Abstract
Purpose
Meningioma recurrence rates can be reduced by optimizing surgical resection with the use of intraoperative molecular fluorescence guided surgery (MFGS). We evaluated the potential of the fluorescent tracer 800CW-TATE for MFGS using in vitro and in vivo models. It targets somatostatin receptor subtype 2 (SSTR2), which is overexpressed in all meningiomas.
Methods
Binding affinity of 800CW-TATE was evaluated using [177Lu] Lu-DOTA-Tyr3-octreotate displacement assays. Tumor uptake was determined by injecting 800CW-TATE in (SSTR2-positive) NCI-H69 or (SSTR2-negative) CH-157MN xenograft bearing mice and FMT2500 imaging. SSTR2-specific binding was measured by comparing tumor uptake in NCI-H69 and CH-157MN xenografts, blocking experiments and non-targeted IRDye800CW-carboxylate binding. Tracer distribution was analyzed ex vivo, and the tumor-to-background ratio (TBR) was calculated. SSTR2 expression was determined by immunohistochemistry (IHC). Lastly, 800CW-TATE was incubated on frozen and fresh meningioma specimens and analyzed by microscopy.
Results
800CW-TATE binding affinity assays showed an IC50 value of 72 nM. NCI-H69 xenografted mice showed a TBR of 21.1. 800CW-TATE detection was reduced after co-administration of non-fluorescent DOTA-Tyr3-octreotate or administration of IRDye800CW. CH-157MN had no tumor specific tracer staining due to absence of SSTR2 expression, thereby serving as a negative control. The tracer bound specifically to SSTR2-positive meningioma tissues representing all WHO grades.
Conclusion
800CW-TATE demonstrated sufficient binding affinity, specific SSTR2-mediated tumor uptake, a favorable biodistribution, and high TBR. These features make this tracer very promising for use in MFGS and could potentially aid in safer and a more complete meningioma resection, especially in high-grade meningiomas or those at complex anatomical localizations.
Supplementary Information
The online version contains supplementary material available at 10.1007/s11060-021-03739-1.
Keywords: 800CW-TATE, Intra-operative guidance, Meningioma, Molecular fluorescence guided surgery, Somatostatin receptor subtype 2
Introduction
Meningiomas comprise one third of all intracranial tumors in adults. Although these tumors are most often benign, the compression of intracranial neural structures by a growing meningioma can result in serious neurological signs and symptoms, urging for surgical treatment. The most recent WHO criteria distinguish three grades of meningiomas based on histopathological characteristics: WHO grade I, II and III [1]. Surgical treatment is only curative by complete tumor resection. Unfortunately, anatomical localization and local invasion can pose surgical challenges, leading to high recurrence rates [2–5]. Even in benign (WHO grade I) meningiomas, 10-year progression free survival decreases significantly when comparing incomplete resection to gross total resection: 37% vs 61%, respectively [2]. Molecular fluorescence guided surgery (MFGS) by means of intraoperative guidance could facilitate optimal resection while at the same time aiming to preserve neurological function.
MFGS applies a tumor-targeting tracer that is usually administered intravenously prior to surgery. The tracer consists of two parts: a component specifically binding to a selected tumor-specific biomarker, and a fluorescent dye. The biomarker should be overexpressed on tumor tissue to obtain a sufficiently high tumor-to-background ratio (TBR), which is essential for optimal visualization and thus optimal resection. The fluorescent signal emitted by the tracer allows for intraoperative detection with a neurosurgical microscopic system. IRDye800CW is often applied in tracer development. This dye fluoresces in the near-infrared spectrum, which results in less interference of tissue auto-fluorescence and shows a superior tissue penetration depth. Consequently, such a molecular targeted meningioma-specific tracer may have higher sensitivity, specificity and superior penetration depth compared with currently available dyes such as 5-ALA, ICG or fluorescein.
In the present study, we developed a possible tracer for meningiomas that is directed against the somatostatin receptor subtype 2 (SSTR2). We and others previously demonstrated overexpression of SSTR2 on all meningioma grades, making it a promising biomarker for binding [6–11]. Tyr3-octreotate, a previously generated peptide-analogue with a high affinity for SSTR2 [12], served as the meningioma specific binding part. Subsequent labelling with IRDye800CW yielded Ac-Lys0(IRDye800CW)Tyr3-octreotate (800CW-TATE). Here, we investigated the use of 800CW-TATE for suitability as a tracer in MFGS for meningiomas. Since both octreotate and IRDye800CW-tracers have been already applied in patients [13–16], this tracer is a promising candidate for clinical translation in meningioma surgery.
Materials and methods
A full description of the materials and methods is available as online resource.
Cell culture
Small cell lung cancer NCI-H69 (ECACC) and meningioma CH-157MN cells (dr. Gillespie, University of Alabama) were maintained as described previously [17–20].
