技术资料

UNLABELLED As part of the Multiple Myeloma Research Foundation (MMRF) immune atlas pilot project,we compared immune cells of multiple myeloma bone marrow samples from 18 patients assessed by single-cell RNA sequencing (scRNA-seq),mass cytometry (CyTOF),and cellular indexing of transcriptomes and epitopes by sequencing (CITE-seq) to understand the concordance of measurements among single-cell techniques. Cell type abundances are relatively consistent across the three approaches,while variations are observed in T cells,macrophages,and monocytes. Concordance and correlation analysis of cell type marker gene expression across different modalities highlighted the importance of choosing cell type marker genes best suited to particular modalities. By integrating data from these three assays,we found International Staging System stage 3 patients exhibited decreased CD4+ T/CD8+ T cells ratio. Moreover,we observed upregulation of RAC2 and PSMB9,in natural killer cells of fast progressors compared with those of nonprogressors,as revealed by both scRNA-seq and CITE-seq RNA measurement. This detailed examination of the immune microenvironment in multiple myeloma using multiple single-cell technologies revealed markers associated with multiple myeloma rapid progression which will be further characterized by the full-scale immune atlas project. SIGNIFICANCE scRNA-seq,CyTOF,and CITE-seq are increasingly used for evaluating cellular heterogeneity. Understanding their concordances is of great interest. To date,this study is the most comprehensive examination of the measurement of the immune microenvironment in multiple myeloma using the three techniques. Moreover,we identified markers predicted to be significantly associated with multiple myeloma rapid progression. View Publication

Current Adaptive Immune Receptor Repertoire sequencing (AIRR-seq) using short-read sequencing strategies resolve expressed Ab transcripts with limited resolution of the C region. In this article,we present the near-full-length AIRR-seq (FLAIRR-seq) method that uses targeted amplification by 5' RACE,combined with single-molecule,real-time sequencing to generate highly accurate (99.99%) human Ab H chain transcripts. FLAIRR-seq was benchmarked by comparing H chain V (IGHV),D (IGHD),and J (IGHJ) gene usage,complementarity-determining region 3 length,and somatic hypermutation to matched datasets generated with standard 5' RACE AIRR-seq using short-read sequencing and full-length isoform sequencing. Together,these data demonstrate robust FLAIRR-seq performance using RNA samples derived from PBMCs,purified B cells,and whole blood,which recapitulated results generated by commonly used methods,while additionally resolving H chain gene features not documented in IMGT at the time of submission. FLAIRR-seq data provide,for the first time,to our knowledge,simultaneous single-molecule characterization of IGHV,IGHD,IGHJ,and IGHC region genes and alleles,allele-resolved subisotype definition,and high-resolution identification of class switch recombination within a clonal lineage. In conjunction with genomic sequencing and genotyping of IGHC genes,FLAIRR-seq of the IgM and IgG repertoires from 10 individuals resulted in the identification of 32 unique IGHC alleles,28 (87%) of which were previously uncharacterized. Together,these data demonstrate the capabilities of FLAIRR-seq to characterize IGHV,IGHD,IGHJ,and IGHC gene diversity for the most comprehensive view of bulk-expressed Ab repertoires to date. View Publication

SLC15A4 is an endolysosome-resident transporter linked with autoinflammation and autoimmunity. Specifically,SLC15A4 is critical for Toll-like receptors (TLRs) 7-9 as well as nucleotide-binding oligomerization domain-containing protein (NOD) signaling in several immune cell subsets. Notably,SLC15A4 is essential for the development of systemic lupus erythematosus in murine models and is associated with autoimmune conditions in humans. Despite its therapeutic potential,the availability of quality chemical probes targeting SLC15A4 functions is limited. In this study,we used an integrated chemical proteomics approach to develop a suite of chemical tools,including first-in-class functional inhibitors,for SLC15A4. We demonstrate that these inhibitors suppress SLC15A4-mediated endolysosomal TLR and NOD functions in a variety of human and mouse immune cells; we provide evidence of their ability to suppress inflammation in vivo and in clinical settings; and we provide insights into their mechanism of action. Our findings establish SLC15A4 as a druggable target for the treatment of autoimmune and autoinflammatory conditions. View Publication

