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result(s) for
"Molinaro, Annette M"
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Genetic and molecular epidemiology of adult diffuse glioma
2019
The WHO 2007 glioma classification system (based primarily on tumour histology) resulted in considerable interobserver variability and substantial variation in patient survival within grades. Furthermore, few risk factors for glioma were known. Discoveries over the past decade have deepened our understanding of the molecular alterations underlying glioma and have led to the identification of numerous genetic risk factors. The advances in molecular characterization of glioma have reframed our understanding of its biology and led to the development of a new classification system for glioma. The WHO 2016 classification system comprises five glioma subtypes, categorized by both tumour morphology and molecular genetic information, which led to reduced misclassification and improved consistency of outcomes within glioma subtypes. To date, 25 risk loci for glioma have been identified and several rare inherited mutations that might cause glioma in some families have been discovered. This Review focuses on the two dominant trends in glioma science: the characterization of diagnostic and prognostic tumour markers and the identification of genetic and other risk factors. An overview of the many challenges still facing glioma researchers is also included.
Journal Article
Enhanced cell deconvolution of peripheral blood using DNA methylation for high-resolution immune profiling
by
Zhang, Ze
,
Koestler, Devin C.
,
Hansen, Helen M.
in
631/114/2407
,
631/208/176/1988
,
631/250/2502/2170
2022
DNA methylation microarrays can be employed to interrogate cell-type composition in complex tissues. Here, we expand reference-based deconvolution of blood DNA methylation to include 12 leukocyte subtypes (neutrophils, eosinophils, basophils, monocytes, naïve and memory B cells, naïve and memory CD4 + and CD8 + T cells, natural killer, and T regulatory cells). Including derived variables, our method provides 56 immune profile variables. The IDOL (IDentifying Optimal Libraries) algorithm was used to identify libraries for deconvolution of DNA methylation data for current and previous platforms. The accuracy of deconvolution estimates obtained using our enhanced libraries was validated using artificial mixtures and whole-blood DNA methylation with known cellular composition from flow cytometry. We applied our libraries to deconvolve cancer, aging, and autoimmune disease datasets. In conclusion, these libraries enable a detailed representation of immune-cell profiles in blood using only DNA and facilitate a standardized, thorough investigation of immune profiles in human health and disease.
Deconvolution algorithms facilitate studying cell type-specific changes using bulk data from complex tissues. Here, the authors present a deconvolution method that predicts DNA methylation levels in 12 leukocyte subtypes using human microarray data and apply it to various examples.
Journal Article
Glioblastoma remodelling of human neural circuits decreases survival
2023
Gliomas synaptically integrate into neural circuits
1
,
2
. Previous research has demonstrated bidirectional interactions between neurons and glioma cells, with neuronal activity driving glioma growth
1
–
4
and gliomas increasing neuronal excitability
2
,
5
–
8
. Here we sought to determine how glioma-induced neuronal changes influence neural circuits underlying cognition and whether these interactions influence patient survival. Using intracranial brain recordings during lexical retrieval language tasks in awake humans together with site-specific tumour tissue biopsies and cell biology experiments, we find that gliomas remodel functional neural circuitry such that task-relevant neural responses activate tumour-infiltrated cortex well beyond the cortical regions that are normally recruited in the healthy brain. Site-directed biopsies from regions within the tumour that exhibit high functional connectivity between the tumour and the rest of the brain are enriched for a glioblastoma subpopulation that exhibits a distinct synaptogenic and neuronotrophic phenotype. Tumour cells from functionally connected regions secrete the synaptogenic factor thrombospondin-1, which contributes to the differential neuron–glioma interactions observed in functionally connected tumour regions compared with tumour regions with less functional connectivity. Pharmacological inhibition of thrombospondin-1 using the FDA-approved drug gabapentin decreases glioblastoma proliferation. The degree of functional connectivity between glioblastoma and the normal brain negatively affects both patient survival and performance in language tasks. These data demonstrate that high-grade gliomas functionally remodel neural circuits in the human brain, which both promotes tumour progression and impairs cognition.
