250 results on '"Jinmiao Chen"'
Search Results
2. ezSingleCell: an integrated one-stop single-cell and spatial omics analysis platform for bench scientists
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Raman Sethi, Kok Siong Ang, Mengwei Li, Yahui Long, Jingjing Ling, and Jinmiao Chen
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Science - Abstract
Abstract ezSingleCell is an interactive and easy-to-use application for analysing various single-cell and spatial omics data types without requiring prior programing knowledge. It combines the best-performing publicly available methods for in-depth data analysis, integration, and interactive data visualization. ezSingleCell consists of five modules, each designed to be a comprehensive workflow for one data type or task. In addition, ezSingleCell allows crosstalk between different modules within a unified interface. Acceptable input data can be in a variety of formats while the output consists of publication ready figures and tables. In-depth manuals and video tutorials are available to guide users on the analysis workflows and parameter adjustments to suit their study aims. ezSingleCell’s streamlined interface can analyse a standard scRNA-seq dataset of 3000 cells in less than five minutes. ezSingleCell is available in two forms: an installation-free web application ( https://immunesinglecell.org/ezsc/ ) or a software package with a shinyApp interface ( https://github.com/JinmiaoChenLab/ezSingleCell2 ) for offline analysis.
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- 2024
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3. Single-Cell Transcriptome Profiling of Scale Drop Disease Virus-Infected Asian Seabass (Lates calcarifer)
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Zhixuan Loh, Ting Wei Lim, Shanshan Wu Howland, Sunita Awate, Laurent Renia, Jinmiao Chen, and Ee Chee Ren
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Asian seabass ,Lates calcarifer ,scale drop disease virus ,scRNA-seq ,teleost ,immune cells ,Aquaculture. Fisheries. Angling ,SH1-691 - Abstract
The study aims to characterize the immune cell landscape in convalescent Asian seabass (Lates calcarifer) blood samples after exposure to scale-drop disease virus (SDDV). Traditional immunophenotyping approaches used in human and mouse studies are impractical for non-model organisms like the Asian seabass due to the lack of specific antibody-based reagents. To overcome this challenge, 10x Genomics single-cell RNA sequencing was employed. The analysis of blood samples revealed 24 distinct leukocyte clusters, with elevated proportions of B cells, granulocytes, and T cells in the convalescent group compared to the uninfected group. While distinguishing granulocyte and macrophage subsets was challenging, the analysis of differential gene expression in the macrophage population indicated that the upregulated genes were linked to inflammatory processes. Specific T cell clusters showed notable expressions of cd4-1, cd8a, perforin-1 and il-2rβ, suggesting the presence of CD4+ T helper (Th), CD8+ cytotoxic T (Tc) cells, immature T cells, and naive T cells. Attempts to categorize CD4+ T cells into Th subtypes lacked clear distinctions, while CD8+ T cells exhibited three clusters, predominantly Tc1 cells. Furthermore, comparisons between convalescent and uninfected groups revealed increased percentages of activated and antibody-secreting B cells in the convalescent group. This single-cell analysis provides vital insights into the immune cell dynamics in convalescent and uninfected Asian seabass, providing valuable information on potential immune responses to SDDV infection.
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- 2024
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4. Unsupervised spatially embedded deep representation of spatial transcriptomics
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Hang Xu, Huazhu Fu, Yahui Long, Kok Siong Ang, Raman Sethi, Kelvin Chong, Mengwei Li, Rom Uddamvathanak, Hong Kai Lee, Jingjing Ling, Ao Chen, Ling Shao, Longqi Liu, and Jinmiao Chen
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Spatial transcriptomics ,Spatial clustering ,Variational graph auto-encoder ,Batch integration ,Trajectory inference ,Gene imputation ,Medicine ,Genetics ,QH426-470 - Abstract
Abstract Optimal integration of transcriptomics data and associated spatial information is essential towards fully exploiting spatial transcriptomics to dissect tissue heterogeneity and map out inter-cellular communications. We present SEDR, which uses a deep autoencoder coupled with a masked self-supervised learning mechanism to construct a low-dimensional latent representation of gene expression, which is then simultaneously embedded with the corresponding spatial information through a variational graph autoencoder. SEDR achieved higher clustering performance on manually annotated 10 × Visium datasets and better scalability on high-resolution spatial transcriptomics datasets than existing methods. Additionally, we show SEDR’s ability to impute and denoise gene expression (URL: https://github.com/JinmiaoChenLab/SEDR/ ).
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- 2024
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5. Impact of body mass index on perioperative mortality of acute stanford type A aortic dissection: a systematic review and meta-analysis
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Wenyu Song, Jiani Liu, Guowei Tu, Lulu Pan, Yixiang Hong, Lieyang Qin, Lai Wei, and Jinmiao Chen
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Acute Stanford type A aortic dissection ,Body mass index ,Perioperative mortality ,Systematic review ,Meta-analysis ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
Abstract Background Obesity may increase perioperative mortality of acute Stanford type A aortic dissection (ATAAD). However, the available evidence was limited. This study aimed to systematically review published literatures about body mass index (BMI) and perioperative mortality of ATAAD. Methods Electronic literature search was conducted in PubMed, Medline, Embase and Cochrane Library databases. All observational studies that investigated BMI and perioperative mortality of ATAAD were included. Pooled odds ratio (OR) and 95% confidence interval (CI) were calculated using a random-effects model. Meta-regression analysis was performed to assess the effects of different clinical variables on BMI and perioperative mortality of ATAAD. Sensitivity analysis was performed to determine the sources of heterogeneity. Egger’s linear regression method and funnel plot were used to determine the publication bias. Results A total of 12 studies with 5,522 patients were eligible and included in this meta-analysis. Pooled analysis showed that perioperative mortality of ATAAD increased by 22% for each 1 kg/m2 increase in BMI (OR = 1.22, 95% CI: 1.10–1.35). Univariable meta-regression analysis indicated that age and female gender significantly modified the association between BMI and perioperative mortality of ATAAD in a positive manner (meta-regression on age: coefficient = 0.04, P = 0.04; meta-regression on female gender: coefficient = 0.02, P = 0.03). Neither significant heterogeneity nor publication bias were found among included studies. Conclusions BMI is closely associated with perioperative mortality of ATAAD. Optimal perioperative management needs to be further explored and individualized for obese patient with ATAAD, especially in elderly and female populations. Trial registration PROSPERO (CRD42022358619). Graphical Abstract BMI and perioperative mortality of ATAAD.
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- 2023
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6. Oxidative stress drives vascular smooth muscle cell damage in acute Stanford type A aortic dissection through HIF-1α/HO-1 mediated ferroptosis
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Wenyu Song, Yifu Chen, Lieyang Qin, Xinyuan Xu, Yu Sun, Mingzhu Zhong, Yuntao Lu, Kui Hu, Lai Wei, and Jinmiao Chen
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Acute Stanford type A aortic dissection ,Vascular smooth muscle cell ,Ferroptosis ,HO-1 ,HIF-1α ,Science (General) ,Q1-390 ,Social sciences (General) ,H1-99 - Abstract
Background: Acute Stanford type A aortic dissection (ATAAD) is characterized by intimal tearing and false lumen formation containing large amounts of erythrocytes with heme. Heme oxygenase 1 (HO-1) is the key enzyme to degrade heme for iron accumulation and further ferroptosis. The current study aimed at investigating the role of HO-1 in the dissection progression of ATAAD. Methods: Bioinformatic analyses and experimental validation were performed to reveal ferroptosis and HO-1 expression in ATAAD. Human aortic vascular smooth muscle cell (HA-VSMC) was used to explore underlying molecular mechanisms and the role of HO-1 overexpression in ATAAD. Results: Ferroptosis was identified as a critical manner of regulated cell death in ATAAD. HO-1 was screened as a key signature of ferroptosis in ATAAD, which was closely associated with oxidative stress. Single cell/nucleus transcriptomic analysis and histological staining revealed that HO-1 and HIF-1α were upregulated in vascular smooth muscle cell (VSMC) of ATAAD. Further in vitro experiments showed that H2O2-induced oxidative stress increased VSMC ferroptosis with the overexpression of HO-1, which could be suppressed by HIF-1α inhibitor PX-478. HIF-1α could transcriptionally regulate the expression of HO-1 through binding to its promoter region. Pharmacological inhibition of HO-1 by zinc protoporphyrin (ZnPP) did not reduce H2O2-induced HA-VSMC damage without heme co-incubation. However, H2O2-induced HA-VSMC damage was worsened when heme was added into the medium, and ZnPP could reduce HA-VSMC damage in this condition. Conclusion: HO-1 is a key signature of VSMC ferroptosis in ATAAD. HIF-1α/HO-1 mediated ferroptosis might participate in oxidative stress induced VSMC damage.
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- 2023
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7. Spatially informed clustering, integration, and deconvolution of spatial transcriptomics with GraphST
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Yahui Long, Kok Siong Ang, Mengwei Li, Kian Long Kelvin Chong, Raman Sethi, Chengwei Zhong, Hang Xu, Zhiwei Ong, Karishma Sachaphibulkij, Ao Chen, Li Zeng, Huazhu Fu, Min Wu, Lina Hsiu Kim Lim, Longqi Liu, and Jinmiao Chen
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Science - Abstract
Advances in spatial transcriptomics technologies have enabled the gene expression profiling of tissues while retaining spatial context. Here the authors present GraphST, a graph self-supervised contrastive learning method that learns informative and discriminative spot representations from spatial transcriptomics data.