Alveolar macrophages (AM) perform a primary defense mechanism in the lung through phagocytosis of inhaled particles and microorganisms. AM are known to be relatively immunosuppressive consistent with the aim to limit alveolar inflammation and maintain effective gas exchange in the face of these constant challenges. How AM respond to T cell derived cytokine signals,which are critical to the defense against inhaled pathogens,is less well understood. For example,successful containment of Mycobacterium tuberculosis (Mtb) in lung macrophages is highly dependent on IFN-$\gamma$ secreted by Th-1 lymphocytes,however,the proteomic IFN-$\gamma$ response profile in AM remains mostly unknown. In this study,we measured IFN-$\gamma$ induced protein abundance changes in human AM and autologous blood monocytes (MN). AM cells were activated by IFN-$\gamma$ stimulation resulting in STAT1 phosphorylation and production of MIG/CXCL9 chemokine. However,the global proteomic response to IFN-$\gamma$ in AM was dramatically limited in comparison to that of MN (9 AM vs 89 MN differentially abundant proteins). AM hypo-responsiveness was not explained by reduced JAK-STAT1 signaling nor increased SOCS1 expression. These findings suggest that AM have a tightly regulated response to IFN-$\gamma$ which may prevent excessive pulmonary inflammation but may also provide a niche for the initial survival and growth of Mtb and other intracellular pathogens in the lung. View Publication

The purpose of these studies was to develop and characterize B-cell maturation antigen (BCMA)-specific peptide-encapsulated nanoparticle formulations to efficiently evoke BCMA-specific CD8+ cytotoxic T lymphocytes (CTL) with poly-functional immune activities against multiple myeloma (MM). Heteroclitic BCMA72-80 [YLMFLLRKI] peptide-encapsulated liposome or poly(lactic-co-glycolic acid) (PLGA) nanoparticles displayed uniform size distribution and increased peptide delivery to human dendritic cells,which enhanced induction of BCMA-specific CTL. Distinct from liposome-based nanoparticles,PLGA-based nanoparticles demonstrated a gradual increase in peptide uptake by antigen-presenting cells,and induced BCMA-specific CTL with higher anti-tumor activities (CD107a degranulation,CTL proliferation,and IFN-$\gamma$/IL-2/TNF-$\alpha$ production) against primary CD138+ tumor cells and MM cell lines. The improved functional activities were associated with increased Tetramer+/CD45RO+ memory CTL,CD28 upregulation on Tetramer+ CTL,and longer maintenance of central memory (CCR7+ CD45RO+) CTL,with the highest anti-MM activity and less differentiation into effector memory (CCR7- CD45RO+) CTL. These results provide the framework for therapeutic application of PLGA-based BCMA immunogenic peptide delivery system,rather than free peptide,to enhance the induction of BCMA-specific CTL with poly-functional Th1-specific anti-MM activities. These results demonstrate the potential clinical utility of PLGA nanotechnology-based cancer vaccine to enhance BCMA-targeted immunotherapy against myeloma. View Publication

Umbilical cord blood (UCB) transplants in adults have slower hematopoietic recovery compared to bone marrow (BM) or peripheral blood (PB) stem cells mainly due to low number of total nucleated cells and hematopoietic stem and progenitor cells (HSPC). As such in this study,we aimed to perform ex vivo expansion of UCB HSPC from non-enriched mononucleated cells (MNC) using novel azole-based small molecules. Freshly-thawed UCB-MNC were cultured in expansion medium supplemented with small molecules and basal cytokine cocktail. The effects of the expansion protocol were measured based on in vitro and in vivo assays. The proprietary library of {\textgreater}50 small molecules were developed using structure-activity-relationship studies of SB203580,a known p38-MAPK inhibitor. A particular analog,C7,resulted in 1,554.1 ± 27.8-fold increase of absolute viable CD45+ CD34+ CD38- CD45RA- progenitors which was at least 3.7-fold higher than control cultures (p {\textless} .001). In depth phenotypic analysis revealed {\textgreater}600-fold expansion of CD34+ /CD90+ /CD49f+ rare HSPCs coupled with significant (p {\textless} .01) increase of functional colonies from C7 treated cells. Transplantation of C7 expanded UCB grafts to immunodeficient mice resulted in significantly (p {\textless} .001) higher engraftment of human CD45+ and CD45+ CD34+ cells in the PB and BM by day 21 compared to non-expanded and cytokine expanded grafts. The C7 expanded grafts maintained long-term human multilineage chimerism in the BM of primary recipients with sustained human CD45 cell engraftment in secondary recipients. In conclusion,a small molecule,C7,could allow for clinical development of expanded UCB grafts without pre-culture stem cell enrichment that maintains in vitro and in vivo functionality. Stem Cells Translational Medicine 2018;7:376-393. View Publication

