1.Clinical Prediction Model for Diabetic Kidney Disease Based on Optical Coherence Tomography Angiography
Lijiao LU ; Nan XU ; Xinxin LIU ; Fangfang DU ; Cong ZHENG ; Hongjun PENG ; Mingzhe CAO ; Shibei AI
Journal of Sun Yat-sen University(Medical Sciences) 2024;45(2):253-260
ObjectiveTo construct and validate a clinical prediction model for diabetic kidney disease (DKD) based on optical coherence tomography angiography (OCTA). MethodsThis study enrolled 567 diabetes patients. The random forest algorithm as well as logistic regression analysis were applied to construct the prediction model. The model discrimination and clinical usefulness were evaluated by receiver operating characteristic curve (ROC) and decision curve analysis (DCA), respectively. ResultsThe clinical prediction model for DKD based on OCTA was constructed with area under the curve (AUC) of 0.878 and Brier score of 0.11. ConclusionsThrough multidimensional verification, the clinical prediction nomogram model based on OCTA allowed for early warning and advanced intervention of DKD.
2.Expert Consensus of Multidisciplinary Diagnosis and Treatment for Paroxysmal Nocturnal Hemoglobinuria(2024)
Miao CHEN ; Chen YANG ; Ziwei LIU ; Wei CAO ; Bo ZHANG ; Xin LIU ; Jingnan LI ; Wei LIU ; Jie PAN ; Jian WANG ; Yuehong ZHENG ; Yuexin CHEN ; Fangda LI ; Shunda DU ; Cong NING ; Limeng CHEN ; Cai YUE ; Jun NI ; Min PENG ; Xiaoxiao GUO ; Tao WANG ; Hongjun LI ; Rongrong LI ; Tong WU ; Bing HAN ; Shuyang ZHANG ; MULTIDISCIPLINE COLLABORATION GROUP ON RARE DISEASE AT PEKING UNION MEDICAL COLLEGE HOSPITAL
Medical Journal of Peking Union Medical College Hospital 2024;15(5):1011-1028
Paroxysmal nocturnal hemoglobinuria (PNH) is an acquired clonal hematopoietic stem cell disease caused by abnormal expression of glycosylphosphatidylinositol (GPI) on the cell membrane due to mutations in the phosphatidylinositol glycan class A(PIGA) gene. It is commonly characterized by intravascular hemolysis, repeated thrombosis, and bone marrow failure, as well as multiple systemic involvement symptoms such as renal dysfunction, pulmonary hypertension, swallowing difficulties, chest pain, abdominal pain, and erectile dysfunction. Due to the rarity of PNH and its strong heterogeneity in clinical manifestations, multidisciplinary collaboration is often required for diagnosis and treatment. Peking Union Medical College Hospital, relying on the rare disease diagnosis and treatment platform, has invited multidisciplinary clinical experts to form a unified opinion on the diagnosis and treatment of PNH, and formulated the
3.Analysis of Molecular Mechanism of Angong Niuhuangwan in Alleviating Traumatic Brain Injury Based on Single Cell Sequencing
Zhiru YIN ; Liangliang TIAN ; Guangzhao CAO ; Jingjing ZHANG ; Hongjun YANG
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(23):35-45
ObjectiveTo reveal the molecular mechanism of Angong Niuhuangwan(AGNH) in improving traumatic brain injury(TBI) based on single cell sequencing. MethodSeventy-five male SD rats were randomly divided into the sham group, model group, piracetam group(3.6 g·kg-1), AGNH low- and high-dose groups(0.09, 0.27 g·kg-1), with 15 rats in each group. In addition to the sham group, the other 4 groups used the modified Feeney free-fall impact method to prepare TBI model, and the drugs were administered by gavage immediately after modeling, 24 hours later, the modified neurological deficit score(mNSS) was performed, and brain tissue was isolated to determine the degree of cerebral edema. Hematoxylin-eosin(HE) staining was used to observe the injury degree in the cortex, CA1 region and CA3 region of brain tissue. The expression levels of cyclooxygenase-2(COX-2), interferon regulatory factor 1(IRF1), Janus kinase 2(JAK2) and suppressor of cytokine signaling 3(SOCS3) were observed by immunofluorescence(IF) staining. The levels of interleukin(IL)-6, IL-18, IL-1β, IL-17A, tumor