Immunohistochemistry on formalin fixed paraffin embedded (FFPE) sections
SSTR2 expression in H69 and CH-157MN cells in vitro was determined by analyzing sections of Cellient blocks stained for SSTR2 (MAB4224, R&D systems).
Separate consecutive FFPE sections of tissue obtained from animal studies were used for staining with either 4′,6-diamidino-2-phenylindole (DAPI), hematoxylin and eosin (H&E), or SSTR2 expression analysis (AC-0162RUO, SanBio) [7].
Xenograft mice models
H69 (5 million cells) or CH-157MN cells (1.5 million cells) were inoculated in BALB/c-nu mice (Janvier Laboratories) by subcutaneously injecting between the scapulae [17–19].
Displacement assays
Snap frozen slices of resected H69 xenografts known to abundantly express SSTR2 [17–19] were incubated with 10–9 M [177Lu]Lu-DOTA-Tyr3-octreotate ([177Lu]Lu-DOTA-TATE; IDB Holland) together with a concentration range of 10–6 to 10–12 M 800CW-TATE (piCHEM; Online Resource 1), or DOTA-TATE (Bachem). Sections were subsequently washed, and activity was detected with the Cyclone (PerkinElmer). Data was analyzed as described previously [21].
Tracer uptake, biodistribution and imaging
Mice bearing xenografts (500 mm3) were given an intravenous bolus with indicated doses of compounds by retro-orbital injection into the venous sinus under general anesthesia. Tumor uptake of 800CW-TATE was determined by longitudinal imaging for 1, 2, and 4 h post tracer injection using the FMT2500 (PerkinElmer). H69 xenografted mice were injected with either 800CW-TATE (3 µg, 1.36 nmol), DOTA-TATE (3 mg, 2.2 µmol) and 800CW-TATE (3 µg, 1.36 nmol), or IRDye800CW carboxylate (1.5 µg, 1.36 nmol; LI-COR Biosciences). CH-157MN xenograft bearing mice were injected with 800CW-TATE (3 µg, 1.36 nmol). Mice were terminated for further postmortem evaluation four hours post injection. Xenografts, organs and fluids were harvested and macroscopically imaged using the PEARL scanner (LI-COR Biosciences) to determine ex vivo tumor uptake and biodistribution. Tissues were sectioned in sequential slides, and tracer fluorescence was imaged using an Odyssey CLx (LI-COR Biosciences). Consecutive slides were processed for fluorescence microscopy, anti-SSTR2 (AC-162RUO), and H&E staining as described above.
Statistical significance was tested using a one-way ANOVA with Bonferroni post-hoc analysis. Fluorescence specificity values are reported as mean ± SEM. The TBR was defined as the ratio of the mean fluorescence intensity (MFI) of the tumor, and the MFI of brain tissue. TBRs are shown as mean with 95% confidence intervals in brackets.
Post-mortem intra-operative molecular fluorescence guided surgery
One H69 xenograft bearing mouse was intravenously injected with 800CW-TATE for post-mortem fluorescence guided surgery. The xenograft was first resected using white light guidance, followed by fluorescence guided resection of residual tissue with the SurgVision (SurgVision BV, ‘t Harde). The TBR was calculated by dividing the MFI of the tumor by the MFI of surrounding muscle tissue.
Analyses of human meningioma specimens
Ten meningioma specimens resected between 2006 and 2012 were available, and most of these have been described previously: two WHO grade III meningiomas have been added to the current dataset [7]. Frozen sections were incubated with 10–6 M 800CW-TATE for one hour, mounted with Prolong Antifade, and imaged using an inverted microscope. Sequential sections were stained with either H&E or anti-SSTR2 (MAB4224). For whole specimen analysis, two freshly resected meningioma specimen were cut into 3 mm sections and incubated for four hours using DMEM/F12, supplemented with 1% penicillin/streptomycin and 5 × 10–8 M 800CW-TATE. Sections were cut for a DAPI, H&E and anti-SSTR2 (AC-0162RUO) stain as described above.
Results
Binding affinity of 800CW-TATE
To determine binding affinity of 800CW-TATE, different tracer concentrations were applied in displacement assays with radiolabeled [177Lu]Lu-DOTA-TATE on H69 xenograft frozen sections. DOTA-TATE has a high binding affinity for SSTR2 as was shown in previous work [22]. 800CW-TATE had an IC50 of 72 nM and unlabeled DOTA-TATE, as a control, had an IC50 of 2.5 nM. The IC50 of 800CW-TATE was considered sufficient to continue tracer evaluation. (Online Resource 2).
