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1.
Mol Cancer Res ; 2024 Apr 22.
Article in English | MEDLINE | ID: mdl-38647377

ABSTRACT

Wilms tumor, the most common pediatric kidney cancer, resembles embryonic renal progenitors. Currently, there are no ways to therapeutically target Wilms tumor driver mutations, such as in the microRNA processing gene DROSHA. Here we used a "multi-omics" approach to define the effects of DROSHA mutation in Wilms tumor. We categorized Wilms tumor mutations into four mutational subclasses with unique transcriptional effects: microRNA processing, MYCN activation, chromatin remodeling, and kidney developmental factors. In particular, we find that DROSHA mutations are correlated with de-repressing microRNA target genes that regulate differentiation and proliferation and a self-renewing, mesenchymal state. We model these findings by inhibiting DROSHA expression in a Wilms tumor cell line, which led to upregulation of the cell cycle regulator cyclin D2 (CCND2). Furthermore, we observed that DROSHA mutations in Wilms tumor and DROSHA silencing in vitro were associated with a mesenchymal state with aberrations in redox metabolism. Accordingly, we demonstrate that Wilms tumor cells lacking microRNAs are sensitized to ferroptotic cell death through inhibition of glutathione peroxidase 4 (GPX4), the enzyme that detoxifies lipid peroxides. Implications: This study reveals genotype-transcriptome relationships in Wilms tumor and points to ferroptosis as a potentially therapeutic vulnerability in one subset of Wilms tumor.

2.
Genome Med ; 15(1): 20, 2023 04 03.
Article in English | MEDLINE | ID: mdl-37013636

ABSTRACT

BACKGROUND: Molecular profiling of the tumour immune microenvironment (TIME) has enabled the rational choice of immunotherapies in some adult cancers. In contrast, the TIME of paediatric cancers is relatively unexplored. We speculated that a more refined appreciation of the TIME in childhood cancers, rather than a reliance on commonly used biomarkers such as tumour mutation burden (TMB), neoantigen load and PD-L1 expression, is an essential prerequisite for improved immunotherapies in childhood solid cancers. METHODS: We combined immunohistochemistry (IHC) with RNA sequencing and whole-genome sequencing across a diverse spectrum of high-risk paediatric cancers to develop an alternative, expression-based signature associated with CD8+ T-cell infiltration of the TIME. Furthermore, we explored transcriptional features of immune archetypes and T-cell receptor sequencing diversity, assessed the relationship between CD8+ and CD4+ abundance by IHC and deconvolution predictions and assessed the common adult biomarkers such as neoantigen load and TMB. RESULTS: A novel 15-gene immune signature, Immune Paediatric Signature Score (IPASS), was identified. Using this signature, we estimate up to 31% of high-risk cancers harbour infiltrating T-cells. In addition, we showed that PD-L1 protein expression is poorly correlated with PD-L1 RNA expression and TMB and neoantigen load are not predictive of T-cell infiltration in paediatrics. Furthermore, deconvolution algorithms are only weakly correlated with IHC measurements of T-cells. CONCLUSIONS: Our data provides new insights into the variable immune-suppressive mechanisms dampening responses in paediatric solid cancers. Effective immune-based interventions in high-risk paediatric cancer will require individualised analysis of the TIME.


Subject(s)
B7-H1 Antigen , Neoplasms , Adult , Humans , Child , B7-H1 Antigen/genetics , B7-H1 Antigen/metabolism , Neoplasms/genetics , CD8-Positive T-Lymphocytes/metabolism , Biomarkers, Tumor/genetics , Tumor Microenvironment/genetics , Mutation
3.
medRxiv ; 2023 Feb 02.
Article in English | MEDLINE | ID: mdl-36778325

ABSTRACT

Wilms tumor, the most common kidney cancer in pediatrics, arises from embryonic renal progenitors. Although many patients are cured with multimodal therapy, outcomes remain poor for those with high-risk features. Recent sequencing efforts have provided few biological or clinically actionable insights. Here, we performed DNA and RNA sequencing on 94 Wilms tumors to understand how Wilms tumor mutations transform the transcriptome to arrest differentiation and drive proliferation. We show that most Wilms tumor mutations fall into four classes, each with unique transcriptional signatures: microRNA processing, MYCN activation, chromatin remodeling, and kidney development. In particular, the microRNA processing enzyme DROSHA is one of the most commonly mutated genes in Wilms tumor. We show that DROSHA mutations impair pri-microRNA cleavage, de-repress microRNA target genes, halt differentiation, and overexpress cyclin D2 (CCND2). Several mutational classes converge to drive CCND2 overexpression, which could render them susceptible to cell-cycle inhibitors.

