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1.
World J Urol ; 42(1): 10, 2024 Jan 06.
Article in English | MEDLINE | ID: mdl-38183428

ABSTRACT

BACKGROUND: The response to everolimus in patients with renal angiomyolipoma associated with tuberous sclerosis complex (TSC-RAML) varies among individuals. This study aims to identify potential factors associated with the response to everolimus. METHOD: We retrospectively examined data encompassing age, gender, tumor size, computed tomography attenuation value (CT value), CT enhancement, and tumor reduction rate in patients with TSC-RAML undergoing everolimus in two previously registered clinical trials. RESULT: A total of 33 participants (29.33 ± 6.63 years old, 20 females) were included. The correlation analysis conducted separately for tumors located in the left and right kidneys revealed significant negative correlations (P < 0.05) between tumor reduction rate and age, as well as tumor size. While significant positive correlations (P < 0.05) were observed between tumor reduction rate and unenhanced CT value as well as CT enhancement. Nonetheless, based on multiple linear regression analysis, unenhanced CT value emerged as the sole-independent predictor of tumor reduction rate among age, gender, tumor size, unenhanced CT value and CT enhancement for both left (coefficient = 0.00319, P < 0.0001) and right kidneys (coefficient = 0.00315, P = 0.0104). Notable reductions were observed in unenhanced CT value (- 3.81 vs - 24.70HU, P < 0.0001) and CT enhancement (48.16 vs 33.56HU, P < 0.0001) following a 3-month administration of everolimus. The decline in both unenhanced CT value and tumor size predominantly occurred within the initial 3 months, subsequently maintaining a relatively stable level throughout the treatment. CONCLUSION: The unenhanced CT value of TSC-RAML showed an independent correlation with the response to everolimus, suggesting its potential as a predictor of everolimus efficacy in patients with TSC-RAML.


Subject(s)
Angiomyolipoma , Kidney Neoplasms , Tuberous Sclerosis , Female , Humans , Young Adult , Adult , Tuberous Sclerosis/complications , Tuberous Sclerosis/diagnostic imaging , Tuberous Sclerosis/drug therapy , Angiomyolipoma/complications , Angiomyolipoma/diagnostic imaging , Angiomyolipoma/drug therapy , Everolimus/therapeutic use , Retrospective Studies , Kidney Neoplasms/complications , Kidney Neoplasms/diagnostic imaging , Kidney Neoplasms/drug therapy , Tomography, X-Ray Computed
2.
Childs Nerv Syst ; 40(1): 73-78, 2024 Jan.
Article in English | MEDLINE | ID: mdl-37658938

ABSTRACT

PURPOSE: Subependymal giant cell astrocytoma (SEGA) is a WHO grade I pediatric glioma arising in 5-15% of patients with tuberous sclerosis (TSC). Rare cases of isolated SEGA without TSC have been described. The etiology, genetic mechanisms, natural history, and response to treatment of these lesions are currently unknown. We describe two such cases of isolated SEGA with follow-up. METHODS: Retrospective review was performed at a single institution to describe the clinical course of pathology-confirmed SEGA in patients with germline testing negative for TSC mutations. RESULTS: Two cases of isolated SEGA were identified. Genetic analysis of the tumor specimen was available for one, which revealed an 18 base pair deletion in TSC1. Both cases were managed with surgical resection, one with preoperative embolization. In spite of a gross total resection, one patient experienced recurrence after three years. Treatment with an mTOR inhibitor led to a significant interval reduction of the mass on follow-up MRI. The patient tolerated the medication well for 6 years and is now off of treatment for 2 years with a stable lesion. CONCLUSION: Cases of SEGA outside of the context of TSC are exceedingly rare, with only 48 cases previously described. The genetic mechanisms and treatment response of these lesions are poorly understood. To date, these lesions appear to respond well to mTOR inhibitors and may behave similarly to SEGAs associated with TSC. However, given that experience is extremely limited, these cases should be followed long term to better understand their natural history and treatment response.


Subject(s)
Astrocytoma , Brain Neoplasms , Tuberous Sclerosis , Humans , Child , Tuberous Sclerosis/complications , Tuberous Sclerosis/diagnostic imaging , Tuberous Sclerosis/genetics , Retrospective Studies , Astrocytoma/diagnostic imaging , Astrocytoma/genetics , Astrocytoma/therapy , Magnetic Resonance Imaging/adverse effects , Brain Neoplasms/diagnostic imaging , Brain Neoplasms/genetics , Brain Neoplasms/therapy
3.
Neurosciences (Riyadh) ; 29(2): 139-143, 2024 May.
Article in English | MEDLINE | ID: mdl-38740392

ABSTRACT

Subependymal giant cell astrocytoma (SEGA) is a rare circumscribed astrocytic glioma that occurs in approximately 25% of all tuberous sclerosis (TSC) cases. Herein, we discuss an atypical presentation of SEGA, including the genetic alterations, impact on clinical presentation, and the determinants of each medical and surgical treatment option. A 14-year-old girl presented with intermittent headache and a right intraventricular mass originating near the foramen of Monro. The tumor's proximity to critical structures necessitated maximum safe resection, which improved her symptoms. Histological findings indicated SEGA, and genetic sequencing revealed a TSC2 mutation. However, complete clinical and radiological evaluations failed to reveal TSC. Two months later, a new subependymal nodule was incidentally found. She had a recurrent left occipital horn lesion and diffuse smooth leptomeningeal enhancement with no spine drop metastases. She was administered everolimus as the tumor was considered unresectable. Subsequent imaging revealed a reduction in both residual and new lesions.


