile GAO
Acta Pharmaceutica Sinica B 2024;14(12):5464-5478
The neurovascular unit (NVU) is highly responsible for cerebral homeostasis and its dysfunction emerges as a critical contributor to Alzheimer's disease (AD) pathology. Hence, rescuing NVU dysfunction might be a viable approach to AD treatments. Here, we fabricated a self-regulated muti-functional nano-modulator (siR/PIO@RP) that can intelligently navigate to damaged blood-brain barrier and release therapeutical cargoes for synergetic AD therapy. The resulting siR/PIO@RP enables self-regulation of its distribution in accordance with the physio/pathological state (low/high RAGE expression) of the target site via a feedback loop. siR/PIO@RP is capable of performing intricate tasks and goes beyond the capabilities of single-target therapeutic agents utilized in AD therapy, such as reducing cerebral Aβ load, relieving neuroinflammation, and alleviating the dysfunction of NVU. Overall, the current study provides proof of concept that normalizing NVU holds promise as a means of alleviating AD symptoms.
3.Clinical characteristics and prognosis of anti-factor H antibody associated-atypical hemolytic uremic syndrome in children
Dan WU ; Xiaorong LIU ; Zhi CHEN ; Chen LING ; Qun MENG
Chinese Journal of Applied Clinical Pediatrics 2023;38(6):431-437
Objective:To summarize the clinical data of anti-factor H antibody-associated atypical hemolytic uremic syndrome (aHUS) in children, and analyze the risk factors for disease recurrence and poor prognosis.Methods:A prospective cohort study was conducted on 52 children with anti-factor H antibody-associated aHUS in Beijing Children′s Hospital, Capital Medical University from November 2011 to November 2021.Patient information about the genetic background, clinical and renal pathological characteristics, treatment, and prognosis were collected.Then, the disease recurrence and prognosis were analyzed using the survival curve and Cox regression model. Results:In 52 children, there were 33 males and 19 females.The average age of onset for aHUS was 2.4-12.8 years, and 92.3%(48/52) of the children developed symptoms at the age of 4-12 years.The copy numbers of complement factor-H-related 1 (CFHR1) and complement factor-H-related 3 (CFHR3) genes were calculated in 42 children.Among the 42 cases, 18 cases (42.9%) had CFHR1 homozygous deletion, and 83.3% (15/18) of them also had CFHR3 homozygous deletion.All the patients were given plasma therapy.Besides, 76.9% (40/52) of the children were treated with immunosuppressive therapy (steroid and/or immunosuppressant) at the first onset of the disease.About 86.5%(45/52 cases) of the patients received immunosuppressive therapy in the course of disease, and the immunosuppressive treatment lasted for 6-20 months in total.The median follow-up time was 58 (28, 91) months.Among 52 patients, only 12 patients (23.1%) suffered disease recurrence.The relapse-free survival rate in children with CFHR1 homozygous deletion was significantly lower than that in children with non-homozygous deletion ( χ2=4.700, P=0.030). The relapse-free survival rate in children with CFHR1 and CFHR3 homozygous deletions was also significantly lower than that in other children ( χ2=4.181, P=0.041). At the end of the follow-up, 73.1%(38/52) of the children had normal renal function and no persistent proteinuria or hypertension.23.1%(12/52 cases) of the children had persistent proteinuria and/or hypertension.One child had Stage 3-4 chronic kidney disease, and 1 child was dialysis dependent. Conclusions:Anti-factor H antibody-associated aHUS is prone to occur in children aged between 4-12 years old, who respond well to plasma therapy and immunosuppressive therapy.Children with anti-factor H antibody-associated aHUS and CFHR1 and CFHR3 homozygous deletions have a high recurrence rate.Treatment with immunosuppressive therapy and assessment of the copy number of CFHR1 and CFHR3 genes in the early stage of the disease are important for preventing disease recurrence and improving prognosis.
