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Goldberg M, Mondragon-Soto MG, Altawalbeh G, Meyer B, Aftahy AK. New Breakthroughs in the Diagnosis of Leptomeningeal Carcinomatosis: A Review of Liquid Biopsies of Cerebrospinal Fluid. Cureus 2024; 16:e55187. [PMID: 38558729 PMCID: PMC10980855 DOI: 10.7759/cureus.55187] [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: 02/28/2024] [Indexed: 04/04/2024] Open
Abstract
Leptomeningeal carcinomatosis represents a terminal stage and is a devastating complication of cancer. Despite its high incidence, current diagnostic methods fail to accurately detect this condition in a timely manner. This failure to diagnose leads to the refusal of treatment and the absence of clinical trials, hampering the development of new therapy strategies. The use of liquid biopsy is revolutionizing the field of diagnostic oncology. The dynamic and non-invasive detection of tumor markers has enormous potential in cancer diagnostics and treatment. Leptomeningeal carcinomatosis is a condition where invasive tissue biopsy is not part of the routine diagnostic analysis, making liquid biopsy an essential diagnostic tool. Several elements in cerebrospinal fluid (CSF) have been investigated as potential targets of liquid biopsy, including free circulating tumor cells, free circulating nucleic acids, proteins, exosomes, and even non-tumor cells as part of the dynamic tumor microenvironment. This review aims to summarize current breakthroughs in the research on liquid biopsy, including the latest breakthroughs in the identification of tumor cells and nucleic acids, and give an overview of future directions in the diagnosis of leptomeningeal carcinomatosis.
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Affiliation(s)
- Maria Goldberg
- Department of Neurosurgery, School of Medicine, Klinikum Rechts der Isar, Technical University of Munich, Munich, DEU
| | | | - Ghaith Altawalbeh
- Department of Neurosurgery, School of Medicine, Klinikum Rechts der Isar, Technical University of Munich, Munich, DEU
| | - Bernhard Meyer
- Department of Neurosurgery, School of Medicine, Klinikum Rechts der Isar, Technical University of Munich, Munich, DEU
| | - Amir Kaywan Aftahy
- Department of Neurosurgery, School of Medicine, Klinikum Rechts der Isar, Technical University of Munich, Munich, DEU
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Hickman RA, Miller AM, Arcila ME. Cerebrospinal fluid: A unique source of circulating tumor DNA with broad clinical applications. Transl Oncol 2023; 33:101688. [PMID: 37196447 DOI: 10.1016/j.tranon.2023.101688] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Revised: 04/27/2023] [Accepted: 05/08/2023] [Indexed: 05/19/2023] Open
Abstract
Malignancies involving the central nervous system present unique challenges for diagnosis and monitoring due to the difficulties and risks of direct biopsies and the low specificity and/or sensitivity of other techniques for assessment. In recent years, liquid biopsy of the cerebrospinal fluid (CSF) has emerged as a convenient alternative that combines minimal invasiveness with the ability to detect disease-defining or therapeutically actionable genetic alterations from circulating tumor DNA (ctDNA). Since CSF can be obtained by lumbar puncture, or an established ventricular access device at multiple time points, ctDNA analysis enables initial molecular characterization and longitudinal monitoring throughout a patient's disease course, promoting optimization of treatment regimens. This review outlines some of the key aspects of ctDNA from CSF as a highly suitable approach for clinical assessment, the benefits and drawbacks, testing methods, as well as potential future advancements in this field. We anticipate wider adoption of this practice as technologies and pipelines improve and envisage significant improvements for cancer care.
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Affiliation(s)
- Richard A Hickman
- Human Oncology and Pathogenesis Program, Sloan Kettering Institute, New York, NY, United States; Murtha Cancer Center Research Program, Uniformed Services University of the Health Sciences, Bethesda, MD, United States; Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, United States
| | - Alexandra M Miller
- Human Oncology and Pathogenesis Program, Sloan Kettering Institute, New York, NY, United States; Department of Neurology, Memorial Sloan Kettering Cancer Center, New York, NY, United States
| | - Maria E Arcila
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY 10065, United States.
