ABSTRACT
Two significant obstacles hinder the advancement of Radiology AI. The first is the challenge of overfitting, where small training data sets can result in unreliable outcomes. The second challenge is the need for more generalizability, the lack of which creates difficulties in implementing the technology across various institutions and practices. A recent innovation, deep neuroevolution (DNE), has been introduced to tackle the overfitting issue by training on small data sets and producing accurate predictions. However, the generalizability of DNE has yet to be proven. This paper strives to overcome this barrier by demonstrating that DNE can achieve satisfactory results in diverse external validation sets. The main innovation of the work is thus showing that DNE can generalize to varied outside data. Our example use case is predicting brain metastasis from neuroblastoma, emphasizing the importance of AI with limited data sets. Despite image collection and labeling advancements, rare diseases will always constrain data availability. We optimized a convolutional neural network (CNN) with DNE to demonstrate generalizability. We trained the CNN with 60 MRI images and tested it on a separate diverse collection of images from over 50 institutions. For comparison, we also trained with the more traditional stochastic gradient descent (SGD) method, with the two variants of (1) training from scratch and (2) transfer learning. Our results show that DNE demonstrates excellent generalizability with 97% accuracy on the heterogeneous testing set, while neither form of SGD could reach 60% accuracy. DNE's ability to generalize from small training sets to external and diverse testing sets suggests that it or similar approaches may play an integral role in improving the clinical performance of AI.
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Not available.
ABSTRACT
Salivary gland cancers (SGCs) are rare, aggressive cancers without effective treatments when metastasized. We conducted a phase 2 trial evaluating nivolumab (nivo, anti-PD-1) and ipilimumab (ipi, anti-CTLA-4) in 64 patients with metastatic SGC enrolled in two histology-based cohorts (32 patients each): adenoid cystic carcinoma (ACC; cohort 1) and other SGCs (cohort 2). The primary efficacy endpoint (≥4 objective responses) was met in cohort 2 (5/32, 16%) but not in cohort 1 (2/32, 6%). Treatment safety/tolerability and progression-free survival (PFS) were secondary endpoints. Treatment-related adverse events grade ≥3 occurred in 24 of 64 (38%) patients across both cohorts, and median PFS was 4.4 months (95% confidence interval (CI): 2.4, 8.3) and 2.2 months (95% CI: 1.8, 5.3) for cohorts 1 and 2, respectively. We present whole-exome, RNA and T cell receptor (TCR) sequencing data from pre-treatment and on-treatment tumors and immune cell flow cytometry and TCR sequencing from peripheral blood at serial timepoints. Responding tumors universally demonstrated clonal expansion of pre-existing T cells and mutational contraction. Responding ACCs harbored neoantigens, including fusion-derived neoepitopes, that induced T cell responses ex vivo. This study shows that nivo+ipi has limited efficacy in ACC, albeit with infrequent, exceptional responses, and that it could be promising for non-ACC SGCs, particularly salivary duct carcinomas. ClinicalTrials.gov identifier: NCT03172624 .
