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1.
Sci Transl Med ; 16(760): eadi2245, 2024 Aug 14.
Article in English | MEDLINE | ID: mdl-39141703

ABSTRACT

Antisense oligonucleotides (ASOs) are promising therapeutics for treating various neurological disorders. However, ASOs are unable to readily cross the mammalian blood-brain barrier (BBB) and therefore need to be delivered intrathecally to the central nervous system (CNS). Here, we engineered a human transferrin receptor 1 (TfR1) binding molecule, the oligonucleotide transport vehicle (OTV), to transport a tool ASO across the BBB in human TfR knockin (TfRmu/hu KI) mice and nonhuman primates. Intravenous injection and systemic delivery of OTV to TfRmu/hu KI mice resulted in sustained knockdown of the ASO target RNA, Malat1, across multiple mouse CNS regions and cell types, including endothelial cells, neurons, astrocytes, microglia, and oligodendrocytes. In addition, systemic delivery of OTV enabled Malat1 RNA knockdown in mouse quadriceps and cardiac muscles, which are difficult to target with oligonucleotides alone. Systemically delivered OTV enabled a more uniform ASO biodistribution profile in the CNS of TfRmu/hu KI mice and greater knockdown of Malat1 RNA compared with a bivalent, high-affinity TfR antibody. In cynomolgus macaques, an OTV directed against MALAT1 displayed robust ASO delivery to the primate CNS and enabled more uniform biodistribution and RNA target knockdown compared with intrathecal dosing of the same unconjugated ASO. Our data support systemically delivered OTV as a potential platform for delivering therapeutic ASOs across the BBB.


Subject(s)
Blood-Brain Barrier , Oligonucleotides, Antisense , RNA, Long Noncoding , Receptors, Transferrin , Animals , Humans , Mice , Biological Transport , Blood-Brain Barrier/metabolism , Gene Knockdown Techniques , Macaca fascicularis , Oligonucleotides, Antisense/pharmacokinetics , Oligonucleotides, Antisense/administration & dosage , Receptors, Transferrin/metabolism , RNA, Long Noncoding/metabolism , RNA, Long Noncoding/genetics , Tissue Distribution
2.
Sci Transl Med ; 16(750): eadj7308, 2024 Jun 05.
Article in English | MEDLINE | ID: mdl-38838131

ABSTRACT

Progranulin (PGRN) haploinsufficiency is a major risk factor for frontotemporal lobar degeneration with TAR DNA-binding protein 43 (TDP-43) pathology (FTLD-GRN). Multiple therapeutic strategies are in clinical development to restore PGRN in the CNS, including gene therapy. However, a limitation of current gene therapy approaches aimed to alleviate FTLD-associated pathologies may be their inefficient brain exposure and biodistribution. We therefore developed an adeno-associated virus (AAV) targeting the liver (L) to achieve sustained peripheral expression of a transferrin receptor (TfR) binding, brain-penetrant (b) PGRN variant [AAV(L):bPGRN] in two mouse models of FTLD-GRN, namely, Grn knockout and GrnxTmem106b double knockout mice. This therapeutic strategy avoids potential safety and biodistribution issues of CNS-administered AAVs and maintains sustained concentrations of PGRN in the brain after a single dose. AAV(L):bPGRN treatment reduced several FTLD-GRN-associated pathologies including severe motor function deficits, aberrant TDP-43 phosphorylation, dysfunctional protein degradation, lipid metabolism, gliosis, and neurodegeneration in the brain. The potential translatability of our findings was tested in an in vitro model using cocultured human induced pluripotent stem cell (hiPSC)-derived microglia lacking PGRN and TMEM106B and wild-type hiPSC-derived neurons. As in mice, aberrant TDP-43, lysosomal dysfunction, and neuronal loss were ameliorated after treatment with exogenous TfR-binding protein transport vehicle fused to PGRN (PTV:PGRN). Together, our studies suggest that peripherally administered brain-penetrant PGRN replacement strategies ameliorate FTLD-GRN relevant phenotypes including TDP-43 pathology, neurodegeneration, and behavioral deficits. Our data provide preclinical proof of concept for the use of this AAV platform for treatment of FTLD-GRN and potentially other CNS disorders.


Subject(s)
Brain , Dependovirus , Disease Models, Animal , Frontotemporal Lobar Degeneration , Mice, Knockout , Progranulins , Animals , Humans , Mice , Brain/metabolism , Brain/pathology , Dependovirus/metabolism , DNA-Binding Proteins/metabolism , DNA-Binding Proteins/genetics , Frontotemporal Lobar Degeneration/metabolism , Frontotemporal Lobar Degeneration/pathology , Genetic Therapy , Phosphorylation , Progranulins/metabolism , Progranulins/genetics , Receptors, Transferrin/metabolism
3.
Mov Disord ; 39(2): 339-349, 2024 Feb.
Article in English | MEDLINE | ID: mdl-38014556

