The dopaminergic system has key roles in human physiology and is implicated in a broad range of neurological and neuropsychiatric conditions that are increasingly investigated using induced pluripotent stem cell-derived midbrain models. To determine similarities of such models to human systems, here we undertake single-cell and spatial profiling of first and second trimester fetal midbrain and compare it to in vitro midbrain models. Histological examination reveals that, by the second trimester, fetal midbrain tissue exhibits structural complexity comparable to that of adults. At the molecular level, single-cell profiling uncovers differences in cellular composition across models, with brain organoids most closely resembling late first trimester tissue - an observation supported by meta-integration of existing midbrain datasets. By reconstructing developmental trajectories of neuronal and astrocytic lineages, we map gene expression dynamics associated with maturation. Importantly, integration of spatial transcriptomics provides critical context for aligning organoid models, revealing that their spatial organization and intercellular signaling resemble the architecture and microenvironment of the second trimester midbrain. Ultimately, we leverage our findings to study Dopamine Transporter Deficiency Syndrome progression in patient-derived midbrain organoids, validating their relevance. Understanding the extent of human tissue recapitulation in midbrain laboratory models is essential to justify their use as biological proxies.
The dopaminergic system has key roles in human physiology and is implicated in a broad range of neurological and neuropsychiatric conditions that are increasingly investigated using induced pluripotent stem cell-derived midbrain models. To determine the similarity of such models to human systems, we undertook single cell and spatial profiling of first and second trimester fetal midbrain and compared it to in vitro midbrain models. Our initial histological analysis of second trimester fetal midbrain revealed structural complexity already similar to that of adult tissue, although this similarity did not fully extend to transcriptional activity. Moreover, we show that in vitro models recapitulate the transcriptional activity of late first trimester fetal midbrain, while 3D models replicate the spatial organization and cellular microenvironments of first and second trimester fetal midbrain. Understanding the extent of human tissue recapitulation in midbrain laboratory models is essential to justify their use as biological proxies. ### Competing Interest Statement M.A.K. is a founder of, and consultant to Bloomsbury Genetic Therapies. She has received honoraria from PTC for sponsored symposia and provided consultancy. All other authors declare no conflict of interest.
The use of induced pluripotent stem cells (iPSC) as models for development and human disease has enabled the study of otherwise inaccessible tissues. A remaining challenge in developing reliable models is our limited understanding of the factors driving irregular differentiation of iPSCs, particularly the impact of acquired somatic mutations. We leveraged data from a pooled dopaminergic neuron differentiation experiment of 238 iPSC lines profiled with single-cell RNA and whole-exome sequencing to study how somatic mutations affect differentiation outcomes. We found that deleterious somatic mutations in key developmental genes, notably the BCOR gene, are strongly associated with failure in dopaminergic neuron differentiation and a larger proliferation rate in culture. We further identified broad differences in cell type composition between incorrectly and successfully differentiating lines, as well as significant changes in gene expression contributing to the inhibition of neurogenesis. Our work calls for caution in interpreting differentiation-related phenotypes in disease-modeling experiments.
Differentiation of induced pluripotent stem cells (iPSC) towards different neuronal lineages has enabled diverse cellular models of human neurodevelopment and related disorders. However, in vitro differentiation is a variable process that frequently leads to heterogeneous cell populations that may confound disease-relevant phenotypes. To characterize the baseline and diversity of cortical neurodevelopment in vitro , we differentiated iPSC lines from multiple healthy donors to cortical neurons and profiled the transcriptomes of 60,000 single cells across three timepoints spanning 70 days. We compared the cell types observed in vitro to those seen in vivo and in organoid cultures to assess how well iPSC-derived cells recapitulate neurodevelopment in vivo . We found that over 60% of the cells resembled those seen in the fetal brain with high confidence, while 28% represented metabolically abnormal cell states and broader neuronal classes observed in organoids. Further, we used high-content imaging to quantify morphological phenotypes of the differentiating neurons across the same time points using Cell Painting. By modeling the relationship between image-based features and gene expression, we compared cell type- and donor-specific effects across the two modalities at single cell resolution. We found that while morphological features capture broader neuronal classes than scRNA-seq, they enhance our ability to quantify the biological processes that drive neuronal differentiation over time, such as mitochondrial function and cell cycle. Finally, we show that iPSC-derived cortical neurons are a relevant model for a range of brain-related complex traits. Taken together, we provide a comprehensive molecular atlas of human cortical neuron development in vitro that introduces a relevant framework for disease modeling.