Subject(s)
Carcinoma , Salivary Gland Neoplasms , Humans , Nivolumab/adverse effects , Ipilimumab/therapeutic use , Salivary Gland Neoplasms/drug therapy , Salivary Gland Neoplasms/genetics , Salivary Gland Neoplasms/chemically induced , Receptors, Antigen, T-Cell , Antineoplastic Combined Chemotherapy Protocols/adverse effectsABSTRACT
PURPOSE: To introduce a biomarker-based dosimetry method for the rational selection of a treatment activity for patients undergoing radioactive iodine 131I therapy (RAI) for metastatic differentiated thyroid cancer (mDTC) based on single-timepoint imaging of individual lesion uptake by 124I PET. METHODS: Patients referred for RAI therapy of mDTC were enrolled in institutionally approved protocols. A total of 208 mDTC lesions (in 21 patients) with SUVmax > 1 underwent quantitative PET scans at 24, 48, 72, and 120 h post-administration of 222 MBq of theranostic NaI-124I to determine the individual lesion radiation-absorbed dose. Using a general estimating equation, a prediction curve for biomarker development was generated in the form of a best-fit regression line and 95% prediction interval, correlating individual predicted lesion radiation dose metrics, with candidate biomarkers ("predictors") such as SUVmax and activity in microcurie per gram, from a single imaging timepoint. RESULTS: In the 169 lesions (in 15 patients) that received 131I therapy, individual lesion cGy varied over 3 logs with a median of 22,000 cGy, confirming wide heterogeneity of lesion radiation dose. Initial findings from the prediction curve on all 208 lesions confirmed that a 48-h SUVmax was the best predictor of lesion radiation dose and permitted calculation of the 131I activity required to achieve a lesional threshold radiation dose (2000 cGy) within defined confidence intervals. CONCLUSIONS: Based on MIRD lesion-absorbed dose estimates and regression statistics, we report on the feasibility of a new single-timepoint 124I-PET-based dosimetry biomarker for RAI in patients with mDTC. The approach provides clinicians with a tool to select personalized (precision) therapeutic administration of radioactivity (MBq) to achieve a desired target lesion-absorbed dose (cGy) for selected index lesions based on a single 48-h measurement 124I-PET image, provided the selected activity does not exceed the maximum tolerated activity (MTA) of < 2 Gy to blood, as is standard of care at Memorial Sloan Kettering Cancer Center. TRIAL REGISTRATION: NCT04462471, Registered July 8, 2020. NCT03647358, Registered Aug 27, 2018.
Subject(s)
Adenocarcinoma , Thyroid Neoplasms , Humans , Adenocarcinoma/drug therapy , Iodine Radioisotopes/therapeutic use , Radiation Dosage , Thyroid Neoplasms/diagnostic imaging , Thyroid Neoplasms/radiotherapy , Thyroid Neoplasms/drug therapyABSTRACT
PURPOSE: Intraventricular compartmental radioimmunotherapy (cRIT) with 131-I-omburtamab is a potential therapy for recurrent primary brain tumors that can seed the thecal space. These patients often previously received external beam radiotherapy (EBRT) to a portion or full craniospinal axis (CSI) as part of upfront therapy. Little is known regarding outcomes after re-irradiation as part of multimodality therapy including cRIT. This study evaluates predictors of response, patterns of failure, and radiologic events after cRIT. METHODS: Patients with recurrent medulloblastoma or ependymoma who received 131-I-omburtamab on a prospective clinical trial were included. Extent of disease at cRIT initiation (no evidence of disease [NED] vs measurable disease [MD]) was assessed as associated with progression-free (PFS) and overall survival (OS) by Kaplan-Meier analysis. RESULTS: All 27 patients (20 medulloblastoma, 7 ependymoma) had EBRT preceding cRIT: most (22, 81%) included CSI (median dose 2340 cGy, boost to 5400 cGy). Twelve (44%) also received EBRT at relapse as bridging to cRIT. There were no cases of radionecrosis. At cRIT initiation, 11 (55%) medulloblastoma and 3 (43%) ependymoma patients were NED, associated with improved PFS (p = 0.002) and OS (p = 0.048) in medulloblastoma. Most relapses were multifocal. With medium follow-up of 3.0 years (95% confidence interval, 1.8-7.4), 6 patients remain alive with NED. CONCLUSION: For patients with medulloblastoma, remission at time of cRIT was associated with significantly improved survival outcomes. Relapses are often multifocal, particularly in the setting of measurable disease at cRIT initiation. EBRT is a promising tool to achieve NED status at cRIT initiation, with no cases of radiation necrosis.
