Electron Spin Resonance Probe Incorporation into Bioinks Permits Longitudinal Oxygen Imaging of Bioprinted Constructs
Molecular Imaging and Biology
https://doi.org/10.1007/s11307-023-01871-0
RESEARCH ARTICLE
Electron Spin Resonance Probe Incorporation into Bioinks Permits
Longitudinal Oxygen Imaging of Bioprinted Constructs
Sajad Sarvari1,2 · Duncan McGee3 · Ryan O’Connell2,4 · Oxana Tseytlin2,4 · Andrey A. Bobko2,4 · Mark Tseytlin2,4,5
Received: 5 May 2023 / Revised: 27 October 2023 / Accepted: 30 October 2023
© The Author(s) 2023
Abstract
Purpose Bioprinting is an additive manufacturing technology analogous to 3D printing. Instead of plastic or resin, cell-laden
hydrogels are used to produce a construct of the intended biological structure. Over time, cells transform this construct into a
functioning tissue or organ. The process of printing followed by tissue maturation is referred to as 4D bioprinting. The fourth
dimension is temporal. Failure to provide living cells with sufficient amounts of oxygen at any point along the developmental
timeline may jeopardize the bioprinting goals. Even transient hypoxia may alter cells' differentiation and proliferation or
trigger apoptosis. Electron paramagnetic resonance (EPR) imaging modality is proposed to permit 4D monitoring of oxygen
within bioprinted structures.
Procedures Lithium octa-n-butoxy-phthalocyanine (LiNc-BuO) probes have been introduced into gelatin methacrylate
(GelMA) bioink. GelMA is a cross-linkable hydrogel, and LiNc-BuO is an oxygen-sensitive compound that permits longitudinal oximetric measurements. The effects of the oxygen probe on printability have been evaluated. A digital light processing
(DLP) bioprinter was built in the laboratory. Bioprinting protocols have been developed that consider the optical properties
of the GelMA/LiNc-BuO composites. Acellular and cell-laden constructs have been printed and imaged. The post-printing
effect of residual photoinitiator on oxygen depletion has been investigated.
Results Models have been successfully printed using a lab-built bioprinter. Rapid scan EPR images reflective of the expected
oxygen concentration levels have been acquired. An unreported problem of oxygen depletion in bioprinted constructs by
the residual photoinitiator has been documented. EPR imaging is proposed as a control method for its removal. The oxygen
consumption rates by HEK293T cells within a bioprinted cylinder have been imaged and quantified.
Conclusions The feasibility of the cointegration of 4D EPR imaging and 4D bioprinting has been demonstrated. The proofof-concept experiments, which were conducted using oxygen probes loaded into GelMA, lay the foundation for a broad
range of applications, such as bioprinting with many types of bioinks loaded with diverse varieties of molecular spin probes.
Keywords Bioprinting · Oximetry · EPR Imaging · Rapid Scan EPR · GelMA · LiNc-BuO · Photo-Crosslinking · Hypoxia ·
Microfluidics · Bioink
Duncan McGee is an equally contributing primary author.
* Mark Tseytlin
1
2
Department of Pharmaceutical Sciences, School
of Pharmacy, West Virginia University, Morgantown, WV,
USA
In Vivo Multifunctional Magnetic Resonance Center
at Robert C. Byrd Health Sciences Center, West Virginia
University, Morgantown, WV, USA
3
Department of Chemical and Biomedical Engineering, West
Virginia University, Morgantown, WV, USA
4
Department of Biochemistry and Molecular Medicine, West
Virginia University, Morgantown, WV, USA
5
West Virginia University Cancer Institute, Morgantown, WV,
USA
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Molecular Imaging and Biology
Introduction
Bioprinting is an additive manufacturing technology
intended for the engineering of functional human tissues
and organs [1, 2]. Human-relevant models are created
that expand our knowledge of the underlying pathological mechanisms in diseases [3–7]. The pharmaceutical
industry and academia use bioprinting with human cells
to screen drugs, including for personalized care [5, 7,
8]. Bioprinting promises to bridge the translational gap
between pre-clinical findings and successful clinical trials since, often, the drugs that exhibited positive results
in animal models fail in clinical settings. Another emerging application of this technology is organ transplantation
[9]. Bioprinted organs made using the patient’s own cells
will eventually solve the problems of donor shortage and
immune rejection [10]. Treatments of burns and other skin
injuries are expected to be one of the first clinical applications of bioprinting [3, 4, 6, 11]. The recently passed US
Congress ‘FDA Modernization Act 2.0’ encourages using
alternatives to animals for drug testing [12]. Bioprinting
is such an alternative.
Bioprinting is analogous to the widely used 3D printing technology that manufactures solid structures with
pre-defined geometrical and mechanical properties [2]
from plastics, ceramics, and metals. Similarly, bioprinting
forms gel-like solid biological structures from bioinks that
consist of hydrogels, cells, cell media, and cross-linking
agents. A wide variety of biological composites have been
developed that are tailored to a specific tissue or organ
of interest [1]. During the post-printing process, cells
undergo modifications, such as differentiation, proliferation, and junction formation. The evolution and maturation of the printed cell-laden constructs are referred to
as four-dimensional (4D) bioprinting [13, 14], where the
fourth dimension is time. The major challenge related to
4D bioprinting is consistent and reliable delivery of nutrients to and removal of waste products from the bioprinted
tissues. Adequate tissue oxygenation is most critical for
attaining bioprinting goals. Even transient hypoxia may
not only affect cell development but also trigger apoptosis.
To overcome the problem of oxygen ( O 2) deficiency in
thick (> 1 cm) prints due to underdeveloped vasculature,
several strategies have been implemented to supply cells
with O2 during neovascularization. Chemical (peroxides
[15, 16]) and biological photosynthesis (algae [3, 17, 18])
approaches have been utilized toward this goal. Introducing such oxygen-generating materials into bioinks has
been evaluated as a solution to the intermittent hypoxia
problem [19–21]. Oxygen generation and delivery must
be optimized to ensure long-term bioprinted construct
progression to the functional tissue or organ. Towards
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this goal, the 4D bioprinting technology has to be supplemented with 4D oximetry ( O 2 mapping in 3D space
and time). Several imaging modalities can be considered
for this purpose. Given the tissue size of centimeters,
the utility of traditional optical methods is questionable.
Light scattering and absorption by biological substances
limit 3D optical imaging depth to several millimeters at
best. Oxygen-detecting techniques of positron emission
tomography (PET) and magnetic resonance imaging (MRI)
can be used as they are not limited by penetration depth.
However, both modalities have practical limitations in the
context of longitudinal 4D oxygen imaging. PET requires
the intr (...truncated)