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DOI: 10.1055/s-0045-1809641
Very Delayed Brain Metastasis from a Clear Cell Renal Cell Carcinoma: Report of Two Cases and a Literature Review
Metástase cerebral muito tardia de um carcinoma de células renais claras: Relato de dois casos e revisão da literaturaAuthors
Funding The authors declare that they did not receive funding from agencies in the public, private or non-profit sectors to conduct the present study.
Abstract
Clear cell renal cell carcinoma (ccRCC) is the most prevalent primary kidney cancer. Although its relevant capability to disseminate, long-term brain metastasis is very unusual. The present paper describes two cases of delayed brain metastasis: one occipital that occurred 20 years after a radical nephrectomy, and one thalamic after 11 years. An extensive literature review was also carried out, and only 31 cases of delayed brain metastasis from ccRCC were found. The authors provide an analysis of all 33 cases, focusing on clinical, radiological, and histological features, along with current treatment recommendations.
Resumo
O carcinoma de células renais claras (ccRCC) é o câncer renal primário mais prevalente. Embora tenha uma capacidade relevante de disseminação, a metástase cerebral de longo prazo é muito incomum. O presente artigo descreve dois casos de metástase cerebral tardia: uma occipital, ocorrida 20 anos após uma nefrectomia radical, e uma talâmica após 11 anos. Uma extensa revisão da literatura também foi realizada, e apenas 31 casos de metástase cerebral tardia de ccRCC foram encontrados. Os autores fornecem uma análise de todos os 33 casos, com foco em características clínicas, radiológicas e histológicas, além das recomendações de tratamento atuais.
Palavras-chave
doenças de início tardio - carcinoma de células renais - relato de caso - metástase cerebralIntroduction
It is estimated that 73,750 people in the United States will be diagnosed with kidney cancer by 2020. This represents 4.08% of all new cases among the ten most prevalent types of cancers.[1] [2] Renal cell carcinoma (RCC) accounts for 85% of all primary kidney neoplasms, with up to 75% of them being from the clear cell subtype (ccRCC).[1] [3]
This tumor is more common in older men and is highly associated with alterations in the von-Hippel-Lindau (vHL) gene.[2] [3] [4] [5] Other well-established risk factors are smoking, hypertension, and obesity.[6] The latter is probably the reason for the current increasing trend.[7]
High rates of metastasis and relapse are associated with ccRCC,[2] [3] [5] [8] occurring in up to 1/3 of the patients,[3] compared to 12% of all kidney cancers at the time of diagnosis.[7]
The most prevalent locations of ccRCC metastases are the lung, bone, liver, and central nervous system (CNS).[3] Interestingly, up to 6% of patients with brain metastasis have RCC.[9] Intratumoral brain hemorrhage can be found in 46% of these lesions.[10]
The median interval between the diagnosis of RCC and brain metastasis was approximately 17 months.[10] Late metastasis is defined as a recurrence more than 10 years after nephrectomy.[11] To the best of the authors' knowledge, there are only 31 cases reported in the literature.
We herein report two new cases and provide a literature review of all 33 documented patients. The objective is to discuss the localization, clinical presentation, characteristics of the lesion, treatment, and differential diagnosis of delayed ccRCC CNS metastasis.
Materials and Methods
The present report is in accordance with the Case Report (CARE) guidelines.[12]
The terms searched in EMBASE, PubMed, BVS/Bireme, and Cochrane were LATE (or DELAYED), BRAIN, METASTASIS and RENAL CELL CARCINOMA (or HIPERNEFROMA), according to the Medical Subject Headings (MeSH).
In this paper, 17 complete case reports and 5 abstracts in English with proper information were evaluated. There were few articles[13] [14] about all types of renal cell carcinoma metastasis, so some information was not accessible. The methodology is summarized in the flow chart ([Fig. 1]).


Results
Case Report 1
A 60-year-old man suffered a severe fast-onset headache in January of 2020, without any deficit in the neurological examination. Right radical nephrectomy was conducted 20 years before because of ccRCC, without lymph node or adrenal invasion, with favorable oncological control up to 5 years.