High-grade gliomas functionally remodel neural circuits in the human brain, promoting tumour progression and impairing cognition.
Journal Article
Detection of glioma infiltration at the tumor margin using quantitative stimulated Raman scattering histology
2021
In the management of diffuse gliomas, the identification and removal of tumor at the infiltrative margin remains a central challenge. Prior work has demonstrated that fluorescence labeling tools and radiographic imaging are useful surgical adjuvants with macroscopic resolution. However, they lose sensitivity at the tumor margin and have limited clinical utility for lower grade histologies. Fiber-laser based stimulated Raman histology (SRH) is an optical imaging technique that provides microscopic tissue characterization of unprocessed tissues. It remains unknown whether SRH of tissues taken from the infiltrative glioma margin will identify microscopic residual disease. Here we acquired glioma margin specimens for SRH, histology, and tumor specific tissue characterization. Generalized linear mixed models were used to evaluate agreement. We find that SRH identified residual tumor in 82 of 167 margin specimens (49%), compared to IHC confirming residual tumor in 72 of 128 samples (56%), and H&E confirming residual tumor in 82 of 169 samples (49%). Intraobserver agreements between all 3 modalities were confirmed. These data demonstrate that SRH detects residual microscopic tumor at the infiltrative glioma margin and may be a promising tool to enhance extent of resection.
Journal Article
Temporal Dynamics of Pseudoprogression After Gamma Knife Radiosurgery for Vestibular Schwannomas—A Retrospective Volumetric Study
by
Chang, Joseph
,
Tward, Aaron
,
Molinaro, Annette M
in
Acoustic neuroma
,
Care and treatment
,
Diagnostic imaging
2019
Abstract
BACKGROUND
The optimal observation interval after the radiosurgical treatment of a sporadic vestibular schwannoma, prior to salvage intervention, is unknown.
OBJECTIVE
To determine an optimal postradiosurgical treatment interval for differentiating between pseudoprogression and true tumor growth by analyzing serial volumetric data.
METHODS
This single-institution retrospective study included all sporadic vestibular schwannomas treated with Gamma Knife radiosurgery (Eketa AB, Stockholm, Sweden; 12–13 Gy) from 2002 to 2014. Volumetric analysis was performed on all available pre- and posttreatment magnetic resonance imaging scans. Tumors were classified as “stable/decreasing,” “transient enlargement”, or “persistent growth” after treatment, based on incrementally increasing follow-up durations.
RESULTS
A total of 118 patients included in the study had a median treatment tumor volume of 0.74 cm3 (interquartile range [IQR] = 0.34–1.77 cm3) and a median follow-up of 4.1 yr (IQR = 2.6–6.0 yr). Transient tumor enlargement was observed in 44% of patients, beginning at a median of 1 yr (IQR = 0.6–1.4 yr) posttreatment, with 90% reaching peak volume within 3.5 yr, posttreatment. Volumetric enlargement resolved at a median of 2.4 yr (IQR 1.9–3.6 yr), with 90% of cases resolved at 6.9 yr. Increasing follow-up revealed that many of the tumors initially enlarging 1 to 3 yr after stereotactic radiosurgery ultimately begin to shrink on longer follow-up (45% by 4 yr, 77% by 6 yr).
CONCLUSION
Tumor enlargement within ∼3.5 yr of treatment should not be used as a sole criterion for salvage treatment. Patient symptoms and tumor size must be considered, and giving tumors a chance to regress before opting for salvage treatment may be worthwhile.
