Open Access Article
Z.
Liu
a,
K. S.
Schaap
a,
L.
Ballemans
a,
R.
de Zanger
b,
E.
de Blois
b,
M.
Rohde
a and
E.
Oehlke
*a
aDelft University of Technology, Department Radiation Science and Technology, Mekelweg 15, 2629JB Delft, The Netherlands. E-mail: e.oehlke@tudelft.nl
bErasmus MC., Department of Radiology and Nuclear Medicine, Wytemaweg 80, 3015CN Rotterdam, The Netherlands. E-mail: r.deblois@erasmusmc.nl
First published on 5th September 2017
Microfluidic synthesis techniques can offer improvement over batch syntheses which are currently used for radiopharmaceutical production. These improvements are, for example, better mixing of reactants, more efficient energy transfer, less radiolysis, faster reaction optimization, and overall improved reaction control. However, scale-up challenges hinder the routine clinical use, so the main advantage is currently the ability to optimize reactions rapidly and with low reactant consumption. Translating those results to clinical systems could be done based on calculations, if kinetic constants and diffusion coefficients were known. This study describes a microfluidic system with which it was possible to determine the kinetic association rate constants for the formation of [177Lu]Lu-DOTA-TATE under conditions currently used for clinical production. The kinetic rate constants showed a temperature dependence that followed the Arrhenius equation, allowing the determination of Arrhenius parameters for a Lu-DOTA conjugate (A = 1.24 ± 0.05 × 1019 M−1 s−1, EA = 109.5 ± 0.1 × 103 J mol−1) for the first time. The required reaction time for the formation of [177Lu]Lu-DOTA-TATE (99% yield) at 80 °C was 44 s in a microfluidic channel (100 μm). Simulations done with COMSOL Multiphysics® indicated that processing clinical amounts (3 mL reaction solution) in less than 12 min is possible in a micro- or milli-fluidic system, if the diameter of the reaction channel is increased to over 500 μm. These results show that a continuous, microfluidic system can become a viable alternative to the conventional, batch-wise radiolabelling technique.
The remaining challenge of translating those optimization results to conventional (clinical) reaction vessels, but also to various microfluidic reactor designs without adding extensive additional experiments, could be addressed by determining kinetic constants and diffusion coefficients of the studied systems and calculating expected reaction times for the clinical applied reaction vessels. Additionally, the determined constants could be used to optimize the design of reaction vessels using computational fluid dynamics, as Haroun et al. showed recently for the microfluidic synthesis of [11C]raclopride.10
Both diffusion coefficients and kinetic constants can be obtained with microfluidic systems. So called T-sensors or H-cells have been successfully applied to determine diffusion coefficients of small molecules and proteins.11–13 And Konermann et al. showed in the late 1990s that continuous-flow methods under laminar flow conditions (as are used in microfluidics) allow not only easy and efficient determination of chemical reaction kinetics but avoid the considerable sample consumption typical for conventional continuous-flow kinetic experiments.14–17 The most common application of these systems can be found in time-resolved mass spectrometry, an analytical method used for the study of chemical kinetics or biological dynamics.18,19 A typical laminar flow setup for continuous-flow experiments consists of two capillaries through which the reactants are pumped to a T-mixer, which is again connected to the capillary in which the reaction takes place. The reaction process is measured with various analytical methods (e.g. MS,18,19 IR,20 NMR21) at different lengths of the reaction capillary, equaling different time-points of the reaction.
In this paper, we present such a microfluidic setup for the determination of kinetic association rate constants of radiopharmaceuticals. Considerations regarding the ability of our setup to determine these constants can be found in the ESI.† The reaction yields are determined by an ultra-high performance liquid chromatography (UHPLC) system, which is not connected to the microfluidic system, a fact that currently limits the studied reactions to those which do not occur at room temperature. To show the working principle of our method, we investigated the kinetic properties of the reaction of [177Lu]LuCl3 with 1,4,7,10-tetraazacyclododecane-N,N′,N′′,N′′′-tetraaceticacid[DOTA]0-Tyr3-octreotide (DOTA-TATE) under conditions applied for the clinical preparation of [177Lu]Lu-DOTA-TATE,22–24 and used the obtained results for scale-up considerations. Although the formation of [177Lu]Lu-DOTA-TATE has been studied extensively before,22,25 to the best of our knowledge no kinetic rate constants are known.
