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1.
Cell ; 171(3): 540-556.e25, 2017 Oct 19.
Article in English | MEDLINE | ID: mdl-28988769

ABSTRACT

We report a comprehensive analysis of 412 muscle-invasive bladder cancers characterized by multiple TCGA analytical platforms. Fifty-eight genes were significantly mutated, and the overall mutational load was associated with APOBEC-signature mutagenesis. Clustering by mutation signature identified a high-mutation subset with 75% 5-year survival. mRNA expression clustering refined prior clustering analyses and identified a poor-survival "neuronal" subtype in which the majority of tumors lacked small cell or neuroendocrine histology. Clustering by mRNA, long non-coding RNA (lncRNA), and miRNA expression converged to identify subsets with differential epithelial-mesenchymal transition status, carcinoma in situ scores, histologic features, and survival. Our analyses identified 5 expression subtypes that may stratify response to different treatments.


Subject(s)
Urinary Bladder Neoplasms/genetics , Urinary Bladder Neoplasms/pathology , Aged , Cluster Analysis , DNA Methylation , Humans , MicroRNAs/genetics , Middle Aged , Muscle, Smooth/pathology , RNA, Long Noncoding/genetics , Survival Analysis , Urinary Bladder/pathology , Urinary Bladder Neoplasms/epidemiology , Urinary Bladder Neoplasms/therapy
3.
Am J Hum Genet ; 110(6): 979-988, 2023 06 01.
Article in English | MEDLINE | ID: mdl-37141891

ABSTRACT

Tuberous sclerosis complex (TSC) is a neurogenetic disorder due to loss-of-function TSC1 or TSC2 variants, characterized by tumors affecting multiple organs, including skin, brain, heart, lung, and kidney. Mosaicism for TSC1 or TSC2 variants occurs in 10%-15% of individuals diagnosed with TSC. Here, we report comprehensive characterization of TSC mosaicism by using massively parallel sequencing (MPS) of 330 TSC samples from a variety of tissues and fluids from a cohort of 95 individuals with mosaic TSC. TSC1 variants in individuals with mosaic TSC are much less common (9%) than in germline TSC overall (26%) (p < 0.0001). The mosaic variant allele frequency (VAF) is significantly higher in TSC1 than in TSC2, in both blood and saliva (median VAF: TSC1, 4.91%; TSC2, 1.93%; p = 0.036) and facial angiofibromas (median VAF: TSC1, 7.7%; TSC2 3.7%; p = 0.004), while the number of TSC clinical features in individuals with TSC1 and TSC2 mosaicism was similar. The distribution of mosaic variants across TSC1 and TSC2 is similar to that for pathogenic germline variants in general TSC. The systemic mosaic variant was not present in blood in 14 of 76 (18%) individuals with TSC, highlighting the value of analysis of multiple samples from each individual. A detailed comparison revealed that nearly all TSC clinical features are less common in individuals with mosaic versus germline TSC. A large number of previously unreported TSC1 and TSC2 variants, including intronic and large rearrangements (n = 11), were also identified.


Subject(s)
Tuberous Sclerosis , Tumor Suppressor Proteins , Humans , Tumor Suppressor Proteins/genetics , Tuberous Sclerosis/genetics , Tuberous Sclerosis/pathology , Tuberous Sclerosis Complex 2 Protein/genetics , Mutation , Tuberous Sclerosis Complex 1 Protein/genetics , Phenotype
4.
Annu Rev Genomics Hum Genet ; 23: 331-361, 2022 08 31.
Article in English | MEDLINE | ID: mdl-36044908

ABSTRACT

A mosaic state arises when pathogenic variants are acquired in certain cell lineages during postzygotic development, and mosaic individuals may present with a generalized or localized phenotype. Here, we review the current state of knowledge regarding mosaicism for eight common tumor suppressor genes-NF1, NF2, TSC1, TSC2, PTEN, VHL, RB1, and TP53-and their related genetic syndromes/entities. We compare and discuss approaches for comprehensive diagnostic genetic testing, the spectrum of variant allele frequency, and disease severity. We also review affected individuals who have no mutation identified after conventional genetic analysis, as well as genotype-phenotype correlations and transmission risk for each tumor suppressor gene in full heterozygous and mosaic patients. This review provides new insight into similarities as well as marked differences regarding the appreciation of mosaicism in these tumor suppressor syndromes.


Subject(s)
Genes, Tumor Suppressor , Mosaicism , Humans , Mutation , Phenotype , Prevalence
5.
Oncologist ; 29(10): 833-841, 2024 Oct 03.
Article in English | MEDLINE | ID: mdl-38907669

ABSTRACT

The genome of a cell is continuously battered by a plethora of exogenous and endogenous processes that can lead to damaged DNA. Repair mechanisms correct this damage most of the time, but failure to do so leaves mutations. Mutations do not occur in random manner, but rather typically follow a more or less specific pattern due to known or imputed mutational processes. Mutational signature analysis is the process by which the predominant mutational process can be inferred for a cancer and can be used in several contexts to study both the genesis of cancer and its response to therapy. Recent pan-cancer genomic efforts such as "The Cancer Genome Atlas" have identified numerous mutational signatures that can be categorized into single base substitutions, doublet base substitutions, or small insertions/deletions. Understanding these mutational signatures as they occur in non-small lung cancer could improve efforts at prevention, predict treatment response to personalized treatments, and guide the development of therapies targeting tumor evolution. For non-small cell lung cancer, several mutational signatures have been identified that correlate with exposures such as tobacco smoking and radon and can also reflect endogenous processes such as aging, APOBEC activity, and loss of mismatch repair. Herein, we provide an overview of the current knowledge of mutational signatures in non-small lung cancer.