ABSTRACT

BACKGROUND: Recent studies have advanced our understanding of the genetic drivers of Parkinson's disease (PD). Rare variants in more than 20 genes are considered causal for PD, and the latest PD genome-wide association study (GWAS) identified 90 independent risk loci. However, there remains a gap in our understanding of PD genetics outside of the European populations in which the vast majority of these studies were focused. OBJECTIVE: The aim was to identify genetic risk factors for PD in a South Asian population. METHODS: A total of 674 PD subjects predominantly with age of onset (AoO) ≤50 years (encompassing juvenile, young, or early-onset PD) were recruited from 10 specialty movement disorder centers across India over a 2-year period; 1376 control subjects were selected from the reference population GenomeAsia, Phase 2. We performed various case-only and case-control genetic analyses for PD diagnosis and AoO. RESULTS: A genome-wide significant signal for PD diagnosis was identified in the SNCA region, strongly colocalizing with SNCA region signal from European PD GWAS. PD cases with pathogenic mutations in PD genes exhibited, on average, lower PD polygenic risk scores than PD cases lacking any PD gene mutations. Gene burden studies of rare, predicted deleterious variants identified BSN, encoding the presynaptic protein Bassoon that has been previously associated with neurodegenerative disease. CONCLUSIONS: This study constitutes the largest genetic investigation of PD in a South Asian population to date. Future work should seek to expand sample numbers in this population to enable improved statistical power to detect PD genes in this understudied group. © 2023 Denali Therapeutics and The Authors. Movement Disorders published by Wiley Periodicals LLC on behalf of International Parkinson and Movement Disorder Society.


Subject(s)
Neurodegenerative Diseases , Parkinson Disease , Humans , Middle Aged , Parkinson Disease/epidemiology , Parkinson Disease/genetics , Parkinson Disease/diagnosis , Genetic Predisposition to Disease/genetics , Genome-Wide Association Study , Mutation
4.
Mol Neurodegener ; 17(1): 41, 2022 06 11.
Article in English | MEDLINE | ID: mdl-35690868

ABSTRACT

BACKGROUND: Genetic mutations underlying familial Alzheimer's disease (AD) were identified decades ago, but the field is still in search of transformative therapies for patients. While mouse models based on overexpression of mutated transgenes have yielded key insights in mechanisms of disease, those models are subject to artifacts, including random genetic integration of the transgene, ectopic expression and non-physiological protein levels. The genetic engineering of novel mouse models using knock-in approaches addresses some of those limitations. With mounting evidence of the role played by microglia in AD, high-dimensional approaches to phenotype microglia in those models are critical to refine our understanding of the immune response in the brain. METHODS: We engineered a novel App knock-in mouse model (AppSAA) using homologous recombination to introduce three disease-causing coding mutations (Swedish, Arctic and Austrian) to the mouse App gene. Amyloid-ß pathology, neurodegeneration, glial responses, brain metabolism and behavioral phenotypes were characterized in heterozygous and homozygous AppSAA mice at different ages in brain and/ or biofluids. Wild type littermate mice were used as experimental controls. We used in situ imaging technologies to define the whole-brain distribution of amyloid plaques and compare it to other AD mouse models and human brain pathology. To further explore the microglial response to AD relevant pathology, we isolated microglia with fibrillar Aß content from the brain and performed transcriptomics and metabolomics analyses and in vivo brain imaging to measure energy metabolism and microglial response. Finally, we also characterized the mice in various behavioral assays. RESULTS: Leveraging multi-omics approaches, we discovered profound alteration of diverse lipids and metabolites as well as an exacerbated disease-associated transcriptomic response in microglia with high intracellular Aß content. The AppSAA knock-in mouse model recapitulates key pathological features of AD such as a progressive accumulation of parenchymal amyloid plaques and vascular amyloid deposits, altered astroglial and microglial responses and elevation of CSF markers of neurodegeneration. Those observations were associated with increased TSPO and FDG-PET brain signals and a hyperactivity phenotype as the animals aged. DISCUSSION: Our findings demonstrate that fibrillar Aß in microglia is associated with lipid dyshomeostasis consistent with lysosomal dysfunction and foam cell phenotypes as well as profound immuno-metabolic perturbations, opening new avenues to further investigate metabolic pathways at play in microglia responding to AD-relevant pathogenesis. The in-depth characterization of pathological hallmarks of AD in this novel and open-access mouse model should serve as a resource for the scientific community to investigate disease-relevant biology.


Subject(s)
Alzheimer Disease , Amyloid beta-Protein Precursor , Alzheimer Disease/genetics , Alzheimer Disease/metabolism , Amyloid beta-Peptides/metabolism , Amyloid beta-Protein Precursor/genetics , Amyloid beta-Protein Precursor/metabolism , Amyloidosis/metabolism , Animals , Brain/metabolism , Disease Models, Animal , Mice , Mice, Transgenic , Microglia/metabolism , Plaque, Amyloid/pathology , Receptors, GABA/metabolism
5.
PLoS One ; 16(12): e0262198, 2021.
Article in English | MEDLINE | ID: mdl-34972191