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Jenkins S, Zhang W, Steinberg SM, Nousome D, Houston N, Wu X, Armstrong TS, Burton E, Smart DD, Shah R, Peer CJ, Mozarsky B, Arisa O, Figg WD, Mendoza TR, Vera E, Brastianos P, Carter S, Gilbert MR, Anders CK, Connolly RM, Tweed C, Smith KL, Khan I, Lipkowitz S, Steeg PS, Zimmer AS. Phase I Study and Cell-Free DNA Analysis of T-DM1 and Metronomic Temozolomide for Secondary Prevention of HER2-Positive Breast Cancer Brain Metastases. Clin Cancer Res 2023; 29:1450-1459. [PMID: 36705597 PMCID: PMC10153633 DOI: 10.1158/1078-0432.ccr-22-0855] [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: 03/16/2022] [Revised: 11/22/2022] [Accepted: 01/17/2023] [Indexed: 01/28/2023]
Abstract
PURPOSE Preclinical data showed that prophylactic, low-dose temozolomide (TMZ) significantly prevented breast cancer brain metastasis. We present results of a phase I trial combining T-DM1 with TMZ for the prevention of additional brain metastases after previous occurrence and local treatment in patients with HER2+ breast cancer. PATIENTS AND METHODS Eligible patients had HER2+ breast cancer with brain metastases and were within 12 weeks of whole brain radiation therapy (WBRT), stereotactic radiosurgery, and/or surgery. Standard doses of T-DM1 were administered intravenously every 21 days (3.6 mg/kg) and TMZ was given orally daily in a 3+3 phase I dose escalation design at 30, 40, or 50 mg/m2, continuously. DLT period was one 21-day cycle. Primary endpoint was safety and recommended phase II dose. Symptom questionnaires, brain MRI, and systemic CT scans were performed every 6 weeks. Cell-free DNA sequencing was performed on patients' plasma and CSF. RESULTS Twelve women enrolled, nine (75%) with prior SRS therapy and three (25%) with prior WBRT. Grade 3 or 4 AEs included thrombocytopenia (1/12), neutropenia (1/12), lymphopenia (6/12), and decreased CD4 (6/12), requiring pentamidine for Pneumocystis jirovecii pneumonia prophylaxis. No DLT was observed. Four patients on the highest TMZ dose underwent dose reductions. At trial entry, 6 of 12 patients had tumor mutations in CSF, indicating ongoing metastatic colonization despite a clear MRI. Median follow-up on study was 9.6 m (2.8-33.9); only 2 patients developed new parenchymal brain metastases. Tumor mutations varied with patient outcome. CONCLUSIONS Metronomic TMZ in combination with standard dose T-DM1 shows low-grade toxicity and potential activity in secondary prevention of HER2+ brain metastases.