Subject(s)
Carcinoma, Non-Small-Cell Lung , Lung Neoplasms , Mutation , Humans , Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Non-Small-Cell Lung/pathology , Lung Neoplasms/genetics , Lung Neoplasms/pathology
6.
Histopathology ; 83(4): 569-581, 2023 Oct.
Article in English | MEDLINE | ID: mdl-37679051

ABSTRACT

AIMS: Although TSC1 or TSC2 inactivating mutations that lead to mTORC1 hyperactivation have been reported in hepatic angiomyolipomas (hAML), the role of other somatic genetic events that may contribute to hAML development is unknown. There are also limited data regarding the tumour microenvironment (TME) of hAML. The aim of the present study was to identify other somatic events in genomic level and changes in TME that contribute to tumorigenesis in hAML. METHODS AND RESULTS: In this study, we performed exome sequencing in nine sporadic hAML tumours and deep-coverage targeted sequencing for TSC2 in three additional hAML. Immunohistochemistry and multiplex immunofluorescence were carried out for 15 proteins to characterise the tumour microenvironment and assess immune cell infiltration. Inactivating somatic variants in TSC2 were identified in 10 of 12 (83%) cases, with a median allele frequency of 13.6%. Five to 18 somatic variants (median number: nine, median allele frequency 21%) not in TSC1 or TSC2 were also identified, mostly of uncertain clinical significance. Copy number changes were rare, but detection was impaired by low tumour purity. Immunohistochemistry demonstrated numerous CD68+ macrophages of distinct appearance from Küpffer cells. Multiplex immunofluorescence revealed low numbers of exhausted PD-1+/PD-L1+, FOXP3+ and CD8+ T cells. CONCLUSION: hAML tumours have consistent inactivating mutations in TSC2 and have a low somatic mutation rate, similar to other TSC-associated tumours. Careful histological review, standard IHC and multiplex immunofluorescence demonstrated marked infiltration by non-neoplastic inflammatory cells, mostly macrophages.


Subject(s)
Angiomyolipoma , Gastrointestinal Neoplasms , Liver Neoplasms , Tuberous Sclerosis Complex 2 Protein , Humans , Angiomyolipoma/genetics , Liver Neoplasms/genetics , Macrophages , Mutation , Tumor Microenvironment , Tuberous Sclerosis Complex 2 Protein/genetics
7.
J Surg Oncol ; 128(7): 1141-1149, 2023 Dec.
Article in English | MEDLINE | ID: mdl-37702402

ABSTRACT

INTRODUCTION: Hyperthermic intraoperative cisplatin (HIOC) is associated with acute kidney injury (AKI). Administration of high-dose magnesium attenuates cisplatin-induced AKI (CP-AKI) in animal models but has not been rigorously examined in humans. METHODS: We tested the feasibility and safety of different doses of magnesium in mesothelioma patients receiving HIOC. In Pilot Study 1, we administered a 36-h continuous infusion of magnesium at 0.5 g/h, targeting serum magnesium levels between 3 and 4.8 mg/dL. In Pilot Study 2A, we administered a 6 g bolus followed by an infusion starting at 2 g/h, titrated to achieve levels between 4 and 6 mg/dL. We eliminated the bolus in Pilot Study 2B. RESULTS: In Pilot Study 1, all five patients enrolled completed the study; however, median postoperative Mg levels were only 2.4 mg/dL. In Pilot Study 2A, two of four patients (50%) were withdrawn due to bradycardia during the bolus. In Pilot Study 2B, two patients completed the study whereas two developed postoperative bradycardia attributed to the magnesium. CONCLUSIONS: A 0.5 g/h infusion for 36 h did not achieve therapeutic magnesium levels, while an infusion at 2 g/h was associated with bradycardia. These studies informed the design of a randomized clinical trial testing whether intravenously Mg attenuates HIOC-associated AKI.