ABSTRACT

BACKGROUND: Colorectal cancer (CRC) is a leading cause of cancer-related deaths, with a 5% 5-year survival rate for metastatic disease, yet with limited therapeutic advancements due to insufficient understanding of and inability to accurately capture high-risk CRC patients who are most likely to recur. We aimed to improve high-risk classification by identifying biological pathways associated with outcome in adjuvant stage II/III CRC. METHODS AND FINDINGS: We included 1062 patients with stage III or high-risk stage II colon carcinoma from the prospective three-arm randomized phase 3 AVANT trial, and performed expression profiling to identify a prognostic signature. Data from validation cohort GSE39582, The Cancer Genome Atlas, and cell lines were used to further validate the prognostic biology. Our retrospective analysis of the adjuvant AVANT trial uncovered a prognostic signature capturing three biological functions-stromal, proliferative and immune-that outperformed the Consensus Molecular Subtypes (CMS) and recurrence prediction signatures like Oncotype Dx in an independent cohort. Importantly, within the immune component, high granzyme B (GZMB) expression had a significant prognostic impact while other individual T-effector genes were less or not prognostic. In addition, we found GZMB to be endogenously expressed in CMS2 tumor cells and to be prognostic in a T cell independent fashion. A limitation of our study is that these results, although robust and derived from a large dataset, still need to be clinically validated in a prospective study. CONCLUSIONS: This work furthers our understanding of the underlying biology that propagates stage II/III CRC disease progression and provides scientific rationale for future high-risk stratification and targeted treatment evaluation in biomarker defined subpopulations of resectable high-risk CRC. Our results also shed light on an alternative GZMB source with context-specific implications on the disease's unique biology.


Subject(s)
Colorectal Neoplasms/metabolism , Granzymes/physiology , Transcriptome , Adult , Aged , Biomarkers, Tumor/metabolism , Cell Line, Tumor , Cluster Analysis , Colorectal Neoplasms/mortality , Female , Gene Expression Profiling , Gene Expression Regulation, Neoplastic , Genome, Human , Granzymes/chemistry , Humans , Kaplan-Meier Estimate , Male , Middle Aged , Prognosis , Proportional Hazards Models , Prospective Studies , Retrospective Studies , Risk , T-Lymphocytes/metabolism , Treatment Outcome
6.
Nat Neurosci ; 23(8): 927-938, 2020 08.
Article in English | MEDLINE | ID: mdl-32514138

ABSTRACT

Human genetic data indicate that microglial dysfunction contributes to the pathology of Alzheimer's disease (AD), exemplified by the identification of coding variants in triggering receptor expressed on myeloid cells 2 (TREM2) and, more recently, in PLCG2, a phospholipase-encoding gene expressed in microglia. Although studies in mouse models have implicated specific Trem2-dependent microglial functions in AD, the underlying molecular mechanisms and translatability to human disease remain poorly defined. In this study, we used genetically engineered human induced pluripotent stem cell-derived microglia-like cells to show that TREM2 signals through PLCγ2 to mediate cell survival, phagocytosis, processing of neuronal debris, and lipid metabolism. Loss of TREM2 or PLCγ2 signaling leads to a shared signature of transcriptional dysregulation that underlies these phenotypes. Independent of TREM2, PLCγ2 also signals downstream of Toll-like receptors to mediate inflammatory responses. Therefore, PLCγ2 activity regulates divergent microglial functions via distinct TREM2-dependent and -independent signaling and might be involved in the transition to a microglial state associated with neurodegenerative disease.


Subject(s)
Inflammation/metabolism , Membrane Glycoproteins/metabolism , Microglia/metabolism , Phospholipase C gamma/metabolism , Receptors, Immunologic/metabolism , Signal Transduction/physiology , Animals , Cell Survival/physiology , Humans , Induced Pluripotent Stem Cells/metabolism , Membrane Glycoproteins/genetics , Mice , Mice, Knockout , Neurons/metabolism , Phagocytosis/physiology , Phospholipase C gamma/genetics , Receptors, Immunologic/genetics
7.
Sci Transl Med ; 12(545)2020 05 27.
Article in English | MEDLINE | ID: mdl-32461331

ABSTRACT

Most lysosomal storage diseases (LSDs) involve progressive central nervous system (CNS) impairment, resulting from deficiency of a lysosomal enzyme. Treatment of neuronopathic LSDs remains a considerable challenge, as approved intravenously administered enzyme therapies are ineffective in modifying CNS disease because they do not effectively cross the blood-brain barrier (BBB). We describe a therapeutic platform for increasing the brain exposure of enzyme replacement therapies. The enzyme transport vehicle (ETV) is a lysosomal enzyme fused to an Fc domain that has been engineered to bind to the transferrin receptor, which facilitates receptor-mediated transcytosis across the BBB. We demonstrate that ETV fusions containing iduronate 2-sulfatase (ETV:IDS), the lysosomal enzyme deficient in mucopolysaccharidosis type II, exhibited high intrinsic activity and degraded accumulated substrates in both IDS-deficient cell and in vivo models. ETV substantially improved brain delivery of IDS in a preclinical model of disease, enabling enhanced cellular distribution to neurons, astrocytes, and microglia throughout the brain. Improved brain exposure for ETV:IDS translated to a reduction in accumulated substrates in these CNS cell types and peripheral tissues and resulted in a complete correction of downstream disease-relevant pathologies in the brain, including secondary accumulation of lysosomal lipids, perturbed gene expression, neuroinflammation, and neuroaxonal damage. These data highlight the therapeutic potential of the ETV platform for LSDs and provide preclinical proof of concept for TV-enabled therapeutics to treat CNS diseases more broadly.


