1
|
Riviere-Cazaux C, Dong X, Mo W, Kumar R, Dai C, Carlstrom LP, Munoz-Casabella A, Ghadimi K, Nesvick CL, Andersen KM, Hoplin MD, Canaday N, Jusue-Torres I, Malik N, Campian JL, Ruff MW, Uhm JH, Eckel Passow JE, Kaufmann TJ, Routman DM, Kizilbash SH, Sener U, Warrington AE, Jenkins RB, Du P, Jia S, Burns TC. Longitudinal Glioma Monitoring via Cerebrospinal Fluid Cell-Free DNA. Clin Cancer Res 2025; 31:881-889. [PMID: 39715486 DOI: 10.1158/1078-0432.ccr-24-1814] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2024] [Revised: 07/31/2024] [Accepted: 12/19/2024] [Indexed: 12/25/2024]
Abstract
PURPOSE Current methods for glioma response assessment are limited. This study aimed to assess the technical and clinical feasibility of molecular profiling using longitudinal intracranial cerebrospinal fluid (CSF) from patients with gliomas. EXPERIMENTAL DESIGN Adults with gliomas underwent longitudinal intracranial CSF collection via Ommaya reservoirs or ventriculoperitoneal shunts. Cell-free DNA (cfDNA) was extracted and analyzed using PredicineCARE for cancer variant profiling and/or PredicineSCORE for low-pass whole-genome sequencing. RESULTS Five patients (two females and three males; median age, 40 years; range, 32-64 years) underwent longitudinal intracranial CSF collection via Ommaya reservoirs (n = 4) or ventriculoperitoneal shunts (n = 1). In total, 47 CSF samples were obtained (median volume, 4.00 mL; 0.5-5 mL). Forty-one samples (87.2%) yielded sufficient cfDNA for testing. Patient-specific tumor-associated variant allelic frequencies (VAF), and thus tumor fraction, decreased in pre- versus postchemoradiation samples, including through pseudoprogression. These also increased with radiographic progression in three patients, although identifying the time of definitive disease progression from MRIs was a significant limitation. In two patients with isocitrate dehydrogenase (IDH)-mutant gliomas, decreasing IDH1 VAF after resection and chemoradiation correlated with decreased CSF D-2-hydroxyglutarate levels (0.64× and 0.62×, respectively, for the first patient and 0.01× and 0.07× for the other patient), although D-2-hydroxyglutarate and IDH1 VAF were not concordant in one patient thereafter. Moreover, the copy-number burden decreased below the limit of quantification during treatment and increased above the limit at progression. CONCLUSIONS Longitudinal intracranial CSF cfDNA can be obtained in patients with gliomas during their disease course. However, before deploying this technique, numerous questions and challenges should be answered.
Collapse
Affiliation(s)
| | | | - Wei Mo
- Predicine, Inc., Hayward, California
| | - Rahul Kumar
- Department of Neurological Surgery, Mayo Clinic, Rochester, Minnesota
| | - Chao Dai
- Predicine, Inc., Hayward, California
| | - Lucas P Carlstrom
- Department of Neurological Surgery, Mayo Clinic, Rochester, Minnesota
- Department of Neurological Surgery, The Ohio State University, Columbus, Ohio
| | | | - Keyvan Ghadimi
- Department of Neurological Surgery, Mayo Clinic, Rochester, Minnesota
- Leo M. Davidoff Department of Neurological Surgery, Albert Einstein College of Medicine, Bronx, New York
| | - Cody L Nesvick
- Department of Neurological Surgery, Mayo Clinic, Rochester, Minnesota
| | | | - Matthew D Hoplin
- Department of Neurological Surgery, Mayo Clinic, Rochester, Minnesota
| | - Nicholas Canaday
- Department of Neurological Surgery, Mayo Clinic, Rochester, Minnesota
| | | | - Noor Malik
- Department of Neurological Surgery, Mayo Clinic, Rochester, Minnesota
| | - Jian L Campian
- Department of Medical Oncology, Mayo Clinic, Rochester, Minnesota
| | - Michael W Ruff
- Department of Neurology, Mayo Clinic, Rochester, Minnesota
| | - Joon H Uhm
- Department of Neurology, Mayo Clinic, Rochester, Minnesota
| | | | | | - David M Routman
- Department of Radiation Oncology, Mayo Clinic, Rochester, Minnesota
| | - Sani H Kizilbash
- Department of Medical Oncology, Mayo Clinic, Rochester, Minnesota
| | - Ugur Sener
- Department of Neurology, Mayo Clinic, Rochester, Minnesota
| | - Arthur E Warrington
- Department of Neurological Surgery, Mayo Clinic, Rochester, Minnesota
- Department of Neurology, Mayo Clinic, Rochester, Minnesota
| | - Robert B Jenkins
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota
| | - Pan Du
- Predicine, Inc., Hayward, California
| | | | - Terry C Burns
- Department of Neurological Surgery, Mayo Clinic, Rochester, Minnesota
| |
Collapse
|
2
|
Zhu JW, Shum M, Qazi MA, Sahgal A, Das S, Dankner M, Menjak I, Lim-Fat MJ, Jerzak KJ. Cerebral spinal fluid analyses and therapeutic implications for leptomeningeal metastatic disease. J Neurooncol 2025; 172:31-40. [PMID: 39704899 DOI: 10.1007/s11060-024-04902-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2024] [Accepted: 11/29/2024] [Indexed: 12/21/2024]
Abstract
PURPOSE To review applications of cerebral spinal fluid (CSF) biomarkers for the diagnosis, monitoring and treatment of leptomeningeal metastatic disease (LMD) among patients with metastatic solid tumors. METHODS A narrative review identified original research related to CSF biomarkers among patients with metastatic solid tumors and LMD. Pre-clinical research (e.g. studies conducted in animal models) was not included. A descriptive analysis of literature was undertaken, with a focus on clinical applications related to the diagnosis, monitoring and treatment of LMD. RESULTS The low cellularity of CSF in comparison to plasma is an advantage for liquid biopsy, given that circulating tumor DNA (ctDNA) is not significantly diluted by genomic DNA from non-cancer cells. This results in higher variant allelic frequencies and increased sensitivity in detecting ctDNA compared to plasma. However, the clinical significance of positive ctDNA and/or circulating tumor cells (CTCs) in the CSF, particularly in the absence of other signs of LMD (either clinical and/or radiological), remains unclear. While the use of CSF liquid biopsy to monitor treatment response is promising, this approach requires prospective validation using larger sample sizes prior to adoption in routine clinical care. Discovery efforts involving proteomics and metabolomics have potential to identify proteins involved in the regulation of energy metabolism, vasculature, and inflammation in LMD, which in turn, may offer insights into novel treatment approaches. CONCLUSION CSF liquid biopsy should be incorporated in prospective studies for patients with LMD to validate promising diagnostic and/or predictive biomarkers of treatment response, as well as new therapeutic targets.
Collapse
Affiliation(s)
- Jie Wei Zhu
- Department of Medicine, University of Toronto, Toronto, ON, Canada
| | - Megan Shum
- Department of Medicine, University of Toronto, Toronto, ON, Canada
| | - Maleeha A Qazi
- Department of Radiation Oncology, University of Toronto, Toronto, ON, Canada
| | - Arjun Sahgal
- Department of Radiation Oncology, University of Toronto, Toronto, ON, Canada
- Odette Cancer Centre, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Sunit Das
- Department of Surgery, Division of Neurosurgery, St. Michael's Hospital, University of Toronto, Toronto, ON, Canada
| | - Matthew Dankner
- Department of Medicine, McGill University, Montreal, QC, Canada
| | - Ines Menjak
- Department of Medicine, University of Toronto, Toronto, ON, Canada
- Department of Medicine, Division of Medical Oncology and Hematology, University of Toronto, Toronto, ON, Canada
| | - Mary Jane Lim-Fat
- Division of Neurology, Department of Medicine, University of Toronto, Toronto, ON, Canada
| | - Katarzyna J Jerzak
- Department of Medicine, University of Toronto, Toronto, ON, Canada.
- Department of Medicine, Division of Medical Oncology and Hematology, University of Toronto, Toronto, ON, Canada.
- Department of Medicine, Sunnybrook Odette Cancer Centre, University of Toronto, 2075 Bayview Avenue, Toronto, ON, M4N 3M5, Canada.
| |
Collapse
|
3
|
Guo G, Zhang Z, Zhang J, Wang D, Xu S, Wu S, Deng K, Bu Y, Sheng Z, Yu J, Gao Y, Yan Z, Zhao R, Wang M, Li T, Bu X. Dynamic Monitoring of Circulating Tumor DNA to Predict the Risk of Non In Situ Recurrence of Postoperative Glioma: A Prospective Cohort Study. Cancer Med 2025; 14:e70733. [PMID: 40022576 PMCID: PMC11871513 DOI: 10.1002/cam4.70733] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2024] [Revised: 07/30/2024] [Accepted: 09/02/2024] [Indexed: 03/03/2025] Open
Abstract
BACKGROUND Glioma recurrence can be divided into in situ recurrence and non-in situ recurrence, and the mutation evolution of gliomas with different recurrence patterns is still unknown. We used sequential sequencing of circulating tumor DNA (ctDNA) to compare the somatic mutation profile and clonal evolution of gliomas with different recurrence patterns. To investigate the value of ctDNA in predicting early postoperative tumor recurrence and guiding prognosis stratification in patients with glioma. METHODS We prospectively recruited 92 patients with near-total resection of gliomas from our center. Two hundred and thirty-four postoperative tissue and Tumor In Situ Fluid (TISF) samples from 69 eligible patients were included in ctDNA analysis. RESULTS Among the 69 patients, 37 glioblastoma (GBM) patients experienced recurrence, and the median progression-free survival (mPFS) was not significantly different between the situ recurrence group and the non-in situ recurrence group (8.6 vs. 6.1 months). The ctDNA of recurrent tissue and TISF were significantly consistent. Before and after initial treatment, TISF-ctDNA mutant allele fraction (MAF), subclonal mutation, and alterations in related pathways (lysine degradation and PI3K pathway) were negatively correlated with treatment response and PFS. Among recurrent GBM patients, EGFR mutations were the most common. Mutations related to the RTK-RAS pathway (NF1) were most common in patients with situ recurrent GBM, while mutations in the MUC family and TP53 pathway (MUC16, CHEK2) were prevalent and continuously increased in patients with non-in situ recurrent GBM. CONCLUSIONS In glioma patients undergoing primary surgery, dynamic monitoring of ctDNA and genotyping can be used for early risk stratification, efficacy monitoring, and early recurrence detection, and provide a basis for clinical research to evaluate early therapeutic intervention.
Collapse
Affiliation(s)
- Guangzhong Guo
- Department of Neurosurgery, Juha International Center for NeurosurgeryZhengzhou University People's HospitalZhengzhouHenanChina
| | - Ziyue Zhang
- Department of Neurosurgery, Juha International Center for NeurosurgeryZhengzhou University People's HospitalZhengzhouHenanChina
| | - Jiubing Zhang
- Department of Neurosurgery, Juha International Center for NeurosurgeryZhengzhou University People's HospitalZhengzhouHenanChina
| | - Dayang Wang
- Department of Neurosurgery, Juha International Center for NeurosurgeryZhengzhou University People's HospitalZhengzhouHenanChina
| | - Sensen Xu
- Department of Neurosurgery, Juha International Center for NeurosurgeryZhengzhou University People's HospitalZhengzhouHenanChina
| | - Shuang Wu
- Department of Neurosurgery, Juha International Center for NeurosurgeryZhengzhou University People's HospitalZhengzhouHenanChina
| | - Kaiyuan Deng
- Department of Neurosurgery, Juha International Center for NeurosurgeryZhengzhou University People's HospitalZhengzhouHenanChina
| | - Yage Bu
- Department of Neurosurgery, Juha International Center for NeurosurgeryZhengzhou University People's HospitalZhengzhouHenanChina
| | - Zhiyuan Sheng
- Department of Neurosurgery, Juha International Center for NeurosurgeryZhengzhou University People's HospitalZhengzhouHenanChina
| | - Jinliang Yu
- Department of Neurosurgery, Juha International Center for NeurosurgeryZhengzhou University People's HospitalZhengzhouHenanChina
| | - Yushuai Gao
- Department of Neurosurgery, Juha International Center for NeurosurgeryZhengzhou University People's HospitalZhengzhouHenanChina
| | - Zhaoyue Yan
- Department of Neurosurgery, Juha International Center for NeurosurgeryZhengzhou University People's HospitalZhengzhouHenanChina
| | - Ruijiao Zhao
- Department of PathologyZhengzhou University People's Hospital, Henan Provincial People's Hospital, Henan University People's HospitalZhengzhouHenanChina
| | - Meiyun Wang
- Department of RadiologyZhengzhou University People's Hospital, Henan Provincial People's Hospital, Henan University People's HospitalZhengzhouHenanChina
| | - Tianxiao Li
- Henan Provincial Neurointerventional Engineering Research Center, Henan International Joint Laboratory of Cerebrovascular Disease, Henan Engineering Research Center of Cerebrovascular Intervention InnovationZhengzhouHenanChina
- Department of Cerebrovascular DiseaseZhengzhou University People's Hospital, Henan Provincial People's Hospital, Henan University People's HospitalZhengzhouHenanChina
| | - Xingyao Bu
- Department of Neurosurgery, Juha International Center for NeurosurgeryZhengzhou University People's HospitalZhengzhouHenanChina
| |
Collapse
|
4
|
Cabezas-Camarero S, Pérez-Alfayate R, García-Barberán V, Gandía-González ML, García-Feijóo P, López-Cade I, Lorca V, Casado-Fariñas I, A Cerón M, Paz-Cabezas M, Sotelo MJ, Conde MG, Delgado HR, Medina YS, Díaz-Millán I, Pérez-Segura P. ctDNA detection in cerebrospinal fluid and plasma and mutational concordance with the primary tumor in a multicenter prospective study of patients with glioma. Ann Oncol 2025:S0923-7534(25)00064-X. [PMID: 39978637 DOI: 10.1016/j.annonc.2025.02.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2024] [Revised: 01/18/2025] [Accepted: 02/03/2025] [Indexed: 02/22/2025] Open
Abstract
BACKGROUND Cerebrospinal fluid (CSF) stands as an easily accessible reservoir for circulating tumor DNA (ctDNA) analysis in patients with CNS tumors, although evidence is still limited. Our aim was to prospectively evaluate the feasibility of detecting ctDNA for mutational analysis in CSF and plasma in patients with glioma. METHODS Prospective study of patients with gliomas diagnosed at four third-level hospitals in Spain. A customized next-generation sequencing (NGS) 8-gene panel (IDH1, IDH2, ATRX, TP53, PTEN, PIK3CA, EGFR, BRAF) was used in paired CSF, plasma and tumor samples. Mutation concordance occurred when the same pathogenic gene variant was detected in tumor and ctDNA. The prognostic value of ctDNA and that of its median variant allele frequency (mVAF) were analyzed. RESULTS Between February 2017 and March 2020, 37 patients with glioma were enrolled. Among 32 patients with analyzable CSF samples: new diagnosis (n=23); relapse (n=9). WHO 5th Ed: IDH-mut astrocytoma (n=10), IDH-mutant oligodendroglioma (n=6), IDH-wildtype glioblastoma (n=16). CSF-ctDNA-positive (ctDNA+): 19/32 (59%). CSF-ctDNA-negative (ctDNA-): 13/32 (41%). No. of mutations in CSF: 1 (10/19), 2 (7/19), 3 (2/19). Frequency of CSF-ctDNA mutated genes: EGFR (8/19: 42%), PTEN (7/19: 37%), TP53 (6/19: 32%), IDH1 (5/19: 26%), PIK3CA (4/19: 21%). Tumor-CSF mutation concordance: 16/19 (84%). Progression-free and overall survivals were significantly shorter in patients with ctDNA+ ≥ mVAF compared to ctDNA+ < mVAF. No association was found between ctDNA in CSF and distance to closest CSF reservoir, tumor size or IDH status. ctDNA was detected in 2 out 14 (14%) individual plasma samples, in both cases concordant with the primary tumor. CONCLUSION CSF is a reliable reservoir for ctDNA analyses in patients with gliomas. ctDNA is detectable in plasma although at a lower rate. Larger, prospective studies should be conducted to refine the potential role of liquid biopsy in this disease.
Collapse
Affiliation(s)
- S Cabezas-Camarero
- Department of Medical Oncology, Hospital Clínico Universitario San Carlos, IdISSC, Madrid, Spain; Department of Medical Oncology Department, IOB Institute of Oncology-Madrid, Madrid, Spain.
| | - R Pérez-Alfayate
- Department of Neurosurgery, Hospital Clínico Universitario San Carlos, Madrid, Spain
| | - V García-Barberán
- Molecular Oncology Laboratory, Hospital Clínico Universitario San Carlos, IdISSC, Madrid, Spain
| | - M L Gandía-González
- Department of Neurosurgery, Hospital Universitario La Paz, IdIPaz, Madrid, Spain
| | - P García-Feijóo
- Department of Neurosurgery, Hospital Universitario La Paz, IdIPaz, Madrid, Spain
| | - I López-Cade
- Experimental Therapeutics Unit, Department of Medical Oncology, Hospital Clínico Universitario San Carlos, IdISSC, Madrid, Spain
| | - V Lorca
- Molecular Oncology Laboratory, Hospital Clínico Universitario San Carlos, IdISSC, Madrid, Spain
| | - I Casado-Fariñas
- Experimental Therapeutics Unit, Department of Medical Oncology, Hospital Clínico Universitario San Carlos, IdISSC, Madrid, Spain
| | - M A Cerón
- Experimental Therapeutics Unit, Department of Medical Oncology, Hospital Clínico Universitario San Carlos, IdISSC, Madrid, Spain
| | - M Paz-Cabezas
- Department of Medical Oncology, Hospital Clínico Universitario San Carlos, IdISSC, Madrid, Spain; Molecular Oncology Laboratory, Hospital Clínico Universitario San Carlos, IdISSC, Madrid, Spain
| | - M J Sotelo
- Pathology Department, Hospital Clínico Universitario San Carlos, Madrid, Spain; Department of Medical Oncology, Aliada Cancer Center, Lima, Perú; Department of Medical Oncology, Clínica San Felipe, Lima, Perú
| | - M García Conde
- Department of Medical Oncology, Hospital María Auxiliadora, Lima, Perú
| | - H Roldán Delgado
- Department of Medical Oncology, Hospital María Auxiliadora, Lima, Perú
| | - Y Sánchez Medina
- Department of Neurosurgery, Hospital Universitario de Canarias, La Laguna, Santa Cruz de Tenerife, Spain
| | - I Díaz-Millán
- Department of Medical Oncology, Hospital Clínico Universitario San Carlos, IdISSC, Madrid, Spain
| | - P Pérez-Segura
- Department of Medical Oncology, Hospital Clínico Universitario San Carlos, IdISSC, Madrid, Spain; Department of Medical Oncology Department, IOB Institute of Oncology-Madrid, Madrid, Spain
| |
Collapse
|
5
|
Pearlman AH, Wang Y, Kalluri A, Parker M, Cohen JD, Dudley J, Rincon-Torroella J, Xia Y, Gensler R, Alfonzo Horwitz M, Theodore J, Dobbyn L, Popoli M, Ptak J, Silliman N, Judge K, Groves M, Jackson CM, Jackson EM, Jallo GI, Lim M, Luciano M, Mukherjee D, Naidoo J, Rozati S, Sterling CH, Weingart J, Koschmann C, Mansouri A, Glantz M, Kamson D, Schreck KC, Pardo CA, Holdhoff M, Paul S, Kinzler KW, Papadopoulos N, Vogelstein B, Douville C, Bettegowda C. Detection of human brain cancers using genomic and immune cell characterization of cerebrospinal fluid through CSF-BAM. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2025:2024.12.02.24318303. [PMID: 39677487 PMCID: PMC11643193 DOI: 10.1101/2024.12.02.24318303] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/17/2024]
Abstract
Patients who have radiographically detectable lesions in their brain or other symptoms compatible with brain tumors pose challenges for diagnosis. The only definitive way to diagnose such patients is through brain biopsy, an obviously invasive and dangerous procedure. Here we present a new workflow termed "CSF-BAM" that simultaneously identifies B cell or T cell receptor rearrangements, A neuploidy, and M utations using PCR-mediated amplification of both strands of the DNA from CSF samples. We first describe the details of the molecular genetic assessments and then establish thresholds for positivity using training sets of libraries from patients with or without cancer. We then applied CSF-BAM to an independent set of 206 DNA samples from patients with common, aggressive cancer types as well as other forms of brain cancers. Among the 126 samples from patients with the most common aggressive cancer types (high grade gliomas, medulloblastomas, or metastatic cancers to the brain), the sensitivity of detection was >81%. None of 33 CSF-BAM assays (100% specificity, 90% to 100% credible interval) were positive in CSF samples from patients without brain cancers. The sensitivity of CSF-BAM was considerably higher than that achieved with cytology. CSF-BAM provides an integrated multi-analyte approach to identify neoplasia in the central nervous system, provides information about the immune environment in patients with or without cancer, and has the potential to inform the subsequent management of such patients. Statement of significance There is a paucity of technologies beyond surgical biopsy that can accurately diagnose central nervous system neoplasms. We developed a novel, sensitive and highly specific assay that can detect brain cancers by comprehensively identifying somatic mutations, chromosomal copy number changes, and adaptive immunoreceptor repertoires from samples of cerebrospinal fluid.