Subject(s)
Acute Kidney Injury , Mesothelioma, Malignant , Mesothelioma , Humans , Cisplatin/adverse effects , Pilot Projects , Magnesium/therapeutic use , Bradycardia/chemically induced , Bradycardia/drug therapy , Mesothelioma/drug therapy , Mesothelioma, Malignant/chemically induced , Mesothelioma, Malignant/drug therapy , Acute Kidney Injury/chemically induced , Acute Kidney Injury/drug therapy
8.
J Med Genet ; 59(9): 920-923, 2022 Sep.
Article in English | MEDLINE | ID: mdl-34635572

ABSTRACT

Tuberous sclerosis complex (TSC) is a genetic syndrome due to mutations in either TSC1 or TSC2, leading to the development of hamartomatous tumours at multiple body sites, including facial skin (facial angiofibroma (FAF)), brain (cortical tubers) and kidney (angiomyolipoma (AML)). In this report, we describe an individual with minimal TSC clinical features, who had 'no mutation identified' (NMI) by prior genetic testing in a clinical laboratory. Our massively parallel sequencing (MPS) analysis of multiple samples from different body sites and tumours (including blood, saliva, normal skin, AML and FAF) revealed an extraordinary situation in which FAF and AML had completely independent inactivating biallelic variants in TSC2, not present in other matched samples. This suggests that the two different lesions (AML and FAF) are not due to the same underlying germline or mosaic mutation, rather both are likely sporadic events. This case demonstrates the relevance of thorough clinical examination, high-coverage MPS of multiple tumours and matched normal tissues, and appropriate genetic counselling for individuals with marginal TSC features and possible TSC1 or TSC2 mosaicism.


Subject(s)
Angiofibroma , Angiomyolipoma , Kidney Neoplasms , Leukemia, Myeloid, Acute , Tuberous Sclerosis , Angiofibroma/diagnosis , Angiofibroma/genetics , Angiomyolipoma/diagnosis , Angiomyolipoma/genetics , Humans , Tuberous Sclerosis/diagnosis , Tuberous Sclerosis/genetics , Tuberous Sclerosis/pathology , Tuberous Sclerosis Complex 1 Protein/genetics , Tuberous Sclerosis Complex 2 Protein/genetics , Tumor Suppressor Proteins/genetics
9.
Annu Rev Genomics Hum Genet ; 20: 217-240, 2019 08 31.
Article in English | MEDLINE | ID: mdl-31018109

ABSTRACT

Tuberous sclerosis complex (TSC) is an autosomal dominant disorder that affects multiple organ systems due to an inactivating variant in either TSC1 or TSC2, resulting in the hyperactivation of the mechanistic target of rapamycin (mTOR) pathway. Dysregulated mTOR signaling results in increased cell growth and proliferation. Clinically, TSC patients exhibit great phenotypic variability, but the neurologic and neuropsychiatric manifestations of the disease have the greatest morbidity and mortality. TSC-associated epilepsy occurs in nearly all patients and is often difficult to treat because it is refractory to multiple antiseizure medications. The advent of mTOR inhibitors offers great promise in the treatment of TSC-associated epilepsy and other neurodevelopmental manifestations of the disease; however, the optimal timing of therapeutic intervention is not yet fully understood.


Subject(s)
Mental Disorders/genetics , TOR Serine-Threonine Kinases/genetics , Tuberous Sclerosis Complex 1 Protein/genetics , Tuberous Sclerosis Complex 2 Protein/genetics , Tuberous Sclerosis/genetics , Everolimus/therapeutic use , Gene Expression Regulation , Genotype , Humans , Mental Disorders/diagnosis , Mental Disorders/drug therapy , Mental Disorders/metabolism , Mutation , Neurogenesis/drug effects , Neurogenesis/genetics , Neurons/drug effects , Neurons/metabolism , Neurons/pathology , Neuroprotective Agents/therapeutic use , Phenotype , Severity of Illness Index , Signal Transduction , TOR Serine-Threonine Kinases/antagonists & inhibitors , TOR Serine-Threonine Kinases/metabolism , Tuberous Sclerosis/diagnosis , Tuberous Sclerosis/drug therapy , Tuberous Sclerosis/metabolism , Tuberous Sclerosis Complex 1 Protein/metabolism , Tuberous Sclerosis Complex 2 Protein/metabolism , Vigabatrin/therapeutic use
10.
Br J Cancer ; 126(5): 797-803, 2022 03.
Article in English | MEDLINE | ID: mdl-34949788

ABSTRACT

BACKGROUND AND AIMS: CDH1 germline variants have been linked to heritability in diffuse gastric (DGC) and lobular breast cancer (LBC). Studies have not yet assessed whether CDH1 is a cancer-susceptibility gene in other cancers. Herein, we mapped the landscape of pathogenic and likely pathogenic (P/LP) germline variants in CDH1 across various cancers and ethnicities. METHODS: We evaluated CDH1 germline P/LP variants in 212,944 patients at one CLIA-certified laboratory (Invitae) and described their frequency in 7 cancer types. We screened for CDH1 variant enrichment in each cancer relative to a cancer-free population from The Genome Aggregation Database version 3 (gnomADv3). RESULTS: CDH1 P/LP variants were identified in 141 patients, most commonly in patients with DGC (27/408, 6.6%) followed by colorectal signet-ring cell cancer (CSRCC; 3/79, 3.8%), gastric cancer (56/2756, 2%), and LBC (22/6809, 0.3%). CDH1 P/LP variants were enriched in specific ethnic populations with breast cancer, gastric cancer, CRC, LBC, DGC, and CSRCC compared to matched ethnicities from gnomADv3. CONCLUSION: We report for the first time the prevalence of P/LP CDH1 variants across several cancers and show significant enrichment in CDH1 P/LP variants for patients with CSRCC, DGC, and LBC across various ethnicities. Future prospective studies are warranted to validate these findings.