Subject(s)
Astrocytoma , Mutation , Tuberous Sclerosis Complex 2 Protein , Humans , Female , Astrocytoma/genetics , Astrocytoma/diagnostic imaging , Astrocytoma/pathology , Tuberous Sclerosis Complex 2 Protein/genetics , Adolescent , Brain Neoplasms/genetics , Brain Neoplasms/diagnostic imaging , Brain Neoplasms/pathology , Tuberous Sclerosis/genetics , Tuberous Sclerosis/diagnostic imaging , Tuberous Sclerosis/complications
4.
BMC Med ; 21(1): 500, 2023 12 18.
Article in English | MEDLINE | ID: mdl-38110931

ABSTRACT

BACKGROUND: More than half of patients with tuberous sclerosis complex (TSC) suffer from drug-resistant epilepsy (DRE), and resection surgery is the most effective way to control intractable epilepsy. Precise preoperative localization of epileptogenic tubers among all cortical tubers determines the surgical outcomes and patient prognosis. Models for preoperatively predicting epileptogenic tubers using 18F-FDG PET images are still lacking, however. We developed noninvasive predictive models for clinicians to predict the epileptogenic tubers and the outcome (seizure freedom or no seizure freedom) of cortical tubers based on 18F-FDG PET images. METHODS: Forty-three consecutive TSC patients with DRE were enrolled, and 235 cortical tubers were selected as the training set. Quantitative indices of cortical tubers on 18F-FDG PET were extracted, and logistic regression analysis was performed to select those with the most important predictive capacity. Machine learning models, including logistic regression (LR), linear discriminant analysis (LDA), and artificial neural network (ANN) models, were established based on the selected predictive indices to identify epileptogenic tubers from multiple cortical tubers. A discriminating nomogram was constructed and found to be clinically practical according to decision curve analysis (DCA) and clinical impact curve (CIC). Furthermore, testing sets were created based on new PET images of 32 tubers from 7 patients, and follow-up outcome data from the cortical tubers were collected 1, 3, and 5 years after the operation to verify the reliability of the predictive model. The predictive performance was determined by using receiver operating characteristic (ROC) analysis. RESULTS: PET quantitative indices including SUVmean, SUVmax, volume, total lesion glycolysis (TLG), third quartile, upper adjacent and standard added metabolism activity (SAM) were associated with the epileptogenic tubers. The SUVmean, SUVmax, volume and TLG values were different between epileptogenic and non-epileptogenic tubers and were associated with the clinical characteristics of epileptogenic tubers. The LR model achieved the better performance in predicting epileptogenic tubers (AUC = 0.7706; 95% CI 0.70-0.83) than the LDA (AUC = 0.7506; 95% CI 0.68-0.82) and ANN models (AUC = 0.7425; 95% CI 0.67-0.82) and also demonstrated good calibration (Hosmer‒Lemeshow goodness-of-fit p value = 0.7). In addition, DCA and CIC confirmed the clinical utility of the nomogram constructed to predict epileptogenic tubers based on quantitative indices. Intriguingly, the LR model exhibited good performance in predicting epileptogenic tubers in the testing set (AUC = 0.8502; 95% CI 0.71-0.99) and the long-term outcomes of cortical tubers (1-year outcomes: AUC = 0.7805, 95% CI 0.71-0.85; 3-year outcomes: AUC = 0.8066, 95% CI 0.74-0.87; 5-year outcomes: AUC = 0.8172, 95% CI 0.75-0.87). CONCLUSIONS: The 18F-FDG PET image-based LR model can be used to noninvasively identify epileptogenic tubers and predict the long-term outcomes of cortical tubers in TSC patients.


Subject(s)
Epilepsy , Tuberous Sclerosis , Humans , Fluorodeoxyglucose F18 , Tuberous Sclerosis/complications , Tuberous Sclerosis/diagnostic imaging , Tuberous Sclerosis/metabolism , Reproducibility of Results , Glycolysis , Retrospective Studies
5.
Neuroradiology ; 65(4): 845-853, 2023 Apr.
Article in English | MEDLINE | ID: mdl-36456893