necrosis factor-α(TNF-α), Caspase-1 and nucleotide binding oligomerization domain(NOD)-like receptor heat protein domain associated protein 3(NLRP3) inflammasome were determined by enzyme-linked immunosorbent assay(ELISA). The regulation of AGNH on each cell population was analyzed by single cell sequencing, and differentially expressed genes were analyzed by Gene Ontology(GO) and Kyoto Encyclopedia of Genes and Genomes(KEGG), which led to construct microglia differentially expressed gene network to search for the key targets, and validated by ELISA and IF. ResultCompared with the sham group, the mNSS and brain water content were significantly increased in the model group(P<0.01). Compared with the model group, mNSS and brain water content in the low and high dose AGNH groups were decreased(P<0.05,P<0.01). HE staining results showed that compared with the sham group, the cells in the cerebral cortex and hippocampus of rats in the model group were seriously lost, and the cells were arranged loosely(P<0.01). Compared with the model group, AGNH could significantly increase the density of neurons in the CA1 and CA3 regions of the cerebral cortex and hippocampus, making the arrangement more compact, as well as improved cell morphology(P<0.05,P<0.01). ELISA and IF staining showed that AGNH could reduce the levels of Caspase-1, IL-17A, TNF-α, NLRP3 and COX-2 in brain tissue of TBI rats(P<0.05, P<0.01). A total of 13 cell subsets were identified by single cell sequencing, among which microglia played an important role in neuroimmunity. The results of GO enrichment analysis of differentially expressed genes in microglia showed that AGNH improved TBI in response to inflammation and TNF-α. KEGG enriched IL-17 signaling pathway, TNF signaling pathway, Toll-like receptor signaling pathway, etc. The results of network analysis showed that the key targets of AGNH in regulating TBI might be IL-6, IL-1β, JAK2, SOCS3, IRF1. IF and ELISA verification results showed that compared with the sham group, SOCS3 expression in microglia was decreased in the model group, and the expressions of IL-6, IL-1β, JAK2 and IRF1 were increased(P<0.01). Compared with the model group, AGNH could increase the expression of SOCS3, decrease the expression of IL-6, IL-1β, JAK2, IRF1 (P<0.05, P<0.01). ConclusionAGNH can reduce the degree of brain edema and brain injury, decrease the expression of inflammatory factors, and inhibit the expression of NLRP3 and its downstream Caspase-1 in TBI rats, which may act on the targets of IL-6, IL-1β, JAK2, IRF1 and SOCS3 in microglia.
4.Research advances in the function and anti-aging effects of nicotinamide mononucleotide
WANG MIN ; CAO YUAN ; LI YUN ; WANG LU ; LIU YUYAN ; DENG ZIHUI ; ZHU LIANRONG ; KANG HONGJUN
Journal of Zhejiang University. Science. B 2024;25(9):723-735
Aging and age-related ailments have emerged as critical challenges and great burdens within the global contemporary society.Addressing these concerns is an imperative task,with the aims of postponing the aging process and finding effective treatments for age-related degenerative diseases.Recent investigations have highlighted the significant roles of nicotinamide adenine dinucleotide(NAD+)in the realm of anti-aging.It has been empirically evidenced that supplementation with nicotinamide mononucleotide(NMN)can elevate NAD+levels in the body,thereby ameliorating certain age-related degenerative diseases.The principal anti-aging mechanisms of NMN essentially lie in its impact on cellular energy metabolism,inhibition of cell apoptosis,modulation of immune function,and preservation of genomic stability,which collectively contribute to the deferral of the aging process.This paper critically reviews and evaluates existing research on the anti-aging mechanisms of NMN,elucidates the inherent limitations of current research,and proposes novel avenues for anti-aging investigations.