We recently described a low-affinity second-generation CD19 chimeric antigen receptor (CAR) CAT that showed enhanced expansion, cytotoxicity, and antitumor efficacy compared with the high-affinity (FMC63-based) CAR used in tisagenlecleucel, in preclinical models. Furthermore, CAT demonstrated an excellent toxicity profile, enhanced in vivo expansion, and long-term persistence in a phase 1 clinical study. To understand the molecular mechanisms behind these properties of CAT CART cells, we performed a systematic in vitro characterization of the transcriptomic (RNA sequencing) and protein (cytometry by time of flight) changes occurring in T cells expressing low-affinity vs high-affinity CD19 CARs following stimulation with CD19-expressing cells. Our results show that CAT CAR T cells exhibit enhanced activation to CD19 stimulation and a distinct transcriptomic and protein profile, with increased activation and cytokine polyfunctionality compared with FMC63 CART cells. We demonstrate that the enhanced functionality of low-affinity CAT CART cells is a consequence of an antigen-dependent priming induced by residual CD19-expressing B cells present in the manufacture.
The use of induced pluripotent stem cells (iPSC) as models for development and human disease has enabled the study of otherwise inaccessible tissues. A remaining challenge in developing reliable models is our limited understanding of the factors driving irregular in vitro differentiation of iPSCs, particularly the impact of acquired somatic mutations. We leveraged data from a pooled dopaminergic neuron differentiation experiment of 238 iPSC lines profiled with single-cell and whole-exome sequencing to study how somatic mutations affect differentiation outcomes. Differentiation was tracked at three time points corresponding to neural progenitors, early neurons and mature neurons. We found that deleterious somatic mutations in key developmental genes, notably the BCOR gene, are strongly associated with failure in dopaminergic neuron differentiation, with lines carrying such mutations also showing larger proliferation rate in culture. We further identified broad differences in cell type composition between failed and successfully differentiating lines, as well as significant changes in gene expression contributing to the inhibition of neurogenesis, a functional process also targeted by deleterious mutations in failed lines. Our work highlights the need to routinely measure the burden of deleterious mutations in iPSC lines and calls for caution in interpreting differentiation-related phenotypes in disease-modelling experiments.
We have recently described a low-affinity second-generation anti-CD19 Chimeric Antigen Receptor (CAR) (CAT), characterized by faster antigen dissociation rate which showed enhanced expansion, cytotoxicity and anti-tumour efficacy compared with the high affinity (FMC63 based) CAR used in Tisagenlecleucel in pre-clinical models. Furthermore, CAT CAR T cells showed an excellent toxicity profile, enhanced in vivo expansion and long-term persistence in a Phase I clinical study (Ghorashian et al Nature Med 2019). However the molecular mechanisms behind the improved properties of CAT CAR T cells remain unknown. Herein, we performed a systematic in vitro characterization of the transcriptomic (bulk RNA-seq) and protein (CyTOF) changes occurring in CAR T cells expressing a low-affinity (CAT) vs high affinity (FMC63) anti-CD19 CARs following stimulation with CD19 expressing targets. Untransduced (UT) controls and T cells lentivirally transduced to express CAT or FMC63 CD19 CARs were compared both at baseline and following