Tumor uptake and biodistribution of 800CW-TATE in mice
To determine in vivo tumor uptake and tissue distribution of 800CW-TATE we used H69 and CH-157MN xenograft mouse models. Tracer fluorescence was clearly detected in the H69 tumor and kidneys within one hour after injection of 800CW-TATE. After four hours, a more homogeneous uptake was observed, evidenced by lower levels of fluorescence in intratumoral hotspots (Fig. 1a, top panel).
Quantification of the fluorescent tracer signal showed stabilized tumor uptake over time, since the signal did not further increase over time (Fig. 1b). SSTR2 selective tumor uptake was confirmed by saturating (blocking) SSTR2 using DOTA-TATE, followed by 800CW-TATE administration. The tracer signal appeared reduced at all-time points in vivo, although to a small extent (Fig. 1a, second panel), which is likely caused by non-specific uptake in the mouse skin, as also described further on. Additionally, IRDye800CW (without the SSTR2-targeting TATE) did not show tumor-specific fluorescence. (Fig. 1a, third panel).
Surprisingly, 800CW-TATE showed much less tumor fluorescence in CH-157MN xenografts compared with H69 xenografts. (Fig. 1a, bottom panel) This is explained by the absence of SSTR2 expression in CH-157MN xenografts, which was unexpected since in vitro cultured cells did have SSTR2 expression. (Online Resource 3) The CH-157MN model thus provided an additional negative control for SSTR2-mediated tumor uptake. Moreover, it also demonstrated that the 800CW-TATE signal likely originated from the skin covering the tumor, thereby distorting the in vivo tumor signal.
The biodistribution of 800CW-TATE was determined ex vivo in resected xenograft and mice tissues. Fluorescent imaging showed that 800CW-TATE mainly accumulated in H69 xenografts, kidneys, urine, liver, and to a lesser extent in the skin (Fig. 2a, b). Fluorescence was very low or absent in the brain, skull, muscle and blood (Fig. 2a, b; Online Resource 4). This was also reflected by calculating the TBR, which was 21.1 (16.4–26.7). The TBR of other relevant structures considering the anatomical localization of meningiomas was high as well. (Fig. 2c).
Tracer uptake specificity could be determined by comparing tumor fluorescence intensity between treatment groups. The DOTA-TATE block resulted in a 57.8 ± 5.2% reduction in tracer uptake. Furthermore, compared with 800CW-TATE-injected H69 xenograft bearing mice, IRDye800CW carboxylate-injected H69 xenografted mice had 83.4 ± 4.8% reduction, and SSTR2 negative CH-157MN xenograft bearing mice showed a reduction of 78.4 ± 4.8% tumor uptake. (Fig. 2d).
At the macroscopic level a homogenous tracer distribution in H69 xenografts was demonstrated after tumor resection and subsequent imaging (Fig. 3a). In the same xenograft, fluorescence microscopic analyses showed presence of 800CW-TATE mostly at the cell membrane and cytoplasm. In addition, membranous SSTR2 expression was confirmed by immunohistochemistry (IHC; Fig. 3b). Although CH-157MN cells showed SSTR2 expression in vitro (Online Resource 3), CH-157MN xenografts showed no SSTR2 expression, which correlated with the low fluorescence intensity observed in these xenografts (Fig. 3c).
Exploring MFGS on post-mortem mice
To explore the use of 800CW-TATE in MFGS, we mimicked the procedure on a H69-xenografted mouse post-mortem. Tumor tissue could be distinguished during all steps of xenograft resection using fluorescence guidance. (Fig. 4) The TBR was 3.2. Using white light guidance, the tumor was almost completely resected. The remaining xenograft tissue could be observed using fluorescence guidance. Histological examination showed the resected tumor expressed SSTR2, whereas non-fluorescent non-tumorous background muscle tissue showed no SSTR2 expression, in line with absence of fluorescence. (Fig. 4b).
800CW-TATE binding to human meningioma samples
The binding properties of 800CW-TATE were determined on ten frozen meningioma patient samples. The meningioma specimens, consisting of four WHO grade I, three WHO grade II and three WHO grade III samples, were evaluated for SSTR2 expression. Online Resource 5 shows patient characteristics and SSTR2 scores based on previous immunohistochemical data [7]. Incubation with 800CW-TATE showed fluorescence in all meningioma samples with membranous and cytoplasmic staining patterns. (Fig. 5a, left column) Consecutive sections were stained for SSTR2, revealing overall SSTR2-positive staining at the same cellular localization as the 800CW-TATE counterstain. (Fig. 5a, middle column) Fluorescence intensity of 800CW-TATE was variable and did not correlate with WHO grades, but showed a positive trend between SSTR2 expression levels and fluorescence intensity.