Subject(s)
Antigens, CD/genetics , Breast Neoplasms/genetics , Cadherins/genetics , Carcinoma, Lobular/genetics , Carcinoma, Signet Ring Cell/genetics , Colorectal Neoplasms/genetics , Germ-Line Mutation , Stomach Neoplasms/genetics , Adult , Aged , Breast Neoplasms/ethnology , Carcinoma, Lobular/ethnology , Carcinoma, Signet Ring Cell/ethnology , Colorectal Neoplasms/ethnology , Female , Genetic Predisposition to Disease , High-Throughput Nucleotide Sequencing , Humans , Male , Middle Aged , Mutation Rate , Prevalence , Sequence Analysis, DNA , Stomach Neoplasms/ethnology , Young Adult
11.
Ann Neurol ; 89(2): 304-314, 2021 02.
Article in English | MEDLINE | ID: mdl-33180985

ABSTRACT

OBJECTIVE: Epilepsy develops in 70 to 90% of children with tuberous sclerosis complex (TSC) and is often resistant to medication. Recently, the concept of preventive antiepileptic treatment to modify the natural history of epilepsy has been proposed. EPISTOP was a clinical trial designed to compare preventive versus conventional antiepileptic treatment in TSC infants. METHODS: In this multicenter study, 94 infants with TSC without seizure history were followed with monthly video electroencephalography (EEG), and received vigabatrin either as conventional antiepileptic treatment, started after the first electrographic or clinical seizure, or preventively when epileptiform EEG activity before seizures was detected. At 6 sites, subjects were randomly allocated to treatment in a 1:1 ratio in a randomized controlled trial (RCT). At 4 sites, treatment allocation was fixed; this was denoted an open-label trial (OLT). Subjects were followed until 2 years of age. The primary endpoint was the time to first clinical seizure. RESULTS: In 54 subjects, epileptiform EEG abnormalities were identified before seizures. Twenty-seven were included in the RCT and 27 in the OLT. The time to the first clinical seizure was significantly longer with preventive than conventional treatment [RCT: 364 days (95% confidence interval [CI] = 223-535) vs 124 days (95% CI = 33-149); OLT: 426 days (95% CI = 258-628) vs 106 days (95% CI = 11-149)]. At 24 months, our pooled analysis showed preventive treatment reduced the risk of clinical seizures (odds ratio [OR] = 0.21, p = 0.032), drug-resistant epilepsy (OR = 0.23, p = 0.022), and infantile spasms (OR = 0, p < 0.001). No adverse events related to preventive treatment were noted. INTERPRETATION: Preventive treatment with vigabatrin was safe and modified the natural history of seizures in TSC, reducing the risk and severity of epilepsy. ANN NEUROL 2021;89:304-314.


Subject(s)
Anticonvulsants/therapeutic use , Epilepsy/prevention & control , Tuberous Sclerosis/physiopathology , Vigabatrin/therapeutic use , Drug Resistant Epilepsy/prevention & control , Electroencephalography , Epilepsy/drug therapy , Epilepsy/etiology , Epilepsy/physiopathology , Female , Humans , Infant , Infant, Newborn , Male , Mass Screening , Seizures/diagnosis , Seizures/drug therapy , Seizures/etiology , Seizures/prevention & control , Spasms, Infantile/prevention & control , Tuberous Sclerosis/complications
12.
Dev Med Child Neurol ; 64(4): 495-501, 2022 04.
Article in English | MEDLINE | ID: mdl-34601720

ABSTRACT

AIM: To describe the evolution of electroencephalogram (EEG) characteristics in infants with tuberous sclerosis complex (TSC) and the relationship with neurodevelopmental outcome at 24 months. METHOD: Eighty-three infants were enrolled in the EPISTOP trial and underwent serial EEG follow-up until the age of 24 months (males n=45, females n=37, median age at enrolment 28d, interquartile range 14-54d). Maturation of the EEG background and epileptiform discharges were compared between the TSC1 and TSC2 variants and between preventive and conventional groups respectively. RESULTS: Children with TSC2 more frequently had a slower posterior dominant rhythm (PDR) at 24 months (51% vs 11%, p=0.002), a higher number of epileptiform foci (median=8 vs 4, p=0.003), and a lower fraction of EEGs without epileptiform discharges (18% vs 61%, p=0.001) at follow-up. A slower PDR at 24 months was significantly associated with lower cognitive (median=70 vs 80, p=0.028) and motor developmental quotients (median=70 vs 79, p=0.008). A higher fraction of EEGs without epileptiform discharges was associated with a lower probability of autism spectrum disorder symptoms (odds ratio=0.092, 95% confidence interval=0.009-0.912, p=0.042) and higher cognitive (p=0.004), language (p=0.002), and motor (p=0.001) developmental quotients at 24 months. INTERPRETATION: TSC2 is associated with more abnormal EEG characteristics compared to TSC1, which are predictive for neurodevelopmental outcome.


