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1.
Cell ; 179(5): 1207-1221.e22, 2019 Nov 14.
Article in English | MEDLINE | ID: mdl-31730858

ABSTRACT

Accurate measurement of clonal genotypes, mutational processes, and replication states from individual tumor-cell genomes will facilitate improved understanding of tumor evolution. We have developed DLP+, a scalable single-cell whole-genome sequencing platform implemented using commodity instruments, image-based object recognition, and open source computational methods. Using DLP+, we have generated a resource of 51,926 single-cell genomes and matched cell images from diverse cell types including cell lines, xenografts, and diagnostic samples with limited material. From this resource we have defined variation in mitotic mis-segregation rates across tissue types and genotypes. Analysis of matched genomic and image measurements revealed correlations between cellular morphology and genome ploidy states. Aggregation of cells sharing copy number profiles allowed for calculation of single-nucleotide resolution clonal genotypes and inference of clonal phylogenies and avoided the limitations of bulk deconvolution. Finally, joint analysis over the above features defined clone-specific chromosomal aneuploidy in polyclonal populations.


Subject(s)
DNA Replication/genetics , Genome, Human , High-Throughput Nucleotide Sequencing , Single-Cell Analysis , Aneuploidy , Animals , Cell Cycle/genetics , Cell Line, Tumor , Cell Shape , Cell Survival , Chromosomes, Human/genetics , Clone Cells , DNA Transposable Elements/genetics , Diploidy , Female , Genotype , Humans , Male , Mice , Mutation/genetics , Phylogeny , Polymorphism, Single Nucleotide/genetics
2.
Blood ; 141(25): 3078-3090, 2023 06 22.
Article in English | MEDLINE | ID: mdl-36796022

ABSTRACT

Adenosine-to-inosine RNA editing, which is catalyzed by adenosine deaminases acting on RNA (ADAR) family of enzymes, ADAR1 and ADAR2, has been shown to contribute to multiple cancers. However, other than the chronic myeloid leukemia blast crisis, relatively little is known about its role in other types of hematological malignancies. Here, we found that ADAR2, but not ADAR1 and ADAR3, was specifically downregulated in the core-binding factor (CBF) acute myeloid leukemia (AML) with t(8;21) or inv(16) translocations. In t(8;21) AML, RUNX1-driven transcription of ADAR2 was repressed by the RUNX1-ETO additional exon 9a fusion protein in a dominant-negative manner. Further functional studies confirmed that ADAR2 could suppress leukemogenesis specifically in t(8;21) and inv16 AML cells dependent on its RNA editing capability. Expression of 2 exemplary ADAR2-regulated RNA editing targets coatomer subunit α and component of oligomeric Golgi complex 3 inhibits the clonogenic growth of human t(8;21) AML cells. Our findings support a hitherto, unappreciated mechanism leading to ADAR2 dysregulation in CBF AML and highlight the functional relevance of loss of ADAR2-mediated RNA editing to CBF AML.


Subject(s)
Core Binding Factors , Leukemia, Myeloid, Acute , Humans , Down-Regulation , Core Binding Factors/metabolism , Core Binding Factor Alpha 2 Subunit/genetics , Core Binding Factor Alpha 2 Subunit/metabolism , RNA Editing , Adenosine Deaminase/genetics , Adenosine Deaminase/metabolism , Leukemia, Myeloid, Acute/genetics , Adenosine/metabolism
3.
Vet Dermatol ; 2024 May 31.
Article in English | MEDLINE | ID: mdl-38818665

ABSTRACT

Feline proliferative and necrotising otitis externa (PNOE) is a rare immune-mediated condition, usually self-limiting or responsive to immunosuppressants such as topical tacrolimus. This case report describes two cats with refractory PNOE that responded successfully to oclacitinib. One cat also had middle ear involvement and the other cat had extra-auricular dermatitis.

4.
Nat Methods ; 16(10): 1007-1015, 2019 10.
Article in English | MEDLINE | ID: mdl-31501550

ABSTRACT

Single-cell RNA sequencing has enabled the decomposition of complex tissues into functionally distinct cell types. Often, investigators wish to assign cells to cell types through unsupervised clustering followed by manual annotation or via 'mapping' to existing data. However, manual interpretation scales poorly to large datasets, mapping approaches require purified or pre-annotated data and both are prone to batch effects. To overcome these issues, we present CellAssign, a probabilistic model that leverages prior knowledge of cell-type marker genes to annotate single-cell RNA sequencing data into predefined or de novo cell types. CellAssign automates the process of assigning cells in a highly scalable manner across large datasets while controlling for batch and sample effects. We demonstrate the advantages of CellAssign through extensive simulations and analysis of tumor microenvironment composition in high-grade serous ovarian cancer and follicular lymphoma.