Subject(s)
Brain Neoplasms , Cerebellar Neoplasms , Ependymoma , Medulloblastoma , Humans , Antibodies, Monoclonal/therapeutic use , Brain Neoplasms/radiotherapy , Cerebellar Neoplasms/radiotherapy , Chronic Disease , Ependymoma/radiotherapy , Iodine Radioisotopes/therapeutic use , Medulloblastoma/therapy , Neoplasm Recurrence, Local/radiotherapy , Prospective Studies , Radiotherapy DosageABSTRACT
BACKGROUND: Safe sampling of central nervous system tumor tissue for diagnostic purposes may be difficult if not impossible, especially in pediatric patients, and an unmet need exists to develop less invasive diagnostic tests. METHODS: We report our clinical experience with minimally invasive molecular diagnostics using a clinically validated assay for sequencing of cerebrospinal fluid (CSF) cell-free DNA (cfDNA). All CSF samples were collected as part of clinical care, and results reported to both clinicians and patients/families. RESULTS: We analyzed 64 CSF samples from 45 pediatric, adolescent and young adult (AYA) patients (pediatric = 25; AYA = 20) with primary and recurrent brain tumors across 12 histopathological subtypes including high-grade glioma (n = 10), medulloblastoma (n = 10), pineoblastoma (n = 5), low-grade glioma (n = 4), diffuse leptomeningeal glioneuronal tumor (DLGNT) (n = 4), retinoblastoma (n = 4), ependymoma (n = 3), and other (n = 5). Somatic alterations were detected in 30/64 samples (46.9%) and in at least one sample per unique patient in 21/45 patients (46.6%). CSF cfDNA positivity was strongly associated with the presence of disseminated disease at the time of collection (81.5% of samples from patients with disseminated disease were positive). No association was seen between CSF cfDNA positivity and the timing of CSF collection during the patient's disease course. CONCLUSIONS: We identified three general categories where CSF cfDNA testing provided additional relevant diagnostic, prognostic, and/or therapeutic information, impacting clinical assessment and decision making: (1) diagnosis and/or identification of actionable alterations; (2) monitor response to therapy; and (3) tracking tumor evolution. Our findings support broader implementation of clinical CSF cfDNA testing in this population to improve care.
Subject(s)
Brain Neoplasms , Cell-Free Nucleic Acids , Central Nervous System Neoplasms , Glioma , Adolescent , Brain Neoplasms/diagnosis , Brain Neoplasms/genetics , Brain Neoplasms/pathology , Cell-Free Nucleic Acids/cerebrospinal fluid , Child , Glioma/genetics , High-Throughput Nucleotide Sequencing , Humans , Mutation , Pathology, Molecular , Young AdultABSTRACT
Background: Oncogenic activation of mitogen-activated protein kinase (MAPK) signaling is associated with radioiodine refractory (RAIR) thyroid cancer. Preclinical models suggest that activation of the receptor tyrosine kinase erbB-3 (HER3) mitigates the MAPK pathway inhibition achieved by BRAF inhibitors in BRAFV600E mutant thyroid cancers. We hypothesized that combined inhibition of BRAF and HER3 using vemurafenib and the human monoclonal antibody CDX-3379, respectively, would potently inhibit MAPK activation and restore radioactive iodine (RAI) avidity in patients with BRAF-mutant RAIR thyroid cancer. Methods: Patients with BRAFV600E RAIR thyroid cancer were evaluated by thyrogen-stimulated iodine-124 (124I) positron emission tomography-computed tomography (PET/CT) at baseline and after 5 weeks of treatment with oral vemurafenib 960 mg twice daily alone for 1 week, followed by vemurafenib in combination with 1000 mg of intravenous CDX-3379 every 2 weeks. Patients with adequate 124I uptake on the second PET/CT then received therapeutic radioactive iodine (131I) with vemurafenb+CDX-3379. All therapy was discontinued two days later. Treatment response was monitored by serum thyroglobulin measurements and imaging. The primary endpoints were safety and tolerability of vemurafenib+CDX-3379, as well as the proportion of patients after vemurafenb+CDX-3379 therapy with enhanced RAI incorporation warranting therapeutic 131I. Results: Seven patients were enrolled; six were evaluable for the primary endpoints. No grade 3 or 4 toxicities related to CDX-3379 were observed. Five patients had increased RAI uptake after treatment; in 4 patients this increased uptake warranted therapeutic 131I. At 6 months, 2 patients achieved partial response after 131I and 2 progression of disease. Next-generation sequencing of 5 patients showed that all had co-occurring telomerase reverse transcriptase promoter alterations. A deleterious mutation in the SWItch/Sucrose Non-Fermentable (SWI/SNF) gene ARID2 was discovered in the patient without enhanced RAI avidity after therapy and an RAI-resistant tumor from another patient that was sampled off-study. Conclusions: The endpoints for success were met, providing preliminary evidence of vemurafenib+CDX-3379 safety and efficacy for enhancing RAI uptake. Preclinical data and genomic profiling in this small cohort suggest SWI/SNF gene mutations should be investigated as potential markers of resistance to redifferentiation strategies. Further evaluation of vemurafenib+CDX-3379 as a redifferentiation therapy in a larger trial is warranted (ClinicalTrials.gov: NCT02456701).
