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1.
Cell Stem Cell ; 30(9): 1262-1281.e8, 2023 09 07.
Artigo em Inglês | MEDLINE | ID: mdl-37582363

RESUMO

RNA splicing factors are recurrently mutated in clonal blood disorders, but the impact of dysregulated splicing in hematopoiesis remains unclear. To overcome technical limitations, we integrated genotyping of transcriptomes (GoT) with long-read single-cell transcriptomics and proteogenomics for single-cell profiling of transcriptomes, surface proteins, somatic mutations, and RNA splicing (GoT-Splice). We applied GoT-Splice to hematopoietic progenitors from myelodysplastic syndrome (MDS) patients with mutations in the core splicing factor SF3B1. SF3B1mut cells were enriched in the megakaryocytic-erythroid lineage, with expansion of SF3B1mut erythroid progenitor cells. We uncovered distinct cryptic 3' splice site usage in different progenitor populations and stage-specific aberrant splicing during erythroid differentiation. Profiling SF3B1-mutated clonal hematopoiesis samples revealed that erythroid bias and cell-type-specific cryptic 3' splice site usage in SF3B1mut cells precede overt MDS. Collectively, GoT-Splice defines the cell-type-specific impact of somatic mutations on RNA splicing, from early clonal outgrowths to overt neoplasia, directly in human samples.


Assuntos
Síndromes Mielodisplásicas , Sítios de Splice de RNA , Humanos , Multiômica , Splicing de RNA/genética , Síndromes Mielodisplásicas/genética , Síndromes Mielodisplásicas/metabolismo , Fatores de Processamento de RNA/genética , Fatores de Processamento de RNA/metabolismo , Mutação/genética , Fosfoproteínas/genética , Fosfoproteínas/metabolismo
2.
Nat Genet ; 54(10): 1514-1526, 2022 10.
Artigo em Inglês | MEDLINE | ID: mdl-36138229

RESUMO

Somatic mutations in cancer genes have been detected in clonal expansions across healthy human tissue, including in clonal hematopoiesis. However, because mutated and wild-type cells are admixed, we have limited ability to link genotypes with phenotypes. To overcome this limitation, we leveraged multi-modality single-cell sequencing, capturing genotype, transcriptomes and methylomes in progenitors from individuals with DNMT3A R882 mutated clonal hematopoiesis. DNMT3A mutations result in myeloid over lymphoid bias, and an expansion of immature myeloid progenitors primed toward megakaryocytic-erythroid fate, with dysregulated expression of lineage and leukemia stem cell markers. Mutated DNMT3A leads to preferential hypomethylation of polycomb repressive complex 2 targets and a specific CpG flanking motif. Notably, the hypomethylation motif is enriched in binding motifs of key hematopoietic transcription factors, serving as a potential mechanistic link between DNMT3A mutations and aberrant transcriptional phenotypes. Thus, single-cell multi-omics paves the road to defining the downstream consequences of mutations that drive clonal mosaicism.


Assuntos
Hematopoiese Clonal , DNA (Citosina-5-)-Metiltransferases , DNA Metiltransferase 3A/genética , DNA (Citosina-5-)-Metiltransferases/genética , Metilases de Modificação do DNA/genética , Hematopoese/genética , Humanos , Mutação , Complexo Repressor Polycomb 2/genética
3.
Cell Rep ; 31(9): 107688, 2020 06 02.
Artigo em Inglês | MEDLINE | ID: mdl-32492433

RESUMO

Leukemia stem cells (LSCs) are believed to have more distinct vulnerabilities than the bulk acute myeloid leukemia (AML) cells, but their rarity and the lack of universal markers for their prospective isolation hamper their study. We report that genetically clonal induced pluripotent stem cells (iPSCs) derived from an AML patient and characterized by exceptionally high engraftment potential give rise, upon hematopoietic differentiation, to a phenotypic hierarchy. Through fate-tracking experiments, xenotransplantation, and single-cell transcriptomics, we identify a cell fraction (iLSC) that can be isolated prospectively by means of adherent in vitro growth that resides on the apex of this hierarchy and fulfills the hallmark features of LSCs. Through integrative genomic studies of the iLSC transcriptome and chromatin landscape, we derive an LSC gene signature that predicts patient survival and uncovers a dependency of LSCs, across AML genotypes, on the RUNX1 transcription factor. These findings can empower efforts to therapeutically target AML LSCs.