Journal Article
Residual Tumor Volume and Location Predict Progression After Primary Subtotal Resection of Sporadic Vestibular Schwannomas: A Retrospective Volumetric Study
by
Breshears, Jonathan D
,
Cheung, Steven W
,
McDermott, Michael W
in
Acoustic neuroma
,
Care and treatment
,
Clinical decision making
2020
Abstract
BACKGROUND
Preservation of functional integrity during vestibular schwannoma surgery has become critical in the era of patient-centric medical decision-making. Subtotal tumor removal is often necessary when dense adhesions between the tumor and critical structures are present. However, it is unclear what the rate of tumor control is after subtotal resection (STR) and what factors are associated with recurrence.
OBJECTIVE
To determine the rate of residual tumor growth after STR and identify clinical and radiographic predictors of tumor progression.
METHODS
A single-institution retrospective study was performed on all sporadic vestibular schwannomas that underwent surgical resection between January 1, 2002 and December 31, 2015. Clinical charts, pathology, radiology, and operative reports were reviewed. Volumetric analysis was performed on all pre- and postoperative MR imaging. Univariate and multivariate logistic regression was performed to identify predictors of the primary endpoint of tumor progression. Kaplan–Meier analysis was performed to compare progression free survival between 2 groups of residual tumor volumes and location.
RESULTS
In this cohort of 66 patients who underwent primary STR, 30% had documented progression within a median follow up period of 3.1 yr. Greater residual tumor volume (OR 2.0 [1.1-4.0]) and residual disease within the internal auditory canal (OR 3.7 [1.0-13.4]) predicted progression on multivariate analysis.
CONCLUSION
These longitudinal data provide insight into the behavior of residual tumor, helping clinicians to determine if and when STR is an acceptable surgical strategy and to anchor expectations during shared medical decision-making consultation with patients.
Journal Article
Genetic predisposition to altered blood cell homeostasis is associated with glioma risk and survival
2025
Glioma is a highly fatal and heterogeneous brain tumor with few known risk factors. Our study examines genetically predicted variability in blood cell indices in relation to glioma risk and survival in 3418 cases and 8156 controls. We find that increased platelet to lymphocyte ratio (PLR) confers an increased risk of glioma (odds ratio (OR) = 1.25,
p
= 0.005), especially tumors with isocitrate dehydrogenase (IDH) mutations (OR = 1.38,
p
= 0.007) and IDH
mut
1p/19q intact (IDH
mut-intact
OR = 1.53,
p
= 0.004) tumors. Genetically inferred increased counts of lymphocytes (IDH
mut-intact
OR = 0.70,
p
= 0.004) and neutrophils (IDH
mut
OR = 0.69,
p
= 0.019; IDH
mut-intact
OR = 0.60,
p
= 0.009) show inverse associations with risk, which may reflect enhanced immune-surveillance. Considering survival, we observe higher mortality risk in patients with IDH
mut
1p/19q with genetically predicted increased counts of lymphocytes (hazard ratio (HR) = 1.65, 95% CI: 1.24–2.20), neutrophils (HR = 1.49, 1.13–1.97), and eosinophils (HR = 1.59, 1.18–2.14). Polygenic scores for blood cell traits are also differentially associated with 17 tumor immune microenvironment features in a subtype-specific manner, including signatures related to interferon signaling, PD-1 expression, and T-cell/Cytotoxic responses. Our findings highlight immune-mediated susceptibility mechanisms with potential disease management implications.
Glioma is an aggressive brain tumor subtype with few known risk factors. Here, the authors utilise Mendelian Randomisation to investigate correlation of immune cell counts with subtype-specific risk and mortality in glioma patients.