4.A machine learning-based predictive model of nonsuicidal self-injurious behavior among college students in Guizhou Province
PAN Chan, LIU Xiaorong, SHI Xiangzi, ZHAO Wenxin, TIAN Meng, CHEN Siyuan, ZHANG Wanzhu
Chinese Journal of School Health 2023;44(8):1198-1202
Objective:
To explore the effectiveness of machine learning algorithms in predicting non-suicidal self-injury (NSSI) behavior among college students, and to analyze the influencing factors of NSSI behavior, thus providing a reference for promoting psychological well-being.
Methods:
In December 2022, a stratified random cluster sampling method was used to select 835 college students from a university in Guizhou Province, China. The Adolescent Self-injury Scale, Family Function Assessment Scale, and Emotion Regulation Self-efficacy Scale were used to evaluate the participants. Demographic characteristics, family factors, and emotional factors were taken as independent variables, while the dependent variable was whether college students exhibited NSSI behavior. Machine learning algorithms, including Logistic regression, support vector machine (SVM), decision trees, algorithm gradient boosting trees, random forests, and AdaBoost, were used to construct predictive models.
Results:
The detection rate of NSSI behavior among the college students was 23.23% (194 individuals). The NSSI behavior group scored higher than the non-NSSI behavior group in total family function, emotional communication, egoism, and family rules ( t=3.02, 3.35 , 2.23,2.87, P <0.05). On the other hand, the non-NSSI behavior group scored higher than the NSSI behavior group in total emotion regulation selfefficacy, managing negative emotion self-efficacy, and expressing positive emotion self-efficacy ( t=-5.04, -5.48 , -2.43, P <0.05). The recall rates of random forests, SVM, Logistic regression, decision trees, algorithm gradient boosting trees, and AdaBoost were 84.3% , 90.6%, 73.4%, 87.5%, 95.3%, 89.0%, respectively. The F1 scores were 84.4%, 92.1%, 71.2 %, 79.4%, 91.7%, 89.1% , respectively. The respective precision rates were 84.4%, 93.5%, 69.1%, 72.7%, 88.4%, 89.1 %. The AUC scores were 0.845, 0.922, 0.706, 0.776, 0.915, and 0.891, respectively.
Conclusion
Compared to the algorithm gradient boosting tree, random forest, Logistic regression, and AdaBoost models, the SVM model has a better predictive effect on whether college students in Guizhou Province exhibits NSSI behavior. It is recommended to use an appropriate model to identify students at risk of NSSI behavior as early as possible and provide psychological crisis interventions to promote their mental health.
5.YKL-40 at admission predicts stroke-associated pneumonia and outcome in patients with acute ischemic stroke
Guomei SHI ; Xiaorong WANG ; Wu XU ; Minwang GUO ; Meng WANG ; Pengyu GONG ; Junshan ZHOU ; Rujuan ZHOU
International Journal of Cerebrovascular Diseases 2022;30(8):569-576
Objective:To investigate the predictive value of YKL-40 at admission on stroke-associated pneumonia (SAP) and poor outcome in patients with acute ischemic stroke (AIS).Methods:Patients with AIS admitted to Taixing People’s Hospital from February 2020 to March 2021 were enrolled prospectively. The poor outcome was defined as 3-6 points on the modified Rankin Scale at 90 d after onset. Multivariate logistic regression analysis was used to determine the independent predictors of SAP and poor outcome, and the predictive value of serum YKL-40 on SAP and poor outcome was evaluated by receiver operating characteristic (ROC) curve. Results:A total of 377 patients with AIS were enrolled. The median serum YKL-40 was 127.16 μg/L. One hundred and four patients (27.6%) had SAP, and 126 (33.4%) had poor outcomes at 90 d after onset. Multivariate logistic regression analysis showed that after adjusting for confounding factors, YKL-40 was the independent predictors of SAP (odds ratio [ OR] 1.005, 95% confidence interval [ CI] 1.003-1.008; P=0.001) and poor outcome at 90 d ( OR 1.009, 95% CI 1.006-1.011; P=0.001). The ROC curve analysis showed that the area under the curve of YKL-40 for predicting SAP was 0.769 (95% CI 0.713-0.824; P<0.001), the best cutoff value was 168.70 μg/L, and the sensitivity and specificity were 71.2% and 75.1% respectively; the area under the curve of YKL-40 for predicting poor outcome at 90 d was 0.787 (95% CI 0.735-0.840; P<0.001), the best cutoff value was 195.56 μg/L, and the sensitivity and specificity were 68.3% and 84.1% respectively. Conclusion:Higher serum YKL-40 at admission has a good predictive value for SAP and poor outcome at 90 d in patients with AIS.