Collapse
|
6
|
Badani A, Ozair A, Khasraw M, Woodworth GF, Tiwari P, Ahluwalia MS, Mansouri A. Immune checkpoint inhibitors for glioblastoma: emerging science, clinical advances, and future directions. J Neurooncol 2025; 171:531-547. [PMID: 39570554 DOI: 10.1007/s11060-024-04881-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2024] [Accepted: 11/04/2024] [Indexed: 11/22/2024]
Abstract
Glioblastoma (GBM), the most common and aggressive primary central nervous system (CNS) tumor in adults, continues to have a dismal prognosis. Across hundreds of clinical trials, few novel approaches have translated to clinical practice while survival has improved by only a few months over the past three decades. Randomized controlled trials of immune checkpoint inhibitors (ICIs), which have seen impressive success for advanced or metastatic extracranial solid tumors, have so far failed to demonstrate a clinical benefit for patients with GBM. This has been secondary to GBM heterogeneity, the unique immunosuppressive CNS microenvironment, immune-evasive strategies by cancer cells, and the rapid evolution of tumor on therapy. This review aims to summarize findings from major clinical trials of ICIs for GBM, review historic failures, and describe currently promising avenues of investigation. We explore the biological mechanisms driving ICI responses, focusing on the role of the tumor microenvironment, immune evasion, and molecular biomarkers. Beyond conventional monotherapy approaches targeting PD-1, PD-L1, CTLA-4, we describe emerging approaches for GBM, such as dual-agent ICIs, and combination of ICIs with oncolytic virotherapy, antigenic peptide vaccines, chimeric antigenic receptor (CAR) T-cell therapy, along with nanoparticle-based delivery systems to enhance ICI efficacy. We highlight potential strategies for improving patient selection and treatment personalization, along with real-time, longitudinal monitoring of therapeutic responses through advanced imaging and liquid biopsy techniques. Integrated radiomics, tissue, and plasma-based analyses, may potentially uncover immunotherapeutic response signatures, enabling early, adaptive therapeutic adjustments. By specifically targeting current therapeutic challenges, outcomes for GBM patients may potentially be improved.
Collapse
Affiliation(s)
- Aarav Badani
- Department of Neurosurgery, Penn State Health Milton S. Hershey Medical Center, Hershey, PA, USA
- Department of Neuroscience, University of California, Berkeley, CA, USA
| | - Ahmad Ozair
- Department of Neurosurgery, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Mustafa Khasraw
- Department of Neurosurgery, Preston Robert Tisch Brain Tumor Center at Duke, Duke University Medical Center, Durham, NC, USA
| | - Graeme F Woodworth
- Department of Neurosurgery, University of Maryland School of Medicine, Baltimore, MD, USA
- Brain Tumor Center, University of Maryland Marlene and Stewart Greenebaum Comprehensive Cancer Center, Baltimore, MD, USA
- University of Maryland - Medicine Institute for Neuroscience Discovery (UM-MIND), Baltimore, MD, USA
| | - Pallavi Tiwari
- Department of Radiology and Biomedical Engineering, University of Wisconsin, Madison, WI, USA
- William S. Middleton Memorial Veterans Affairs (VA) Healthcare, Madison, WI, USA
| | - Manmeet S Ahluwalia
- Miami Cancer Institute, Baptist Health South Florida, Miami, FL, USA
- Department of Translational Medicine, Herbert Wertheim College of Medicine, Florida International University, Miami, FL, USA
| | - Alireza Mansouri
- Department of Neurosurgery, Penn State Health Milton S. Hershey Medical Center, Hershey, PA, USA.
- Penn State Cancer Institute, Penn State Health Milton S. Hershey Medical Center, Hershey, PA, USA.
| |
Collapse
|
7
|
Erez N, Furth N, Fedyuk V, Wadden J, Aittaleb R, Adam T, Schwark K, Niculcea M, Miclea M, Mody R, Franson A, Parmar HA, Ibrahim M, Lau B, Eze A, Nourmohammadi N, Fried I, Nazarian J, Ron G, Venneti S, Koschmann C, Shema E. Single-molecule systems for the detection and monitoring of plasma-circulating nucleosomes and oncoproteins in diffuse midline glioma. Cell Rep Med 2025; 6:101918. [PMID: 39809263 DOI: 10.1016/j.xcrm.2024.101918] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Revised: 09/12/2024] [Accepted: 12/19/2024] [Indexed: 01/16/2025]
Abstract
The analysis of cell-free tumor DNA (ctDNA) and proteins in the blood of patients with cancer potentiates a new generation of non-invasive diagnostic approaches. However, confident detection of tumor-originating markers is challenging, especially in the context of brain tumors, where these analytes in plasma are extremely scarce. Here, we apply a sensitive single-molecule technology to profile multiple histone modifications on individual nucleosomes from the plasma of patients with diffuse midline glioma (DMG). The system reveals epigenetic patterns unique to DMG, significantly differentiating this group of patients from healthy subjects or individuals diagnosed with other cancer types. We further develop a method to directly quantify the tumor-originating oncoproteins, lysine 27 to methionine substitution in histone H3 (H3-K27M) and mutant p53, from <1 mL of plasma, allowing for the accurate molecular classification of patients with DMG. We show that our strategy correlates with MRI and droplet-digital PCR (ddPCR) measurements of ctDNA, highlighting the clinical potential of single-molecule-based, multi-parametric assays for DMG diagnosis and treatment monitoring.
Collapse
Affiliation(s)
- Nir Erez
- Department of Immunology and Regenerative Biology, Weizmann Institute of Science, Rehovot, Israel
| | - Noa Furth
- Department of Immunology and Regenerative Biology, Weizmann Institute of Science, Rehovot, Israel
| | - Vadim Fedyuk
- Department of Immunology and Regenerative Biology, Weizmann Institute of Science, Rehovot, Israel
| | - Jack Wadden
- Department of Pediatrics, University of Michigan, Ann Arbor, MI, USA
| | - Rayan Aittaleb
- Department of Pediatrics, University of Michigan, Ann Arbor, MI, USA
| | - Tiffany Adam
- Department of Pediatrics, University of Michigan, Ann Arbor, MI, USA
| | - Kallen Schwark
- Department of Pediatrics, University of Michigan, Ann Arbor, MI, USA
| | - Michael Niculcea
- Department of Pediatrics, University of Michigan, Ann Arbor, MI, USA
| | - Madeline Miclea
- Department of Pediatrics, University of Michigan, Ann Arbor, MI, USA
| | - Rajen Mody
- Department of Pediatrics, University of Michigan, Ann Arbor, MI, USA
| | - Andrea Franson
- Department of Pediatrics, University of Michigan, Ann Arbor, MI, USA
| | - Hemant A Parmar
- Department of Radiology, University of Michigan, Ann Arbor, MI, USA
| | - Mohannad Ibrahim
- Department of Radiology, University of Michigan, Ann Arbor, MI, USA
| | - Benison Lau
- Department of Radiology, University of Michigan, Ann Arbor, MI, USA
| | - Augustine Eze
- Center for Genetic Medicine, Children's National Medical Center, Washington, DC, USA
| | - Niku Nourmohammadi
- Center for Genetic Medicine, Children's National Medical Center, Washington, DC, USA
| | - Iris Fried
- Unit of Pediatric Hematology Oncology, The Eisenberg R&D Authority, Shaare Zedek Medical Center, Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Javad Nazarian
- Center for Genetic Medicine, Children's National Medical Center, Washington, DC, USA
| | - Guy Ron
- Racah Institute of Physics, Hebrew University, Jerusalem, Israel
| | - Sriram Venneti
- Department of Pathology, University of Michigan, Ann Arbor, MI, USA
| | - Carl Koschmann
- Department of Pediatrics, University of Michigan, Ann Arbor, MI, USA.
| | - Efrat Shema
- Department of Immunology and Regenerative Biology, Weizmann Institute of Science, Rehovot, Israel.
| |
Collapse
|
8
|
O'Halloran K, Christodoulou E, Paulson VA, Cole BL, Margol AS, Biegel JA, Leary SES, Lockwood CM, Crotty EE. Low-Pass Whole Genome Sequencing of Cell-Free DNA from Cerebrospinal Fluid: A Focus on Pediatric Central Nervous System Tumors. Clin Chem 2025; 71:87-96. [PMID: 39749518 DOI: 10.1093/clinchem/hvae140] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2024] [Accepted: 08/05/2024] [Indexed: 01/04/2025]
Abstract
BACKGROUND Cell-free DNA (cfDNA) technology has allowed for cerebrospinal fluid (CSF), a previously underutilized biofluid, to be analyzed in new ways. The interrogation of CSF-derived cfDNA is giving rise to novel molecular insights, particularly in pediatric central nervous system (CNS) tumors, where invasive tumor tissue acquisition may be challenging. Contemporary disease monitoring is currently restricted to radiographic surveillance by magnetic resonance imaging and CSF cytology to directly detect abnormal cells and cell clusters. Alternatively, cfDNA is often present in the CSF from pediatric patients with both malignant and nonmalignant CNS tumors and can be accessed by minimally invasive lumbar puncture and other CSF-liberating procedures, offering a promising alternative for longitudinal molecular disease analysis and surveillance. CONTENT This review explores the use of low-pass whole genome sequencing (LP-WGS) to analyze cfDNA from the CSF of pediatric patients with CNS tumors. This platform is uniquely poised for the detection of tumors harboring copy number variants, which are prevalent in this population. The utility and sensitivity of LP-WGS as a clinical tool is explored and discussed in the context of alternative CSF liquid biopsy interrogation modalities, including nanopore sequencing and methylation array. SUMMARY Analysis of CSF-derived cfDNA by LP-WGS has broad diagnostic, prognostic, and clinical implications for pediatric patients with CNS tumors. Careful interpretation of LP-WGS results may aid in therapeutic targeting of pediatric CNS tumors and may provide insight into tumor heterogeneity and evolution over time, without the need for invasive and potentially risky tissue sampling.
Collapse
Affiliation(s)
- Katrina O'Halloran
- Division of Hematology, Oncology, Department of Pediatrics, Children's Hospital of Los Angeles, Los Angeles, CA, United States
- Keck School of Medicine at University of Southern California, Los Angeles, CA, United States
| | - Eirini Christodoulou
- Center for Personalized Medicine, Department of Pathology and Laboratory Medicine, Children's Hospital Los Angeles, Los Angeles, CA, United States
| | - Vera A Paulson
- Department of Laboratory Medicine and Pathology, University of Washington School of Medicine, Seattle, WA, United States
- Genetics and Solid Tumors Laboratory, Department of Laboratory Medicine and Pathology, University of Washington School of Medicine, Seattle, WA, United States
| | - Bonnie L Cole
- Department of Laboratory Medicine and Pathology, University of Washington School of Medicine, Seattle, WA, United States
| | - Ashley S Margol
- Division of Hematology, Oncology, Department of Pediatrics, Children's Hospital of Los Angeles, Los Angeles, CA, United States
- Keck School of Medicine at University of Southern California, Los Angeles, CA, United States
| | - Jaclyn A Biegel
- Keck School of Medicine at University of Southern California, Los Angeles, CA, United States
- Center for Personalized Medicine, Department of Pathology and Laboratory Medicine, Children's Hospital Los Angeles, Los Angeles, CA, United States
| | - Sarah E S Leary
- Division of Hematology, Oncology, Bone Marrow Transplant & Cellular Therapy, Department of Pediatrics, Seattle Children's Hospital, University of Washington, Seattle, WA, United States
- Ben Towne Center for Childhood Cancer Research, Seattle Children's Research Institute, Seattle, WA, United States
- Fred Hutchinson Cancer Research Center, Seattle, WA, United States
| | - Christina M Lockwood
- Department of Laboratory Medicine and Pathology, University of Washington School of Medicine, Seattle, WA, United States
- Genetics and Solid Tumors Laboratory, Department of Laboratory Medicine and Pathology, University of Washington School of Medicine, Seattle, WA, United States
| | - Erin E Crotty
- Division of Hematology, Oncology, Bone Marrow Transplant & Cellular Therapy, Department of Pediatrics, Seattle Children's Hospital, University of Washington, Seattle, WA, United States
- Ben Towne Center for Childhood Cancer Research, Seattle Children's Research Institute, Seattle, WA, United States
- Fred Hutchinson Cancer Research Center, Seattle, WA, United States
| |
Collapse
|
9
|
Gough R, Treffy RW, Krucoff MO, Desai R. Advances in Glioblastoma Diagnosis: Integrating Genetics, Noninvasive Sampling, and Advanced Imaging. Cancers (Basel) 2025; 17:124. [PMID: 39796751 PMCID: PMC11720166 DOI: 10.3390/cancers17010124] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2024] [Revised: 12/30/2024] [Accepted: 12/31/2024] [Indexed: 01/13/2025] Open
Abstract
Glioblastoma is the most common primary brain tumor in adult patients, and despite standard-of-care treatment, median survival has remained less than two years. Advances in our understanding of molecular mutations have led to changes in the diagnostic criteria of glioblastoma, with the WHO classification integrating important mutations into the grading system in 2021. We sought to review the basics of the important genetic mutations associated with glioblastoma, including known mechanisms and roles in disease pathogenesis/treatment. We also examined new advances in image processing as well as less invasive and noninvasive diagnostic tools that can aid in the diagnosis and surveillance of those undergoing treatment for glioblastoma. Our review is intended to serve as an overview of the current state-of-the-art in the diagnosis and management of glioblastoma.
Collapse
Affiliation(s)
| | | | | | - Rupen Desai
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI 53226, USA; (R.G.); (R.W.T.); (M.O.K.)
| |
Collapse
|
10
|
Tan SK, Bettegowda C, Yip S, Sahgal A, Rhines L, Reynolds J, Lazary A, Laufer I, Gasbarrini A, Dea N, Verlaan JJ, Gokaslan ZL, Fisher CG, Boriani S, Cecchinato R, Goodwin ML, Goodwin CR, Charest-Morin R. Liquid Biopsy for Spinal Tumors: On the Frontiers of Clinical Application. Global Spine J 2025; 15:16S-28S. [PMID: 39801114 PMCID: PMC11726521 DOI: 10.1177/21925682231222012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/16/2025] Open
Abstract
STUDY DESIGN Narrative review. OBJECTIVES This article aims to provide a narrative review of the current state of research for liquid biopsy in spinal tumors and to discuss the potential application of liquid biopsy in the clinical management of patients with spinal tumors. METHODS A comprehensive review of the literature was performed using PubMed, Google Scholar, Medline, Embase and Cochrane databases, and the review was limited to articles of English language. All the relevant articles which were identified to be related to liquid biomarker study in spinal tumors, were studied in full text. RESULTS Liquid biopsy has revolutionized the field of precision medicine by guiding personalized clinical management of cancer patients based on the liquid biomarker status. In recent years, more research has been done to investigate its potential utilization in patients with tumors from the spine. Herein, we review the liquid biomarkers that have been proposed in different spine malignancies including chordoma, chondrosarcoma, Ewing sarcoma, osteosarcoma, astrocytoma and ependymoma. We also discuss the wide window of opportunity to utilize these liquid biomarkers in diagnosis, treatment response, monitoring, and detection of minimal residual disease in patients with spinal tumors. CONCLUSIONS Liquid biomarkers, especially blood-derived circulating tumor DNA, has a promising clinical utility as they are disease-specific, minimally invasive, and the procedure is repeatable. Prospective studies with larger populations are needed to fully establish its use in the setting of spinal tumors.
Collapse
Affiliation(s)
- Sze Kiat Tan
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Chetan Bettegowda
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Stephen Yip
- Department of Pathology & Laboratory Medicine, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Arjun Sahgal
- Department of Radiation Oncology, Sunnybrook Odette Cancer Center, Toronto, ON, Canada
- Department of Radiation Oncology, University of Toronto, Toronto, ON, Canada
| | - Laurence Rhines
- Department of Neurosurgery, MD Anderson Cancer Center, The University of Texas, Houston, TX, USA
| | | | - Aron Lazary
- Department of Spine Surgery, Semmelweis University, Budapest, Hungary
- Department of Orthopaedic Surgery, Semmelweis University, Budapest, Hungary
| | - Ilya Laufer
- Department of Neurosurgery at NYU Grossman School of Medicine, New York, NY, USA
| | - Alessandro Gasbarrini
- Department of Orthopedic Surgery, Rizzoli Institute, University of Bologna, Bologna, Italy
| | - Nicolas Dea
- Combined Neurosurgical and Orthopedic Spine Program, Department of Orthopedics Surgery, University of British Columbia, Vancouver, BC, Canada
| | - J J Verlaan
- Department of Orthopedic Surgery, University Medical Center Utrecht, University of Utrecht, Utrecht, Netherlands
| | - Ziya L Gokaslan
- Department of Neurosurgery, The Warren Alpert Medical School of Brown University, Providence, RI, USA
| | - Charles G Fisher
- Combined Neurosurgical and Orthopedic Spine Program, Department of Orthopedics Surgery, University of British Columbia, Vancouver, BC, Canada
| | - Stefano Boriani
- GSpine4, IRCCS Galeazzi-Sant'Ambrogio Hospital, Milan, Italy
| | | | - Matthew L Goodwin
- Department of Orthopedic Surgery, Washington University in St Louis, St Louis, MO, USA
| | - C Rory Goodwin
- Department of Neurosurgery, Spine Division, Duke University Medical Center, Durham, NC, USA
| | - Raphaële Charest-Morin
- Combined Neurosurgical and Orthopedic Spine Program, Department of Orthopedics Surgery, University of British Columbia, Vancouver, BC, Canada
| |
Collapse
|
11
|
Gavryushin AV, Papusha LI, Veselkov AA, Zaitseva MA, Khukhlaeva EA, Konovalov AN, Druy AE. [Liquid biopsy for detection of H3K27m and BRAF V600E mutations in patients with diffuse brainstem tumors]. ZHURNAL VOPROSY NEIROKHIRURGII IMENI N. N. BURDENKO 2025; 89:11-19. [PMID: 39907662 DOI: 10.17116/neiro20258901111] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/06/2025]
Abstract
Despite the progress in understanding the pathogenesis of diffuse brainstem tumors, treatment of these neoplasms is usually empirical and conducted without morphological and molecular verification. Liquid biopsy is a minimally invasive technique providing data on tumor biology without standard biopsy. This method is based on analysis of cell-free nucleic acids (predominantly, extracellular DNA) in biological fluids with detection of specific mutations. Despite wide implementation in diagnosis and disease monitoring in extracranial malignancies, it is infrequently applied in neuro-oncology. OBJECTIVE To estimate diagnostic value of liquid biopsy in detecting H3K27 and BRAF V600E mutations in patients with diffuse brainstem tumors. MATERIAL AND METHODS Lumbar puncture with cerebrospinal fluid sampling was performed in 16 patients (5 children and 11 adults) with diffuse brainstem tumors verified by neuroimaging data. Cell-free DNA (cfDNA) was used in digital droplet PCR for determination of H3F3A K28M and BRAF V600E oncogenic missense variants. In 14 patients, investigation of cfDNA was performed in parallel with analysis of correspondent mutations in DNA derived from tumor tissue. RESULTS None patient had BRAF V600E mutation. H3F3A K28M variant was detected in 5 CSF samples and 6 tumor specimens from patients who underwent surgical biopsy. Thus, overall sensitivity of the method in determination of H3F3A K28M variant was 92.9% (13/14). CONCLUSION Liquid biopsy is highly informative for identifying the specific mutation H3F3A K28M and often verifies diffuse brainstem glioma without standard biopsy.
