技术资料

Isobaric labeling-based mass spectrometry (ILMS) has been widely used to quantify,on a proteome-wide scale,the relative protein abundance in different biological conditions. However,large-scale ILMS data sets typically involve multiple runs of mass spectrometry,bringing great computational difficulty to the integration of ILMS samples. We present zMAP,a toolset that makes ILMS intensities comparable across mass spectrometry runs by modeling the associated mean-variance dependence and accordingly applying a variance stabilizing z-transformation. The practical utility of zMAP is demonstrated in several case studies involving the dynamics of cell differentiation and the heterogeneity across cancer patients. The online version contains supplementary material available at 10.1186/s13059-024-03382-9. View Publication

Dysregulated innate immune responses underlie multiple inflammatory diseases,but clinical translation of preclinical innate immunity research in mice is hampered by the difficulty of studying human inflammatory reactions in an in vivo context. We therefore sought to establish in vivo human inflammatory responses in NSG-QUAD mice that express four human myelopoiesis transgenes to improve engraftment of a human innate immune system. We reconstituted NSG-QUAD mice with human hematopoietic stem and progenitor cells (HSPCs),after which we evaluated human myeloid cell development and subsequent human responses to systemic and local lipopolysaccharide (LPS) challenges. NSG-QUAD mice already displayed engraftment of human monocytes,dendritic cells and granulocytes in peripheral blood,spleen and liver at 6 weeks after HSPC reconstitution,in which both classical,intermediate and non-classical monocytes were present. These huNSG-QUAD mice responded to intraperitoneal and intranasal LPS challenges with production of NF-κB-dependent human cytokines,a human type I interferon response,as well as inflammasome-mediated production of human IL-1β and IL-18. The latter were specifically abrogated by the NLRP3 inhibitor MCC950,while LPS-induced human monocyte death was not altered. Besides providing proof-of-principle for small molecule testing of human inflammatory reactions in huNSG-QUAD mice,this observation suggests that LPS-induced in vivo release of human NLRP3 inflammasome-generated cytokines occurs in a cell death-independent manner. HuNSG-QUAD mice are competent for the NF-κB,interferon and inflammasome effectors of human innate immunity,and can thus be utilized to investigate signaling mechanisms and pharmacological targeting of human inflammatory responses in an in vivo setting. View Publication

The increasing scarcity of organs and the significant morbidity linked to dialysis require the development of engineered kidney tissues from human-induced pluripotent stem cells. Integrative approaches that synergize scalable kidney organoid differentiation,tissue biomanufacturing,and comprehensive assessment of their immune response and host integration are essential to accomplish this. Here,we create engineered human kidney tissues composed of organoid building blocks (OBBs) and transplant them into mice reconstituted with allogeneic human immune cells. Tissue-infiltrating human immune cells are composed of effector T cells and innate cells. This immune infiltration leads to kidney tissue injury characterized by reduced microvasculature,enhanced kidney cell apoptosis,and an inflammatory gene signature comparable to kidney organ transplant rejection in humans. Upon treatment with the immunosuppressive agent rapamycin,the induced immune response is greatly suppressed. Our model is a translational platform to study engineered kidney tissue immunogenicity and develop therapeutic targets for kidney rejection. Subject areas: Health sciences,Immunology,Bioengineering,Tissue engineering View Publication

CD19CAR-T cell therapy demonstrated promising outcomes in relapsed/refractory B-cell malignancies. Nonetheless,the limited T-cell function and ineffective T-cell apheresis for therapeutic purposes are still concern in heavily pretreated patients. We investigated the feasibility of generating hematopoietic stem cell-derived T lymphocytes (HSC-T) for cancer immunotherapy. The patients’ autologous peripheral blood HSCs were enriched for CD34 + and CD3 + cells. The CD34 + cells were then cultured following three steps of lymphoid progenitor differentiation,T-cell differentiation,and T-cell maturation processes. HSC-T cells were successfully generated with robust fold expansion of 3735 times. After lymphoid progenitor differentiation,CD5 + and CD7 + cells remarkably increased (65–84 %) while CD34 + cells consequentially declined. The mature CD3 + cells were detected up to 40 % and 90 % on days 42 and 52,respectively. The majority of HSC-T population was naïve phenotype compared to CD3-T cells (73 % vs 34 %) and CD8:CD4 ratio was 2:1. The higher level of cytokine and cytotoxic granule secretion in HSC-T was observed after activation. HSC-T cells were assessed for clinical application and found that CD19CAR-transduced HSC-T cells demonstrated higher cytokine secretion and a trend of superior cytotoxicity against CD19 + target cells compared to control CAR-T cells. A chronic antigen stimulation assay revealed similar T-cell proliferation,stemness,and exhaustion phenotypes among CAR-T cell types. In conclusions,autologous HSC-T was feasible to generate with preserved T-cell efficacy. The HSC-T cells are potentially utilized as an alternative option for cellular immunotherapy. View Publication