Moreover, fresh meningioma samples (Online Resource 5) containing adjacent non-tumorous dura mater as well as meningioma tissue were analyzed for tracer binding and SSTR2 expression in order to evaluate selectivity for meningioma tissue. Preoperative imaging showed a convexity meningioma (Fig. 5b, left panel), which is depicted in the middle panel of Fig. 5b as a fresh specimen post resection. SSTR2 expression was strong in the meningioma bulk, but absent in adjacent dura mater which was non-tumorous confirmed by histopathology. (Fig. 5b, right panel; Online Resource 5) The same pattern was observed for 800CW-TATE. (Fig. 5c) These results were comparable in the tested fresh samples.
Discussion
In this study we have generated a SSTR2-specific tracer, 800CW-TATE, and evaluated its potential for application in MFGS of meningiomas in xenograft mice models and clinical meningioma samples. The binding affinity of 800CW-TATE was sufficient to proceed to tracer characterization. Displacement assays showed that DOTA-TATE has a higher affinity for SSTR2 than 800CW-TATE, however IC50 values for both were in the nanomolar range. The lower affinity for 800CW-TATE may be due to steric hindrance, an altered configuration and/or electrical charge of the tracer [23–25].
In this proof-of-principle study, xenografts of lung cancer H69 cells served as a SSTR2-positive tumor model [17–19]. The xenografts were heterotopically inoculated, creating a model that remained representative for meningiomas, because these intracranial tumors are located outside the blood–brain-barrier (BBB) and are all SSTR2 positive. Surprisingly, CH-157MN xenografts did not show SSTR2-expression, while CH-157MN cell cultures did express SSTR2 in line with our previous experience [7]. Thus, the H69 xenograft model provided a suitable model for SSTR2 targeting, whereas the CH-157MN xenograft model eventually served as a SSTR2-negative control in this study. Clearly, the use of the CH-157MN xenograft model would have been ideal to further illustrate the suitability of 800CW-TATE for visualizing meningioma tissue, however, as an alternative strategy fresh frozen meningioma specimen were used, as discussed in more detail below.
In vivo, binding of 800CW-TATE appeared to be SSTR2-mediated, as fluorescence uptake determined ex vivo on resected xenograft significantly decreased after a DOTA-TATE block and fluorescence was clearly lower in the CH-157MN xenografts. Although the block was not complete, this could be due to tracer binding to necrotic tissue, which we are currently investigating in a separate project. Comparison of tumor specific binding of 800CW-TATE to other IRDye800CW-coupled tracers is complicated due to the use of targeting vectors, imaging modalities and animal models described in literature. Previously, bevacizumab-IRDye800CW showed a 65% higher fluorescence signal compared with a non-targeted IgG-IRDye800CW control [26], which was in line with other studies applying various antibody-IRDye800CW labelled tracers [27–29]. Furthermore, several in vivo studies using octreotate-based tracers showed that tumor uptake of both [177Lu]Lu-DOTA-TATE and [213Bi]Bi-DOTA-TATE was blocked after the administration of DOTA-TATE [17, 18]. Renal clearance of the tracer was observed by high fluorescence levels in kidneys and urine. In addition, tracer uptake was determined in liver, lungs, brain, muscle and blood. Uptake in these organs was mostly comparable to previously published reports applying [111In]In-DOTA-TATE, [213Bi]Bi-DOTA-TATE, [111In]In-DTPA-TATE or Cy5-[111In]In-DTPA-TATE [17–19]. Lastly, IRDye800CW-carboxylate-treated H69 xenograft bearing mice had very low uptake of the fluorescent dye, indicating that tumor fluorescence is not related to freely circulating dye in our study. This is in agreement with other reports showing no tumor-specific uptake of IRDye800CW in a colon cancer model and orthotopic glioma model [30, 31].
The ex vivo TBR of 21.1 in our present experiments is encouraging for future clinical translation, based on our experience in both preclinical and clinical intra-operative imaging settings [32, 33]. Fluorescence was low in neurosurgical background tissues such as brain, skull and muscle, allowing for clear distinction and visualization of tumor tissue. This is highly relevant when using 800CW-TATE for resection of intracranial meningioma. Tracer fluorescence detected in the skin is usually not of importance during neurosurgery because the skin flap is retracted out of the operative area and draped. However, the relevance of background fluorescence from the skin in patients with meningioma-invasion into the skull and (sub) cutaneous tissues should be evaluated in future clinical MFGS studies. Our post-mortem MFGS experiment on a H69 xenograft bearing mouse achieved a TBR of 3.2 and small xenograft residues could be easily detected. In our experience, various clinical imaging systems for fluorescence guided surgery require a TBR > 2.0 to be able to be of value in a clinical setting.
Lastly, the clinical meningioma specimens (representing different WHO grades) all expressed SSTR2 and showed 800CW-TATE-specific fluorescence staining. Importantly, 800CW-TATE could distinguish meningioma from dura mater on freshly resected specimens. The observed variation in fluorescence intensity of both stainings varied among WHO grades, which is not in line with larger sample sizes available in literature and our previous results where we found no significant differences in SSTR2-expression among WHO grades [7–11]. Nevertheless, the current results illustrate that 800CW-TATE binds to all meningioma grades. Future in-human trials will further elucidate the relationship between SSTR2 expression and 800CW-TATE fluorescence.