Collapse
Affiliation(s)
- A V Gavryushin
- Burdenko Neurosurgical Center, Moscow, Russia
- Dmitry Rogachev National Medical Research Center for Pediatric Hematology, Oncology and Immunology, Moscow, Russia
| | - L I Papusha
- Dmitry Rogachev National Medical Research Center for Pediatric Hematology, Oncology and Immunology, Moscow, Russia
| | | | - M A Zaitseva
- Dmitry Rogachev National Medical Research Center for Pediatric Hematology, Oncology and Immunology, Moscow, Russia
| | | | | | - A E Druy
- Dmitry Rogachev National Medical Research Center for Pediatric Hematology, Oncology and Immunology, Moscow, Russia
| |
Collapse
|
12
|
Whitby A, Dandapani M. Monitoring central nervous system tumour metabolism using cerebrospinal fluid. Front Oncol 2024; 14:1389529. [PMID: 39703845 PMCID: PMC11655469 DOI: 10.3389/fonc.2024.1389529] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2024] [Accepted: 11/19/2024] [Indexed: 12/21/2024] Open
Abstract
Central nervous system (CNS) tumours are the most common cancer cause of death in under 40s in the UK, largely because they persist and recur and sometimes metastasise during treatment. Therefore, longitudinal monitoring of patients during and following treatment must be undertaken to understand the course of the disease and alter treatment plans reactively. This monitoring must be specific, sensitive, rapid, low cost, simple, and accepted by the patient. Cerebrospinal fluid (CSF) examination obtained following lumbar puncture, already a routine part of treatment in paediatric cases, could be better utilised with improved biomarkers. In this review, we discuss the potential for metabolites in the CSF to be used as biomarkers of CNS tumour remission, progression, response to drugs, recurrence and metastasis. We confer the clinical benefits and risks of this approach and conclude that there are many potential advantages over other tests and the required instrumentation is already present in UK hospitals. On the other hand, the approach needs more research investment to find more metabolite biomarkers, better understand their relation to the tumour, and validate those biomarkers in a standardised assay in order for the assay to become a clinical reality.
Collapse
Affiliation(s)
| | - Madhumita Dandapani
- Children’s Brain Tumour Research Centre, Biodiscovery Institute, School of Medicine, University of Nottingham, Nottingham, United Kingdom
| |
Collapse
|
13
|
Nafar S, Hosseini K, Shokrgozar N, Farahmandi AY, Alamdari-Palangi V, Saber Sichani A, Fallahi J. An Investigation into Cell-Free DNA in Different Common Cancers. Mol Biotechnol 2024; 66:3462-3474. [PMID: 38071680 DOI: 10.1007/s12033-023-00976-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Accepted: 10/23/2023] [Indexed: 11/15/2024]
Abstract
Diagnosis is the most important step in different diseases, especially in cancers and blood malignancies. There are different methods in order to better diagnose of cancer, but many of them are invasive and also, some of them are not useful for immediate diagnosis. Cell-free DNA (cfDNA) or liquid biopsy easily accessible in peripheral blood is one of the non-invasive prognostic biomarkers in various areas of cancer management. In fact, amounts of cfDNA in serum or plasma can be used for diagnosis. In this review, we have considered some cancers such as hepatocellular carcinoma, lung cancer, breast cancer, and hematologic malignancies to compare the various methods of cfDNA diagnosis.
Collapse
Affiliation(s)
- Samira Nafar
- Medical Genetic Department, Shiraz University of Medical Science, Shiraz, Iran
| | - Kamran Hosseini
- Department of Molecular Medicine, School of Advanced Medical Sciences and Technologies, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Negin Shokrgozar
- Hematology Research Center, Shiraz University of Medical Science, Shiraz, Iran
| | | | - Vahab Alamdari-Palangi
- Department of Molecular Medicine, School of Advanced Medical Sciences and Technologies, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Ali Saber Sichani
- Department of Biology, Texas A&M University, College Station, TX, 77843, USA
| | - Jafar Fallahi
- Department of Molecular Medicine, School of Advanced Medical Sciences and Technologies, Shiraz University of Medical Sciences, Shiraz, Iran.
| |
Collapse
|
14
|
Rudà R, Pellerino A, Soffietti R. Blood and cerebrospinal fluid biomarkers in neuro-oncology. Curr Opin Neurol 2024; 37:693-701. [PMID: 39329301 DOI: 10.1097/wco.0000000000001317] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/28/2024]
Abstract
PURPOSE OF REVIEW The purpose of this review is to discuss the value of blood and CSF biomarkers in primary CNS tumors. RECENT FINDINGS Several analytes can be assessed with liquid biopsy techniques, including circulating tumor cells, circulating cell-free tumor DNA, circulating cell-free RNA, circulating proteins and metabolites, extracellular vesicles and tumor-educated platelets. Among diffuse gliomas of the adult, ctDNA in blood or CSF has represented the most used analyte, with the detection of molecular alterations such as MGMT promoter, PTEN, EGFRVIII, TERT promoter mutation and IDH R132H mutation. In general, CSF is enriched for ctDNA as compared with plasma. The use of MRI-guided focused ultrasounds to disrupt the blood-brain barrier could enhance the level of biomarkers in both blood and CSF. The detection of MYD88 L265P mutation with digital droplet PCR and the detection of ctDNA with next generation sequencing represent the best tools to diagnose and monitoring CNS lymphomas under treatment. In meningiomas, the low concentration of ctDNA is a limiting factor for the detection of driver mutations, such as NF2, AKTs, SMO, KLF4, TRAF7, SMARCB1, SMARCE1, PTEN, and TERT; an alternative approach could be the isolation of ctDNA through circulating extracellular vesicles. Liquid biopsies are being used extensively for diagnosis and surveillance of diffuse midline gliomas, in particular with the detection of the driver mutation H3K27M. Last, specific methylome patterns in CSF may allow the distinction of glioblastomas from CNS lymphomas or meningiomas. SUMMARY This review summarizes the current knowledge and future perspectives of liquid biopsy of blood and CSF for diagnosis and monitoring of primary CNS tumors.
Collapse
Affiliation(s)
- Roberta Rudà
- Division of Neuro-Oncology, Department of Neuroscience 'Rita Levi Montalcini', University and City of Health and Science Hospital
| | - Alessia Pellerino
- Division of Neuro-Oncology, Department of Neuroscience 'Rita Levi Montalcini', University and City of Health and Science Hospital
| | | |
Collapse
|
15
|
Nakano Y, Burns I, Nobre L, Siddaway R, Rana M, Nesvick C, Bondoc A, Ku M, Yuditskiy R, Ku DTL, Shing MMK, Cheng KKF, Ng HK, Das A, Bennett J, Ramaswamy V, Huang A, Malkin D, Ertl-Wagner B, Dirks P, Bouffet E, Bartels U, Tabori U, Hawkins C, Liu APY. High detection rate of circulating-tumor DNA from cerebrospinal fluid of children with central nervous system germ cell tumors. Acta Neuropathol Commun 2024; 12:178. [PMID: 39568077 PMCID: PMC11580361 DOI: 10.1186/s40478-024-01886-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2024] [Accepted: 11/10/2024] [Indexed: 11/22/2024] Open
Abstract
Central nervous system germ cell tumors (CNS-GCT) are malignant neoplasms that arise predominantly during adolescence and young adulthood. These tumors are typically sensitive to treatment, but resulting long-term health deficits are common. Additional clinical challenges include surgical risks associated with tumor biopsy, and need to determine treatment response for adapting radiotherapy protocols. The aim of this study was to establish the detectability of circulating-tumor DNA (ctDNA) from cerebrospinal fluid (CSF) of children with CNS-GCT as a potential biomarker. We obtained CSF from patients with CNS-GCT by lumbar puncture or intra-operatively. Cell-free DNA (cfDNA) was extracted and subjected to low-pass whole genome sequencing (LP-WGS). Copy-number alterations (CNAs) were inferred and served as a marker of measurable residual disease (MRD). Comparisons with imaging findings and tumor marker levels were made. A total of 29 CSF samples from 21 patients (16 with germinoma, 5 with non-germinomatous GCT) were sequenced. Twenty samples from 19 patients were collected at diagnosis, and 9 samples from 7 patients were collected during or after therapy. Among the diagnostic samples, CNAs were detected in samples from 17/19 patients (89%), which included 8 with marker-negative tumors. Specific clinical scenarios suggested that serial cfDNA analysis may carry utility in tracking treatment responses as well as clarifying indeterminate imaging findings. Our results provide evidence for the high-sensitivity in detecting ctDNA from CSF of CNS-GCT patients using LP-WGS, with potential utility for non-invasive diagnosis and disease monitoring in upcoming CNS-GCT studies.
Collapse
Affiliation(s)
- Yoshiko Nakano
- Division of Haematology/Oncology, The Hospital for Sick Children, 555 University Avenue, Toronto, ON, M5G 1X8, Canada
- Department of Paediatrics, University of Toronto, Toronto, ON, Canada
| | - Ian Burns
- Department of Paediatrics, The Hospital for Sick Children, Toronto, ON, Canada
| | - Liana Nobre
- Department of Paediatrics, University of Alberta, Edmonton, AB, Canada
| | - Robert Siddaway
- Department of Pediatric Laboratory Medicine, The Hospital for Sick Children, 555 University Avenue, Toronto, ON, M5G 1X8, Canada
- The Arthur and Sonia Labatt Brain Tumour Research Centre, The Hospital for Sick Children, Toronto, ON, Canada
| | - Mansuba Rana
- Department of Pediatric Laboratory Medicine, The Hospital for Sick Children, 555 University Avenue, Toronto, ON, M5G 1X8, Canada
| | - Cody Nesvick
- Department of Neurosurgery, The Hospital for Sick Children, Toronto, ON, Canada
| | - Andrew Bondoc
- The Arthur and Sonia Labatt Brain Tumour Research Centre, The Hospital for Sick Children, Toronto, ON, Canada
| | - Michelle Ku
- Department of Pediatric Laboratory Medicine, The Hospital for Sick Children, 555 University Avenue, Toronto, ON, M5G 1X8, Canada
| | - Richard Yuditskiy
- Department of Pediatric Laboratory Medicine, The Hospital for Sick Children, 555 University Avenue, Toronto, ON, M5G 1X8, Canada
| | - Dennis T L Ku
- Department of Paediatrics and Adolescent Medicine, Hong Kong Children's Hospital, Kowloon, Hong Kong, China
| | - Matthew M K Shing
- Department of Paediatrics and Adolescent Medicine, Hong Kong Children's Hospital, Kowloon, Hong Kong, China
| | - Kevin K F Cheng
- Department of Neurosurgery, Hong Kong Children's Hospital, Kowloon, Hong Kong, China
| | - Ho-Keung Ng
- Department of Anatomical and Cellular Pathology, Chinese University of Hong Kong, Shatin, Hong Kong, China
| | - Anirban Das
- Division of Haematology/Oncology, The Hospital for Sick Children, 555 University Avenue, Toronto, ON, M5G 1X8, Canada
- The Arthur and Sonia Labatt Brain Tumour Research Centre, The Hospital for Sick Children, Toronto, ON, Canada
| | - Julie Bennett
- Division of Haematology/Oncology, The Hospital for Sick Children, 555 University Avenue, Toronto, ON, M5G 1X8, Canada
- The Arthur and Sonia Labatt Brain Tumour Research Centre, The Hospital for Sick Children, Toronto, ON, Canada
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, Toronto, ON, Canada
| | - Vijay Ramaswamy
- Division of Haematology/Oncology, The Hospital for Sick Children, 555 University Avenue, Toronto, ON, M5G 1X8, Canada
- The Arthur and Sonia Labatt Brain Tumour Research Centre, The Hospital for Sick Children, Toronto, ON, Canada
| | - Annie Huang
- Division of Haematology/Oncology, The Hospital for Sick Children, 555 University Avenue, Toronto, ON, M5G 1X8, Canada
- The Arthur and Sonia Labatt Brain Tumour Research Centre, The Hospital for Sick Children, Toronto, ON, Canada
| | - David Malkin
- Division of Haematology/Oncology, The Hospital for Sick Children, 555 University Avenue, Toronto, ON, M5G 1X8, Canada
- Department of Paediatrics, University of Toronto, Toronto, ON, Canada
| | - Birgit Ertl-Wagner
- Department of Diagnostic and Interventional Radiology, The Hospital for Sick Children, Toronto, ON, Canada
- Department of Medical Imaging, University of Toronto, Toronto, ON, Canada
| | - Peter Dirks
- The Arthur and Sonia Labatt Brain Tumour Research Centre, The Hospital for Sick Children, Toronto, ON, Canada
- Department of Neurosurgery, The Hospital for Sick Children, Toronto, ON, Canada
| | - Eric Bouffet
- Division of Haematology/Oncology, The Hospital for Sick Children, 555 University Avenue, Toronto, ON, M5G 1X8, Canada
| | - Ute Bartels
- Division of Haematology/Oncology, The Hospital for Sick Children, 555 University Avenue, Toronto, ON, M5G 1X8, Canada
| | - Uri Tabori
- Division of Haematology/Oncology, The Hospital for Sick Children, 555 University Avenue, Toronto, ON, M5G 1X8, Canada
- The Arthur and Sonia Labatt Brain Tumour Research Centre, The Hospital for Sick Children, Toronto, ON, Canada
| | - Cynthia Hawkins
- Department of Pediatric Laboratory Medicine, The Hospital for Sick Children, 555 University Avenue, Toronto, ON, M5G 1X8, Canada.
- The Arthur and Sonia Labatt Brain Tumour Research Centre, The Hospital for Sick Children, Toronto, ON, Canada.
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada.
| | - Anthony P Y Liu
- Division of Haematology/Oncology, The Hospital for Sick Children, 555 University Avenue, Toronto, ON, M5G 1X8, Canada.
- The Arthur and Sonia Labatt Brain Tumour Research Centre, The Hospital for Sick Children, Toronto, ON, Canada.
- Department of Paediatrics and Adolescent Medicine, Hong Kong Children's Hospital, Kowloon, Hong Kong, China.
- Department of Paediatrics and Adolescent Medicine, School of Clinical Medicine, The University of Hong Kong, Pokfulam, Hong Kong, China.
| |
Collapse
|
16
|
Wu S, Ma C, Cai J, Yang C, Liu X, Luo C, Yang J, Xiong Z, Cao D, Chen H. A clinically feasible algorithm for the parallel detection of glioma-associated copy number variation markers based on shallow whole genome sequencing. J Pathol Clin Res 2024; 10:e70005. [PMID: 39375998 PMCID: PMC11458885 DOI: 10.1002/2056-4538.70005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2024] [Revised: 09/06/2024] [Accepted: 09/16/2024] [Indexed: 10/09/2024]
Abstract
Molecular features are incorporated into the integrated diagnostic system for adult diffuse gliomas. Of these, copy number variation (CNV) markers, including both arm-level (1p/19q codeletion, +7/-10 signature) and gene-level (EGFR gene amplification, CDKN2A/B homozygous deletion) changes, have revolutionized the diagnostic paradigm by updating the subtyping and grading schemes. Shallow whole genome sequencing (sWGS) has been widely used for CNV detection due to its cost-effectiveness and versatility. However, the parallel detection of glioma-associated CNV markers using sWGS has not been optimized in a clinical setting. Herein, we established a model-based approach to classify the CNV status of glioma-associated diagnostic markers with a single test. To enhance its clinical utility, we carried out hypothesis testing model-based analysis through the estimation of copy ratio fluctuation level, which was implemented individually and independently and, thus, avoided the necessity for normal controls. Besides, the customization of required minimal tumor fraction (TF) was evaluated and recommended for each glioma-associated marker to ensure robust classification. As a result, with 1× sequencing depth and 0.05 TF, arm-level CNVs could be reliably detected with at least 99.5% sensitivity and specificity. For EGFR gene amplification and CDKN2A/B homozygous deletion, the corresponding TF limits were 0.15 and 0.45 to ensure the evaluation metrics were both higher than 97%. Furthermore, we applied the algorithm to an independent glioma cohort and observed the expected sample distribution and prognostic stratification patterns. In conclusion, we provide a clinically applicable algorithm to classify the CNV status of glioma-associated markers in parallel.
Collapse
Affiliation(s)
- Shuai Wu
- Department of Neurosurgery, Huashan Hospital, Shanghai Medical CollegeFudan UniversityShanghaiPR China
- National Center for Neurological DisordersShanghaiPR China
- Neurosurgical Institute of Fudan UniversityShanghaiPR China
| | - Chenyu Ma
- Genetron Health (Beijing) Co. LtdBeijingPR China
| | - Jiawei Cai
- Department of Neurosurgery, Neurosurgery Research Institute, The First Affiliated HospitalFujian Medical UniversityFuzhouPR China
| | | | - Xiaojia Liu
- Department of Pathology, Huashan Hospital, Shanghai Medical CollegeFudan UniversityShanghaiPR China
| | - Chen Luo
- Department of Neurosurgery, Huashan Hospital, Shanghai Medical CollegeFudan UniversityShanghaiPR China
- National Center for Neurological DisordersShanghaiPR China
- Neurosurgical Institute of Fudan UniversityShanghaiPR China
| | - Jingyi Yang
- Genetron Health (Beijing) Co. LtdBeijingPR China
| | - Zhang Xiong
- Department of Neurosurgery, Huashan Hospital, Shanghai Medical CollegeFudan UniversityShanghaiPR China
- National Center for Neurological DisordersShanghaiPR China
- Neurosurgical Institute of Fudan UniversityShanghaiPR China
| | - Dandan Cao
- Genetron Health (Beijing) Co. LtdBeijingPR China
| | - Hong Chen
- Department of Pathology, Huashan Hospital, Shanghai Medical CollegeFudan UniversityShanghaiPR China
| |
Collapse
|
17
|
Berzero G, Pieri V, Palazzo L, Finocchiaro G, Filippi M. Liquid biopsy in brain tumors: moving on, slowly. Curr Opin Oncol 2024; 36:521-529. [PMID: 39011725 DOI: 10.1097/cco.0000000000001079] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/17/2024]
Abstract
PURPOSE OF REVIEW Due to limited access to the tumor, there is an obvious clinical potential for liquid biopsy in patients with primary brain tumors. Here, we review current approaches, present limitations to be dealt with, and new promising data that may impact the field. RECENT FINDINGS The value of circulating tumor cell-free DNA (ctDNA) in the cerebrospinal fluid (CSF) for the noninvasive diagnosis of primary brain tumors has been confirmed in several reports. The detection of ctDNA in the peripheral blood is desirable for patient follow-up but requires ultrasensitive methods to identify low mutant allelic frequencies. Digital PCR approaches and targeted gene panels have been used to identify recurrent hotspot mutations and copy number variations (CNVs) from CSF or plasma. Tumor classification from circulating methylomes in plasma has been actively pursued, although the need of advanced bioinformatics currently hampers clinical application. The use of focused ultrasounds to open the blood-brain barrier may represent a way to enrich of ctDNA the peripheral blood and enhance plasma-based liquid biopsy. SUMMARY Monitoring CNVs and hotspot mutations by liquid biopsy is a promising tool to detect minimal residual disease and strengthen response assessment in patients with primary brain tumors. Novel methods to increase the relative and/or absolute amount of ctDNA can improve the clinical potential of plasma-based liquid biopsies.