5.Exploring the novel molecular biological characteristics and polymorphism of rare p phenotypes
Guoping CAO ; Yunning ZHANG ; Hongjun GAO
Chinese Journal of Laboratory Medicine 2024;47(9):1090-1093
The case was a 48-year-old male blood donor with type A and Rh (D) positive. During clinical cross matching, it was found that, as a donor, the forward cross-match with several ABO-compatible patients yielded negative results. However, on the reverse side, his plasma agglutinated all recipients′ red blood cells and caused severe hemolysis (4+H). As a recipient, the results were opposite. Further, irregular antibody screening and monospecific antibody identification were carried out for the sample plasma using the saline tube method and the anti-human globulin microcolumn gel method. The results showed that the plasma reacted positively (4+H) with screening cells 1 to 3 and panel cells 1 to 10, but had no reaction with human-derived p red blood cells. There were anti-P1P kP antibodies (IgG+IgM) in plasma with a titer of 1∶64. The detection result of red blood cell P1 antigen against monoclonal anti-P1 antibody was negative, indicating a p phenotype. Using the Sanger method for sequencing the exons of PA (α1, 4-galactosyltransferase, A4GALT) and PB (β1, 3-galactosyltransferase, B3GALNT), it was found that the P1PkP blood group genotype was A4GALT*241-243TTCdel/A4GALT*241-243TTCdel, and B3GALNT did not show any mutation. The homozygous deletion mutation of TTC at position 241-243 in the A4GALT gene is a novel molecular biological feature, and the sequence accession number OR900206 was assigned by the National Center for Biotechnology Information GenBank. A retrospective analysis of relevant literature reports revealed that gene mutations in the p phenotype exhibited complex polymorphisms. In clinical transfusion practice, the presence of highly effective anti-P1P kP antibodies (IgG+IgM) in his plasma that can destroy all non-p type red blood cells and cause acute hemolytic transfusion reactions, indicates that this donor′s blood cannot be administered to any non-p phenotype individuals. After thorough washing, red blood cells can be transfused to any ABO and Rh (D) compatible (or AB type) recipients. As a recipient, only p phenotype red blood cells with the same type of ABO or type of O can be received.
6.Risk factors for progression to severe pneumonia in children visiting the emergency department with pneumonia.
Yuanyuan CAO ; Li ZHAO ; Hongjun MIAO
Chinese Critical Care Medicine 2023;35(5):528-532
OBJECTIVE:
To determine the risk factors for developing severe pneumonia in children under 5 years old with pneumonia.
METHODS:
A case-control study was conducted 246 children with pneumonia between 2 and 59 months old who were admitted to the department of emergency of the Children's Hospital of Nanjing Medical University from May 2019 to May 2021 were enrolled. The children with pneumonia were screened according to the diagnostic criteria of the World Health Organization (WHO). Case information of the children was reviewed to obtain relevant socio-demographic, nutritional status and potential risk factors. The independent risk factors for severe pneumonia were analyzed by univariate analysis and multivariate Logistic regression respectively.
RESULTS:
Among the 246 patients with pneumonia, 125 were male and 121 were female. The average age was (21.0±2.9) months, 184 children with severe pneumonia. The results of population epidemiological characteristics showed that there were no significant differences in gender, age and place of residence between the severe pneumonia group and the pneumonia group. Prematurity, low birth weight, congenital malformation, anemia, length of intensive care unit (ICU) stay, nutritional support, treatment delay, malnutrition, invasive treatment, history of respiratory infection were all related factors affecting the occurrence of severe pneumonia (severe pneumonia group vs. pneumonia group: the proportion of premature infants was 9.52% vs. 1.23%, low birth weight was 19.05% vs. 6.79%, congenital malformation was 22.62% vs. 9.26%, anemia was 27.38% vs. 16.05%, length of ICU stay < 48 hours was 63.10% vs. 38.89%, enteral nutritional support was 34.52% vs. 20.99%, treatment delay was 42.86% vs. 29.63%, malnutrition was 27.38% vs. 8.64%, invasive treatment was 9.52% vs. 1.85%, respiratory tract infection history was 67.86% vs. 40.74%, all P > 0.05). However, breastfeeding, type of infection, nebulization, use of hormones, use of antibiotics, etc. were not risk factors affecting severe pneumonia. Multivariate Logistic regression analysis showed that history of premature birth, low birth weight, congenital malformation, treatment delay, malnutrition, invasive treatment, and history of respiratory infection were independent risk factors for severe pneumonia [history of premature birth: odds ratio (OR) = 2.346, 95% confidence interval (95%CI) was 1.452-3.785; low birth weight: OR = 15.784, 95%CI was 5.201-47.946; congenital malformation: OR = 7.135, 95%CI was 1.519-33.681; treatment delay: OR = 11.541, 95%CI was 2.734-48.742; malnutrition: OR = 14.453, 95%CI was 4.264-49.018; invasive treatment: OR = 6.373, 95%CI was 1.542-26.343; history of respiratory infection: OR = 5.512, 95%CI was 1.891-16.101, all P < 0.05].
CONCLUSIONS
Premature birth history, low birth weight, congenital malformation, delayed treatment, malnutrition, invasive treatment, and history of respiratory infection are independent risk factors for severe pneumonia in children under 5 years old.