SSTR2-targeted tracers have already been applied for diagnostics and treatment of meningiomas. For example, in tumor imaging 111In-octreotide SPECT in combination with MRI has been successfully used to differentiate meningioma from other intracranial lesions [34]. 68 Ga-DOTA-TOC- and 68 Ga-DOTA-TATE-PET/MRI provided better imaging quality during follow-up of intracranial meningiomas and improved the ability of detection of residual meningioma or tumor recurrence after initial treatment [35, 36]. Ongoing trials further investigate diagnostic and follow-up imaging feasibility of SSTR2-targeted radiopeptides in meningioma (NCT04298541, NCT03953131). Furthermore, peptide receptor radiotherapy with 90Y- and 177Lu-DOTA-TOC has resulted in patients with inoperable meningioma reaching stable disease [37]. Currently, ongoing phase II trials with among others 177Lu-DOTA-TATE (Lutathera, NCT04082520), 90Y-DOTA-TOC and 90Y-DOTA-TATE (NCT03273712) will further demonstrate the value of this treatment modality for inoperable, progressive meningiomas. Our next step in the development of 800CW-TATE for MFGS in meningiomas will be the clinical evaluation of this tracer in patients with intracranial meningiomas, aiming to add another SSTR2-directed approach to the treatment of this type of tumors.
Dural or bone thickening may be indicative of meningioma invasion, but can also be caused by vascular congestion or reactive tissue changes. Furthermore, meningioma invasion may be present in these adjacent tissues without causing macroscopically detectible differences using white light. This can lead to a (yet undetected) subtotal resection, which is a major risk factor for recurrence [2]. Currently applied dyes, such as 5-ALA, ICG and fluorescein, have a too low sensitivity and/or specificity to distinguish meningioma invasion from reactive changes or even from normal tissue of the adjacent dura and bone. 800CW-TATE targets SSTR2 which is not expressed in normal bone or dura mater. Thus, in a future clinical study we expect that with the aid of this tracer and technique, not only small tumor remnants or satellite lesions will be detected during primary or recurrent tumor resection, but meningioma invasion status of adjacent soft and bone tissue will be determined more accurately as well.
Conclusions
800CW-TATE appears to be a promising fluorescent dye for MFGS of intracranial meningiomas. It has the potency to aid in the safer and completer resection, which is especially relevant in the high grade meningiomas or in meningiomas located in difficult anatomical locations.
Future perspectives
With these encouraging preclinical results, a dose-finding clinical trial is feasible. Indeed, both octreotate and IRDye800CW have been applied numerous times in humans, increasing the chances of successful clinical translation [16, 38, 39]. For a first in-human trial, a microdosing study with 800CW-TATE in a small number of patients would be the next step. In line with our preclinical study results regarding timing of tracer administration, tumor uptake and imaging, intravenous tracer administration in patients could take place approximately four hours prior to surgical incision, but can be adjusted to obtain optimal TBRs. Altogether, 800CW-TATE shows a favorable biodistribution for application in a neurosurgical setting, with the ultimate goal of improving curative resection rates in patients with intracranial meningioma.
Supplementary Information
Below is the link to the electronic supplementary material.
Acknowledgements
The authors would like to thank several contributors in the University Medical Center Groningen: dr Frans V. Suurs for his useful discussions regarding study design and data acquisition; the microsurgical team and animal caretakers of the animal facility for biotechnical assistance; dr ir Kees W.A. van der Kolk for useful comments regarding in vivo imaging; Pieter J. Steinkamp, MD for his help with the SurgVision; Matthijs D. Linssen, PharmD for pharmacological advise; the pathology assistants for advice and guidance on fixating and embedding; mr Gert Jan Meersma and mrs Tineke van der Sluis for assisting with ex vivo imaging and in vitro studies; and Marina López-Álvarez, MSc for assistance with fluorescence microscopy. In the Erasmus MC, Rotterdam, dr Yann Seimbille and dr Erik de Blois contributed to discussions regarding radiolabeling; Eline Ruigrok, MSc supported performing autoradiography studies; mr Yanto Ridwan instructed and advised concerning the use of the FMT2500.
