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Clinical validation of a spectroscopic liquid biopsy for earlier detection of brain cancer

Cameron, James M; Brennan, Paul M; Antoniou, Georgios; Butler, Holly J; Christie, Loren; Conn, Justin J A; Curran, Tom; Gray, Ewan; Hegarty, Mark G; Jenkinson, Michael D; Orringer, Daniel; Palmer, David S; Sala, Alexandra; Smith, Benjamin R; Baker, Matthew J
Background/UNASSIGNED:Diagnostic delays impact the quality of life and survival of patients with brain tumors. Earlier and expeditious diagnoses in these patients are crucial to reduce the morbidities and mortalities associated with brain tumors. A simple, rapid blood test that can be administered easily in a primary care setting to efficiently identify symptomatic patients who are most likely to have a brain tumor would enable quicker referral to brain imaging for those who need it most. Methods/UNASSIGNED:Blood serum samples from 603 patients were prospectively collected and analyzed. Patients either had non-specific symptoms that could be indicative of a brain tumor on presentation to the Emergency Department, or a new brain tumor diagnosis and referral to the neurosurgical unit, NHS Lothian, Scotland. Patient blood serum samples were analyzed using the Dxcover® Brain Cancer liquid biopsy. This technology utilizes infrared spectroscopy combined with a diagnostic algorithm to predict the presence of intracranial disease. Results/UNASSIGNED:Our liquid biopsy approach reported an area under the receiver operating characteristic curve of 0.8. The sensitivity-tuned model achieves a 96% sensitivity with 45% specificity (NPV 99.3%) and identified 100% of glioblastoma multiforme patients. When tuned for a higher specificity, the model yields a sensitivity of 47% with 90% specificity (PPV 28.4%). Conclusions/UNASSIGNED:This simple, non-invasive blood test facilitates the triage and radiographic diagnosis of brain tumor patients while providing reassurance to healthy patients. Minimizing time to diagnosis would facilitate the identification of brain tumor patients at an earlier stage, enabling more effective, less morbid surgical and adjuvant care.
PMCID:8934542
PMID: 35316978
ISSN: 2632-2498
CID: 5220372

Association of hyperglycemia and molecular subclass on survival in IDH-wildtype glioblastoma

Liu, Elisa K; Vasudevaraja, Varshini; Sviderskiy, Vladislav O; Feng, Yang; Tran, Ivy; Serrano, Jonathan; Cordova, Christine; Kurz, Sylvia C; Golfinos, John G; Sulman, Erik P; Orringer, Daniel A; Placantonakis, Dimitris; Possemato, Richard; Snuderl, Matija
BACKGROUND/UNASSIGNED:Hyperglycemia has been associated with worse survival in glioblastoma. Attempts to lower glucose yielded mixed responses which could be due to molecularly distinct GBM subclasses. METHODS/UNASSIGNED:Clinical, laboratory, and molecular data on 89 IDH-wt GBMs profiled by clinical next-generation sequencing and treated with Stupp protocol were reviewed. IDH-wt GBMs were sub-classified into RTK I (Proneural), RTK II (Classical) and Mesenchymal subtypes using whole-genome DNA methylation. Average glucose was calculated by time-weighting glucose measurements between diagnosis and last follow-up. RESULTS/UNASSIGNED:= .02). Methylation clustering did not identify unique signatures associated with high or low glucose levels. Metabolomic analysis of 23 tumors showed minimal variation across metabolites without differences between molecular subclasses. CONCLUSION/UNASSIGNED:Higher average glucose values were associated with poorer OS in RTKI and Mesenchymal IDH-wt GBM, but not RTKII. There were no discernible epigenetic or metabolomic differences between tumors in different glucose environments, suggesting a potential survival benefit to lowering systemic glucose in selected molecular subtypes.
PMCID:9653172
PMID: 36382106
ISSN: 2632-2498
CID: 5384812

Stimulated Raman Spectroscopy as Rapid On-site Evaluation of Renal Neoplastic and Non-neoplastic Biopsies [Meeting Abstract]

Ren, Joyce; Mannas, Miles; Jones, Derek; Orringer, Daniel; Taneja, Samir; Deng, Fang-Ming
ISI:000770361803144
ISSN: 0893-3952
CID: 5243372

Stimulated Raman Spectroscopy as Rapid On-site Evaluation of Renal Neoplastic and Non-neoplastic Biopsies [Meeting Abstract]

Ren, Joyce; Mannas, Miles; Jones, Derek; Orringer, Daniel; Taneja, Samir; Deng, Fang-Ming
ISI:000770360203144
ISSN: 0023-6837
CID: 5243232

Clinical Translation of Stimulated Raman Histology

Orillac, Cordelia; Hollon, Todd; Orringer, Daniel A
Stimulated Raman histology (SRH) images are created by the label-free, nondestructive imaging of tissue using stimulated Raman scattering (SRS) microscopy. In a matter of seconds, these images provide real-time histologic information on biopsied tissue in the operating room. SRS microscopy uses two lasers (pump beam and Stokes beam) to amplify the Raman signal of specific chemical bonds found in macromolecules (lipids, proteins, and nucleic acids) in these tissues. The concentrations of these macromolecules are used to produce image contrast. These images are acquired and displayed using an imaging system with five main components: (1) fiber coupled microscope, (2) dual-wavelength fiber-laser module, (3) laser control module, (4) microscope control module, and (5) a computer. This manuscript details how to assemble the dual-wavelength fiber-laser module and how to generate an SRH image.
PMID: 34837182
ISSN: 1940-6029
CID: 5063952