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- 2023
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8. A Soft Robot Tactile Finger Using Oxidation-Reduction Graphene–Polyurethane Conductive Sponge
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Hangze Li, Chaolin Ma, Jinmiao Chen, Haojie Wang, Xiao Chen, Zhijing Li, and Youzhi Zhang
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soft robot tactile finger ,highly sensitivity ,adjustable range ,robotic grasping ,Mechanical engineering and machinery ,TJ1-1570 - Abstract
Currently, intelligent robotics is supplanting traditional industrial applications. It extends to business, service and care industries, and other fields. Stable robot grasping is a necessary prerequisite for all kinds of complex application scenarios. Herein, we propose a method for preparing an elastic porous material with adjustable conductivity, hardness, and elastic modulus. Based on this, we design a soft robot tactile fingertip that is gentle, highly sensitive, and has an adjustable range. It has excellent sensitivity (~1.089 kpa−1), fast response time (~35 ms), and measures minimum pressures up to 0.02 N and stability over 500 cycles. The baseline capacitance of a sensor of the same size can be increased by a factor of 5–6, and graphene adheres better to polyurethane sponge and has good shock absorption. In addition, we demonstrated the application of the tactile fingertip to a two-finger manipulator to achieve stable grasping. In this paper, we demonstrate the great potential of the soft robot tactile finger in the field of adaptive grasping for intelligent robots.
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- 2024
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9. LO-037 Altered peripheral non-classic monocyte and NKT counts and CD8+ TCR diversity of systemic lupus erythematosus identified via integrated high-dimensional flow cytometry, CyTOF, metabolic profiling and TCR clonality analyses
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Jinmiao Chen, Anselm Mak, and Kok Siong Ang
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Immunologic diseases. Allergy ,RC581-607 - Published
- 2023
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10. The axis of complement C1 and nucleolus in antinuclear autoimmunity
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Shan Wu, Junjie Chen, Boon Heng Dennis Teo, Seng Yin Kelly Wee, Ming Hui Millie Wong, Jianzhou Cui, Jinmiao Chen, Khai Pang Leong, and Jinhua Lu
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ANA ,SLE ,nucleolin ,GAR/RGG ,alarmin ,nucleolus autoimmunity ,Immunologic diseases. Allergy ,RC581-607 - Abstract
Antinuclear autoantibodies (ANA) are heterogeneous self-reactive antibodies that target the chromatin network, the speckled, the nucleoli, and other nuclear regions. The immunological aberration for ANA production remains partially understood, but ANA are known to be pathogenic, especially, in systemic lupus erythematosus (SLE). Most SLE patients exhibit a highly polygenic disease involving multiple organs, but in rare complement C1q, C1r, or C1s deficiencies, the disease can become largely monogenic. Increasing evidence point to intrinsic autoimmunogenicity of the nuclei. Necrotic cells release fragmented chromatins as nucleosomes and the alarmin HMGB1 is associated with the nucleosomes to activate TLRs and confer anti-chromatin autoimmunogenecity. In speckled regions, the major ANA targets Sm/RNP and SSA/Ro contain snRNAs that confer autoimmunogenecity to Sm/RNP and SSA/Ro antigens. Recently, three GAR/RGG-containing alarmins have been identified in the nucleolus that helps explain its high autoimmunogenicity. Interestingly, C1q binds to the nucleoli exposed by necrotic cells to cause protease C1r and C1s activation. C1s cleaves HMGB1 to inactive its alarmin activity. C1 proteases also degrade many nucleolar autoantigens including nucleolin, a major GAR/RGG-containing autoantigen and alarmin. It appears that the different nuclear regions are intrinsically autoimmunogenic by containing autoantigens and alarmins. However, the extracellular complement C1 complex function to dampen nuclear autoimmunogenecity by degrading these nuclear proteins.
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- 2023
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11. Establishing a human bone marrow single cell reference atlas to study ageing and diseases
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Nicole Yee Shin Lee, Mengwei Li, Kok Siong Ang, and Jinmiao Chen
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bone marrow ,single-cell atlas ,ageing ,inflammageing ,data integration ,Immunologic diseases. Allergy ,RC581-607 - Abstract
IntroductionAgeing in the human bone marrow is associated with immune function decline that results in the elderly being vulnerable to illnesses. A comprehensive healthy bone marrow consensus atlas can serve as a reference to study the immunological changes associated with ageing, and to identify and study abnormal cell states.MethodsWe collected publicly available single cell transcriptomic data of 145 healthy samples encompassing a wide spectrum of ages ranging from 2 to 84 years old to construct our human bone marrow atlas. The final atlas has 673,750 cells and 54 annotated cell types.ResultsWe first characterised the changes in cell population sizes with respect to age and the corresponding changes in gene expression and pathways. Overall, we found significant age-associated changes in the lymphoid lineage cells. The naïve CD8+ T cell population showed significant shrinkage with ageing while the effector/memory CD4+ T cells increased in proportion. We also found an age-correlated decline in the common lymphoid progenitor population, in line with the commonly observed myeloid skew in haematopoiesis among the elderly. We then employed our cell type-specific ageing gene signatures to develop a machine learning model that predicts the biological age of bone marrow samples, which we then applied to healthy individuals and those with blood diseases. Finally, we demonstrated how to identify abnormal cell states by mapping disease samples onto the atlas. We accurately identified abnormal plasma cells and erythroblasts in multiple myeloma samples, and abnormal cells in acute myeloid leukaemia samples.DiscussionThe bone marrow is the site of haematopoiesis, a highly important bodily process. We believe that our healthy bone marrow atlas is a valuable reference for studying bone marrow processes and bone marrow-related diseases. It can be mined for novel discoveries, as well as serve as a reference scaffold for mapping samples to identify and investigate abnormal cells.
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- 2023
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12. Macrophage in Sporadic Thoracic Aortic Aneurysm and Dissection: Potential Therapeutic and Preventing Target
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Wenyu Song, Guowei Tu, Lieyang Qin, Lai Wei, and Jinmiao Chen
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thoracic aortic aneurysm and dissection ,macrophage ,inflammation ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
Thoracic aortic aneurysm and dissection (TAAD) is a life-threatening cardiovascular disorder lacking effective clinical pharmacological therapies. The underlying molecular mechanisms of TAAD still remain elusive with participation of versatile cell types and components including endothelial cells (ECs), smooth muscle cells (SMCs), fibroblasts, immune cells, and the extracellular matrix (ECM). The main pathological features of TAAD include SMC dysfunction, phenotypic switching, and ECM degradation, which is closely associated with inflammation and immune cell infiltration. Among various types of immune cells, macrophages are a distinct participator in the formation and progression of TAAD. In this review, we first highlight the important role of inflammation and immune cell infiltration in TAAD. Furthermore, we discuss the role of macrophages in TAAD from the aspects of macrophage origination, classification, and functions. On the basis of experimental and clinical studies, we summarize key regulators of macrophages in TAAD. Finally, we review how targeting macrophages can reduce TAAD in murine models. A better understanding of the molecular and cellular mechanisms of TAAD may provide novel insights into preventing and treating the condition.
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- 2023
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13. Editorial: The role of omics characteristics in the diagnosis, treatment, and prognosis of autoimmune diseases
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Qinglong Wu, Kang Ning, Xiaoxiao Zhao, Feng Liao, Min Wang, Longgang Chang, Yanmin Liu, Jinmiao Chen, Ming Zhao, and Zhangran Chen
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autoimmune diseases ,biomarker ,microRNAs ,fecal microbiota ,rheumatoid arthritis ,omics technology ,Immunologic diseases. Allergy ,RC581-607 - Published
- 2022
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14. 2022 CMICS Expert Consensus on the Management of Isolated Tricuspid Regurgitation after Left-Sided Valve Surgery
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Jinmiao Chen, Zhaoyun Cheng, Nianguo Dong, Lili Dong, Huiming Guo, Yingqiang Guo, Huanlei Huang, Shengli Jiang, Fanglin Lu, Fei Li, Jinping Liu, Liming Liu, Xin Li, Ju Mei, Liang Ma, Chenhui Qiao, Lizhong Sun, Guowei Tu, Liang Tao, Dongjin Wang, Huishan Wang, Minxin Wei, Song Wan, Jianjun Xu, Song Xue, Zhe Zheng, Lai Wei, Chunsheng Wang, and on behalf of CMICS
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tricuspid regurgitation ,left-sided valve surgery ,surgical treatment ,transcatheter therapy ,intervention timing ,expert consensus ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
Tricuspid regurgitation (TR) may occur late after left-sided valve surgery (LSVS). Isolated tricuspid regurgitation after left-sided valve surgery (iTR-LSVS) refers to isolated TR without significant lesions in the mitral and/or aortic position late after mitral and/or aortic replacement or repair. Severe TR has a negative impact on long-term prognosis and requires surgical or transcatheter treatment. However, there is no clear recommendation on when and how intervention should be performed for patients with iTR-LSVS in the current guidelines for the management of valvular heart disease. The historically high operative mortality may be reduced by current minimally invasive techniques and transcatheter therapy. To further understand iTR-LSVS, standardize the treatment, improve the prognosis, and promote the collaboration, the Chinese Minimally Invasive Cardiovascular Surgery Committee (CMICS) wrote this expert consensus on the management of iTR-LSVS from the aspects of etiology, preoperative evaluation, indications for intervention, surgical treatment, transcatheter therapy, and postoperative management.
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- 2023
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15. Risk stratification for isolated tricuspid valve surgery: Still on the way
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Jinmiao Chen, MD, PhD, Wenyu Song, MD, and Lai Wei, MD, PhD
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Diseases of the circulatory (Cardiovascular) system ,RC666-701 ,Surgery ,RD1-811 - Published
- 2022
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16. Identification of Heparan Sulfate in Dilated Cardiomyopathy by Integrated Bioinformatics Analysis
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Wenyu Song, Fujian Lu, Zequan Ding, Liqi Huang, Kui Hu, Jinmiao Chen, and Lai Wei
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heparan sulfate ,cardiac inflammation and fibrosis ,bioinformatics ,molecular subtype ,dilated cardiomyopathy ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
ObjectivesHeparan sulfate (HS) forms heparan sulfate proteoglycans (HSPGs), such as syndecans (SDCs) and glypicans (GPCs), to perform biological processes in the mammals. This study aimed to explore the role of HS in dilated cardiomyopathy (DCM).MethodsTwo high throughput RNA sequencing, two microarrays, and one single-cell RNA sequencing dataset of DCM hearts were downloaded from the Gene Expression Omnibus (GEO) database and integrated for bioinformatics analyses. Differential analysis, pathway enrichment, immunocytes infiltration, subtype identification, and single-cell RNA sequencing analysis were used in this study.ResultsThe expression level of most HSPGs was significantly upregulated in DCM and was closely associated with immune activation, cardiac fibrosis, and heart failure. Syndecan2 (SDC2) was highly associated with collagen I and collagen III in cardiac fibroblasts of DCM hearts. HS biosynthetic pathway was activated, while the only enzyme to hydrolyze HS was downregulated. Based on the expression of HSPGs, patients with DCM were classified into three molecular subtypes, i.e., C1, C2, and C3. Cardiac fibrosis and heart failure were more severe in the C1 subtype.ConclusionHeparan sulfate is closely associated with immune activation, cardiac fibrosis, and heart failure in DCM. A novel molecular classification of patients with DCM is established based on HSPGs.