Subject(s)
Blood-Brain Barrier , Iduronate Sulfatase , Animals , Brain , Disease Models, Animal , Enzyme Replacement Therapy , Lysosomes , Mice
8.
Neuron ; 105(5): 837-854.e9, 2020 03 04.
Article in English | MEDLINE | ID: mdl-31902528

ABSTRACT

Loss-of-function (LOF) variants of TREM2, an immune receptor expressed in microglia, increase Alzheimer's disease risk. TREM2 senses lipids and mediates myelin phagocytosis, but its role in microglial lipid metabolism is unknown. Combining chronic demyelination paradigms and cell sorting with RNA sequencing and lipidomics, we find that wild-type microglia acquire a disease-associated transcriptional state, while TREM2-deficient microglia remain largely homeostatic, leading to neuronal damage. TREM2-deficient microglia phagocytose myelin debris but fail to clear myelin cholesterol, resulting in cholesteryl ester (CE) accumulation. CE increase is also observed in APOE-deficient glial cells, reflecting impaired brain cholesterol transport. This finding replicates in myelin-treated TREM2-deficient murine macrophages and human iPSC-derived microglia, where it is rescued by an ACAT1 inhibitor and LXR agonist. Our studies identify TREM2 as a key transcriptional regulator of cholesterol transport and metabolism under conditions of chronic myelin phagocytic activity, as TREM2 LOF causes pathogenic lipid accumulation in microglia.


Subject(s)
Brain/metabolism , Cholesterol/metabolism , Macrophages/metabolism , Membrane Glycoproteins/genetics , Microglia/metabolism , Myelin Sheath/metabolism , Phagocytosis/genetics , Receptors, Immunologic/genetics , Acetyl-CoA C-Acetyltransferase/antagonists & inhibitors , Alzheimer Disease/genetics , Alzheimer Disease/metabolism , Animals , Cholesterol Esters/metabolism , Disease Models, Animal , Flow Cytometry , Humans , Induced Pluripotent Stem Cells , Lipid Metabolism/genetics , Lipidomics , Liver X Receptors/agonists , Mice , Mice, Knockout , Mice, Knockout, ApoE , RNA-Seq
9.
Cell Rep ; 26(1): 45-53.e4, 2019 01 02.
Article in English | MEDLINE | ID: mdl-30605685

ABSTRACT

SUPT4H1 is a transcription elongation factor that makes up part of the RNA polymerase II complex. Recent studies propose a selective role for SUPT4H1 in the transcription of repeat-containing DNA, the translated products of which contribute to neurodegenerative disorders such as C9orf72-amyotrophic lateral sclerosis. To investigate the potential of SUPT4H1 as a therapeutic target in repeat-associated neurodegeneration, we depleted SUPT4H1 by RNA interference to inhibit the function of the SUPT4H1/SUPT5H transcription elongation complex. Depletion of SUPT4H1 leads to a global reduction in all cellular RNA, highlighting the significant challenges that are associated with targeting this molecule for the treatment of human disease. Any requirement of SUPT4H1 for transcription of specific transcripts should be interpreted in the context of global modulatory effects on the transcriptome.


Subject(s)
RNA/metabolism , Repressor Proteins/deficiency , A549 Cells , Chromosomal Proteins, Non-Histone/genetics , Chromosomal Proteins, Non-Histone/metabolism , Gene Knockdown Techniques , HEK293 Cells , HeLa Cells , Humans , RNA/biosynthesis , RNA/genetics , RNA Interference , RNA, Messenger/genetics , RNA, Messenger/metabolism , Repressor Proteins/genetics , Repressor Proteins/metabolism , Ribosomes/genetics , Ribosomes/metabolism , Transcriptional Elongation Factors/genetics , Transcriptional Elongation Factors/metabolism
10.
Leuk Lymphoma ; 60(4): 894-903, 2019 04.
Article in English | MEDLINE | ID: mdl-30277102

ABSTRACT

This study investigated the safety and efficacy of obinutuzumab plus cyclophosphamide, doxorubicin, vincristine, and prednisone (G-CHOP) in patients with advanced diffuse large B-cell lymphoma (DLBCL) and explored the impact of cell-of-origin (COO) on patient outcomes. Patients (N = 100) received obinutuzumab (1000 mg on the days 1, 8, and 15 of cycle 1, and day 1 of cycles 2-8) plus CHOP (cycles 1-6). For patients without grade ≥3 infusion-related reactions (IRRs) to standard-rate obinutuzumab infusion, a shorter duration of infusion (SDI) was evaluated. Overall and complete response rates, as determined according to the Cheson et al. criteria by investigators/independent radiological facility, were 82.0/75.0% and 55.0/58.0%, respectively. SDI of 120 minutes and 90 minutes were well tolerated with no grade ≥3 IRRs. Among all patients, IRRs typically occurred during cycle 1, day 1. G-CHOP is active and has an acceptable safety profile in the first-line treatment of patients with advanced DLBCL. Clinical Trials: NCT01414855DLBCL.