Subject(s)
Gene Expression Profiling , Lymphoma, Follicular/pathology , Probability , Sequence Analysis, RNA/methods , Single-Cell Analysis/methods , Tumor Microenvironment , Humans , Lymphoma, Follicular/immunology
5.
Mol Ther ; 29(11): 3258-3273, 2021 11 03.
Article in English | MEDLINE | ID: mdl-33974998

ABSTRACT

Dysregulated adenosine-to-inosine (A-to-I) RNA editing is implicated in various cancers. However, no available RNA editing inhibitors have so far been developed to inhibit cancer-associated RNA editing events. Here, we decipher the RNA secondary structure of antizyme inhibitor 1 (AZIN1), one of the best-studied A-to-I editing targets in cancer, by locating its editing site complementary sequence (ECS) at the 3' end of exon 12. Chemically modified antisense oligonucleotides (ASOs) that target the editing region of AZIN1 caused a substantial exon 11 skipping, whereas ECS-targeting ASOs effectively abolished AZIN1 editing without affecting splicing and translation. We demonstrate that complete 2'-O-methyl (2'-O-Me) sugar ring modification in combination with partial phosphorothioate (PS) backbone modification may be an optimal chemistry for editing inhibition. ASO3.2, which targets the ECS, specifically inhibits cancer cell viability in vitro and tumor incidence and growth in xenograft models. Our results demonstrate that this AZIN1-targeting, ASO-based therapeutics may be applicable to a wide range of tumor types.


Subject(s)
Carrier Proteins/genetics , Gene Targeting , RNA Editing , Animals , Base Sequence , Cell Line, Tumor , Cell Proliferation , Cell Survival/genetics , Disease Models, Animal , Exons , Gene Expression Regulation, Neoplastic , Gene Targeting/methods , Genetic Therapy/methods , Humans , Mice , Neoplasms/genetics , Neoplasms/therapy , Oligonucleotides, Antisense/genetics , Xenograft Model Antitumor Assays
6.
J Hepatol ; 74(1): 135-147, 2021 01.
Article in English | MEDLINE | ID: mdl-32693003

ABSTRACT

BACKGROUND & AIMS: RNA editing introduces nucleotide changes in RNA sequences. Recent studies have reported that aberrant adenosine-to-inosine RNA editing is implicated in cancers. Until now, very few functionally important protein-recoding editing targets have been discovered. Here, we investigated the role of a recently discovered protein-recoding editing target COPA (coatomer subunit α) in hepatocellular carcinoma (HCC). METHODS: Clinical implication of COPA editing was studied in a cohort of 125 HCC patients. CRISPR/Cas9-mediated knockout of the editing site complementary sequence (ECS) was used to delete edited COPA transcripts endogenously. COPA editing-mediated change in its transcript or protein stability was investigated upon actinomycin D or cycloheximide treatment, respectively. Functional difference in tumourigenesis between wild-type and edited COPA (COPAWTvs. COPAI164V) and the exact mechanisms were also studied in cell models and mice. RESULTS: ADAR2 binds to double-stranded RNA formed between edited exon 6 and the ECS at intron 6 of COPA pre-mRNA, causing an isoleucine-to-valine substitution at residue 164. Reduced editing of COPA is implicated in the pathogenesis of HCC, and more importantly, it may be involved in many cancer types. Upon editing, COPAWT switches from a tumour-promoting gene to a tumour suppressor that has a dominant-negative effect. Moreover, COPAI164V may undergo protein conformational change and therefore become less stable than COPAWT. Mechanistically, COPAI164V may deactivate the PI3K/AKT/mTOR pathway through downregulation of caveolin-1 (CAV1). CONCLUSIONS: We uncover an RNA editing-associated mechanism of hepatocarcinogenesis by which downregulation of ADAR2 caused the loss of tumour suppressive COPAI164V and concurrent accumulation of tumour-promoting COPAWT in tumours; a rapid degradation of COPAI164V protein and hyper-activation of the PI3K/AKT/mTOR pathway further promote tumourigenesis. LAY SUMMARY: RNA editing is a process in which RNA is changed after it is made from DNA, resulting in an altered gene product. In this study, we found that RNA editing of a gene known as coatomer subunit α (COPA) is lower in tumour samples and discovered that this editing process changes COPA protein from a tumour-promoting form to a tumour-suppressive form. Loss of the edited COPA promotes the development of liver cancer.


Subject(s)
Carcinogenesis/genetics , Carcinoma, Hepatocellular , Coatomer Protein/genetics , Gene Expression Regulation/genetics , Liver Neoplasms , RNA Editing/genetics , Adenosine Deaminase/genetics , Animals , Base Sequence , Carcinoma, Hepatocellular/genetics , Carcinoma, Hepatocellular/therapy , Caveolin 1/metabolism , Cell Line , Down-Regulation , Genes, Tumor Suppressor , Humans , Liver Neoplasms/genetics , Liver Neoplasms/therapy , Mice , Neoplasm Proteins , Protein Stability , RNA-Binding Proteins/genetics
7.
Proc Natl Acad Sci U S A ; 115(30): E7119-E7128, 2018 07 24.
Article in English | MEDLINE | ID: mdl-29976840