Breast cancer is the most frequently diagnosed cancer worldwide,constituting 15% of cases in 2023. The predominant cause of breast cancer-related mortality is metastasis,and a lack of metastasis-targeted therapies perpetuates dismal outcomes for late-stage patients. By using meiotic genetics to study inherited transcriptional network regulation,we have identified,to the best of our knowledge,a new class of “essential expression-restricted” genes as potential candidates for metastasis-targeted therapeutics. Building upon previous work implicating the CCR4-NOT RNA deadenylase complex in metastasis,we demonstrate that RNA-binding proteins NANOS1,PUM2,and CPSF4 also regulate metastatic potential. Using various models and clinical data,we pinpoint Smarcd1 mRNA as a target of all three RNA-BPs. Strikingly,both high and low expression of Smarcd1 correlate with positive clinical outcomes,while intermediate expression significantly reduces the probability of survival. Applying the theory of “essential genes” from evolution,we identify 50 additional genes that require precise expression levels for metastasis to occur. Specifically,small perturbations in Smarcd1 expression significantly reduce metastasis in mouse models and alter splicing programs relevant to the ER+/HER2-enriched breast cancer. Identification subtype-specific essential expression-restricted metastasis modifiers introduces a novel class of genes that,when therapeutically “nudged” in either direction,may significantly improve late-stage breast cancer patients. Subject terms: Metastasis,Cancer genetics,Breast cancer View Publication

Human pluripotent stem cells (hPSCs) represent a powerful model system to study early developmental processes. However,lineage specification into trophectoderm (TE) and trophoblast (TB) differentiation remains poorly understood,and access to well-characterized placental cells for biomedical research is limited,largely depending on fetal tissues or cancer cell lines. Here,we developed novel strategies enabling highly efficient TE specification that generates cytotrophoblast (CTB) and multinucleated syncytiotrophoblast (STB),followed by the establishment of trophoblast stem cells (TSCs) capable of differentiating into extravillous trophoblast (EVT) and STB after long-term expansion. We confirmed stepwise and controlled induction of lineage- and cell-type-specific genes consistent with developmental biology principles and benchmarked typical features of placental cells using morphological,biochemical,genomics,epigenomics,and single-cell analyses. Charting a well-defined roadmap from hPSCs to distinct placental phenotypes provides invaluable opportunities for studying early human development,infertility,and pregnancy-associated diseases. Subject areas: Natural sciences,Biological sciences,Cell biology,Stem cells research View Publication

Despite significant progress in the prognosis of pediatric T-cell acute lymphoblastic leukemia (T-ALL) in recent decades,a notable portion of children still confronts challenges such as treatment resistance and recurrence,leading to limited options and a poor prognosis. LIM domain-binding protein 1 (LDB1) has been confirmed to exert a crucial role in various physiological and pathological processes. In our research,we aim to elucidate the underlying function and mechanisms of LDB1 within the background of T-ALL. Employing short hairpin RNA (shRNA) techniques,we delineated the functional impact of LDB1 in T-ALL cell lines. Through the application of RNA-Seq,CUT&Tag,and immunoprecipitation assays,we scrutinized master transcription factors cooperating with LDB1 and identified downstream targets under LDB1 regulation. LDB1 emerges as a critical transcription factor co-activator in cell lines derived from T-ALL. It primarily collaborates with master transcription factors (ERG,ETV6,IRF1) to cooperatively regulate the transcription of downstream target genes. Both in vitro and in vivo experiments affirm the essential fuction of LDB1 in the proliferation and survival of cell lines derived from T-ALL,with MYB identified as a significant downstream target of LDB1. To sum up,our research establishes the pivotal fuction of LDB1 in the tumorigenesis and progression of T-ALL cell lines. Mechanistic insights reveal that LDB1 cooperates with ERG,ETV6,and IRF1 to modulate the expression of downstream effector genes. Furthermore,LDB1 controls MYB through remote enhancer modulation,providing valuable mechanistic insights into its involvement in the progression of T-ALL. The online version contains supplementary material available at 10.1186/s13046-024-03199-1. View Publication

CRISPR-based genome editing of pseudogene-associated disorders,such as p47 phox -deficient chronic granulomatous disease (p47 CGD),is challenged by chromosomal rearrangements due to presence of multiple targets. We report that interactions between highly homologous sequences that are localized on the same chromosome contribute substantially to post-editing chromosomal rearrangements. We successfully employed editing approaches at the NCF1 gene and its pseudogenes,NCF1B and NCF1C,in a human cell line model of p47 CGD and in patient-derived human hematopoietic stem and progenitor cells. Upon genetic engineering,a droplet digital PCR-based method identified cells with altered copy numbers,spanning megabases from the edited loci. We attributed the high aberration frequency to the interaction between repetitive sequences and their predisposition to recombination events. Our findings emphasize the need for careful evaluation of the target-specific genomic context,such as the presence of homologous regions,whose instability can constitute a risk factor for chromosomal rearrangements upon genome editing. Subject terms: CRISPR-Cas9 genome editing,Targeted gene repair,Haematopoietic stem cells View Publication