Initial head computed tomography (CT) followed by brain magnetic resonance imaging (MRI) revealed a small, acute, hemorrhagic, left, parieto-occipital lesion ([Fig. 2A, B]). A possible diagnosis was of microarterovenous malformation, but the angiography study showed a hypervascular lesion without early draining.


A left occipital craniotomy was performed, with an en bloc total resection. The histologic evaluation showed a vascular lesion among atypical cells with clear cytoplasm and hyperchromatic nuclei, consistent with ccRCC metastasis ([Fig. 2C, D]).
After 4 months of follow-up, the patient is without neurological deficits, under clinical surveillance of the oncological team. No other lesion was identified, and complementary stereotactic radiosurgery (SRS) was performed.
Case Report 2
A 72-year-old man with 1-year of progressive memory impairment showed a right thalamic lesion associated with hydrocephalus in a brain MRI ([Fig. 3]). An endoscopic third ventriculostomy and biopsy performed in September 2019 had an inconclusive diagnosis. In November, an ipsilateral transcortical parietal approach was accomplished through neuronavigation assistance to reach the right ventricular atrium, and a total resection was performed. An urgent reoperation was required due to symptomatic hemorrhage in the resection bed, followed by a prolonged hospital stay with pulmonary and urinary infections. Anatomopathological analyses indicated a hypervascular lesion showing cells with round nuclei and clear cytoplasm, compatible with ccRCC metastasis.


The patient's previous history exhibited incidental ccRCC with radical nephrectomy in 2008, and a neuroendocrine rectal tumor after a colectomy in 2014. Both had satisfactory oncological monitoring, and neither preoperative survey pointed to local recurrence or other metastases.
6 months after surgery, the patient is recovering from hemiparesis and is saying a few words. No complimentary treatment was proposed yet on behalf of the clinical scenario.
Discussion
There is a relatively high incidence of ccRCC, as well as extensive morbidity and mortality because 12% of patients present with advanced disease at diagnosis[7] and ⅓ may have metastasis during the evolution of follow-up.[3]
The treatment for ccRCC restricted to the kidney is usually radical nephrectomy, and standardized screening policies are up to 5 years, with CNS screening indicated only under clinical suspicion.[15] [16] [17]
Most cases of secondary lesions tend to present in the first 5 years of the disease. Late-onset metastasis is a tumor diagnosed after more than 10 years of nephrectomy. This definition is extensively used, although arbitrarily established.[11] We found 30 cases of CNS late recurrence, including the two described above. All of them are cited in [Table 1], and their analysis is hereafter.
Abbreviations: C, cystic; ccRCC, clear cell renal cell carcinoma; CNS, central nervous system; EA, extraaxial; F, female; H, hematoma or hypervascular lesion; M, male; RT, radiotherapy; S, solid; SRS, fractionated stereotactic radiation therapy; TR, total removal; -, no data available.
Between the most accepted theories on why these tumors tend to present their metastasis in such an extended period, the most accepted one is based on the slow growth (i.e., low mitotic index) of ccRCC micrometastasis. Furthermore, it can be influenced by immunologic status.[18] [19]
The risk of late recurrence and higher mortality seems to be associated with age, size, pathologic stage and grade, the absence of adjuvant treatment, and lymph node metastasis. The latter was the only factor that could predict recurrence, according to Miyao et al.[20]
Regarding the presentation site, the literature case series showed a higher frequency in the frontal (34.2%), parietal (17.1%), and temporal lobes (17.1%). This report is the second describing occipital or thalamic metastasis. Other sites were the cerebellum (12.2%), intraventricular (7.3%), and one case in the falx (2.4%). Previously, Postler and Meyermann[21] found no preferable involvement site, though theirs was not a delayed brain metastasis series.
Regarding symptoms, headache was the most prevalent (14 cases, 45.2%), followed by paresis (13 cases, 41.9%), gait disturbance (8 cases, 25.8%), and aphasia (6 cases, 19.4%). Other symptoms described are dizziness, seizure, visual loss, memory impairment, vomiting, confusion, alexia, facial palsy, scalp mass, and loss of consciousness. The symptomology depends on the localization of the mass and its size.