ABSTRACT

Sal-like 4 (SALL4) is a nuclear factor central to the maintenance of stem cell pluripotency and is a key component in hepatocellular carcinoma, a malignancy with no effective treatment. In cancer cells, SALL4 associates with nucleosome remodeling deacetylase (NuRD) to silence tumor-suppressor genes, such as PTEN. Here, we determined the crystal structure of an amino-terminal peptide of SALL4(1-12) complexed to RBBp4, the chaperone subunit of NuRD, at 2.7 Å, and subsequent design of a potent therapeutic SALL4 peptide (FFW) capable of antagonizing the SALL4-NURD interaction using systematic truncation and amino acid substitution studies. FFW peptide disruption of the SALL4-NuRD complex resulted in unidirectional up-regulation of transcripts, turning SALL4 from a dual transcription repressor-activator mode to singular transcription activator mode. We demonstrate that FFW has a target affinity of 23 nM, and displays significant antitumor effects, inhibiting tumor growth by 85% in xenograft mouse models. Using transcriptome and survival analysis, we discovered that the peptide inhibits the transcription-repressor function of SALL4 and causes massive up-regulation of transcripts that are beneficial to patient survival. This study supports the SALL4-NuRD complex as a drug target and FFW as a viable drug candidate, showcasing an effective strategy to accurately target oncogenes previously considered undruggable.


Subject(s)
Antineoplastic Agents , Gene Expression Regulation/drug effects , Neoplasm Proteins , Neoplasms , Peptides , Transcription Factors , Transcriptome/drug effects , Antineoplastic Agents/chemistry , Antineoplastic Agents/pharmacology , Cell Line, Tumor , Humans , Neoplasm Proteins/chemistry , Neoplasm Proteins/genetics , Neoplasm Proteins/metabolism , Neoplasms/chemistry , Neoplasms/drug therapy , Neoplasms/genetics , Neoplasms/metabolism , Peptides/chemistry , Peptides/pharmacology , Protein Structure, Quaternary , Retinoblastoma-Binding Protein 4/chemistry , Retinoblastoma-Binding Protein 4/genetics , Retinoblastoma-Binding Protein 4/metabolism , Transcription Factors/chemistry , Transcription Factors/genetics , Transcription Factors/metabolism
8.
Sensors (Basel) ; 21(3)2021 Jan 20.
Article in English | MEDLINE | ID: mdl-33498590

ABSTRACT

Wandering is a common behavioral disorder in the community-dwelling elderly. More than two-thirds of caregivers believe that wandering would cause falls. While physical restraint is a common measure to address wandering, it could trigger challenging behavior in approximately 80% of the elderly with dementia. This study aims to develop a virtual restraint using a night monitoring system (eNightLog) to provide a safe environment for the elderly and mitigate the caregiver burden. The eNightLog system consisted of remote sensors, including a near infra-red 3D time-of-flight sensor and ultrawideband sensors. An alarm system was controlled by customized software and algorithm based on the respiration rate and body posture of the elderly. The performance of the eNightLog system was evaluated in both single and double bed settings by comparing to that of a pressure mat and an infrared fence system, under simulated bed-exiting scenarios. The accuracy and precision for the three systems were 99.0%, 98.8%, 85.9% and 99.2%, 97.8%, 78.6%, respectively. With higher accuracy, precision, and a lower false alarm rate, eNightLog demonstrated its potential as an alternative to physical restraint to remedy the workload of the caregivers and the psychological impact of the elderly.


Subject(s)
Monitoring, Physiologic , Wandering Behavior , Accidental Falls , Aged , Caregivers , Humans , Independent Living
9.
Sensors (Basel) ; 21(16)2021 Aug 18.
Article in English | MEDLINE | ID: mdl-34450994

ABSTRACT

Surveillance of sleeping posture is essential for bed-ridden patients or individuals at-risk of falling out of bed. Existing sleep posture monitoring and classification systems may not be able to accommodate the covering of a blanket, which represents a barrier to conducting pragmatic studies. The objective of this study was to develop an unobtrusive sleep posture classification that could accommodate the use of a blanket. The system uses an infrared depth camera for data acquisition and a convolutional neural network to classify sleeping postures. We recruited 66 participants (40 men and 26 women) to perform seven major sleeping postures (supine, prone (head left and right), log (left and right) and fetal (left and right)) under four blanket conditions (thick, medium, thin, and no blanket). Data augmentation was conducted by affine transformation and data fusion, generating additional blanket conditions with the original dataset. Coarse-grained (four-posture) and fine-grained (seven-posture) classifiers were trained using two fully connected network layers. For the coarse classification, the log and fetal postures were merged into a side-lying class and the prone class (head left and right) was pooled. The results show a drop of overall F1-score by 8.2% when switching to the fine-grained classifier. In addition, compared to no blanket, a thick blanket reduced the overall F1-scores by 3.5% and 8.9% for the coarse- and fine-grained classifiers, respectively; meanwhile, the lowest performance was seen in classifying the log (right) posture under a thick blanket, with an F1-score of 72.0%. In conclusion, we developed a system that can classify seven types of common sleeping postures under blankets and achieved an F1-score of 88.9%.