Subject(s)
Antineoplastic Agents , Thyroid Neoplasms , Antibodies, Monoclonal/therapeutic use , Antineoplastic Agents/therapeutic use , Humans , Iodine Radioisotopes/therapeutic use , Mutation , Positron Emission Tomography Computed Tomography , Proto-Oncogene Proteins B-raf/genetics , Thyroid Neoplasms/drug therapy , Thyroid Neoplasms/genetics , Thyroid Neoplasms/radiotherapy , Vemurafenib/therapeutic useABSTRACT
Background Artificial intelligence (AI) applications for cancer imaging conceptually begin with automated tumor detection, which can provide the foundation for downstream AI tasks. However, supervised training requires many image annotations, and performing dedicated post hoc image labeling is burdensome and costly. Purpose To investigate whether clinically generated image annotations can be data mined from the picture archiving and communication system (PACS), automatically curated, and used for semisupervised training of a brain MRI tumor detection model. Materials and Methods In this retrospective study, the cancer center PACS was mined for brain MRI scans acquired between January 2012 and December 2017 and included all annotated axial T1 postcontrast images. Line annotations were converted to boxes, excluding boxes shorter than 1 cm or longer than 7 cm. The resulting boxes were used for supervised training of object detection models using RetinaNet and Mask region-based convolutional neural network (R-CNN) architectures. The best-performing model trained from the mined data set was used to detect unannotated tumors on training images themselves (self-labeling), automatically correcting many of the missing labels. After self-labeling, new models were trained using this expanded data set. Models were scored for precision, recall, and F1 using a held-out test data set comprising 754 manually labeled images from 100 patients (403 intra-axial and 56 extra-axial enhancing tumors). Model F1 scores were compared using bootstrap resampling. Results The PACS query extracted 31 150 line annotations, yielding 11 880 boxes that met inclusion criteria. This mined data set was used to train models, yielding F1 scores of 0.886 for RetinaNet and 0.908 for Mask R-CNN. Self-labeling added 18 562 training boxes, improving model F1 scores to 0.935 (P < .001) and 0.954 (P < .001), respectively. Conclusion The application of semisupervised learning to mined image annotations significantly improved tumor detection performance, achieving an excellent F1 score of 0.954. This development pipeline can be extended for other imaging modalities, repurposing unused data silos to potentially enable automated tumor detection across radiologic modalities. © RSNA, 2022 Online supplemental material is available for this article.
Subject(s)
Artificial Intelligence , Neural Networks, Computer , Brain , Humans , Magnetic Resonance Imaging , Retrospective StudiesABSTRACT
Neurocutaneous melanocytosis (NCM) is characterized by melanocyte deposition in the leptomeninges and brain parenchyma, primarily occurring in children with large or giant congenital melanocytic nevi (LCMN) or multiple congenital melanocytic nevi. Patients with NCM may develop hydrocephalus and increased intracranial pressure, which can be managed with ventriculoperitoneal (VP) shunting. We present the case of a 16-month-old girl who developed peritoneal carcinomatosis and malignant ascites following VP shunting for hydrocephalus secondary to NCM to increase awareness of this rare, but serious, complication of cerebrospinal fluid diversion.