The time-lapse presentation makes diagnosis uncertain. Lesions had hypervascularity or caused excessive bleeding in 14 cases (50%). In that context, an angiographic study is imperative to discard vascular diseases, such as in case 1, in which an arteriovenous malformation was suspected.
In 10 cases (35.7%), the tumor was solid, with a ring-enhancing signal after contrast. Therefore, high-grade gliomas and other metastases should be discarded with an anatomopathological study. In 7 cases (25%), it was extra-axial, which mimics a meningioma. The correct diagnosis in all cases was made just after the histological analyses. In 6 cases (21.4%), it was cystic, like hemangioblastoma. Since vHL syndrome is commonly associated with ccRCC and histological studies can be dubious, markers are helpful to differentiate it.[22]
The chosen therapies for brain metastasis depend on several issues: number of lesions, size, location, neurological symptoms, presence of extracranial secondary lesions, histologic aspect, and previous treatments.[23] [24] [25] [26] [27] [28] [29] [30] [31] [32] [33] [34]
Total surgical resection is the first treatment option. In general, for tumors in eloquent areas, patients with low Karnofsky performance status (< 80) or multiple metastases (> 3), biopsy followed by SRS can be performed, achieving 90 to 95% local control in the first year.[35] This same approach could be applied for ccRCC's delayed metastases. However, considering that these tumors are relatively radioresistant, a lower success rate would probably be expected.[36] The same applies to whole-brain radiotherapy, which has a lesser effect, needing higher doses of radiation to control it.[36] Nonetheless, this is the modality of choice for patients with more than ten lesions on the CNS and relatively short life expectancy.[37]
The total removal was made in 22 lesions (55%), and it was associated with radiotherapy (SRS or whole brain) in 12 (30%). Partial resection or biopsy followed by SRS was performed in 3 cases (7.5%). There was one case of only partial resection due to excessive bleeding, and an only-SRS case was performed in a deep lesion. The survival media was 30.22 months, with a median of 14. There was a selection bias, considering that the survival time for patients was up to the study date. A quarter of patients had other metastatic sites, of which 75% were in the lungs. Other places were in the bone, breast, or parotid.
Patients with advanced local disease or metastasis without local surgical control could benefit from adjuvant immunotherapy and molecular-focused treatment with systemic medications acting as vascular endothelial growth factor (VEGF) inhibitors or immunotherapy. Drugs such as nivolumab (anti-PD-1) and ipilimumab (anti-CTLA4) have been gaining space in the treatment of these conditions.[38] Despite this, none of the late-onset reports cited any complementary chemotherapy. Most likely, there is a selection bias regarding the neurosurgical focus of those reports.
Conclusion
Late-onset metastasis is a rare condition with a variable presentation. Because of temporality, it's habitually only defined after histological analysis. The presentation can mimic common diseases such as meningioma, arteriovenous malformation, intraparenchymal hemorrhage, or hemangioblastoma. Hence, an expansive intracranial process in patients with a history of ccRCC resection should be used to analyze the likelihood of delayed metastasis.
Conflict of Interest
The authors have no conflict of interests to declare.
Acknowledgments
The authors would like to thank to the neurosurgical team at Hospital das Clínicas da Universidade Federal de Minas Gerais.
Author's Contributions
GFSQ: data extraction, data synthesis, and writing — original draft; BF: ensured coherence and clarity of the manuscript. All authors contributed to the review of the text and approved the final version of the manuscript.