Abbreviations
- 800CW-TATE
Ac-Lys0 (IRDye800CW)Tyr3-octreotate
- BBB
Blood–brain-barrier
- DAB
3,3-Diaminobenzidine
- DAPI
4′,6-Diamidino-2-phenylindole
- DOTA
1,4,7,10-Tetraazacyclododecane-1,4,7,10-tetraacetic acid
- DOTA-TATE
DOTA-Tyr3-octreotate
- DOTA-TOC
DOTA-Phe1-Tyr3-octreotide
- FCS
Fetal calf serum
- FFPE
Formalin fixed paraffin embedded
- GE MRI
Gadolinium enhanced magnetic resonance imaging
- H&E
Hematoxylin & eosin
- HRP
Horse radish peroxidase
- IHC
Immunohistochemistry
- MFGS
Molecular fluorescence guided surgery
- MFI
Mean median fluorescence intensity
- PBS
Phosphate buffered saline
- SEM
Standard error of mean
- SSTR2
Somatostatin receptor subtype 2
- TBR
Tumor-to-background ratio
- WHO
World health organization
Author contributions
All authors contributed to the study conception and design. Material preparation and data collection were performed by BD, MS, FA, SD, and ME. Data analysis was performed by BD, MJ, SK, JN, WD, FK, and RG. The first draft of the manuscript was written by BD and all authors commented on previous versions of the manuscript. All authors read and approved the final manuscript and agree with its submission to the Journal of Neuro-Oncology.
Funding
BMD is supported by research grants of the University of Groningen, the University Medical Center Groningen, and the de Cock-Hadders Stichting. ME was financially supported by ERC Consolidator Grant #682421-Tension.
Data availability
The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.
Declarations
Conflict of interest
WdD was member of the advisory board for GBM diagnostic testing for AbbVie. MdJ and JN have an unrelated investigator-initiated project contract with Advanced Accelerator Applications, a Novartis company. FA is CEO of piCHEM Forschungs und EntwicklungsGmbH, Raaba-Grambach, Graz, Austria.
Consent to participate
Informed consent was obtained from all individual participants included in the study. If informed consent could not be obtained, the Code of Conduct for responsible use of human tissue was followed.
Consent for publication
Patients signed informed consent regarding publishing their anonymized data and photographs.
Ethical approval
Ethics of animal and human research subjects has been reviewed by the Institutional Review Board of the University of Groningen and University Medical Centre Groningen. Animal care complied with the Guide for the Care and Use of Laboratory Animals. For patient material, the Board approved the experimental protocol and informed consent.
Footnotes
The original version of this article has been revised: The Funding section has been corrected.
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Frank A. E. Kruyt and Rob J. M. Groen authors share last authorship.
Change history
5/20/2021
A Correction to this paper has been published: 10.1007/s11060-021-03769-9
References
- 1.Louis DN, Perry A, Reifenberger G, et al. The 2016 world health organization classification of tumors of the central nervous system: a summary. Acta Neuropathol. 2016;131:803–820. doi: 10.1007/s00401-016-1545-1. [DOI] [PubMed] [Google Scholar]
- 2.Campbell BA, Jhamb A, Maguire JA, et al. Meningiomas in 2009. Controversies and future challenges. Am J Clin Oncol Cancer Clin Trials. 2009;32:73–85. doi: 10.1097/COC.0b013e31816fc920. [DOI] [PubMed] [Google Scholar]
- 3.McMullen KP, Stieber VW. Meningioma: current treatment options and future directions. Curr Treat Options Oncol. 2004;5:499–509. doi: 10.1007/s11864-004-0038-y. [DOI] [PubMed] [Google Scholar]
- 4.Simpson D. The recurrence of intracranial meningiomas after surgical treatment. J Neurol Neurosurg Psychiat. 1957;20:22–39. doi: 10.1136/jnnp.20.1.22. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Whittle IR, Smith C, Navoo P, Collie D. Meningiomas. Lancet. 2004;363:1535–1543. doi: 10.1016/S0140-6736(04)16153-9. [DOI] [PubMed] [Google Scholar]
- 6.Esser JP, Krenning EP, Teunissen JJM, et al. Comparison of [(177)Lu-DOTA(0), Tyr(3)]octreotate and [(177)Lu-DOTA(0), Tyr(3)]octreotide: which peptide is preferable for PRRT? Eur J Nucl Med Mol Imaging. 2006;33:1346–1351. doi: 10.1007/s00259-006-0172-9. [DOI] [PubMed] [Google Scholar]