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- 2022
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17. Functional Analysis of an Intronic FBN1 Pathogenic Gene Variant in a Family With Marfan Syndrome
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Kui Hu, Yun Wan, Fu-Tsuen Lee, Jinmiao Chen, Hao Wang, Haonan Qu, Tao Chen, Wang Lu, Zhenwei Jiang, Lufang Gao, Xiaojuan Ji, Liqun Sun, and Daokang Xiang
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Marfan syndrome ,intronic variant ,fibrillin 1 ,RNA splicing ,genetic analysis ,Genetics ,QH426-470 - Abstract
Marfan syndrome (MFS) is an autosomal dominant connective tissue disorder that canonically affects the ocular, skeletal, and cardiovascular system, in which aortic tear and rupture is the leading cause of death for MFS patients. Genetically, MFS is primarily associated with fibrillin-1 (FBN1) pathogenic variants. However, the disease-causing variant in approximately 10% of patients cannot be identified, partly due to some cryptic mutations that may be missed using routine exonic sequencing, such as non-coding intronic variants that affects the RNA splicing process. We present a 32-year female with typical MFS systemic presentation that reached to a clinical diagnosis according to the revised Ghent nosology. We performed whole-exome sequencing (WES) but the report failed to identify known causal variants when analyzing the exonic sequence. However, further investigation on the exon/intron boundaries of the WES report revealed a candidate intronic variant of the fibrillin 1 (FBN1) gene (c.248-3 C>G) that predicted to affect the RNA splicing process. We conducted minigene splicing analyses and demonstrated that the c.248-3 C>G variant abolished the canonical splicing site of intron 3, leading to activation of two cryptic splicing sites and causing insertion (c.248-1_248-2insAG and c.248-1_248-282ins). Our study not only characterizes an intronic variant to the mutational spectrum of the FBN1 gene in MFS and its aberrant effect on splicing, but highlights the importance to not neglect the exon/intron boundaries when reporting and assessing WES results. We point out the need of conducting functional analysis to verify the pathogenicity of intronic mutation, and the opportunity to re-consider the standard diagnostic approaches in cases of clinically diagnosed MFS with normal or variant of unknown significance genetic results.
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- 2022
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18. One-year outcome with a bovine pericardial valveCentral MessagePerspective
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Jinmiao Chen, MD, PhD, Chen He, MD, Minzhi Lv, MD, Yingqiang Guo, MD, Liang Tao, MD, Tao Hong, MD, PhD, Chunsheng Wang, MD, Xinmin Zhou, MD, Tianxiang Gu, MD, Lai Wei, MD, PhD, Jiahui Fu, MPH, Yao Wang, MD, and Yu Shi, MD
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bovine pericardial valve ,surgical valve replacement ,safety ,effective orifice area ,clinical trial ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 ,Surgery ,RD1-811 - Abstract
Objectives: To evaluate the safety and effectiveness of a novel surgical bovine pericardial valve for aortic and mitral valve replacements. Methods: Between March 2016 and October 2017, 197 patients (mean age, 66.9 ± 4.9 years; 40.6% were women) underwent aortic valve replacement and mitral valve replacement and were implanted with the Cingular bovine pericardial valve (Shanghai Cingular Biotech Corporation, Shanghai, China) in a prospective, multicenter, single-arm trial in China. A total of 161 aortic and 49 mitral prostheses were implanted. Patients were followed up to 1 year. The primary end point was the 1-year overall rate of valve-related complications, including thromboembolic event, valve thrombosis, major hemorrhage event, major perivalvular leak, and prosthetic valve endocarditis. Results: The 1-year overall rate of valve-related complications was 0.5% (95% confidence interval, 0.1%-3.7%). The 1-year survival was 96.4%. The mean gradient and effective orifice area for aortic prostheses at 1 year postoperatively were 12.8 ± 4.4 mm Hg and 1.9 ± 0.3 cm2, respectively. Particularly, the mean gradients and effective orifice area for 19 mm and 21 mm sizes of aortic prostheses at 1 year were 17.0 ± 3.8 mm Hg and 1.6 ± 0.2 cm2, 13.1 ± 4.0 mm Hg and 1.8 ± 0.1 cm2, respectively. Patient–prosthesis mismatch occurred in only 1.3% patients for aortic valve implantation at 1 month. No structural valve deterioration and no endocarditis occurred. Conclusions: The Cingular bovine pericardial valve was safe and effective for surgical aortic and mitral valve replacement. The 1-year rate of valve-related complications was very low. Early hemodynamic performance was excellent even for the small aortic root.
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- 2020
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19. A benchmark of batch-effect correction methods for single-cell RNA sequencing data
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Hoa Thi Nhu Tran, Kok Siong Ang, Marion Chevrier, Xiaomeng Zhang, Nicole Yee Shin Lee, Michelle Goh, and Jinmiao Chen
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Single-cell RNA-seq ,Batch correction ,Batch effect ,Integration ,Differential gene expression ,Biology (General) ,QH301-705.5 ,Genetics ,QH426-470 - Abstract
Abstract Background Large-scale single-cell transcriptomic datasets generated using different technologies contain batch-specific systematic variations that present a challenge to batch-effect removal and data integration. With continued growth expected in scRNA-seq data, achieving effective batch integration with available computational resources is crucial. Here, we perform an in-depth benchmark study on available batch correction methods to determine the most suitable method for batch-effect removal. Results We compare 14 methods in terms of computational runtime, the ability to handle large datasets, and batch-effect correction efficacy while preserving cell type purity. Five scenarios are designed for the study: identical cell types with different technologies, non-identical cell types, multiple batches, big data, and simulated data. Performance is evaluated using four benchmarking metrics including kBET, LISI, ASW, and ARI. We also investigate the use of batch-corrected data to study differential gene expression. Conclusion Based on our results, Harmony, LIGER, and Seurat 3 are the recommended methods for batch integration. Due to its significantly shorter runtime, Harmony is recommended as the first method to try, with the other methods as viable alternatives.
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- 2020
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20. Transcatheter Mitral Valve-in-Valve Implantation With a New Transcatheter Heart Valve for Bioprosthetic Degeneration
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Yuntao Lu, Ye Yang, Wenshuo Wang, Jinmiao Chen, Minyan Yin, Liqi Huang, Lili Dong, Chunsheng Wang, and Lai Wei
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bioprosthetic degeneration ,valve-in-valve ,J-Valve ,transapical ,mitral valve ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
BackgroundTranscatheter mitral valve-in-valve (TMVIV) procedure with aortic transcatheter heart valves has recently become a less invasive alternative for patients with mitral bioprosthetic dysfunction. This study reports the initial experience of TMVIV implantation using the J-Valve System (JieCheng Medical Technology Corporation Ltd., Suzhou, China).MethodsA retrospective observational multicenter study was conducted to evaluate the short-term outcomes of TMVIV. In total, 26 consecutive patients with symptomatic bioprosthetic failure at eight hospitals underwent TMVIV using the J-Valve System between May 2019 and June 2021. Procedural results and clinical outcomes were analyzed using the Mitral Valve Academic Research Consortium criteria.ResultsThe mean age was 75.3 ± 7.1 years and 69.2% of patients were female. The mean Society of Thoracic Surgeons Predicted Risk of Mortality score was 12.3 ± 8.3%. The technical success rate was 96.2%. Nine of the 26 patients (34.6%) were implanted with a J-Valve of a size equal to the internal diameters of the deteriorated prostheses. At the 30-day and 1-year follow-ups, all-cause mortality was 3.8 and 16.0% and the stroke rates were 0 and 12.0%, respectively. Device-related mortality was 0% and the mean mitral valve gradient was 6.4 ± 2.7 mm Hg. No patient experienced device embolization, left ventricular outflow tract obstruction, or mitral valve reintervention. Postprocedural mitral regurgitation was none or trace in all the patients. All the patients were in the New York Heart Association (NYHA) class ≤ II at the last follow-up.Conclusion:Transcatheter implantation of the J-Valve System in high-risk patients with mitral bioprosthetic dysfunction was found to be a reasonable alternative and associated with good short-term outcomes.
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- 2022
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21. Two-Year Clinical Follow-Up Assessment of the Novel Cingular Surgical Bovine Pericardial Valve
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Jinmiao Chen, Minzhi Lv, Yuntao Lu, Jiahui Fu, Yingqiang Guo, Liang Tao, Xinmin Zhou, Tianxiang Gu, Lai Wei, Tao Hong, and Chunsheng Wang
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bovine pericardial valve ,surgical valve replacement ,safety ,effectiveness ,hemodynamic performance ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
Objectives: To evaluate the 2-year clinical safety and hemodynamic outcomes of the Cingular bovine pericardial bioprosthesis.Methods: A prospective, multicenter, single-arm trial was conducted in patients who required aortic or mitral valve replacement. From March 2016 to October 2017, 197 patients were implanted with the Cingular bovine pericardial valve at five sites in China. The clinical outcomes and hemodynamic performance were assessed through a 2-year follow-up. Clinical safety events were reviewed by an independent clinical events committee, and echocardiographic data were assessed by an independent core laboratory.Results: The mean age was 66.9 ± 4.9 years. The 2-year survival rate was 96.4%. A complete 2-year clinical follow-up was achieved in 189 of 190 survivors. No case of structural valve deterioration, major perivalvular leak, prosthetic valve endocarditis, or valve-related reoperation was seen. For the aortic valve, the mean pressure gradient observed was 12.5 ± 4.0 mm Hg, and the effective orifice area (EOA) was 2.0 ± 0.3 cm2. For the smaller size aortic valves, 19 mm and 21 mm, respective mean EOA values of 1.7 ± 0.2 cm2 and 1.8 ± 0.2 cm2 were found. The values for mean pressure gradient and mean EOA for mitral bioprostheses were 4.0 ± 1.4 mm Hg and 2.2 ± 0.3 cm2, respectively. There was no significant change between 1-year and 2-year hemodynamic performance.Conclusions: The Cingular bovine pericardial valve showed favorable clinical safety and hemodynamic outcomes over a 2-year follow-up. Further follow-up is required to validate the long-term durability.