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References
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- 2 Parsons DW, Jones S, Zhang X, Lin JC, Leary RJ, Angenendt P. et al. An integrated genomic analysis of human glioblastoma multiforme. Science 2008; 321 (5897) 1807-1812
- 3 Hegi ME, Diserens AC, Gorlia T, Hamou MF, de Tribolet N, Weller M. et al. MGMT gene silencing and benefit from temozolomide in glioblastoma. N Engl J Med 2005; 352 (10) 997-1003
- 4 Louis D, Ohgaki H, Wiestler O. WHO Classification of Tumours of the Central Nervous Sytem. Lyon: WHO; 2016
- 5 Appin CL, Brat DJ. Molecular genetics of gliomas. Cancer J 2014; 20 (01) 66-72
- 6 Nandakumar P, Mansouri A, Das S. The role of ATRX in glioma biology. Front Oncol 2017; 7 (01) 236
- 7 Cruz-Hernández TM, Piloto-López O, Escuela-Martín J, Ardisana-Santana E. Concomitant radio-fluorescence-guided surgery in high grade glioma. Cohort study. Rev Chil Neurocir 2018; 44 (01) 128-135 Available from: https://www.revistachilenadeneurocirugia.com/index.php/revchilneurocirugia/article/view/23
- 8 Rostomily RC, Born DE, Beyer RP, Jin J, Alvord Jr EC, Mikheev AM. et al. Quantitative proteomic analysis of oligodendrogliomas with and without 1p/19q deletion. J Proteome Res 2010; 9 (05) 2610-2618
- 9 Krafft C, Sobottka SB, Schackert G, Salzer R. Near infrared Raman spectroscopic mapping of native brain tissue and intracranial tumors. Analyst 2005; 130 (07) 1070-1077
- 10 Vilela Filho O, Carneiro Filho O. Gamma probe-assisted brain tumor microsurgical resection: a new technique. Arq Neuropsiquiatr 2002; 60 (04) 1042-1047
- 11 Galli R, Meinhardt M, Koch E, Schackert G, Steiner G, Kirsch M, Uckermann O. Rapid label-free analysis of brain tumor biopsies by near infrared Raman and fluorescence spectroscopy—a study of 209 patients. Front Oncol 2019; 9 (01) 1165
- 12 Ak I, Gülbas Z, Altinel F, Vardareli E. Tc-99m MIBI uptake and its relation to the proliferative potential of brain tumors. Clin Nucl Med 2003; 28 (01) 29-33
- 13 Jermyn M, Desroches J, Mercier J, Tremblay MA, St-Arnaud K, Guiot MC. et al. Neural networks improve brain cancer detection with Raman spectroscopy in the presence of operating room light artifacts. J Biomed Opt 2016; 21 (09) 94002
- 14 Casara D, Rubello D, Piotto A, Pelizzo MR. 99mTc-MIBI radio-guided minimally invasive parathyroid surgery planned on the basis of a preoperative combined 99mTc-pertechnetate/99mTc-MIBI and ultrasound imaging protocol. Eur J Nucl Med 2000; 27 (09) 1300-1304
- 15 Lacroix M, Abi-Said D, Fourney DR, Gokaslan ZL, Shi W, DeMonte F. et al. A multivariate analysis of 416 patients with glioblastoma multiforme: prognosis, extent of resection, and survival. J Neurosurg 2001; 95 (02) 190-198
- 16 Marko NF, Weil RJ, Schroeder JL, Lang FF, Suki D, Sawaya RE. Extent of resection of glioblastoma revisited: personalized survival modeling facilitates more accurate survival prediction and supports a maximum-safe-resection approach to surgery. J Clin Oncol 2014; 32 (08) 774-782
- 17 Krafft C, Shapoval L, Sobottka SB, Geiger KD, Schackert G, Salzer R. Identification of primary tumors of brain metastases by SIMCA classification of IR spectroscopic images. Biochim Biophys Acta 2006; 1758 (07) 883-891
- 18 Alexiou GA, Fotopoulos AD, Papadopoulos A, Kyritsis AP, Polyzoidis KS, Tsiouris S. Evaluation of brain tumor recurrence by (99m)Tc-tetrofosmin SPECT: a prospective pilot study. Ann Nucl Med 2007; 21 (05) 293-298