Subject(s)
Antibodies, Monoclonal, Humanized/administration & dosage , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Lymphoma, Large B-Cell, Diffuse/drug therapy , Adult , Aged , Aged, 80 and over , Antibodies, Monoclonal, Humanized/adverse effects , Antibodies, Monoclonal, Humanized/pharmacokinetics , Antineoplastic Combined Chemotherapy Protocols/adverse effects , Cyclophosphamide/adverse effects , Cyclophosphamide/therapeutic use , Doxorubicin/adverse effects , Doxorubicin/therapeutic use , Drug Interactions , Drug Monitoring , Female , Humans , Lymphoma, Large B-Cell, Diffuse/diagnosis , Lymphoma, Large B-Cell, Diffuse/mortality , Male , Middle Aged , Neoplasm Staging , Prednisone/adverse effects , Prednisone/therapeutic use , Prognosis , Treatment Outcome , Vincristine/adverse effects , Vincristine/therapeutic use , Young Adult
11.
Neuro Oncol ; 20(4): 557-566, 2018 03 27.
Article in English | MEDLINE | ID: mdl-29016943

ABSTRACT

Background: In this exploratory analysis of AVAglio, a randomized phase III clinical study that investigated the addition of bevacizumab (Bev) to radiotherapy/temozolomide in newly diagnosed glioblastoma, we aim to radiologically characterize glioblastoma on therapy until progression and investigate whether the type of radiologic progression differs between treatment arms and is related to survival and molecular data. Methods: Five progression types (PTs) were categorized using an adapted algorithm according to MRI contrast enhancement behavior in T1- and T2-weighted images in 621 patients (Bev, n = 299; placebo, n = 322). Frequencies of PTs (designated as classic T1, cT1 relapse, T2 diffuse, T2 circumscribed, and primary nonresponder), time to progression (PFS), and overall survival (OS) were assessed within each treatment arm and compared with molecular subtypes and O6-methylguanine DNA methyltransferase (MGMT) promoter methylation status. Results: PT frequencies differed between the Bev and placebo arms, except for "T2 diffuse" (12.4% and 7.1%, respectively). PTs showed differences in PFS and OS; with "T2 diffuse" being associated with longest survival. Complete disappearance of contrast enhancement during treatment ("cT1 relapse") showed longer survival than only partial contrast enhancement decrease ("classic T1"). "T2 diffuse" was more commonly MGMT hypermethylated. Only weak correlations to molecular subtypes from primary tissue were detected. Conclusions: Progression of glioblastoma under therapy can be characterized radiologically. These radiologic phenotypes are influenced by treatment and develop differently over time with differential outcomes. Complete resolution of contrast enhancement during treatment is a favorable factor for outcome.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Brain Neoplasms/pathology , Chemoradiotherapy , DNA Methylation , Glioblastoma/pathology , Magnetic Resonance Imaging/methods , Neoplasm Recurrence, Local/pathology , Adult , Aged , Aged, 80 and over , Bevacizumab/administration & dosage , Biomarkers, Tumor/genetics , Brain Neoplasms/genetics , Brain Neoplasms/therapy , Disease Progression , Double-Blind Method , Female , Follow-Up Studies , Glioblastoma/genetics , Glioblastoma/therapy , Humans , Male , Middle Aged , Neoplasm Recurrence, Local/genetics , Neoplasm Recurrence, Local/therapy , Prognosis , Promoter Regions, Genetic , Retrospective Studies , Survival Rate , Temozolomide/administration & dosage
12.
J Mol Diagn ; 19(6): 921-932, 2017 11.
Article in English | MEDLINE | ID: mdl-28867605

ABSTRACT

Circulating tumor DNA (ctDNA) has potential to serve as a biomarker for noninvasive monitoring of treatment response and disease progression. However, broad clinical applicability of ctDNA has been limited by the low sensitivity, throughput, and patient coverage offered by existing ctDNA detection methods. Herein, we report the adaptation and characterization of the microfluidics multiplex PCR sequencing technology for high-throughput and sensitive quantitation of ctDNA. A multiplex PCR preamplification step was developed and incorporated into the microfluidics multiplex PCR sequencing work flow to enable low-input ctDNA analysis with enhanced sensitivity. An empirical bayesian model was developed to characterize both position and substitution-associated system errors specific to this platform and provided a tailored approach to greatly enhance the confidence and accuracy of variant calling for ctDNA analysis. Clinical validation of this platform for ctDNA mutation detection demonstrated an overall sensitivity of 92% and specificity of 100% when using mutation calls in the matched tumor tissues as a benchmark. Finally, we established an early proof of concept of clinical utility of this ctDNA work flow for monitoring disease progression using clinical trial samples. Our novel ctDNA work flow provides a high-throughput and sensitive platform that can be implemented in clinical trials for mutation detection and disease monitoring from plasma ctDNA.


Subject(s)
Biomarkers, Tumor/blood , Circulating Tumor DNA/blood , High-Throughput Nucleotide Sequencing/methods , Neoplasms/blood , Humans , Microfluidics/methods , Multiplex Polymerase Chain Reaction/methods , Mutation , Neoplasms/genetics , Neoplasms/pathology
13.
J Clin Oncol ; 35(3): 343-351, 2017 Jan 20.
Article in English | MEDLINE | ID: mdl-27918718