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Affiliation(s)
- Sarah Jenkins
- Women’s Malignancies Branch; Center for Cancer Research, NCI, NIH
| | - Wei Zhang
- Women’s Malignancies Branch; Center for Cancer Research, NCI, NIH
| | - Seth M. Steinberg
- Biostatistics and Data Management Section; Center for Cancer Research, NCI, NIH
| | - Darryl Nousome
- Center for Cancer Research Collaborative Bioinformatics Resource, NCI, NIH
| | - Nicole Houston
- Women’s Malignancies Branch; Center for Cancer Research, NCI, NIH
| | - Xiaolin Wu
- Cancer Research Technology Program, Leidos Biomedical Research Inc., Frederick National Laboratory for Cancer Research, Frederick, MD
| | | | | | - Dee Dee Smart
- Radiation Oncology Branch, Center for Cancer Research, NCI NIH
| | - Ritu Shah
- Neuro-Radiology, Clinical Center Cancer Research, NIH
| | - Cody J. Peer
- Clinical Pharmacology Program, Center for Cancer Research, NCI NIH
| | - Brett Mozarsky
- Clinical Pharmacology Program, Center for Cancer Research, NCI NIH
| | - Oluwatobi Arisa
- Clinical Pharmacology Program, Center for Cancer Research, NCI NIH
| | - William D. Figg
- Clinical Pharmacology Program, Center for Cancer Research, NCI NIH
| | | | | | - Priscilla Brastianos
- Massachusetts General Hospital, Harvard Cancer Center, Harvard University, Boston, MA
| | - Scott Carter
- Division of Medical Sciences, Harvard University, Boston, MA
| | | | | | | | - Carol Tweed
- University of Maryland Oncology, Baltimore MD
| | - Karen L. Smith
- Johns Hopkins University School of Medicine, Baltimore, MD
| | - Imran Khan
- Women’s Malignancies Branch; Center for Cancer Research, NCI, NIH
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Pilotto Heming C, Niemeyer Filho P, Moura-Neto V, Aran V. Recent advances in the use of liquid biopsy to fight central nervous system tumors. Cancer Treat Res Commun 2023; 35:100709. [PMID: 37088042 DOI: 10.1016/j.ctarc.2023.100709] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2022] [Revised: 04/10/2023] [Accepted: 04/11/2023] [Indexed: 04/25/2023]
Abstract
Brain tumors are considered one of the deadliest types of cancer, being challenging to treat, especially due to the blood-brain barrier, which has been linked to treatment resistance. The genomic classification of brain tumors has been helping in the diagnostic precision, however tumor heterogeneity in addition to the difficulties to obtain tissue biopsies, represent a challenge. The biopsies are usually obtained either via neurosurgical removal or stereotactic tissue biopsy, which can be risky procedures for the patient. To overcome these challenges, liquid biopsy has become an interesting option by constituting a safer procedure than conventional biopsy, which may offer valuable cellular and molecular information representative of the whole organism. Besides, it is relatively easy to obtain such as in the case of blood (venipuncture) and urine sample collection. In the present comprehensive review, we discuss the newest information regarding liquid biopsy in the brain tumors' field, methods employed, the different sources of bio-fluids and their potential circulating targets.
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Affiliation(s)
- Carlos Pilotto Heming
- Instituto Estadual do Cérebro Paulo Niemeyer (IECPN), R. do Rezende, 156 - Centro, Rio de Janeiro, 20231-092, Brazil
| | - Paulo Niemeyer Filho
- Instituto Estadual do Cérebro Paulo Niemeyer (IECPN), R. do Rezende, 156 - Centro, Rio de Janeiro, 20231-092, Brazil
| | - Vivaldo Moura-Neto
- Instituto Estadual do Cérebro Paulo Niemeyer (IECPN), R. do Rezende, 156 - Centro, Rio de Janeiro, 20231-092, Brazil
| | - Veronica Aran
- Instituto Estadual do Cérebro Paulo Niemeyer (IECPN), R. do Rezende, 156 - Centro, Rio de Janeiro, 20231-092, Brazil.
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Wessels PH, Boelens MC, Monkhorst K, Sonke GS, van den Broek D, Brandsma D. A review on genetic alterations in CNS metastases related to breast cancer treatment. Is there a role for liquid biopsies in CSF? J Neurooncol 2023; 162:1-13. [PMID: 36820955 DOI: 10.1007/s11060-023-04261-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2022] [Accepted: 02/07/2023] [Indexed: 02/24/2023]
Abstract
Acquired mutations or altered gene expression patterns in brain metastases (BM) and/or leptomeningeal metastases (LM) of breast cancer may play a role in therapy-resistance and offer new molecular targets and treatment options. Despite expanding knowledge of genetic alterations in breast cancer and their metastases, clinical applications for patients with central nervous system (CNS) metastases are currently limited. An emerging tool are DNA-techniques that may detect genetic alterations of the CNS metastases in the cerebrospinal fluid (CSF). In this review we discuss genetic studies in breast cancer and CNS metastases and the role of liquid biopsies in CSF.
