Richard Joshua Murdock1,2 and Michael Cima2,3
1Health Sciences & Technology, Massachusetts Institute of Technology, Cambridge, MA, United States, 2Koch Institute For Integrative Cancer Research, Cambridge, MA, United States, 3Materials Science & Engineering, Massachusetts Institute of Technology, Cambridge, MA, United States
Synopsis
Continuous biochemical monitoring remains a critical challenge in the biosensing community as longevity, biocompatibility,
and signal transduction limit multi-month implantation. We
propose a novel design and evaluation of the sensing capability of a magnetic
nanoparticle dosimeter assay for in vivo implementation, readable by magnetic
relaxation. This local diagnostic device offers continuous sentinel evaluation and
longitudinal tracking of critical biomarkers found to correlate with cardiovascular
disease states. The current design exhibits an order of magnitude improvement
in performance compared to prior studies, translating into a predicted 29 week
lifetime.
Introduction
Harnessing the
diversity of sensing platforms for applications in complex biological environments
has been a challenge in the field of biosensing. Electrochemical, optical, and fluorescence
systems have been proposed, most with limitations in biocompatibility,
sensitivity, and deep-tissue signal transduction from opaque media, to longevity
under non-laboratory conditions. We have developed an implantable diagnostic
device that addresses these limitations for the continuous measurement of
biomarkers using a nanoparticle aggregation assay (Magnetic Relaxation Switches,
MRSw).1,2 Exposure to target induces a switch from a
dispersed to an assembled state with a corresponding change in magnetic
relaxation properties allowing for robust contrast. Current applications focus
on diagnostics in chronic and transient cardiac disease models with low sampled
concentrations and temporary elevations in biomarker presence frequently missed
by serial sampling. We address assay sensing functionality, tunability, and
degradation to lay the groundwork for multi-month implantation.Methods
Magnetic contrast depends
on the core nanomaterial while biological functionality is provided by surface ligands with an affinity
toward multivalent targets (Fig. 1a). Polyclonal anti-Myoglobin was conjugated to the surface of
superparamagnetic iron oxide nanoparticles with aminated dextran shells (20-50
nm). Particles were mixed with target to produce aggregation-induced magnetic
contrast. Proton Relaxation measurements (transverse relaxation time, T2,eff)
were acquired on a custom single-sided, inhomogeneous field, NMR relaxometer
(0.43 T, 25°C, NMR MOUSE) fitted with a programmable robotic stage
scanning each well of a microplate over the read region (9x9x0.3 mm).3 A CPMG pulse sequence was
used: TE = 0.035 ms, 5454 echoes, 15 scans, TR = 6 s. Relaxation times were determined
by a single exponential fit to echo peak intensities with a custom MATLAB script.
Cylindrical Delrin diffusion devices were filled with particle colloidal
suspension and sealed with a 30 nm pore polycarbonate semi-permeable membrane of
varying open cross-sectional area via a double-sided adhesive (Fig. 3a). Devices were exposed
to varying concentrations of target while aggregation response was read by
single-sided MR every 90-120 minutes for up to 48 hrs. Degradation of particles
was measured by loss of ligand from the surface and changes in MRSw performance
after elevated temperature storage for up to 12 weeks.Results
Ligand valency
was tuned over an order of magnitude by varying conjugation parameters (Fig. 1b). Conjugation
stability under standard storage conditions indicated a lifetime >5 months by
isolating free from bound protein by centrifugation (Fig. 1c,d). A maximum of 1% of conjugated ligand
was released, minimally decreasing valency. MRSw performance showed prozone
agglutination behavior with quantitative exposure ranging from 50-2000 ng/mL of
target and sufficient contrast in <2 hrs (Fig. 2a-c). Saturation response was shown to be
tunable by varying particle iron concentration from 7.5-60 μg/mL. Comparing response
curves showed that molar excess of target to ligand is a unifying saturation
metric (Fig. 2d,e).
Device dosimeter performance was validated for the Myoglobin model. Unmodified
devices were compared to reduced cross-section devices (3 & 6 holes) in
MRSw performance to temporary biomarker elevations. Saturation was tuned from 4
to >12 μg/mL*hrs corresponding with 8 to >24 hrs of biomarker elevation
at 500 ng/mL (Fig. 3c-e).
4 hr equilibration and signal stability post-exposure for >12 hrs was also
observed. Biochemical and aggregation performance degradation parameters were evaluated.
Over 6.5 weeks of elevated temperature storage, <2% of the conjugated antibody
was unbound (Fig. 4a,b).
Control antibody did not show appreciable drift in binding performance as
measured by ELISA. MRSw longitudinal performance on exposure to target after 0-12
weeks of incubation showed a monotonically decreasing response rate (Fig. 4c). Exponential fit
to decay curve at 24 hrs predicts a 29 week “switch” (on/off) sensor lifetime
for an infarction condition (500 ng/mL Myo) (Fig. 4c, Top Inset).Discussion
The MRSw system can be derivatized for a cardiac
biomarker with usable sensitivity and saturation dosimeter response
corresponding to elevations expected in a Myocardial Infarction (MI). Device performance
can be tuned by matching sensor characteristics (membrane cross-sectional area,
particle size, ligand affinity and valency, etc.) with the physiological range
of target sensitivity and saturation desired. By tuning surface chemistry and
bioconjugation strategies we have enhanced the performance of the switch-based
system by an order of magnitude over prior studies. Assay usable lifetime and
nanostructure degradation are key parameters in multi-month applications. We
have shown the limiting factor is not the loss of ligand from the surface of
the particles but rather the loss of binding activity as seen in elevated
temperature experiments.Conclusion
This implant has the potential to broaden diagnostics in personalized medicine by
addressing the hurdles of longevity and robust sensor signal stability in complex environments.
Translation of single-sided relaxometry results to deep tissue measurement of
biosensor output is made possible by MR localization and the large contrast produced
by target-induced aggregation. In situ diagnostics offer sentineling
of critical biomarkers, providing a deeper understanding of the local biology
in heterogeneous systems. Continuous monitoring provides valuable timescale
data to clinicians giving them insight into patients’ lab results for early
intervention and data collection throughout treatment. This implant has the
capacity to bridge the gap between lab and clinical-grade sensors, significantly
improving preventative and interventional medicine by leveraging the robust and tunable nature
of the MRSw assay.Acknowledgements
Funding provided by the National Science
Foundation Graduate Research Fellowship Program. This work made use of the
MRSEC Shared Experimental Facilities at MIT, supported by the National Science
Foundation under award number DMR-14-19807. The authors also thank the Hammond
Lab for their assistance with the project.References
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