Infant
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Pregnancy
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Humans
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Child
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Female
;
Male
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Child, Preschool
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Case-Control Studies
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Premature Birth
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Pneumonia
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Respiratory Tract Infections
;
Emergency Service, Hospital
;
Malnutrition
7.A diagnostic prediction model for hypertension in Han and Yugur population from the China National Health Survey (CNHS).
Chengdong YU ; Xiaolan REN ; Ze CUI ; Li PAN ; Hongjun ZHAO ; Jixin SUN ; Ye WANG ; Lijun CHANG ; Yajing CAO ; Huijing HE ; Jin'en XI ; Ling ZHANG ; Guangliang SHAN
Chinese Medical Journal 2023;136(9):1057-1066
BACKGROUND:
The prevalence of hypertension is high among Chinese adults, thus, identifying non-hypertensive individuals at high risk for intervention will help to improve the efficiency of primary prevention strategies.
METHODS:
The cross-sectional data on 9699 participants aged 20 to 80 years were collected from the China National Health Survey in Gansu and Hebei provinces in 2016 to 2017, and they were nonrandomly split into the training set and validation set based on location. Multivariable logistic regression analysis was performed to develop the diagnostic prediction model, which was presented as a nomogram and a website with risk classification. Predictive performances of the model were evaluated using discrimination and calibration, and were further compared with a previously published model. Decision curve analysis was used to calculate the standardized net benefit for assessing the clinical usefulness of the model.
RESULTS:
The Lasso regression analysis identified the significant predictors of hypertension in the training set, and a diagnostic model was developed using logistic regression. A nomogram with risk classification was constructed to visualize the model, and a website ( https://chris-yu.shinyapps.io/hypertension_risk_prediction/ ) was developed to calculate the exact probabilities of hypertension. The model showed good discrimination and calibration, with the C-index of 0.789 (95% confidence interval [CI]: 0.768, 0.810) through internal validation and 0.829 (95% CI: 0.816, 0.842) through external validation. Decision curve analysis demonstrated that the model was clinically useful. The model had a higher area under receiver operating characteristic curves in training and validation sets compared with a previously published diagnostic model based on Northern China population.
CONCLUSION
This study developed and validated a diagnostic model for hypertension prediction in Gansu Province. A nomogram and a website were developed to make the model conveniently used to facilitate the individualized prediction of hypertension in the general population of Han and Yugur.
Adult
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Humans
;
Asian People
;
China/epidemiology*
;
Cross-Sectional Studies
;
Health Surveys
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Hypertension/epidemiology*
;
Nomograms
;
Ethnicity
8.Prognosis analysis of local recurrence after excision of breast phyllodes tumors
Yuan PENG ; Yuanyuan ZHANG ; Shichen WANG ; Jinbo WU ; Fuzhong TONG ; Peng LIU ; Yingming CAO ; Bo ZHOU ; Lin CHENG ; Miao LIU ; Hongjun LIU ; Jiajia GUO ; Fei XIE ; Houpu YANG ; Siyuan WANG ; Chaobin WANG ; Shu WANG
Chinese Journal of Surgery 2021;59(2):116-120
Objective:To examine treatment outcomes of breast phyllodes tumors and the prognosis factors of local recurrence.Methods:This retrospective cohort study included 276 patients who underwent surgical resection at Breast Center, Peking University People′s Hospital from January 2011 to December 2019. Tumor subtype and histopathological features were determined from pathology reports, and the deadline of follow-up was September 30 th, 2020. All 276 patients underwent open surgery, including 17 patients of mastectomy, and 259 patients of lumpectomy. The enrolled patients were all female, with age of (41.5±11.3) years (rang: 11 to 76 years), and tumor diameter of 35(28) mm ( M( Q R)). The Kaplan-Meier method and Log-rank test were used for survival analysis. The multivariate analysis was implemented using the Cox proportional hazard model. Results:According the pathologic test, there were 191 patients of benign phyllodes tumor, 67 patients of borderline tumor and 18 patients of malignant tumor. There were 249 patients with a follow-up of more than 6 months, and 14.1% (35/249) had local recurrence. The time-to-recurrence was (28.6±22.2) months (range: 2 to 96 months), (29.1±18.1) months (range: 2 to 80 months), (32.1±30.1) months (range: 5 to 96 months) and (12.0±6.9) months (range: 8 to 20 months) for benign, borderline and malignant phyllodes tumors. Tumor diameter (≥100 mm vs.<50 mm, HR=3.968, 95%CI: 1.550 to 10.158, P=0.004) and malignant heterologous element (yes vs. no, HR=26.933, 95%CI: 3.105 to 233.600, P=0.003) were prognosis factors of local recurrence. One death from malignant phyllodes occurred after distant metastasis. The 3-year disease-free survival rates of benign, borderline and malignant phyllodes tumor were 88.2%, 81.7% and 81.4% ( P=0.300). Conclusion:Phyllodes tumors have a considerable local recurrence rate, which may be associated with tumor diameter and malignant heterologous element.