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Affiliation(s)
- Peter H Wessels
- Department of Neuro-Oncology, Netherlands Cancer Institute, Antoni Van Leeuwenhoek, Amsterdam, The Netherlands. .,Department of Neurology, St. Antonius Hospital, Utrecht, Nieuwegein, The Netherlands.
| | - Mirjam C Boelens
- Department of Pathology, Netherlands Cancer Institute-Antoni Van Leeuwenhoek, Amsterdam, The Netherlands
| | - Kim Monkhorst
- Department of Pathology, Netherlands Cancer Institute-Antoni Van Leeuwenhoek, Amsterdam, The Netherlands
| | - Gabe S Sonke
- Department of Medical Oncology, Netherlands Cancer Institute-Antoni Van Leeuwenhoek, Amsterdam, The Netherlands
| | - Daan van den Broek
- Department of Laboratory Medicine, Netherlands Cancer Institute-Antoni Van Leeuwenhoek, Amsterdam, The Netherlands
| | - Dieta Brandsma
- Department of Neuro-Oncology, Netherlands Cancer Institute, Antoni Van Leeuwenhoek, Amsterdam, The Netherlands
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Andrews LJ, Thornton ZA, Saleh R, Dawson S, Short SC, Daly R, Higgins JPT, Davies P, Kurian KM. Genomic landscape and actionable mutations of brain metastases derived from non-small cell lung cancer: A systematic review. Neurooncol Adv 2023; 5:vdad145. [PMID: 38130901 PMCID: PMC10734675 DOI: 10.1093/noajnl/vdad145] [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] [Indexed: 12/23/2023] Open
Abstract
Background Brain metastases derived from non-small cell lung cancer (NSCLC) represent a significant clinical problem. We aim to characterize the genomic landscape of brain metastases derived from NSCLC and assess clinical actionability. Methods We searched Embase, MEDLINE, Web of Science, and BIOSIS from inception to 18/19 May 2022. We extracted information on patient demographics, smoking status, genomic data, matched primary NSCLC, and programmed cell death ligand 1 expression. Results We found 72 included papers and data on 2346 patients. The most frequently mutated genes from our data were EGFR (n = 559), TP53 (n = 331), KRAS (n = 328), CDKN2A (n = 97), and STK11 (n = 72). Common missense mutations included EGFR L858R (n = 80) and KRAS G12C (n = 17). Brain metastases of ever versus never smokers had differing missense mutations in TP53 and EGFR, except for L858R and T790M in EGFR, which were seen in both subgroups. Of the top 10 frequently mutated genes that had primary NSCLC data, we found 37% of the specific mutations assessed to be discordant between the primary NSCLC and brain metastases. Conclusions To our knowledge, this is the first systematic review to describe the genomic landscape of brain metastases derived from NSCLC. These results provide a comprehensive outline of frequently mutated genes and missense mutations that could be clinically actionable. These data also provide evidence of differing genomic landscapes between ever versus never smokers and primary NSCLC compared to the BM. This information could have important consequences for the selection and development of targeted drugs for these patients.