Subject(s)
Deep Learning , Bedding and Linens , Female , Humans , Male , Neural Networks, Computer , Posture , Sleep
10.
Gastroenterology ; 157(6): 1615-1629.e17, 2019 12.
Article in English | MEDLINE | ID: mdl-31446059

ABSTRACT

BACKGROUND & AIMS: Some oncogenes encode transcription factors, but few drugs have been successfully developed to block their activity specifically in cancer cells. The transcription factor SALL4 is aberrantly expressed in solid tumor and leukemia cells. We developed a screen to identify compounds that reduce the viability of liver cancer cells that express high levels of SALL4, and we investigated their mechanisms. METHODS: We developed a stringent high-throughput screening platform comprising unmodified SNU-387 and SNU-398 liver cancer cell lines and SNU-387 cell lines engineered to express low and high levels of SALL4. We screened 1597 pharmacologically active small molecules and 21,575 natural product extracts from plant, bacteria, and fungal sources for those that selectively reduce the viability of cells with high levels of SALL4 (SALL4hi cells). We compared gene expression patterns of SALL4hi cells vs SALL4-knockdown cells using RNA sequencing and real-time polymerase chain reaction analyses. Xenograft tumors were grown in NOD/SCID gamma mice from SALL4hi SNU-398 or HCC26.1 cells or from SALL4lo patient-derived xenograft (PDX) cells; mice were given injections of identified compounds or sorafenib, and the effects on tumor growth were measured. RESULTS: Our screening identified 1 small molecule (PI-103) and 4 natural compound analogues (oligomycin, efrapeptin, antimycin, and leucinostatin) that selectively reduced viability of SALL4hi cells. We performed validation studies, and 4 of these compounds were found to inhibit oxidative phosphorylation. The adenosine triphosphate (ATP) synthase inhibitor oligomycin reduced the viability of SALL4hi hepatocellular carcinoma and non-small-cell lung cancer cell lines with minimal effects on SALL4lo cells. Oligomycin also reduced the growth of xenograft tumors grown from SALL4hi SNU-398 or HCC26.1 cells to a greater extent than sorafenib, but oligomycin had little effect on tumors grown from SALL4lo PDX cells. Oligomycin was not toxic to mice. Analyses of chromatin immunoprecipitation sequencing data showed that SALL4 binds approximately 50% of mitochondrial genes, including many oxidative phosphorylation genes, to activate their transcription. In comparing SALL4hi and SALL4-knockdown cells, we found SALL4 to increase oxidative phosphorylation, oxygen consumption rate, mitochondrial membrane potential, and use of oxidative phosphorylation-related metabolites to generate ATP. CONCLUSIONS: In a screening for compounds that reduce the viability of cells that express high levels of the transcription factor SALL4, we identified inhibitors of oxidative phosphorylation, which slowed the growth of xenograft tumors from SALL4hi cells in mice. SALL4 activates the transcription of genes that regulate oxidative phosphorylation to increase oxygen consumption, mitochondrial membrane potential, and ATP generation in cancer cells. Inhibitors of oxidative phosphorylation might be used for the treatment of liver tumors with high levels of SALL4.


Subject(s)
Antineoplastic Agents/pharmacology , High-Throughput Screening Assays/methods , Liver Neoplasms/drug therapy , Transcription Factors/antagonists & inhibitors , Animals , Antineoplastic Agents/therapeutic use , Cell Line, Tumor , Cell Survival/drug effects , Cell Survival/genetics , Female , Gene Expression Profiling , Gene Expression Regulation, Neoplastic/drug effects , Gene Knockdown Techniques , Humans , Liver Neoplasms/genetics , Liver Neoplasms/pathology , Male , Mice , Oxidative Phosphorylation/drug effects , Transcription Factors/genetics , Transcription Factors/metabolism , Up-Regulation/drug effects , Up-Regulation/genetics , Xenograft Model Antitumor Assays
11.
Nucleic Acids Res ; 46(15): 7953-7969, 2018 09 06.
Article in English | MEDLINE | ID: mdl-29796672

ABSTRACT

Adenosine-to-inosine (A-to-I) RNA editing entails the enzymatic deamination of adenosines to inosines by adenosine deaminases acting on RNA (ADARs). Dysregulated A-to-I editing has been implicated in various diseases, including cancers. However, the precise factors governing the A-to-I editing and their physiopathological implications remain as a long-standing question. Herein, we unravel that DEAH box helicase 9 (DHX9), at least partially dependent of its helicase activity, functions as a bidirectional regulator of A-to-I editing in cancer cells. Intriguingly, the ADAR substrate specificity determines the opposing effects of DHX9 on editing as DHX9 silencing preferentially represses editing of ADAR1-specific substrates, whereas augments ADAR2-specific substrate editing. Analysis of 11 cancer types from The Cancer Genome Atlas (TCGA) reveals a striking overexpression of DHX9 in tumors. Further, tumorigenicity studies demonstrate a helicase-dependent oncogenic role of DHX9 in cancer development. In sum, DHX9 constitutes a bidirectional regulatory mode in A-to-I editing, which is in part responsible for the dysregulated editome profile in cancer.