Subject(s)
Melanoma , Melanosis , Neurocutaneous Syndromes , Nevus, Pigmented , Skin Neoplasms , Child , Female , Humans , Infant , Melanoma/complications , Melanoma/diagnosis , Melanosis/diagnosis , Melanosis/etiology , Neurocutaneous Syndromes/complications , Neurocutaneous Syndromes/diagnosis , Nevus, Pigmented/diagnosis , Skin Neoplasms/diagnosisSubject(s)
Brain Neoplasms/pathology , Neoplasms, Neuroepithelial/pathology , Adolescent , Antineoplastic Agents, Alkylating/therapeutic use , Brain Edema/etiology , Brain Neoplasms/diagnostic imaging , Brain Neoplasms/surgery , Chemoradiotherapy , Female , Gene Fusion , Humans , Magnetic Resonance Imaging , Microtubule-Associated Proteins/genetics , Neoplasms, Neuroepithelial/diagnostic imaging , Neoplasms, Neuroepithelial/surgery , Receptor, Fibroblast Growth Factor, Type 3/genetics , Temozolomide/therapeutic useABSTRACT
The reprogramming of cellular metabolism is a hallmark of cancer diagnosis and prognosis. Proton magnetic resonance spectroscopic imaging (MRSI) is a non-invasive diagnostic technique for investigating brain metabolism to establish cancer diagnosis and IDH gene mutation diagnosis as well as facilitate pre-operative planning and treatment response monitoring. By allowing tissue metabolism to be quantified, MRSI provides added value to conventional MRI. MRSI can generate metabolite maps from a single volume or multiple volume elements within the whole brain. Metabolites such as NAA, Cho and Cr, as well as their ratios Cho:NAA ratio and Cho:Cr ratio, have been used to provide tumor diagnosis and aid in radiation therapy planning as well as treatment assessment. In addition to these common metabolites, 2-hydroxygluterate (2HG) has also been quantified using MRSI following the recent discovery of IDH mutations in gliomas. This has opened up targeted drug development to inhibit the mutant IDH pathway. This review provides guidance on MRSI in brain gliomas, including its acquisition, analysis methods, and evolving clinical applications.
Subject(s)
Orbital Neoplasms/secondary , Retinal Neoplasms/diagnosis , Retinoblastoma/secondary , Skull Base Neoplasms/secondary , Child, Preschool , Female , Humans , Magnetic Resonance Imaging , Neoplasm Metastasis , Orbit , Orbital Neoplasms/diagnosis , Retinoblastoma/diagnosis , Skull , Skull Base Neoplasms/diagnosisABSTRACT
PURPOSE: Magnetic resonance imaging (MRI) has been used for baseline brain imaging and afterward as a screening tool for trilateral retinoblastoma (TRB), but there is no consensus on timing or frequency of screening worldwide. In this study, a cohort of hereditary retinoblastoma patients at increased risk for TRB was identified and the usefulness of aggressive neuroimaging was examined. DESIGN: Retrospective review of the medical records and MRI reports of patients with retinoblastoma treated at Memorial Sloan Kettering Cancer Center between January 1, 2006, and December 31, 2016. PARTICIPANTS: Three hundred forty-nine total patients with retinoblastoma, including 215 hereditary retinoblastoma patients in the screening group. METHODS: We reviewed 804 MRI studies of the orbit or brain. Patient and disease characteristics, including laterality, family history, and gene mutation status were analyzed. The impression of every MRI was coded 1 to 5, each value representing a different abnormality. MAIN OUTCOME MEASURES: We calculated the incidence of TRB in patients with germline disease as well as the incidence of screening MRI scans showing TRB. RESULTS: Among our hereditary retinoblastoma screening cohort (n=215) 4 patients with TRB were identified on screening MRI. All 4 patients showed bilateral disease, pineal gland tumors, and a latency period of at least 1 year. Three of the 4 were deceased by the end of the study. The incidence of TRB diagnosis was 1.9% (95% confidence interval [CI], 0.7%-4.9%). Of the 804 screening MRI scans performed on the screening cohort, 691 (86%) were unremarkable and 4 reported a lesion suspicious for TRB. The overall incidence of detecting TRB on screening MRI in the at-risk cohort was 0.5% (95% CI, 0.2%-1.3%) with a number needed to treat of 202. CONCLUSIONS: All cases of TRB in our center during the study period developed before the patient was 3 years of age and after a total of only 4 lifetime MRIs. Overall survival from TRB was not improved as a result of screening, and many false-positive results required additional, subsequent MRI scans with anesthesia.