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- 20 Jermyn M, Mok K, Mercier J, Desroches J, Pichette J, Saint-Arnaud K. et al. Intraoperative brain cancer detection with Raman spectroscopy in humans. Sci Transl Med 2015; 7 (274) 274ra19
- 21 Livermore LJ, Isabelle M, Bell IM, Edgar O, Voets NL, Stacey R. et al. Raman spectroscopy to differentiate between fresh tissue samples of glioma and normal brain: a comparison with 5-ALA-induced fluorescence-guided surgery. J Neurosurg 2020; 135 (02) 469-479
- 22 Stupp R, Mason WP, Van den Bent MJ, Weller M, Fisher B, Taphoorn MJB. et al; European Organisation for Research and Treatment of Cancer Brain Tumor and Radiotherapy Groups, National Cancer Institute of Canada Clinical Trials Group. Radiotherapy plus concomitant and adjuvant temozolomide for glioblastoma. N Engl J Med 2005; 352 (10) 987-996
- 23 Van den Bent MJ, Brandes AA, Taphoorn MJ, Kros JM, Kouwenhoven MCM, Delattre JY. et al. Adjuvant procarbazine, lomustine, and vincristine chemotherapy in newly diagnosed anaplastic oligodendroglioma: long-term follow-up of EORTC brain tumor group study 26951. J Clin Oncol 2013; 31 (03) 344-350
- 24 Stummer W, Tonn JC, Goetz C, Ullrich W, Stepp H, Bink A. et al. 5-Aminolevulinic acid-derived tumor fluorescence: the diagnostic accuracy of visible fluorescence qualities as corroborated by spectrometry and histology and postoperative imaging. Neurosurgery 2014; 74 (03) 310-319 , discussion 319–320
- 25 Muragaki Y, Iseki H, Maruyama T, Kawamata T, Yamane F, Nakamura R. et al. Usefulness of intraoperative magnetic resonance imaging for glioma surgery. Acta Neurochir Suppl (Wien) 2006; 98 (01) 67-75
- 26 Gajjar K, Heppenstall LD, Pang W, Ashton KM, Trevisan J, Patel II. et al. Diagnostic segregation of human brain tumours using Fourier-transform infrared and/or Raman spectroscopy coupled with discriminant analysis. Anal Methods 2012; 5 (01) 89-102
- 27 Riva M, Sciortino T, Secoli R, D'Amico E, Moccia S, Fernandes B. et al. Glioma biopsies classification using Raman spectroscopy and machine learning models on fresh tissue samples. Cancers (Basel) 2021; 13 (05) 1073
- 28 Aguiar RP, Silveira Jr L, Falcão ET, Pacheco MT, Zângaro RA, Pasqualucci CA. Discriminating neoplastic and normal brain tissues in vitro through Raman spectroscopy: a principal components analysis classification model. Photomed Laser Surg 2013; 31 (12) 595-604
- 29 Anna I, Bartosz P, Lech P, Halina A. Novel strategies of Raman imaging for brain tumor research. Oncotarget 2017; 8 (49) 85290-85310
- 30 Auner AW, Kast RE, Rabah R, Poulik JM, Klein MD. Conclusions and data analysis: a 6-year study of Raman spectroscopy of solid tumors at a major pediatric institute. Pediatr Surg Int 2013; 29 (02) 129-140
- 31 Beleites C, Geiger K, Kirsch M, Sobottka SB, Schackert G, Salzer R. Raman spectroscopic grading of astrocytoma tissues: using soft reference information. Anal Bioanal Chem 2011; 400 (09) 2801-2816
- 32 Kalkanis SN, Kast RE, Rosenblum ML, Mikkelsen T, Yurgelevic SM, Nelson KM. et al. Raman spectroscopy to distinguish grey matter, necrosis, and glioblastoma multiforme in frozen tissue sections. J Neurooncol 2014; 116 (03) 477-485