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Affiliation(s)
- Lily J Andrews
- MRC Integrative Epidemiology Unit (IEU), Bristol Medical School, University of Bristol, Bristol, UK
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
- Cancer Research Integrative Cancer Epidemiology Programme, University of Bristol, Bristol, UK
| | - Zak A Thornton
- MRC Integrative Epidemiology Unit (IEU), Bristol Medical School, University of Bristol, Bristol, UK
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
- Cancer Research Integrative Cancer Epidemiology Programme, University of Bristol, Bristol, UK
| | - Ruqiya Saleh
- Bristol Medical School, University of Bristol, Bristol, UK
| | - Sarah Dawson
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
| | - Susan C Short
- Leeds Institute of Medical Research, University of Leeds, Leeds, UK
| | - Richard Daly
- Cellular Pathology Department, North Bristol NHS Trust, Bristol, UK
| | - Julian P T Higgins
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
| | - Philippa Davies
- MRC Integrative Epidemiology Unit (IEU), Bristol Medical School, University of Bristol, Bristol, UK
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
- Cancer Research Integrative Cancer Epidemiology Programme, University of Bristol, Bristol, UK
| | - Kathreena M Kurian
- MRC Integrative Epidemiology Unit (IEU), Bristol Medical School, University of Bristol, Bristol, UK
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
- Cancer Research Integrative Cancer Epidemiology Programme, University of Bristol, Bristol, UK
- Brain Tumour Research Centre, Bristol Medical School, University of Bristol, Bristol, UK
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Ma J, Teng Y, Youming H, Tao X, Fan Y. The Value of Cell-Free Circulating DNA Profiling in Patients with Skin Diseases. Methods Mol Biol 2023; 2695:247-262. [PMID: 37450124 DOI: 10.1007/978-1-0716-3346-5_17] [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: 07/18/2023]
Abstract
Liquid biopsy, also known as fluid biopsy or fluid-phase biopsy, is the sampling and analysis of the blood, cerebrospinal fluid, saliva, pleural fluid, ascites, and urine. Compared with tissue biopsy, liquid biopsy technology has the advantages of being noninvasive, having strong repeatability, enabling early diagnosis, dynamic monitoring, and overcoming tumor heterogeneity. However, interest in cfDNA and skin diseases has not expanded until recently. In this review, we present an overview of the literature related to the basic biology of cfDNA in the field of dermatology as a biomarker for early diagnosis, monitoring disease activity, predicting progression, and treatment response.
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Affiliation(s)
- Jingwen Ma
- Medical Cosmetic Center, Shanghai Skin Disease Hospital, Tongji University, Shanghai, People's Republic of China
| | - Yan Teng
- Health Management Center, Department of Dermatology, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, People's Republic of China
| | - Huang Youming
- Health Management Center, Department of Dermatology, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, People's Republic of China
| | - Xiaohua Tao
- Health Management Center, Department of Dermatology, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, People's Republic of China
| | - Yibin Fan
- Health Management Center, Department of Dermatology, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, People's Republic of China.
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Wang H, Wang L, Fang C, Li C, Zhang L. Comparison of the diagnostic value of liquid biopsy in leptomeningeal metastases: A systematic review and meta-analysis. Front Oncol 2022; 12:1079796. [PMID: 36601482 PMCID: PMC9806138 DOI: 10.3389/fonc.2022.1079796] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Accepted: 11/30/2022] [Indexed: 12/23/2022] Open
Abstract
Background Brain metastases (BM) include brain parenchymal (BPM) and leptomeningeal metastases (LM), which are associated with a poor prognosis and high mortality rate. Early and accurate diagnosis and timely, effective treatment are crucial for improving the overall survival of LM patients. Cerebrospinal fluid (CSF) biopsy technology has attracted widespread attention for its diagnostic value in diverse cancers, including LM. We summarized studies to compare the potential diagnostic value of CSF liquid biopsy techniques in BM patients with meta-analysis. Methods The study protocol was prospectively registered in PROSPERO, registration number CRD42022373263. We obtained the literature on liquid biopsy for BM from 7 databases (PubMed, Embase, Cochrane Library, Web of Science, China National Knowledge Infrastructure, and Wanfang Data knowledge service platform). Then, a systematic review of those studies was performed according to PRISMA criteria. Results Nine publications have been obtained, and we found CSF liquid biopsy techniques to be more suitable for diagnosing LM. We analyzed the sensitivity, specificity, and area under the curve (AUC) of CSF liquid biopsy. The overall sensitivity, specificity, and AUC of CSF liquid biopsy in the diagnosis of LM were 0.65 (95% CI: 0.48 - 0.79), 0.70 (95% CI: 0.50 - 0.86), and 0.69, respectively. Then, we compared the diagnostic advantages of CSF liquid biopsy techniques and CSF cytology in LM. The results show that CSF liquid biopsy is superior to CSF cytology in LM diagnosis. Conclusions Our meta-analysis suggested that CSF liquid biopsy is more suitable for LM diagnosis and has higher accuracy than CSF cytology.