4.
Clin Immunol ; 246: 109209, 2023 01.
Article in English | MEDLINE | ID: mdl-36539107

ABSTRACT

Children infected with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) develop less severe coronavirus disease 2019 (COVID-19) than adults. The mechanisms for the age-specific differences and the implications for infection-induced immunity are beginning to be uncovered. We show by longitudinal multimodal analysis that SARS-CoV-2 leaves a small footprint in the circulating T cell compartment in children with mild/asymptomatic COVID-19 compared to adult household contacts with the same disease severity who had more evidence of systemic T cell interferon activation, cytotoxicity and exhaustion. Children harbored diverse polyclonal SARS-CoV-2-specific naïve T cells whereas adults harbored clonally expanded SARS-CoV-2-specific memory T cells. A novel population of naïve interferon-activated T cells is expanded in acute COVID-19 and is recruited into the memory compartment during convalescence in adults but not children. This was associated with the development of robust CD4+ memory T cell responses in adults but not children. These data suggest that rapid clearance of SARS-CoV-2 in children may compromise their cellular immunity and ability to resist reinfection.


Subject(s)
COVID-19 , Humans , Adult , SARS-CoV-2 , CD4-Positive T-Lymphocytes , Immunity, Cellular , Lymphocyte Activation , Antibodies, Viral
5.
Pediatr Blood Cancer ; 67(11): e28594, 2020 11.
Article in English | MEDLINE | ID: mdl-32881242

ABSTRACT

Driver mutations in the CTNNB1 gene (encoding ß-catenin) are a hallmark of sporadic hepatoblastoma (HBL). Our results show that CTNNB1 circulating tumour DNA (ctDNA) is readily detected in patients diagnosed with localised HBL, with serial sampling along the course of therapy and follow up providing a sensitive mechanism to monitor tumour dynamics and response to treatment. This exciting potential for CTNNB1 ctDNA to serve as a biomarker for treatment response in HBL holds clinical value, and requires assessment in a larger cohort of mixed tumour stages and recurrent disease.


Subject(s)
Biomarkers, Tumor/genetics , Circulating Tumor DNA/blood , DNA, Neoplasm/genetics , Hepatoblastoma/diagnosis , Liver Neoplasms/diagnosis , Mutation , beta Catenin/genetics , Biomarkers, Tumor/blood , Circulating Tumor DNA/genetics , DNA, Neoplasm/blood , Follow-Up Studies , Hepatoblastoma/blood , Hepatoblastoma/genetics , Humans , Liver Neoplasms/blood , Liver Neoplasms/genetics , Prognosis , Prospective Studies , beta Catenin/blood
6.
Clin Cancer Res ; 24(22): 5673-5684, 2018 11 15.
Article in English | MEDLINE | ID: mdl-29784674

ABSTRACT

Purpose: High-risk neuroblastoma is an aggressive disease. DNA sequencing studies have revealed a paucity of actionable genomic alterations and a low mutation burden, posing challenges to develop effective novel therapies. We used RNA sequencing (RNA-seq) to investigate the biology of this disease, including a focus on tumor-infiltrating lymphocytes (TIL).Experimental Design: We performed deep RNA-seq on pretreatment diagnostic tumors from 129 high-risk and 21 low- or intermediate-risk patients with neuroblastomas. We used single-sample gene set enrichment analysis to detect gene expression signatures of TILs in tumors and examined their association with clinical and molecular parameters, including patient outcome. The expression profiles of 190 additional pretreatment diagnostic neuroblastomas, a neuroblastoma tissue microarray, and T-cell receptor (TCR) sequencing were used to validate our findings.Results: We found that MYCN-not-amplified (MYCN-NA) tumors had significantly higher cytotoxic TIL signatures compared with MYCN-amplified (MYCN-A) tumors. A reported MYCN activation signature was significantly associated with poor outcome for high-risk patients with MYCN-NA tumors; however, a subgroup of these patients who had elevated activated natural killer (NK) cells, CD8+ T cells, and cytolytic signatures showed improved outcome and expansion of infiltrating TCR clones. Furthermore, we observed upregulation of immune exhaustion marker genes, indicating an immune-suppressive microenvironment in these neuroblastomas.Conclusions: This study provides evidence that RNA signatures of cytotoxic TIL are associated with the presence of activated NK/T cells and improved outcomes in high-risk neuroblastoma patients harboring MYCN-NA tumors. Our findings suggest that these high-risk patients with MYCN-NA neuroblastoma may benefit from additional immunotherapies incorporated into the current therapeutic strategies. Clin Cancer Res; 24(22); 5673-84. ©2018 AACR.