- 7.Dijkstra BM, Motekallemi A, Den Dunnen WFA, et al. SSTR-2 as a potential tumour-specific marker for fluorescence-guided meningioma surgery. Acta Neurochir. 2018;160:1539–1546. doi: 10.1007/s00701-018-3575-z. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Boulagnon-Rombi C, Fleury C, Fichel C, et al. Immunohistochemical approach to the differential diagnosis of meningiomas and their mimics. J Neuropathol Exp Neurol. 2017;76:289–298. doi: 10.1093/jnen/nlx008. [DOI] [PubMed] [Google Scholar]
- 9.de Oliveira Silva CB, Ongaratti BR, Trott G, et al. Expression of somatostatin receptors (SSTR1-SSTR5) in meningiomas and its clinicopathological significance. Int J Clin Exp Pathol. 2015;8:13185–13192. [PMC free article] [PubMed] [Google Scholar]
- 10.Menke JR, Raleigh DR, Gown AM, et al. Somatostatin receptor 2a is a more sensitive diagnostic marker of meningioma than epithelial membrane antigen. Acta Neuropathol. 2015;130:441–443. doi: 10.1007/s00401-015-1459-3. [DOI] [PubMed] [Google Scholar]
- 11.Norden AD, Drappatz J, Wen PY. Targeted drug therapy for meningiomas. Neurosurg Focus. 2007;23:E12. doi: 10.3171/FOC-07/10/E12. [DOI] [PubMed] [Google Scholar]
- 12.Reubi JC, Schar JC, Waser B, et al. Affinity profiles for human somatostatin receptor subtypes SST1-SST5 of somatostatin radiotracers selected for scintigraphic and radiotherapeutic use. Eur J Nucl Med. 2000;27:273–282. doi: 10.1007/s002590050034. [DOI] [PubMed] [Google Scholar]
- 13.Harlaar NJ, Koller M, de Jongh SJ, et al. Molecular fluorescence-guided surgery of peritoneal carcinomatosis of colorectal origin: a single-centre feasibility study. Lancet Gastroenterol Hepatol. 2016;1:283–290. doi: 10.1016/S2468-1253(16)30082-6. [DOI] [PubMed] [Google Scholar]
- 14.Nagengast WB, Hartmans E, Garcia-Allende PB, et al. Near-infrared fluorescence molecular endoscopy detects dysplastic oesophageal lesions using topical and systemic tracer of vascular endothelial growth factor A. Gut. 2019;68:7–10. doi: 10.1136/gutjnl-2017-314953. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Ter Weele EJ, Terwisscha van Scheltinga AGT, Linssen MD, et al. Development, preclinical safety, formulation, and stability of clinical grade bevacizumab-800CW, a new near infrared fluorescent imaging agent for first in human use. Eur J Pharm Biopharm. 2016;104:226–234. doi: 10.1016/j.ejpb.2016.05.008. [DOI] [PubMed] [Google Scholar]
- 16.Strosberg J, El-Haddad G, Wolin E, et al. Phase 3 Trial of 177 Lu-Dotatate for Midgut neuroendocrine tumors. N Engl J Med. 2017;376:125–135. doi: 10.1056/NEJMoa1607427. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Dalm SU, Haeck J, Doeswijk GN, et al. SSTR-mediated imaging in breast cancer: is there a role for radiolabeled somatostatin receptor antagonists? J Nucl Med. 2017;58:1609–1614. doi: 10.2967/jnumed.116.189035. [DOI] [PubMed] [Google Scholar]
- 18.Chan HS, Konijnenberg MW, de Blois E, et al. Influence of tumour size on the efficacy of targeted alpha therapy with (213)Bi-[DOTA(0), Tyr(3)]-octreotate. EJNMMI Res. 2016;6:6. doi: 10.1186/s13550-016-0162-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Santini C, Kuil J, Bunschoten A, et al. Evaluation of a fluorescent and radiolabeled hybrid somatostatin analog in vitro and in mice bearing H69 neuroendocrine xenografts. J Nucl Med. 2016;57:1289–1295. doi: 10.2967/jnumed.115.164970. [DOI] [PubMed] [Google Scholar]
- 20.Tsai JC, Goldman CK, Gillespie GY. Vascular endothelial growth factor in human glioma cell lines: induced secretion by EGF, PDGF-BB, and bFGF. J Neurosurg. 1995;82:864–873. doi: 10.3171/jns.1995.82.5.0864. [DOI] [PubMed] [Google Scholar]
- 21.de Jong M, Breeman WAP, Bakker WH, et al. Comparison of (111)In-labeled somatostatin analogues for tumor scintigraphy and radionuclide therapy. Cancer Res. 1998;58:437–441. [PubMed] [Google Scholar]
- 22.Chan HS, de Blois E, Morgenstern A, et al. In Vitro comparison of 213Bi- and 177Lu-radiation for peptide receptor radionuclide therapy. PLoS ONE. 2017;12:e0181473. doi: 10.1371/journal.pone.0181473. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Froidevaux S, Eberle AN, Christe M, et al. Neuroendocrine tumor targeting: study of novel gallium-labeled somatostatin radiopeptides in a rat pancreatic tumor model. Int J cancer. 2002;98:930–937. doi: 10.1002/ijc.10295. [DOI] [PubMed] [Google Scholar]