ABSTRACT

PURPOSE: We aimed to evaluate whether the heterogeneity of tuber imaging features, evaluated on the structural imaging and apparent diffusion coefficient (ADC) map, can facilitate detecting epileptogenic tubers before surgery in tuberous sclerosis complex (TSC) patients. METHODS: Twenty-three consecutive patients, who underwent tuber resection at our institute, were retrospectively selected. A total of 125 tubers (39 epileptogenic, 86 non-epileptogenic) were used for the analysis. Tuber heterogeneity was evaluated, using a 5-point visual scale and standard deviation of ADC values (ADCsd). A 5-point visual scale reflected the degree of T1/T2 prolongation, presence of internal cystic degeneration, and their spatial distribution within the tuber. These results were statistically compared between epileptogenic and non-epileptogenic groups, and their performance in predicting the epileptogenicity was also evaluated by receiver operating characteristic (ROC) analysis. RESULTS: A 5-point visual scale demonstrated that more heterogeneous tubers were significantly more epileptogenic (p < 0.001). Multiplicity of internal cystic degeneration moderately correlated with epileptogenicity (p < 0.03) based on the comparison between class 4 and class 5 tubers. ADCsd was significantly higher in epileptogenic tubers (p < 0.001). ROC curves revealed that a 5-point visual scale demonstrated higher area under the curve (AUC) value than ADCsd (0.75 and 0.72, respectively). CONCLUSION: Tuber heterogeneity may help identify the epileptogenic tubers in presurgical TSC patients. Visual assessment and standard deviation of ADC value, which are easier to implement in clinical use, may be a useful tool predicting epileptogenic tubers, improving presurgical clinical management for TSC patients with intractable epilepsy.


Subject(s)
Drug Resistant Epilepsy , Epilepsy , Tuberous Sclerosis , Humans , Epilepsy/diagnostic imaging , Epilepsy/etiology , Retrospective Studies , Tuberous Sclerosis/complications , Tuberous Sclerosis/diagnostic imaging , Diffusion Magnetic Resonance Imaging , Magnetic Resonance Imaging , Electroencephalography
6.
Childs Nerv Syst ; 39(10): 2791-2806, 2023 10.
Article in English | MEDLINE | ID: mdl-37819506

ABSTRACT

Neurocutaneous syndromes (also known as phakomatoses) are heterogenous group of disorders that involve derivatives of the neuroectoderm. Each disease has diagnostic and pathognomonic criteria, once identified, thorough clinical examination to the patient and the family members should be done. Magnetic resonance imaging (MRI) is used to study the pathognomonic findings withing the CNS (Evans et al. in Am J Med Genet A 152A:327-332, 2010). This chapter includes the 4 most common syndromes faced by neurosurgeons and neurologists; neurofibromatosis types 1 and 2, tuberous sclerosis and Von Hippel-Lindau disease. Each syndrome has specific genetic anomaly that involves a tumor suppressor gene and the loss of inhibition of specific pathways. The result is a spectrum of cutaneous manifestations and neoplasms.


Subject(s)
Neurocutaneous Syndromes , Neurofibromatoses , Neurofibromatosis 1 , Tuberous Sclerosis , von Hippel-Lindau Disease , Humans , von Hippel-Lindau Disease/complications , von Hippel-Lindau Disease/genetics , von Hippel-Lindau Disease/diagnosis , Tuberous Sclerosis/complications , Tuberous Sclerosis/diagnostic imaging , Tuberous Sclerosis/genetics , Neurofibromatosis 1/complications , Neurofibromatosis 1/diagnostic imaging
7.
J Pak Med Assoc ; 73(4): 908-911, 2023 Apr.
Article in English | MEDLINE | ID: mdl-37052013

ABSTRACT

Lymphangioleiomyomatosis (LAM) is a multisystem disorder that primarily affects the lung. Tuberous sclerosis complex (TSC) is characterized by multiple benign tumours of the skin, brain, eyes, heart, lung, liver, and kidney. LAM can be either sporadic (sporadic-LAM) or in association with Tuberous Sclerosis (TSC-LAM). Many clinical, radiologic, and pathologic features are shared between TSC and sporadic variants. We present a case admitted at The Indus Hospital Karachi with pneumothorax and multiple manifestations of TSC-LAM.


Subject(s)
Lung Neoplasms , Lymphangioleiomyomatosis , Pneumothorax , Tuberous Sclerosis , Humans , Lymphangioleiomyomatosis/diagnosis , Lymphangioleiomyomatosis/diagnostic imaging , Tuberous Sclerosis/complications , Tuberous Sclerosis/diagnostic imaging , Lung Neoplasms/diagnosis , Lung Neoplasms/diagnostic imaging , Lung/pathology , Pneumothorax/diagnostic imaging , Pneumothorax/etiology
8.
Article in English, Russian | MEDLINE | ID: mdl-37011323