stimulation with CD19+ Acute Lymphoblastic Leukaemia cell line NALM6. In Principal Component Analysis for both RNA-seq and protein results, we found that the major variance across conditions was explained by CD19-mediated CAR T activation. Strikingly, unstimulated CAT CAR T cells showed an intermediate degree of activation between UT T cells and antigen stimulated CAR T cells. Indeed, when comparing RNA-seq results of unstimulated CAT vs FMC63, we found enhanced expression (FDR <0.1) of genes involved in cytotoxicity (GNLY, GZMK) and T cell activation (HLA-DRA and HLA-DPA1) (Figure 1a), confirmed at protein level by CyTOF. This "activation priming" observed in CAT CAR T cells was associated with and may be driven by residual CD19-expressing B-cells present in the manufacture product, preferentially inducing a T Central Memory (TCM) phenotype in CAT vs FMC63, in both CD4 and CD8 T cells. Such priming is likely to be instrumental to CAT CAR T cells more potent cytotoxic response upon NALM6 stimulation, when they displayed further increase in the expression of immune stimulatory cytokines (IFNG, CSF2), chemokines (CCL3L1, CCL4, CXCL8) and IFNg responsive genes (CIITA) by RNA-seq, as well as augmented T cell activation (CD25, NFAT1) and proliferation (pRB) markers by CyTOF. To identify the mechanisms underlying the stronger basal activation of CAT CAR T cells, we analysed cytokine expression at the single cell level by mass cytometry. Interestingly, rather than an increment in the expression of individual cytokines, we found that the distinctive feature of CAT CAR T cells was a shift toward a cytokine polyfunctional phenotype, with a marked increase in the proportion of cells co-expressing 3 or more cytokines (17.50% CAT vs 7.33% FMC63) (Figure 1b). Of note, cytokine polyfunctionality (expression of more than 1 cytokine/cell) in pre-infusion CAR T cell products has been associated to improved clinical efficacy. The functional phenotype observed in CAT CAR T cells was linked to the preferential activation of the p38 MAPK phospo-signalling, which is activated downstream of TCR CD3ζ chain (present in the CARs) but is also central to cytokine-dependent T cell activation in memory T cells. Interestingly, cytokine polyfunctional CAT CAR T cells were enriched in the CD3+CD19+ trogocytic (trog+) population, found at higher proportion in CAT vs FMC63 at 24h post antigen stimulation. Although trogocytosis has been associated to CAR T cell fratricide killing, trog+ CAT CAR T cells displayed higher levels of proliferation (pRB), activation (CD25, NFAT1) and cytotoxic (Granzyme B, Perforin B) markers, pointing at a stimulatory role of trogocytosis over fratricide killing, potentially due to the low-affinity CAR T cells distinctive property of better discriminating between low (trog+ CAR T cells) and high (tumour cells) target expression levels. In conclusion, we described the molecular mechanisms underlying the low affinity CAT CAR T cells functional phenotype. Our results show that the potent and long-term anti-tumour responses observed with CAT may be sustained by the establishment of CAR T cells self-reinforcing circuits activated through polyfunctional cytokine crosstalk. This work may inform the future design of versatile CAR T cells, capable of balancing safety, efficacy and long-term persistence. Disclosures Ghorashian: Amgen: Honoraria; UCLB: Patents & Royalties; Novartis: Honoraria. Pule:Autolus: Current Employment, Other: owns stock in and receives royalties, Patents & Royalties; UCLB: Patents & Royalties; Mana Therapeutics: Other: entitled to share of revenue from patents filed by UCL.