Collapse
Affiliation(s)
- Giulia Berzero
- Neurology Unit, IRCCS Ospedale San Raffaele
- Vita-Salute San Raffaele University
| | - Valentina Pieri
- Neurology Unit, IRCCS Ospedale San Raffaele
- Vita-Salute San Raffaele University
| | - Leonardo Palazzo
- Neurology Unit, IRCCS Ospedale San Raffaele
- Vita-Salute San Raffaele University
| | | | - Massimo Filippi
- Neurology Unit, IRCCS Ospedale San Raffaele
- Vita-Salute San Raffaele University
- Neurorehabilitation Unit, Neurophysiology Unit, Neuroimaging Research Unit, Institute of Experimental Neurology, Division of Neuroscience, IRCCS Ospedale San Raffaele, Milan, Italy
| |
Collapse
|
18
|
Li L, Sun Y. Circulating tumor DNA methylation detection as biomarker and its application in tumor liquid biopsy: advances and challenges. MedComm (Beijing) 2024; 5:e766. [PMID: 39525954 PMCID: PMC11550092 DOI: 10.1002/mco2.766] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2024] [Revised: 09/02/2024] [Accepted: 09/03/2024] [Indexed: 11/16/2024] Open
Abstract
Circulating tumor DNA (ctDNA) methylation, an innovative liquid biopsy biomarker, has emerged as a promising tool in early cancer diagnosis, monitoring, and prognosis prediction. As a noninvasive approach, liquid biopsy overcomes the limitations of traditional tissue biopsy. Among various biomarkers, ctDNA methylation has garnered significant attention due to its high specificity and early detection capability across diverse cancer types. Despite its immense potential, the clinical application of ctDNA methylation faces substantial challenges pertaining to sensitivity, specificity, and standardization. In this review, we begin by introducing the basic biology and common detection techniques of ctDNA methylation. We then explore recent advancements and the challenges faced in the clinical application of ctDNA methylation in liquid biopsies. This includes progress in early screening and diagnosis, identification of clinical molecular subtypes, monitoring of recurrence and minimal residual disease (MRD), prediction of treatment response and prognosis, assessment of tumor burden, and determination of tissue origin. Finally, we discuss the future perspectives and challenges of ctDNA methylation detection in clinical applications. This comprehensive overview underscores the vital role of ctDNA methylation in enhancing cancer diagnostic accuracy, personalizing treatments, and effectively monitoring disease progression, providing valuable insights for future research and clinical practice.
Collapse
Affiliation(s)
- Lingyu Li
- Central Laboratory & Shenzhen Key Laboratory of Epigenetics and Precision Medicine for CancersNational Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital & Shenzhen HospitalChinese Academy of Medical Sciences and Peking Union Medical CollegeShenzhenChina
| | - Yingli Sun
- Central Laboratory & Shenzhen Key Laboratory of Epigenetics and Precision Medicine for CancersNational Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital & Shenzhen HospitalChinese Academy of Medical Sciences and Peking Union Medical CollegeShenzhenChina
| |
Collapse
|
19
|
Suvarnapathaki S, Serrano-Farias A, Dudley JC, Bettegowda C, Rincon-Torroella J. Unlocking the Potential of Circulating miRNAs as Biomarkers in Glioblastoma. Life (Basel) 2024; 14:1312. [PMID: 39459612 PMCID: PMC11509808 DOI: 10.3390/life14101312] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2024] [Revised: 10/10/2024] [Accepted: 10/10/2024] [Indexed: 10/28/2024] Open
Abstract
Using microRNAs (miRNAs) as potential circulating biomarkers in diagnosing and treating glioblastoma (GBM) has garnered a lot of scientific and clinical impetus in the past decade. As an aggressive primary brain tumor, GBM poses challenges in early detection and effective treatment with significant current diagnostic constraints and limited therapeutic strategies. MiRNA dysregulation is present in GBM. The intricate involvement of miRNAs in altering cell proliferation, invasion, and immune escape makes them prospective candidates for identifying and monitoring GBM diagnosis and response to treatment. These miRNAs could play a dual role, acting as both potential diagnostic markers and targets for therapy. By modulating the activity of various oncogenic and tumor-suppressive proteins, miRNAs create opportunities for precision medicine and targeted therapies in GBM. This review centers on the critical role and function of circulating miRNA biomarkers in GBM diagnosis and treatment. It highlights their significance in providing insights into disease progression, aiding in early diagnosis, and potential use as targets for novel therapeutic interventions. Ultimately, the study of miRNA would contribute to improving patient outcomes in the challenging landscape of GBM management.
Collapse
Affiliation(s)
- Sanika Suvarnapathaki
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD 21218, USA; (S.S.); (A.S.-F.); (J.C.D.); (C.B.)
| | - Antolin Serrano-Farias
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD 21218, USA; (S.S.); (A.S.-F.); (J.C.D.); (C.B.)
| | - Jonathan C. Dudley
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD 21218, USA; (S.S.); (A.S.-F.); (J.C.D.); (C.B.)
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD 21218, USA
| | - Chetan Bettegowda
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD 21218, USA; (S.S.); (A.S.-F.); (J.C.D.); (C.B.)
| | - Jordina Rincon-Torroella
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD 21218, USA; (S.S.); (A.S.-F.); (J.C.D.); (C.B.)
| |
Collapse
|
20
|
Bae WH, Maraka S, Daher A. Challenges and advances in glioblastoma targeted therapy: the promise of drug repurposing and biomarker exploration. Front Oncol 2024; 14:1441460. [PMID: 39439947 PMCID: PMC11493774 DOI: 10.3389/fonc.2024.1441460] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2024] [Accepted: 09/23/2024] [Indexed: 10/25/2024] Open
Abstract
Glioblastoma remains the most prevalent and aggressive primary malignant brain tumor in adults, characterized by limited treatment options and a poor prognosis. Previous drug repurposing efforts have yielded only marginal survival benefits, particularly those involving inhibitors targeting receptor tyrosine kinase and cyclin-dependent kinase-retinoblastoma pathways. This limited efficacy is likely due to several critical challenges, including the tumor's molecular heterogeneity, the dynamic evolution of its genetic profile, and the restrictive nature of the blood-brain barrier that impedes effective drug delivery. Emerging diagnostic tools, such as circulating tumor DNA and extracellular vesicles, offer promising non-invasive methods for real-time tumor monitoring, potentially enabling the application of targeted therapies to more selected patient populations. Moreover, innovative drug delivery strategies, including focused ultrasound, implantable drug-delivery systems, and engineered nanoparticles, hold potential for enhancing the bioavailability and therapeutic efficacy of treatments.
Collapse
Affiliation(s)
- William Han Bae
- Division of Hematology/Oncology, Department of Internal Medicine, University of Illinois Chicago, Chicago, IL, United States
| | - Stefania Maraka
- Department of Neurology and Rehabilitation, University of Illinois Chicago, Chicago, IL, United States
| | - Ahmad Daher
- Department of Neurology and Rehabilitation, University of Illinois Chicago, Chicago, IL, United States
| |
Collapse
|
21
|
Hickman RA, Miller AM, Holle BM, Jee J, Liu SY, Ross D, Yu H, Riely GJ, Ombres C, Gewirtz AN, Reiner AS, Nandakumar S, Price A, Kaley TJ, Graham MS, Vanderbilt C, Rana S, Hill K, Chabot K, Campos C, Nafa K, Shukla N, Karajannis M, Li B, Berger M, Ladanyi M, Pentsova E, Boire A, Brannon AR, Bale T, Mellinghoff IK, Arcila ME. Real-world experience with circulating tumor DNA in cerebrospinal fluid from patients with central nervous system tumors. Acta Neuropathol Commun 2024; 12:151. [PMID: 39289779 PMCID: PMC11406943 DOI: 10.1186/s40478-024-01846-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2024] [Accepted: 08/03/2024] [Indexed: 09/19/2024] Open
Abstract
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.
Collapse
Affiliation(s)
- Richard A Hickman
- Human Oncology and Pathogenesis Program, Sloan Kettering Institute, New York, NY, 10065, USA
- Department of Pathology, Memorial Sloan Kettering Cancer Center, 1275 York Ave., New York, NY, 10065, USA
- Foundation Medicine, Inc., 150 Second Street, Cambridge, MA, 02141, USA
| | - Alexandra M Miller
- Department of Neurology, Memorial Sloan Kettering Cancer Center, 1275 York Ave., New York, NY, 10065, USA
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA
- Department of Neurology, Perlmutter Cancer Center, NYU Langone Health and NYU Grossman School of Medicine, New York, NY, 10016, USA
| | - Bridget M Holle
- Human Oncology and Pathogenesis Program, Sloan Kettering Institute, New York, NY, 10065, USA
| | - Justin Jee
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA
| | - Si-Yang Liu
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA
| | - Dara Ross
- Department of Pathology, Memorial Sloan Kettering Cancer Center, 1275 York Ave., New York, NY, 10065, USA
| | - Helena Yu
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA
| | - Gregory J Riely
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA
| | - Christina Ombres
- Department of Pathology, Memorial Sloan Kettering Cancer Center, 1275 York Ave., New York, NY, 10065, USA
| | - Alexandra N Gewirtz
- Department of Neurology, Memorial Sloan Kettering Cancer Center, 1275 York Ave., New York, NY, 10065, USA
| | - Anne S Reiner
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA
| | - Subhiksha Nandakumar
- Human Oncology and Pathogenesis Program, Sloan Kettering Institute, New York, NY, 10065, USA
| | - Adam Price
- Department of Pathology, Memorial Sloan Kettering Cancer Center, 1275 York Ave., New York, NY, 10065, USA
| | - Thomas J Kaley
- Department of Neurology, Memorial Sloan Kettering Cancer Center, 1275 York Ave., New York, NY, 10065, USA
| | - Maya S Graham
- Department of Neurology, Memorial Sloan Kettering Cancer Center, 1275 York Ave., New York, NY, 10065, USA
| | - Chad Vanderbilt
- Department of Pathology, Memorial Sloan Kettering Cancer Center, 1275 York Ave., New York, NY, 10065, USA
| | - Satshil Rana
- Department of Pathology, Memorial Sloan Kettering Cancer Center, 1275 York Ave., New York, NY, 10065, USA
| | - Katherine Hill
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA
| | - Kiana Chabot
- Human Oncology and Pathogenesis Program, Sloan Kettering Institute, New York, NY, 10065, USA
| | - Carl Campos
- Human Oncology and Pathogenesis Program, Sloan Kettering Institute, New York, NY, 10065, USA
| | - Khedoudja Nafa
- Department of Pathology, Memorial Sloan Kettering Cancer Center, 1275 York Ave., New York, NY, 10065, USA
| | - Neerav Shukla
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA
| | - Matthias Karajannis
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA
| | - Bob Li
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA
| | - Michael Berger
- Department of Pathology, Memorial Sloan Kettering Cancer Center, 1275 York Ave., New York, NY, 10065, USA
| | - Marc Ladanyi
- Human Oncology and Pathogenesis Program, Sloan Kettering Institute, New York, NY, 10065, USA
- Department of Pathology, Memorial Sloan Kettering Cancer Center, 1275 York Ave., New York, NY, 10065, USA
| | - Elena Pentsova
- Department of Neurology, Memorial Sloan Kettering Cancer Center, 1275 York Ave., New York, NY, 10065, USA
| | - Adrienne Boire
- Human Oncology and Pathogenesis Program, Sloan Kettering Institute, New York, NY, 10065, USA
- Department of Neurology, Memorial Sloan Kettering Cancer Center, 1275 York Ave., New York, NY, 10065, USA
| | - A Rose Brannon
- Department of Pathology, Memorial Sloan Kettering Cancer Center, 1275 York Ave., New York, NY, 10065, USA
| | - Tejus Bale
- Department of Pathology, Memorial Sloan Kettering Cancer Center, 1275 York Ave., New York, NY, 10065, USA
| | - Ingo K Mellinghoff
- Human Oncology and Pathogenesis Program, Sloan Kettering Institute, New York, NY, 10065, USA.
- Department of Neurology, Memorial Sloan Kettering Cancer Center, 1275 York Ave., New York, NY, 10065, USA.
| | - Maria E Arcila
- Department of Pathology, Memorial Sloan Kettering Cancer Center, 1275 York Ave., New York, NY, 10065, USA.
| |
Collapse
|
22
|
Gupta M, Bradley JD, Massaad E, Burns EJ, Georgantas NZ, Maron GE, Batten JM, Gallagher A, Thierauf J, Nayyar N, Gordon A, Jones SS, Pisapia M, Sun Y, Jones PS, Barker FG, Curry WT, Gupta R, Romero JM, Wang N, Brastianos PK, Martinez-Lage M, Tateishi K, Forst DA, Nahed BV, Batchelor TT, Ritterhouse LL, Iser F, Kessler T, Jordan JT, Dietrich J, Meyerson M, Cahill DP, Lennerz JK, Carter BS, Shankar GM. Rapid tumor DNA analysis of cerebrospinal fluid accelerates treatment of central nervous system lymphoma. Blood 2024; 144:1093-1100. [PMID: 38776489 PMCID: PMC11406186 DOI: 10.1182/blood.2024023832] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2024] [Revised: 05/08/2024] [Accepted: 05/09/2024] [Indexed: 05/25/2024] Open
Abstract
ABSTRACT Delays and risks associated with neurosurgical biopsies preclude timely diagnosis and treatment of central nervous system (CNS) lymphoma and other CNS neoplasms. We prospectively integrated targeted rapid genotyping of cerebrospinal fluid (CSF) into the evaluation of 70 patients with CNS lesions of unknown cause. Participants underwent genotyping of CSF-derived DNA using a quantitative polymerase chain reaction-based approach for parallel detection of single-nucleotide variants in the MYD88, TERT promoter, IDH1, IDH2, BRAF, and H3F3A genes within 80 minutes of sample acquisition. Canonical mutations were detected in 42% of patients with neoplasms, including cases of primary and secondary CNS lymphoma, glioblastoma, IDH-mutant brainstem glioma, and H3K27M-mutant diffuse midline glioma. Genotyping results eliminated the need for surgical biopsies in 7 of 33 cases (21.2%) of newly diagnosed neoplasms, resulting in significantly accelerated initiation of disease-directed treatment (median, 3 vs 12 days; P = .027). This assay was then implemented in a Clinical Laboratory Improvement Amendments environment, with 2-day median turnaround for diagnosis of CNS lymphoma from 66 patients across 4 clinical sites. Our study prospectively demonstrates that targeted rapid CSF genotyping influences oncologic management for suspected CNS tumors.
Collapse
Affiliation(s)
- Mihir Gupta
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA
- Department of Neurosurgery, University of California San Diego, La Jolla, CA
| | - Joseph D. Bradley
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA
| | - Elie Massaad
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA
| | - Evan J. Burns
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA
| | | | - Garrett E. Maron
- Department of Pathology, Massachusetts General Hospital, Boston, MA
| | - Julie M. Batten
- Department of Pathology, Massachusetts General Hospital, Boston, MA
| | - Aidan Gallagher
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA
| | - Julia Thierauf
- Department of Pathology, Massachusetts General Hospital, Boston, MA
- Department of Otorhinolaryngology, Head and Neck Surgery, Experimental Head and Neck Oncology, Heidelberg University Hospital, Heidelberg, Germany
| | - Naema Nayyar
- Cancer Center, Massachusetts General Hospital, Boston, MA
| | - Amanda Gordon
- Division of Neuro-Oncology, Department of Neurology, Massachusetts General Hospital Cancer Center, Boston, MA
| | - SooAe S. Jones
- Division of Neuro-Oncology, Department of Neurology, Massachusetts General Hospital Cancer Center, Boston, MA
| | - Michelle Pisapia
- Division of Neuro-Oncology, Department of Neurology, Massachusetts General Hospital Cancer Center, Boston, MA
| | - Ying Sun
- Division of Neuro-Oncology, Department of Neurology, Massachusetts General Hospital Cancer Center, Boston, MA
| | - Pamela S. Jones
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA
| | - Fred G. Barker
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA
| | - William T. Curry
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA
| | - Rajiv Gupta
- Department of Neuroradiology, Massachusetts General Hospital, Boston, MA
| | - Javier M. Romero
- Department of Neuroradiology, Massachusetts General Hospital, Boston, MA
| | - Nancy Wang
- Department of Medicine, Massachusetts General Hospital, Boston, MA
| | - Priscilla K. Brastianos
- Cancer Center, Massachusetts General Hospital, Boston, MA
- Department of Neurology, Massachusetts General Hospital, Boston, MA
- Division of Hematology/Oncology, Massachusetts General Hospital, Boston, MA
| | - Maria Martinez-Lage
- C.S. Kubik Laboratory for Neuropathology, Massachusetts General Hospital, Boston, MA
| | - Kensuke Tateishi
- Department of Neurosurgery, Yokohama City University, Yokohama, Japan
| | | | - Brian V. Nahed
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA
| | - Tracy T. Batchelor
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
- Department of Neurology, Brigham and Women's Hospital, Boston, MA
| | | | - Florian Iser
- Department of Neurology and Neuro-Oncology Program, National Center for Tumor Diseases, Heidelberg University Hospital, Heidelberg, Germany
| | - Tobias Kessler
- Department of Neurology and Neuro-Oncology Program, National Center for Tumor Diseases, Heidelberg University Hospital, Heidelberg, Germany
| | - Justin T. Jordan
- Division of Neuro-Oncology, Department of Neurology, Massachusetts General Hospital Cancer Center, Boston, MA
| | - Jorg Dietrich
- Cancer Center, Massachusetts General Hospital, Boston, MA
- Division of Neuro-Oncology, Department of Neurology, Massachusetts General Hospital Cancer Center, Boston, MA
| | - Matthew Meyerson
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Daniel P. Cahill
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA
| | | | - Bob S. Carter
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA
| | - Ganesh M. Shankar
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA
| |
Collapse
|
23
|
Li K, Zhu Q, Yang J, Zheng Y, Du S, Song M, Peng Q, Yang R, Liu Y, Qi L. Imaging and Liquid Biopsy for Distinguishing True Progression From Pseudoprogression in Gliomas, Current Advances and Challenges. Acad Radiol 2024; 31:3366-3383. [PMID: 38614827 DOI: 10.1016/j.acra.2024.03.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2023] [Revised: 01/14/2024] [Accepted: 03/18/2024] [Indexed: 04/15/2024]
Abstract
RATIONALE AND OBJECTIVES Gliomas are aggressive brain tumors with a poor prognosis. Assessing treatment response is challenging because magnetic resonance imaging (MRI) may not distinguish true progression (TP) from pseudoprogression (PsP). This review aims to discuss imaging techniques and liquid biopsies used to distinguish TP from PsP. MATERIALS AND METHODS This review synthesizes existing literature to examine advances in imaging techniques, such as magnetic resonance diffusion imaging (MRDI), perfusion-weighted imaging (PWI) MRI, and liquid biopsies, for identifying TP or PsP through tumor markers and tissue characteristics. RESULTS Advanced imaging techniques, including MRDI and PWI MRI, have proven effective in delineating tumor tissue properties, offering valuable insights into glioma behavior. Similarly, liquid biopsy has emerged as a potent tool for identifying tumor-derived markers in biofluids, offering a non-invasive glimpse into tumor evolution. Despite their promise, these methodologies grapple with significant challenges. Their sensitivity remains inconsistent, complicating the accurate differentiation between TP and PSP. Furthermore, the absence of standardized protocols across platforms impedes the reliability of comparisons, while inherent biological variability adds complexity to data interpretation. CONCLUSION Their potential applications have been highlighted, but gaps remain before routine clinical use. Further research is needed to develop and validate these promising methods for distinguishing TP from PsP in gliomas.
