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1.
Anal Chem ; 96(19): 7444-7451, 2024 05 14.
Artigo em Inglês | MEDLINE | ID: mdl-38684052

RESUMO

Next-generation sequencing offers highly multiplexed and accurate detection of nucleic acid sequences but at the expense of complex workflows and high input requirements. The ease of use of CRISPR-Cas12 assays is attractive and may enable highly accurate detection of sequences implicated in, for example, cancer pathogenic variants. CRISPR assays often employ end-point measurements of Cas12 trans-cleavage activity after Cas12 activation by the target; however, end point-based methods can be limited in accuracy and robustness by arbitrary experimental choices. To overcome such limitations, we develop and demonstrate here an accurate assay targeting a mutation of the epidermal growth factor gene implicated in lung cancer (exon 19 deletion). The assay is based on characterizing the kinetics of Cas12 trans-cleavage to discriminate the mutant from wild-type targets. We performed extensive experiments (780 reactions) to calibrate key assay design parameters, including the guide RNA sequence, reporter sequence, reporter concentration, enzyme concentration, and DNA target type. Interestingly, we observed a competitive reaction between the target and reporter molecules that has important consequences for the design of CRISPR assays, which use preamplification to improve sensitivity. Finally, we demonstrate the assay on 18 tumor-extracted amplicons and 100 training iterations with 99% accuracy and discuss discrimination parameters and models to improve wild type versus mutant classification.


Assuntos
Deleção de Genes , Genes erbB-1 , Técnicas de Genotipagem , Técnicas de Genotipagem/instrumentação , Técnicas de Genotipagem/métodos , Técnicas de Genotipagem/normas , Genes Reporter/genética , Genes erbB-1/genética , Humanos , RNA Guia de Sistemas CRISPR-Cas/genética , RNA Guia de Sistemas CRISPR-Cas/metabolismo , Neoplasias Pulmonares/diagnóstico , Neoplasias Pulmonares/genética , Reprodutibilidade dos Testes
2.
bioRxiv ; 2023 Sep 12.
Artigo em Inglês | MEDLINE | ID: mdl-37745466

RESUMO

Computational frameworks to quantify and compare microenvironment spatial features of in-vitro patient-derived models and clinical specimens are needed. Here, we acquired and analysed multiplexed immunofluorescence images of human lung adenocarcinoma (LUAD) alongside tumour-stroma assembloids constructed with organoids and fibroblasts harvested from the leading edge (Tumour-Adjacent Fibroblasts;TAFs) or core (Tumour Core Fibroblasts;TCFs) of human LUAD. We introduce the concept of the "colocatome" as a spatial -omic dimension to catalogue all proximate and distant colocalisations between malignant and fibroblast subpopulations in both the assembloids and clinical specimens. The colocatome expands upon the colocalisation quotient (CLQ) through a nomalisation strategy that involves permutation analysis and thereby allows comparisons of CLQs under different conditions. Using colocatome analysis, we report that both TAFs and TCFs protected cancer cells from targeted oncogene treatment by uniquely reorganising the tumour-stroma cytoarchitecture, rather than by promoting cellular heterogeneity or selection. Moreover, we show that the assembloids' colocatome recapitulates the tumour-stroma cytoarchitecture defining the tumour microenvironment of LUAD clinical samples and thereby can serve as a functional spatial readout to guide translational discoveries.