6.Status quo of hemoglobin a1c in community-dwelling patients with type 2 diabetes mellitus and its relationship with health literacy
Xuan ZHANG ; Liangliang GAO ; Xiaorong LIU ; Yan WU ; Meng XU
Chinese Journal of Primary Medicine and Pharmacy 2022;29(8):1209-1213
Objective:To investigate the status quo of hemoglobin a1c (HbA1c) in community-dwelling patients with type 2 diabetes mellitus and its relationship with health literacy, and analyze the factors that affect HbA1c level.Methods:A total of 134 patients with T2DM who received treatment in Hbxi Hospital Affiliated to Jining Medical University (Shanxian Central Hospital) from February 2019 to February 2020 were included in this study. All patients were divided into standard group (HBA1c < 7%, n = 61) and substandard group (HbA1c ≥ 7%, n = 73) according to HbA1c level. Fasting elbow venous blood was collected to measure relevant biochemical indexes. General data were collected from patients in the two groups. The Chinese Citizen Health Literacy Questionnaire was used to evaluate the health literacy level in patients from the two groups. Results:Serum levels of creatinine, blood uric acid and blood urea nitrogen in the substandard group were significantly higher than those in the standard group (all P < 0.05). Health literacy score in the substandard group was significantly lower than that in the standard group ( P < 0.05). The percentage of patients who smoked or had relevant complications among all included patients in the substandard group was 17.81% and 16.44%, respectively, which were significantly higher than 3.28% and 4.92%,respectively, in the standard group ( χ2 = 7.05, 4.43, both P < 0.05). The percentage of patients who had regular glucose level among all included patients in the substandard group was significantly lower than that in the standard group (63.93% vs. 80.82%, χ2 = 4.82, P < 0.05). Pearson analysis results showed that HbA1c level was significantly negatively correlated with health literacy score, with the correlation coefficient r of -0.80. Logistic regression model results showed that serum levels of creatinine and blood uric acid were independent risk factors for substandard level of HbA1c, with an OR value of 3.81 (95% CI: 1.60-9.09) and 1.03 (95% CI:1.01-1.06), respectively. Health literacy score was a protective factor for substandard level of HbA1c, with an OR value of 0.23 (95% CI: 0.10-0.54). Conclusion:Less than 50% of community-dwelling patients have standard HbA1c levels. Health literacy score is remarkably negatively correlated with HbA1c level. Health literacy score is a protective factor for HbA1c level, while serum creatinine and blood uric acid are independent risk factors for substandard HbA1c.
