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1.
Anal Chem ; 96(19): 7444-7451, 2024 May 14.
Article in English | MEDLINE | ID: mdl-38684052

ABSTRACT

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.


Subject(s)
Gene Deletion , Genes, erbB-1 , Genotyping Techniques , Genotyping Techniques/instrumentation , Genotyping Techniques/methods , Genotyping Techniques/standards , Genes, Reporter/genetics , Genes, erbB-1/genetics , Humans , RNA, Guide, CRISPR-Cas Systems/genetics , RNA, Guide, CRISPR-Cas Systems/metabolism , Lung Neoplasms/diagnosis , Lung Neoplasms/genetics , Reproducibility of Results
2.
bioRxiv ; 2023 Sep 12.
Article in English | MEDLINE | ID: mdl-37745466

ABSTRACT

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.
Article in English | MEDLINE | ID: mdl-36595688

ABSTRACT

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.


Subject(s)
Ceruloplasmin , Endoplasmic Reticulum-Associated Degradation , Mice , Animals , Ceruloplasmin/genetics , Ubiquitin-Protein Ligases/metabolism , Endoplasmic Reticulum/metabolism , Proteins/metabolism , Homeostasis , Iron/metabolism
4.
iScience ; 25(10): 105183, 2022 Oct 21.
Article in English | MEDLINE | ID: mdl-36238898

ABSTRACT

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.

5.
J Cell Sci ; 132(23)2019 12 02.
Article in English | MEDLINE | ID: mdl-31792042

ABSTRACT

The recent literature has revolutionized our view on the vital importance of endoplasmic reticulum (ER)-associated degradation (ERAD) in health and disease. Suppressor/enhancer of Lin-12-like (Sel1L)-HMG-coA reductase degradation protein 1 (Hrd1)-mediated ERAD has emerged as a crucial determinant of normal physiology and as a sentinel against disease pathogenesis in the body, in a largely substrate- and cell type-specific manner. In this Review, we highlight three features of ERAD, constitutive versus inducible ERAD, quality versus quantity control of ERAD and ERAD-mediated regulation of nuclear gene transcription, through which ERAD exerts a profound impact on a number of physiological processes.


Subject(s)
Endoplasmic Reticulum-Associated Degradation/physiology , Animals , Endoplasmic Reticulum-Associated Degradation/genetics , Humans , Models, Biological , Proteins/genetics , Proteins/metabolism , Ubiquitin-Protein Ligases/genetics , Ubiquitin-Protein Ligases/metabolism
7.
EMBO J ; 37(22)2018 11 15.
Article in English | MEDLINE | ID: mdl-30389665

ABSTRACT

Fibroblast growth factor 21 (Fgf21) is a liver-derived, fasting-induced hormone with broad effects on growth, nutrient metabolism, and insulin sensitivity. Here, we report the discovery of a novel mechanism regulating Fgf21 expression under growth and fasting-feeding. The Sel1L-Hrd1 complex is the most conserved branch of mammalian endoplasmic reticulum (ER)-associated degradation (ERAD) machinery. Mice with liver-specific deletion of Sel1L exhibit growth retardation with markedly elevated circulating Fgf21, reaching levels close to those in Fgf21 transgenic mice or pharmacological models. Mechanistically, we show that the Sel1L-Hrd1 ERAD complex controls Fgf21 transcription by regulating the ubiquitination and turnover (and thus nuclear abundance) of ER-resident transcription factor Crebh, while having no effect on the other well-known Fgf21 transcription factor Pparα. Our data reveal a physiologically regulated, inverse correlation between Sel1L-Hrd1 ERAD and Crebh-Fgf21 levels under fasting-feeding and growth. This study not only establishes the importance of Sel1L-Hrd1 ERAD in the liver in the regulation of systemic energy metabolism, but also reveals a novel hepatic "ERAD-Crebh-Fgf21" axis directly linking ER protein turnover to gene transcription and systemic metabolic regulation.


Subject(s)
Cyclic AMP Response Element-Binding Protein/metabolism , Endoplasmic Reticulum-Associated Degradation , Energy Metabolism , Fibroblast Growth Factors/biosynthesis , Liver/metabolism , Proteins/metabolism , Ubiquitin-Protein Ligases/metabolism , Animals , Cyclic AMP Response Element-Binding Protein/genetics , Fibroblast Growth Factors/genetics , Intracellular Signaling Peptides and Proteins , Mice , Mice, Mutant Strains , PPAR alpha/genetics , PPAR alpha/metabolism , Proteins/genetics , Transcription, Genetic , Ubiquitin-Protein Ligases/genetics , Ubiquitination/genetics
8.
J Lipid Res ; 58(6): 1100-1113, 2017 06.
Article in English | MEDLINE | ID: mdl-28412693