Clinical Validation of Stimulated Raman Histology for Rapid Intraoperative Diagnosis of CNS Tumors [Meeting Abstract]

Movahed-Ezazi, Misha; Nasir-moin, Mustafa; Fang, Camila; Pizzillo, Isabella; Galbraith, Kristyn; Krasnozhen, Olga; Schroff, Seema; Drexler, Steven; William, Christopher; Zagzag, David; Orringer, Daniel; Snuderl, Matija
ISI:000798368400131
ISSN: 0022-3069
CID: 5244332

Clinical value of DNA methylation in practice: A prospective molecular neuropathology study [Meeting Abstract]

Galbraith, Kristyn; Shen, Guomiao; Serrano, Jonathan; Vasudevaraja, Varshini; Tran, Ivy; Movahed-Ezazi, Misha; Harter, David; Hidalgo, Eveline; Wisoff, Jeffrey; Orringer, Daniel; Placantonakis, Dimitris; Gardner, Sharon; William, Christopher; Zagzag, David; Allen, Jeffrey; Sulman, Erik; Golfinos, John; Snuderl, Matija
ISI:000798368400125
ISSN: 0022-3069
CID: 5244322

Fluorescence Guidance and Intraoperative Adjuvants to Maximize Extent of Resection

Orillac, Cordelia; Stummer, Walter; Orringer, Daniel A
Safely maximizing extent of resection has become the central goal in glioma surgery. Especially in eloquent cortex, the goal of maximal resection is balanced with neurological risk. As new technologies emerge in the field of neurosurgery, the standards for maximal safe resection have been elevated. Fluorescence-guided surgery, intraoperative magnetic resonance imaging, and microscopic imaging methods are among the most well-validated tools available to enhance the level of accuracy and safety in glioma surgery. Each technology uses a different characteristic of glioma tissue to identify and differentiate tumor tissue from normal brain and is most effective in the context of anatomic, connectomic, and neurophysiologic context. While each tool is able to enhance resection, multiple modalities are often used in conjunction to achieve maximal safe resection. This paper reviews the mechanism and utility of the major adjuncts available for use in glioma surgery, especially in tumors within eloquent areas, and puts forth the foundation for a unified approach to how leverage currently available technology to ensure maximal safe resection.
PMCID:8510852
PMID: 33289518
ISSN: 1524-4040
CID: 5045742

Neurosurgical Advances for Malignant Gliomas: Intersection of Biology and Technology

Dastagirzada, Yosef; Suryadevara, Carter; Weiss, Hannah; Orringer, Daniel
ABSTRACT:The intersection of biology and technology has led to many advancements for the field of neurosurgery. Molecular developments have led to the identification of specific mutations, allowing for more accurate discussions in regard to prognosis and treatment effect. Even amid the progress from basic science benchwork, malignant gliomas continue to have a bleak natural history in lieu of the resistance to chemotherapy and the diffuse nature of the disease, leaving room for further research to discover more effective treatment modalities. Novel imaging methods, including the emerging field of radiogenomics, involve the merging of molecular and radiographic data, enabling earlier, detailed molecular diagnoses and improved surveillance of this pathology. Furthermore, surgical advancements have led to safer and more extensive resections. This review aims to delineate the various advancements in the many facets that are used daily in the care of our glioma population, specifically pertaining to its biology, imaging modalities, and perioperative adjuncts used in the operating room.
PMID: 34570450
ISSN: 1540-336x
CID: 5039732

Re-evaluating Biopsy for Recurrent Glioblastoma: A Position Statement by the Christopher Davidson Forum Investigators

Nduom, Edjah K; Gephart, Melanie Hayden; Chheda, Milan G; Suva, Mario L; Amankulor, Nduka; Battiste, James D; Campian, Jian L; Dacey, Ralph G; Das, Sunit; Fecci, Peter E; Hadjipanayis, Constantinos G; Hoang, Kimberly B; Jalali, Ali; Orringer, Daniel; Patel, Akash J; Placantonakis, Dimitris; Rodriguez, Analiz; Yang, Isaac; Yu, Jennifer S; Zipfel, Greg J; Dunn, Gavin P; Leuthardt, Eric C; Kim, Albert H
Patients with glioblastoma (GBM) need bold new approaches to their treatment, yet progress has been hindered by a relative inability to dynamically track treatment response, mechanisms of resistance, evolution of targetable mutations, and changes in mutational burden. We are writing on behalf of a multidisciplinary group of academic neuro-oncology professionals who met at the collaborative Christopher Davidson Forum at Washington University in St Louis in the fall of 2019. We propose a dramatic but necessary change to the routine management of patients with GBM to advance the field: to routinely biopsy recurrent GBM at the time of presumed recurrence. Data derived from these samples will identify true recurrence vs treatment effect, avoid treatments with little chance of success, enable clinical trial access, and aid in the scientific advancement of our understanding of GBM.
PMID: 33862619
ISSN: 1524-4040
CID: 4924052