Subject(s)
Adenosine/metabolism , DEAD-box RNA Helicases/metabolism , Inosine/metabolism , Neoplasm Proteins/metabolism , Neoplasms/metabolism , RNA Editing , Adenosine Deaminase/genetics , Adenosine Deaminase/metabolism , Animals , Antibiotics, Antineoplastic/pharmacology , Cell Line, Tumor , DEAD-box RNA Helicases/genetics , Deamination , Doxorubicin/pharmacology , HEK293 Cells , Humans , Mice, Inbred NOD , Mice, Knockout , Mice, SCID , Neoplasm Proteins/genetics , Neoplasms/drug therapy , Neoplasms/genetics , RNA Interference , RNA-Binding Proteins/genetics , RNA-Binding Proteins/metabolism , Xenograft Model Antitumor Assays/methods
12.
BJU Int ; 124(2): 221-241, 2019 08.
Article in English | MEDLINE | ID: mdl-30653801

ABSTRACT

OBJECTIVE: To formulate consensus statements to facilitate physician management strategies for patients with clinically localized prostate cancer (PCa) in Hong Kong by jointly convening a panel of 12 experts from the two local professional organizations representing PCa specialists, who had previously established consensus statements on the management of metastatic PCa for the locality. METHODS: Through a series of meetings, the panellists discussed their clinical experience and the published evidence regarding various areas of the management of localized PCa, then drafted consensus statements. At the final meeting, each drafted statement was voted on by every panellist based on its practicability of recommendation in the locality. RESULTS: A total of 76 consensus statements were ultimately accepted and established by panel voting. CONCLUSION: Derived from the recent evidence and major overseas guidelines, along with local clinical experience and practicability, the consensus statements were aimed to serve as a practical reference for physicians in Hong Kong for the management of localized PCa.


Subject(s)
Prostatic Neoplasms/pathology , Prostatic Neoplasms/therapy , Consensus , Hong Kong , Humans , Male , Prostatic Neoplasms/diagnostic imaging
13.
Nucleic Acids Res ; 45(18): 10436-10451, 2017 Oct 13.
Article in English | MEDLINE | ID: mdl-28985428

ABSTRACT

Adenosine-to-inosine (A-to-I) RNA editing, catalyzed by Adenosine DeAminases acting on double-stranded RNA(dsRNA) (ADAR), occurs predominantly in the 3' untranslated regions (3'UTRs) of spliced mRNA. Here we uncover an unanticipated link between ADARs (ADAR1 and ADAR2) and the expression of target genes undergoing extensive 3'UTR editing. Using METTL7A (Methyltransferase Like 7A), a novel tumor suppressor gene with multiple editing sites at its 3'UTR, we demonstrate that its expression could be repressed by ADARs beyond their RNA editing and double-stranded RNA (dsRNA) binding functions. ADARs interact with Dicer to augment the processing of pre-miR-27a to mature miR-27a. Consequently, mature miR-27a targets the METTL7A 3'UTR to repress its expression level. In sum, our study unveils that the extensive 3'UTR editing of METTL7A is merely a footprint of ADAR binding, and there are a subset of target genes that are equivalently regulated by ADAR1 and ADAR2 through their non-canonical RNA editing and dsRNA binding-independent functions, albeit maybe less common. The functional significance of ADARs is much more diverse than previously appreciated and this gene regulatory function of ADARs is most likely to be of high biological importance beyond the best-studied editing function. This non-editing side of ADARs opens another door to target cancer.


Subject(s)
Adenosine Deaminase/metabolism , Gene Regulatory Networks/physiology , Neoplasms/genetics , RNA Editing , RNA, Double-Stranded/metabolism , RNA-Binding Proteins/metabolism , 3' Untranslated Regions/genetics , Adenosine/metabolism , Animals , Gene Expression Regulation, Neoplastic , HEK293 Cells , Humans , Inosine/metabolism , Neoplasms/metabolism , Tumor Cells, Cultured
14.
Can Vet J ; 65(5): 514-519, 2024 May.
Article in English | MEDLINE | ID: mdl-38694745
15.
BJU Int ; 121(5): 703-715, 2018 05.
Article in English | MEDLINE | ID: mdl-29211320

ABSTRACT

To establish a set of consensus statements to facilitate physician management strategies for patients with metastatic prostate cancer (mPCa) in Hong Kong. A local expert consensus was organized jointly by the two main professional organizations representing prostate cancer specialists in Hong Kong. A total of 12 experts were included in the consensus panel. Six of the most crucial and relevant areas of debate regarding the management of mPCa were identified. With the use of a modified Delphi method, several panel meetings were held for the members to discuss their clinical experience and the published literature relevant to the areas of debate. At the final meeting, each drafted statement was voted on by every member based on its practicability of recommendation in the locality. After the panel voting, a total of 45 consensus statements regarding the management of mPCa were ultimately accepted and established. The consensus statements were primarily derived from the latest clinical evidence and major overseas guidelines, with the consideration of local clinical experience and practicability. These are considered applicable recommendations for Hong Kong physicians for the management of mPCa patients.