Assuntos
Subunidade alfa 2 de Fator de Ligação ao Core/metabolismo , Leucemia Mieloide Aguda/patologia , Animais , Diferenciação Celular , Linhagem Celular , Cromatina/metabolismo , Subunidade alfa 2 de Fator de Ligação ao Core/antagonistas & inibidores , Subunidade alfa 2 de Fator de Ligação ao Core/genética , Regulação da Expressão Gênica , Heterogeneidade Genética , Células-Tronco Hematopoéticas/citologia , Células-Tronco Hematopoéticas/metabolismo , Humanos , Células-Tronco Pluripotentes Induzidas/citologia , Células-Tronco Pluripotentes Induzidas/metabolismo , Leucemia Mieloide Aguda/metabolismo , Cadeias de Markov , Camundongos , Camundongos Endogâmicos NOD , Camundongos SCID , Fenótipo , Interferência de RNA , RNA Interferente Pequeno/metabolismo , RNA-Seq , Análise de Célula Única
4.
Semin Thorac Cardiovasc Surg ; 32(3): 445-453, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-31682905

RESUMO

Injectable hydrogels are known to attenuate left-ventricular (LV) remodeling following myocardial infarction (MI), dependent on material mechanical properties. The effect of hydrogel injection on ischemic mitral regurgitation (IMR) resultant from LV remodeling remains relatively unexplored. This study uses multiple imaging methods to evaluate the efficacy of injectable hydrogels with tunable modulus to prevent post-MI development of IMR. Posterolateral MI was induced in 20 sheep with subsequent epicardial injection of saline (control (MI); n = 7), soft hydrogel (guest-host crosslinking, modulus <1 kPa, n = 7), or stiff hydrogel (dual-crosslinking, modulus = 41.4 ± 4.3 kPa, n = 6) within the infarct region and 8-week follow-up. IMR and valve geometry were assessed by echocardiography. LV geometry (long-axis dimension, posterior chordae length) and ventricular flow dynamics were assessed by magnetic resonance imaging. IMR developed in MI controls at 8 weeks and was attenuated with hydrogel treatment (IMR grade for MI: 1.86 ± 0.69; guest-host crosslinking: 1.29 ± 1.11; dual-crosslinking: 0.50 ± 0.55, P = 0.02 vs MI). Tethering of the posterior leaflet increased in MI controls, but not with stiff hydrogel treatment. Across cohorts, IMR was correlated with changes in the long-axis dimension (Spearman R = 0.77) and posterior chordae length (Spearman R = 0.64). Intraventricular flow dynamics were highly disturbed in MI controls, but stiff hydrogel treatment normalized flow patterns and reduced the prevalence of large (≥2+ MR, >5 mL) regurgitant volumes. Injectable hydrogels attenuated subvalvular remodeling and leaflet tethering, preventing IMR development and normalizing LV flow dynamics. Hydrogels with a supraphysiological modulus yielded best outcomes.


Assuntos
Hemodinâmica , Ácido Hialurônico/administração & dosagem , Insuficiência da Valva Mitral/terapia , Valva Mitral/fisiopatologia , Infarto do Miocárdio/terapia , Função Ventricular Esquerda , Remodelação Ventricular , Animais , Modelos Animais de Doenças , Módulo de Elasticidade , Ácido Hialurônico/análogos & derivados , Ácido Hialurônico/química , Hidrogéis , Injeções , Masculino , Valva Mitral/diagnóstico por imagem , Insuficiência da Valva Mitral/diagnóstico por imagem , Insuficiência da Valva Mitral/etiologia , Insuficiência da Valva Mitral/fisiopatologia , Infarto do Miocárdio/complicações , Infarto do Miocárdio/diagnóstico por imagem , Infarto do Miocárdio/fisiopatologia , Recuperação de Função Fisiológica , Carneiro Doméstico
5.
Cell Syst ; 10(1): 52-65.e7, 2020 01 22.
Artigo em Inglês | MEDLINE | ID: mdl-31668800

RESUMO

Cancer evolution poses a central obstacle to cure, as resistant clones expand under therapeutic selection pressures. Genome sequencing of relapsed disease can nominate genomic alterations conferring resistance but sample collection lags behind, limiting therapeutic innovation. Genome-wide screens offer a complementary approach to chart the compendium of escape genotypes, anticipating clinical resistance. We report genome-wide open reading frame (ORF) resistance screens for first- and third-generation epidermal growth factor receptor (EGFR) inhibitors and a MEK inhibitor. Using serial sampling, dose gradients, and mathematical modeling, we generate genotype-fitness maps across therapeutic contexts and identify alterations that escape therapy. Our data expose varying dose-fitness relationship across genotypes, ranging from complete dose invariance to paradoxical dose dependency where fitness increases in higher doses. We predict fitness with combination therapy and compare these estimates to genome-wide fitness maps of drug combinations, identifying genotypes where combination therapy results in unexpected inferior effectiveness. These data are applied to nominate combination optimization strategies to forestall resistant disease.