3.
Proc Natl Acad Sci U S A ; 120(2): e2212644120, 2023 01 10.
Artigo em Inglês | MEDLINE | ID: mdl-36595688

RESUMO

Iron homeostasis is critical for cellular and organismal function and is tightly regulated to prevent toxicity or anemia due to iron excess or deficiency, respectively. However, subcellular regulatory mechanisms of iron remain largely unexplored. Here, we report that SEL1L-HRD1 protein complex of endoplasmic reticulum (ER)-associated degradation (ERAD) in hepatocytes controls systemic iron homeostasis in a ceruloplasmin (CP)-dependent, and ER stress-independent, manner. Mice with hepatocyte-specific Sel1L deficiency exhibit altered basal iron homeostasis and are sensitized to iron deficiency while resistant to iron overload. Proteomics screening for a factor linking ERAD deficiency to altered iron homeostasis identifies CP, a key ferroxidase involved in systemic iron distribution by catalyzing iron oxidation and efflux from tissues. Indeed, CP is highly unstable and a bona fide substrate of SEL1L-HRD1 ERAD. In the absence of ERAD, CP protein accumulates in the ER and is shunted to refolding, leading to elevated secretion. Providing clinical relevance of these findings, SEL1L-HRD1 ERAD is responsible for the degradation of a subset of disease-causing CP mutants, thereby attenuating their pathogenicity. Together, this study uncovers the role of SEL1L-HRD1 ERAD in systemic iron homeostasis and provides insights into protein misfolding-associated proteotoxicity.


Assuntos
Ceruloplasmina , Degradação Associada com o Retículo Endoplasmático , Camundongos , Animais , Ceruloplasmina/genética , Ubiquitina-Proteína Ligases/metabolismo , Retículo Endoplasmático/metabolismo , Proteínas/metabolismo , Homeostase , Ferro/metabolismo
4.
iScience ; 25(10): 105183, 2022 Oct 21.
Artigo em Inglês | MEDLINE | ID: mdl-36238898

RESUMO

Endoplasmic reticulum (ER) homeostasis has been implicated in the pathogenesis of various forms of cancer; however, our understanding of the role of ER quality control mechanisms in tumorigenesis remains incomplete. Here, we show that the SEL1L-HRD1 complex of ER-associated degradation (ERAD) suppresses hepatocyte proliferation and tumorigenesis in mice. Hepatocyte-specific deletion of Sel1L or Hrd1 predisposed mice to diet/chemical-induced tumors. Proteomics screen from SEL1L-deficient livers revealed WNT5A, a tumor suppressor, as an ERAD substrate. Indeed, nascent WNT5A was misfolding prone and degraded by SEL1L-HRD1 ERAD in a quality control capacity. In the absence of ERAD, WNT5A misfolds is largely retained in the ER and forms high-molecular weight aggregates, thereby depicting a loss-of-function effect and attenuating WNT5A-mediated suppression of hepatocyte proliferation. In humans, SEL1L-HRD1 ERAD expression correlated positively with survival time for patients with liver cancer. Overall, our data reveal a key role of SEL1L-HRD1 ERAD in suppressing hepatocyte proliferation and liver cancer.

6.
Nat Biotechnol ; 34(8): 845-51, 2016 08.
Artigo em Inglês | MEDLINE | ID: mdl-27398792

RESUMO

Refined cancer models are needed to bridge the gaps between cell line, animal and clinical research. Here we describe the engineering of an organotypic colon cancer model by recellularization of a native human matrix that contains cell-populated mucosa and an intact muscularis mucosa layer. This ex vivo system recapitulates the pathophysiological progression from APC-mutant neoplasia to submucosal invasive tumor. We used it to perform a Sleeping Beauty transposon mutagenesis screen to identify genes that cooperate with mutant APC in driving invasive neoplasia. We identified 38 candidate invasion-driver genes, 17 of which, including TCF7L2, TWIST2, MSH2, DCC, EPHB1 and EPHB2 have been previously implicated in colorectal cancer progression. Six invasion-driver genes that have not, to our knowledge, been previously described were validated in vitro using cell proliferation, migration and invasion assays and ex vivo using recellularized human colon. These results demonstrate the utility of our organoid model for studying cancer biology.