7.Association of IL-10 and TNF-α gene polymorphisms with hepatic echinococcus granulosus infection and necrosis
Guanglei TIAN ; Lunhong CHEN ; Bofeng YU ; Xiaorong HUANG ; Jinguo WANG ; Kalifu BAHETI ; Yuan MENG ; Wei SONG ; Zhigang MA ; Xiong CHEN
Journal of Chinese Physician 2022;24(10):1504-1508
Objective:To investigate the association between hepatic echinococcus granulosus infection and necrosis with gene polymorphism of interleukin-10 (IL-10) and tumor necrosis factor-α (TNF-α), and to identify the related factors at the gene level.Methods:A total of 106 patients with hepatic echinococcosis who underwent surgical treatment in the department of hepatobiliary surgery, People′s Hospital of Xinjiang Uygur Autonomous Region from January 2018 to December 2020 were selected. Patients with necrosis caused by hepatic echinococcus granulosus infection were selected as the observation group, and patients without necrosis caused by hepatic echinococcus granulosus infection were selected as the control group, with 53 cases in each group. The serum levels of IL-10 and TNF-α were detected by enzyme-linked immunosorbent assay (ELISA). The polymorphisms of IL-10 (-592, -1082) and TNF-α (rsl800630) were detected by polymerase chain reaction (PCR). The levels of IL-10 and TNF-α and their gene polymorphisms were analyzed.Results:The levels of serum IL-10 and TNF-α in the observation group were significantly higher than those in the control group (all P<0.05); There was significant difference in genotype and allele frequency of IL-10 (-592, -1082) and TNF-α (rsl800630) (all P<0.05). The serum IL-10 level of CC genotype patients with IL-10 gene -592C/A locus in the observation group was higher than that of CA+ AA genotype patients, with statistically significant difference ( P<0.05). The serum IL-10 level in patients with TT genotype at -1082T>A of IL-10 gene in the observation group was higher than that in patients with TA+ AA genotype, with statistically significant difference ( P<0.05). The serum TNF-α level in patients with CC genotype at rsl800630C/A locus of TNF-α gene in the observation group was higher than that in patients with CA+ AA genotype, with statistically significant difference ( P<0.05). Conclusions:The changes of IL-10 (-592, -1082) and TNF-α (rsl800630) gene polymorphisms may be associated with hepatic echinococcus granulosus infection and necrosis.
8.Clinical analysis of methylmalonic acidemia presented with hemolytic uremic syndrome in children
Qun MENG ; Xiaorong LIU ; Jianfeng FAN ; Qiang SUN ; Zhi CHEN ; Chen LING
Chinese Journal of Applied Clinical Pediatrics 2021;36(5):347-350
Objective:To understand clinical characteristics, treatment effects and prognosis of children with methylmalonic acidemia (MMA) presented with hemolytic uremic syndrome(HUS).Methods:The medical records of children with MMA were collected in Beijing Children′s Hospital, Capital Medical University from January 2012 to January 2019, the clinical manifestations, laboratory, imaging material, inspection results, renal pathological, gene analysis, treatment effect, and prognosis of MMA children with renal damage were analyzed, and were followed-up for 1-7 years.Results:Thirty cases were diagnosed as MMA with secondary renal damage.Eight cases(26.67%) showed as MMA-HUS.Age was from 1 month and 14 days to 12 years and 10 months old.There were 4 males and 4 females.The concentration of urine methylmalonic acid increased by 10-62 times.All were combined with hyperhomocysteine(HCY). The level of serum methylmalonic acid(1.5-11.8 mg/L), propylene carnitine(6.33-9.77 μmol/L)and the ratio of propylene /ethylene carnitine (0.24-0.29)were increased.Manifested as the mental and physical development retardation, anemia, jaundice, renal dysfunction, platelet reduction, hematuria, proteinuria in 8 cases, hypertension in 6 cases, frequent vomiting and convulsions in 2 cases.Two cases had a positive family history.Renal pathology showed that mesangial cells and mesangial matrix proliferation broadening, electron dense deposits no mesangial area, renal tubular epithelial cell swelling degeneration, immunofluorescence was negative.Two cases were genetically analyzed. One case was a CblC type MMACHC compound heterozygous mutation[c.80A>G(p.Q27R); c.217C>T(p.R73X)] and CblX type HCFC1 heterozygous mutation [c.3757G>A(p.R1253C)] double mutation; 1 case was a CblC type MMACHC compound heterozygous mutation[c.365A>T(p.H122L); c.609 G>A(p.W203X)]. Children diagnosed were treated with vitamin B 12, etc.Four cases of children gave up.The others, after treatment, were improved. Conclusions:MMA-HUS might be associated with multiple organ failure.Early diagnosis was the key, timely treatment could effectively control the disease, improve the prognosis.It should be followed up for ever.