Human pluripotent stem cells (hPSCs) have the potential to differentiate into various cell types,including pancreatic insulin-producing β cells,which are crucial for developing therapies for diabetes. However,current methods for directing hPSC differentiation towards pancreatic β-like cells are often inefficient and produce cells that do not fully resemble the native counterparts. Here,we report that highly selective tankyrase inhibitors,such as WIKI4,significantly enhances pancreatic differentiation from hPSCs. Our results show that WIKI4 promotes the formation of pancreatic progenitors that give rise to islet-like cells with improved β-like cell frequencies and glucose responsiveness compared to our standard cultures. These findings not only advance our understanding of pancreatic development,but also provide a promising new tool for generating pancreatic cells for research and potential therapeutic applications. Subject terms: Stem-cell differentiation,Organogenesis,Type 1 diabetes View Publication

In Multiple Sclerosis (MS),inflammatory demyelinated lesions in the brain and spinal cord lead to neurodegeneration and progressive disability. Remyelination can restore fast saltatory conduction and neuroprotection but is inefficient in MS especially with increasing age,and is not yet treatable with therapies. Intrinsic and extrinsic inhibition of oligodendrocyte progenitor cell (OPC) function contributes to remyelination failure,and we hypothesised that the transplantation of ‘improved’ OPCs,genetically edited to overcome these obstacles,could improve remyelination. Here,we edit human(h) embryonic stem cell-derived OPCs to be unresponsive to a chemorepellent released from chronic MS lesions,and transplant them into rodent models of chronic lesions. Edited hOPCs display enhanced migration and remyelination compared to controls,regardless of the host age and length of time post-transplant. We show that genetic manipulation and transplantation of hOPCs overcomes the negative environment inhibiting remyelination,with translational implications for therapeutic strategies for people with progressive MS. Subject terms: Multiple sclerosis,Multiple sclerosis,Regeneration View Publication

Addiction is known to occur through the consumption of substances such as pharmaceuticals,illicit drugs,food,alcohol and tobacco. These addictions can be viewed as drug addiction,resulting from the ingestion of chemical substances contained in them. Multiple neural networks,including the reward system,anti‐reward/stress system and central immune system in the brain,are believed to be involved in the onset of drug addiction. Although various compound evaluations using microelectrode array (MEA) as an in vitro testing methods to evaluate neural activities have been conducted,methods for assessing addiction have not been established. In this study,we aimed to develop an in vitro method for assessing the addiction of compounds,as an alternative to animal experiments,using human iPS cell‐derived dopaminergic neurons with MEA measurements. MEA data before and after chronic exposure revealed specific changes in addictive compounds compared to non‐addictive compounds,demonstrating the ability to estimate addiction of compound. Additionally,conducting gene expression analysis on cultured samples after the tests revealed changes in the expression levels of various receptors (nicotine,dopamine and GABA) due to chronic administration of addictive compounds,suggesting the potential interpretation of these expression changes as addiction‐like responses in MEA measurements. The addiction assessment method using MEA measurements in human iPS cell‐derived dopaminergic neurons conducted in this study proves effective in evaluating addiction of compounds on human neural networks. View Publication

Recombinant adeno-associated viruses (rAAV) are promising for applications in many genome editing techniques through their effectiveness as carriers of DNA homologous donors into primary hematopoietic stem and progenitor cells (HSPCs),but they have many outstanding concerns. Specifically,their biomanufacturing and the variety of factors that influence the quality and consistency of rAAV preps are in question. During the process of rAAV packaging,a cell line is transfected with several DNA plasmids that collectively encode all the necessary information to allow for viral packaging. Ideally,this process results in the packaging of complete viral particles only containing rAAV genomes; however,this is not the case. Through this study,we were able to leverage single-stranded virus (SSV) sequencing,a next-generation sequencing-based method to quantify all DNA species present within rAAV preps. From this,it was determined that much of the DNA within some rAAV preps is not vector-genome derived,and there is wide variability in the contamination by DNA across various preps. Furthermore,we demonstrate that transducing CD34 + HSPCs with preps with higher contaminating DNA resulted in decreased clonogenic potential,altered transcriptomic profiles,and decreased genomic editing. Collectively,this study characterized the effects of DNA contamination within rAAV preps on CD34 + HSPC cellular potential. View Publication