Subject(s)
Autism Spectrum Disorder , Tuberous Sclerosis , Autism Spectrum Disorder/complications , Child, Preschool , Electroencephalography , Female , Humans , Infant , Male , Prospective Studies , Tuberous Sclerosis/complications , Tuberous Sclerosis/diagnosis , Tuberous Sclerosis Complex 2 Protein/genetics
13.
Br J Cancer ; 124(10): 1680-1689, 2021 05.
Article in English | MEDLINE | ID: mdl-33723388

ABSTRACT

BACKGROUND: We previously proposed an immune cell score (tumour node metastasis (TNM)-Immune cell score) classifier as an add-on to the existing TNM staging system for non-small cell lung cancer (NSCLC). Herein, we examined how to reliably assess a tertiary lymphoid structure (TLS) score to refine the TNM staging system. METHODS: Using immunohistochemistry (CD8/cytokeratin), we quantified TLS in resected NSCLC whole-tumour tissue sections with three different scoring models on two independent collections (total of 553 patients). In a pilot setting, NanoString gene expression signatures were analysed for associations with TLS. RESULTS: The number of TLSs significantly decreased in stage III patients as compared to stage II. The TLS score was an independent positive prognostic factor, regardless of the type of (semi)-quantification strategy used (four-scale semi-quantitative; absolute count of total TLS; subpopulation of mature TLS) or the endpoint (disease-specific survival; overall survival; time to recurrence). Subgroup analyses revealed a significant prognostic impact of TLS score within each pathological stage, patient cohort and main histological subtype. Targeted gene expression analysis showed that high TLS levels were associated with the expression of B cell and adaptive immunity genes/metagenes including tumour inflammation signature. CONCLUSIONS: The TLS score increases the prognostic power in each pathological stage and hence has the potential to refine TNM staging in resected NSCLC.


Subject(s)
Carcinoma, Non-Small-Cell Lung/pathology , Lung Neoplasms/pathology , Tertiary Lymphoid Structures/pathology , Biomarkers, Tumor/analysis , Biomarkers, Tumor/genetics , Biomarkers, Tumor/metabolism , CD8 Antigens/metabolism , Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Non-Small-Cell Lung/metabolism , Cohort Studies , Follow-Up Studies , Gene Expression Regulation, Neoplastic , Humans , Immunohistochemistry , Keratins/metabolism , Lung Neoplasms/genetics , Lung Neoplasms/metabolism , Lymphocytes, Tumor-Infiltrating/metabolism , Lymphocytes, Tumor-Infiltrating/pathology , Neoplasm Staging , Norway , Prognosis , Research Design , Tertiary Lymphoid Structures/diagnosis , Tertiary Lymphoid Structures/genetics , Tertiary Lymphoid Structures/metabolism , Transcriptome , Tumor Microenvironment/genetics , Tumor Microenvironment/immunology
14.
Mod Pathol ; 34(2): 264-279, 2021 02.
Article in English | MEDLINE | ID: mdl-33051600

ABSTRACT

Subependymal giant-cell astrocytomas (SEGAs) are slow-growing brain tumors that are a hallmark feature seen in 5-10% of patients with Tuberous Sclerosis Complex (TSC). Though histologically benign, they can cause serious neurologic symptoms, leading to death if untreated. SEGAs consistently show biallelic loss of TSC1 or TSC2. Herein, we aimed to define other somatic events beyond TSC1/TSC2 loss and identify potential transcriptional drivers that contribute to SEGA formation. Paired tumor-normal whole-exome sequencing was performed on 21 resected SEGAs from 20 TSC patients. Pathogenic variants in TSC1/TSC2 were identified in 19/21 (90%) SEGAs. Copy neutral loss of heterozygosity (size range: 2.2-46 Mb) was seen in 76% (16/21) of SEGAs (44% chr9q and 56% chr16p). An average of 1.4 other somatic variants (range 0-7) per tumor were identified, unlikely of pathogenic significance. Whole transcriptome RNA-sequencing analyses revealed 190 common differentially expressed genes in SEGA (n = 16, 13 from a prior study) in pairwise comparison to each of: low grade diffuse gliomas (n = 530) and glioblastoma (n = 171) from The Cancer Genome Atlas (TCGA) consortium, ganglioglioma (n = 10), TSC cortical tubers (n = 15), and multiple normal tissues. Among these, homeobox transcription factors (TFs) HMX3, HMX2, VAX1, SIX3; and TFs IRF6 and EOMES were all expressed >12-fold higher in SEGAs (FDR/q-value < 0.05). Immunohistochemistry supported the specificity of IRF6, VAX1, SIX3 for SEGAs in comparison to other tumor entities and normal brain. We conclude that SEGAs have an extremely low somatic mutation rate, suggesting that TSC1/TSC2 loss is sufficient to drive tumor growth. The unique and highly expressed SEGA-specific TFs likely reflect the neuroepithelial cell of origin, and may also contribute to the transcriptional and epigenetic state that enables SEGA growth following two-hit loss of TSC1 or TSC2 and mTORC1 activation.