ABSTRACT

Most children with tuberous sclerosis (TS) present with intractable seizures. Various factors including demography, clinical data and surgery option are mentioned to affect the outcome after epilepsy surgery in these cases. OBJECTIVE: To evaluate some demographic and clinical variables probably related to seizure outcome. MATERIAL AND METHODS: Thirty-three children, median age 4.2 ys (7.5 mths-16 ys), with TS and DR-epilepsy underwent surgery. Within overall 38 procedures (redo surgery was needed in 5 cases), tuberectomy (with or without perituberal cortectomy) was performed in 21 cases, lobectomy - 8, callosotomy - 3, various disconnections (anterior frontal, TPO and hemispherotomy) - 6 patients. Standard preoperative evaluation included MRI and video-EEG. Invasive recordings were used in 8 cases, coupled by MEG and SISCOM SPECT in some cases. ECOG and neuronavigation were used routinely during tuberectomies, and stimulation and mapping were employed in cases with lesions overlapping or near to eloquent cortex. Surgical complications: wound CSF leak (n=1) and hydrocephalus (n=2) were noted in 7.5% of cases. Postoperative neurological deficit (most frequently hemiparesis) developed in 12 patients, being temporary in majority of them. At the last FU (med 5.4 ys) favorable outcome (Engel I) has been achieved in 18 cases (54%), while 7 patients (15%) with persisting seizures reported less common attacks and their milder form (Engel Ib-III). Six patients were able to discontinue AED-treatment and 15 children resumed development and markedly improved in cognition and behavior. RESULTS AND CONCLUSION: Among different variables potentially influencing the outcome after epilepsy surgery in cases with TS, the most important one is seizure type. If prevalent, focal type may be a biomarker of favorable outcomes and probability to become free of seizures.


Subject(s)
Drug Resistant Epilepsy , Epilepsy , Tuberous Sclerosis , Child , Humans , Child, Preschool , Tuberous Sclerosis/complications , Tuberous Sclerosis/diagnostic imaging , Tuberous Sclerosis/surgery , Treatment Outcome , Retrospective Studies , Epilepsy/diagnostic imaging , Epilepsy/etiology , Epilepsy/surgery , Seizures , Electroencephalography/methods , Magnetic Resonance Imaging , Drug Resistant Epilepsy/diagnostic imaging , Drug Resistant Epilepsy/surgery
9.
Ann Neurol ; 89(4): 726-739, 2021 04.
Article in English | MEDLINE | ID: mdl-33410532

ABSTRACT

OBJECTIVE: Approximately 50% of patients with tuberous sclerosis complex develop infantile spasms, a sudden onset epilepsy syndrome associated with poor neurological outcomes. An increased burden of tubers confers an elevated risk of infantile spasms, but it remains unknown whether some tuber locations confer higher risk than others. Here, we test whether tuber location and connectivity are associated with infantile spasms. METHODS: We segmented tubers from 123 children with (n = 74) and without (n = 49) infantile spasms from a prospective observational cohort. We used voxelwise lesion symptom mapping to test for an association between spasms and tuber location. We then used lesion network mapping to test for an association between spasms and connectivity with tuber locations. Finally, we tested the discriminability of identified associations with logistic regression and cross-validation as well as statistical mediation. RESULTS: Tuber locations associated with infantile spasms were heterogenous, and no single location was significantly associated with spasms. However, >95% of tuber locations associated with spasms were functionally connected to the globi pallidi and cerebellar vermis. These connections were specific compared to tubers in patients without spasms. Logistic regression found that globus pallidus connectivity was a stronger predictor of spasms (odds ratio [OR] = 1.96, 95% confidence interval [CI] = 1.10-3.50, p = 0.02) than tuber burden (OR = 1.65, 95% CI = 0.90-3.04, p = 0.11), with a mean receiver operating characteristic area under the curve of 0.73 (±0.1) during repeated cross-validation. INTERPRETATION: Connectivity between tuber locations and the bilateral globi pallidi is associated with infantile spasms. Our findings lend insight into spasm pathophysiology and may identify patients at risk. ANN NEUROL 2021;89:726-739.


Subject(s)
Hamartoma/diagnostic imaging , Nerve Net/diagnostic imaging , Spasms, Infantile/diagnostic imaging , Tuberous Sclerosis/diagnostic imaging , Age of Onset , Brain Mapping , Cerebellar Nuclei/diagnostic imaging , Cerebellar Nuclei/pathology , Child, Preschool , Connectome , Female , Globus Pallidus/diagnostic imaging , Globus Pallidus/pathology , Hamartoma/pathology , Humans , Infant , Magnetic Resonance Imaging , Male , Nerve Net/pathology , Prospective Studies , ROC Curve , Spasms, Infantile/pathology , Tuberous Sclerosis/pathology
10.
Neuroradiology ; 64(3): 611-620, 2022 Mar.
Article in English | MEDLINE | ID: mdl-34532765

