MHMarc C. Huisman

Marc C. Huisman

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Marc C. Huisman has a total of 96 co-authors. Here are the top co-authors by number of shared publications:


Latest Publications

  • Change in metabolic tumor activity on 18F-FDG PET after a single dose of cetuximab to predict for treatment benefit, PFS, and OS in patients with advanced colorectal cancer.

    by Erik Jacobus Van Helden, Catharina Wilhelmina Menke, Eline Boon, Suzanne van Es, Marc C. Huisman, Derk Jan De Groot, Ronald Boellaard, Carla M.L.- Van Herpen, Elisabeth De Vries, Otto S. Hoekstra, et al.

    11519 Background: Despite RAS selection, one third of patients with metastatic RAS wild-type colorectal cancer (mCRC) do not benefit from anti-EGFR inhibitors. Therefore, an additional or more accurate predictive biomarker is needed to identify patients with primary resistant mCRC. Methods: In the IMPACT-CRC trial (NCT02117466) patients with chemotherapy refractory mCRC received 500 mg/m2 cetuximab every 2 weeks. Before the first dose and just before the second dose, patients underwent a 18F-FDG PET/CT (FDG PET). PET scans were quantitatively assessed by manual tumor delineation of ≤ 5 lesions, 2 per organ. Outcome is reported in total lesion glycolysis (TLG), defined as metabolic tumor volume times mean standard uptake value of the tumor. An optimal threshold to assess metabolic response was defined as decrease in TLG ≥15%. Quantitative data were correlated with CT evaluation after 8 weeks of treatment according to RECIST v1.1. Results: Out of 35 patients, 1 was excluded due to an infusion reaction. Median age was 64 years, 74% was male, 4 patients had a BRAF mutated tumor and 9 patients had right-sided primary tumors. 62% of patients had stable disease or partial response on CT after 8 weeks. At the time of this analysis, 88% of patients had progressive disease and 71% had died. Of the patients with right-sided tumors 11% had treatment benefit, compared to 80% in the left-sided group (p = 0.001). None of the 9 metabolic non-responders had treatment benefit, whereas 83% of the metabolic responders had treatment benefit according to RECIST v1.1. After adjustment for age, WHO score, BRAF mutation, sex and primary tumor site, FDG PET response remained correlated with PFS and OS (p = 0.002 and p = 0.014). Conclusions: Early evaluation of metabolic response after 1 dose of cetuximab is highly and independently predictive for treatment benefit with a 100% negative predictive value. Implementation of early FDG-PET evaluation in daily clinical practice can prevent unnecessary toxicity, costs of ineffective treatment and allows timely treatment adjustment for patients with mCRC undergoing anti-EGFR treatment. Clinical trial information: NCT02117466.

  • Open Access

    B-cell imaging with zirconium-89 labelled rituximab PET-CT at baseline is associated with therapeutic response 24 weeks after initiation of rituximab treatment in rheumatoid arthritis patients

    by Stefan Bruijnen, Michel Tsang-A-Sjoe, Hennie Raterman, Tamara Ramwadhdoebe, Daniëlle Vugts, Guus van Dongen, Marc Huisman, Otto Hoekstra, Paul-Peter Tak, Alexandre Voskuyl, et al.

    B cells are key players in the pathogenesis of rheumatoid arthritis (RA). Although successful in 50–60% of patients with RA, anti-B-cell therapy given as rituximab could be more efficient by identifying potential responders prior to treatment. Positron emission tomography (PET) using radiolabeled rituximab for B-cell imaging might provide the means to fulfil this unmet clinical need. The objective of this study was to investigate the association between biodistribution of zirconium-89 (89Zr)-rituximab on PET-computed tomography (CT) and clinical response in patients with RA. We included 20 patients with RA who were starting rituximab treatment. At the first intravenous (i.v.) therapeutic dose, patients were also injected with 89Zr-rituximab, followed by PET-CT. European League Against Rheumatism (EULAR) response criteria were applied to determine response at week 24. PET-CT was analyzed visually and quantitatively. Lymph node (LN) biopsies were performed at 0 and 4 weeks to correlate B-cell counts with imaging data. PET-positive hand joints (range 1–20) were observed in 18/20 patients. Responders had significantly higher 89Zr-rituximab uptake in PET-positive hand joints than non-responders (median target-to-background (T/B)) ratios (IQR) were 6.2 (4.0–8.8) vs. 3.1 (2.2–3.9), p = 0.02). At T/B ≥4.0, positive and negative predictive values for clinical response were respectively 90% and 75%. Quantitative 89Zr-rituximab hand joint uptake on PET correlated inversely with CD22+ B-cell count in LN tissue at 4 weeks of treatment (r = 0.6, p = 0.05). In addition, the CD22+ B-cell count in LN correlated positively with quantitative LN PET data at baseline, supporting the specificity of B-cell imaging on PET. Non-invasive B-cell imaging by 89Zr-rituximab PET-CT has promising clinical value to select RA responders to rituximab at baseline. 89Zr-rituximab PET-CT may also hold promise for monitoring anti-B-cell therapies in other B-cell driven autoimmune diseases, such as systemic lupus erythematosus and Sjögren’s disease.