Subject(s)
Astrocytoma/genetics , Brain Neoplasms/genetics , Mechanistic Target of Rapamycin Complex 1/metabolism , Tuberous Sclerosis Complex 1 Protein/genetics , Tuberous Sclerosis Complex 2 Protein/genetics , Adolescent , Astrocytoma/metabolism , Brain Neoplasms/metabolism , Child , Child, Preschool , Female , Humans , Infant , Male , Middle Aged , Mutation Rate , Transcriptome , Young Adult
15.
Neuropathol Appl Neurobiol ; 47(6): 796-811, 2021 10.
Article in English | MEDLINE | ID: mdl-33942341

ABSTRACT

AIMS: Tuberous sclerosis complex (TSC) is a genetic disorder associated with dysregulation of the mechanistic target of rapamycin complex 1 (mTORC1) signalling pathway. Neurodevelopmental disorders, frequently present in TSC, are linked to cortical tubers in the brain. We previously reported microRNA-34a (miR-34a) among the most upregulated miRs in tubers. Here, we characterised miR-34a expression in tubers with the focus on the early brain development and assessed the regulation of mTORC1 pathway and corticogenesis by miR-34a. METHODS: We analysed the expression of miR-34a in resected cortical tubers (n = 37) compared with autopsy-derived control tissue (n = 27). The effect of miR-34a overexpression on corticogenesis was assessed in mice at E18. The regulation of the mTORC1 pathway and the expression of the bioinformatically predicted target genes were assessed in primary astrocyte cultures from three patients with TSC and in SH-SY5Y cells following miR-34a transfection. RESULTS: The peak of miR-34a overexpression in tubers was observed during infancy, concomitant with the presence of pathological markers, particularly in giant cells and dysmorphic neurons. miR-34a was also strongly expressed in foetal TSC cortex. Overexpression of miR-34a in mouse embryos decreased the percentage of cells migrated to the cortical plate. The transfection of miR-34a mimic in TSC astrocytes negatively regulated mTORC1 and decreased the expression of the target genes RAS related (RRAS) and NOTCH1. CONCLUSIONS: MicroRNA-34a is most highly overexpressed in tubers during foetal and early postnatal brain development. miR-34a can negatively regulate mTORC1; however, it may also contribute to abnormal corticogenesis in TSC.


Subject(s)
Astrocytes/metabolism , Brain/growth & development , MicroRNAs/genetics , Tuberous Sclerosis/genetics , Adolescent , Adult , Animals , Brain/pathology , Cerebral Cortex/pathology , Child , Child, Preschool , Female , Humans , Infant , Male , Mice, Inbred C57BL , MicroRNAs/metabolism , Neurons/pathology , Signal Transduction/genetics , Tuberous Sclerosis/complications , Tuberous Sclerosis/pathology , Young Adult
16.
Epilepsia ; 62(5): 1208-1219, 2021 05.
Article in English | MEDLINE | ID: mdl-33778971

ABSTRACT

OBJECTIVE: To study the association between timing and characteristics of the first electroencephalography (EEG) with epileptiform discharges (ED-EEG) and epilepsy and neurodevelopment at 24 months in infants with tuberous sclerosis complex (TSC). METHODS: Patients enrolled in the prospective Epileptogenesis in a genetic model of epilepsy - Tuberous sclerosis complex (EPISTOP) trial, had serial EEG monitoring until the age of 24 months. The timing and characteristics of the first ED-EEG were studied in relation to clinical outcome. Epilepsy-related outcomes were analyzed separately in a conventionally followed group (initiation of vigabatrin after seizure onset) and a preventive group (initiation of vigabatrin before seizures, but after appearance of interictal epileptiform discharges [IEDs]). RESULTS: Eighty-three infants with TSC were enrolled at a median age of 28 days (interquartile range [IQR] 14-54). Seventy-nine of 83 patients (95%) developed epileptiform discharges at a median age of 77 days (IQR 23-111). Patients with a pathogenic TSC2 variant were significantly younger (P-value .009) at first ED-EEG and more frequently had multifocal IED (P-value .042) than patients with a pathogenic TSC1 variant. A younger age at first ED-EEG was significantly associated with lower cognitive (P-value .010), language (P-value .001), and motor (P-value .013) developmental quotients at 24 months. In the conventional group, 48 of 60 developed seizures. In this group, the presence of focal slowing on the first ED-EEG was predictive of earlier seizure onset (P-value .030). Earlier recording of epileptiform discharges (P-value .019), especially when multifocal (P-value .026) was associated with higher risk of drug-resistant epilepsy. In the preventive group, timing, distribution of IED, or focal slowing, was not associated with the epilepsy outcomes. However, when multifocal IEDs were present on the first ED-EEG, preventive treatment delayed the onset of seizures significantly (P-value <.001). SIGNIFICANCE: Early EEG findings help to identify TSC infants at risk of severe epilepsy and neurodevelopmental delay and those who may benefit from preventive treatment with vigabatrin.