Journal Article
Evolution of DNA repair defects during malignant progression of low-grade gliomas after temozolomide treatment
by
Wesseling, Pieter
,
Mazor, Tali
,
Fouse, Shaun D.
in
Antineoplastic Agents, Alkylating - therapeutic use
,
Brain cancer
,
Brain Neoplasms - complications
2015
Temozolomide (TMZ) increases the overall survival of patients with glioblastoma (GBM), but its role in the clinical management of diffuse low-grade gliomas (LGG) is still being defined. DNA hypermethylation of the
O
6
-
methylguanine
-
DNA methyltransferase
(
MGMT)
promoter is associated with an improved response to TMZ treatment, while inactivation of the DNA mismatch repair (MMR) pathway is associated with therapeutic resistance and TMZ-induced mutagenesis. We previously demonstrated that TMZ treatment of LGG induces driver mutations in the RB and AKT–mTOR pathways, which may drive malignant progression to secondary GBM. To better understand the mechanisms underlying TMZ-induced mutagenesis and malignant progression, we explored the evolution of
MGMT
methylation and genetic alterations affecting MMR genes in a cohort of 34 treatment-naïve LGGs and their recurrences. Recurrences with TMZ-associated hypermutation had increased
MGMT
methylation compared to their untreated initial tumors and higher overall
MGMT
methylation compared to TMZ-treated non-hypermutated recurrences. A TMZ-associated mutation in one or more MMR genes was observed in five out of six TMZ-treated hypermutated recurrences. In two cases, pre-existing heterozygous deletions encompassing
MGMT
, or an MMR gene, were followed by TMZ-associated mutations in one of the genes of interest. These results suggest that tumor cells with methylated
MGMT
may undergo positive selection during TMZ treatment in the context of MMR deficiency.
Journal Article
Metabolic Profiling of IDH Mutation and Malignant Progression in Infiltrating Glioma
2017
Infiltrating low grade gliomas (LGGs) are heterogeneous in their behavior and the strategies used for clinical management are highly variable. A key factor in clinical decision-making is that patients with mutations in the
isocitrate dehydrogenase 1
and
2 (IDH1/2
) oncogenes are more likely to have a favorable outcome and be sensitive to treatment. Because of their relatively long overall median survival, more aggressive treatments are typically reserved for patients that have undergone malignant progression (MP) to an anaplastic glioma or secondary glioblastoma (GBM). In the current study,
ex vivo
metabolic profiles of image-guided tissue samples obtained from patients with newly diagnosed and recurrent LGG were investigated using proton high-resolution magic angle spinning spectroscopy (
1
H HR-MAS). Distinct spectral profiles were observed for lesions with
IDH-
mutated genotypes, between astrocytoma and oligodendroglioma histologies, as well as for tumors that had undergone MP. Levels of 2-hydroxyglutarate (2HG) were correlated with increased mitotic activity, axonal disruption, vascular neoplasia, and with several brain metabolites including the choline species, glutamate, glutathione, and GABA. The information obtained in this study may be used to develop strategies for
in vivo
characterization of infiltrative glioma, in order to improve disease stratification and to assist in monitoring response to therapy.
Journal Article
A cytokine-based serum proteomic score is a prognostic biomarker for immunotherapy in head and neck cancer
2025
Despite advances with anti-programmed death (PD)-1-based immunotherapy for recurrent/metastatic head and neck squamous cell carcinoma (R/M HNSCC), identifying who will benefit from these therapies remains challenging. In a prospective, multicenter study, serum levels of 92 cytokines were measured in pretreatment sera collected on 38 (discovery cohort) and 40 (validation cohort) patients with R/M HNSCC undergoing anti-PD-1-based immunotherapy. A prognostic cytokine score comprised of four cytokines (CXCL1, MCP-4, IL6, CD40) was developed using Cox elastic net modeling within the discovery cohort and showed concordance indices of 0.71 and 0.79 for overall survival (OS) in the discovery and validation cohorts, respectively. High cytokine scores were linked to worse OS (
p
< 0.01, adjusted HR = 2.07, 95% CI = 1.26–3.41). Further, the cytokine score outperformed established biomarkers including TMB and PD-L1 CPS. Our results suggest that serum cytokine proteomic score may serve as prognostic biomarker for anti-PD-1 therapy in R/M HNSCC.
Journal Article