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Ultra-rapid droplet digital PCR enables intraoperative tumor quantification
Murphy, Zachary R; Bianchini, Emilia C; Smith, Andrew; Körner, Lisa I; Russell, Teresa; Reinecke, David; Maarouf, Nader; Wang, Yuxiu; Golfinos, John G; Miller, Alexandra M; Snuderl, Matija; Orringer, Daniel A; Evrony, Gilad D
BACKGROUND:The diagnosis and treatment of tumors often depend on molecular-genetic data. However, rapid and iterative access to molecular data is not currently feasible during surgery, complicating intraoperative diagnosis and precluding measurement of tumor cell burdens at surgical margins to guide resections. METHODS:Here, we introduce Ultra-Rapid droplet digital PCR (UR-ddPCR), a technology that achieves the fastest measurement, to date, of mutation burdens in tissue samples, from tissue to result in 15 min. Our workflow substantially reduces the time from tissue biopsy to molecular diagnosis and provides a highly accurate means of quantifying residual tumor infiltration at surgical margins. FINDINGS/RESULTS: = 0.995). CONCLUSIONS:The technology and workflow developed here enable intraoperative molecular-genetic assays with unprecedented speed and sensitivity. We anticipate that our method will facilitate novel point-of-care diagnostics and molecularly guided surgeries that improve clinical outcomes. FUNDING/BACKGROUND:This study was funded by the National Institutes of Health and NYU Grossman School of Medicine institutional funds. Reagents and instruments were provided in kind by Bio-Rad.
PMID: 40010345
ISSN: 2666-6340
CID: 5801032
Real-world experience with circulating tumor DNA in cerebrospinal fluid from patients with central nervous system tumors
Hickman, Richard A; Miller, Alexandra M; Holle, Bridget M; Jee, Justin; Liu, Si-Yang; Ross, Dara; Yu, Helena; Riely, Gregory J; Ombres, Christina; Gewirtz, Alexandra N; Reiner, Anne S; Nandakumar, Subhiksha; Price, Adam; Kaley, Thomas J; Graham, Maya S; Vanderbilt, Chad; Rana, Satshil; Hill, Katherine; Chabot, Kiana; Campos, Carl; Nafa, Khedoudja; Shukla, Neerav; Karajannis, Matthias; Li, Bob; Berger, Michael; Ladanyi, Marc; Pentsova, Elena; Boire, Adrienne; Brannon, A Rose; Bale, Tejus; Mellinghoff, Ingo K; Arcila, Maria E
The characterization of genetic alterations in tumor samples has become standard practice for many human cancers to achieve more precise disease classification and guide the selection of targeted therapies. Cerebrospinal fluid (CSF) can serve as a source of tumor DNA in patients with central nervous system (CNS) cancer. We performed comprehensive profiling of CSF circulating tumor DNA (ctDNA) in 711 patients using an FDA-authorized platform (MSK-IMPACT™) in a hospital laboratory. We identified genetic alterations in 489/922 (53.0%) CSF samples with clinically documented CNS tumors. None of 85 CSF samples from patients without CNS tumors had detectable ctDNA. The distribution of clinically actionable somatic alterations was consistent with tumor-type specific alterations across the AACR GENIE cohort. Repeated CSF ctDNA examinations from the same patients identified clonal evolution and emergence of resistance mechanisms. ctDNA detection was associated with shortened overall survival following CSF collection. Next-generation sequencing of CSF, collected through a minimally invasive lumbar puncture in a routine hospital setting, provides clinically actionable cancer genotype information in a large fraction of patients with CNS tumors.
PMCID:11406943
PMID: 39289779
ISSN: 2051-5960
CID: 5720692
A real-world observation of patients with glioblastoma treated with a personalized peptide vaccine
Latzer, Pauline; Zelba, Henning; Battke, Florian; Reinhardt, Annekathrin; Shao, Borong; Bartsch, Oliver; Rabsteyn, Armin; Harter, Johannes; Schulze, Martin; Okech, Thomas; Golf, Alexander; Kyzirakos-Feger, Christina; Kayser, Simone; Pieper, Natalia; Feldhahn, Magdalena; Wünsche, Julian; Seitz, Christian; Hadaschik, Dirk; Garbe, Claus; Hauser, Till-Karsten; la Fougère, Christian; Biskup, Dirk; Brooke, Dawn; Parker, David; Martens, Uwe M; Illerhaus, Gerald; Blumenthal, Deborah T; Merrell, Ryan; Lorenzo, Luisa Sánchez; Hidvégi, Máté; de Robles, Paula; Kebir, Sied; Li, William W; Li, Vincent W; Williams, Matthew; Miller, Alexandra M; Kesari, Santosh; Castro, Michael; Desjardins, Annick; Ashley, David M; Friedman, Henry S; Wen, Patrick Y; Neil, Elisabeth C; Iwamoto, Fabio M; Sipos, Bence; Geletneky, Karsten; Zender, Lars; Glas, Martin; Reardon, David A; Biskup, Saskia
Current treatment outcome of patients with glioblastoma (GBM) remains poor. Following standard therapy, recurrence is universal with limited survival. Tumors from 173 GBM patients are analysed for somatic mutations to generate a personalized peptide vaccine targeting tumor-specific neoantigens. All patients were treated within the scope of an individual healing attempt. Among all vaccinated patients, including 70 treated prior to progression (primary) and 103 treated after progression (recurrent), the median overall survival from first diagnosis is 31.9 months (95% CI: 25.0-36.5). Adverse events are infrequent and are predominantly grade 1 or 2. A vaccine-induced immune response to at least one of the vaccinated peptides is detected in blood samples of 87 of 97 (90%) monitored patients. Vaccine-specific T-cell responses are durable in most patients. Significantly prolonged survival is observed for patients with multiple vaccine-induced T-cell responses (53 months) compared to those with no/low induced responses (27 months; P = 0.03). Altogether, our results highlight that the application of personalized neoantigen-targeting peptide vaccine is feasible and represents a promising potential treatment option for GBM patients.