ABSTRACT

Purpose Bevacizumab regimens are approved for the treatment of recurrent glioblastoma in many countries. Aberrant mesenchymal-epithelial transition factor (MET) expression has been reported in glioblastoma and may contribute to bevacizumab resistance. The phase II study GO27819 investigated the monovalent MET inhibitor onartuzumab plus bevacizumab (Ona + Bev) versus placebo plus bevacizumab (Pla + Bev) in recurrent glioblastoma. Methods At first recurrence after chemoradiation, bevacizumab-naïve patients with glioblastoma were randomly assigned 1:1 to receive Ona (15 mg/kg, once every 3 weeks) + Bev (15 mg/kg, once every 3 weeks) or Pla + Bev until disease progression. The primary end point was progression-free survival by response assessment in neuro-oncology criteria. Secondary end points were overall survival, objective response rate, duration of response, and safety. Exploratory biomarker analyses correlated efficacy with expression levels of MET ligand hepatocyte growth factor, O6-methylguanine-DNA methyltransferase promoter methylation, and glioblastoma subtype. Results Among 129 patients enrolled (Ona + Bev, n = 64; Pla + Bev, n = 65), baseline characteristics were balanced. The median progression-free survival was 3.9 months for Ona + Bev versus 2.9 months for Pla + Bev (hazard ratio, 1.06; 95% CI, 0.72 to 1.56; P = .7444). The median overall survival was 8.8 months for Ona + Bev and 12.6 months for Pla + Bev (hazard ratio, 1.45; 95% CI, 0.88 to 2.37; P = .1389). Grade ≥ 3 adverse events were reported in 38.5% of patients who received Ona + Bev and 35.9% of patients who received Pla + Bev. Exploratory biomarker analyses suggested that patients with high expression of hepatocyte growth factor or unmethylated O6-methylguanine-DNA methyltransferase may benefit from Ona + Bev. Conclusion There was no evidence of further clinical benefit with the addition of onartuzumab to bevacizumab compared with bevacizumab plus placebo in unselected patients with recurrent glioblastoma in this phase II study; however, further investigation into biomarker subgroups is warranted.


Subject(s)
Angiogenesis Inhibitors/therapeutic use , Antibodies, Monoclonal/therapeutic use , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Bevacizumab/therapeutic use , Biomarkers, Tumor , Brain Neoplasms/drug therapy , DNA Methylation , DNA Modification Methylases/genetics , DNA Repair Enzymes/genetics , Glioblastoma/drug therapy , Hepatocyte Growth Factor/analysis , Neoplasm Recurrence, Local , Tumor Suppressor Proteins/genetics , Angiogenesis Inhibitors/adverse effects , Antibodies, Monoclonal/adverse effects , Antineoplastic Combined Chemotherapy Protocols/adverse effects , Bevacizumab/adverse effects , Biomarkers, Tumor/analysis , Biomarkers, Tumor/genetics , Brain Neoplasms/enzymology , Brain Neoplasms/genetics , Brain Neoplasms/mortality , Chemoradiotherapy , Disease-Free Survival , Double-Blind Method , Female , Glioblastoma/enzymology , Glioblastoma/genetics , Glioblastoma/mortality , Humans , Kaplan-Meier Estimate , Male , Middle Aged , Predictive Value of Tests , Promoter Regions, Genetic , Proportional Hazards Models , Risk Factors , Time Factors , Treatment Outcome
14.
Mol Biol Cell ; 27(8): 1397-407, 2016 Apr 15.
Article in English | MEDLINE | ID: mdl-26912791

ABSTRACT

Cell-based RNA interference (RNAi) is a powerful approach to screen for modulators of many cellular processes. However, resulting candidate gene lists from cell-based assays comprise diverse effectors, both direct and indirect, and further dissecting their functions can be challenging. Here we screened a genome-wide RNAi library for modulators of mitosis and cytokinesis inDrosophilaS2 cells. The screen identified many previously known genes as well as modulators that have previously not been connected to cell cycle control. We then characterized ∼300 candidate modifiers further by genetic interaction analysis using double RNAi and a multiparametric, imaging-based assay. We found that analyzing cell cycle-relevant phenotypes increased the sensitivity for associating novel gene function. Genetic interaction maps based on mitotic index and nuclear size grouped candidates into known regulatory complexes of mitosis or cytokinesis, respectively, and predicted previously uncharacterized components of known processes. For example, we confirmed a role for theDrosophilaCCR4 mRNA processing complex componentl(2)NC136during the mitotic exit. Our results show that the combination of genome-scale RNAi screening and genetic interaction analysis using process-directed phenotypes provides a powerful two-step approach to assigning components to specific pathways and complexes.


Subject(s)
Cell Cycle/genetics , Drosophila Proteins/genetics , Drosophila melanogaster/cytology , Drosophila melanogaster/genetics , Gene Regulatory Networks , Animals , Gene Expression Regulation , Genome, Insect , Golgi Apparatus/genetics , Phenotype , RNA Interference
15.
Cell Rep ; 13(2): 350-64, 2015 Oct 13.
Article in English | MEDLINE | ID: mdl-26440885

ABSTRACT

The ChREBP/Mondo-Mlx transcription factors are activated by sugars and are essential for sugar tolerance. They promote the conversion of sugars to lipids, but beyond this, their physiological roles are insufficiently understood. Here, we demonstrate that in an organism-wide setting in Drosophila, Mondo-Mlx controls the majority of sugar-regulated genes involved in nutrient digestion and transport as well as carbohydrate, amino acid, and lipid metabolism. Furthermore, human orthologs of the Mondo-Mlx targets display enrichment among gene variants associated with high circulating triglycerides. In addition to direct regulation of metabolic genes, Mondo-Mlx maintains metabolic homeostasis through downstream effectors, including the Activin ligand Dawdle and the Gli-similar transcription factor Sugarbabe. Sugarbabe controls a subset of Mondo-Mlx-dependent processes, including de novo lipogenesis and fatty acid desaturation. In sum, Mondo-Mlx is a master regulator of other sugar-responsive pathways essential for adaptation to a high-sugar diet.


