Custom, spray coated receive coils for magnetic resonance imaging
www.nature.com/scientificreports
OPEN
Custom, spray coated receive coils
for magnetic resonance imaging
A. M. Zamarayeva1,2, K. Gopalan1,2*, J. R. Corea1, M. Z. Liu1, K. Pang1, M. Lustig1 &
A. C. Arias1
We have developed a process for fabricating patient specific Magnetic Resonance Imaging (MRI)
Radio-frequency (RF) receive coil arrays using additive manufacturing. Our process involves spray
deposition of silver nanoparticle inks and dielectric materials onto 3D printed substrates to form
high-quality resonant circuits. In this paper, we describe the material selection and characterization,
process optimization, and design and testing of a prototype 4-channel neck array for carotid imaging.
We show that sprayed polystyrene can form a low loss dielectric layer in a parallel plate capacitor. We
also demonstrate that by using sprayed silver nanoparticle ink as conductive traces, our devices are
still dominated by sample noise, rather than material losses. These results are critical for maintaining
high Signal-to-Noise-Ratio (SNR) in clinical settings. Finally, our prototype patient specific coil
array exhibits higher SNR (5 × in the periphery, 1.4 × in the center) than a commercially available
array designed to fit the majority of subjects when tested on our custom neck phantom. 3D printed
substrates ensure an optimum fit to complex body parts, improve diagnostic image quality, and
enable reproducible placement on subjects.
Healthcare technology can be significantly improved through customization to individual p
atients1–3. Magnetic
resonance imaging (MRI) is one of the examples where the customization of hardware could appreciably advance
clinical outcomes. One of the key factors determining signal-to-noise ratio (SNR) of MR images is the design of
the receive coils that are used to collect RF signal and their proximity to the patient6–8. Particularly, placing coils
close to the body has been shown to significantly improve SNR and, thus, diagnostic image quality9,10. However,
commercially available receive coils are typically designed to accommodate the largest possible subjects and do
not optimally fit every patient or subject. This often results in substantial gaps between the coils and the body,
which in turn compromises SNR. For instance, Corea et al. showed that placing coil only 1.8 cm away from the
body results in an ~ 8% decrease in SNR9. Additionally, conventional coils are not designed for reproducible
positioning on the patient, and do not restrict a patient from moving, which leads to motion artifacts during
MRI scans. These shortcomings hinder the development of the next generation therapeutic approaches, such
as MRI guided s urgeries11–13, that require multiple time-consuming MRI scans on a given patient visit. In addition, fMRI researchers who perform repeated scans on the same subject may find the reproducible placement
of the coils beneficial.
Custom receive coils that are fabricated on-demand to fit a patient’s or subject’s anatomy would address
some of the aforementioned limitations. However, the established commercial manufacturing process is not
suitable for on-demand and custom coil production. Typical coil manufacturing requires a trained RF engineer and involves hand assembly and packaging of electronic components such as copper wires and porcelain
capacitors14. Entirely new approaches that allow seamless manufacturing and integration of electronic elements
must be adopted to enable custom MRI coils. Novel additive manufacturing techniques and solution-processed
materials offer a potential to transform patient-specific coil m
anufacturing15,16. The common concern with
shifting towards solution-processed electronic materials is the higher loss associated with their use; for example,
printed solution-based conductors exhibit lower conductivities than that of bulk metals17. However, in clinical MRI intrinsic losses in the system are dominated by losses stemming from the human body18,19. Therefore,
printed materials could perform comparably or better than the conventional materials, while enabling additive
manufacturing of custom coils.
The first demonstrations of the conformal MRI receive coils did not rely on additive manufacturing and
were fabricated by sewing conductors into f abric20, using m
ercury21,22, or copper t ape23–25 as a conductor. Mager
et al. produced flexible coils using ink-jet printing26. While inkjet printing allows printing coils onto the flexible substrates, it requires many printing passes to achieve the desired conductivity for RF applications15. Corea
et al. developed highly flexible and lightweight receive coils that were fabricated using scalable and low-cost
1
Department of Electrical and Computer Engineering, University of California Berkeley, Berkeley, CA, USA. 2These
authors contributed equally: A. M. Zamarayeva and K. Gopalan. *email:
Scientific Reports |
(2021) 11:2635
| https://doi.org/10.1038/s41598-021-81833-0
1
Vol.:(0123456789)
www.nature.com/scientificreports/
Figure 1. Manufacturing flow diagram for custom specific MRI receive cells. (a) A scan of the volunteer’s
body part (neck) generated using a structural scanner. (b) CAD drawing generated using the structural scan
to perfectly fit the volunteer’s neck and used to 3D-print a custom substrate. (c) Schematic representation of
spray deposing coil components onto the 3D-printed custom substrate. (d) Q spoiling and matching circuitry
connected to the coil with plastic screws and conductive epoxy.
screen-printing approach9,10,13. This paved the way to new opportunities in imaging, particularly for pediatric
patients for whom conventional adult coils are especially problematic.
In this work we developed a process for additive manufacturing of 3D patient-specific MRI coils. Such coils
are advantageous for applications where, in addition to improved SNR and reproducible placement on the patient
are important. The 3D coils also ensure perfect fit to the body parts with complex geometries, like a neck, which
is challenging to achieve with flexible 2D coils. To demonstrate how custom 3D printed coils can improve clinical
imaging, we manufactured a custom neck array for c-spine and carotid artery imaging. Commercial neck coils
are positioned at a distance from the body (Fig. S3a) to have large field of view and fit the majority of subjects, at
the expense of SNR. High-resolution neck imaging is an indispensable tool for the evaluation of health conditions involving the neck and cervical spine. For instance, lesions27–29 or plaque accumulation in the carotid artery
leading to s troke28,30,31 could be imaged and detected.
We used conventional and printed coil arrays to image a neck-shaped loading phantom and compared the
SNR between the two coil arrays. The SNR measured with the printed array exceeded that of the commercially
available four channel neck array (Siemens, Erlangen. Shown in Fig. 3f) by forty percent in the center of the
phantom and up to five (...truncated)