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- 2021
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22. Prognostic value of CD8 + PD-1+ immune infiltrates and PDCD1 gene expression in triple negative breast cancer
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Joe Yeong, Jeffrey Chun Tatt Lim, Bernett Lee, Huihua Li, Clara Chong Hui Ong, Aye Aye Thike, Wei Hseun Yeap, Yi Yang, Ansel Yi Herh Lim, Timothy Kwang Yong Tay, Jin Liu, Siew-Cheng Wong, Jinmiao Chen, Elaine Hsuen Lim, Jabed Iqbal, Rebecca Dent, Evan W. Newell, and Puay Hoon Tan
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TNBC ,PD-1 ,PD-L1 ,Immune checkpoint ,IFNG ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Abstract The role of programmed cell death protein-1 (PD-1)/programmed cell death ligand 1 (PD-L1) in triple negative breast cancer (TNBC) remains to be fully understood. In this study, we investigated the role of PD-1 as a prognostic marker for TNBC in an Asian cohort (n = 269). Samples from patients with TNBC were labeled with antibodies against PD-L1 and PD-1, and subjected to NanoString assays to measure the expression of immune-related genes. Associations between disease-free survival (DFS), overall survival (OS) and biomarker expression were investigated. Multivariate analysis showed that tumors with high PD-1+ immune infiltrates harbored significantly increased DFS, and this increase was significant even after controlling for clinicopathological parameters (HR 0.95; P = 0.030). In addition, the density of cells expressing both CD8 and PD-1, but not the density of CD8−PD-1+ immune infiltrates, was associated with improved DFS. Notably, this prognostic significance was independent of clinicopathological parameters and the densities of total CD8+ cell (HR 0.43, P = 0.011). At the transcriptional level, high expression of PDCD1 within the tumor was significantly associated with improved DFS (HR 0.38; P = 0.027). In line with these findings, high expression of IFNG (HR 0.38; P = 0.001) and IFN signaling genes (HR 0.46; p = 0.027) was also associated with favorable DFS. Inclusion of PD-1 immune infiltrates and PDCD1 gene expression added significant prognostic value for DFS (ΔLRχ2 = 6.35; P = 0.041) and OS (ΔLRχ2 = 9.53; P = 0.008), beyond that provided by classical clinicopathological variables. Thus, PD-1 mRNA and protein expression status represent a promising, independent indicator of prognosis in TNBC.
- Published
- 2019
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23. CD27hiCD38hi plasmablasts are activated B cells of mixed origin with distinct function
- Author
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Angeline Rouers, Ramapraba Appanna, Marion Chevrier, Josephine Lum, Mai Chan Lau, Lingqiao Tan, Thomas Loy, Alicia Tay, Raman Sethi, Durgalakshmi Sathiakumar, Kaval Kaur, Julia Böhme, Yee-Sin Leo, Laurent Renia, Shanshan W. Howland, Amit Singhal, Jinmiao Chen, and Katja Fink
- Subjects
Immunology ,Cell biology ,Functional aspects of cell biology ,Systems biology ,Science - Abstract
Summary: Clinically important broadly reactive B cells evolve during multiple infections, with B cells re-activated after secondary infection differing from B cells activated after a primary infection. Here we studied CD27highCD38high plasmablasts from patients with a primary or secondary dengue virus infection. Three transcriptionally and functionally distinct clusters were identified. The largest cluster 0/1 was plasma cell-related, with cells coding for serotype cross-reactive antibodies of the IgG1 isotype, consistent with memory B cell activation during an extrafollicular response. Cells in clusters 2 and 3 expressed low levels of antibody genes and high levels of genes associated with oxidative phosphorylation, EIF2 pathway, and mitochondrial dysfunction. Clusters 2 and 3 showed a transcriptional footprint of T cell help, in line with activation from naive B cells or memory B cells. Our results contribute to the understanding of the parallel B cell activation events that occur in humans after natural primary and secondary infection.
- Published
- 2021
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24. IgG1 memory B cells keep the memory of IgE responses
- Author
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Jin-Shu He, Sharrada Subramaniam, Vipin Narang, Kandhadayar Srinivasan, Sean P. Saunders, Daniel Carbajo, Tsao Wen-Shan, Nur Hidayah Hamadee, Josephine Lum, Andrea Lee, Jinmiao Chen, Michael Poidinger, Francesca Zolezzi, Juan J. Lafaille, and Maria A. Curotto de Lafaille
- Subjects
Science - Abstract
IgE is an important mediator of protective immunity as well as allergic reaction, but how high affinity IgE antibodies are produced in memory responses is not clear. Here the authors show that IgE can be generated via class-switch recombination in IgG1 memory B cells without additional somatic hypermutation.
- Published
- 2017
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25. A Novel, Five-Marker Alternative to CD16–CD14 Gating to Identify the Three Human Monocyte Subsets
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Siew-Min Ong, Karen Teng, Evan Newell, Hao Chen, Jinmiao Chen, Thomas Loy, Tsin-Wen Yeo, Katja Fink, and Siew-Cheng Wong
- Subjects
monocyte subsets ,CD16 ,CD14 ,cytometry ,dengue ,Immunologic diseases. Allergy ,RC581-607 - Abstract
Human primary monocytes are heterogeneous in terms of phenotype and function, but are sub-divided only based on CD16 and CD14 expression. CD16 expression distinguishes a subset of monocytes with highly pro-inflammatory properties from non-CD16 expressing “classical” monocytes. CD14 expression further subdivides the CD16+ monocytes into non-classical CD14low and intermediate CD14high subsets. This long-standing CD16–CD14 classification system, however, has limitations as CD14 is expressed in a continuum, leading to subjectivity in delineating the non-classical and intermediate subsets; in addition, CD16 expression is unstable, making identification of the subsets impossible after in vitro culture or during inflammatory conditions in vivo. Hence, we aimed to identify the three monocyte subsets using an alternative combination of markers. Additionally, we wanted to address whether the monocyte subset perturbations observed during infection is real or an artifact of differential CD16 and/or CD14 regulation. Using cytometry by time-of-flight (CyTOF), we studied the simultaneous expression of 34 monocyte markers on total monocytes, and derived a combination of five markers (CD33, CD86, CD64, HLA-DR, and CCR2), that could objectively delineate the three subsets. Using these markers, we could also distinguish CD16+ monocytes from CD16− monocytes after in vitro stimulation. Finally, we found that the observed expansion of intermediate (CD14high) monocytes in dengue virus-infected patients was due to up-regulated CD16 expression on classical monocytes. With our new combination of markers, we can now identify monocyte subsets without CD16 and CD14, and accurately re-examine monocyte subset perturbations in diseases.
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- 2019
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26. Studies on B Cells in the Fruit-Eating Black Flying Fox (Pteropus alecto)
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Pravin Periasamy, Paul E. Hutchinson, Jinmiao Chen, Isabelle Bonne, Shahana Shereene Shahul Hameed, Pavithra Selvam, Ying Ying Hey, Katja Fink, Aaron T. Irving, Charles-Antoine Dutertre, Michelle Baker, Gary Crameri, Lin-Fa Wang, and Sylvie Alonso
- Subjects
bat ,adaptive immunity ,Pteropus alecto ,Eonycteris spelaea ,cross-reactive antibodies ,Immunologic diseases. Allergy ,RC581-607 - Abstract
The ability of bats to act as reservoir for viruses that are highly pathogenic to humans suggests unique properties and functional characteristics of their immune system. However, the lack of bat specific reagents, in particular antibodies, has limited our knowledge of bat's immunity. Here, we report a panel of cross-reactive antibodies against MHC-II, NK1.1, CD3, CD21, CD27, and immunoglobulin (Ig), that allows flow cytometry analysis of B, T and NK cell populations in two different fruit-eating bat species namely, Pteropus alecto and E. spelaea. Results confirmed predominance of T cells in the spleen and blood of bats, as previously reported by us. However, the percentages of B cells in bone marrow and NK cells in spleen varied greatly between wild caught P. alecto bats and E. spelaea colony bats, which may reflect inherent differences of their immune system or different immune status. Other features of bat B cells were investigated. A significant increase in sIg+ B cell population was observed in the spleen and blood from LPS-injected bats but not from poly I:C-injected bats, supporting T-independent polyclonal B cell activation by LPS. Furthermore, using an in vitro calcium release assay, P. alecto B cells exhibited significant calcium release upon cross-linking of their B cell receptor. Together, this work contributes to improve our knowledge of bat adaptive immunity in particular B cells.
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- 2019
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27. Corrigendum: A Single-Cell Sequencing Guide for Immunologists
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Peter See, Josephine Lum, Jinmiao Chen, and Florent Ginhoux
- Subjects
single-cell RNA sequencing ,MARS-seq ,SMART-seq ,fluidigm C1 ,10X genomics chromium ,immunology ,Immunologic diseases. Allergy ,RC581-607 - Published
- 2019
- Full Text
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28. Mpath maps multi-branching single-cell trajectories revealing progenitor cell progression during development
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Jinmiao Chen, Andreas Schlitzer, Svetoslav Chakarov, Florent Ginhoux, and Michael Poidinger
- Subjects
Science - Abstract
The tools for constructing cell lineages from single cell data are limited. Here, the authors present Mpath: an algorithm to derive multi-branching trajectories using neighbourhood-based cell state transitions, and use this to predict developmental trajectories in dendritic and muscle cells.