Subject(s)
Neoplasm Metastasis/pathology , Neoplasm Metastasis/therapy , Prostatic Neoplasms/pathology , Prostatic Neoplasms/therapy , Urology , Angiogenesis Inhibitors , Antineoplastic Agents , Biomarkers, Tumor , Disease Management , Gene Expression Regulation, Neoplastic , Hong Kong , Humans , Male , Practice Guidelines as Topic , Practice Patterns, Physicians' , Survival Rate
16.
Gastroenterology ; 151(4): 637-650.e10, 2016 10.
Article in English | MEDLINE | ID: mdl-27373511

ABSTRACT

BACKGROUD & AIMS: Gastric cancer (GC) is the third leading cause of global cancer mortality. Adenosine-to-inosine RNA editing is a recently described novel epigenetic mechanism involving sequence alterations at the RNA but not DNA level, primarily mediated by ADAR (adenosine deaminase that act on RNA) enzymes. Emerging evidence suggests a role for RNA editing and ADARs in cancer, however, the relationship between RNA editing and GC development and progression remains unknown. METHODS: In this study, we leveraged on the next-generation sequencing transcriptomics to demarcate the GC RNA editing landscape and the role of ADARs in this deadly malignancy. RESULTS: Relative to normal gastric tissues, almost all GCs displayed a clear RNA misediting phenotype with ADAR1/2 dysregulation arising from the genomic gain and loss of the ADAR1 and ADAR2 gene in primary GCs, respectively. Clinically, patients with GCs exhibiting ADAR1/2 imbalance demonstrated extremely poor prognoses in multiple independent cohorts. Functionally, we demonstrate in vitro and in vivo that ADAR-mediated RNA misediting is closely associated with GC pathogenesis, with ADAR1 and ADAR2 playing reciprocal oncogenic and tumor suppressive roles through their catalytic deaminase domains, respectively. Using an exemplary target gene PODXL (podocalyxin-like), we demonstrate that the ADAR2-regulated recoding editing at codon 241 (His to Arg) confers a loss-of-function phenotype that neutralizes the tumorigenic ability of the unedited PODXL. CONCLUSIONS: Our study highlights a major role for RNA editing in GC disease and progression, an observation potentially missed by previous next-generation sequencing analyses of GC focused on DNA alterations alone. Our findings also suggest new GC therapeutic opportunities through ADAR1 enzymatic inhibition or the potential restoration of ADAR2 activity.


Subject(s)
Adenosine Deaminase/genetics , RNA Editing , RNA-Binding Proteins/genetics , Stomach Neoplasms/genetics , Codon , Disease Progression , Epigenesis, Genetic , Female , Humans , Male , Middle Aged , Prognosis , Sequence Analysis, RNA , Sialoglycoproteins/genetics , Stomach Neoplasms/pathology , Transcriptome
17.
Hepatology ; 63(5): 1544-59, 2016 May.
Article in English | MEDLINE | ID: mdl-27100146

ABSTRACT

UNLABELLED: High-grade tumors with poor differentiation usually show phenotypic resemblance to their developmental ancestral cells. Cancer cells that gain lineage precursor cell properties usually hijack developmental signaling pathways to promote tumor malignant progression. However, the molecular mechanisms underlying this process remain unclear. In this study, the chromatin remodeler chromodomain-helicase-DNA-binding-protein 1-like (CHD1L) was found closely associated with liver development and hepatocellular carcinoma (HCC) tumor differentiation. Expression of CHD1L decreased during hepatocyte maturation and increased progressively from well-differentiated HCCs to poorly differentiated HCCs. Chromatin immunoprecipitation followed by high-throughput deep sequencing found that CHD1L could bind to the genomic sequences of genes related to development. Bioinformatics-aided network analysis indicated that CHD1L-binding targets might form networks associated with developmental transcription factor activation and histone modification. Overexpression of CHD1L conferred ancestral precursor-like properties of HCC cells both in vitro and in vivo. Inhibition of CHD1L reversed tumor differentiation and sensitized HCC cells to sorafenib treatment. Mechanism studies revealed that overexpression of CHD1L could maintain an active "open chromatin" configuration at promoter regions of estrogen-related receptor-beta and transcription factor 4, both of which are important regulators of HCC self-renewal and differentiation. In addition, we found a significant correlation of CHD1L with developmental transcriptional factors and lineage differentiation markers in clinical HCC patients. CONCLUSION: Genomic amplification of chromatin remodeler CHD1L might drive dedifferentiation of HCC toward an ancestral lineage through opening chromatin for key developmental transcriptional factors; further inhibition of CHD1L might "downgrade" poorly differentiated HCCs and provide novel therapeutic strategies.