Assuntos
Adenocarcinoma de Pulmão/tratamento farmacológico , Adenocarcinoma de Pulmão/genética , Neoplasias Pulmonares/tratamento farmacológico , Neoplasias Pulmonares/genética , Mutação , Acrilamidas/administração & dosagem , Acrilamidas/farmacologia , Adenocarcinoma de Pulmão/enzimologia , Compostos de Anilina/administração & dosagem , Compostos de Anilina/farmacologia , Protocolos de Quimioterapia Combinada Antineoplásica/farmacologia , Benzimidazóis/administração & dosagem , Benzimidazóis/farmacologia , Resistencia a Medicamentos Antineoplásicos/genética , Receptores ErbB/genética , Receptores ErbB/metabolismo , Cloridrato de Erlotinib/administração & dosagem , Cloridrato de Erlotinib/farmacologia , Aptidão Genética , Genótipo , Humanos , Neoplasias Pulmonares/enzimologia , Sistema de Sinalização das MAP Quinases
6.
Circ Cardiovasc Interv ; 9(10)2016 10.
Artigo em Inglês | MEDLINE | ID: mdl-27729419

RESUMO

BACKGROUND: Injectable, acellular biomaterials hold promise to limit left ventricular remodeling and heart failure precipitated by infarction through bulking or stiffening the infarct region. A material with tunable properties (eg, mechanics, degradation) that can be delivered percutaneously has not yet been demonstrated. Catheter-deliverable soft hydrogels with in vivo stiffening to enhance therapeutic efficacy achieve these requirements. METHODS AND RESULTS: We developed a hyaluronic acid hydrogel that uses a tandem crosslinking approach, where the first crosslinking (guest-host) enabled injection and localized retention of a soft (<1 kPa) hydrogel. A second crosslinking reaction (dual-crosslinking) stiffened the hydrogel (41.4±4.3 kPa) after injection. Posterolateral infarcts were investigated in an ovine model (n≥6 per group), with injection of saline (myocardial infarction control), guest-host hydrogels, or dual-crosslinking hydrogels. Computational (day 1), histological (1 day, 8 weeks), morphological, and functional (0, 2, and 8 weeks) outcomes were evaluated. Finite-element modeling projected myofiber stress reduction (>50%; P<0.001) with dual-crosslinking but not guest-host injection. Remodeling, assessed by infarct thickness and left ventricular volume, was mitigated by hydrogel treatment. Ejection fraction was improved, relative to myocardial infarction at 8 weeks, with dual-crosslinking (37% improvement; P=0.014) and guest-host (15% improvement; P=0.058) treatments. Percutaneous delivery via endocardial injection was investigated with fluoroscopic and echocardiographic guidance, with delivery visualized by magnetic resonance imaging. CONCLUSIONS: A percutaneous delivered hydrogel system was developed, and hydrogels with increased stiffness were found to be most effective in ameliorating left ventricular remodeling and preserving function. Ultimately, engineered systems such as these have the potential to provide effective clinical options to limit remodeling in patients after infarction.


Assuntos
Materiais Biocompatíveis , Ácido Hialurônico/administração & dosagem , Infarto do Miocárdio/tratamento farmacológico , Miocárdio/patologia , Função Ventricular Esquerda/efeitos dos fármacos , Remodelação Ventricular/efeitos dos fármacos , Animais , Fenômenos Biomecânicos , Biópsia , Reagentes de Ligações Cruzadas/química , Modelos Animais de Doenças , Ecocardiografia , Análise de Elementos Finitos , Ácido Hialurônico/química , Hidrogéis , Injeções , Imageamento por Ressonância Magnética , Masculino , Modelos Cardiovasculares , Infarto do Miocárdio/diagnóstico por imagem , Infarto do Miocárdio/patologia , Infarto do Miocárdio/fisiopatologia , Recuperação de Função Fisiológica , Carneiro Doméstico , Volume Sistólico/efeitos dos fármacos , Fatores de Tempo
7.
ACS Biomater Sci Eng ; 1(4): 277-286, 2015 Apr 13.
Artigo em Inglês | MEDLINE | ID: mdl-33435051

RESUMO

There have been significant advances in the past decades toward the engineering of materials with biomimetic properties. In particular, hydrogels covalently cross-linked with protease degradable peptides have demonstrated the importance of protease mediated degradation for targeted therapeutic cargo delivery and controlling cell-material interactions. However, the incorporation of such degradation mechanisms into synthetic shear-thinning hydrogels has yet to be accomplished. Herein, we utilize supramolecular self-assembly mediated by the guest-host interaction of hyaluronic acid (HA) separately modified by adamantane (Ad) or cyclodextrin (CD) to form shear-thinning and self-healing hydrogels. In this design, Ad is bound to HA via a proteolytically degradable peptide tether (attached via Michael-addition of a cysteine residue in an Ad-terminated peptide with maleimide modified HA), enabling subsequent proteolytic degradation of the assembly. Upon mixing of the Ad-peptide modified HA and the CD modified HA, a supramolecular hydrogel was formed (G' ≈ 300 Pa at 1 Hz), which displayed shear-thinning (>80% viscosity reduction at 0.5 s-1) and near-instantaneous self-healing properties. Rational, selective modification of amino acid residues near the proteolytic site enabled control over peptide cleavage kinetics, specifically with either collagenases or MMP-2. Hydrogel degradation, mediated by a combination of stochastically governed erosion and proteolytic degradation, was influenced by peptide susceptibility to proteolysis both in vitro and in vivo (>2 fold difference at 3 weeks in vivo) when injected subcutaneously. This material system provides unique opportunities for therapeutic delivery (e.g., growth factors, cells) through facile material formation, ease of injection, and bioresponsive material degradation.

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