177LuCl3 (16 GBq g−1) was produced in the Hoger Onderwijs Reactor (HOR, Delft, The Netherlands). After irradiation, it was dissolved in 0.05 M HCl to a final Lu concentration of appr. 0.13 mM or 0.26 mM. For non-radioactive experiments, LuCl3 solutions of the same concentrations were prepared by diluting a 1 g L−1 Lu standard for ICP (Merck KGaA, Darmstadt, Germany) with 0.05 M HCl. All Lu solutions were analysed by Inductively Coupled Plasma – Optical Emission Spectrometry (ICP-OES, Optima 4300DV, PerkinElmer USA) to determine the exact concentrations. The scale-up radiolabelling tests were done by spiking a non-radioactive LuCl3 solution with 177LuCl3 (0.1 MBq μL−1) obtained from IDB Holland.
All chemicals applied in this study were of the highest grade, especially regarding metal purity, and were purchased at Sigma-Aldrich or Alfa Aesar if not differently indicated. Water was supplied from Milli-Q systems or Sigma-Aldrich.
The two syringes were controlled with syringe pumps (1000 Aladdin single syringe pump) using flowrates between 1 and 160 μL min−1. The dispensing accuracy of the pumps has been specified by the supplier as ±1%, which was verified by weighing the amount of water pushed through the whole setup at different flowrates over time periods of 20 to 60 min.
:
1 (DOTA-TATE
:
Lu), giving a molar ratio of 2.33
:
1. The reaction capillary was heated to 80.1 ± 0.2 °C, and the pH of the reaction solution was 4.0–4.5. To be able to analyse the samples accurately with the radio-detector, samples of 40 μL were taken.
For TLC, Whatman™, 3MM chromatography paper was used with 50% acetonitrile in water as solvent.27 The labelled compound had an Rf of 1, while the free radionuclide stayed at the origin.
For UHPLC an UPLC® Acquity system (H-class, UPLC column, Acquity UPLC HSS C18, 1.8 μm 2.1 × 50 mm column) equipped with an autosampler manager module at 6 °C and an Acquity PDA 2996 UV detector (Waters, Etten-Leur, The Netherlands) and Empower 3 software (Waters, The Netherlands) was used. A gradient of Methanol and 0.1% TFA was set over 3 min with a flow of 0.5 mL min−1 (see ESI†). Retention time of DOTA-TATE was ∼2.17 min, of Lu-DOTA-TATE ∼2.28 min, and ∼0.34 min and ∼0.57 min for free Lu. Radioactivity was monitored with an Osprey digital multichannel analyser connected to a NaI detector, and dedicated software (MetorX B.V, Goedereede, The Netherlands), connected to the UHPLC system.
at 20 °C) was calculated based on the Stokes–Einstein equation,31 while the one of [177Lu]Lu-DOTA-TATE was determined to be 1.9 ± 0.4 × 10−10 m2 s−1 at 20 ± 1 °C using a method described by Miložič et al.11 (for details see ESI†). The diffusion coefficient of DOTA-TATE was approximated to be the same as the one for [177Lu]Lu-DOTA-TATE. All diffusion coefficients were adjusted to the required temperatures by using the Stokes–Einstein equation.31
![]() | (1) |
![]() | (2) |
is the velocity (m s−1), p is the pressure (Pa), ρ is the density of the fluid (kg m−3) and μ is the dynamic viscosity of the fluid (Pa s).
The convection–diffusion-reaction equation governs the transport of chemical species:31
![]() | (3) |
is the diffusion coefficient of the chemical species i (m2 s−1), and ci denotes the concentration of the chemical species i (mol m−3). Ri denotes the reaction rate of chemical species i (mol m−3 s−1). This term represents the rate of formation of the product and the rate of consumption of the reactants.