PMCID:11316744
PMID: 39127809
ISSN: 2041-1723
CID: 5697022
Systematic Review of Cerebrospinal Fluid Biomarker Discovery in Neuro-Oncology: A Roadmap to Standardization and Clinical Application
Mikolajewicz, Nicholas; Yee, Patricia P; Bhanja, Debarati; Trifoi, Mara; Miller, Alexandra M; Metellus, Philippe; Bagley, Stephen J; Balaj, Leonora; de Macedo Filho, Leonardo J M; Zacharia, Brad E; Aregawi, Dawit; Glantz, Michael; Weller, Michael; Ahluwalia, Manmeet S; Kislinger, Thomas; Mansouri, Alireza
Effective diagnosis, prognostication, and management of CNS malignancies traditionally involves invasive brain biopsies that pose significant risk to the patient. Sampling and molecular profiling of cerebrospinal fluid (CSF) is a safer, rapid, and noninvasive alternative that offers a snapshot of the intracranial milieu while overcoming the challenge of sampling error that plagues conventional brain biopsy. Although numerous biomarkers have been identified, translational challenges remain, and standardization of protocols is necessary. Here, we systematically reviewed 141 studies (Medline, SCOPUS, and Biosis databases; between January 2000 and September 29, 2022) that molecularly profiled CSF from adults with brain malignancies including glioma, brain metastasis, and primary and secondary CNS lymphomas. We provide an overview of promising CSF biomarkers, propose CSF reporting guidelines, and discuss the various considerations that go into biomarker discovery, including the influence of blood-brain barrier disruption, cell of origin, and site of CSF acquisition (eg, lumbar and ventricular). We also performed a meta-analysis of proteomic data sets, identifying biomarkers in CNS malignancies and establishing a resource for the research community.
PMID: 38608213
ISSN: 1527-7755
CID: 5770622
Real-World Use of Hypofractionated Radiotherapy for Primary CNS Tumors in the Elderly, and Implications on Medicare Spending
Tringale, Kathryn R; Lin, Andrew; Miller, Alexandra M; Khan, Atif; Chen, Linda; Zinovoy, Melissa; Yamada, Yoshiya; Yu, Yao; Pike, Luke R G; Imber, Brandon S
BACKGROUND:For elderly patients with high-grade gliomas, 3-week hypofractionated radiotherapy (HFRT) is noninferior to standard long-course radiotherapy (LCRT). We analyzed real-world utilization of HFRT with and without systemic therapy in Medicare beneficiaries treated with RT for primary central nervous system (CNS) tumors using Centers for Medicare & Medicaid Services data. METHODS:Radiation modality, year, age (65-74, 75-84, or ≥85 years), and site of care (freestanding vs hospital-affiliated) were evaluated. Utilization of HFRT (11-20 fractions) versus LCRT (21-30 or 31-40 fractions) and systemic therapy was evaluated by multivariable logistic regression. Medicare spending over the 90-day episode after RT planning initiation was analyzed using multivariable linear regression. RESULTS:From 2015 to 2019, a total of 10,702 RT courses (ie, episodes) were included (28% HFRT; 65% of patients aged 65-74 years). A considerable minority died within 90 days of RT planning initiation (n=1,251; 12%), and 765 (61%) of those received HFRT. HFRT utilization increased (24% in 2015 to 31% in 2019; odds ratio [OR], 1.2 per year; 95% CI, 1.1-1.2) and was associated with older age (≥85 vs 65-74 years; OR, 6.8; 95% CI, 5.5-8.4), death within 90 days of RT planning initiation (OR, 5.0; 95% CI, 4.4-5.8), hospital-affiliated sites (OR, 1.4; 95% CI, 1.3-1.6), conventional external-beam RT (vs intensity-modulated RT; OR, 2.7; 95% CI, 2.3-3.1), and no systemic therapy (OR, 1.2; 95% CI, 1.1-1.3; P<.001 for all). Increasing use of HFRT was concentrated in hospital-affiliated sites (P=.002 for interaction). Most patients (69%) received systemic therapy with no differences by site of care (P=.12). Systemic therapy utilization increased (67% in 2015 to 71% in 2019; OR, 1.1 per year; 95% CI, 1.0-1.1) and was less likely for older patients, patients who died within 90 days of RT planning initiation, those who received conventional external-beam RT, and those who received HFRT. HFRT significantly reduced spending compared with LCRT (adjusted β for LCRT = +$8,649; 95% CI, $8,544-$8,755), whereas spending modestly increased with systemic therapy (adjusted β for systemic therapy = +$270; 95% CI, $176-$365). CONCLUSIONS:Although most Medicare beneficiaries received LCRT for primary brain tumors, HFRT utilization increased in hospital-affiliated centers. Despite high-level evidence for elderly patients, discrepancy in HFRT implementation by site of care persists. Further investigation is needed to understand why patients with short survival may still receive LCRT, because this has major quality-of-life and Medicare spending implications.