ABSTRACT

PURPOSE: Tuberous sclerosis complex (TSC) is a genetic disorder characterized by multiorgan hamartomas, including cerebral lesions, with seizures as a common presentation. Most TSC patients will also experience neurocognitive comorbidities. Our objective was to use machine learning techniques incorporating clinical and imaging data to predict the occurrence of major neurocognitive disorders and seizures in TSC patients. METHODS: A cohort of TSC patients were enrolled in this retrospective study. Clinical data included genetic, demographic, and seizure characteristics. Imaging parameters included the number, characteristics, and location of cortical tubers and the presence of subependymal nodules, SEGAs, and cerebellar tubers. A random forest machine learning scheme was used to predict seizures and neurodevelopmental delay or intellectual developmental disability. Prediction ability was assessed by the area-under-the-curve of receiver-operating-characteristics (AUC-ROC) of ten-fold cross-validation training set and an independent validation set. RESULTS: The study population included 77 patients, 55% male (17.1 ± 11.7 years old). The model achieved AUC-ROC of 0.72 ± 0.1 and 0.68 in the training and internal validation datasets, respectively, for predicting neurocognitive comorbidity. Performance was limited in predicting seizures (AUC-ROC of 0.54 ± 0.19 and 0.71 in the training and internal validation datasets, respectively). The integration of seizure characteristics into the model improved the prediction of neurocognitive comorbidity with AUC-ROC of 0.84 ± 0.07 and 0.75 in the training and internal validation datasets, respectively. CONCLUSIONS: This proof of concept study shows that it is possible to achieve a reasonable prediction of major neurocognitive morbidity in TSC patients using structural brain imaging and machine learning techniques. These tools can help clinicians identify subgroups of TSC patients with an increased risk of developing neurocognitive comorbidities.


Subject(s)
Tuberous Sclerosis , Adolescent , Adult , Child , Child, Preschool , Female , Humans , Machine Learning , Magnetic Resonance Imaging , Male , Neurocognitive Disorders/complications , Retrospective Studies , Seizures/diagnostic imaging , Seizures/etiology , Tuberous Sclerosis/complications , Tuberous Sclerosis/diagnostic imaging , Young Adult
11.
Childs Nerv Syst ; 38(2): 407-419, 2022 02.
Article in English | MEDLINE | ID: mdl-34455445

ABSTRACT

OBJECTIVE: Recent evidence favors a network concept in tuberous sclerosis (TSC) with seizure generation and propagation related to changes in global and regional connectivity between multiple, anatomically distant tubers. Direct exploration of network dynamics in TSC has been made possible through intracranial sampling with stereoelectroencephalography (sEEG). The objective of this study is to define epileptic networks in TSC using quantitative analysis of sEEG recordings. We also discuss the impact of the definition of these epileptic networks on surgical decision-making. METHODS: Intracranial sEEG recordings were obtained from four pediatric patients who presented with medically refractory epilepsy secondary to TSC and subjected to quantitative signal analysis methods. Cortical connectivity was quantified by calculating pairwise coherence between all contacts and constructing an association matrix. The global coherence, defined as the ratio of the largest eigenvalue to the sum of all the eigenvalues, was calculated for each frequency band (delta, theta, alpha, beta, gamma). Spatial distribution of the connectivity was identified by plotting the leading principal component (product of the largest eigenvalue and its corresponding eigenvector). RESULTS: Four pediatric subjects with TSC underwent invasive intracranial monitoring with sEEG, comprising 31 depth electrodes and 250 contacts, for localization of the epileptogenic focus and guidance of subsequent surgical intervention. Quantitative connectivity analysis revealed a change in global coherence during the ictal period in the beta/low gamma (14-30 Hz) and high gamma (31-80 Hz) bands. Our results corroborate findings from existing literature, which implicate higher frequencies as a driver of synchrony and desynchrony. CONCLUSIONS: Coordinated high-frequency activity in the beta/low gamma and high gamma bands among spatially distant sEEG define the ictal period in TSC. This time-dependent change in global coherence demonstrates evidence for intra-tuberal and inter-tuberal connectivity in TSC. This observation has surgical implications. It suggests that targeting multiple tubers has a higher chance of seizure control as there is a higher chance of disrupting the epileptic network. The use of laser interstitial thermal therapy (LITT) allowed us to target multiple disparately located tubers in a minimally invasive manner with good seizure control outcomes.


Subject(s)
Epilepsy , Tuberous Sclerosis , Child , Electroencephalography/methods , Epilepsy/surgery , Humans , Stereotaxic Techniques , Treatment Outcome , Tuberous Sclerosis/complications , Tuberous Sclerosis/diagnostic imaging , Tuberous Sclerosis/surgery
12.
Skeletal Radiol ; 51(4): 881-887, 2022 Apr.
Article in English | MEDLINE | ID: mdl-34586486

ABSTRACT

Perivascular epithelioid cell tumors (PEComas) are rare mesenchymal neoplasms composed of spindled to epithelioid cells that co-express both melanocytic and myogenic markers. Recently, in 2018, a distinctive variant of PEComa has been described that arises in association with tuberous sclerosis complex (TSC) and resembles a fibroma by conventional morphology (called fibroma-like PEComa). Herein, we describe a case of a fibroma-like PEComa in a 4-year-old male child with a known diagnosis of tuberous sclerosis who presented with a firm mass along the anteromedial aspect of the right knee. The mass was excised, and microscopic examination showed bland spindled to stellate cells embedded in a dense collagenous stroma, morphologically resembling a fibroma. Immunohistochemistry analysis showed positivity for desmin (a myogenic marker) and HMB45 (a melanocytic marker), a hallmark for PEComas. To our knowledge, only six cases of fibroma-like PEComa have been described in the literature so far and this is the first report of such a tumor in the medial retinaculum of the knee joint with illustrations of conventional and diffusion imaging features. This case highlights the unique association of fibroma-like PEComa lesions with TSC. This should be considered a differential diagnosis for T2 hypointense masses in tuberous sclerosis patients. In addition, a diagnosis of fibroma-like PEComa should prompt further evaluation for associated TSC.