- 24.Yim C-B, van der Wildt B, Dijkgraaf I, et al. Spacer effects on in vivo properties of DOTA-conjugated dimeric [Tyr3]octreotate peptides synthesized by a “Cu(I)-click” and “sulfo-click” ligation method. ChemBioChem. 2011;12:750–760. doi: 10.1002/cbic.201000639. [DOI] [PubMed] [Google Scholar]
- 25.Parry JJ, Kelly TS, Andrews R, Rogers BE. In vitro and in vivo evaluation of 64Cu-labeled DOTA-linker-bombesin(7–14) analogues containing different amino acid linker moieties. Bioconjug Chem. 2007;18:1110–1117. doi: 10.1021/bc0603788. [DOI] [PubMed] [Google Scholar]
- 26.Terwisscha van Scheltinga AGT, van Dam GM, Nagengast WB, et al. Intraoperative near-infrared fluorescence tumor imaging with vascular endothelial growth factor and human epidermal growth factor receptor 2 targeting antibodies. J Nucl Med. 2011;52:1778–1785. doi: 10.2967/jnumed.111.092833. [DOI] [PubMed] [Google Scholar]
- 27.Heath CH, Deep NL, Sweeny L, et al. Use of panitumumab-IRDye800 to image microscopic head and neck cancer in an orthotopic surgical model. Ann Surg Oncol. 2012;19:3879–3887. doi: 10.1245/s10434-012-2435-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Day KE, Sweeny L, Kulbersh B, et al. Preclinical comparison of near-infrared-labeled cetuximab and panitumumab for optical imaging of head and neck squamous cell carcinoma. Mol imaging Biol. 2013;15:722–729. doi: 10.1007/s11307-013-0652-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.van Driel PBAA, Boonstra MC, Prevoo HAJM, et al. EpCAM as multi-tumour target for near-infrared fluorescence guided surgery. BMC Cancer. 2016;16:884. doi: 10.1186/s12885-016-2932-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Hollandsworth HM, Lwin TM, Amirfakhri S, et al. Anti-claudin-1 conjugated to a near-infrared fluorophore targets colon cancer in PDOX mouse models. J Surg Res. 2019;242:145–150. doi: 10.1016/j.jss.2019.04.048. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Zhou H, Luby-Phelps K, Mickey BE, et al. Dynamic near-infrared optical imaging of 2-deoxyglucose uptake by intracranial glioma of athymic mice. PLoS ONE. 2009;4:e8051. doi: 10.1371/journal.pone.0008051. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Koller M, Qiu S-Q, Linssen MD, et al. Implementation and benchmarking of a novel analytical framework to clinically evaluate tumor-specific fluorescent tracers. Nat Commun. 2018;9:3739. doi: 10.1038/s41467-018-05727-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Steinkamp PJ, Pranger BK, Li M, et al. Fluorescence-guided visualization of soft tissue sarcomas by targeting vascular endothelial growth factor-A: a phase 1 single-center clinical trial. J Nucl Med. 2020 doi: 10.2967/jnumed.120.245696. [DOI] [PubMed] [Google Scholar]
- 34.Nathoo N, Ugokwe K, Chang AS, et al. The role of 111indium-octreotide brain scintigraphy in the diagnosis of cranial, dural-based meningiomas. J Neurooncol. 2007;81:167–174. doi: 10.1007/s11060-006-9210-5. [DOI] [PubMed] [Google Scholar]
- 35.Ivanidze J, Roytman M, Lin E, et al. Gallium-68 DOTATATE PET in the evaluation of intracranial meningiomas. J Neuroimaging. 2019;29:650–656. doi: 10.1111/jon.12632. [DOI] [PubMed] [Google Scholar]
- 36.Afshar-Oromieh A, Wolf MB, Kratochwil C, et al. Comparison of 68 Ga-DOTATOC-PET/CT and PET/MRI hybrid systems in patients with cranial meningioma: initial results. Neuro Oncol. 2015;17:312–319. doi: 10.1093/neuonc/nou131. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Marincek N, Radojewski P, Dumont RA, et al. Somatostatin receptor-targeted radiopeptide therapy with 90Y-DOTATOC and 177Lu-DOTATOC in progressive meningioma: long-term results of a phase II clinical trial. J Nucl Med. 2015;56:171–176. doi: 10.2967/jnumed.114.147256. [DOI] [PubMed] [Google Scholar]
- 38.Zhang RR, Schroeder AB, Grudzinski JJ, et al. Beyond the margins: real-time detection of cancer using targeted fluorophores. Nat Rev Clin Oncol. 2017;14:347–364. doi: 10.1038/nrclinonc.2016.212. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Marshall MV, Draney D, Sevick-Muraca EM, Olive DM. Single-dose intravenous toxicity study of IRDye 800CW in sprague-dawley Rats. Mol Imaging Biol. 2010;12:583–594. doi: 10.1007/s11307-010-0317-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.