Subject(s)
Magnetic Resonance Imaging/methods , Mass Screening/methods , Retina/pathology , Retinal Neoplasms/diagnosis , Retinoblastoma/diagnosis , Child, Preschool , Female , Humans , Infant , Infant, Newborn , Male , Reproducibility of Results , Retrospective StudiesABSTRACT
BACKGROUNDAdoptive transfer of donor-derived EBV-specific cytotoxic T-lymphocytes (EBV-CTLs) can eradicate EBV-associated lymphomas (EBV-PTLD) after transplantation of hematopoietic cell (HCT) or solid organ (SOT) but is unavailable for most patients.METHODSWe developed a third-party, allogeneic, off-the-shelf bank of 330 GMP-grade EBV-CTL lines from specifically consented healthy HCT donors. We treated 46 recipients of HCT (n = 33) or SOT (n = 13) with established EBV-PTLD, who had failed rituximab therapy, with third-party EBV-CTLs. Treatment cycles consisted of 3 weekly infusions of EBV-CTLs and 3 weeks of observation.RESULTSEBV-CTLs did not induce significant toxicities. One patient developed grade I skin graft-versus-host disease. Complete remission (CR) or sustained partial remission (PR) was achieved in 68% of HCT recipients and 54% of SOT recipients. For patients who achieved CR/PR or stable disease after cycle 1, one year overall survival was 88.9% and 81.8%, respectively. In addition, 3 of 5 recipients with POD after a first cycle who received EBV-CTLs from a different donor achieved CR or durable PR (60%) and survived longer than 1 year. Maximal responses were achieved after a median of 2 cycles.CONCLUSIONThird-party EBV-CTLs of defined HLA restriction provide safe, immediately accessible treatment for EBV-PTLD. Secondary treatment with EBV-CTLs restricted by a different HLA allele (switch therapy) can also induce remissions if initial EBV-CTLs are ineffective. These results suggest a promising potential therapy for patients with rituximab-refractory EBV-associated lymphoma after transplantation.TRIAL REGISTRATIONPhase II protocols (NCT01498484 and NCT00002663) were approved by the Institutional Review Board at Memorial Sloan Kettering Cancer Center, the FDA, and the National Marrow Donor Program.FUNDINGThis work was supported by NIH grants CA23766 and R21CA162002, the Aubrey Fund, the Claire Tow Foundation, the Major Family Foundation, the Max Cure Foundation, the Richard "Rick" J. Eisemann Pediatric Research Fund, the Banbury Foundation, the Edith Robertson Foundation, and the Larry Smead Foundation. Atara Biotherapeutics licensed the bank of third-party EBV-CTLs from Memorial Sloan Kettering Cancer Center in June 2015.