PMID: 38688308
ISSN: 1540-1413
CID: 5770632
Leveraging archival cerebrospinal fluid samples for genetic insights from cell-free DNA [Editorial]
Miller, Alexandra M; Bale, Tejus A
PMID: 38427323
ISSN: 1934-6638
CID: 5770612
Clinical applications of cerebrospinal fluid liquid biopsies in central nervous system tumors
Diaz, Maria; Chudsky, Sofia; Pentsova, Elena; Miller, Alexandra M
For patients with central nervous system (CNS) malignancies, liquid biopsies of the cerebrospinal fluid (CSF) may offer an unparalleled source of information about the tumor, with much less risk than traditional biopsies. Two techniques have been adapted to CSF in clinical settings: circulating tumor cells (CTCs) and circulating tumor DNA (ctDNA). CTCs have been employed mostly as a diagnostic tool for leptomeningeal metastases in epithelial tumors, although they may also have value in the prognostication and monitoring of this disease. The ctDNA technology has been studied in a variety of primary and metastatic brain and spinal cord tumors, where it can be used for diagnosis and molecular classification, with some work suggesting that it may also be useful for longitudinal tracking of tumor evolution or as a marker of residual disease. This review summarizes recent publications on the use of these two tests in CSF, focusing on their established and potential clinical applications.
PMCID:10825768
PMID: 38218027
ISSN: 1936-5233
CID: 5770592
Targeted detection of sequence variants in cell-free DNA from cerebrospinal fluid in pediatric central nervous system tumors
O'Halloran, Katrina; Crotty, Erin E; Christodoulou, Eirini; Leary, Sarah E; Miller, Alexandra; Paulson, Vera A; Lockwood, Christina M; Margol, Ashley S; Biegel, Jaclyn A
The emergence of liquid biopsy technologies holds great promise in the cancer setting, including in pediatric central nervous system (CNS) tumors. In contrast to broad lower-depth sequencing, commonly referred to as low pass whole genome sequencing (WGS), targeted platforms with a higher depth of coverage have also been established. Here, we review targeted liquid biopsy techniques with applicability to pediatric CNS tumors. These include polymerase chain reaction (PCR), both droplet digital PCR and reverse transcription-based PCR, Sanger sequencing, and next-generation sequencing approaches that incorporate amplicon- and hybrid capture-based methods. The goal of this paper is to facilitate an understanding of these targeted techniques and provide a context for clinical relevance within disease categories, as well as a discussion on optimizing real-world implementation for pediatric CNS tumors.
PMCID:11743934
PMID: 39834946
ISSN: 2234-943x
CID: 5802152
CDKN2A/B mutations and allele-specific alterations stratify survival outcomes in IDH-mutant astrocytomas
Hickman, Richard A; Gedvilaite, Erika; Ptashkin, Ryan; Reiner, Anne S; Cimera, Robert; Nandakumar, Subhiksha; Price, Adam; Vanderbilt, Chad; Fahy, Tara; Young, Robert J; Miller, Alexandra M; Mellinghoff, Ingo K; Rosenblum, Marc K; Ladanyi, Marc; Arcila, Maria E; Zhang, Yanming; Brannon, A Rose; Bale, Tejus A
PMCID:10628020
PMID: 37831210
ISSN: 1432-0533
CID: 5770572
Cerebrospinal fluid: The new frontier for methylome-based diagnostic classification of brain tumors [Comment]
Miller, Alexandra M; Karajannis, Matthias A
PMID: 37078878
ISSN: 1523-5866
CID: 5770502