  • Open Access

    Noninvasive Quantification of Myocardial 11C-Meta-Hydroxyephedrine Kinetics

    by Hendrik Johannes Harms, Marc C. Huisman, Mischa T. Rijnierse, Henri Nmj Greuter, Yu-Lung Hsieh, Stefan de Haan, Robert C. Schuit, Paul Knaapen, Mark Lubberink, Adriaan A. Lammertsma

    [11C]-meta-hydroxyephedrine (HED) kinetics in the myocardium can be quantified using a single tissue compartment model together with a metabolite corrected arterial blood sampler input function (BSIF). The need for arterial blood sampling, however, limits clinical applicability. The purpose of this study was to investigate the feasibility of replacing arterial sampling with imaging derived input function (IDIF) and venous blood samples. Methods: Twenty patients underwent 60 minutes dynamic HED PET/CT scans with online arterial blood sampling. Thirteen of these patients also underwent venous blood sampling. Data were reconstructed using both 3D-RAMLA (3DR) and a time of flight (TF) list-mode reconstruction algorithm. Time-activity curves were fitted using the standard single tissue compartment model with spill-over corrections. For each reconstruction, IDIF results were compared with BSIF results. In addition, IDIF results obtained with venous blood samples and with a transformed ‘venous-to-arterial’ metabolite correction, based on empirically derived transformations, were compared with results obtained with arterial metabolite corrections. Results: Correlations between IDIF and BSIF derived K1 and VT were high (r2 >= 0.89 for 3DR and TF). Slopes of the linear fits were significantly different from 1 for K1, for both 3DR (slope = 0.94) and TF (slope = 1.06). For VT, the slope of the linear fit was different from 1 for TF (slope = 0.93) but not for 3DR (slope = 0.98). Use of venous blood data introduced a large bias in VT (r2 = 0.96, slope = 0.84) and a small bias in K1 (r2 = 0.99, slope = 0.98). Use of a 2nd order polynomial ‘venous-to-arterial’ transformation was robust and greatly reduced bias in VT (r2 = 0.97, slope = 0.99) with no effect on K1. Conclusion: IDIF yielded precise results for both 3DR and TF. Venous blood samples can be used for absolute quantification of HED studies, provided a “venous-to-arterial” transformation is applied. This enables non-invasive, absolute quantification of HED studies.


  • CARDIAC SYMPATHETIC INNERVATION IN PATIENTS WITH IDIOPATHIC PULMONARY ARTERIAL HYPERTENSION: RELATION WITH DISEASE SEVERITY AND THE EFFECTS OF BETA-BLOCKING THERAPY

    by Mischa T. Rijnierse, Jasmijn S. van Campen, Karin de Boer, Hendrik Harms, Marc Huisman, Pieter Raijmakers, Frances S. de Man, Martijn Heymans, Adriaan Lammertsma, Paul Knaapen, et al.

  • Open Access

    Quantification of [11C]-meta-hydroxyephedrine uptake in human myocardium

    by Hendrik J Harms, Stefan de Haan, Paul Knaapen, Cornelis P Allaart, Mischa T Rijnierse, Robert C Schuit, Albert D Windhorst, Adriaan A Lammertsma, Marc C Huisman, Mark Lubberink

    The aims of this study were to determine the optimal tracer kinetic model for [11C]-meta- hydroxyephedrine ([11C]HED) and to evaluate the performance of several simplified methods. Thirty patients underwent dynamic 60-min [11C]HED scans with online arterial blood sampling. Single-tissue and both reversible and irreversible two-tissue models were fitted to the data using the metabolite-corrected arterial input function. For each model, reliable fits were defined as those yielding outcome parameters with a coefficient of variation (CoV) <25%. The optimal model was determined using Akaike and Schwarz criteria and the F-test, together with the number of reliable fits. Simulations were performed to study accuracy and precision of each model. Finally, quantitative results obtained using a population-averaged metabolite correction were evaluated, and simplified retention index (RI) and standardized uptake value (SUV) results were compared with quantitative volume of distribution (VT) data. The reversible two-tissue model was preferred in 75.8% of all segments, based on the Akaike information criterion. However, VT derived using the single-tissue model correlated highly with that of the two-tissue model (r2 = 0.94, intraclass correlation coefficient (ICC) = 0.96) and showed higher precision (CoV of 24.6% and 89.2% for single- and two-tissue models, respectively, at 20% noise). In addition, the single-tissue model yielded reliable fits in 94.6% of all segments as compared with 77.1% for the reversible two-tissue model. A population-averaged metabolite correction could not be used in approximately 20% of the patients because of large biases in VT. RI and SUV can provide misleading results because of non-linear relationships with VT. Although the reversible two-tissue model provided the best fits, the single-tissue model was more robust and results obtained were similar. Therefore, the single-tissue model was preferred. RI showed a non-linear correlation with VT, and therefore, care has to be taken when using RI as a quantitative measure.