The microbes in the gastrointestinal tract are separated from the host by a single layer of intestinal epithelial cells (IECs) that plays pivotal roles in maintaining homeostasis by absorbing nutrients and providing a physical and immunological barrier to potential pathogens. Preservation of homeostasis requires the crosstalk between the epithelium and the microbial environment. One epithelial-driven innate immune mechanism that participates in host-microbe communication involves the release of reactive oxygen species (ROS),such as hydrogen peroxide (H2O2),toward the lumen. Phagocytes produce high amounts of ROS which is critical for microbicidal functions; the functional contribution of epithelial ROS,however,has been hindered by the lack of methodologies to reliably quantify extracellular release of ROS. Here,we used a modified Amplex Red assay to investigate the inflammatory and microbial regulation of IEC-generated H2O2 and the potential role of Duox2,a NADPH oxidase that is an important source of H2O2. We found that colonoids respond to interferon-$\gamma$ and flagellin by enhancing production of H2O2 in a Duox2-mediated fashion. To extend these findings,we analyzed ex vivo production of H2O2 by IECs after acute and chronic inflammation,as well as after exposure to dysbiotic microbiota. While acute inflammation did not induce a significant increase in epithelial-driven H2O2,chronic inflammation caused IECs to release higher levels of H2O2. Furthermore,colonization of germ-free mice with dysbiotic microbiota from mice or patients with IBD resulted in increased H2O2 production compared with healthy controls. Collectively,these data suggest that IECs are capable of H2O2 production during chronic inflammation and dysbiotic states. Our results provide insight into luminal production of H2O2 by IECs as a read-out of innate defense by the mucosa. View Publication

We introduce machine learning (ML) to perform classification and quantitation of images of nuclei from human blood neutrophils. Here we assessed the use of convolutional neural networks (CNNs) using free,open source software to accurately quantitate neutrophil NETosis,a recently discovered process involved in multiple human diseases. CNNs achieved {\textgreater}94{\%} in performance accuracy in differentiating NETotic from non-NETotic cells and vastly facilitated dose-response analysis and screening of the NETotic response in neutrophils from patients. Using only features learned from nuclear morphology,CNNs can distinguish between NETosis and necrosis and between distinct NETosis signaling pathways,making them a precise tool for NETosis detection. Furthermore,by using CNNs and tools to determine object dispersion,we uncovered differences in NETotic nuclei clustering between major NETosis pathways that is useful in understanding NETosis signaling events. Our study also shows that neutrophils from patients with sickle cell disease were unresponsive to one of two major NETosis pathways. Thus,we demonstrate the design,performance,and implementation of ML tools for rapid quantitative and qualitative cell analysis in basic science. View Publication

Despite the clinical success of cancer immunotherapies,the majority of patients fail to respond or develop resistance through disruption of pathways that promote neo-antigen presentation on MHC I molecules. Here,we conducted a series of unbiased,genome-wide CRISPR/Cas9 screens to identify genes that limit natural killer (NK) cell anti-tumor activity. We identified that genes associated with antigen presentation and/or interferon-$\gamma$ (IFN-$\gamma$) signaling protect tumor cells from NK cell killing. Indeed,Jak1-deficient melanoma cells were sensitized to NK cell killing through attenuated NK cell-derived IFN-$\gamma$-driven transcriptional events that regulate MHC I expression. Importantly,tumor cells that became resistant to T cell killing through enrichment of MHC I-deficient clones were highly sensitive to NK cell killing. Taken together,we reveal the genes targeted by tumor cells to drive checkpoint blockade resistance but simultaneously increase their vulnerability to NK cells,unveiling NK cell-based immunotherapies as a strategy to antagonize tumor immune escape. View Publication