Subject(s)
Carcinoma, Hepatocellular/pathology , Cell Lineage , Chromatin/physiology , DNA Helicases/physiology , DNA-Binding Proteins/physiology , Liver Neoplasms/pathology , Transcription Factors/physiology , Animals , Carcinoma, Hepatocellular/drug therapy , Cell Differentiation , Chromatin/chemistry , High-Throughput Nucleotide Sequencing , Liver Neoplasms/drug therapy , Mice , Mice, Inbred C57BL , Niacinamide/analogs & derivatives , Niacinamide/pharmacology , Phenylurea Compounds/pharmacology , Receptors, Estrogen/physiology , Sorafenib
18.
Gastroenterology ; 149(4): 1068-81.e5, 2015 Oct.
Article in English | MEDLINE | ID: mdl-26099525

ABSTRACT

BACKGROUND & AIMS: Levels of atonal homolog 8 (ATOH8) are reduced in 48% of hepatitis B virus-associated hepatocellular carcinoma cells (HCCs). ATOH8 downregulation is associated with loss of tumor differentiation, indicating an effect mediated by cancer stem cells. We investigated the effects of loss of ATOH8 in human hepatocellular carcinoma (HCC) cells and cell lines. METHODS: HCC and adjacent nontumor tissues were collected, from 2001 through 2012, from 242 patients undergoing hepatectomy at Sun Yat-Sen University Cancer Center in China; 83% of HCCs were associated with hepatitis B virus (HBV) infection. CD133(+) cells were isolated from tumor tissues by flow cytometry. Experiments were performed in HBV-positive and HBV-negative HCC cell lines, the immortalized liver cell line LO2, and 8 other HCC cell lines. ATOH8 was expressed from lentiviral vectors in PLC8024 and Huh7 cells; levels were knocked down with small interfering RNAs in QSG7701 cells. Cells carrying empty vectors were used as controls. Gene regulation by ATOH8 was assessed in mobility shift and luciferase reporter assays. Cells were analyzed in proliferation, foci formation, and colony formation assays. The tumorigenic and chemo-resistant potential of cells were investigated by assessing growth of xenograft tumors in immunocompromised mice. Metastatic features of cells were assessed in Matrigel invasion assays and wound healing analyses. RESULTS: Levels of ATOH8 mRNA were reduced by more than 4-fold, compared to nontumor tissues, in 118 of 242 HCC samples (48.8%). Patients with tumor reductions in ATOH8 had significantly shorter times of disease-free survival (mean, 41.4 months) than patients with normal tissue levels (mean, 52.6 months). ATOH8 expression was reduced in HepG2, Huh7, PLC8024 and CRL8064 HCC cells, as well as CD133(+) cells isolated from human HCC samples. Transgenic expression of ATOH8 in HCC cell lines significantly reduced proliferation and foci colony formation, as well as their invasive and migratory abilities. Transgenic expression of ATOH8 reduced the ability of HBV-positive PLC8024 cells to form tumors in mice, compared to control cells. Cells with ATOH8 knockdown formed xenograft tumors more rapidly, in more mice, than control cells. ATOH8 repressed transcription of stem-cell associated genes including OCT4, NANOG, and CD133. Knockdown of ATOH8 in CD133-negative QSG7701 cells caused them to express CD133; acquire self-renewal, differentiation, chemo-resistance properties; form more xenograft tumors in mice; and generate induced pluripotent stem cells (based on staining for alkaline phosphatase and their ability to form embryoid bodies and teratomas). Alternatively, expression of ATOH8 in PLC8024 and Huh7 cells significantly reduced the numbers of cells expressing CD133, and increased the chemo-sensitivity of Huh7 cells to 5-fluorouracil (5-FU) and cisplatin, in vitro and in mice. CONCLUSIONS: ATOH8 appears to be a tumor suppressor that induces stem-cell features and chemoresistance in HCC cells. Strategies to restore its levels and activities might be developed to treat patients with liver cancer.


Subject(s)
Basic Helix-Loop-Helix Transcription Factors/metabolism , Carcinoma, Hepatocellular/metabolism , Cell Dedifferentiation , Liver Neoplasms/metabolism , Neoplastic Stem Cells/metabolism , Tumor Suppressor Proteins/metabolism , AC133 Antigen , Animals , Antigens, CD/metabolism , Antineoplastic Agents/pharmacology , Basic Helix-Loop-Helix Transcription Factors/genetics , Carcinoma, Hepatocellular/drug therapy , Carcinoma, Hepatocellular/genetics , Carcinoma, Hepatocellular/pathology , Cell Movement , Cell Proliferation , Cell Survival , Disease-Free Survival , Dose-Response Relationship, Drug , Down-Regulation , Drug Resistance, Neoplasm , Gene Expression Regulation, Neoplastic , Glycoproteins/metabolism , Hep G2 Cells , Humans , Induced Pluripotent Stem Cells/metabolism , Kaplan-Meier Estimate , Liver Neoplasms/drug therapy , Liver Neoplasms/genetics , Liver Neoplasms/pathology , Male , Mice, SCID , Neoplasm Invasiveness , Neoplastic Stem Cells/drug effects , Neoplastic Stem Cells/pathology , Peptides/metabolism , RNA Interference , RNA, Messenger/metabolism , RNAi Therapeutics , Signal Transduction , Time Factors , Transcription, Genetic , Transfection , Tumor Suppressor Proteins/genetics , Xenograft Model Antitumor Assays
19.
Blood ; 124(25): 3699-708, 2014 Dec 11.
Article in English | MEDLINE | ID: mdl-25342713