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- 2016
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29. Generation of an induced pluripotent stem cell line from a Loeys-Dietz syndrome patient with transforming growth factor-beta receptor-2 gene mutation
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Kui Hu, Jun Li, Kai Zhu, Jinmiao Chen, Dingqian Liu, Yulin Wang, Yongxin Sun, Hao Lai, and Chunsheng Wang
- Subjects
Biology (General) ,QH301-705.5 - Abstract
Loeys-Dietz syndrome (LDS) is an autosomal-dominant connective tissue disorder, commonly caused by genetic mutation of transforming growth factor-beta receptor (TGFBR)-1 or TGFBR2. This study describes the generation of human induced pluripotent stem cells (hiPSCs) from peripheral blood mononuclear cells obtained from an LDS patient with TGFBR2 mutation (R193W). Analysis confirmed the cells had a normal karyotype, expressed typical pluripotency markers, had the ability to differentiate into all three germ layers in vivo, and retained the TGFBR2 mutation from the derived hiPSCs. This iPSC line represents a potentially useful tool for investigating LDS disease mechanisms.
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- 2017
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30. A Single-Cell Sequencing Guide for Immunologists
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Peter See, Josephine Lum, Jinmiao Chen, and Florent Ginhoux
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single-cell RNA sequencing ,MARS-seq ,SMART-seq ,fluidigm C1 ,10X genomics chromium ,immunology ,Immunologic diseases. Allergy ,RC581-607 - Abstract
In recent years there has been a rapid increase in the use of single-cell sequencing (scRNA-seq) approaches in the field of immunology. With the wide range of technologies available, it is becoming harder for users to select the best scRNA-seq protocol/platform to address their biological questions of interest. Here, we compared the advantages and limitations of four commonly used scRNA-seq platforms in order to clarify their suitability for different experimental applications. We also address how the datasets generated by different scRNA-seq platforms can be integrated, and how to identify unknown populations of single cells using unbiased bioinformatics methods.
- Published
- 2018
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31. Influenza A Virus Facilitates Its Infectivity by Activating p53 to Inhibit the Expression of Interferon-Induced Transmembrane Proteins
- Author
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Bei Wang, Tze Hau Lam, Mun Kuen Soh, Zhiyong Ye, Jinmiao Chen, and Ee Chee Ren
- Subjects
influenza A virus ,p53 ,IFITM1 ,IFITM2 ,IFITM3 ,infectivity ,Immunologic diseases. Allergy ,RC581-607 - Abstract
Human influenza virus (IAV) are among the most common pathogens to cause human respiratory infections. A better understanding on interplay between IAV and host factors may provide clues for disease prevention and control. While many viruses are known to downregulate p53 upon entering the cell to reduce the innate host antiviral response, IAV infection is unusual in that it activates p53. However, it has not been clear whether this process has proviral or antiviral effects. In this study, using human isogenic p53 wild-type and p53null A549 cells generated from the CRISPR/Cas9 technology, we observed that p53null cells exhibit significantly reduced viral propagation when infected with influenza A virus (strain A/Puerto Rico/8/1934 H1N1). Genome-wide microarray analysis revealed that p53 regulates the expression of a large set of interferon-inducible genes, among which the interferon-induced transmembrane family members IFITM1, IFITM2, and IFITM3 were most significantly downregulated by the expression of p53. Knockdown of interferon-induced transmembrane proteins (IFITMs) by short interfering RNAs enhanced influenza virus infectivity in p53null A549 cells, while overexpressed IFITMs in A549 cells blocked virus entry. Intriguingly, regulation of IFITMs by p53 is independent of its transcriptional activity, as the p53 short isoform Δ40p53 recapitulates IFITM regulation. Taken together, these data reveal that p53 activation by IAV is an essential step in maintaining its infectivity. This novel association between human p53 and the broad spectrum antiviral proteins, the IFITMs, demonstrates a previous mechanism employed by influenza virus to enhance its propagation via p53 inhibition of IFITMs.
- Published
- 2018
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32. CD103+ Dendritic Cells Control Th17 Cell Function in the Lung
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Teresa Zelante, Alicia Yoke Wei Wong, Tang Jing Ping, Jinmiao Chen, Hermi R. Sumatoh, Elena Viganò, Yu Hong Bing, Bernett Lee, Francesca Zolezzi, Jan Fric, Evan W. Newell, Alessandra Mortellaro, Michael Poidinger, Paolo Puccetti, and Paola Ricciardi-Castagnoli
- Subjects
Biology (General) ,QH301-705.5 - Abstract
Th17 cells express diverse functional programs while retaining their Th17 identity, in some cases exhibiting a stem-cell-like phenotype. Whereas the importance of Th17 cell regulation in autoimmune and infectious diseases is firmly established, the signaling pathways controlling their plasticity are undefined. Using a mouse model of invasive pulmonary aspergillosis, we found that lung CD103+ dendritic cells (DCs) would produce IL-2, dependent on NFAT signaling, leading to an optimally protective Th17 response. The absence of IL-2 in DCs caused unrestrained production of IL-23 and fatal hyperinflammation, which was characterized by strong Th17 polarization and the emergence of a Th17 stem-cell-like population. Although several cell types may be affected by deficient IL-2 production in DCs, our findings identify the balance between IL-2 and IL-23 productions by lung DCs as an important regulator of the local inflammatory response to infection.
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- 2015
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33. Mapping the Diversity of Follicular Helper T Cells in Human Blood and Tonsils Using High-Dimensional Mass Cytometry Analysis
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Michael T. Wong, Jinmiao Chen, Sriram Narayanan, Wenyu Lin, Rosslyn Anicete, Henry Tan Kun Kiaang, Maria Alicia Curotto De Lafaille, Michael Poidinger, and Evan W. Newell
- Subjects
Biology (General) ,QH301-705.5 - Abstract
Single-cell analysis technologies such as mass cytometry allow for measurements of cellular heterogeneity with unprecedented dimensionality. Here, we applied dimensionality reduction and automated clustering methods on human T helper (TH) cells derived from peripheral blood and tonsils, which showed differential cell composition and extensive TH cell heterogeneity. Notably, this analysis revealed numerous subtypes of follicular helper T (TFH) cells that followed a continuum spanning both blood and tonsils. Furthermore, we identified tonsillar CXCR5loPD-1loCCR7lo TFH cells expressing interferon-γ (IFN-γ), interleukin-17 (IL-17), or Foxp3, indicating that TFH cells exhibit diverse functional capacities within extrafollicular stages. Regression analysis demonstrated that CXCR5loPD-1− and CXCR5loPD-1lo cells accumulate during childhood in secondary lymphoid organs, supporting previous findings that these subsets represent memory TFH cells. This study provides an in-depth comparison of human blood and tonsillar TFH cells and outlines a general approach for subset discovery and hypothesizing of cellular progressions.
- Published
- 2015
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34. Cytofkit: A Bioconductor Package for an Integrated Mass Cytometry Data Analysis Pipeline.
- Author
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Hao Chen, Mai Chan Lau, Michael Thomas Wong, Evan W Newell, Michael Poidinger, and Jinmiao Chen
- Subjects
Biology (General) ,QH301-705.5 - Abstract
Single-cell mass cytometry significantly increases the dimensionality of cytometry analysis as compared to fluorescence flow cytometry, providing unprecedented resolution of cellular diversity in tissues. However, analysis and interpretation of these high-dimensional data poses a significant technical challenge. Here, we present cytofkit, a new Bioconductor package, which integrates both state-of-the-art bioinformatics methods and in-house novel algorithms to offer a comprehensive toolset for mass cytometry data analysis. Cytofkit provides functions for data pre-processing, data visualization through linear or non-linear dimensionality reduction, automatic identification of cell subsets, and inference of the relatedness between cell subsets. This pipeline also provides a graphical user interface (GUI) for ease of use, as well as a shiny application (APP) for interactive visualization of cell subpopulations and progression profiles of key markers. Applied to a CD14-CD19- PBMCs dataset, cytofkit accurately identified different subsets of lymphocytes; applied to a human CD4+ T cell dataset, cytofkit uncovered multiple subtypes of TFH cells spanning blood and tonsils. Cytofkit is implemented in R, licensed under the Artistic license 2.0, and freely available from the Bioconductor website, https://bioconductor.org/packages/cytofkit/. Cytofkit is also applicable for flow cytometry data analysis.
- Published
- 2016
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35. Publisher Correction: IgG1 memory B cells keep the memory of IgE responses
- Author
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Jin-Shu He, Sharrada Subramaniam, Vipin Narang, Kandhadayar Srinivasan, Sean P. Saunders, Daniel Carbajo, Tsao Wen-Shan, Nur Hidayah Hamadee, Josephine Lum, Andrea Lee, Jinmiao Chen, Michael Poidinger, Francesca Zolezzi, Juan J. Lafaille, and Maria A. Curotto de Lafaille
- Subjects
Science - Abstract
The originally published version of this Article contained errors in Fig. 4 that were introduced during the production process. In panel c, the two uppermost labels ‘IgE spleen’ and ‘IgE BM’ incorrectly read ‘IgG1 spleen’ and ‘IgE1 BM’, respectively. These errors have now been corrected in both the PDF and HTML versions of the Article.
- Published
- 2018
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36. MMP: A Dynamic Routing Protocol Design to Proactively Defend against Wireless Network Inference Attacks.
- Author
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Jinmiao Chen, Zhengping Jay Luo 0001, Yuchen Liu 0001, and Shangqing Zhao
- Published
- 2023
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37. Poster: Noninvasive Respirator Fit Factor Inference by Semi-Supervised Learning.
- Author
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Jinmiao Chen, Zhaohe John Zhang, Shangqing Zhao, Song Fang, Thomas M. Peters, Evan L. Floyd, and Changjie Cai
- Published
- 2023
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38. Differences in autotoxic substances and microbial community in the root space of Panax notoginseng coinducing the occurrence of root rot.