AIM OF THE STUDY Human breast milk reduces the risk and severity of necrotizing enterocolitis (NEC). Exosomes are extracellular vesicles (EVs) found in high concentrations in milk,and they mediate intercellular communication and immune responses. The aim of this study is to compare the protective effects of exosomes that are derived from different time periods of breast milk production against intestinal injury using an ex vivo intestinal organoid model. METHODS Colostrum,transitional and mature breast milk samples from healthy lactating mothers were collected. Exosomes were isolated using serial ultracentrifugation and filtration. Exosomes' presence was confirmed using transmission electron microscopy (TEM) and western blot. To form the intestinal organoids,terminal ileum was harvested from neonatal mice pups at postnatal day 9,crypts were isolated and organoids were cultured in matrigel. Organoids were either cultured with exposure to lipopolysaccharide (LPS),or in treatment groups where both LPS and exosomes were added in the culturing medium. Inflammatory markers and organoids viability were evaluated. MAIN RESULTS Human milk-derived exosomes were successfully isolated and characterized. LPS administration reduced the size of intestinal organoids,induced inflammation through increasing TNF$\alpha$ and TLR4 expression,and stimulated intestinal regeneration. Colostrum,transitional and mature human milk-derived exosome treatment all prevented inflammatory injury,while exosomes derived from colostrum were most effective at reducing inflammatory cytokine. CONCLUSIONS Human breast milk-derived exosomes were able to protect intestine organoids against epithelial injury induced by LPS. Colostrum exosomes offer the best protective effect among the breast-milk derived exosomes. Human milk exosomes can be protective against the development of intestinal injury such as that seen in NEC. View Publication

Therapeutic drug monitoring is routinely performed to maintain optimal tacrolimus concentrations in kidney transplant recipients. Nonetheless,toxicity and rejection still occur within an acceptable concentration-range. To have a better understanding of the relationship between tacrolimus dose,tacrolimus concentration,and its effect on the target cell,we developed functional immune tests for the quantification of the tacrolimus effect. Twelve healthy volunteers received a single dose of tacrolimus,after which intracellular and whole blood tacrolimus concentrations were measured and were related to T cell functionality. A significant correlation was found between tacrolimus concentrations in T cells and whole blood concentrations (r = 0.71,p = 0.009),while no correlation was found between tacrolimus concentrations in peripheral blood mononuclear cells (PBMCs) and whole blood (r = 0.35,p = 0.27). Phytohemagglutinin (PHA) induced the production of IL-2 and IFN$\gamma$,as well as the inhibition of CD71 and CD154 expression on T cells at 1.5 h post-dose,when maximum tacrolimus levels were observed. Moreover,the in vitro tacrolimus effect of the mentioned markers corresponded with the ex vivo effect after dosing. In conclusion,our results showed that intracellular tacrolimus concentrations mimic whole blood concentrations,and that PHA-induced cytokine production (IL-2 and IFN$\gamma$) and activation marker expression (CD71 and CD154) are suitable readout measures to measure the immunosuppressive effect of tacrolimus on the T cell. View Publication

Mesenchymal stem cells (MSCs) in bone marrow and adipose tissues are expected to be effective tools for regenerative medicine to treat various diseases. To obtain MSCs that possess both high differentiation and tissue regenerative potential,it is necessary to establish an isolation system that does not require long-term culture. It has previously been reported that the cytoskeletal protein vimentin,expressed on the surfaces of multiple cell types,possesses N-acetylglucosamine- (GlcNAc-) binding activity. Therefore,we tried to exploit this interaction to efficiently isolate MSCs from rat bone marrow cells using GlcNAc-bearing polymer-coated dishes. Cells isolated by this method were identified as MSCs because they were CD34-,CD45-,and CD11b/c-negative and CD90-,CD29-,CD44-,CD54-,CD73-,and CD105-positive. Osteoblast,adipocyte,and chondrocyte differentiation was observed in these cells. In total,yields of rat MSCs were threefold to fourfold higher using GlcNAc-bearing polymer-coated dishes than yields using conventional tissue-culture dishes. Interestingly,MSCs isolated with GlcNAc-bearing polymer-coated dishes strongly expressed CD106,whereas those isolated with conventional tissue-culture dishes had low CD106 expression. Moreover,senescence-associated $\beta$-galactosidase activity in MSCs from GlcNAc-bearing polymer-coated dishes was lower than that in MSCs from tissue-culture dishes. These results establish an improved isolation method for high-quality MSCs. View Publication