Subject(s)
Cytotoxicity, Immunologic/genetics , N-Myc Proto-Oncogene Protein/genetics , Neuroblastoma/genetics , Neuroblastoma/immunology , Receptors, Antigen, T-Cell/genetics , T-Lymphocytes/immunology , T-Lymphocytes/metabolism , Cell Line, Tumor , Child, Preschool , Computational Biology/methods , Gene Amplification , Gene Expression Regulation, Neoplastic , Humans , Infant , Infant, Newborn , Neoplasm Staging , Neuroblastoma/pathology , Transcriptome
7.
Neoplasia ; 20(4): 335-350, 2018 04.
Article in English | MEDLINE | ID: mdl-29505958

ABSTRACT

Neuroblastoma is one of the commonest and deadliest solid tumours of childhood, and is thought to result from disrupted differentiation of the developing sympathoadrenergic lineage of the neural crest. Neuroblastoma exhibits intra- and intertumoural heterogeneity, with high risk tumours characterised by poor differentiation, which can be attributable to MYCN-mediated repression of genes involved in neuronal differentiation. MYCN is known to co-operate with oncogenic signalling pathways such as Alk, Akt and MEK/ERK signalling, and, together with c-MYC has been shown to be activated by Wnt signalling in various tissues. However, our previous work demonstrated that Wnt3a/Rspo2 treatment of some neuroblastoma cell lines can, paradoxically, decrease c-MYC and MYCN proteins. This prompted us to define the neuroblastoma-specific Wnt3a/Rspo2-driven transcriptome using RNA sequencing, and characterise the accompanying changes in cell biology. Here we report the identification of ninety Wnt target genes, and show that Wnt signalling is upstream of numerous transcription factors and signalling pathways in neuroblastoma. Using live-cell imaging, we show that Wnt signalling can drive differentiation of SK-N-BE(2)-C and SH-SY5Y cell-lines, but, conversely, proliferation of SK-N-AS cells. We show that cell-lines that differentiate show induction of pro-differentiation BMP4 and EPAS1 proteins, which is not apparent in the SK-N-AS cells. In contrast, SK-N-AS cells show increased CCND1, phosphorylated RB and E2F1 in response to Wnt3a/Rspo2, consistent with their proliferative response, and these proteins are not increased in differentiating lines. By meta-analysis of the expression of our 90 genes in primary tumour gene expression databases, we demonstrate discrete expression patterns of our Wnt genes in patient cohorts with different prognosis. Furthermore our analysis reveals interconnectivity within subsets of our Wnt genes, with one subset comprised of novel putative drivers of neuronal differentiation repressed by MYCN. Assessment of ß-catenin immunohistochemistry shows high levels of ß-catenin in tumours with better differentiation, further supporting a role for canonical Wnt signalling in neuroblastoma differentiation.


Subject(s)
Cell Differentiation/genetics , Cell Proliferation/genetics , Neuroblastoma/genetics , Wnt Proteins/genetics , Wnt Signaling Pathway/genetics , Cell Line, Tumor , Gene Expression Regulation, Neoplastic/genetics , Genes, myc/genetics , Humans , N-Myc Proto-Oncogene Protein/genetics , Nuclear Proteins/genetics , Oncogene Proteins/genetics
8.
JCO Precis Oncol ; 1: 1-12, 2017 Nov.
Article in English | MEDLINE | ID: mdl-35172499