- Author
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Jinmiao Chen, Zhidan Liu, Yuyan Liu, Xiuling Ji, Xiaoran Li, Yunlin Wei, Futing Zi, and Yong Tan
- Subjects
- *
ROOT rots , *ACID soils , *FERULIC acid , *BENZOIC acid , *PHENOLIC acids , *SAPONINS - Abstract
The composition and stability of the microbial community structure of roots and root zone soils play a key role in the healthy growth of plants. We examined the distribution characteristics of phenolic acids and saponins, as well as microbial communities in the root space (root endosphere, rhizoplane soil, rhizosphere soil, and bulk soil) of healthy and root rot disease-affected Panax notoginseng. The results showed that after infection with root rot, the rhizoplane soil exhibited significant decreases in organic matter and hydrolyzable nitrogen and significant increases in available phosphorus, available potassium, and total nitrogen. The contents of phenolic acids (except benzoic acid) and ginsenoside Rg2 in the root endosphere significantly increased. Ferulic acid and p-hydroxybenzoic acid in the rhizoplane soil significantly increased. Rhodococcus increased significantly in the root endosphere, rhizoplane, and rhizosphere soil; Nitrospira decreased significantly in the rhizoplane, rhizosphere, and bulk soil; and Plectosphaerella decreased significantly in the root endosphere and rhizoplane soil. Moreover, the accumulation of most autotoxins can promote the growth of pathogens. In summary, the spatial autotoxic substances and microbial community differences in P. notoginseng roots jointly induce the occurrence of root rot. IMPORTANCE Panax notoginseng is highly susceptible to soil-borne diseases induced during planting, and root rot, which usually occurs in the root and stem parts of the plant, is the most severe. We divided the root environment of P. notoginseng into four parts (root endosphere, rhizoplane soil, rhizosphere soil, and bulk soil) and studied it with unplanted soil as the control. In this study, we examined the changes in the content of autotoxic substances in the root space of P. notoginseng, along with the interplay between these substances and microorganisms. This study revealed the mechanism underlying root rot and provided a theoretical basis for alleviating continuous cropping obstacles in P. notoginseng. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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39. Patterns of Oncogene Coexpression at Single-Cell Resolution Influence Survival in Lymphoma
- Author
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Michal Marek Hoppe, Patrick Jaynes, Fan Shuangyi, Yanfen Peng, Shruti Sridhar, Phuong Mai Hoang, Clementine Xin Liu, Sanjay De Mel, Limei Poon, Esther Hian Li Chan, Joanne Lee, Choon Kiat Ong, Tiffany Tang, Soon Thye Lim, Chandramouli Nagarajan, Nicholas F. Grigoropoulos, Soo-Yong Tan, Susan Swee-Shan Hue, Sheng-Tsung Chang, Shih-Sung Chuang, Shaoying Li, Joseph D. Khoury, Hyungwon Choi, Carl Harris, Alessia Bottos, Laura J. Gay, Hendrik F.P. Runge, Ilias Moutsopoulos, Irina Mohorianu, Daniel J. Hodson, Pedro Farinha, Anja Mottok, David W. Scott, Jason J. Pitt, Jinmiao Chen, Gayatri Kumar, Kasthuri Kannan, Wee Joo Chng, Yen Lin Chee, Siok-Bian Ng, Claudio Tripodo, Anand D. Jeyasekharan, Hoppe, Michal Marek [0000-0002-0364-6080], Jaynes, Patrick [0000-0002-3297-8674], Shuangyi, Fan [0000-0001-6303-6527], Peng, Yanfen [0000-0003-1753-8547], Sridhar, Shruti [0000-0002-0388-0352], Hoang, Phuong Mai [0000-0002-9629-5653], Liu, Clementine Xin [0000-0003-4172-5238], De Mel, Sanjay [0000-0002-8881-3537], Poon, Limei [0000-0002-8854-9414], Chan, Esther Hian Li [0000-0003-1006-5601], Lee, Joanne [0000-0001-9012-598X], Ong, Choon Kiat [0000-0001-6402-4288], Tang, Tiffany [0000-0002-6701-703X], Lim, Soon Thye [0000-0002-0366-5505], Nagarajan, Chandramouli [0000-0001-5755-2226], Grigoropoulos, Nicholas F [0000-0002-8033-5024], Tan, Soo-Yong [0000-0002-6348-2823], Hue, Susan Swee-Shan [0000-0003-1854-1481], Chang, Sheng-Tsung [0000-0003-4544-6623], Chuang, Shih-Sung [0000-0003-3971-525X], Li, Shaoying [0000-0002-6857-0523], Khoury, Joseph D [0000-0003-2621-3584], Choi, Hyungwon [0000-0002-6687-3088], Harris, Carl [0000-0002-9807-1274], Bottos, Alessia [0000-0001-6311-2833], Gay, Laura J [0000-0002-9758-8677], Moutsopoulos, Ilias [0000-0003-4584-7849], Mohorianu, Irina [0000-0003-4863-761X], Hodson, Daniel J [0000-0001-6225-2033], Farinha, Pedro [0000-0001-9364-9391], Mottok, Anja [0000-0003-3125-0494], Scott, David W [0000-0002-0435-5947], Pitt, Jason J [0000-0002-7534-4516], Chen, Jinmiao [0000-0001-7547-6423], Kumar, Gayatri [0000-0003-3686-5471], Kannan, Kasthuri [0000-0002-6993-5141], Chng, Wee Joo [0000-0003-2578-8335], Chee, Yen Lin [0000-0002-8176-8382], Ng, Siok-Bian [0000-0001-6051-6410], Tripodo, Claudio [0000-0002-0821-6231], Jeyasekharan, Anand D [0000-0001-9816-6137], and Apollo - University of Cambridge Repository
- Subjects
Proto-Oncogene Proteins c-myc ,Phosphatidylinositol 3-Kinases ,Proto-Oncogene Proteins c-bcl-2 ,Oncology ,Proto-Oncogene Proteins c-bcl-6 ,Humans ,Lymphoma, Large B-Cell, Diffuse ,Oncogenes ,Prognosis - Abstract
Cancers often overexpress multiple clinically relevant oncogenes, but it is not known if combinations of oncogenes in cellular subpopulations within a cancer influence clinical outcomes. Using quantitative multispectral imaging of the prognostically relevant oncogenes MYC, BCL2, and BCL6 in diffuse large B-cell lymphoma (DLBCL), we show that the percentage of cells with a unique combination MYC+BCL2+BCL6− (M+2+6−) consistently predicts survival across four independent cohorts (n = 449), an effect not observed with other combinations including M+2+6+. We show that the M+2+6− percentage can be mathematically derived from quantitative measurements of the individual oncogenes and correlates with survival in IHC (n = 316) and gene expression (n = 2,521) datasets. Comparative bulk/single-cell transcriptomic analyses of DLBCL samples and MYC/BCL2/BCL6-transformed primary B cells identify molecular features, including cyclin D2 and PI3K/AKT as candidate regulators of M+2+6− unfavorable biology. Similar analyses evaluating oncogenic combinations at single-cell resolution in other cancers may facilitate an understanding of cancer evolution and therapy resistance. Significance: Using single-cell–resolved multiplexed imaging, we show that selected subpopulations of cells expressing specific combinations of oncogenes influence clinical outcomes in lymphoma. We describe a probabilistic metric for the estimation of cellular oncogenic coexpression from IHC or bulk transcriptomes, with possible implications for prognostication and therapeutic target discovery in cancer. This article is highlighted in the In This Issue feature, p. 1027
- Published
- 2023
40. Dampened Inflammation and Improved Survival After CXCL5 Administration in Murine Lupus via Myeloid and Neutrophil Pathways
- Author
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Xiubo Fan, Chin Teck Ng, Dianyang Guo, Frances Lim, Jia Chi Tan, Annie Law, Lim Hee Goh, Zhi Yong Poon, Alice Cheung, Say Li Kong, Michelle Tan, Shang Li, Alwin Loh, Anne James, Tony Lim, Jinmiao Chen, Julian Thumboo, William Hwang, and Andrea Low
- Subjects
Rheumatology ,Immunology ,Immunology and Allergy - Published
- 2023
41. Reviving human γδT cells from apoptosis induced by IL-12/18 via p-JNK inhibition
- Author
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Yuan, Song, Huey Yee, Teo, Yonghao, Liu, Xiaomeng, Zhang, Jinmiao, Chen, Yongliang, Zhang, and Haiyan, Liu
- Subjects
MAP Kinase Kinase 4 ,Neoplasms ,T-Lymphocytes ,Immunology ,Interleukin-18 ,Humans ,Immunology and Allergy ,Apoptosis ,Receptors, Antigen, T-Cell, gamma-delta ,Cell Biology ,Immunotherapy, Adoptive ,Interleukin-12 - Abstract
γδT cells recognize and exert cytotoxicity against tumor cells independently of MHC restriction and have antigen presentation and regulatory functions to promote adaptive immune responses. They are considered as potential immune cells for cellular immunotherapy in cancer patients. However, it is challenging to ex vivo expand human γδT cells that have superb effector functions and long-term survival for adoptive cancer therapy. We found that IL-12/18 combination could drastically promote IFN-γ secretion and cytotoxicity in human γδT cells. However, the enhanced activation of human γδT cells is accompanied by increased apoptosis and elevated expressions of co-inhibitory receptors under the stimulation of IL-12/18. We further demonstrated that IL-12/18 induced apoptosis of human γδT cells was in a phosphoantigen or IFN-γ-independent manner. Transcriptomic analysis suggested that IL-12/18-induced apoptosis of human γδT cells was mediated by the activation of JNK pathway. p-JNK inhibitor (SP-600125) treatment effectively revived human γδT cells from the apoptosis induced by IL-12/18 and maintained their enhanced IFN-γ production and cytotoxicity against tumor cells. Our results provide a novel and feasible strategy for ex vivo expansion of cytokine-activated human γδT cells, which could promote the efficacy of γδT cell adoptive immunotherapy in cancer patients.