Subject(s)
Anticonvulsants/therapeutic use , Early Diagnosis , Epilepsy/diagnosis , Epilepsy/drug therapy , Tuberous Sclerosis/complications , Developmental Disabilities/epidemiology , Developmental Disabilities/etiology , Electroencephalography , Epilepsy/etiology , Female , Humans , Infant , Infant, Newborn , Male , Tuberous Sclerosis/diagnosis , Tuberous Sclerosis/genetics , Tuberous Sclerosis Complex 1 Protein/genetics , Tuberous Sclerosis Complex 2 Protein/genetics , Vigabatrin/therapeutic use
17.
Am J Respir Crit Care Med ; 202(10): 1373-1387, 2020 11 15.
Article in English | MEDLINE | ID: mdl-32603599

ABSTRACT

Rationale: Lymphangioleiomyomatosis (LAM) is a metastatic neoplasm of reproductive-age women associated with mutations in tuberous sclerosis complex genes. LAM causes cystic remodeling of the lung and progressive respiratory failure. The sources and cellular characteristics of LAM cells underlying disease pathogenesis remain elusive.Objectives: Identification and characterization of LAM cells in human lung and uterus using a single-cell approach.Methods: Single-cell and single-nuclei RNA sequencing on LAM (n = 4) and control (n = 7) lungs, immunofluorescence confocal microscopy, ELISA, and aptamer proteomics were used to identify and validate LAMCORE cells and secreted biomarkers, predict cellular origins, and define molecular and cellular networks in LAM.Measurements and Main Results: A unique cell type termed LAMCORE was identified, which was distinct from, but closely related to, lung mesenchymal cells. LAMCORE cells expressing signature genes included known LAM markers such as PMEL, FIGF, CTSK, and MLANA and novel biomarkers validated by aptamer screening, ELISA, and immunofluorescence microscopy. LAM cells in lung and uterus are morphologically indistinguishable and share similar gene expression profiles and biallelic TSC2 mutations, supporting a potential uterine origin for the LAMCORE cell. Effects of LAM on resident pulmonary cell types indicated recruitment and activation of lymphatic endothelial cells.Conclusions: A unique population of LAMCORE cells was identified in lung and uterus of patients with LAM, sharing close transcriptomic identity. LAM cell selective markers, secreted biomarkers, and the predicted cellular molecular features provide new insights into the signaling and transcriptional programs that may serve as diagnostic markers and therapeutic targets to influence the pathogenesis of LAM.


Subject(s)
Biomarkers, Tumor/genetics , Lung Neoplasms/diagnosis , Lung Neoplasms/genetics , Lymphangioleiomyomatosis/diagnosis , Lymphangioleiomyomatosis/genetics , Transcriptome/genetics , Uterine Neoplasms/diagnosis , Uterine Neoplasms/genetics , Adult , Aged , Female , Humans , Middle Aged , Single-Cell Analysis , United States
18.
Proc Natl Acad Sci U S A ; 115(27): E6274-E6282, 2018 07 03.
Article in English | MEDLINE | ID: mdl-29891694

ABSTRACT

Chromophobe renal cell carcinoma (ChRCC) accounts for 5% of all sporadic renal cancers and can also occur in genetic syndromes including Birt-Hogg-Dube (BHD) and tuberous sclerosis complex (TSC). ChRCC has a distinct accumulation of abnormal mitochondria, accompanied by characteristic chromosomal imbalances and relatively few "driver" mutations. Metabolomic profiling of ChRCC and oncocytomas (benign renal tumors that share pathological features with ChRCC) revealed both similarities and differences between these tumor types, with principal component analysis (PCA) showing a distinct separation. ChRCC have a striking decrease in intermediates of the glutathione salvage pathway (also known as the gamma-glutamyl cycle) compared with adjacent normal kidney, as well as significant changes in glycolytic and pentose phosphate pathway intermediates. We also found that gamma glutamyl transferase 1 (GGT1), the key enzyme of the gamma-glutamyl cycle, is expressed at ∼100-fold lower levels in ChRCC compared with normal kidney, while no change in GGT1 expression was found in clear cell RCC (ccRCC). Significant differences in specific metabolite abundance were found in ChRCC vs. ccRCC, including the oxidative stress marker ophthalmate. Down-regulation of GGT1 enhanced the sensitivity to oxidative stress and treatment with buthionine sulfoximine (BSO), which was associated with changes in glutathione-pathway metabolites. These data indicate that impairment of the glutathione salvage pathway, associated with enhanced oxidative stress, may have key therapeutic implications for this rare tumor type for which there are currently no specific targeted therapies.