Subject(s)
Fibroma , Perivascular Epithelioid Cell Neoplasms , Soft Tissue Neoplasms , Tuberous Sclerosis , Biomarkers, Tumor/analysis , Child, Preschool , Fibroma/diagnostic imaging , Fibroma/surgery , Humans , Immunohistochemistry , Male , Perivascular Epithelioid Cell Neoplasms/diagnostic imaging , Perivascular Epithelioid Cell Neoplasms/surgery , Soft Tissue Neoplasms/complications , Soft Tissue Neoplasms/diagnostic imaging , Soft Tissue Neoplasms/surgery , Tuberous Sclerosis/complications , Tuberous Sclerosis/diagnostic imaging
13.
NMR Biomed ; 34(9): e4565, 2021 09.
Article in English | MEDLINE | ID: mdl-34061413

ABSTRACT

Few in vivo studies have focused on the perivenous association of tubers and iron deposition in the deep gray nuclei in patients with tuberous sclerosis complex (TSC). We investigated this possible relationship in TSC patients using susceptibility weighted imaging (SWI) at 7 T. SWI with high spatial resolution and enhanced sensitivity was performed on 11 TSC patients in comparison with 15 age- and sex-matched healthy controls. The relationship between tubers and veins was evaluated. In addition, the phase images of SWI were processed to produce local field shift (LFS) maps to quantify iron deposition. The mean LFS in the deep gray nuclei was compared between the TSC patients and healthy controls using a covariance analysis. Venous involvement was observed in 211 of the 231 (91.3%) cortical tubers on SWI. The slender tubers often oriented around the long axis of penetrating veins, possibly because cortical tubers typically developed and/or migrated along venous vasculatures. A significant difference in LFS of the thalamus was detected between the TSC patients and healthy controls (3.36 ± 0.50 versus 3.01 ± 0.39, p < 0.01). The new in vivo imaging features observed at 7 T provide valuable insights into the possible venous association of TSC lesions and iron accumulation in the deep gray nuclei. Our results may lead to a better understanding of the pathological changes involved in TSC under in vivo conditions.


Subject(s)
Magnetic Resonance Imaging , Tuberous Sclerosis/diagnostic imaging , Adolescent , Adult , Age Factors , Brain/diagnostic imaging , Brain/pathology , Case-Control Studies , Child , Diffusion Magnetic Resonance Imaging , Disease Susceptibility , Female , Humans , Male , Tuberous Sclerosis/pathology , Young Adult
14.
Am J Med Genet A ; 185(12): 3905-3908, 2021 12.
Article in English | MEDLINE | ID: mdl-34245105

ABSTRACT

Cutaneous angiofibroma is part of the classic triad of tuberous sclerosis complex (TSC). Angiofibroma is rarely reported to affect the mucous membranes of the trachea and bronchus. Tracheobronchial angiofibroma is also a hamartomatous manifestation of TSC. Considering the paucity of literature describing tracheal lesions in TSC, more case reports are needed to guide treatment planning. This case report adds to the existing clinical literature and provides a reference for clinical diagnosis.


Subject(s)
Angiofibroma/diagnosis , Hamartoma/diagnosis , Tuberous Sclerosis/diagnosis , Angiofibroma/complications , Angiofibroma/diagnostic imaging , Angiofibroma/pathology , Bronchi/diagnostic imaging , Bronchi/pathology , Female , Hamartoma/complications , Hamartoma/diagnostic imaging , Hamartoma/pathology , Humans , Middle Aged , Trachea/diagnostic imaging , Trachea/pathology , Tuberous Sclerosis/complications , Tuberous Sclerosis/diagnostic imaging , Tuberous Sclerosis/pathology
15.
Am J Med Genet A ; 185(12): 3851-3858, 2021 12.
Article in English | MEDLINE | ID: mdl-34328706

ABSTRACT

Tuberous sclerosis complex (TSC) is an autosomal dominant neurocutaneous syndrome caused by either TSC1 or TSC2 gene mutations. About 15% of TSC patients remain without genetic diagnosis by conventional analysis despite clinical evidence. It is important to identify somatic mosaics, as therapeutic options are now available in patients with TSC1 or TSC2 mutations. Here, we describe the clinical and genetic characteristics of four male TSC patients with low-level mosaicism. Patients presented at ages between 9 months and 32 years. Clinical manifestations varied considerably and included brain lesions in all four patients, cardiac rhabdomyomas in two young patients, skin involvement in two patients, and retinal hamartomas and renal angiomyolipomas in three patients. One patient presented with epileptic seizures and psychomotor delay. Low levels of mosaicism for TSC1 or TSC2 mutation were found in different tissue samples employing next generation sequencing and multiple ligation-dependent probe amplification. The five disease-associated variants, including one second-hit mutation, include three truncating mutations and one deletion in TSC2, and one truncating mutation in TSC1. Sanger sequencing, allele-specific oligonucleotide PCR (ASO-PCR), and droplet digital PCR were used to confirm and quantify the disclosed mutations. Genetic identification of low-level mosaicism for TSC remains challenging but is important for optimal surveillance and management.


