Visibility and relaxation time mapping of 3-D printed polymers using ultrashort echo time MRI
Tuomainen, Teemu V; Aarnio, Antti; Nykänen, Olli; Nissi, Mikko J (2026-03-20)
Tuomainen, Teemu V
Aarnio, Antti
Nykänen, Olli
Nissi, Mikko J
Elsevier
20.03.2026
Teemu V. Tuomainen, Antti Aarnio, Olli Nykänen, Mikko J. Nissi, Visibility and relaxation time mapping of 3-D printed polymers using ultrashort echo time MRI, Journal of Magnetic Resonance, Volume 387, 2026, 108059, ISSN 1090-7807, https://doi.org/10.1016/j.jmr.2026.108059
https://creativecommons.org/licenses/by/4.0/
© 2026 The Authors. Published by Elsevier Inc. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
https://creativecommons.org/licenses/by/4.0/
© 2026 The Authors. Published by Elsevier Inc. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
https://creativecommons.org/licenses/by/4.0/
Julkaisun pysyvä osoite on
https://urn.fi/URN:NBN:fi:oulu-202604082497
https://urn.fi/URN:NBN:fi:oulu-202604082497
Tiivistelmä
Abstract
The increasing interest in, and affordability of, 3-D printing has made fast prototyping and manufacturing of components and accessories increasingly popular in MRI research. In this work, visibility in magnetic resonance images and T1 and T*2 relaxation times of 3-D printed thermoplastic materials were investigated with multi-band sweep imaging with Fourier transformation (MB-SWIFT) and single point imaging (SPI). Ten commonly available 3-D printable plastics were investigated at 9.4 T. T1 relaxation times were estimated with inversion recovery (IR-LL) and saturation recovery Look-Locker (SR-LL) as well as variable flip angle (VFA) MB-SWIFT techniques. T*2 relaxation times were estimated from SPI data. It was observed that acrylonitrile styrene acrylate (ASA), high impact polystyrene (HIPS), acrylonitrile butadiene styrene (ABS) and some poly(lactic acid) (PLA) -based filaments as well as a proprietary thermoplastic formulation generated detectable signal making them “MRI-visible”. Glycol-modified polyethylene terephthalate (PET-G) and nylon -based filaments as well as some PLA formulations were observed to be “MRI-invisible” with minimal to non-existent signal. T1 parameters were estimated to be between 463 and 773 ms (VFA), 520–1004 ms (IR-LL) and 222–296 ms (SR-LL). Average T*2 relaxation times with SPI were between 69 and 273 μs. The results provide a quantitative basis for selecting fused deposition modeling (FDM) materials for ultrashort echo time MRI applications and highlight the importance of both pulse sequence and material composition when designing MRI-compatible structures.
The increasing interest in, and affordability of, 3-D printing has made fast prototyping and manufacturing of components and accessories increasingly popular in MRI research. In this work, visibility in magnetic resonance images and T1 and T*2 relaxation times of 3-D printed thermoplastic materials were investigated with multi-band sweep imaging with Fourier transformation (MB-SWIFT) and single point imaging (SPI). Ten commonly available 3-D printable plastics were investigated at 9.4 T. T1 relaxation times were estimated with inversion recovery (IR-LL) and saturation recovery Look-Locker (SR-LL) as well as variable flip angle (VFA) MB-SWIFT techniques. T*2 relaxation times were estimated from SPI data. It was observed that acrylonitrile styrene acrylate (ASA), high impact polystyrene (HIPS), acrylonitrile butadiene styrene (ABS) and some poly(lactic acid) (PLA) -based filaments as well as a proprietary thermoplastic formulation generated detectable signal making them “MRI-visible”. Glycol-modified polyethylene terephthalate (PET-G) and nylon -based filaments as well as some PLA formulations were observed to be “MRI-invisible” with minimal to non-existent signal. T1 parameters were estimated to be between 463 and 773 ms (VFA), 520–1004 ms (IR-LL) and 222–296 ms (SR-LL). Average T*2 relaxation times with SPI were between 69 and 273 μs. The results provide a quantitative basis for selecting fused deposition modeling (FDM) materials for ultrashort echo time MRI applications and highlight the importance of both pulse sequence and material composition when designing MRI-compatible structures.
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