There is a specific COPD phenotype known as ‘frequent exacerbator’. Many of the exacerbations suffered by these patients are severe and require hospitalization (SFECOPD). In a previous study we analyzed the transcriptomic characteristics found in the blood of SFECOPD patients recruited in different hospitals. However, results were very heterogeneous. Our present AIM was to analyze the genetic expression profile in the blood of SFECOPD patients from a single center, where hospitalization requires strict objective criteria. Methods: 20 COPD patients (half of them with SFECOPD, >3 hospitalizations in the previous year) from a referral center were included, and blood samples were obtained and processed for the transcriptomic analysis. Results: SFECOPD showed changes in the expression (FDR<10%) of >1500 genes, 60 of them showing a full change >50%. Those genes encoding transmembrane proteins TMEM176 A & B and KIR2DS4 (detection-destruction of ‘abnormal cells’, Δ -370%, -300% & +260%, respectively), cell adhesion molecule CEACAM6 (Δ+160%, increase in susceptibility to bacterial infections), as well as proteases CTSG & ELANE, defensines DEFA 3 & 4, and RNASE3 (Δ+130 to +140%, all of them with antibacterial activity) stood out among them. Moreover, GO analysis also revealed that pathways most significantly involved in changes were immune responses against bacteria and fungi (5 genes each; OR 89 and 67, respectively), and those mediated by antimicrobial peptides (6 genes, OR 48). Conclusion: Blood of SFECOPD exhibits a differentiated expression profile, which is mainly characterized by changes in genes related with the immune response against infections. Funded SAF2014-54371, Menarini, SEPAR 15 & 16
BackgroundMapping the genetic component of molecular mechanisms responsible for the reduced penetrance (RP) of rare disorders constitutes one of the most challenging problems in human genetics. Heritable pulmonary arterial hypertension (PAH) is one such disorder characterised by rare mutations mostly occurring in the bone morphogenetic protein receptor type 2 (BMPR2) gene and a wide heterogeneity of penetrance modifier mechanisms. Here, we analyse 32 genotyped individuals from a large Iberian family of 65 members, including 22 carriers of the pathogenic BMPR2 mutation c.1472G>A (p.Arg491Gln), 8 of them diagnosed with PAH by right-heart catheterisation, leading to an RP rate of 36.4%.MethodsWe performed a linkage analysis on the genotyping data to search for genetic modifiers of penetrance. Using functional genomics data, we characterised the candidate region identified by linkage analysis. We also predicted the haplotype segregation within the family.ResultsWe identified a candidate chromosome region in 2q24.3, 38 Mb upstream from BMPR2, with significant linkage (LOD=4.09) under a PAH susceptibility model. This region contains common variants associated with vascular aetiology and shows functional evidence that the putative genetic modifier is located in the upstream distal promoter of the fidgetin (FIGN) gene.ConclusionOur results suggest that the genetic modifier acts through FIGN transcriptional regulation, whose expression variability would contribute to modulating heritable PAH. This finding may help to advance our understanding of RP in PAH across families sharing the p.Arg491Gln pathogenic mutation in BMPR2.
Summary Genomewide position-specific scores, such as those estimating conservation, constraint, fitness or mutation tolerance, are ubiquitous in current genome analyses. The diversity of sources and formats of these scores, as well as their size, increase the burden to use them. We present GenomicScores, a Bioconductor package that provides efficient storage and seamless access of genomewide position-specific scores from R, facilitating their use in genome analysis workflows. Availability and implementation GenomicScores is implemented in R and available at https://bioconductor.org/packages/GenomicScores under the open source 'Artistic-2.0' license. Supplementary information Supplementary data are available at Bioinformatics online.
Chronic obstructive pulmonary disease (COPD) is an entity with a heterogeneous presentation. For this reason, attempts have been made to characterize different phenotypes and endotypes to enable a more individualized approach. The aim of the Biomarkers in COPD (BIOMEPOC) project is to identify useful biomarkers in blood to improve the characterization of patients. Clinical data and blood samples from a group of patients and healthy controls will be analyzed. The project will consist of an exploration phase and a validation phase. Analytical parameters in blood will be determined using standard techniques and certain 'omics' (transcriptomics, proteomics, and metabolomics). The former will be hypothesis-driven, whereas the latter will be exploratory. Finally, a multilevel analysis will be conducted. Currently, 269 patients and 83 controls have been recruited, and sample processing is beginning. Our hope is to use the results to identify new biomarkers that, alone or combined, will allow a better characterization of patients. (C) 2018 SEPAR. Published by Elsevier Espana, S.L.U. All rights reserved.
Robert Castelo合作论文数Pompeu Fabra University (UPF), Barcelona, spain.4