- 33 Kast R, Auner G, Yurgelevic S, Broadbent B, Raghunathan A, Poisson LM. et al. Identification of regions of normal grey matter and white matter from pathologic glioblastoma and necrosis in frozen sections using Raman imaging. J Neurooncol 2015; 125 (02) 287-295
- 34 Soler C, Beauchesne P, Maatougui K, Schmitt T, Barral FG, Michel D. et al. Technetium-99m sestamibi brain single-photon emission tomography for detection of recurrent gliomas after radiation therapy. Eur J Nucl Med 1998; 25 (12) 1649-1657
- 35 Lemoine É, Dallaire F, Yadav R, Agarwal R, Kadoury S, Trudel D. et al. Feature engineering applied to intraoperative in vivo Raman spectroscopy sheds light on molecular processes in brain cancer: a retrospective study of 65 patients. Analyst 2019; 144 (22) 6517-6532
- 36 Brat DJ, Verhaak RG, Aldape KD, Yung WKA, Salama SR, Cooper LAD. et al; Cancer Genome Atlas Research Network. Comprehensive, integrative genomic analysis of diffuse lower-grade gliomas. N Engl J Med 2015; 372 (26) 2481-2498
- 37 Wolburg H, Noell S, Fallier-Becker P, Mack AF, Wolburg-Buchholz K. The disturbed blood-brain barrier in human glioblastoma. Mol Aspects Med 2012; 33 (5-6): 579-589
- 38 Zhou Y, Liu CH, Sun Y, Pu Y, Boydston-White S, Liu Y, Alfano RR. Human brain cancer studied by resonance Raman spectroscopy. J Biomed Opt 2012; 17 (11) 116021-116021
Address for correspondence
Publication History
Received: 08 October 2024
Accepted: 20 March 2025
Article published online:
08 October 2025
© 2025. Sociedade Brasileira de Neurocirurgia. This is an open access article published by Thieme under the terms of the Creative Commons Attribution-NonDerivative-NonCommercial License, permitting copying and reproduction so long as the original work is given appropriate credit. Contents may not be used for commercial purposes, or adapted, remixed, transformed or built upon. (https://creativecommons.org/licenses/by-nc-nd/4.0/)
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References
- 1 Ostrom QT, Patil N, Cioffi G, Waite K, Kruchko C, Barnholtz-Sloan JS. CBTRUS statistical report: primary brain and other central nervous system tumors diagnosed in the United States in 2013–2017. Neuro-oncol 2020; 22 (12, Suppl 2) iv1-iv96
- 2 Parsons DW, Jones S, Zhang X, Lin JC, Leary RJ, Angenendt P. et al. An integrated genomic analysis of human glioblastoma multiforme. Science 2008; 321 (5897) 1807-1812
- 3 Hegi ME, Diserens AC, Gorlia T, Hamou MF, de Tribolet N, Weller M. et al. MGMT gene silencing and benefit from temozolomide in glioblastoma. N Engl J Med 2005; 352 (10) 997-1003
- 4 Louis D, Ohgaki H, Wiestler O. WHO Classification of Tumours of the Central Nervous Sytem. Lyon: WHO; 2016
- 5 Appin CL, Brat DJ. Molecular genetics of gliomas. Cancer J 2014; 20 (01) 66-72
- 6 Nandakumar P, Mansouri A, Das S. The role of ATRX in glioma biology. Front Oncol 2017; 7 (01) 236
- 7 Cruz-Hernández TM, Piloto-López O, Escuela-Martín J, Ardisana-Santana E. Concomitant radio-fluorescence-guided surgery in high grade glioma. Cohort study. Rev Chil Neurocir 2018; 44 (01) 128-135 Available from: https://www.revistachilenadeneurocirugia.com/index.php/revchilneurocirugia/article/view/23
- 8 Rostomily RC, Born DE, Beyer RP, Jin J, Alvord Jr EC, Mikheev AM. et al. Quantitative proteomic analysis of oligodendrogliomas with and without 1p/19q deletion. J Proteome Res 2010; 9 (05) 2610-2618