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Affiliation(s)
- Hanbin Wang
- Clinical Medicine College, Affiliated Hospital of Hebei University, Hebei University, Baoding, Hebei, China,Department of Neurosurgery, Affiliated Hospital of Hebei University, Hebei University, Baoding, Hebei, China
| | - Luxuan Wang
- Department of Neurological Function Examination, Affiliated Hospital of Hebei University, Hebei University, Baoding, Hebei, China
| | - Chuan Fang
- Clinical Medicine College, Affiliated Hospital of Hebei University, Hebei University, Baoding, Hebei, China,Department of Neurosurgery, Affiliated Hospital of Hebei University, Hebei University, Baoding, Hebei, China,Postdoctoral Research Station of Neurosurgery, Affiliated Hospital of Hebei University, Hebei University, Baoding, Hebei, China,Key Laboratory of Precise Diagnosis and Treatment of Glioma in Hebei Province, Affiliated Hospital of Hebei University, Hebei University, Baoding, Hebei, China,*Correspondence: Lijian Zhang, ; Chunhui Li, ; Chuan Fang,
| | - Chunhui Li
- Clinical Medicine College, Affiliated Hospital of Hebei University, Hebei University, Baoding, Hebei, China,Department of Neurosurgery, Affiliated Hospital of Hebei University, Hebei University, Baoding, Hebei, China,*Correspondence: Lijian Zhang, ; Chunhui Li, ; Chuan Fang,
| | - Lijian Zhang
- Clinical Medicine College, Affiliated Hospital of Hebei University, Hebei University, Baoding, Hebei, China,Department of Neurosurgery, Affiliated Hospital of Hebei University, Hebei University, Baoding, Hebei, China,Postdoctoral Research Station of Neurosurgery, Affiliated Hospital of Hebei University, Hebei University, Baoding, Hebei, China,Key Laboratory of Precise Diagnosis and Treatment of Glioma in Hebei Province, Affiliated Hospital of Hebei University, Hebei University, Baoding, Hebei, China,*Correspondence: Lijian Zhang, ; Chunhui Li, ; Chuan Fang,
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Kwon JW, Im JH, Lee KY, Yoo BC, Lee JH, Kim KH, Kim JH, Shin SH, Yoo H, Gwak HS. Different Metabolomic and Proteomic Profiles of Cerebrospinal Fluid in Ventricular and Lumbar Compartments in Relation to Leptomeningeal Metastases. Metabolites 2022; 12:80. [PMID: 35050202 PMCID: PMC8778711 DOI: 10.3390/metabo12010080] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2021] [Revised: 12/30/2021] [Accepted: 01/13/2022] [Indexed: 12/25/2022] Open
Abstract
The different molecular profiles of cerebrospinal fluid (CSF) between ventricular and lumbar compartments remain elusive, especially in the context of leptomeningeal metastasis (LM), which affects CSF flow. We evaluated CSF metabolomic and proteomic profiles based on the compartments and the diagnosis of spinal LM, proved by MRI from 20 paired ventricular and lumbar CSF samples of LM patients, including 12 spinal LM (+) samples. In metabolome analysis, 9512 low-mass ions (LMIs) were identified-7 LMIs were abundant in all lumbar versus paired ventricular CSF samples, and 3 LMIs were significantly abundant in all ventricular CSF. In comparisons between spinal LM (+) CSF and LM (-) CSF, 105 LMIs were discriminative for spinal LM (+) CSF. In proteome analysis, a total of 1536 proteins were