ABSTRACT

PURPOSE: Programmed death-ligand 1 (PD-L1) expression represents a potential predictive biomarker of immune checkpoint blockade response. However, literature about the prevalence of PD-L1 expression in the pediatric cancer setting is discordant. METHODS: PD-L1 expression was analyzed using immunohistochemistry in 500 pediatric tumors (including neuroblastoma, sarcomas, and brain cancers). Tumors with ≥ 1% cells showing PD-L1 membrane staining of any intensity were scored as positive. Positive cases were further characterized, with cases with weak intensity PD-L1 staining reported as having low PD-L1 expression and cases with a moderate or strong intensity of staining considered to have high PD-L1 expression. RESULTS: PD-L1-positive staining was identified in 13% of cases, whereas high PD-L1 expression was found in 3% of cases. Neuroblastoma (n = 254) showed PD-L1 expression of any intensity in 18.9% of cases and was associated with longer overall survival (P = .045). However, high PD-L1 expression in neuroblastoma (3.1%) was significantly associated with an increased risk of relapse (P = .002). Positive PD-L1 staining was observed more frequently in low- and intermediate-risk patients (P = .037) and in cases lacking MYCN amplification (P = .002). CONCLUSION: In summary, high PD-L1 expression in patients with neuroblastoma may represent an unfavorable prognostic factor associated with a higher risk of cancer relapse. This work proposes PD-L1 immunohistochemical assessment as a novel parameter for identifying patients with an increased likelihood of cancer recurrence.

10.
AIDS Res Hum Retroviruses ; 24(6): 839-43, 2008 Jun.
Article in English | MEDLINE | ID: mdl-18544025

ABSTRACT

Absence of HIV infection of the choroid plexus (CPx) and macrophages in choroidal stroma was observed in two HIV-infected individuals who died 7 weeks and 12 months following the onset of HIV encephalitis. In contrast, the profound macrophage-related pathology associated with HIV infection presented in other neural tissue from 48 brain regions (seven CPx) was analyzed. These data suggest that HIV entry to the CNS may be independent of the CPx. It also emphasizes that the CPx is unlikely to harbor a significant reservoir of HIV in patients who rapidly progress to dementia.


Subject(s)
AIDS Dementia Complex/virology , Choroid Plexus/virology , HIV-1/isolation & purification , Macrophages/virology , AIDS Dementia Complex/pathology , Adult , Choroid Plexus/pathology , Encephalitis, Viral/virology , Fatal Outcome , Female , Humans , Immunohistochemistry , Male , Mammillary Bodies/pathology , Mammillary Bodies/virology , RNA, Viral/blood , Viral Load
11.
J Am Soc Nephrol ; 19(8): 1571-83, 2008 Aug.
Article in English | MEDLINE | ID: mdl-18480317

ABSTRACT

It is unknown whether epithelial-to-mesenchymal transition (EMT) leads to tubulointerstitial fibrosis in renal transplants. In this study, interstitial fibrosis and markers of EMT were followed in protocol transplant biopsies in 24 patients. Tubulointerstitial damage (TID) increased from 34 to 54% between 1 and 3 mo after transplantation. Detection of EMT depended on the marker used; low levels of alpha-smooth muscle actin were found in 61% of biopsies, but the less specific marker S100 calcium binding protein-A4 (also known as Fsp1) suggested a higher incidence of EMT. The presence or development of TID did not correlate with EMT but instead significantly correlated with subclinical immune activity (P < 0.05). Among biopsies showing TID, microarray analysis revealed differential regulation of 127 genes at 1 mo and 67 genes at 3 mo compared with baseline; these genes were predominantly associated with fibrosis, tissue remodeling, and immune response. Of the 173 EMT-associated genes interrogated, however, only 8.1% showed an expression pattern consistent with EMT at 1 mo and 6.3% at 3 mo. The remainder were not differentially altered, or their changes in expression were opposite those expected to promote EMT. Quantitative reverse transcriptase-PCR revealed that the expression pattern of 12 EMT-associated genes was inconsistent over time, opposite that expected, or consistent with subclinical rejection or inflammation. In conclusion, EMT does not seem to play a significant role in the development of early allograft fibrosis.


Subject(s)
Cell Transdifferentiation , Epithelial Cells/physiology , Kidney Transplantation/adverse effects , Kidney/pathology , Nephrosclerosis/physiopathology , Adult , Female , Fibrosis , Fluorescent Antibody Technique , Gene Expression Profiling , Humans , Male , Middle Aged , Nephrosclerosis/etiology , Nephrosclerosis/pathology , Oligonucleotide Array Sequence Analysis , Reverse Transcriptase Polymerase Chain Reaction , Urothelium/cytology
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