Subject(s)
Adoptive Transfer , Epstein-Barr Virus Infections , Hematopoietic Stem Cell Transplantation , Herpesvirus 4, Human/immunology , Lymphoma , Rituximab/administration & dosage , T-Lymphocytes/immunology , Adult , Allografts , Disease-Free Survival , Epstein-Barr Virus Infections/immunology , Epstein-Barr Virus Infections/mortality , Epstein-Barr Virus Infections/therapy , Female , Humans , Lymphoma/immunology , Lymphoma/mortality , Lymphoma/therapy , Lymphoma/virology , Male , Survival Rate , T-Lymphocytes/pathologyABSTRACT
PURPOSE: Activation of the PI3K/mTOR signaling pathway is common in head and neck squamous cell carcinoma (HNSCC). BYL719 is an α-specific PI3K inhibitor that is synergistic and efficacious when combined with cetuximab, a Food and Drug Administration-approved radiosensitizing agent in the treatment of HNSCC. The agent independently has been shown to enhance radiosensitivity. This study evaluates the addition of BYL719 to cetuximab and radiation in the treatment of locally advanced HNSCC. METHODS AND MATERIALS: This is a single-institution, phase 1 study. Patients with American Joint Committee on Cancer seventh edition stage III to IVB HNSCC received standard cetuximab (400 mg/m2 intravenous loading dose) before intensity modulated radiation therapy (IMRT) followed by 250 mg/m2 weekly infusions during IMRT. BYL719 was given orally during IMRT in 3 dose levels: (1) 200 mg/d, (2) 250 mg/d, or (3) 300 mg/d in a standard 3 + 3 dose-escalation design. RESULTS: Eleven patients were evaluable. Dose level 2 was the maximum tolerated dose for BYL719. Two patients on dose level 3 had dose-limiting toxicities of oral mucositis that required a dose reduction of BYL719. One patient on dose level 2 had a dose-limiting toxicity of nausea that led to withdrawal of on-study treatment. Related grade 3 or higher adverse events consisted of decreased lymphocyte count, oral mucositis, dysphagia, hyperglycemia, maculopapular rash, and palmar-plantar erythrodysesthesia syndrome. All 11 patients had a complete response on posttreatment imaging, and 10 remain disease free. Of the 8 patients with mutational analysis, 1 had an activating PIK3CA mutation associated with a rapid response on serial intratreatment magnetic resonance imaging scans. CONCLUSIONS: The recommended phase 2 dose of BYL719 is 250 mg/d in combination with cetuximab and IMRT in patients with locally advanced HNSCC. Further evaluation of the addition of BYL719 to the platinum-sparing regimen of cetuximab and IMRT in the treatment of locally advanced HNSCC is warranted.
Subject(s)
Cetuximab/administration & dosage , Head and Neck Neoplasms/therapy , Phosphoinositide-3 Kinase Inhibitors/administration & dosage , Radiation-Sensitizing Agents/administration & dosage , Radiotherapy, Intensity-Modulated , Squamous Cell Carcinoma of Head and Neck/therapy , Thiazoles/administration & dosage , Adult , Aged , Chemoradiotherapy/methods , Class I Phosphatidylinositol 3-Kinases/genetics , Head and Neck Neoplasms/metabolism , Head and Neck Neoplasms/pathology , Humans , Male , Maximum Tolerated Dose , Middle Aged , Mutation , Phosphatidylinositol 3-Kinases/metabolism , Phosphoinositide-3 Kinase Inhibitors/adverse effects , Squamous Cell Carcinoma of Head and Neck/metabolism , Squamous Cell Carcinoma of Head and Neck/pathology , TOR Serine-Threonine Kinases/metabolism , Thiazoles/adverse effectsABSTRACT
We attempted to investigate the potential role for apparent diffusion coefficient (ADC) to diagnose trilateral retinoblastoma (TRb) by retrospectively reviewing brain magnetic resonance images of retinoblastoma patients. Observations: The median ADC measured 620.95 for TRb (n=6) and 1238.5 for normal pineal gland in bilateral retinoblastoma (n=8). Monitoring ADC trends aided in establishing the appropriate diagnoses in 3 patients (2 TRb, 1 benign pineal cyst). Conclusions: Our results provide baseline reference data and describe the importance of downward trending ADC which should prompt consideration of TRb. Unchanged high/nonrestricted values (>1000) may distinguish those with benign pineal tissue and obviate invasive neurosurgical procedures.