measured. A total of 18 proteins, including complement C3, were more highly expressed in all lumbar CSF, compared with paired ventricular CSF, while 82 proteins, including coagulation factor V, were higher in the ventricular CSF. Of 37 discriminative proteins, including uteroglobin and complement component C8 gamma chain, 4 were higher in all spinal LM (+) CSF versus spinal LM (-) CSF. We further evaluated metabolic pathways associated with these discriminative proteins using the Gene Ontology database. We found that 16/17 spinal LM (+) pathways, including complement activation, were associated with lumbar discriminative proteins, whereas only 2 pathways were associated with ventricular-discriminative proteins. In conclusion, we determined that metabolite and protein profiles differed between paired lumbar and ventricular CSF samples. The protein profiles of spinal LM (+) CSF showed more similarity with the lumbar CSF than the ventricular CSF. Thus, we suggest that CSF LMIs and proteins could reflect LM disease activity and that LM-associated differences in CSF are more likely to be present in the lumbar compartment.
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Affiliation(s)
- Ji-Woong Kwon
- Neuro-Oncology Clinic, National Cancer Center, Goyang 10408, Korea; (J.-W.K.); (S.H.S.); (H.Y.)
| | - Ji Hye Im
- Department of Cancer Control, Graduate School of Cancer Science and Policy, National Cancer Center, Goyang 10408, Korea; (J.H.I.); (K.-Y.L.)
| | - Kyue-Yim Lee
- Department of Cancer Control, Graduate School of Cancer Science and Policy, National Cancer Center, Goyang 10408, Korea; (J.H.I.); (K.-Y.L.)
| | - Byong Chul Yoo
- Cancer Diagnostics Branch, Division of Cancer Biology, Research Institute, National Cancer Center, Goyang 10408, Korea; (B.C.Y.); (J.H.L.); (K.-H.K.)
- Department of Cancer Biomedical Science, Graduate School of Cancer Science and Policy, National Cancer Center, Goyang 10408, Korea;
| | - Jun Hwa Lee
- Cancer Diagnostics Branch, Division of Cancer Biology, Research Institute, National Cancer Center, Goyang 10408, Korea; (B.C.Y.); (J.H.L.); (K.-H.K.)
| | - Kyung-Hee Kim
- Cancer Diagnostics Branch, Division of Cancer Biology, Research Institute, National Cancer Center, Goyang 10408, Korea; (B.C.Y.); (J.H.L.); (K.-H.K.)
- Proteomics Core Facility, Research Core Center, Research Institute, National Cancer Center, Goyang 10408, Korea
| | - Jong Heon Kim
- Department of Cancer Biomedical Science, Graduate School of Cancer Science and Policy, National Cancer Center, Goyang 10408, Korea;
- Cancer Molecular Biology Branch, Division of Cancer Biology, Research Institute, National Cancer Center, Goyang 10408, Korea
| | - Sang Hoon Shin
- Neuro-Oncology Clinic, National Cancer Center, Goyang 10408, Korea; (J.-W.K.); (S.H.S.); (H.Y.)
| | - Heon Yoo
- Neuro-Oncology Clinic, National Cancer Center, Goyang 10408, Korea; (J.-W.K.); (S.H.S.); (H.Y.)
| | - Ho-Shin Gwak
- Neuro-Oncology Clinic, National Cancer Center, Goyang 10408, Korea; (J.-W.K.); (S.H.S.); (H.Y.)
- Department of Cancer Control, Graduate School of Cancer Science and Policy, National Cancer Center, Goyang 10408, Korea; (J.H.I.); (K.-Y.L.)
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