Subject(s)
Basic Helix-Loop-Helix Leucine Zipper Transcription Factors/metabolism , Carbohydrate Metabolism , Drosophila Proteins/metabolism , Nuclear Proteins/metabolism , Transcription Factors/metabolism , Amino Acids/metabolism , Animals , Basic Helix-Loop-Helix Leucine Zipper Transcription Factors/genetics , Carrier Proteins/genetics , Carrier Proteins/metabolism , Cell Cycle Proteins , Drosophila/genetics , Drosophila/metabolism , Drosophila Proteins/genetics , Lipid Metabolism , Nuclear Proteins/genetics , Transcription Factors/genetics , Transcriptional Activation
16.
J Clin Oncol ; 33(25): 2735-44, 2015 Sep 01.
Article in English | MEDLINE | ID: mdl-26124478

ABSTRACT

PURPOSE: The AVAglio (Avastin in Glioblastoma) and RTOG-0825 randomized, placebo-controlled phase III trials in newly diagnosed glioblastoma reported prolonged progression-free survival (PFS), but not overall survival (OS), with the addition of bevacizumab to radiotherapy plus temozolomide. To establish whether certain patient subgroups derived an OS benefit from the addition of bevacizumab to first-line standard-of-care therapy, AVAglio patients were retrospectively evaluated for molecular subtype, and bevacizumab efficacy was assessed for each patient subgroup. PATIENTS AND METHODS: A total of 349 pretreatment specimens (bevacizumab arm, n = 171; placebo arm, n = 178) from AVAglio patients (total, N = 921) were available for biomarker analysis. Samples were profiled for gene expression and isocitrate dehydrogenase 1 (IDH1) mutation status and classified into previously identified molecular subtypes. PFS and OS were assessed within each subtype. RESULTS: A multivariable analysis accounting for prognostic covariates revealed that bevacizumab conferred a significant OS advantage versus placebo for patients with proneural IDH1 wild-type tumors (17.1 v 12.8 months, respectively; hazard ratio, 0.43; 95% CI, 0.26 to 0.73; P = .002). This analysis also revealed an interaction between the proneural subtype biomarker and treatment arm (P = .023). The group of patients with mesenchymal and proneural tumors derived a PFS benefit from bevacizumab compared with placebo; however, this translated to an OS benefit in the proneural subset only. CONCLUSION: Retrospective analysis of AVAglio data suggests that patients with IDH1 wild-type proneural glioblastoma may derive an OS benefit from first-line bevacizumab treatment. The predictive value of the proneural subtype observed in AVAglio should be validated in an independent data set.


Subject(s)
Angiogenesis Inhibitors/therapeutic use , Antineoplastic Agents, Alkylating/therapeutic use , Bevacizumab/therapeutic use , Brain Neoplasms/drug therapy , Brain Neoplasms/mortality , Dacarbazine/analogs & derivatives , Glioblastoma/drug therapy , Glioblastoma/mortality , Adult , Aged , Brain Neoplasms/radiotherapy , Clinical Trials, Phase III as Topic , Dacarbazine/therapeutic use , Disease-Free Survival , Female , Gene Expression Profiling , Gene Expression Regulation, Enzymologic , Gene Expression Regulation, Neoplastic , Glioblastoma/radiotherapy , Humans , Isocitrate Dehydrogenase/genetics , Kaplan-Meier Estimate , Male , Middle Aged , Mutation , Neoplasm Staging , Prognosis , Radiotherapy, Adjuvant , Randomized Controlled Trials as Topic , Retrospective Studies , Temozolomide , Treatment Outcome
17.
Science ; 348(6238): 1040-2, 2015 May 29.
Article in English | MEDLINE | ID: mdl-25953821

ABSTRACT

In the fruit fly Drosophila, head formation is driven by a single gene, bicoid, which generates head-to-tail polarity of the main embryonic axis. Bicoid deficiency results in embryos with tail-to-tail polarity and no head. However, most insects lack bicoid, and the molecular mechanism for establishing head-to-tail polarity is poorly understood. We have identified a gene that establishes head-to-tail polarity of the mosquito-like midge, Chironomus riparius. This gene, named panish, encodes a cysteine-clamp DNA binding domain and operates through a different mechanism than bicoid. This finding, combined with the observation that the phylogenetic distributions of panish and bicoid are limited to specific families of flies, reveals frequent evolutionary changes of body axis determinants and a remarkable opportunity to study gene regulatory network evolution.