Collapse
Affiliation(s)
- Kaishu Li
- Department of Neurosurgery, Affiliated Qingyuan Hospital,Guangzhou Medical University,Qingyuan People's Hospital, Qingyuan 511518, China; Department of Neurosurgery & Medical Research Center, Shunde Hospital, Southern Medical University (The First People's Hospital of Shunde Foshan), 1# Jiazi Road, Foshan, Guangdong 528300, China.; Department of Neurosurgery, Nanfang Hospital, Southern Medical University, Guangzhou 510515, China
| | - Qihui Zhu
- Department of Neurosurgery, Affiliated Qingyuan Hospital,Guangzhou Medical University,Qingyuan People's Hospital, Qingyuan 511518, China
| | - Junyi Yang
- Department of Neurosurgery, Affiliated Qingyuan Hospital,Guangzhou Medical University,Qingyuan People's Hospital, Qingyuan 511518, China
| | - Yin Zheng
- Department of Neurosurgery, Affiliated Qingyuan Hospital,Guangzhou Medical University,Qingyuan People's Hospital, Qingyuan 511518, China
| | - Siyuan Du
- Institute of Digestive Disease of Guangzhou Medical University, Affiliated Qingyuan Hospital,Guangzhou Medical University,Qingyuan People's Hospital, Qingyuan 511518, China
| | - Meihui Song
- Institute of Digestive Disease of Guangzhou Medical University, Affiliated Qingyuan Hospital,Guangzhou Medical University,Qingyuan People's Hospital, Qingyuan 511518, China
| | - Qian Peng
- Institute of Digestive Disease of Guangzhou Medical University, Affiliated Qingyuan Hospital,Guangzhou Medical University,Qingyuan People's Hospital, Qingyuan 511518, China
| | - Runwei Yang
- Department of Neurosurgery & Medical Research Center, Shunde Hospital, Southern Medical University (The First People's Hospital of Shunde Foshan), 1# Jiazi Road, Foshan, Guangdong 528300, China
| | - Yawei Liu
- Department of Neurosurgery & Medical Research Center, Shunde Hospital, Southern Medical University (The First People's Hospital of Shunde Foshan), 1# Jiazi Road, Foshan, Guangdong 528300, China
| | - Ling Qi
- Institute of Digestive Disease of Guangzhou Medical University, Affiliated Qingyuan Hospital,Guangzhou Medical University,Qingyuan People's Hospital, Qingyuan 511518, China.
| |
Collapse
|
24
|
Seyhan AA. Circulating Liquid Biopsy Biomarkers in Glioblastoma: Advances and Challenges. Int J Mol Sci 2024; 25:7974. [PMID: 39063215 PMCID: PMC11277426 DOI: 10.3390/ijms25147974] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2024] [Revised: 07/16/2024] [Accepted: 07/18/2024] [Indexed: 07/28/2024] Open
Abstract
Gliomas, particularly glioblastoma (GBM), represent the most prevalent and aggressive tumors of the central nervous system (CNS). Despite recent treatment advancements, patient survival rates remain low. The diagnosis of GBM traditionally relies on neuroimaging methods such as magnetic resonance imaging (MRI) or computed tomography (CT) scans and postoperative confirmation via histopathological and molecular analysis. Imaging techniques struggle to differentiate between tumor progression and treatment-related changes, leading to potential misinterpretation and treatment delays. Similarly, tissue biopsies, while informative, are invasive and not suitable for monitoring ongoing treatments. These challenges have led to the emergence of liquid biopsy, particularly through blood samples, as a promising alternative for GBM diagnosis and monitoring. Presently, blood and cerebrospinal fluid (CSF) sampling offers a minimally invasive means of obtaining tumor-related information to guide therapy. The idea that blood or any biofluid tests can be used to screen many cancer types has huge potential. Tumors release various components into the bloodstream or other biofluids, including cell-free nucleic acids such as microRNAs (miRNAs), circulating tumor DNA (ctDNA), circulating tumor cells (CTCs), proteins, extracellular vesicles (EVs) or exosomes, metabolites, and other factors. These factors have been shown to cross the blood-brain barrier (BBB), presenting an opportunity for the minimally invasive monitoring of GBM as well as for the real-time assessment of distinct genetic, epigenetic, transcriptomic, proteomic, and metabolomic changes associated with brain tumors. Despite their potential, the clinical utility of liquid biopsy-based circulating biomarkers is somewhat constrained by limitations such as the absence of standardized methodologies for blood or CSF collection, analyte extraction, analysis methods, and small cohort sizes. Additionally, tissue biopsies offer more precise insights into tumor morphology and the microenvironment. Therefore, the objective of a liquid biopsy should be to complement and enhance the diagnostic accuracy and monitoring of GBM patients by providing additional information alongside traditional tissue biopsies. Moreover, utilizing a combination of diverse biomarker types may enhance clinical effectiveness compared to solely relying on one biomarker category, potentially improving diagnostic sensitivity and specificity and addressing some of the existing limitations associated with liquid biomarkers for GBM. This review presents an overview of the latest research on circulating biomarkers found in GBM blood or CSF samples, discusses their potential as diagnostic, predictive, and prognostic indicators, and discusses associated challenges and future perspectives.
Collapse
Affiliation(s)
- Attila A. Seyhan
- Laboratory of Translational Oncology and Experimental Cancer Therapeutics, Warren Alpert Medical School, Brown University, Providence, RI 02912, USA;
- Department of Pathology and Laboratory Medicine, Warren Alpert Medical School, Brown University, Providence, RI 02912, USA
- Joint Program in Cancer Biology, Lifespan Health System and Brown University, Providence, RI 02912, USA
- Legorreta Cancer Center, Brown University, Providence, RI 02912, USA
| |
Collapse
|
25
|
Cornelli L, Van Paemel R, Ferro Dos Santos MR, Roelandt S, Willems L, Vandersteene J, Baert E, Mus LM, Van Roy N, De Wilde B, De Preter K. Diagnosis of pediatric central nervous system tumors using methylation profiling of cfDNA from cerebrospinal fluid. Clin Epigenetics 2024; 16:87. [PMID: 38970137 PMCID: PMC11225235 DOI: 10.1186/s13148-024-01696-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2024] [Accepted: 06/17/2024] [Indexed: 07/07/2024] Open
Abstract
Pediatric central nervous system tumors remain challenging to diagnose. Imaging approaches do not provide sufficient detail to discriminate between different tumor types, while the histopathological examination of tumor tissue shows high inter-observer variability. Recent studies have demonstrated the accurate classification of central nervous system tumors based on the DNA methylation profile of a tumor biopsy. However, a brain biopsy holds significant risk of bleeding and damaging the surrounding tissues. Liquid biopsy approaches analyzing circulating tumor DNA show high potential as an alternative and less invasive tool to study the DNA methylation pattern of tumors. Here, we explore the potential of classifying pediatric brain tumors based on methylation profiling of the circulating cell-free DNA (cfDNA) in cerebrospinal fluid (CSF). For this proof-of-concept study, we collected cerebrospinal fluid samples from 19 pediatric brain cancer patients via a ventricular drain placed for reasons of increased intracranial pressure. Analyses on the cfDNA showed high variability of cfDNA quantities across patients ranging from levels below the limit of quantification to 40 ng cfDNA per milliliter of CSF. Classification based on methylation profiling of cfDNA from CSF was correct for 7 out of 20 samples in our cohort. Accurate results were mostly observed in samples of high quality, more specifically those with limited high molecular weight DNA contamination. Interestingly, we show that centrifugation of the CSF prior to processing increases the fraction of fragmented cfDNA to high molecular weight DNA. In addition, classification was mostly correct for samples with high tumoral cfDNA fraction as estimated by computational deconvolution (> 40%). In summary, analysis of cfDNA in the CSF shows potential as a tool for diagnosing pediatric nervous system tumors especially in patients with high levels of tumoral cfDNA in the CSF. Further optimization of the collection procedure, experimental workflow and bioinformatic approach is required to also allow classification for patients with low tumoral fractions in the CSF.
Collapse
Affiliation(s)
- Lotte Cornelli
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
- Center for Medical Biotechnology, VIB-UGent, Ghent, Belgium
- Cancer Research Institute Ghent, Ghent, Belgium
| | - Ruben Van Paemel
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
- Cancer Research Institute Ghent, Ghent, Belgium
- Department of Pediatric Hematology, Oncology and Stem Cell Transplantation, Ghent University Hospital, Ghent, Belgium
| | - Maísa R Ferro Dos Santos
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
- Center for Medical Biotechnology, VIB-UGent, Ghent, Belgium
- Cancer Research Institute Ghent, Ghent, Belgium
| | - Sofie Roelandt
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
- Center for Medical Biotechnology, VIB-UGent, Ghent, Belgium
- Cancer Research Institute Ghent, Ghent, Belgium
| | - Leen Willems
- Department of Pediatric Hematology, Oncology and Stem Cell Transplantation, Ghent University Hospital, Ghent, Belgium
- Department of Internal Medicine and Pediatrics, Ghent University, Ghent, Belgium
| | | | - Edward Baert
- Department of Neurosurgery, Ghent University Hospital, Ghent, Belgium
| | - Liselot M Mus
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
- Cancer Research Institute Ghent, Ghent, Belgium
- Department of Pediatric Hematology, Oncology and Stem Cell Transplantation, Ghent University Hospital, Ghent, Belgium
| | - Nadine Van Roy
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
- Cancer Research Institute Ghent, Ghent, Belgium
| | - Bram De Wilde
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
- Cancer Research Institute Ghent, Ghent, Belgium
- Department of Pediatric Hematology, Oncology and Stem Cell Transplantation, Ghent University Hospital, Ghent, Belgium
- Department of Internal Medicine and Pediatrics, Ghent University, Ghent, Belgium
| | - Katleen De Preter
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium.
- Center for Medical Biotechnology, VIB-UGent, Ghent, Belgium.
- Cancer Research Institute Ghent, Ghent, Belgium.
| |
Collapse
|
26
|
Papadimitrakis D, Perdikakis M, Gargalionis AN, Papavassiliou AG. Biomarkers in Cerebrospinal Fluid for the Diagnosis and Monitoring of Gliomas. Biomolecules 2024; 14:801. [PMID: 39062515 PMCID: PMC11274947 DOI: 10.3390/biom14070801] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2024] [Revised: 07/01/2024] [Accepted: 07/03/2024] [Indexed: 07/28/2024] Open
Abstract
Gliomas are the most common type of malignant brain tumor and are characterized by a plethora of heterogeneous molecular alterations. Current treatments require the emergence of reliable biomarkers that will aid personalized treatment decisions and increase life expectancy. Glioma tissues are not as easily accessible as other solid tumors; therefore, detecting prominent biomarkers in biological fluids is necessary. Cerebrospinal fluid (CSF) circulates adjacent to the cerebral parenchyma and holds promise for discovering useful prognostic, diagnostic, and predictive biomarkers. In this review, we summarize extensive research regarding the role of circulating DNA, tumor cells, proteins, microRNAs, metabolites, and extracellular vesicles as potential CSF biomarkers for glioma diagnosis, prognosis, and monitoring. Future studies should address discrepancies and issues of specificity regarding CSF biomarkers, as well as the validation of candidate biomarkers.
Collapse
Affiliation(s)
- Dimosthenis Papadimitrakis
- Department of Biological Chemistry, Medical School, National and Kapodistrian University of Athens, 11527 Athens, Greece; (D.P.); (M.P.)
| | - Miltiadis Perdikakis
- Department of Biological Chemistry, Medical School, National and Kapodistrian University of Athens, 11527 Athens, Greece; (D.P.); (M.P.)
| | - Antonios N. Gargalionis
- Laboratory of Clinical Biochemistry, Medical School, ‘Attikon’ University General Hospital, National and Kapodistrian University of Athens, 12462 Athens, Greece
| | - Athanasios G. Papavassiliou
- Department of Biological Chemistry, Medical School, National and Kapodistrian University of Athens, 11527 Athens, Greece; (D.P.); (M.P.)
| |
Collapse
|
27
|
Luo X, Jiang P, Ma J, Li Z, Zhou J, Wei X, A J, Chai J, Lv Y, Cheng P, Cao C, A X. Circulating free DNA as a diagnostic marker for echinococcosis: a systematic review and meta-analysis. Front Microbiol 2024; 15:1413532. [PMID: 39021627 PMCID: PMC11251952 DOI: 10.3389/fmicb.2024.1413532] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2024] [Accepted: 06/10/2024] [Indexed: 07/20/2024] Open
Abstract
Introduction Echinococcosis is a chronic zoonotic disease caused by tapeworms of the genus Echinococcus. The World Health Organization (WHO) has identified encapsulated disease as one of 17 neglected diseases to be controlled or eliminated by 2050. There is no accurate, early, non-invasive molecular diagnostic method to detect echinococcosis. The feasibility of circulating free DNA as a diagnostic method for echinococcosis has yielded inconclusive results in a number of published studies. However, there has been no systematic evaluation to date assessing the overall performance of these assays. We report here the first meta-analysis assessing the diagnostic accuracy of cfDNA in plasma, serum, and urine for echinococcosis. Methods We systematically searched PubMed, Embase, Cochrane Library, China National Knowledge Infrastructure (CNKI), and WeiPu databases up to 17 January 2024, for relevant studies. All analyses were performed using RevMan 5.3, Meta-DiSc 1.4, Stata 17.0, and R 4.3.1 software. The sensitivity, specificity, and other accuracy indicators of circulating free DNA for the diagnosis of echinococcosis were summarized. Subgroup analyses and meta-regression were performed to identify sources of heterogeneity. Results A total of 7 studies included 218 patients with echinococcosis and 214 controls (156 healthy controls, 32 other disease controls (non-hydatid patients), and 26 non-study-targeted echinococcosis controls were included). Summary estimates of the diagnostic accuracy of cfDNA in the diagnosis of echinococcosis were as follows: sensitivity (SEN) of 0.51 (95% CI: 0.45-0.56); specificity (SPE) of 0.99 (95% CI: 0.97-0.99); positive likelihood ratio (PLR) of 11.82 (95% CI: 6.74-20.74); negative likelihood ratio (NLR) of 0.57 (95% CI: 0.41-0.80); diagnostic ratio (DOR) of 36.63 (95% CI: 13.75-97.59); and area under the curve (AUC) value of 0.98 (95% CI: 0.96-1.00). Conclusion Existing evidence indicates that the combined specificity of circulating cfDNA for echinococcosis is high. However, the combined sensitivity performance is unsatisfactory due to significant inter-study heterogeneity. To strengthen the validity and accuracy of our findings, further large-scale prospective studies are required.Systematic review registrationThe systematic review was registered in the International Prospective Register of Systematic Reviews PROSPERO [CRD42023454158]. https://www.crd.york.ac.uk/PROSPERO/.
Collapse
Affiliation(s)
- Xiaoqin Luo
- Qinghai University, Xining, China
- Department of Clinical Laboratory, Qinghai Provincial People’s Hospital, Xining, China
| | | | | | - Zian Li
- Department of Clinical Laboratory, Qinghai Provincial People’s Hospital, Xining, China
| | - Jianwu Zhou
- Department of Clinical Laboratory, Qinghai Provincial People’s Hospital, Xining, China
| | | | - Jide A
- Department of Clinical Laboratory, Qinghai Provincial People’s Hospital, Xining, China
| | - Jinping Chai
- Department of Clinical Laboratory, Qinghai Provincial People’s Hospital, Xining, China
| | - Yanke Lv
- Qinghai University, Xining, China
| | | | | | - Xiangren A
- Qinghai University, Xining, China
- Department of Clinical Laboratory, Qinghai Provincial People’s Hospital, Xining, China
| |
Collapse
|
28
|
Lai M, Mu T, Liu M, Hu Q, Li J, Huang T, Li Y, Chen S, Cai L. Personalized therapy guided by longitudinal liquid biopsies for treatment of leptomeningeal disease from lung adenocarcinoma: A case report. Oncol Lett 2024; 28:299. [PMID: 38751754 PMCID: PMC11094582 DOI: 10.3892/ol.2024.14432] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Accepted: 03/20/2024] [Indexed: 05/18/2024] Open
Abstract
Molecular-based targeted therapies have significantly benefited certain patients with cancer; however, those with leptomeningeal disease (LMD) persistently exhibit a poor prognosis and are often excluded from clinical trials. Tumor-derived cell-free (cf)DNA, found in the cerebrospinal fluid (CSF) of patients with LMD, can assist in diagnosis and tracking of disease progression. However, the utilization of CSF to direct targeted cancer therapy has yet to be extensively explored. The present study reported the case of a patient with lung adenocarcinoma and LMD who was monitored by performing a series of liquid biopsies of CSF and blood. Targeted sequencing was performed on cfDNA from the CSF and plasma, and the variant allele frequencies (VAFs) of BRAF and NRAS mutations were assessed and analyzed in conjunction with the clinical presentation of the patient. The patient then underwent serial chemotherapy, radiation therapy, immunotherapy and targeted treatment based on the results of the liquid biopsies. Upon the LMD diagnosis, a BRAF p.V600E mutation was detected in plasma cfDNA. Consequently, the patient was treated with vemurafenib and responded favorably to this consolidation treatment for 13 months. After a relapse in July 2018, both BRAF p.V600E and NRAS p.Q61K mutations were detected in CSF supernatant and sediment cell samples, suggesting drug resistance. Therefore, the treatment strategy for the patient changed to cobimetnib plus vemurafenib. Notably, the changes of VAF in the CSF supernatant samples were associated with the clinical status of the patient. The patient survived for 33 months post-LMD diagnosis. The present case report highlights the potential use of liquid biopsy in personalized therapy, as it was instrumental in informing the combinational treatment plan of the patient, which ultimately proved beneficial.
Collapse
Affiliation(s)
- Mingyao Lai
- Department of Oncology, Guangdong Sanjiu Brain Hospital, Guangzhou, Guangdong 510510, P.R. China
| | - Tianhao Mu
- HaploX Biotechnology, Shenzhen, Guangdong 518057, P.R. China
- Department of Biomedical and Health Engineering, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, Guangdong 440300, P.R. China
| | - Ming Liu
- HaploX Biotechnology, Shenzhen, Guangdong 518057, P.R. China
| | - Qingjun Hu
- Department of Oncology, Guangdong Sanjiu Brain Hospital, Guangzhou, Guangdong 510510, P.R. China
| | - Juan Li
- Department of Oncology, Guangdong Sanjiu Brain Hospital, Guangzhou, Guangdong 510510, P.R. China
| | - Tanxiao Huang
- HaploX Biotechnology, Shenzhen, Guangdong 518057, P.R. China
| | - Yingmei Li
- HaploX Biotechnology, Shenzhen, Guangdong 518057, P.R. China
| | - Shifu Chen
- HaploX Biotechnology, Shenzhen, Guangdong 518057, P.R. China
- Department of Biomedical and Health Engineering, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, Guangdong 440300, P.R. China
| | - Linbo Cai
- Department of Oncology, Guangdong Sanjiu Brain Hospital, Guangzhou, Guangdong 510510, P.R. China
| |
Collapse
|
29
|
Shelton WJ, Zandpazandi S, Nix JS, Gokden M, Bauer M, Ryan KR, Wardell CP, Vaske OM, Rodriguez A. Long-read sequencing for brain tumors. Front Oncol 2024; 14:1395985. [PMID: 38915364 PMCID: PMC11194609 DOI: 10.3389/fonc.2024.1395985] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2024] [Accepted: 05/27/2024] [Indexed: 06/26/2024] Open
Abstract
Brain tumors and genomics have a long-standing history given that glioblastoma was the first cancer studied by the cancer genome atlas. The numerous and continuous advances through the decades in sequencing technologies have aided in the advanced molecular characterization of brain tumors for diagnosis, prognosis, and treatment. Since the implementation of molecular biomarkers by the WHO CNS in 2016, the genomics of brain tumors has been integrated into diagnostic criteria. Long-read sequencing, also known as third generation sequencing, is an emerging technique that allows for the sequencing of longer DNA segments leading to improved detection of structural variants and epigenetics. These capabilities are opening a way for better characterization of brain tumors. Here, we present a comprehensive summary of the state of the art of third-generation sequencing in the application for brain tumor diagnosis, prognosis, and treatment. We discuss the advantages and potential new implementations of long-read sequencing into clinical paradigms for neuro-oncology patients.