Subject(s)
Genetic Predisposition to Disease , Hamartoma/genetics , Tuberous Sclerosis Complex 1 Protein/genetics , Tuberous Sclerosis Complex 2 Protein/genetics , Tuberous Sclerosis/genetics , Adolescent , Adult , Angiomyolipoma/complications , Angiomyolipoma/genetics , Angiomyolipoma/pathology , Child , Child, Preschool , Hamartoma/complications , Hamartoma/pathology , High-Throughput Nucleotide Sequencing , Humans , Infant , Male , Mosaicism , Mutation/genetics , Retina/pathology , Tuberous Sclerosis/diagnosis , Tuberous Sclerosis/diagnostic imaging , Tuberous Sclerosis/pathology , Young Adult
16.
Eur Radiol ; 31(8): 5605-5614, 2021 Aug.
Article in English | MEDLINE | ID: mdl-33693995

ABSTRACT

OBJECTIVES: To investigate the usefulness of neurite orientation dispersion and density imaging (NODDI) in evaluating cortical tubers, especially epileptogenic tubers in tuberous sclerosis complex (TSC) patients. METHODS: High-resolution conventional MRI and multi-shell diffusion-weighted imaging were performed in 27 TSC patients. Diffusion images were fitted to NODDI and DTI models. Tubers were visually assessed on different image types and scored by two neuroradiologists. For 10 patients who underwent epilepsy surgery, the contrast ratios between lesion and background tissue were measured on different image types, and these were compared between 16 epileptogenic tubers and 92 non-epileptogenic tubers. RESULTS: There were significant differences in lesion conspicuity scores and lesion-background contrast ratios across different sequences (both p < 0.001). The post hoc analysis showed that both the conspicuity scores and contrast ratios of intracellular volume fraction (ICVF) derived from NODDI were higher than other image types. For the 16 epileptogenic tubers, lesion visibility on ICVF was better/equal in 4/12 tubers compared with conventional MRI and better/equal in 5/11 tubers compared with DTI. Significant differences were observed between epileptogenic and non-epileptogenic tubers on diffusion maps, especially on orientation dispersion index derived from NODDI (p < 0.0001). CONCLUSIONS: ICVF demonstrated higher contrast than conventional MRI and DTI, which helped detection of subtle epileptogenic tubers. Moreover, NODDI parameters showed the potential to identify epileptogenicity. KEY POINTS: • The noninvasive localization of epileptogenic cortical tubers is essential for the preparation of epilepsy surgery for TSC patients. • ICVF derived from NODDI showed greater contrast than conventional MRI and DTI in detecting tubers, especially subtle epileptogenic ones. • Diffusion parameters, especially ODI derived from NODDI, can support the identification of epileptogenicity.


Subject(s)
Epilepsy , Tuberous Sclerosis , Brain/diagnostic imaging , Diffusion Magnetic Resonance Imaging , Diffusion Tensor Imaging , Epilepsy/diagnostic imaging , Epilepsy/etiology , Humans , Neurites , Tuberous Sclerosis/complications , Tuberous Sclerosis/diagnostic imaging
17.
Radiographics ; 41(7): 1992-2010, 2021.
Article in English | MEDLINE | ID: mdl-34534018

ABSTRACT

Tuberous sclerosis complex (TSC) is a relatively rare autosomal dominant neurocutaneous disorder secondary to mutations in the TSC1 or TSC2 tumor suppressor genes. Although manifestation of the classic triad of seizures, intellectual disability, and facial angiofibromas may facilitate timely diagnosis of TSC, the multisystem features that may indicate TSC in the absence of these manifestations remain highly variable. In addition, patients with TSC are at risk of developing multiple benign and malignant tumors in various organ systems, resulting in increased morbidity and mortality. Thus, imaging plays a critical role in diagnosis, surveillance, and management of patients with TSC. It is crucial that radiologists be familiar with TSC and the various associated imaging features to avoid a delayed or incorrect diagnosis. Key manifestations include cortical dysplasias, subependymal nodules, subependymal giant cell astrocytomas, cardiac rhabdomyomas, lymphangioleiomyomatosis, and angiomyolipomas. Renal angiomyolipomas in particular can manifest with imaging features that mimic renal malignancy and pose a diagnostic dilemma. Other manifestations include dermatologic and ophthalmic manifestations, renal cysts, renal cell carcinomas, multifocal micronodular pneumocyte hyperplasia, splenic hamartomas, and other rare tumors such as perivascular epithelioid tumors. In addition to using imaging and clinical features to confirm the diagnosis, genetic testing can be performed. In this article, the molecular pathogenesis, clinical manifestations, and imaging features of TSC are reviewed. Current recommendations for management and surveillance of TSC are discussed as well. ©RSNA, 2021.