ABSTRACT

Aplastic anemia (AA) is characterized by hypocellular marrow and peripheral pancytopenia. Because interferon gamma (IFN-γ) can be detected in peripheral blood mononuclear cells of AA patients, it has been hypothesized that autoreactive T lymphocytes may be involved in destroying the hematopoietic stem cells. We have observed AA-like symptoms in our IFN-γ adenylate-uridylate-rich element (ARE)-deleted (del) mice, which constitutively express a low level of IFN-γ under normal physiologic conditions. Because no T-cell autoimmunity was observed, we hypothesized that IFN-γ may be directly involved in the pathophysiology of AA. In these mice, we did not detect infiltration of T cells in bone marrow (BM), and the existing T cells seemed to be hyporesponsive. We observed inhibition in myeloid progenitor differentiation despite an increase in serum levels of cytokines involved in hematopoietic differentiation and maturation. Furthermore, there was a disruption in erythropoiesis and B-cell differentiation. The same phenomena were also observed in wild-type recipients of IFN-γ ARE-del BM. The data suggest that AA occurs when IFN-γ inhibits the generation of myeloid progenitors and prevents lineage differentiation, as opposed to infiltration of activated T cells. These results may be useful in improving treatment as well as maintaining a disease-free status.


Subject(s)
Anemia, Aplastic/immunology , Cell Differentiation/immunology , Cell Lineage/immunology , Hematopoietic Stem Cells/immunology , Interferon-gamma/immunology , Anemia, Aplastic/genetics , Anemia, Aplastic/metabolism , Animals , Antibodies, Neutralizing/immunology , Antibodies, Neutralizing/pharmacology , Bone Marrow Cells/immunology , Bone Marrow Cells/metabolism , Bone Marrow Transplantation/methods , Cell Differentiation/genetics , Cell Lineage/genetics , Erythropoiesis/drug effects , Erythropoiesis/genetics , Erythropoiesis/immunology , Flow Cytometry , Hematopoietic Stem Cells/metabolism , Humans , Interferon-gamma/genetics , Interferon-gamma/metabolism , Mice, Inbred BALB C , Mice, Knockout , T-Lymphocytes/immunology , T-Lymphocytes/metabolism
20.
Gastroenterology ; 146(4): 1084-96, 2014 Apr.
Article in English | MEDLINE | ID: mdl-24417816

ABSTRACT

BACKGROUND & AIMS: Although there are a few highly penetrant mutations that are linked directly to cancer initiation, more less-penetrant susceptibility alleles have been associated with cancer risk and progression. We used RNA sequence analysis to search for genetic variations associated with pathogenesis of hepatocellular carcinoma (HCC). METHODS: We analyzed 400 paired HCC and adjacent nontumor tissues, along with clinical information, from patients who underwent surgery at Sun Yat-Sen University in Guangzhou, China. Total RNA was extracted from tissues and sequenced, and variations with allele imbalance were identified. Effects of variants on cell functions were investigated in HCC cell lines and tumor xenografts in mice. Variants were associated with patient outcomes. RESULTS: We found a high proportion of allele imbalance in genes related to cellular stress. A nucleotide variation in the Oxidative Stress-Induced Growth Inhibitor 1 (OSGIN1) gene (nt 1494: G-A) resulted in an amino acid substitution (codon 438: Arg-His). The variant form of OSGIN1 was specifically retained in the tumor tissues. Functional assays showed that the common form of OSGIN1 functioned as a tumor suppressor, sensitizing HCC cells to chemotherapeutic agents by inducing apoptosis. However, the variant form of OSGIN1 was less effective. It appeared to affect the translocation of OSGIN1 from the nucleus to mitochondria, which is important for its apoptotic function. The expression pattern and localization of OSGIN1 was altered in HCC specimens, compared with adjacent liver tissue. Levels of OSGIN1 messenger RNA were reduced in 24.7% of HCC specimens, and down-regulation was associated with shorter overall and disease-free survival times of patients. Patients with the OSGIN1 1494A variant had the shortest mean survival time (32.68 mo) among patient subgroups, and their tumor samples had the lowest apoptotic index. CONCLUSIONS: We identified OSGIN1 as a tumor suppressor that is down-regulated or altered in human HCCs. Variants of OSGIN1 detected in HCC samples reduce apoptosis and are associated with shorter survival times of patients.


Subject(s)
Allelic Imbalance , Carcinoma, Hepatocellular/genetics , Genes, Tumor Suppressor , Liver Neoplasms/genetics , Proteins/genetics , Animals , Antineoplastic Agents/pharmacology , Apoptosis/drug effects , Apoptosis Regulatory Proteins , Carcinoma, Hepatocellular/metabolism , Carcinoma, Hepatocellular/mortality , Carcinoma, Hepatocellular/pathology , Carcinoma, Hepatocellular/therapy , Cell Line, Tumor , China , Disease Progression , Disease-Free Survival , Dose-Response Relationship, Drug , Down-Regulation , Gene Expression Regulation, Neoplastic , Genetic Predisposition to Disease , Humans , Kaplan-Meier Estimate , Liver Neoplasms/metabolism , Liver Neoplasms/mortality , Liver Neoplasms/pathology , Liver Neoplasms/therapy , Mice , Phenotype , Protein Transport , Proteins/metabolism , RNA Interference , RNA, Messenger/metabolism , Time Factors , Transfection
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