- 9 Krafft C, Sobottka SB, Schackert G, Salzer R. Near infrared Raman spectroscopic mapping of native brain tissue and intracranial tumors. Analyst 2005; 130 (07) 1070-1077
- 10 Vilela Filho O, Carneiro Filho O. Gamma probe-assisted brain tumor microsurgical resection: a new technique. Arq Neuropsiquiatr 2002; 60 (04) 1042-1047
- 11 Galli R, Meinhardt M, Koch E, Schackert G, Steiner G, Kirsch M, Uckermann O. Rapid label-free analysis of brain tumor biopsies by near infrared Raman and fluorescence spectroscopy—a study of 209 patients. Front Oncol 2019; 9 (01) 1165
- 12 Ak I, Gülbas Z, Altinel F, Vardareli E. Tc-99m MIBI uptake and its relation to the proliferative potential of brain tumors. Clin Nucl Med 2003; 28 (01) 29-33
- 13 Jermyn M, Desroches J, Mercier J, Tremblay MA, St-Arnaud K, Guiot MC. et al. Neural networks improve brain cancer detection with Raman spectroscopy in the presence of operating room light artifacts. J Biomed Opt 2016; 21 (09) 94002
- 14 Casara D, Rubello D, Piotto A, Pelizzo MR. 99mTc-MIBI radio-guided minimally invasive parathyroid surgery planned on the basis of a preoperative combined 99mTc-pertechnetate/99mTc-MIBI and ultrasound imaging protocol. Eur J Nucl Med 2000; 27 (09) 1300-1304
- 15 Lacroix M, Abi-Said D, Fourney DR, Gokaslan ZL, Shi W, DeMonte F. et al. A multivariate analysis of 416 patients with glioblastoma multiforme: prognosis, extent of resection, and survival. J Neurosurg 2001; 95 (02) 190-198
- 16 Marko NF, Weil RJ, Schroeder JL, Lang FF, Suki D, Sawaya RE. Extent of resection of glioblastoma revisited: personalized survival modeling facilitates more accurate survival prediction and supports a maximum-safe-resection approach to surgery. J Clin Oncol 2014; 32 (08) 774-782
- 17 Krafft C, Shapoval L, Sobottka SB, Geiger KD, Schackert G, Salzer R. Identification of primary tumors of brain metastases by SIMCA classification of IR spectroscopic images. Biochim Biophys Acta 2006; 1758 (07) 883-891
- 18 Alexiou GA, Fotopoulos AD, Papadopoulos A, Kyritsis AP, Polyzoidis KS, Tsiouris S. Evaluation of brain tumor recurrence by (99m)Tc-tetrofosmin SPECT: a prospective pilot study. Ann Nucl Med 2007; 21 (05) 293-298
- 19 Alex JC, Krag DN. The gamma-probe-guided resection of radiolabeled primary lymph nodes. Surg Oncol Clin N Am 1996; 5 (01) 33-41
- 20 Jermyn M, Mok K, Mercier J, Desroches J, Pichette J, Saint-Arnaud K. et al. Intraoperative brain cancer detection with Raman spectroscopy in humans. Sci Transl Med 2015; 7 (274) 274ra19
- 21 Livermore LJ, Isabelle M, Bell IM, Edgar O, Voets NL, Stacey R. et al. Raman spectroscopy to differentiate between fresh tissue samples of glioma and normal brain: a comparison with 5-ALA-induced fluorescence-guided surgery. J Neurosurg 2020; 135 (02) 469-479
- 22 Stupp R, Mason WP, Van den Bent MJ, Weller M, Fisher B, Taphoorn MJB. et al; European Organisation for Research and Treatment of Cancer Brain Tumor and Radiotherapy Groups, National Cancer Institute of Canada Clinical Trials Group. Radiotherapy plus concomitant and adjuvant temozolomide for glioblastoma. N Engl J Med 2005; 352 (10) 987-996
- 23 Van den Bent MJ, Brandes AA, Taphoorn MJ, Kros JM, Kouwenhoven MCM, Delattre JY. et al. Adjuvant procarbazine, lomustine, and vincristine chemotherapy in newly diagnosed anaplastic oligodendroglioma: long-term follow-up of EORTC brain tumor group study 26951. J Clin Oncol 2013; 31 (03) 344-350