9.Prognosis analysis of local recurrence after excision of breast phyllodes tumors
Yuan PENG ; Yuanyuan ZHANG ; Shichen WANG ; Jinbo WU ; Fuzhong TONG ; Peng LIU ; Yingming CAO ; Bo ZHOU ; Lin CHENG ; Miao LIU ; Hongjun LIU ; Jiajia GUO ; Fei XIE ; Houpu YANG ; Siyuan WANG ; Chaobin WANG ; Shu WANG
Chinese Journal of Surgery 2021;59(2):116-120
Objective:To examine treatment outcomes of breast phyllodes tumors and the prognosis factors of local recurrence.Methods:This retrospective cohort study included 276 patients who underwent surgical resection at Breast Center, Peking University People′s Hospital from January 2011 to December 2019. Tumor subtype and histopathological features were determined from pathology reports, and the deadline of follow-up was September 30 th, 2020. All 276 patients underwent open surgery, including 17 patients of mastectomy, and 259 patients of lumpectomy. The enrolled patients were all female, with age of (41.5±11.3) years (rang: 11 to 76 years), and tumor diameter of 35(28) mm ( M( Q R)). The Kaplan-Meier method and Log-rank test were used for survival analysis. The multivariate analysis was implemented using the Cox proportional hazard model. Results:According the pathologic test, there were 191 patients of benign phyllodes tumor, 67 patients of borderline tumor and 18 patients of malignant tumor. There were 249 patients with a follow-up of more than 6 months, and 14.1% (35/249) had local recurrence. The time-to-recurrence was (28.6±22.2) months (range: 2 to 96 months), (29.1±18.1) months (range: 2 to 80 months), (32.1±30.1) months (range: 5 to 96 months) and (12.0±6.9) months (range: 8 to 20 months) for benign, borderline and malignant phyllodes tumors. Tumor diameter (≥100 mm vs.<50 mm, HR=3.968, 95%CI: 1.550 to 10.158, P=0.004) and malignant heterologous element (yes vs. no, HR=26.933, 95%CI: 3.105 to 233.600, P=0.003) were prognosis factors of local recurrence. One death from malignant phyllodes occurred after distant metastasis. The 3-year disease-free survival rates of benign, borderline and malignant phyllodes tumor were 88.2%, 81.7% and 81.4% ( P=0.300). Conclusion:Phyllodes tumors have a considerable local recurrence rate, which may be associated with tumor diameter and malignant heterologous element.
10.The long-term safety of sentinel lymph node biopsy mapped by combination of indocyanine green and methylene blue in breast cancer patients
Chaobin WANG ; Shu WANG ; Houpu YANG ; Jiajia GUO ; Xinmei REN ; Miao LIU ; Fuzhong TONG ; Yingming CAO ; Bo ZHOU ; Peng LIU ; Lin CHENG ; Hongjun LIU ; Fei XIE ; Siyuan WANG
Chinese Journal of General Surgery 2018;33(8):682-684
Objective To evaluate the long-term safety of sentinel lymph node biopsy mapped by combination of indocyanine green and methylene blue in breast cancer patients.Methods 198 breast cancer patients with clinical negative axillary lymph node received sentinel lymph node biopsy mapped by combination of indocyanine green and methylene blue.Patients were followed up and regional lymph node recurrence,disease free survival(DFS) and overall survival(OS) were analyzed.Results After a median follow-up of 70 months,2 patients had ipsilateral lymph node recurrence with a regional lymph node recurrence rate of 1% (2/198).14 patient had recurrence or metastasis and 6 patients died of distant metastasis.The estimated 6 years DFS was 94.4% and OS was 96.5%.The incidence of arm lymphoedema within patients who received axillary lymph node dissection was 4.5% and it was 2.5% in patients who received sentinel lymph node biopsy.Conclusions The sentinel lymph node biopsy mapped by combination of indocyanine green and methylene blue was safe and reliable method for further staging axillary lymph node stastus.

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