Assuntos
Proteína da Polipose Adenomatosa do Colo/genética , Colo/metabolismo , Neoplasias do Colo/metabolismo , Neoplasias do Colo/patologia , Perfilação da Expressão Gênica/métodos , Proteínas de Neoplasias/metabolismo , Carcinogênese/genética , Sistema Livre de Células/metabolismo , Células Cultivadas , Colo/patologia , Genes Neoplásicos/genética , Humanos , Organogênese , Engenharia Tecidual/métodos
7.
Semin Cancer Biol ; 33: 25-33, 2015 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-25794824

RESUMO

Quality control systems in the endoplasmic reticulum (ER) mediated by unfolded protein response (UPR) and endoplasmic reticulum associated degradation (ERAD) ensure cellular function and organismal survival. Recent studies have suggested that ER quality-control systems in cancer cells may serve as a double-edged sword that aids progression as well as prevention of tumor growth in a context-dependent manner. Here we review recent advances in our understanding of the complex relationship between ER proteostasis and cancer pathology, with a focus on the two most conserved ER quality-control mechanisms--the IRE1α-XBP1 pathway of the UPR and SEL1L-HRD1 complex of the ERAD.


Assuntos
Retículo Endoplasmático/metabolismo , Neoplasias/genética , Neoplasias/metabolismo , Neoplasias/terapia , Resposta a Proteínas não Dobradas , Animais , Sobrevivência Celular , Proteínas de Ligação a DNA/metabolismo , Degradação Associada com o Retículo Endoplasmático , Endorribonucleases/metabolismo , Regulação Neoplásica da Expressão Gênica , Homeostase , Humanos , Camundongos , Ligação Proteica , Proteínas Serina-Treonina Quinases/metabolismo , Proteínas/metabolismo , Fatores de Transcrição de Fator Regulador X , Transdução de Sinais , Fatores de Transcrição/metabolismo , Ubiquitina-Proteína Ligases/metabolismo , Proteína 1 de Ligação a X-Box
8.
Cancer Prev Res (Phila) ; 8(3): 222-30, 2015 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-25604134

RESUMO

Colorectal cancer progresses through multiple distinct stages that are potentially amenable to chemopreventative intervention. Epidermal growth factor receptor (EGFR) inhibitors are efficacious in advanced tumors including colorectal cancer. There is significant evidence that EGFR also plays important roles in colorectal cancer initiation, and that EGFR inhibitors block tumorigenesis. We performed a double-blind randomized clinical trial to test whether the EGFR inhibitor erlotinib given for up to 30 days had an acceptable safety and efficacy profile to reduce EGFR signaling biomarkers in colorectal aberrant crypt foci (ACF), a subset of which progress to colorectal cancer, and normal rectal tissue. A total of 45 patients were randomized to one of three erlotinib doses (25, 50, and 100 mg) with randomization stratified by nonsteroidal anti-inflammatory drug (NSAID) use. There were no unanticipated adverse events with erlotinib therapy. Erlotinib was detected in both normal rectal mucosa and ACFs. Colorectal ACF phosphorylated ERK (pERK), phosphorylated EGFR (pEGFR), and total EGFR signaling changes from baseline were modest and there was no dose response. Overall, this trial did not meet is primary efficacy endpoint. Colorectal EGFR signaling inhibition by erlotinib is therefore likely insufficient to merit further studies without additional prescreening stratification or potentially longer duration of use.


Assuntos
Focos de Criptas Aberrantes/tratamento farmacológico , Neoplasias Colorretais/tratamento farmacológico , Receptores ErbB/antagonistas & inibidores , Cloridrato de Erlotinib/uso terapêutico , Inibidores de Proteínas Quinases/uso terapêutico , Reto/efeitos dos fármacos , Focos de Criptas Aberrantes/metabolismo , Focos de Criptas Aberrantes/patologia , Estudos de Casos e Controles , Neoplasias Colorretais/metabolismo , Neoplasias Colorretais/patologia , Método Duplo-Cego , Feminino , Seguimentos , Humanos , Masculino , Pessoa de Meia-Idade , Estadiamento de Neoplasias , Fosforilação/efeitos dos fármacos , Prognóstico , Reto/metabolismo , Reto/patologia , Transdução de Sinais/efeitos dos fármacos
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