Finally, the heat transfer process is governed by eqn (4):31
![]() | (4) |
Two 2-dimensional models were built to simulate the microfluidic system with or without using a static mixing tee in the experiment. For simulating the behaviour of a mixing tee, the model assumed that the reactants are fully mixed at the beginning of the reaction channel.
A T-shaped model simulated the behaviour of applying a normal tee to combine the streams of reactants. The model had two separate inlet streams where the lutetium solution entered through the top inlet and DOTA-TATE was present in the bottom inlet (Fig. 2). In this case, the reactants mix through diffusion as they progress along the reaction channel. The steady state Navier–Stokes equation was solved to describe the advection of the solution. The resolved velocity field was then coupled to the convection term both in the mass transport equation (eqn (3)) and in the heat transport equation (eqn (4)). The boundary conditions and parameters used in the models are listed in Tables 1 and 2.
is the normal vector, U0 is the average velocity at the inlet, p0 is the pressure at the outlet, c0,i denotes the concentration of the chemical species i at the inlet, T0 is the initial temperature of the reaction solution, and Tw is the desired reaction temperature at the heated channel wall
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| Fig. 3 Comparison of measured reaction yield of [177Lu]Lu-DOTA-TATE for UV and radio-detection. The reaction was done in a 100 μm channel at 80 °C. | ||
Fig. 4 shows the reaction yield of Lu-DOTA-TATE as a function of residence time for different temperatures determined in a capillary with 100 μm inner diameter. Due to optimal heat and mass transfer in the microfluidic system much lower reaction times (44 s at 80 °C for 99% yield) are needed than those reported for conventional systems (8–15 min at pH 4 and 80 °C).25 The data shows also that the synthesis of Lu-DOTA-TATE is highly temperature dependent, which has been observed before for lanthanide DOTA-peptide conjugates, but was never quantified.32 The most extensive reaction studies that are available for different temperatures were done recently for Sc-DOTA and Sc-DOTA-TATE complexes at four different temperatures (25, 40, 70, and 90 °C).33
The measured data was fitted for each temperature to a second order rate equation. This neglects the fact that the formation of metal-DOTA complexes is a process involving several species (depending on the protonation status of the carboxylic groups on the DOTA molecule) and also reversible intermediate forms.29,34 However, the overall reaction has already previously been considered a second order reaction.29 The kinetic association rate constants that were obtained are given in Table 3.
| Temperature (°C) | k (M−1 s−1) | R 2 |
|---|---|---|
| 88.5 ± 0.2 | 1868 ± 100 | 0.7861 |
| 80.1 ± 0.2 | 902 ± 16 | 0.9793 |
| 75.1 ± 0.2 | 396 ± 15 | 0.9553 |
| 70.2 ± 0.2 | 223 ± 10 | 0.9408 |
| 59.5 ± 0.2 | 60.4 ± 2.8 | 0.8327 |
Fig. 5 shows the dependence of the kinetic association rate constants on the temperature. The Arrhenius equation was fitted to all data points (R2 = 0.991), which allowed the determination of the Arrhenius parameters for the studied reaction under the applied conditions (A = 1.24 ± 0.05 × 1019 M−1 s−1, EA = 109.5 ± 0.1 × 103 J mol−1, an Arrhenius plot (ln(k) vs. 1/T) is shown in the ESI†). We were not able to find Arrhenius parameters for Lu-DOTA-TATE, Lu-DOTA or any similar lanthanide complexes in literature. All accessible kinetic data has been determined for temperatures around 25 °C.28,29,32,34
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| Fig. 5 Dependence of kinetic association constants on temperature. The data points were fitted to the Arrhenius equation. | ||
The obtained parameters were further used to estimate kinetic association constants for other temperatures. Based on these constants, the residence times needed to achieve 99% radiochemical yield were calculated as a function of temperature for the conditions described in this paper (see Fig. 6). In a reaction vessel that has optimal mass and heat transfer, reaction times under one hour can be still achieved at 43 °C (t = 55 min). A slightly higher temperature, 52 °C, already allows for a reaction time of under 20 min. The estimated kinetic rate constant for 25 °C (0.813 M−1 s−1 = 4.88 × 10−2 mM−1 min−1) is in the same order of magnitude as the one determined for Lu-DOTA previously by electrophoresis (4.54 ± 0.24 × 10−2 mM−1 min−1 in 20 mM sodium acetate solution, pH 4.2)28 and would lead to reaction times of 12 h in a reaction vessel with optimal heat and mass transfer.