Subject(s)
Angiomyolipoma , Carcinoma, Renal Cell , Kidney Neoplasms , Lymphangioleiomyomatosis , Tuberous Sclerosis , Humans , Tuberous Sclerosis/diagnostic imaging
18.
Neuroradiology ; 63(6): 971-974, 2021 Jun.
Article in English | MEDLINE | ID: mdl-33481070

ABSTRACT

Tuberous sclerosis complex (TSC) is an autosomal dominant condition clinically presenting with heterogenous clinical features. Multiple neuroradiological manifestations have been associated with TSC, such as tubers, radial migration lines, subependymal nodules, subependymal giant cell astrocytomas, and cyst-like lesions of the white matter (CLLWMs). The latter have been described as non-enhancing well-defined cysts whose pathogenesis is still unknown. We describe 2 TSC patients with CLLWM showing contrast enhancement after Gadolinium injection, a previously unreported entity.


Subject(s)
Astrocytoma , Brain Neoplasms , Cysts , Tuberous Sclerosis , White Matter , Humans , Tuberous Sclerosis/complications , Tuberous Sclerosis/diagnostic imaging
19.
Pediatr Nephrol ; 36(7): 1775-1784, 2021 07.
Article in English | MEDLINE | ID: mdl-33582872

ABSTRACT

BACKGROUND: Patients with tuberous sclerosis complex (TSC) can develop solid kidney masses from childhood. Imaging surveillance is done to detect renal cell carcinoma (RCC) and angiomyolipomas (AML), including AMLs at risk for hemorrhage. Intravenous contrast-enhanced ultrasound (CEUS) may be useful for screening as ultrasound is well tolerated by children and ultrasound contrast agents (UCA) are not nephrotoxic. METHODS: Retrospective review of kidney CEUS exams of pediatric TSC patients. Qualitative CEUS analysis by consensus of 3 radiologists assessed rate, intensity, and pattern of lesion enhancement. Quantitative CEUS analysis was performed using Vuebox®. Where available, abdominal MRI was analyzed qualitatively for the same features and quantitatively by in-house-developed software. Time-intensity curves were generated from both CEUS and MRI where possible. Appearance of lesions were compared between CEUS and MRI and histology where available. RESULTS: Nine masses in 5 patients included one histologically proven RCC and 8 AMLs diagnosed by imaging. Quantitative CEUS of RCC showed malignant features including increased peak enhancement 162%, rapid wash-in rate 162%, and elevated washout rate 156% compared to normal kidney tissue; versus AML which was 68%, 105%, and 125%, respectively. All masses were hypoenhancing on MRI compared to normal kidney tissue; MR dynamic contrast study offered no distinction between RCC and AML. The only MRI feature differentiating RCC from AML was absence of fat. CONCLUSION: Temporal resolution afforded by CEUS was useful to distinguish malignant from benign kidney masses. CEUS may prove useful for screening, characterizing, and follow-up of kidney lesions in pediatric TSC patients.


Subject(s)
Angiomyolipoma , Carcinoma, Renal Cell , Kidney Neoplasms , Tuberous Sclerosis , Angiomyolipoma/diagnostic imaging , Carcinoma, Renal Cell/diagnostic imaging , Child , Contrast Media , Diagnosis, Differential , Humans , Kidney Neoplasms/diagnostic imaging , Retrospective Studies , Tuberous Sclerosis/diagnostic imaging , Ultrasonography
20.
Cereb Cortex ; 30(4): 2199-2214, 2020 04 14.
Article in English | MEDLINE | ID: mdl-31812987

ABSTRACT

Tuberous sclerosis complex (TSC) is a rare genetic disorder characterized by benign tumors throughout the body; it is generally diagnosed early in life and has a high prevalence of autism spectrum disorder (ASD), making it uniquely valuable in studying the early development of autism, before neuropsychiatric symptoms become apparent. One well-documented deficit in ASD is an impairment in face processing. In this work, we assessed whether anatomical connectivity patterns of the fusiform gyrus, a central structure in face processing, capture the risk of developing autism early in life. We longitudinally imaged TSC patients at 1, 2, and 3 years of age with diffusion compartment imaging. We evaluated whether the anatomical connectivity fingerprint of the fusiform gyrus was associated with the risk of developing autism measured by the Autism Observation Scale for Infants (AOSI). Our findings suggest that the fusiform gyrus connectivity captures the risk of developing autism as early as 1 year of age and provides evidence that abnormal fusiform gyrus connectivity increases with age. Moreover, the identified connections that best capture the risk of developing autism involved the fusiform gyrus and limbic and paralimbic regions that were consistent with the ASD phenotype, involving an increased number of left-lateralized structures with increasing age.


Subject(s)
Autistic Disorder/diagnostic imaging , Nerve Net/diagnostic imaging , Temporal Lobe/diagnostic imaging , Tuberous Sclerosis/diagnostic imaging , Autistic Disorder/etiology , Child, Preschool , Female , Humans , Infant , Magnetic Resonance Imaging/methods , Male , Prospective Studies , Risk Factors , Tuberous Sclerosis/complications
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