Collapse
Affiliation(s)
- William J Shelton
- Department of Neurosurgery, College of Medicine, University of Arkansas for Medical Sciences, Little Rock, AR, United States
| | - Sara Zandpazandi
- Department of Neurosurgery, Medical University of South Carolina, Charleston, SC, United States
| | - J Stephen Nix
- Department of Pathology, University of Arkansas for Medical Sciences, Little Rock, AR, United States
| | - Murat Gokden
- Department of Pathology, University of Arkansas for Medical Sciences, Little Rock, AR, United States
| | - Michael Bauer
- Department of Biomedical Informatics, University of Arkansas for Medical Sciences, Little Rock, AR, United States
| | - Katie Rose Ryan
- Department of Biochemistry and Molecular Biology, University of Arkansas for Medical Sciences, Little Rock, AR, United States
| | - Christopher P Wardell
- Department of Biomedical Informatics, University of Arkansas for Medical Sciences, Little Rock, AR, United States
| | - Olena Morozova Vaske
- Department of Molecular, Cell and Developmental Biology, University of California Santa Cruz, Santa Cruz, CA, United States
| | - Analiz Rodriguez
- Department of Neurosurgery, College of Medicine, University of Arkansas for Medical Sciences, Little Rock, AR, United States
| |
Collapse
|
30
|
Ronsley R, Karvonen KA, Cole B, Paulson V, Stevens J, Crotty EE, Hauptman J, Lee A, Stasi SM, Lockwood CM, Leary SES. Detection of tumor-derived cell-free DNA in cerebrospinal fluid using a clinically validated targeted sequencing panel for pediatric brain tumors. J Neurooncol 2024; 168:215-224. [PMID: 38755519 DOI: 10.1007/s11060-024-04645-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2024] [Accepted: 03/12/2024] [Indexed: 05/18/2024]
Abstract
PURPOSE Clinical sequencing of tumor DNA is necessary to render an integrated diagnosis and select therapy for children with primary central nervous system (CNS) tumors, but neurosurgical biopsy is not without risk. In this study, we describe cell-free DNA (cfDNA) in blood and cerebrospinal fluid (CSF) as sources for "liquid biopsy" in pediatric brain tumors. METHODS CSF samples were collected by lumbar puncture, ventriculostomy, or surgery from pediatric patients with CNS tumors. Following extraction, CSF-derived cfDNA was sequenced using UW-OncoPlex™, a clinically validated next-generation sequencing platform. CSF-derived cfDNA results and paired plasma and tumor samples concordance was also evaluated. RESULTS Seventeen CSF samples were obtained from 15 pediatric patients with primary CNS tumors. Tumor types included medulloblastoma (n = 7), atypical teratoid/rhabdoid tumor (n = 2), diffuse midline glioma with H3 K27 alteration (n = 4), pilocytic astrocytoma (n = 1), and pleomorphic xanthoastrocytoma (n = 1). CSF-derived cfDNA was detected in 9/17 (53%) of samples, and sufficient for sequencing in 8/10 (80%) of extracted samples. All somatic mutations and copy-number variants were also detected in matched tumor tissue, and tumor-derived cfDNA was absent in plasma samples and controls. Tumor-derived cfDNA alterations were detected in the absence of cytological evidence of malignant cells in as little as 200 µl of CSF. Several clinically relevant alterations, including a KIAA1549::BRAF fusion were detected. CONCLUSIONS Clinically relevant genomic alterations are detectable using CSF-derived cfDNA across a range of pediatric brain tumors. Next-generation sequencing platforms are capable of producing a high yield of DNA alterations with 100% concordance rate with tissue analysis.
Collapse
Affiliation(s)
- Rebecca Ronsley
- Division of Hematology/Oncology, Department of Pediatrics, Seattle Children's Hospital, University of Washington, Seattle, WA, US.
- Ben Towne Center for Childhood Cancer Research, Seattle Children's Research Institute, Seattle, WA, US.
- Fred Hutchinson Cancer Research Center, Seattle, WA, US.
- Seattle Children's Hospital, Mail Stop MB.8.501, 4800 Sand Point Way NE, Seattle, WA, 98105, USA.
| | - Kristine A Karvonen
- Division of Hematology/Oncology, Department of Pediatrics, Seattle Children's Hospital, University of Washington, Seattle, WA, US
- Ben Towne Center for Childhood Cancer Research, Seattle Children's Research Institute, Seattle, WA, US
- Fred Hutchinson Cancer Research Center, Seattle, WA, US
| | - Bonnie Cole
- Department of Laboratories, Seattle Children's Hospital, University of Washington, Seattle, WA, US
- Department of Laboratory Medicine and Pathology, University of Washington School of Medicine, Seattle, WA, US
| | - Vera Paulson
- Department of Laboratory Medicine and Pathology, University of Washington School of Medicine, Seattle, WA, US
- Genetics and Solid Tumor Laboratory, Department of Laboratory Medicine and Pathology, University of Washington School of Medicine, Seattle, WA, USA
| | - Jeff Stevens
- Division of Hematology/Oncology, Department of Pediatrics, Seattle Children's Hospital, University of Washington, Seattle, WA, US
- Ben Towne Center for Childhood Cancer Research, Seattle Children's Research Institute, Seattle, WA, US
| | - Erin E Crotty
- Division of Hematology/Oncology, Department of Pediatrics, Seattle Children's Hospital, University of Washington, Seattle, WA, US
- Ben Towne Center for Childhood Cancer Research, Seattle Children's Research Institute, Seattle, WA, US
- Fred Hutchinson Cancer Research Center, Seattle, WA, US
| | - Jason Hauptman
- Division of Neurosurgery, Department of Neurological Surgery, Seattle Children's Hospital, University of Washington, Seattle, WA, US
| | - Amy Lee
- Division of Neurosurgery, Department of Neurological Surgery, Seattle Children's Hospital, University of Washington, Seattle, WA, US
| | - Shannon M Stasi
- Department of Laboratories, Seattle Children's Hospital, University of Washington, Seattle, WA, US
| | - Christina M Lockwood
- Department of Laboratory Medicine and Pathology, University of Washington School of Medicine, Seattle, WA, US
- Genetics and Solid Tumor Laboratory, Department of Laboratory Medicine and Pathology, University of Washington School of Medicine, Seattle, WA, USA
| | - Sarah E S Leary
- Division of Hematology/Oncology, Department of Pediatrics, Seattle Children's Hospital, University of Washington, Seattle, WA, US
- Ben Towne Center for Childhood Cancer Research, Seattle Children's Research Institute, Seattle, WA, US
- Fred Hutchinson Cancer Research Center, Seattle, WA, US
| |
Collapse
|
31
|
Mikolajewicz N, Yee PP, Bhanja D, Trifoi M, Miller AM, Metellus P, Bagley SJ, Balaj L, de Macedo Filho LJM, Zacharia BE, Aregawi D, Glantz M, Weller M, Ahluwalia MS, Kislinger T, Mansouri A. Systematic Review of Cerebrospinal Fluid Biomarker Discovery in Neuro-Oncology: A Roadmap to Standardization and Clinical Application. J Clin Oncol 2024; 42:1961-1974. [PMID: 38608213 DOI: 10.1200/jco.23.01621] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2023] [Revised: 01/17/2024] [Accepted: 02/26/2024] [Indexed: 04/14/2024] Open
Abstract
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.
Collapse
Affiliation(s)
- Nicholas Mikolajewicz
- Peter Gilgan Centre for Research and Learning, Hospital for Sick Children, Toronto, ON, Canada
- Department of Molecular Genetics, University of Toronto, Toronto, ON, Canada
| | - Patricia P Yee
- Medical Scientist Training Program, Penn State College of Medicine, Hershey, PA
| | - Debarati Bhanja
- Department of Neurosurgery, Penn State Milton S. Hershey Medical Center, Hershey, PA
| | - Mara Trifoi
- Department of Neurosurgery, Penn State Milton S. Hershey Medical Center, Hershey, PA
| | - Alexandra M Miller
- Departments of Neurology and Pediatrics, Memorial Sloan Kettering Cancer Center, Manhattan, NY
| | - Philippe Metellus
- Department of Neurosurgery, Ramsay Santé, Hôpital Privé Clairval, Marseille, France
| | - Stephen J Bagley
- University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
| | - Leonora Balaj
- Department of Neurosurgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA
| | | | - Brad E Zacharia
- Department of Neurosurgery, Penn State Milton S. Hershey Medical Center, Hershey, PA
| | - Dawit Aregawi
- Department of Neurosurgery, Penn State Milton S. Hershey Medical Center, Hershey, PA
| | - Michael Glantz
- Department of Neurosurgery, Penn State Milton S. Hershey Medical Center, Hershey, PA
| | - Michael Weller
- Department of Neurology, University Hospital Zurich, Zurich, Switzerland
- Department of Neurology, University of Zurich, Zurich, Switzerland
| | - Manmeet S Ahluwalia
- Miami Cancer Institute, Baptist Health South Florida, Miami, FL
- Herbert Wertheim College of Medicine, Florida International University, Miami, FL
| | - Thomas Kislinger
- Princess Margaret Cancer Centre, Toronto, ON, Canada
- Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada
| | - Alireza Mansouri
- Department of Neurosurgery, Penn State Milton S. Hershey Medical Center, Hershey, PA
| |
Collapse
|
32
|
Azad TD, Nanjo S, Jin MC, Chabon JJ, Kurtz DM, Chaudhuri AA, Connolly ID, Hui ABY, Liu CL, Merriott D, Ko R, Yoo C, Carter J, Chen E, Bonilla R, Hata A, Katakami N, Irie K, Yano S, Okimoto R, Bivona TG, Newman AM, Iv M, Nagpal S, Gephart MH, Alizadeh AA, Diehn M. Quantification of cerebrospinal fluid tumor DNA in lung cancer patients with suspected leptomeningeal carcinomatosis. NPJ Precis Oncol 2024; 8:121. [PMID: 38806586 PMCID: PMC11133465 DOI: 10.1038/s41698-024-00582-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Accepted: 03/28/2024] [Indexed: 05/30/2024] Open
Abstract
Cerebrospinal fluid tumor-derived DNA (CSF-tDNA) analysis is a promising approach for monitoring the neoplastic processes of the central nervous system. We applied a lung cancer-specific sequencing panel (CAPP-Seq) to 81 CSF, blood, and tissue samples from 24 lung cancer patients who underwent lumbar puncture (LP) for suspected leptomeningeal disease (LMD). A subset of the cohort (N = 12) participated in a prospective trial of osimertinib for refractory LMD in which serial LPs were performed before and during treatment. CSF-tDNA variant allele fractions (VAFs) were significantly higher than plasma circulating tumor DNA (ctDNA) VAFs (median CSF-tDNA, 32.7%; median plasma ctDNA, 1.8%; P < 0.0001). Concentrations of tumor DNA in CSF and plasma were positively correlated (Spearman's ρ, 0.45; P = 0.03). For LMD diagnosis, cytology was 81.8% sensitive and CSF-tDNA was 91.7% sensitive. CSF-tDNA was also strongly prognostic for overall survival (HR = 7.1; P = 0.02). Among patients with progression on targeted therapy, resistance mutations, such as EGFR T790M and MET amplification, were common in peripheral blood but were rare in time-matched CSF, indicating differences in resistance mechanisms based on the anatomic compartment. In the osimertinib cohort, patients with CNS progression had increased CSF-tDNA VAFs at follow-up LP. Post-osimertinib CSF-tDNA VAF was strongly prognostic for CNS progression (HR = 6.2, P = 0.009). Detection of CSF-tDNA in lung cancer patients with suspected LMD is feasible and may have clinical utility. CSF-tDNA improves the sensitivity of LMD diagnosis, enables improved prognostication, and drives therapeutic strategies that account for spatial heterogeneity in resistance mechanisms.
Collapse
Affiliation(s)
- Tej D Azad
- Department of Neurosurgery, Johns Hopkins University, Baltimore, MD, USA
- Stanford Cancer Institute, Stanford University, Stanford, CA, USA
| | - Shigeki Nanjo
- Department of Medicine, University of California, San Francisco, CA, USA
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, CA, USA
- Department of Respiratory Medicine, Kanazawa University Hospital, Kanazawa, Japan
| | - Michael C Jin
- Stanford Cancer Institute, Stanford University, Stanford, CA, USA
- Division of Oncology, Department of Medicine, Stanford University, Stanford, CA, USA
| | - Jacob J Chabon
- Stanford Cancer Institute, Stanford University, Stanford, CA, USA
| | - David M Kurtz
- Stanford Cancer Institute, Stanford University, Stanford, CA, USA
- Division of Oncology, Department of Medicine, Stanford University, Stanford, CA, USA
| | - Aadel A Chaudhuri
- Department of Radiation Oncology, Mayo Clinic, Rochester, MN, USA
- Mayo Clinic Comprehensive Cancer Center, Rochester, MN, USA
| | - Ian D Connolly
- Department of Neurosurgery, Stanford University, Stanford, CA, USA
| | - Angela Bik-Yu Hui
- Stanford Cancer Institute, Stanford University, Stanford, CA, USA
- Department of Radiation Oncology, Stanford University, Stanford, CA, USA
| | - Chih Long Liu
- Stanford Cancer Institute, Stanford University, Stanford, CA, USA
- Division of Oncology, Department of Medicine, Stanford University, Stanford, CA, USA
| | - David Merriott
- Stanford Cancer Institute, Stanford University, Stanford, CA, USA
- Department of Radiation Oncology, Stanford University, Stanford, CA, USA
| | - Ryan Ko
- Stanford Cancer Institute, Stanford University, Stanford, CA, USA
- Department of Radiation Oncology, Stanford University, Stanford, CA, USA
| | - Christopher Yoo
- Stanford Cancer Institute, Stanford University, Stanford, CA, USA
- Department of Radiation Oncology, Stanford University, Stanford, CA, USA
| | - Justin Carter
- Stanford Cancer Institute, Stanford University, Stanford, CA, USA
- Department of Radiation Oncology, Stanford University, Stanford, CA, USA
| | - Emily Chen
- Stanford Cancer Institute, Stanford University, Stanford, CA, USA
- Department of Radiation Oncology, Stanford University, Stanford, CA, USA
| | - Rene Bonilla
- Stanford Cancer Institute, Stanford University, Stanford, CA, USA
- Department of Radiation Oncology, Stanford University, Stanford, CA, USA
| | - Akito Hata
- Department of Medical Oncology, Kobe Minimally Invasive Cancer Center, Kobe, Japan
| | - Nobuyuki Katakami
- Department of Medical Oncology, Takarazuka City Hospital, Hyogo, Japan
| | - Kei Irie
- Department of Pharmaceutics, Faculty of Pharmaceutical Science, Kobe Gakuin University, Kobe, Japan
| | - Seiji Yano
- Department of Respiratory Medicine, Kanazawa University Hospital, Kanazawa, Japan
| | - Ross Okimoto
- Department of Medicine, University of California, San Francisco, CA, USA
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, CA, USA
| | - Trever G Bivona
- Department of Medicine, University of California, San Francisco, CA, USA
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, CA, USA
| | - Aaron M Newman
- Stanford Cancer Institute, Stanford University, Stanford, CA, USA
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University, Stanford, CA, USA
| | - Michael Iv
- Department of Radiology, Stanford University, Stanford, CA, USA
| | - Seema Nagpal
- Department of Neurology, Stanford University, Stanford, CA, USA
| | | | - Ash A Alizadeh
- Stanford Cancer Institute, Stanford University, Stanford, CA, USA.
- Division of Oncology, Department of Medicine, Stanford University, Stanford, CA, USA.
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University, Stanford, CA, USA.
| | - Maximilian Diehn
- Stanford Cancer Institute, Stanford University, Stanford, CA, USA.
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University, Stanford, CA, USA.
- Department of Radiation Oncology, Stanford University, Stanford, CA, USA.
| |
Collapse
|
33
|
Silver BB, Brooks A, Gerrish K, Tokar EJ. Isolation and Characterization of Cell-Free DNA from Cerebral Organoids. Int J Mol Sci 2024; 25:5522. [PMID: 38791569 PMCID: PMC11121789 DOI: 10.3390/ijms25105522] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2024] [Revised: 05/09/2024] [Accepted: 05/13/2024] [Indexed: 05/26/2024] Open
Abstract
Early detection of neurological conditions is critical for timely diagnosis and treatment. Identifying cellular-level changes is essential for implementing therapeutic interventions prior to symptomatic disease onset. However, monitoring brain tissue directly through biopsies is invasive and poses a high risk. Bodily fluids such as blood or cerebrospinal fluid contain information in many forms, including proteins and nucleic acids. In particular, cell-free DNA (cfDNA) has potential as a versatile neurological biomarker. Yet, our knowledge of cfDNA released by brain tissue and how cfDNA changes in response to deleterious events within the brain is incomplete. Mapping changes in cfDNA to specific cellular events is difficult in vivo, wherein many tissues contribute to circulating cfDNA. Organoids are tractable systems for examining specific changes consistently in a human background. However, few studies have investigated cfDNA released from organoids. Here, we examined cfDNA isolated from cerebral organoids. We found that cerebral organoids release quantities of cfDNA sufficient for downstream analysis with droplet-digital PCR and whole-genome sequencing. Further, gene ontology analysis of genes aligning with sequenced cfDNA fragments revealed associations with terms related to neurodevelopment and autism spectrum disorder. We conclude that cerebral organoids hold promise as tools for the discovery of cfDNA biomarkers related to neurodevelopmental and neurological disorders.
Collapse
Affiliation(s)
- Brian B. Silver
- Mechanistic Toxicology Branch, Division of Translational Toxicology, National Institute of Environmental Health Sciences, Research Triangle Park, Durham, NC 27709, USA
- Molecular Genomics Core, Division of Intramural Research, National Institute of Environmental Health Sciences, Research Triangle Park, Durham, NC 27709, USA;
| | - Ashley Brooks
- Biostatistics and Computational Biology Branch, Division of Intramural Research, National Institute of Environmental Health Sciences, Research Triangle Park, Durham, NC 27709, USA;
| | - Kevin Gerrish
- Molecular Genomics Core, Division of Intramural Research, National Institute of Environmental Health Sciences, Research Triangle Park, Durham, NC 27709, USA;
| | - Erik J. Tokar
- Mechanistic Toxicology Branch, Division of Translational Toxicology, National Institute of Environmental Health Sciences, Research Triangle Park, Durham, NC 27709, USA
| |
Collapse
|
34
|
Riviere-Cazaux C, Graser CJ, Warrington AE, Hoplin MD, Andersen KM, Malik N, Palmer EA, Carlstrom LP, Dasari S, Munoz-Casabella A, Ikram S, Ghadimi K, Himes BT, Jusue-Torres I, Sarkaria JN, Meyer FB, Van Gompel JJ, Kizilbash SH, Sener U, Michor F, Campian JL, Parney IF, Burns TC. The dynamic impact of location and resection on the glioma CSF proteome. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.05.15.24307463. [PMID: 38798641 PMCID: PMC11118641 DOI: 10.1101/2024.05.15.24307463] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2024]
Abstract
While serial sampling of glioma tissue is rarely performed prior to recurrence, cerebrospinal fluid (CSF) is an underutilized longitudinal source of candidate glioma biomarkers for understanding therapeutic impacts. However, the impact of key variables to consider in longitudinal CSF samples, including anatomical location and post-surgical changes, remains unknown. To that end, pre- versus post-resection intracranial CSF samples were obtained at early (1-16 days; n=20) or delayed (86-153 days; n=11) timepoints for patients with glioma. Paired lumbar-versus-intracranial glioma CSF samples were also obtained (n=14). Using aptamer-based proteomics, we identify significant differences in the CSF proteome between lumbar, subarachnoid, and ventricular CSF. Our analysis of serial intracranial CSF samples suggests the early potential for disease monitoring and evaluation of pharmacodynamic impact of targeted therapies. Importantly, we found that resection had a significant, evolving longitudinal impact on the CSF proteome. Proteomic data are provided with individual clinical annotations as a resource for the field. One Sentence Summary Glioma cerebrospinal fluid (CSF) accessed intra-operatively and longitudinally via devices can reveal impacts of treatment and anatomical location.
Collapse
|
35
|
Mueller S, Kline C, Franson A, van der Lugt J, Prados M, Waszak SM, Plasschaert SLA, Molinaro AM, Koschmann C, Nazarian J. Rational combination platform trial design for children and young adults with diffuse midline glioma: A report from PNOC. Neuro Oncol 2024; 26:S125-S135. [PMID: 38124481 PMCID: PMC11066905 DOI: 10.1093/neuonc/noad181] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Indexed: 12/23/2023] Open
Abstract
Background Diffuse midline glioma (DMG) is a devastating pediatric brain tumor unresponsive to hundreds of clinical trials. Approximately 80% of DMGs harbor H3K27M oncohistones, which reprogram the epigenome to increase the metabolic profile of the tumor cells. Methods We have previously shown preclinical efficacy of targeting both oxidative phosphorylation and glycolysis through treatment with ONC201, which activates the mitochondrial protease ClpP, and paxalisib, which inhibits PI3K/mTOR, respectively. Results ONC201 and paxalisib combination treatment aimed at inducing metabolic distress led to the design of the first DMG-specific platform trial PNOC022 (NCT05009992). Conclusions Here, we expand on the PNOC022 rationale and discuss various considerations, including liquid biome, microbiome, and genomic biomarkers, quality-of-life endpoints, and novel imaging modalities, such that we offer direction on future clinical trials in DMG.