- Published
- 2022
42. Late inflammatory monocytes define circulatory immune dysregulation observed in skin microbiome-stratified atopic dermatitis
- Author
-
John E. Common, Celine Chua, Raman Sethi, Jocelyn Ong, Jing Hui Low, Yik Weng Yew, Alicia Tay, Shanshan Howland, Florent Ginhoux, Jinmiao Chen, and Anand Kumar Andiappan
- Published
- 2023
43. Septuagenarians with acute type A aortic dissection undergoing extended aortic arch repair: A retrospective cohort study
- Author
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Yixiao Zhang, Yulin Wang, Jinmiao Chen, Jun Li, Yongxin Sun, Hao Lai, Chunsheng Wang, and Qiang Ji
- Subjects
Surgery ,General Medicine - Published
- 2023
44. Deciphering spatial domains from spatial multi-omics with SpatialGlue
- Author
-
Yahui Long, Kok Siong Ang, Sha Liao, Raman Sethi, Yang Heng, Chengwei Zhong, Hang XU, Nazihah Husna, Min Jian, Lai Guan Ng, Ao Chen, Nicholas Gascoigne, Xun Xu, and Jinmiao Chen
- Abstract
Integration of multiple data modalities in a spatially informed manner remains an unmet need for exploiting spatial multi-omics data. Here, we introduce SpatialGlue, a novel graph neural network with dual-attention mechanism, to decipher spatial domains by capturing the significance of each modality and neighbor graph in cross-omics and intra-omics integration. We demonstrate that SpatialGlue can accurately aggregate cell types into spatial domains at a higher resolution across different tissue types and technology platforms, as well as gain biological insights into cross-modality spatial correlations.
- Published
- 2023
45. Supplementary appendix from Patterns of Oncogene Coexpression at Single-Cell Resolution Influence Survival in Lymphoma
- Author
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Anand D. Jeyasekharan, Claudio Tripodo, Siok-Bian Ng, Yen Lin Chee, Wee Joo Chng, Kasthuri Kannan, Gayatri Kumar, Jinmiao Chen, Jason J. Pitt, David W. Scott, Anja Mottok, Pedro Farinha, Daniel J. Hodson, Irina Mohorianu, Ilias Moutsopoulos, Hendrik F.P. Runge, Laura J. Gay, Alessia Bottos, Carl Harris, Hyungwon Choi, Joseph D. Khoury, Shaoying Li, Shih-Sung Chuang, Sheng-Tsung Chang, Susan Swee-Shan Hue, Soo-Yong Tan, Nicholas F. Grigoropoulos, Chandramouli Nagarajan, Soon Thye Lim, Tiffany Tang, Choon Kiat Ong, Joanne Lee, Esther Hian Li Chan, Limei Poon, Sanjay De Mel, Clementine Xin Liu, Phuong Mai Hoang, Shruti Sridhar, Yanfen Peng, Fan Shuangyi, Patrick Jaynes, and Michal Marek Hoppe
- Abstract
Supplementary methods. Supplementary Figure 1. Phenotyping of B-cells in non-malignant tissues. A, Quantitation of marker positivity across ten tonsil and two reactive lymph node samples (rLN). Analysis is spatially resolved between the GC and extra-GC zones. B, Spatial map of cellular coordinates based on cell segmentation of images in Figure 1B. Marker-positivity is indicated, and a total proportion of positive and negative cells is depicted as a pie chart. These maps were used to derive sub-population phenotypes depicted in Figure 1C. Scale bar is 100μm. C, Proliferation analysis (i.e., Ki67-positivity) among sub-populations in five tonsil samples. Median with interquartile range, whiskers denote 10th and 90th percentile. Supplementary figure 2. Example pseudo-colored mfIHC images for MYC, BCL2, BCL6 cases in DLBCL. Images of a range of mean fluorescent intensities are shown with equal scaling for reference. Supplementary figure 3. Global distribution of MYC, BCL2 and BCL6 sub-populations within DLBCL cohorts. Heat-maps displaying the percentage extent of individual markers and each sub-population within the DLBCL NUH, CMMC, SGH and MDA cohorts. Hierarchical k-means clustering of patients according to sub-population extent is applied. Positivity shading for single markers ranges between 0-100% positivity, whereas shading for sub-populations reflects 0-50% positivity and remains fully saturated until 100%. IPI Risk Group - International Prognostic Index Risk Group, FISH - fluorescence in situ hybridization. Supplementary figure 4. Intra-tumor heterogeneity of sub-populations. A, Correlation of sub-population extent quantification between two biopsies of the same patient for which at least two tissue microarray (TMA) biopsies are available. Correlation is shown separately for lymph node and extranodal biopsies. Spearman rho is indicated for each correlation. Axes are in exponential and equivalent in all panels. B, Sub-population percentage extent quantification across multiple TMA cores (columns) of the same patient (rows). Pie charts are ordered according to decreasing cell numbers evaluated per core. All patients from the NUH cohort with at least five cores are evaluated. A heterogenous cluster is highlighted by the red box. Supplementary figure 5. Spatial heterogeneity of sub-population interactions. A, Conceptual schematic of pair correlation function (PCF) plots depicting a clustered distribution (left, green) and a random distribution (right, grey). Representative counterpart spatial maps are above each plot. B, PCF analysis for sub-populations to investigate spatial clustering (top). Mean results for two independent cohorts (shading is cohort standard deviation). An example tissue microarray core is shown as physical distance reference for spatial analyses (bottom left). Absolute number of neighboring cells expected within a given radius (data from 3500 randomly selected cells across all images, mean with standard deviation) (bottom right). C, Actual spatial map of sub-populations of an example DLBCL case (top). Extent of all sub-populations within the sample is shown on the left. Simulated, hypothetical random distribution of cells for the same case (middle). PCF analysis for the shown sample and its matched simulated random distribution (bottom). Scale bars in B and C are 100µm. D, Mean deviations from expected neighbor abundance (Δ%) summarizing cell-cell interactions between sub-populations for the sample shown in (C). E, Sub-population interaction matrices from spatially distinct biopsies (cores in tissue microarray) for example DLBCL patients. Biopsies of stable, spatially homogenous, sub-population interaction profiles are grouped (top), whereas biopsies of a differing, heterogenous, interaction profile are grouped separately (bottom). Supplementary figure 6. Global deviations from expected spatial neighbor abundance (Δ%). Hierarchical clustering (minimum variance method) of measured Δ% for all cases in the SGH and MDA cohorts. Extents of sub-populations are indicated for reference (top). For the MDA cohort, multiple biopsies (n = 1-3) from the same patient were included in the analysis to determine spatial interaction similarity across spatially distinct regions (bottom). Supplementary figure 7. Correlation of predicted MYC, BCL2 and BCL6 sub-population percentage extent based on single oncogene positivity and observed percentage extent in DLBCL cohorts. Spearman rho, axes are equivalent in all panels. Supplementary figure 8. Variance of M+2+6- percentage extent in the context of positivity calling across a 15% cut-off. A, M+2+6- scoring variance across multiple pathological imaging fields. All whole-tissue DLBCL sections from University of Palermo (UP), and samples from the NUH TMA with at least four fields scored per patient and a mean M+2+6- score above 5% are shown. Mean with SD. Ordinates between 50-100% are compressed for clarity. Dashed line denotes M+2+6- 15% positivity. B, Stability of M+2+6- case positivity calling across scoring increasing number of imaging fields. All cases from panel A with at least five fields scored in this study are shown. Only one case is called M+2+6- Low (
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46. Data from Patterns of Oncogene Coexpression at Single-Cell Resolution Influence Survival in Lymphoma
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Anand D. Jeyasekharan, Claudio Tripodo, Siok-Bian Ng, Yen Lin Chee, Wee Joo Chng, Kasthuri Kannan, Gayatri Kumar, Jinmiao Chen, Jason J. Pitt, David W. Scott, Anja Mottok, Pedro Farinha, Daniel J. Hodson, Irina Mohorianu, Ilias Moutsopoulos, Hendrik F.P. Runge, Laura J. Gay, Alessia Bottos, Carl Harris, Hyungwon Choi, Joseph D. Khoury, Shaoying Li, Shih-Sung Chuang, Sheng-Tsung Chang, Susan Swee-Shan Hue, Soo-Yong Tan, Nicholas F. Grigoropoulos, Chandramouli Nagarajan, Soon Thye Lim, Tiffany Tang, Choon Kiat Ong, Joanne Lee, Esther Hian Li Chan, Limei Poon, Sanjay De Mel, Clementine Xin Liu, Phuong Mai Hoang, Shruti Sridhar, Yanfen Peng, Fan Shuangyi, Patrick Jaynes, and Michal Marek Hoppe
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Cancers often overexpress multiple clinically relevant oncogenes, but it is not known if combinations of oncogenes in cellular subpopulations within a cancer influence clinical outcomes. Using quantitative multispectral imaging of the prognostically relevant oncogenes MYC, BCL2, and BCL6 in diffuse large B-cell lymphoma (DLBCL), we show that the percentage of cells with a unique combination MYC+BCL2+BCL6− (M+2+6−) consistently predicts survival across four independent cohorts (n = 449), an effect not observed with other combinations including M+2+6+. We show that the M+2+6− percentage can be mathematically derived from quantitative measurements of the individual oncogenes and correlates with survival in IHC (n = 316) and gene expression (n = 2,521) datasets. Comparative bulk/single-cell transcriptomic analyses of DLBCL samples and MYC/BCL2/BCL6-transformed primary B cells identify molecular features, including cyclin D2 and PI3K/AKT as candidate regulators of M+2+6− unfavorable biology. Similar analyses evaluating oncogenic combinations at single-cell resolution in other cancers may facilitate an understanding of cancer evolution and therapy resistance.Significance:Using single-cell–resolved multiplexed imaging, we show that selected subpopulations of cells expressing specific combinations of oncogenes influence clinical outcomes in lymphoma. We describe a probabilistic metric for the estimation of cellular oncogenic coexpression from IHC or bulk transcriptomes, with possible implications for prognostication and therapeutic target discovery in cancer.This article is highlighted in the In This Issue feature, p. 1027