9.Clinical analysis of Streptococcus pneumoniae associated hemolytic uremic syndrome in children
Jianfeng FAN ; Xiaorong LIU ; Qun MENG ; Zhi CHEN
Chinese Journal of Applied Clinical Pediatrics 2020;35(8):582-585
Objective:To summarize the clinical characteristics of children with Streptococcus pneumoniae associated hemolytic uremic syndrome(SP-HUS). Methods:Clinical data, laboratory results, treatment and prognosis of patients with SP-HUS in Beijing Children′s Hospital, Capital Medical University from January 2010 to December 2017 were retrospectively analyzed.Results:Seven 7 children (5 boys and 2 girls) aged 18-43 months were enrolled.All of them had toxic symptoms and dyspnea.The clinical symptoms were fever and cough in 5 cases, and abdominal pain and vomiting in 2 cases.Five of them had fever and cough for onset, and two had abdominal pain and vomit for onset, hemolytic anemia, thrombocytopenia and decreasing renal function in 3-9 days.Clinical examination showed cardiac dysfunction in 4 cases, septic shock in 2 cases and neurological damage in 2 cases.Five cases had only Streptococcus pneumoniae infection, 2 cases had both Streptococcus pneumoniae and Acinetobacter infections.Both C-reactive protein and procalcitonin were significantly high(80-200 mg/L and 6.43-100.00 μg/L, respectively) in 7 cases.Peripheral blood smear demonstrated fragmented red blood cells.Marrow smear showed inhibition of erythroid proliferation in 4 cases and toxic granules in the granulocytes.The direct Coombs tests were positive in all but 1 case.Serum complement C 3 decreased in acute phase(0.42-0.66 g/L). In the acute stage chest X-ray showed massive consolidation, followed by liquefaction necrosis, cystic segmented encapsulation and void changes.Ultrasound with Doppler revealed enlarged liver and kidney which normalized in 2-3 months and 6-9 months, respectively.All the patients were treated with antimicrobial therapy for 4-8 weeks and received respiratory support, 5 cases received blood purification treatment, and 4 cases received plasmapheresis.Deteriorating hemolysis was not observed following the infusion of frozen plasma.washed type red blood cells or suspension red blood cells in all 7 cases.Platelet numbers gradually recovered in 2-3 weeks.Kidney function improved and normalized in 2-4 weeks.Radiographic demonstrations of the chest normalized gradually in almost 3-6 months. Conclusions:It is necessary to consider the possibility of SP-HUS in very young children with severe pneumonia who showed microangiopathic hemolytic anemia, thrombocytopenia and decreasing renal function.Clinicians should identify high-risk children.Timely respiratory support and blood purification are important to improve prognosis.
10.Case report of galactosemia with heavy proteinuria
Qiang SUN ; Qun MENG ; Xiaorong LIU
Chinese Journal of Applied Clinical Pediatrics 2020;35(17):1355-1357
Galactosemia is a metabolism abnormality caused by enzyme deficiency in the process of lactose metabolism.Patients with galactosemia usually have growth retardation, liver and kidney dysfunction and sepsis.Sometimes, they may also suffer from cataract, neurodevelopmental abnormalities and premature ovarian failure.In this article, the clinical data of a patient with galactosemia and heavy proteinuria who was hospitalized in Beijing Children′s Hospital Affiliated to Capital Medical University were collected.The etiology, clinical manifestations, treatment and follow-up data were analyzed retrospectively.The patient presented with massive proteinuria, and he was diagnosed with galactosemia by blood and urine metabolism screening and genetic testing.After dietary adjustment, the prognosis was good.Children with galactosemia and heavy proteinuria are rare, who should be considered with metabolic diseases in clinical practice, and the timely diagnosis and intervention are required.


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