  • Open Access

    Pilot study of 89Zr-bevacizumab positron emission tomography in patients with advanced non-small cell lung cancer

    by Idris Bahce, Marc C Huisman, Eline E Verwer, Rogier Ooijevaar, Firdaouss Boutkourt, Danielle J Vugts, Guus Ams van Dongen, Ronald Boellaard, Egbert F Smit

    The aim of this pilot study was to evaluate whether the uptake of 89Zr-bevacizumab in non-small cell lung cancer (NSCLC) tumors could be visualized and quantified. The correlation between tumor 89Zr-bevacizumab uptake and tumor response to antitumor therapy with a bevacizumab-based regimen was explored. Seven NSCLC patients underwent static PET scans at days 4 and 7 after injection of 36.4 ± 0.9 MBq (mean ± SD) 89Zr-bevacizumab, prior to commencing carboplatin-paclitaxel-bevacizumab chemotherapy (CPB). Overall survival (OS) and progression-free survival (PFS) to CPB followed by bevacizumab maintenance therapy was correlated to tumor tracer uptake, quantified using peak standardized uptake values (SUVpeak). Zr-bevacizumab uptake (SUVpeak) was approximately four times higher in tumor tissues (primary tumor and metastases) than in non-tumor tissues (healthy muscle, lung, and fat) on days 4 and 7. A positive trend but no significant correlation could be found between SUVpeak and OS or PFS. This pilot study shows that 89Zr-bevacizumab PET imaging in NSCLC is feasible. Further investigation to validate this technique as a predictive biomarker for selecting patients for bevacizumab treatment is warranted.


  • Open Access

    Promising potential of new generation translocator protein tracers providing enhanced contrast of arthritis imaging by positron emission tomography in a rat model of arthritis

    by Yoony Yj Gent, Karin Weijers, Carla Fm Molthoff, Albert D Windhorst, Marc C Huisman, Michael Kassiou, Gerrit Jansen, Adriaan A Lammertsma, Conny J van der Laken

    Introduction: Early diagnosis of and subsequent monitoring of therapy for rheumatoid arthritis (RA) could benefit from detection of (sub)clinical synovitis. Imaging of (sub)clinical arthritis by targeting the translocator protein (TSPO) on activated macrophages is feasible using(R)-[11C] PK11195-based positron emission tomography (PET), but clinical applications are limited by background uptake in peri-articular bone/bone marrow. The purpose of the present study was to evaluate two other TSPO ligands with potentially lower background uptake in neurological studies, [11C]DPA-713 and [18F]DPA-714, in a rat model of arthritis.Methods: TSPO binding of DPA-713, DPA-714 and PK11195 were assessed byin vitrocompetition studies with [3H]DPA-713 using human macrophage THP-1 cells and CD14+monocytes from healthy volunteers.In vivostudies were performed in rats with methylated bovine serum albumin-induced knee arthritis. Immunohistochemistry with anti-TSPO antibody was performed on paraffin-embedded sections. Rats were imaged with [11C]DPA-713 or [18F]DPA-714 PET, followed byex vivotissue distribution studies. Results were compared with those obtained with the tracer(R)-[11C]PK11195, the established ligand for TSPO.Results: In THP-1 cells, relative TSPO binding of DPA-713 and DPA-714 were 7-fold and 25-fold higher, respectively, than in PK11195. Comparable results were observed in CD14+monocytes from healthy volunteers. In the arthritis rat model, immunohistochemistry confirmed the presence of TSPO-positive inflammatory cells in the arthritic knee. PET images showed that uptake of [11C]DPA-713 and [18F]DPA-714 in arthritic knees was significantly increased compared with contralateral knees and knees of normal rats. Uptake in arthritic knees could be largely blocked by an excess of PK11195. [11C]DPA-713 and [18F]DPA-714 provided improved contrast compared with(R)-[11C]PK11195, as was shown by significantly higher arthritic knee-to-bone ratios of [11C]DPA-713 (1.60 ± 0.31) and [18F]DPA-714 (1.55 ± 0.10) compared with(R)-[11C]PK11195 (1.14 ± 0.19).Conclusions: [11C]DPA-713 and [18F]DPA-714 clearly visualized arthritis and exhibited lower (peri-articular) bone/bone marrow uptake than(R)-[11C]PK11195. These features merit further investigation of these tracers for early diagnosis and therapy monitoring of RA in a clinical setting.