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47. Figure 1 from Patterns of Oncogene Coexpression at Single-Cell Resolution Influence Survival in Lymphoma
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Anand D. Jeyasekharan, Claudio Tripodo, Siok-Bian Ng, Yen Lin Chee, Wee Joo Chng, Kasthuri Kannan, Gayatri Kumar, Jinmiao Chen, Jason J. Pitt, David W. Scott, Anja Mottok, Pedro Farinha, Daniel J. Hodson, Irina Mohorianu, Ilias Moutsopoulos, Hendrik F.P. Runge, Laura J. Gay, Alessia Bottos, Carl Harris, Hyungwon Choi, Joseph D. Khoury, Shaoying Li, Shih-Sung Chuang, Sheng-Tsung Chang, Susan Swee-Shan Hue, Soo-Yong Tan, Nicholas F. Grigoropoulos, Chandramouli Nagarajan, Soon Thye Lim, Tiffany Tang, Choon Kiat Ong, Joanne Lee, Esther Hian Li Chan, Limei Poon, Sanjay De Mel, Clementine Xin Liu, Phuong Mai Hoang, Shruti Sridhar, Yanfen Peng, Fan Shuangyi, Patrick Jaynes, and Michal Marek Hoppe
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Quantitative single-cell analysis of MYC, BCL2, and BCL6 protein expression in B cells in nonmalignant tissues and diffuse large B-cell lymphoma. A, Schematic workflow of a quantitative digital pathology experiment. B, Spectrally unmixed multiplexed fluorescent images for CD20, MYC, BCL2, and BCL6 and nuclear counterstaining in tonsil tissue. The germinal center (GC) and extragerminal center (extra-GC) zones are indicated. C, Spatial map of MYC/BCL2/BCL6 subpopulations, i.e., possible permutations of MYC/BCL2/BCL6-positivity and -negativity within the CD20-positive cell population in a tonsil image. D, Quantitation of subpopulation extent within CD20-positive cells in tonsils and reactive lymph nodes resolved spatially between the GC and extra-GC zones. E, Example of pseudocolored MYC/BCL2/BCL6/CD20 mfIHC staining in diffuse large B-cell lymphoma (DLBCL; left). Cell segmentation and single oncogene positivity masks are shown within the CD20-positive cell population (right). F, Summary of percentage extent of subpopulations across patients from National University Hospital (NUH), Chi-Mei Medical Center (CMMC), MD Anderson (MDA), and Singapore General Hospital (SGH). Relevant clinicopathologic features are indicated; see also Supplementary Fig. S3. Patients were ordered arbitrarily according to extent of the triple-positive M+2+6+ subpopulation extent. IPI Risk Group, International Prognostic Index Risk Group; FISH, fluorescence in situ hybridization. G, Intrapatient spatial stability of subpopulations – proportion of subpopulations measured across four spatially distinct biopsies from the same patient (rows). Biopsy comparison overview is shown across 11 representative example DLBCL patients (columns). See also Supplementary Fig. S4A and S4B for a correlation analysis for all patients with multiple biopsies available. H, Proliferation analysis (i.e., Ki-67-positivity) among subpopulations in DLBCL samples. Proliferative BCL6-positive subpopulations are grouped. Median with interquartile range, whiskers denote 10th and 90th percentile. Mann–Whitney test (BCL6-positive vs. -negative subpopulations). All scale bars, 100 μm.
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48. Figure 5 from Patterns of Oncogene Coexpression at Single-Cell Resolution Influence Survival in Lymphoma
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Anand D. Jeyasekharan, Claudio Tripodo, Siok-Bian Ng, Yen Lin Chee, Wee Joo Chng, Kasthuri Kannan, Gayatri Kumar, Jinmiao Chen, Jason J. Pitt, David W. Scott, Anja Mottok, Pedro Farinha, Daniel J. Hodson, Irina Mohorianu, Ilias Moutsopoulos, Hendrik F.P. Runge, Laura J. Gay, Alessia Bottos, Carl Harris, Hyungwon Choi, Joseph D. Khoury, Shaoying Li, Shih-Sung Chuang, Sheng-Tsung Chang, Susan Swee-Shan Hue, Soo-Yong Tan, Nicholas F. Grigoropoulos, Chandramouli Nagarajan, Soon Thye Lim, Tiffany Tang, Choon Kiat Ong, Joanne Lee, Esther Hian Li Chan, Limei Poon, Sanjay De Mel, Clementine Xin Liu, Phuong Mai Hoang, Shruti Sridhar, Yanfen Peng, Fan Shuangyi, Patrick Jaynes, and Michal Marek Hoppe
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Transcriptomic analysis of M+2+6− high cases and potential role of CCND2. A, Correlation of observed M+2+6− percentage extent in the BCA cohort with the cell-of-origin (COO) DLBCL90-COO signature. Bonferroni corrected Kruskal–Wallis test for ABC vs. others. B, Correlation of M+2+6− metric in GEP cohorts with COO signatures. Mean M+2+6− metric value per group per cohort is shown. Bonferroni corrected paired-samples t test. C, Correlation of the M+2+6− percentage extent and metric evaluated by mfIHC and mRNA inference, respectively, with genetic subtypes (LymphGen classification). D, Sankey plot of M+2+6− dichotomized grouping matched with molecular features. E, Volcano plot of pooled direct correlation of gene mRNA expression and M+2+6− metric across seven GEP cohorts. Genes highly correlated with M+2+6− metric across datasets at absolute Spearman rho ≥0.2 and FDR≤0.001 are shown (see also Supplementary Table S11). The abscissa is scaled exponentially. F, Differential gene expression between primary GC B cells overexpressing M+2+ and M+2+6+ (see also Supplementary Table S12). Analysis is generated from 4 biological replicates from each condition, from cells of independent donors. G, Genes highly enriched in M+2+6− cells: correlation of results from E and F. H,CCDN2 gene expression in GEP cohorts in patients dichotomized by M+2+6− 15% metric (left) and in primary B cells (right). Paired t test (left); mean with standard deviation and FDR (FDR as per Supplementary Table S12) for t test (right). I, Single-cell RNA-seq of GC primary B cells transduced either with BCL2 and MYC (MYC-transduced) or BCL2 and BCL6 (BCL6-transduced). Untransduced GC primary B cells are also included. Expression of CCND2 is indicated in color. J, Proliferation analysis of M+2+6+ primary GC B cells overexpressing cyclin D2 (CCND2) compared with M+2+6+ primary GC B cells transduced with an empty vector (EV). Analysis performed with 3 biological replicates for each condition, using cells from 3 independent patients; mean with standard deviation; t test. UMAP, Uniform Manifold Approximation and Projection.
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49. Table 1 from Patterns of Oncogene Coexpression at Single-Cell Resolution Influence Survival in Lymphoma
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Anand D. Jeyasekharan, Claudio Tripodo, Siok-Bian Ng, Yen Lin Chee, Wee Joo Chng, Kasthuri Kannan, Gayatri Kumar, Jinmiao Chen, Jason J. Pitt, David W. Scott, Anja Mottok, Pedro Farinha, Daniel J. Hodson, Irina Mohorianu, Ilias Moutsopoulos, Hendrik F.P. Runge, Laura J. Gay, Alessia Bottos, Carl Harris, Hyungwon Choi, Joseph D. Khoury, Shaoying Li, Shih-Sung Chuang, Sheng-Tsung Chang, Susan Swee-Shan Hue, Soo-Yong Tan, Nicholas F. Grigoropoulos, Chandramouli Nagarajan, Soon Thye Lim, Tiffany Tang, Choon Kiat Ong, Joanne Lee, Esther Hian Li Chan, Limei Poon, Sanjay De Mel, Clementine Xin Liu, Phuong Mai Hoang, Shruti Sridhar, Yanfen Peng, Fan Shuangyi, Patrick Jaynes, and Michal Marek Hoppe
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Multivariate analysis of continuous M+2+6− percentage extent at 5% increments as a predictor of OS in the NUH, SGH, and MDA cohorts of DLBCL (Cox proportional hazards model)
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50. Supplementary tables from Patterns of Oncogene Coexpression at Single-Cell Resolution Influence Survival in Lymphoma
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Anand D. Jeyasekharan, Claudio Tripodo, Siok-Bian Ng, Yen Lin Chee, Wee Joo Chng, Kasthuri Kannan, Gayatri Kumar, Jinmiao Chen, Jason J. Pitt, David W. Scott, Anja Mottok, Pedro Farinha, Daniel J. Hodson, Irina Mohorianu, Ilias Moutsopoulos, Hendrik F.P. Runge, Laura J. Gay, Alessia Bottos, Carl Harris III, Hyungwon Choi, Joseph D. Khoury, Shaoying Li, Shih-Sung Chuang, Sheng-Tsung Chang, Susan Swee-Shan Hue, Soo-Yong Tan, Nicholas F. Grigoropoulos, Chandramouli Nagarajan, Soon Thye Lim, Tiffany Tang, Choon Kiat Ong, Joanne Lee, Esther Hian Li Chan, Limei Poon, Sanjay De Mel, Clementine Xin Liu, Phuong Mai Hoang, Shruti Sridhar, Yanfen Peng, Fan Shuangyi, Patrick Jaynes, and Michal Marek Hoppe
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Supplementary table 1. Per-patient mfIHC MYC, BCL2 and BCL6 single oncogene and subpopulation scores for normal tonsil tissue and reactive lymph node tissue. Supplementary table 2. Per-patient mfIHC MYC, BCL2 and BCL6 single oncogene and subpopulation scores for DLBCL tissue (NUH, CMMC, SGH, MDA, BCA and UP). Supplementary table 6. Inferred percentage extents of MYC, BCL2, BCL6 and sub-population metrics in GEP cohorts. Supplementary table 11. Correlation of M+2+6- metric with gene expression in GEP cohorts. Supplementary table 12. Differential gene expression analysis of primary germinal center (GC) B-cells with M+2+ and M+2+6+ overexpression. Supplementary table 13. Differentially expressed genes between M+2+6- and all other malignant cells in scRNA-seq samples of DLBCL. Dichotomized non-parametric comparison, Wilcoxon rank sum test. Supplementary table 14. Analysis of positive enrichment of Wikipathways terms between M+2+6- and all other malignant cells in scRNA-seq samples of DLBCL by gprofiler2.
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