Collapse
Affiliation(s)
- Sabine Mueller
- Department of Neurology, Neurosurgery and Pediatrics, University of California, San Francisco, California, USA
| | - Cassie Kline
- Division of Oncology, Department of Pediatrics, Children’s Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Andrea Franson
- Department of Pediatrics, University of Michigan, Ann Arbor, Michigan, USA
| | | | - Michael Prados
- Department of Neurosurgery and Pediatrics, University of California, San Francisco, San Francisco, California, USA
| | - Sebastian M Waszak
- Department of Neurology, University of California, San Francisco, San Francisco, California, USA
- Laboratory of Computational Neuro-Oncology, Swiss Institute for Experimental Cancer Research, School of Life Sciences, École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
| | | | - Annette M Molinaro
- Division of Biomedical Statistics and Informatics, Department of Neurosurgery, University of California, San Francisco, San Francisco, California, USA
| | - Carl Koschmann
- Department of Pediatrics, University of Michigan, Ann Arbor, Michigan, USA
| | - Javad Nazarian
- Research Center for Genetic Medicine, Children’s National Health System, Washington, District of Columbia, USA
- Brain Tumor Institute, Children’s National Health System, Washington, District of Columbia, USA
- DMG Research Center, Department of Pediatrics, University Children’s Hospital, University of Zurich, Zürich, Switzerland
| |
Collapse
|
36
|
Korte B, Mathios D. Innovation in Non-Invasive Diagnosis and Disease Monitoring for Meningiomas. Int J Mol Sci 2024; 25:4195. [PMID: 38673779 PMCID: PMC11050588 DOI: 10.3390/ijms25084195] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2024] [Revised: 03/26/2024] [Accepted: 04/07/2024] [Indexed: 04/28/2024] Open
Abstract
Meningiomas are tumors of the central nervous system that vary in their presentation, ranging from benign and slow-growing to highly aggressive. The standard method for diagnosing and classifying meningiomas involves invasive surgery and can fail to provide accurate prognostic information. Liquid biopsy methods, which exploit circulating tumor biomarkers such as DNA, extracellular vesicles, micro-RNA, proteins, and more, offer a non-invasive and dynamic approach for tumor classification, prognostication, and evaluating treatment response. Currently, a clinically approved liquid biopsy test for meningiomas does not exist. This review provides a discussion of current research and the challenges of implementing liquid biopsy techniques for advancing meningioma patient care.
Collapse
Affiliation(s)
- Brianna Korte
- Department of Neurosurgery, Washington University Medical Campus, St. Louis, MO 63110, USA
| | - Dimitrios Mathios
- Department of Neurosurgery, Washington University Medical Campus, St. Louis, MO 63110, USA
| |
Collapse
|
37
|
Valerius AR, Webb MJ, Hammad N, Sener U, Malani R. Cerebrospinal Fluid Liquid Biopsies in the Evaluation of Adult Gliomas. Curr Oncol Rep 2024; 26:377-390. [PMID: 38488990 DOI: 10.1007/s11912-024-01517-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/05/2024] [Indexed: 03/17/2024]
Abstract
PURPOSE OF REVIEW This review aims to discuss recent research regarding the biomolecules explored in liquid biopsies and their potential clinical uses for adult-type diffuse gliomas. RECENT FINDINGS Evaluation of tumor biomolecules via cerebrospinal fluid (CSF) is an emerging technology in neuro-oncology. Studies to date have already identified various circulating tumor DNA, extracellular vesicle, micro-messenger RNA and protein biomarkers of interest. These biomarkers show potential to assist in multiple avenues of central nervous system (CNS) tumor evaluation, including tumor differentiation and diagnosis, treatment selection, response assessment, detection of tumor progression, and prognosis. In addition, CSF liquid biopsies have the potential to better characterize tumor heterogeneity compared to conventional tissue collection and CNS imaging. Current imaging modalities are not sufficient to establish a definitive glioma diagnosis and repeated tissue sampling via conventional biopsy is risky, therefore, there is a great need to improve non-invasive and minimally invasive sampling methods. CSF liquid biopsies represent a promising, minimally invasive adjunct to current approaches which can provide diagnostic and prognostic information as well as aid in response assessment.
Collapse
Affiliation(s)
| | - Mason J Webb
- Department of Medical Oncology, Mayo Clinic, Rochester, MN, USA
| | - Nouran Hammad
- Jordan University of Science and Technology School of Medicine, Irbid, Jordan
| | - Ugur Sener
- Department of Neurology, Department of Medical Oncology, Mayo Clinic, Rochester, MN, USA
| | - Rachna Malani
- University of UT - Huntsman Cancer Institute (Department of Neurosurgery), Salt Lake City, UT, USA
| |
Collapse
|
38
|
Sacino AN, Chen H, Sahgal A, Bettegowda C, Rhines LD, Maralani P, Redmond KJ. Stereotactic body radiation therapy for spinal metastases: A new standard of care. Neuro Oncol 2024; 26:S76-S87. [PMID: 38437670 PMCID: PMC10911798 DOI: 10.1093/neuonc/noad225] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/06/2024] Open
Abstract
Advancements in systemic therapies for patients with metastatic cancer have improved overall survival and, hence, the number of patients living with spinal metastases. As a result, the need for more versatile and personalized treatments for spinal metastases to optimize long-term pain and local control has become increasingly important. Stereotactic body radiation therapy (SBRT) has been developed to meet this need by providing precise and conformal delivery of ablative high-dose-per-fraction radiation in few fractions while minimizing risk of toxicity. Additionally, advances in minimally invasive surgical techniques have also greatly improved care for patients with epidural disease and/or unstable spines, which may then be combined with SBRT for durable local control. In this review, we highlight the indications and controversies of SBRT along with new surgical techniques for the treatment of spinal metastases.
Collapse
Affiliation(s)
- Amanda N Sacino
- Department of Neurosurgery, John Hopkins University, Baltimore, Maryland, USA
| | - Hanbo Chen
- Department of Radiation Oncology, Odette Cancer Centre, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada
| | - Arjun Sahgal
- Department of Radiation Oncology, Odette Cancer Centre, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada
| | - Chetan Bettegowda
- Department of Neurosurgery, John Hopkins University, Baltimore, Maryland, USA
| | - Laurence D Rhines
- Department of Neurosurgery, MD Anderson Cancer Center, Houston, Texas, USA
| | - Pejman Maralani
- Department of Medical Imaging, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada
| | - Kristin J Redmond
- Department of Radiation and Molecular Oncology, John Hopkins University, Baltimore, Maryland, USA
| |
Collapse
|
39
|
Wang H, Yang S, Chen L, Li Y, He P, Wang G, Dong H, Ma P, Ding G. Tumor diagnosis using carbon-based quantum dots: Detection based on the hallmarks of cancer. Bioact Mater 2024; 33:174-222. [PMID: 38034499 PMCID: PMC10684566 DOI: 10.1016/j.bioactmat.2023.10.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Revised: 09/15/2023] [Accepted: 10/05/2023] [Indexed: 12/02/2023] Open
Abstract
Carbon-based quantum dots (CQDs) have been shown to have promising application value in tumor diagnosis. Their use, however, is severely hindered by the complicated nature of the nanostructures in the CQDs. Furthermore, it seems impossible to formulate the mechanisms involved using the inadequate theoretical frameworks that are currently available for CQDs. In this review, we re-consider the structure-property relationships of CQDs and summarize the current state of development of CQDs-based tumor diagnosis based on biological theories that are fully developed. The advantages and deficiencies of recent research on CQDs-based tumor diagnosis are thus explained in terms of the manifestation of nine essential changes in cell physiology. This review makes significant progress in addressing related problems encountered with other nanomaterials.
Collapse
Affiliation(s)
- Hang Wang
- National Key Laboratory of Materials for Integrated Circuit, Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai, 200050, PR China
- CAS Center for Excellence in Superconducting Electronics (CENSE), Chinese Academy of Sciences, Shanghai, 200050, PR China
- Center of Materials Science and Optoelectronics Engineering, University of Chinese Academy of Sciences (UCAS), Beijing, 100049, PR China
| | - Siwei Yang
- National Key Laboratory of Materials for Integrated Circuit, Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai, 200050, PR China
- Center of Materials Science and Optoelectronics Engineering, University of Chinese Academy of Sciences (UCAS), Beijing, 100049, PR China
| | - Liangfeng Chen
- National Key Laboratory of Materials for Integrated Circuit, Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai, 200050, PR China
- Center of Materials Science and Optoelectronics Engineering, University of Chinese Academy of Sciences (UCAS), Beijing, 100049, PR China
| | - Yongqiang Li
- National Key Laboratory of Materials for Integrated Circuit, Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai, 200050, PR China
- Center of Materials Science and Optoelectronics Engineering, University of Chinese Academy of Sciences (UCAS), Beijing, 100049, PR China
| | - Peng He
- National Key Laboratory of Materials for Integrated Circuit, Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai, 200050, PR China
- Center of Materials Science and Optoelectronics Engineering, University of Chinese Academy of Sciences (UCAS), Beijing, 100049, PR China
| | - Gang Wang
- Department of Microelectronic Science and Engineering, School of Physical Science and Technology, Ningbo University, Ningbo, 315211, PR China
| | - Hui Dong
- National Key Laboratory of Materials for Integrated Circuit, Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai, 200050, PR China
- CAS Center for Excellence in Superconducting Electronics (CENSE), Chinese Academy of Sciences, Shanghai, 200050, PR China
- Center of Materials Science and Optoelectronics Engineering, University of Chinese Academy of Sciences (UCAS), Beijing, 100049, PR China
| | - Peixiang Ma
- Shanghai Key Laboratory of Orthopedic Implants, Department of Orthopedic Surgery, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200011, PR China
| | - Guqiao Ding
- National Key Laboratory of Materials for Integrated Circuit, Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai, 200050, PR China
- Center of Materials Science and Optoelectronics Engineering, University of Chinese Academy of Sciences (UCAS), Beijing, 100049, PR China
| |
Collapse
|
40
|
Otsuji R, Fujioka Y, Hata N, Kuga D, Hatae R, Sangatsuda Y, Nakamizo A, Mizoguchi M, Yoshimoto K. Liquid Biopsy for Glioma Using Cell-Free DNA in Cerebrospinal Fluid. Cancers (Basel) 2024; 16:1009. [PMID: 38473369 PMCID: PMC10930790 DOI: 10.3390/cancers16051009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2023] [Revised: 02/24/2024] [Accepted: 02/27/2024] [Indexed: 03/14/2024] Open
Abstract
Glioma is one of the most common primary central nervous system (CNS) tumors, and its molecular diagnosis is crucial. However, surgical resection or biopsy is risky when the tumor is located deep in the brain or brainstem. In such cases, a minimally invasive approach to liquid biopsy is beneficial. Cell-free DNA (cfDNA), which directly reflects tumor-specific genetic changes, has attracted attention as a target for liquid biopsy, and blood-based cfDNA monitoring has been demonstrated for other extra-cranial cancers. However, it is still challenging to fully detect CNS tumors derived from cfDNA in the blood, including gliomas, because of the unique structure of the blood-brain barrier. Alternatively, cerebrospinal fluid (CSF) is an ideal source of cfDNA and is expected to contribute significantly to the liquid biopsy of gliomas. Several successful studies have been conducted to detect tumor-specific genetic alterations in cfDNA from CSF using digital PCR and/or next-generation sequencing. This review summarizes the current status of CSF-based cfDNA-targeted liquid biopsy for gliomas. It highlights how the approaches differ from liquid biopsies of other extra-cranial cancers and discusses the current issues and prospects.
Collapse
Affiliation(s)
- Ryosuke Otsuji
- Department of Neurosurgery, Graduate School of Medical Sciences, Kyushu University, Fukuoka 812-8582, Japan
| | - Yutaka Fujioka
- Department of Neurosurgery, Graduate School of Medical Sciences, Kyushu University, Fukuoka 812-8582, Japan
| | - Nobuhiro Hata
- Department of Neurosurgery, Oita University Faculty of Medicine, Yufu 879-5593, Japan
| | - Daisuke Kuga
- Department of Neurosurgery, Graduate School of Medical Sciences, Kyushu University, Fukuoka 812-8582, Japan
| | - Ryusuke Hatae
- Department of Neurosurgery, Graduate School of Medical Sciences, Kyushu University, Fukuoka 812-8582, Japan
| | - Yuhei Sangatsuda
- Department of Neurosurgery, Graduate School of Medical Sciences, Kyushu University, Fukuoka 812-8582, Japan
| | - Akira Nakamizo
- Department of Neurosurgery, Graduate School of Medical Sciences, Kyushu University, Fukuoka 812-8582, Japan
| | - Masahiro Mizoguchi
- Department of Neurosurgery, Graduate School of Medical Sciences, Kyushu University, Fukuoka 812-8582, Japan
- Department of Neurosurgery, National Hospital Organization Kyushu Medical Center, Clinical Research Institute, Fukuoka 810-8563, Japan
| | - Koji Yoshimoto
- Department of Neurosurgery, Graduate School of Medical Sciences, Kyushu University, Fukuoka 812-8582, Japan
| |
Collapse
|
41
|
Yang Z, Sun L, Chen H, Sun C, Xia L. New progress in the treatment of diffuse midline glioma with H3K27M alteration. Heliyon 2024; 10:e24877. [PMID: 38312649 PMCID: PMC10835306 DOI: 10.1016/j.heliyon.2024.e24877] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2023] [Revised: 01/15/2024] [Accepted: 01/16/2024] [Indexed: 02/06/2024] Open
Abstract
Diffuse midline glioma with H3K27 M alteration is a primary malignant tumor located along the linear structure of the brain, predominantly manifesting in children and adolescents. The mortality rate is exceptionally high, with a mere 1 % 5-year survival rate for newly diagnosed patients. Beyond conventional surgery, radiotherapy, and chemotherapy, novel approaches are imperative to enhance patient prognosis. This article comprehensively reviews current innovative treatment modalities and provides updates on the latest research advancements in preclinical studies and clinical trials focusing on H3K27M-altered diffuse midline glioma. The goal is to contribute positively to clinical treatment strategies.
Collapse
Affiliation(s)
- Zhi Yang
- Department of Neurosurgery, Cancer Hospital of University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, 310022, China
- Postgraduate Training Base Alliance of Wenzhou Medical University, WenZhou, 325035, Zhejiang province, China
| | - Liang Sun
- Department of Neurosurgery, Cancer Hospital of University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, 310022, China
- Postgraduate Training Base Alliance of Wenzhou Medical University, WenZhou, 325035, Zhejiang province, China
| | - Haibin Chen
- Department of Neurosurgery, Cancer Hospital of University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, 310022, China
- Postgraduate Training Base Alliance of Wenzhou Medical University, WenZhou, 325035, Zhejiang province, China
| | - Caixing Sun
- Department of Neurosurgery, Cancer Hospital of University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, 310022, China
- Postgraduate Training Base Alliance of Wenzhou Medical University, WenZhou, 325035, Zhejiang province, China
| | - Liang Xia
- Department of Neurosurgery, Cancer Hospital of University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, 310022, China
- Postgraduate Training Base Alliance of Wenzhou Medical University, WenZhou, 325035, Zhejiang province, China
| |
Collapse
|
42
|
Jones JJ, Jones KL, Wong SQ, Whittle J, Goode D, Nguyen H, Iaria J, Stylli S, Towner J, Pieters T, Gaillard F, Kaye AH, Drummond KJ, Morokoff AP. Plasma ctDNA enables early detection of temozolomide resistance mutations in glioma. Neurooncol Adv 2024; 6:vdae041. [PMID: 38596716 PMCID: PMC11003533 DOI: 10.1093/noajnl/vdae041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/11/2024] Open
Abstract
Background Liquid biopsy based on circulating tumor DNA (ctDNA) is a novel tool in clinical oncology, however, its use has been limited in glioma to date, due to low levels of ctDNA. In this study, we aimed to demonstrate that sequencing techniques optimized for liquid biopsy in glioma patients can detect ctDNA in plasma with high sensitivity and with potential clinical utility. Methods We investigated 10 glioma patients with tumor tissue available from at least 2 surgical operations, who had 49 longitudinally collected plasma samples available for analysis. Plasma samples were sequenced with CAPP-seq (AVENIO) and tissue samples with TSO500. Results Glioma-derived ctDNA mutations were detected in 93.8% of plasma samples. 25% of all mutations detected were observed in plasma only. Mutations of the mismatch repair (MMR) genes MSH2 and MSH6 were the most frequent circulating gene alterations seen after temozolomide treatment and were frequently observed to appear in plasma prior to their appearance in tumor tissue at the time of surgery for recurrence. Conclusions This pilot study suggests that plasma ctDNA in glioma is feasible and may provide sensitive and complementary information to tissue biopsy. Furthermore, plasma ctDNA detection of new MMR gene mutations not present in the initial tissue biopsy may provide an early indication of the development of chemotherapy resistance. Additional clinical validation in larger cohorts is needed.
Collapse
Affiliation(s)
- Jordan J Jones
- Department of Surgery, University of Melbourne, Melbourne, Victoria, Australia
- Department of Neurosurgery, Royal Melbourne Hospital, Melbourne, Victoria, Australia
| | - Kate L Jones
- Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
| | - Stephen Q Wong
- Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
| | - James Whittle
- Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
| | - David Goode
- Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
| | - Hong Nguyen
- Department of Surgery, University of Melbourne, Melbourne, Victoria, Australia
| | - Josie Iaria
- Department of Surgery, University of Melbourne, Melbourne, Victoria, Australia
| | - Stan Stylli
- Department of Surgery, University of Melbourne, Melbourne, Victoria, Australia
- Department of Neurosurgery, Royal Melbourne Hospital, Melbourne, Victoria, Australia
| | - James Towner
- Department of Neurosurgery, Royal Melbourne Hospital, Melbourne, Victoria, Australia
| | - Thomas Pieters
- Department of Neurosurgery, Royal Melbourne Hospital, Melbourne, Victoria, Australia
| | - Frank Gaillard
- Department of Radiology, University of Melbourne, Melbourne, Victoria, Australia
| | - Andrew H Kaye
- Department of Surgery, University of Melbourne, Melbourne, Victoria, Australia
- Department of Neurosurgery, Hadassah Hebrew University Hospital, Jerusalem, Israel
| | - Kate J Drummond
- Department of Surgery, University of Melbourne, Melbourne, Victoria, Australia
- Department of Neurosurgery, Royal Melbourne Hospital, Melbourne, Victoria, Australia
| | - Andrew P Morokoff
- Department of Surgery, University of Melbourne, Melbourne, Victoria, Australia
- Department of Neurosurgery, Royal Melbourne Hospital, Melbourne, Victoria, Australia
| |
Collapse
|
43
|
Arjuna S, Shah M, Dono A, Nunez-Rubiano L, Pichardo-Rojas PS, Zhu JJ, Riascos RF, Luthra R, Roy-Chowdhuri S, Duose D, Wang DH, Lang FF, Esquenazi Y, Ballester LY. Rapid detection of mutations in CSF-cfTNA with the Genexus Integrated Sequencer. J Neurooncol 2024; 166:39-49. [PMID: 38160230 PMCID: PMC11264431 DOI: 10.1007/s11060-023-04487-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Accepted: 10/20/2023] [Indexed: 01/03/2024]
Abstract
PURPOSE Genomic alterations are fundamental for molecular-guided therapy in patients with breast and lung cancer. However, the turn-around time of standard next-generation sequencing assays is a limiting factor in the timely delivery of genomic information for clinical decision-making. METHODS In this study, we evaluated genomic alterations in 54 cerebrospinal fluid samples from 33 patients with metastatic lung cancer and metastatic breast cancer to the brain using the Oncomine Precision Assay on the Genexus sequencer. There were nine patients with samples collected at multiple time points. RESULTS Cell-free total nucleic acids (cfTNA) were extracted from CSF (0.1-11.2 ng/μl). Median base coverage was 31,963× with cfDNA input ranging from 2 to 20 ng. Mutations were detected in 30/54 CSF samples. Nineteen (19/24) samples with no mutations detected had suboptimal DNA input (< 20 ng). The EGFR exon-19 deletion and PIK3CA mutations were detected in two patients with increasing mutant allele fraction over time, highlighting the potential of CSF-cfTNA analysis for monitoring patients. Moreover, the EGFR T790M mutation was detected in one patient with prior EGFR inhibitor treatment. Additionally, ESR1 D538G and ESR1::CCDC170 alterations, associated with endocrine therapy resistance, were detected in 2 mBC patients. The average TAT from cfTNA-to-results was < 24 h. CONCLUSION In summary, our results indicate that CSF-cfTNA analysis with the Genexus-OPA can provide clinically relevant information in patients with brain metastases with short TAT.