Subject(s)
Biomarkers, Tumor/metabolism , Carcinoma, Renal Cell/enzymology , Kidney Neoplasms/enzymology , Neoplasm Proteins/metabolism , Oligopeptides/metabolism , gamma-Glutamyltransferase/metabolism , Biomarkers, Tumor/genetics , Carcinoma, Renal Cell/genetics , Carcinoma, Renal Cell/pathology , Female , Humans , Kidney Neoplasms/genetics , Kidney Neoplasms/pathology , Male , Neoplasm Proteins/genetics , Oligopeptides/genetics , Oxidative Stress/genetics , Signal Transduction/genetics , gamma-Glutamyltransferase/genetics
19.
PLoS Genet ; 14(9): e1007679, 2018 09.
Article in English | MEDLINE | ID: mdl-30256787

ABSTRACT

The mechanistic target of rapamycin (mTOR) is an established therapeutic target in renal cell carcinoma (RCC). Mechanisms of secondary resistance to rapalog therapy in RCC have not been studied previously. We identified six patients with metastatic RCC who initially responded to mTOR inhibitor therapy and then progressed, and had pre-treatment and post-treatment tumor samples available for analysis. We performed deep whole exome sequencing on the paired tumor samples and a blood sample. Sequence data was analyzed using Mutect, CapSeg, Absolute, and Phylogic to identify mutations, copy number changes, and their changes over time. We also performed in vitro functional assays on PBRM1 in RCC cell lines. Five patients had clear cell and one had chromophobe RCC. 434 somatic mutations in 416 genes were identified in the 12 tumor samples. 201 (46%) of mutations were clonal in both samples while 129 (30%) were acquired in the post-treatment samples. Tumor heterogeneity or sampling issues are likely to account for some mutations that were acquired in the post-treatment samples. Three samples had mutations in TSC1; one in PTEN; and none in MTOR. PBRM1 was the only gene in which mutations were acquired in more than one post-treatment sample. We examined the effect of PBRM1 loss in multiple RCC cell lines, and could not identify any effect on rapalog sensitivity in in vitro culture assays. We conclude that mTOR pathway gene mutations did not contribute to rapalog resistance development in these six patients with advanced RCC. Furthermore, mechanisms of resistance to rapalogs in RCC remain unclear and our results suggest that PBRM1 loss may contribute to sensitivity through complex transcriptional effects.


Subject(s)
Antineoplastic Agents/pharmacology , Carcinoma, Renal Cell/drug therapy , Drug Resistance, Neoplasm/genetics , Kidney Neoplasms/drug therapy , Nuclear Proteins/genetics , Protein Kinase Inhibitors/pharmacology , Transcription Factors/genetics , Adult , Aged , Antineoplastic Agents/therapeutic use , Carcinoma, Renal Cell/genetics , Carcinoma, Renal Cell/pathology , DNA-Binding Proteins , Disease Progression , Epigenesis, Genetic , Everolimus/pharmacology , Everolimus/therapeutic use , Female , Gene Expression Regulation, Neoplastic/drug effects , Genetic Heterogeneity/drug effects , Humans , Kidney Neoplasms/genetics , Kidney Neoplasms/pathology , Male , Middle Aged , Mutation , Protein Kinase Inhibitors/therapeutic use , Signal Transduction/genetics , Sirolimus/analogs & derivatives , Sirolimus/pharmacology , Sirolimus/therapeutic use , TOR Serine-Threonine Kinases/antagonists & inhibitors , TOR Serine-Threonine Kinases/metabolism , Exome Sequencing
20.
Hum Mol Genet ; 27(24): 4169-4175, 2018 12 15.
Article in English | MEDLINE | ID: mdl-30124871

ABSTRACT

Hemangiopericytoma (HPC) is a rare vascular tumor, which is thought to originate from pericytes. However, no direct evidence for the cell of origin has been found, and the mechanism of HPC tumorigenesis is poorly understood. Here we report that loss of the tumor suppressor gene Tsc2 in pericytes using a FoxD1 promoter driven cre allele (Foxd1tm1(GFP/cre) Amc, FoxD1GC) leads to the formation of HPC in multiple sites. Tsc2ffFoxD1GC mice had stunted growth with seizures and tail and hind limb tremor with a median survival of 110 days. They also showed recombination in brain, spinal cord, tongue, liver, intestine and skeletal muscle. Distinctive perivascular tumors consisting of cells with oval nuclei and scant cytoplasm were identified in multiple sites in all Tsc2ffFoxD1GC mice. Immunohistochemistry staining showed a high expression of phospho-S6-S240/244, a hallmark of activated mTORC1, as well as pericyte markers NG2 and vimentin in these tumors. In summary, we demonstrate that loss of Tsc2 in pericytes generates HPC, the first mouse model of HPC reported.


Subject(s)
Forkhead Transcription Factors/genetics , Hemangiopericytoma/genetics , Seizures/genetics , Animals , Antigens/genetics , Disease Models, Animal , Gene Expression Regulation, Neoplastic/genetics , Hemangiopericytoma/pathology , Humans , Integrases/genetics , Mechanistic Target of Rapamycin Complex 1/genetics , Mice , Pericytes/metabolism , Pericytes/pathology , Proteoglycans/genetics , Seizures/pathology , Tuberous Sclerosis Complex 2 Protein/genetics , Vimentin/genetics
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