ABSTRACT

Angiopoietin-like 4 (ANGPTL4) regulates plasma triglyceride levels by inhibiting LPL. Inactivation of ANGPTL4 decreases plasma triglycerides and reduces the risk of coronary artery disease. Unfortunately, targeting ANGPTL4 for the therapeutic management of dyslipidemia and atherosclerosis is hampered by the observation that mice and monkeys in which ANGPTL4 is inactivated exhibit lipid accumulation in the mesenteric lymph nodes (MLNs). In mice these pathological events exclusively unfold upon feeding a high saturated FA diet and are followed by an ultimately lethal pro-inflammatory response and chylous ascites. Here, we show that Angptl4-/- mice fed a diet rich in trans FAs develop numerous lipid-filled giant cells in their MLNs, yet do not have elevated serum amyloid and haptoglobin, do not exhibit ascites, and survive, unlike Angptl4-/- mice fed a saturated FA-rich diet. In RAW264.7 macrophages, the saturated FA, palmitate, markedly increased markers of inflammation and the unfolded protein response, whereas the trans-unsaturated elaidate and the cis-unsaturated oleate had the opposite effect. In conclusion, trans and saturated FAs have very distinct biological effects in macrophages. Furthermore, lipid accumulation in MLNs is uncoupled from activation of an acute-phase response and chylous ascites, suggesting that ANGPTL4 should not be fully dismissed as target for dyslipidemia.


Subject(s)
Angiopoietin-Like Protein 4/deficiency , Chylous Ascites/chemically induced , Dietary Fats/adverse effects , Foam Cells/drug effects , Lymph Nodes/drug effects , Mesentery , Trans Fatty Acids/adverse effects , Acute-Phase Proteins/metabolism , Animals , Chylous Ascites/metabolism , Chylous Ascites/pathology , Foam Cells/cytology , Foam Cells/pathology , Giant Cells/drug effects , Giant Cells/pathology , Liver/drug effects , Liver/metabolism , Lymph Nodes/cytology , Lymph Nodes/pathology , Mice , Mice, Inbred C57BL , Peritonitis/chemically induced , Peritonitis/metabolism , Peritonitis/pathology , RAW 264.7 Cells
9.
Nat Biotechnol ; 34(8): 845-51, 2016 08.
Article in English | MEDLINE | ID: mdl-27398792

ABSTRACT

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.


Subject(s)
Adenomatous Polyposis Coli Protein/genetics , Colon/metabolism , Colonic Neoplasms/metabolism , Colonic Neoplasms/pathology , Gene Expression Profiling/methods , Neoplasm Proteins/metabolism , Carcinogenesis/genetics , Cell-Free System/metabolism , Cells, Cultured , Colon/pathology , Genes, Neoplasm/genetics , Humans , Organogenesis , Tissue Engineering/methods
10.
Semin Cancer Biol ; 33: 25-33, 2015 Aug.
Article in English | MEDLINE | ID: mdl-25794824

ABSTRACT

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.


Subject(s)
Endoplasmic Reticulum/metabolism , Neoplasms/genetics , Neoplasms/metabolism , Neoplasms/therapy , Unfolded Protein Response , Animals , Cell Survival , DNA-Binding Proteins/metabolism , Endoplasmic Reticulum-Associated Degradation , Endoribonucleases/metabolism , Gene Expression Regulation, Neoplastic , Homeostasis , Humans , Mice , Protein Binding , Protein Serine-Threonine Kinases/metabolism , Proteins/metabolism , Regulatory Factor X Transcription Factors , Signal Transduction , Transcription Factors/metabolism , Ubiquitin-Protein Ligases/metabolism , X-Box Binding Protein 1
11.
Cancer Prev Res (Phila) ; 8(3): 222-30, 2015 Mar.
Article in English | MEDLINE | ID: mdl-25604134

ABSTRACT

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.


Subject(s)
Aberrant Crypt Foci/drug therapy , Colorectal Neoplasms/drug therapy , ErbB Receptors/antagonists & inhibitors , Erlotinib Hydrochloride/therapeutic use , Protein Kinase Inhibitors/therapeutic use , Rectum/drug effects , Aberrant Crypt Foci/metabolism , Aberrant Crypt Foci/pathology , Case-Control Studies , Colorectal Neoplasms/metabolism , Colorectal Neoplasms/pathology , Double-Blind Method , Female , Follow-Up Studies , Humans , Male , Middle Aged , Neoplasm Staging , Phosphorylation/drug effects , Prognosis , Rectum/metabolism , Rectum/pathology , Signal Transduction/drug effects
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