Collapse
Affiliation(s)
- Srividya Arjuna
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center Houston, Houston, TX, USA
| | - Mauli Shah
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center Houston, Houston, TX, USA
| | - Antonio Dono
- Vivian L. Smith Department of Neurosurgery, McGovern Medical School at UT Health, Houston, TX, USA
| | - Luis Nunez-Rubiano
- Department of Diagnostic and Interventional Imaging, McGovern Medical School at UT Health, Houston, TX, USA
| | - Pavel S Pichardo-Rojas
- Vivian L. Smith Department of Neurosurgery, McGovern Medical School at UT Health, Houston, TX, USA
| | - Jay-Jiguang Zhu
- Vivian L. Smith Department of Neurosurgery, McGovern Medical School at UT Health, Houston, TX, USA
- Memorial Hermann Hospital-TMC, Houston, TX, USA
| | - Roy F Riascos
- Department of Diagnostic and Interventional Imaging, McGovern Medical School at UT Health, Houston, TX, USA
| | - Rajyalakshmi Luthra
- Department of Hematopathology, The University of Texas MD Anderson Cancer Center at Houston, Houston, TX, USA
| | - Sinchita Roy-Chowdhuri
- Department of Pathology, The University of Texas MD Anderson Cancer Center Houston, Houston, TX, USA
| | - Dzifa Duose
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center Houston, Houston, TX, USA
| | - Daniel H Wang
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center Houston, Houston, TX, USA
| | - Frederick F Lang
- Department of Neurosurgery, The University of Texas MD Anderson Cancer Center Houston, Houston, TX, USA
| | - Yoshua Esquenazi
- Vivian L. Smith Department of Neurosurgery, McGovern Medical School at UT Health, Houston, TX, USA.
- Memorial Hermann Hospital-TMC, Houston, TX, USA.
- Center for Precision Health, Vivian L. Smith Department of Neurosurgery, The University of Texas Health Science Center at Houston, Houston, TX, USA.
| | - Leomar Y Ballester
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center Houston, Houston, TX, USA.
- Department of Pathology, The University of Texas MD Anderson Cancer Center Houston, Houston, TX, USA.
- Neuropathology and Molecular Genetic Pathology, Department of Pathology, The University of Texas MD Anderson Cancer Center Houston, Houston, TX, USA.
| |
Collapse
|
44
|
Buccilli B, Rodriguez Molina MA, Redrovan Palomeque DP, Herrera Sabán CA, C Caliwag FM, Contreras Flores CJS, Abeysiriwardana CWJ, Diarte E, Arruarana VS, Calderon Martinez E. Liquid Biopsies for Monitoring Medulloblastoma: Circulating Tumor DNA as a Biomarker for Disease Progression and Treatment Response. Cureus 2024; 16:e51712. [PMID: 38313884 PMCID: PMC10838584 DOI: 10.7759/cureus.51712] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/05/2024] [Indexed: 02/06/2024] Open
Abstract
Pediatric brain tumors, including medulloblastoma (MB), represent a significant challenge in clinical oncology. Early diagnosis, accurate monitoring of therapeutic response, and the detection of minimal residual disease (MRD) are crucial for improving outcomes in these patients. This review aims to explore recent advancements in liquid biopsy techniques for monitoring pediatric brain tumors, with a specific focus on medulloblastoma. The primary research question is how liquid biopsy techniques can be effectively utilized for these purposes. Liquid biopsies, particularly the analysis of circulating tumor DNA (ctDNA) in cerebrospinal fluid (CSF), are investigated as promising noninvasive tools. This comprehensive review examines the components of liquid biopsies, including ctDNA, cell-free DNA (cfDNA), and microRNA (miRNA). Their applications in diagnosis, prognosis, and MRD assessment are critically assessed. The review also discusses the role of liquid biopsies in categorizing medulloblastoma subgroups, risk stratification, and the identification of therapeutic targets. Liquid biopsies have shown promising applications in the pediatric brain tumor field, particularly in medulloblastoma. They offer noninvasive means of diagnosis, monitoring treatment response, and detecting MRD. These biopsies have played a pivotal role in subgroup classification and risk stratification of medulloblastoma patients, aiding in the identification of therapeutic targets. However, challenges related to sensitivity and specificity are noted. In conclusion, this review highlights the growing importance of liquid biopsies, specifically ctDNA analysis in CSF, in pediatric brain tumor management, with a primary focus on medulloblastoma. Liquid biopsies have the potential to revolutionize patient care by enabling early diagnosis, accurate monitoring, and MRD detection. Nevertheless, further research is essential to validate their clinical utility fully. The evolving landscape of liquid biopsy applications underscores their promise in improving outcomes for pediatric brain tumor patients.
Collapse
Affiliation(s)
- Barbara Buccilli
- Department of Human Neuroscience, Sapienza University of Rome, Rome, ITA
- Department of Neurosurgery, Mount Sinai Hospital, New York, USA
| | | | | | - Cindy A Herrera Sabán
- Department of General Practice, Facultad de Ciencias Médicas, Universidad de San Carlos de Guatemala, San Carlos, GTM
| | - Fides M C Caliwag
- Department of General Practice, Ateneo School of Medicine and Public Health, Pasig City, PHL
| | | | | | - Edna Diarte
- Department of Medicine, Universidad Autónoma de Sinaloa, Culiacán, MEX
| | - Victor S Arruarana
- Department of Internal Medicine, Brookdale University Hospital Medical Center, New York, USA
| | | |
Collapse
|
45
|
Pellerino A, Bertero L, Pronello E, Rudà R, Soffietti R. The early recognition and diagnosis of neoplastic meningitis. Expert Rev Neurother 2024; 24:105-116. [PMID: 38145502 DOI: 10.1080/14737175.2023.2295999] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Accepted: 12/06/2023] [Indexed: 12/27/2023]
Abstract
INTRODUCTION The diagnosis and monitoring of leptomeningeal metastases (LM) from solid tumors are challenging, and the combination of neurological symptoms, MRI findings, and cerebrospinal fluid (CSF) cytology does not always allow to achieve a definitive diagnosis. AREAS COVERED This review summarizes the studies that have investigated CSF liquid biopsy to improve the initial diagnosis of LM in case the CSF cytology is negative or only suspicious for tumor cells, and monitoring of tumor response following targeted therapies or immunotherapy. In this regard, the early detection of LM recurrence and the development of resistant mutations are critical issues. Moreover, the early identification of subgroups of patients with a higher risk of LM progression, as well as the correlation of LM burden with survival, are discussed. EXPERT OPINION There is an urgent need of prospective studies to monitor longitudinally LM using CSF liquid biopsy and investigate the role of CTC, ctDNA or novel assays. The optimal setting for the longitudinal CSF and blood collection can be clinical trials focused on the molecular diagnosis of LM as well as the response and monitoring following targeted agents.
Collapse
Affiliation(s)
- Alessia Pellerino
- Division of Neuro-Oncology, Department of Neuroscience "Rita Levi Montalcini", University and City of Health and Science Hospital, Turin, Italy
| | - Luca Bertero
- Pathology Unit, Department of Medical Sciences, University of Turin, Turin, Italy
| | - Edoardo Pronello
- Neurology Unit, Department of Translational Medicine, University of Eastern Piedmont, Novara, Italy
| | - Roberta Rudà
- Division of Neuro-Oncology, Department of Neuroscience "Rita Levi Montalcini", University and City of Health and Science Hospital, Turin, Italy
| | - Riccardo Soffietti
- Department of Oncology, Candiolo Institute for Cancer Research, FPO-IRCCS, Turin, Candiolo, Italy
| |
Collapse
|
46
|
Jones JJ, Nguyen H, Wong SQ, Whittle J, Iaria J, Stylli S, Towner J, Pieters T, Gaillard F, Kaye AH, Drummond KJ, Morokoff AP. Plasma ctDNA liquid biopsy of IDH1, TERTp, and EGFRvIII mutations in glioma. Neurooncol Adv 2024; 6:vdae027. [PMID: 38572065 PMCID: PMC10989869 DOI: 10.1093/noajnl/vdae027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/05/2024] Open
Abstract
Background Circulating tumor DNA has emerging clinical applications in several cancers; however, previous studies have shown low sensitivity in glioma. We investigated if 3 key glioma gene mutations IDH1, TERTp, and EGFRvIII could be reliably detected in plasma by droplet digital polymerase chain reaction (ddPCR) thereby demonstrating the potential of this technique for glioma liquid biopsy. Methods We analyzed 110 glioma patients from our biobank with a total of 359 plasma samples (median 4 samples per patient). DNA was isolated from plasma and analyzed for IDH1, TERTp, and EGFRvIII mutations using ddPCR. Results Total cfDNA was significantly associated with tumor grade, tumor volume, and both overall and progression-free survival for all gliomas as well as the grade 4 glioblastoma subgroup, but was not reliably associated with changes in tumor volume/progression during the patients' postoperative time course. IDH1 mutation was detected with 84% overall sensitivity across all plasma samples and 77% in the preoperative samples alone; however, IDH1 mutation plasma levels were not associated with tumor progression or survival. IDH1m plasma levels were not associated with pre- or postsurgery progression or survival. The TERTp C228T mutation was detected in the plasma ctDNA in 88% but the C250T variant in only 49% of samples. The EGFRvIII mutation was detected in plasma in 5 out of 7 patients (71%) with tissue EGFRvIII mutations in tumor tissue. Conclusions Plasma ctDNA mutations detected with ddPCR provide excellent diagnostic sensitivity for IDH1, TERTp-C228T, and EGFRvIII mutations in glioma patients. Total cfDNA may also assist with prognostic information. Further studies are needed to validate these findings and the clinical role of ctDNA in glioma.
Collapse
Affiliation(s)
- Jordan J Jones
- Department of Surgery, University of Melbourne, Victoria, Australia
- Department of Neurosurgery, Royal Melbourne Hospital, Victoria, Australia
| | - Hong Nguyen
- Department of Surgery, University of Melbourne, Victoria, Australia
| | | | | | - Josie Iaria
- Department of Surgery, University of Melbourne, Victoria, Australia
| | - Stanley Stylli
- Department of Surgery, University of Melbourne, Victoria, Australia
| | - James Towner
- Department of Neurosurgery, Royal Melbourne Hospital, Victoria, Australia
| | - Thomas Pieters
- Department of Neurosurgery, Royal Melbourne Hospital, Victoria, Australia
| | - Frank Gaillard
- Department of Radiology, University of Melbourne, Victoria, Australia
| | - Andrew H Kaye
- Department of Surgery, University of Melbourne, Victoria, Australia
- Department of Neurosurgery, Royal Melbourne Hospital, Victoria, Australia
| | - Katharine J Drummond
- Department of Surgery, University of Melbourne, Victoria, Australia
- Department of Neurosurgery, Royal Melbourne Hospital, Victoria, Australia
| | - Andrew P Morokoff
- Department of Surgery, University of Melbourne, Victoria, Australia
- Department of Neurosurgery, Royal Melbourne Hospital, Victoria, Australia
| |
Collapse
|
47
|
Dai L, Jing Z, Zhu Y, Deng K, Ma L. Genome-wide analysis of circulating tumor DNA methylation profiles in cerebrospinal fluid: a clinical trial of oncolytic virus for glioblastoma. Am J Cancer Res 2023; 13:5950-5965. [PMID: 38187045 PMCID: PMC10767359] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Accepted: 10/11/2023] [Indexed: 01/09/2024] Open
Abstract
Glioblastoma (GBM) is a common malignant tumor of the central nervous system with a poor prognosis and a short survival period. A novel tumor oncolytic virus, Ad-TD-nsIL-12, has manifested anti-tumor properties in preclinical studies. However, the genetic changes caused by Ad-TD-nsIL-12 after GBM treatment are unclear. Therefore, we collected cerebrospinal fluid and tumor tissues from patients injected with Ad-TD-nsIL-12 at different time points and analyzed the methylation and expression profiles of cerebrospinal fluid-derived circulating tumor DNA (ctDNA). The differential genes were screened using the least absolute selection and shrinkage operator (LASSO) and Cox regression analyses. The CIBERSORT algorithm was used to assess the abundance of glioma immune cell infiltration in The Cancer Genome Atlas (TCGA) dataset. The role of hub genes in the diagnosis, prognosis, and immune cell correlation was analyzed using R software, SPSS software, and GraphPad Prism. The results showed that after Ad-TD-nsIL-12 injection, 3631 differential methylation regions (DMRs) were up-regulated and 497 DMRs were down-regulated. The methylation levels of these DMRs recovered within 70 to 82 days. Combined with the TCGA dataset, 8 key genes were selected for the construction of diagnostic and prognostic models. There was a significant correlation between core genes and immune cells. The results revealed that the hub genes in CSF could be used as a biomarker for the diagnosis and prognosis of GBM and led us to speculate the effect of the hub gene on the immune mechanism underlying Ad-TD-nsIL-12.
Collapse
Affiliation(s)
- Lin Dai
- Department of Neurosurgery, Binzhou Medical University HospitalBinzhou 256603, Shandong, P. R. China
| | - Zixuan Jing
- Department of Neurosurgery, Binzhou Medical University HospitalBinzhou 256603, Shandong, P. R. China
| | - Yi Zhu
- Department of Neurosurgery, Binzhou Medical University HospitalBinzhou 256603, Shandong, P. R. China
| | - Kaihan Deng
- Department of Neurosurgery, Binzhou Medical University HospitalBinzhou 256603, Shandong, P. R. China
| | - Lixin Ma
- Department of Neurosurgery, Beijing Chaoyang Hospital, Capital Medical UniversityBeijing 100020, P. R. China
- Department of Neurosurgery, Sanbo Brain Hospital, Capital Medical UniversityBeijing 100093, P. R. China
| |
Collapse
|
48
|
Kumthekar P, Le Rhun E. Brain Metastases and Leptomeningeal Disease. Continuum (Minneap Minn) 2023; 29:1727-1751. [PMID: 38085896 DOI: 10.1212/con.0000000000001354] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2023]
Abstract
OBJECTIVE Central nervous system (CNS) metastases include brain parenchymal, spinal cord, and leptomeningeal metastases. This article discusses the diagnostic and therapeutic advances of the last decade that have improved outcomes for patients with these CNS metastases. LATEST DEVELOPMENTS The diagnostic tools for CNS metastases, particularly leptomeningeal disease, have evolved over the past decade with respect to advancements in CSF analysis. Multiple medical therapies are now available for brain metastasis treatment that have shown CNS efficacy, including targeted therapies and antibody-drug conjugates. Molecular testing for CNS metastases has become more common and the repertoire of molecularly targeted therapies continues to expand. Advancements in radiation therapy, including improvements in stereotactic radiation techniques, whole-brain radiation with hippocampal avoidance, and proton beam radiation, have changed the radiation management of patients with CNS metastases. New intrathecal agents are currently being tested for the management of leptomeningeal metastases. ESSENTIAL POINTS CNS metastases are far more common than primary brain tumors and are increasing in prevalence in the setting of improved treatments and prolonged survival in patients with systemic cancers. There have been many changes in the diagnostics and treatment of CNS metastases, yielding subsequent improvements in patient outcomes with further advancements on the horizon.
Collapse
|
49
|
Erez N, Furth N, Fedyuk V, Wadden J, Aittaleb R, Schwark K, Niculcea M, Miclea M, Mody R, Franson A, Eze A, Nourmohammadi N, Nazarian J, Venneti S, Koschmann C, Shema E. Single-molecule systems for detection and monitoring of plasma circulating nucleosomes and oncoproteins in Diffuse Midline Glioma. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.11.21.568019. [PMID: 38045418 PMCID: PMC10690213 DOI: 10.1101/2023.11.21.568019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/05/2023]
Abstract
The analysis of cell-free tumor DNA (ctDNA) and proteins in the blood of cancer patients potentiates a new generation of non-invasive diagnostics and treatment monitoring approaches. However, confident detection of these tumor-originating markers is challenging, especially in the context of brain tumors, in which extremely low amounts of these analytes circulate in the patient's plasma. Here, we applied a sensitive single-molecule technology to profile multiple histone modifications on millions of individual nucleosomes from the plasma of Diffuse Midline Glioma (DMG) patients. The system reveals epigenetic patterns that are unique to DMG, significantly differentiating this group of patients from healthy subjects or individuals diagnosed with other cancer types. We further develop a method to directly capture and quantify the tumor-originating oncoproteins, H3-K27M and mutant p53, from the plasma of children diagnosed with DMG. This single-molecule system allows for accurate molecular classification of patients, utilizing less than 1ml of liquid-biopsy material. Furthermore, we show that our simple and rapid detection strategy correlates with MRI measurements and droplet-digital PCR (ddPCR) measurements of ctDNA, highlighting the utility of this approach for non-invasive treatment monitoring of DMG patients. This work underscores the clinical potential of single-molecule-based, multi-parametric assays for DMG diagnosis and treatment monitoring.
Collapse
|
50
|
Brozos-Vázquez EM, Rodríguez-López C, Cortegoso-Mosquera A, López-Landrove S, Muinelo-Romay L, García-González J, López-López R, León-Mateos L. Immunotherapy in patients with brain metastasis: advances and challenges for the treatment and the application of circulating biomarkers. Front Immunol 2023; 14:1221113. [PMID: 38022574 PMCID: PMC10654987 DOI: 10.3389/fimmu.2023.1221113] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Accepted: 10/17/2023] [Indexed: 12/01/2023] Open
Abstract
The central nervous system (CNS) is one of the most frequent metastatic sites of various cancers, including lung cancer, breast cancer and melanoma. The development of brain metastases requires a specific therapeutic approach and is associated with high mortality and morbidity in cancer patients. Advances in precision medicine and the introduction in recent years of new drugs, such as immunotherapy, have made it possible to improve the prognosis of these patients by improving survival and quality of life. New diagnostic techniques such as liquid biopsy allow real-time monitoring of tumor evolution, providing molecular information on prognostic and predictive biomarkers of response to treatment in blood or other fluids. In this review, we perform an exhaustive update of the clinical trials that demonstrate the utility of immunotherapy in patients with brain metastases and the potential of circulating biomarkers to improving the results of efficacy and toxicity in this subgroup of patients.
Collapse
Affiliation(s)
- E M Brozos-Vázquez
- Medical Oncology Department, Complexo Hospitalario Universitario de Santiago de Compostela, Santiago de Compostela, Spain
- Medical Oncology Department, Complexo Hospitalario Universitario de A Coruña, Santiago de Compostela, Spain
- ONCOMET, Instituto de Investigación Sanitaria de Santiago, Santiago de Compostela, Spain
- CIBERONC, Madrid, Spain
| | - C Rodríguez-López
- Medical Oncology Department, Complexo Hospitalario Universitario de Santiago de Compostela, Santiago de Compostela, Spain
- ONCOMET, Instituto de Investigación Sanitaria de Santiago, Santiago de Compostela, Spain
- CIBERONC, Madrid, Spain
| | - A Cortegoso-Mosquera
- Medical Oncology Department, Complexo Hospitalario Universitario de Santiago de Compostela, Santiago de Compostela, Spain
- ONCOMET, Instituto de Investigación Sanitaria de Santiago, Santiago de Compostela, Spain
- CIBERONC, Madrid, Spain
| | - S López-Landrove
- ONCOMET, Instituto de Investigación Sanitaria de Santiago, Santiago de Compostela, Spain
| | - L Muinelo-Romay
- ONCOMET, Instituto de Investigación Sanitaria de Santiago, Santiago de Compostela, Spain
- CIBERONC, Madrid, Spain
| | - J García-González
- Medical Oncology Department, Complexo Hospitalario Universitario de Santiago de Compostela, Santiago de Compostela, Spain
- ONCOMET, Instituto de Investigación Sanitaria de Santiago, Santiago de Compostela, Spain
- CIBERONC, Madrid, Spain
| | - R López-López
- Medical Oncology Department, Complexo Hospitalario Universitario de Santiago de Compostela, Santiago de Compostela, Spain
- ONCOMET, Instituto de Investigación Sanitaria de Santiago, Santiago de Compostela, Spain
- CIBERONC, Madrid, Spain
| | - L León-Mateos
- Medical Oncology Department, Complexo Hospitalario Universitario de Santiago de Compostela, Santiago de Compostela, Spain
- ONCOMET, Instituto de Investigación Sanitaria de Santiago, Santiago de Compostela, Spain
- CIBERONC, Madrid, Spain
| |
Collapse
|