Subject(s)
Body Patterning/genetics , Chironomidae/embryology , DNA-Binding Proteins/physiology , Embryo, Nonmammalian/embryology , Homeodomain Proteins/physiology , Trans-Activators/physiology , Amino Acid Sequence , Animals , Chironomidae/genetics , DNA-Binding Proteins/classification , DNA-Binding Proteins/genetics , Drosophila Proteins , Evolution, Molecular , Gene Expression Regulation, Developmental , Gene Regulatory Networks , Homeodomain Proteins/classification , Homeodomain Proteins/genetics , Molecular Sequence Data , Phylogeny , Protein Structure, Tertiary/genetics , Trans-Activators/classification , Trans-Activators/genetics
18.
Elife ; 42015 Mar 06.
Article in English | MEDLINE | ID: mdl-25748138

ABSTRACT

Gene-gene interactions shape complex phenotypes and modify the effects of mutations during development and disease. The effects of statistical gene-gene interactions on phenotypes have been used to assign genes to functional modules. However, directional, epistatic interactions, which reflect regulatory relationships between genes, have been challenging to map at large-scale. Here, we used combinatorial RNA interference and automated single-cell phenotyping to generate a large genetic interaction map for 21 phenotypic features of Drosophila cells. We devised a method that combines genetic interactions on multiple phenotypes to reveal directional relationships. This network reconstructed the sequence of protein activities in mitosis. Moreover, it revealed that the Ras pathway interacts with the SWI/SNF chromatin-remodelling complex, an interaction that we show is conserved in human cancer cells. Our study presents a powerful approach for reconstructing directional regulatory networks and provides a resource for the interpretation of functional consequences of genetic alterations.


Subject(s)
Drosophila Proteins/genetics , Drosophila melanogaster/genetics , Epistasis, Genetic , Gene Regulatory Networks , Algorithms , Animals , Cell Line , Chromosomal Proteins, Non-Histone/genetics , Chromosomal Proteins, Non-Histone/metabolism , Computational Biology/methods , Drosophila Proteins/metabolism , Drosophila melanogaster/cytology , Drosophila melanogaster/metabolism , HCT116 Cells , Humans , Microscopy, Fluorescence , Phenotype , RNA Interference , Reproducibility of Results , Signal Transduction/genetics , Single-Cell Analysis/methods , Transcription Factors/genetics , Transcription Factors/metabolism , ras Proteins/genetics , ras Proteins/metabolism
19.
Bioinformatics ; 30(1): 127-8, 2014 Jan 01.
Article in English | MEDLINE | ID: mdl-24132929

ABSTRACT

UNLABELLED: Connections between disease phenotypes and drug effects can be made by identifying commonalities in the associated patterns of differential gene expression. Searchable databases that record the impacts of chemical or genetic perturbations on the transcriptome--here referred to as 'connectivity maps'--permit discovery of such commonalities. We describe two R packages, gCMAP and gCMAPWeb, which provide a complete framework to construct and query connectivity maps assembled from user-defined collections of differential gene expression data. Microarray or RNAseq data are processed in a standardized way, and results can be interrogated using various well-established gene set enrichment methods. The packages also feature an easy-to-deploy web application that facilitates reproducible research through automatic generation of graphical and tabular reports. AVAILABILITY AND IMPLEMENTATION: The gCMAP and gCMAPWeb R packages are freely available for UNIX, Windows and Mac OS X operating systems at Bioconductor (http://www.bioconductor.org).


Subject(s)
Oligonucleotide Array Sequence Analysis/methods , User-Computer Interface , Animals , Cell Line , Gene Expression Profiling/methods , Humans , Internet
20.
Nat Commun ; 4: 2610, 2013.
Article in English | MEDLINE | ID: mdl-24162018

ABSTRACT

Aberrant regulation of the Wnt/ß-catenin pathway has an important role during the onset and progression of colorectal cancer, with over 90% of cases of sporadic colon cancer featuring mutations in APC or ß-catenin. However, it has remained a point of controversy whether these mutations are sufficient to activate the pathway or require additional upstream signals. Here we show that colorectal tumours express elevated levels of Wnt3 and Evi/Wls/GPR177. We found that in colon cancer cells, even in the presence of mutations in APC or ß-catenin, downstream signalling remains responsive to Wnt ligands and receptor proximal signalling. Furthermore, we demonstrate that truncated APC proteins bind ß-catenin and key components of the destruction complex. These results indicate that cells with mutations in APC or ß-catenin depend on Wnt ligands and their secretion for a sufficient level of ß-catenin signalling, which potentially opens new avenues for therapeutic interventions by targeting Wnt secretion via Evi/Wls.


Subject(s)
Adenocarcinoma/genetics , Adenomatous Polyposis Coli Protein/genetics , Colonic Neoplasms/genetics , Gene Expression Regulation, Neoplastic , Intracellular Signaling Peptides and Proteins/genetics , Receptors, G-Protein-Coupled/genetics , Wnt3 Protein/genetics , beta Catenin/genetics , Adenocarcinoma/metabolism , Adenocarcinoma/pathology , Adenomatous Polyposis Coli Protein/metabolism , Animals , Cell Line, Tumor , Cell Proliferation , Colon/metabolism , Colon/pathology , Colonic Neoplasms/metabolism , Colonic Neoplasms/pathology , Humans , Intracellular Signaling Peptides and Proteins/metabolism , Mice , Mice, Inbred NOD , Mutation , Neoplasm Transplantation , Receptor, EphB2/genetics , Receptor, EphB2/metabolism , Receptors, G-Protein-Coupled/metabolism , Signal Transduction , Wnt3 Protein/metabolism , beta Catenin/metabolism
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