A point to consider when applying the here described microfluidic method for the synthesis of [177Lu]Lu-DOTA-TATE is the stability of clinical DOTA-TATE kits, which we used in this study. Previous syntheses of [177Lu]Lu-DOTA-TATE at Erasmus MC showed no detectable differences between newly prepared and old, slightly yellow, DOTA-TATE kits, and therefore these older kits are often used for first research studies. However, during our microfluidic experiments, we observed a clear trend to slower kinetics, if kit solutions were not stored at −20 °C in the dark, but had degraded over time (see Fig. 7). Reasons for this degradation could be the instability of ascorbate, which is added as radical scavenger and buffer to the solution,35 and is known to degrade at high storage temperatures, light, high pH values and in the presence of dissolved oxygen.36–38 Further investigation into the reasons for this degradation was out of scope for this study, however, it is an important point to mention, since this is the first time that degradation of kit solution has been observed to affect the synthesis of [177Lu]Lu-DOTA-TATE.
![]() | ||
| Fig. 7 Dependence of Lu-DOTA-TATE formation on time of storage of DOTA-TATE kit at room temperature. The reaction was done in a 100 μm channel at 80 °C. | ||
To determine the influence of the capillary diameter on the formation rate of [177Lu]Lu-DOTA-TATE for even higher diameters, we modelled two system options: one where the reactants were completely mixed at the beginning of the reaction channel (for example by using a static mixing tee), and one where the reactant solutions were added separately and mixing occurred solely through diffusion (Fig. 9). The computational results for the fully mixed model show that if complete mixing is achieved at the beginning of the channel, only slightly decreased yields are expected for [177Lu]Lu-DOTA-TATE when increasing the channel diameter up to 1.5 mm (Fig. 9a). Fig. 9b depicts the concentration profile of [177Lu]Lu-DOTA-TATE at the end of the reaction channel. Most of the product is formed at the walls, since the low velocities there (see Fig. 2) lead to a longer residence time of the liquid. If the solutions are, however, added separately, most of the product will be formed at the centre of the channel where LuCl3 and DOTA-TATE already had time to mix by diffusion (Fig. 9d). This leads to significantly slower reactions for larger diameters (see Fig. 9c). Nevertheless, reaction times will be with less than 100 s still smaller than those required for conventional reaction vessels (8–15 min).22,33
Based on the simulation results obtained for the fully mixed model, we calculated the highest flowrate possible in micro- or milli-fluidic systems (0.1–1.5 mm ID, 1 m length) to still achieve the residence time necessary for 99% yield, and also determined the time required to process 3 mL of reaction solution (Fig. 10). These 3 mL are the volume currently processed at Erasmus MC during clinical labelling (reaction time 30 min), leading to four patient doses. Our results show that reaction capillaries with inner diameters equal to or higher than 500 μm will allow for processing times that are less than 12 min, which makes this reactor setup a viable option for clinical production. However, these results do not consider other factors such as the influence of diameter on radiolysis8 (for small diameters radiolysis can be reduced, if the range of radiation is significant higher than the applied diameter) or the adsorption of chemical species on the channel walls4–6 (due to the considerable surface area adsorption can reduce the amount of radiopharmaceutical produced). For a microfluidic reactor that can make clinical amounts of [177Lu]Lu-DOTA-TATE in an acceptable timeframe, these factors will need to be taken into account.
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| Fig. 10 Dependence of highest possible flowrate to achieve 99% yield on the inner diameter of the reaction capillary, and time required for the reaction of 3 mL reaction solution. | ||
Footnote |
| † Electronic supplementary information (ESI) available. See DOI: 10.1039/c7dt01830d |
| This journal is © The Royal Society of Chemistry 2017 |