- 24 Stummer W, Tonn JC, Goetz C, Ullrich W, Stepp H, Bink A. et al. 5-Aminolevulinic acid-derived tumor fluorescence: the diagnostic accuracy of visible fluorescence qualities as corroborated by spectrometry and histology and postoperative imaging. Neurosurgery 2014; 74 (03) 310-319 , discussion 319–320
- 25 Muragaki Y, Iseki H, Maruyama T, Kawamata T, Yamane F, Nakamura R. et al. Usefulness of intraoperative magnetic resonance imaging for glioma surgery. Acta Neurochir Suppl (Wien) 2006; 98 (01) 67-75
- 26 Gajjar K, Heppenstall LD, Pang W, Ashton KM, Trevisan J, Patel II. et al. Diagnostic segregation of human brain tumours using Fourier-transform infrared and/or Raman spectroscopy coupled with discriminant analysis. Anal Methods 2012; 5 (01) 89-102
- 27 Riva M, Sciortino T, Secoli R, D'Amico E, Moccia S, Fernandes B. et al. Glioma biopsies classification using Raman spectroscopy and machine learning models on fresh tissue samples. Cancers (Basel) 2021; 13 (05) 1073
- 28 Aguiar RP, Silveira Jr L, Falcão ET, Pacheco MT, Zângaro RA, Pasqualucci CA. Discriminating neoplastic and normal brain tissues in vitro through Raman spectroscopy: a principal components analysis classification model. Photomed Laser Surg 2013; 31 (12) 595-604
- 29 Anna I, Bartosz P, Lech P, Halina A. Novel strategies of Raman imaging for brain tumor research. Oncotarget 2017; 8 (49) 85290-85310
- 30 Auner AW, Kast RE, Rabah R, Poulik JM, Klein MD. Conclusions and data analysis: a 6-year study of Raman spectroscopy of solid tumors at a major pediatric institute. Pediatr Surg Int 2013; 29 (02) 129-140
- 31 Beleites C, Geiger K, Kirsch M, Sobottka SB, Schackert G, Salzer R. Raman spectroscopic grading of astrocytoma tissues: using soft reference information. Anal Bioanal Chem 2011; 400 (09) 2801-2816
- 32 Kalkanis SN, Kast RE, Rosenblum ML, Mikkelsen T, Yurgelevic SM, Nelson KM. et al. Raman spectroscopy to distinguish grey matter, necrosis, and glioblastoma multiforme in frozen tissue sections. J Neurooncol 2014; 116 (03) 477-485
- 33 Kast R, Auner G, Yurgelevic S, Broadbent B, Raghunathan A, Poisson LM. et al. Identification of regions of normal grey matter and white matter from pathologic glioblastoma and necrosis in frozen sections using Raman imaging. J Neurooncol 2015; 125 (02) 287-295
- 34 Soler C, Beauchesne P, Maatougui K, Schmitt T, Barral FG, Michel D. et al. Technetium-99m sestamibi brain single-photon emission tomography for detection of recurrent gliomas after radiation therapy. Eur J Nucl Med 1998; 25 (12) 1649-1657
- 35 Lemoine É, Dallaire F, Yadav R, Agarwal R, Kadoury S, Trudel D. et al. Feature engineering applied to intraoperative in vivo Raman spectroscopy sheds light on molecular processes in brain cancer: a retrospective study of 65 patients. Analyst 2019; 144 (22) 6517-6532
- 36 Brat DJ, Verhaak RG, Aldape KD, Yung WKA, Salama SR, Cooper LAD. et al; Cancer Genome Atlas Research Network. Comprehensive, integrative genomic analysis of diffuse lower-grade gliomas. N Engl J Med 2015; 372 (26) 2481-2498
- 37 Wolburg H, Noell S, Fallier-Becker P, Mack AF, Wolburg-Buchholz K. The disturbed blood-brain barrier in human glioblastoma. Mol Aspects Med 2012; 33 (5-6): 579-589
- 38 Zhou Y, Liu CH, Sun Y, Pu Y, Boydston-White S, Liu Y, Alfano RR. Human brain cancer studied by resonance Raman spectroscopy. J Biomed Opt 2012; 17 (11) 116021-116021