  • Open Access

    Evaluation of the novel folate receptor ligand [18F]fluoro-PEG-folate for macrophage targeting in a rat model of arthritis

    by Yoony Yj Gent, Karin Weijers, Carla Fm Molthoff, Albert D Windhorst, Marc C Huisman, Desirée Ec Smith, Sumith A Kularatne, Gerrit Jansen, Philip S Low, Adriaan A Lammertsma, et al.

    Introduction: Detection of (subclinical) synovitis is relevant for both early diagnosis and monitoring of therapy of rheumatoid arthritis (RA). Previously, the potential of imaging (sub)clinical arthritis was demonstrated by targeting the translocator protein in activated macrophages using(R)-[11C]PK11195 and positron emission tomography (PET). Images, however, also showed significant peri-articular background activity. The folate receptor (FR)-β is a potential alternative target for imaging activated macrophages. Therefore, the PET tracer [18F]fluoro-PEG-folate was synthesized and evaluated in bothin vitroandex vivostudies using a methylated BSA induced arthritis model.Methods: [18F]fluoro-PEG-folate was synthesized in a two-step procedure. Relative binding affinities of non-radioactive fluoro-PEG-folate, folic acid and naturally circulating 5-methyltetrahydrofolate (5-Me-THF) to FR were determined using KB cells with high expression of FR. Bothin vivo[18F]fluoro-PEG-folate PET andex vivotissue distribution studies were performed in arthritic and normal rats and results were compared with those of the established macrophage tracer(R)-[11C]PK11195.Results: [18F]fluoro-PEG-folate was synthesized with a purity >97%, a yield of 300 to 1,700 MBq and a specific activity between 40 and 70 GBq/µmol. Relativein vitrobinding affinity for FR of F-PEG-folate was 1.8-fold lower than that of folic acid, but 3-fold higher than that of 5-Me-THF . In the rat model, [18F]fluoro-PEG-folate uptake in arthritic knees was increased compared with both contralateral knees and knees of normal rats. Uptake in arthritic knees could be blocked by an excess of glucosamine-folate, consistent with [18F]fluoro-PEG-folate being specifically bound to FR. Arthritic knee-to-bone and arthritic knee-to-blood ratios of [18F]fluoro-PEG-folate were increased compared with those of(R)-[11C]PK11195. Reduction of 5-Me-THF levels in rat plasma to those mimicking human levels increased absolute [18F]fluoro-PEG-folate uptake in arthritic joints, but without improving target-to-background ratios.Conclusions: The novel PET tracer [18F]fluoro-PEG-folate, designed to target FR on activated macrophages provided improved contrast in a rat model of arthritis compared with the accepted macrophage tracer(R)-[11C]PK11195. These results warrant further exploration of [18F]fluoro-PEG-folate as a putative PET tracer for imaging (sub)clinical arthritis in RA patients.


  • Open Access

    Radiosynthesis and preclinical evaluation of [11C]prucalopride as a potential agonist PET ligand for the 5-HT4 receptor

    by Hans Jc Buiter, Albert D Windhorst, Marc C Huisman, Joris H De Maeyer, Jan Aj Schuurkes, Adriaan A Lammertsma, Josée E Leysen

    Serotonin 5-HT4 receptor (5-HT4-R) agonists are potential therapeutic agents for enterokinetic and cognitive disorders and are marketed for treatment of constipation. The aim of this study was to develop an agonist positron emission tomography (PET) ligand in order to label the active G-protein coupled 5-HT4-R in peripheral and central tissues. For this purpose prucalopride, a high-affinity selective 5-HT4-R agonist, was selected.


  • Open Access

    [11C]AF150(S), an agonist PET ligand for M1 muscarinic acetylcholine receptors

    by Hans Jc Buiter, Albert D Windhorst, Marc C Huisman, Maqsood Yaqub, Dirk L Knol, Abraham Fisher, Adriaan A Lammertsma, Josée E Leysen

    The M1 muscarinic acetylcholine receptor (M1ACh-R) is a G protein-coupled receptor that can occur in interconvertible coupled and uncoupled states. It is enriched in the basal ganglia, hippocampus, olfactory bulb, and cortical areas, and plays a role in motor and cognitive functions. Muscarinic M1 agonists are potential therapeutic agents for cognitive disorders. The aim of this study was to evaluate [11C]AF150(S) as a putative M1ACh-R agonist PET ligand, which, owing to its agonist properties, could provide a tool to explore the active G protein-coupled receptor.