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International Journal of Bioprinting                  3D printability and biochemical analysis of orange peel waste



            ARE-250, Thinky Corporation, Tokyo, Japan) for 5 min   lens. Surface profiling and color map overlay were done
            at 2000 rpm at 25°C.                               using the original software developed for the microscope.
            2.3. Rheological characterization                  2.6. Extraction and liquid chromatography-mass
            The oscillatory rheometer (Discovery Hybrid Rheometer   spectrometry profiling of 3D-printed samples
            DHR-2, TA Instruments, Delaware, USA) was used to   About 0.1 g of orange peel powder and 0.5 g of ink and
            measure the rheological properties of OPW inks. Stainless   printed samples were weighed and extracted using
            steel parallel plates with a diameter of 20 mm and a   methanol extraction [31,32] . Briefly, 15 mL of methanol was
            truncation gap of 500 mm were used for all measurements.   added into each tube and placed in a sonicator with a
            Viscosity tests were conducted by applying a stepwise shear   water bath, and subjected to sonication at high frequency
            rate ramp from 0.01 to 1000 s . To assess the viscoelastic   for 30 min at 40°C [31,32] . Extracts were subsequently filtered
                                    -1
            properties of the samples, stress sweep measurements   and used for subsequent experiments through a 0.45-µm
            were performed with a logarithmically increasing shear   filter and deposited in vials for compound analysis in the
            stress at a constant frequency of 1 Hz over the range of   auto-sampling rack [31,32] . Liquid chromatography-mass
            0.1–4000 Pa. Excess material outside the parallel plates was   spectrometry (LC/MS; Zorbax SB-C18 3.5 microns, 2.1 ×
            removed before measurements to prevent the edge effect.   50 mm; Agilent, USA) was used to measure the level of
            All rheological measurements were conducted at room   flavonoids detected in the 3D-printed samples. The column
            temperature on triplicates.                        temperature was kept at 40°C, and the total flow rate was
                                                               fixed at 1.0 mL/min . The injection volume was 10 µL,
                                                                               [32]
            2.4. DIW 3D printing
                                                               and  it  was separated  concurrently  in Nexera  X-2  HPLC
               A pneumatic extrusion-based DIW printer (SHOTmini   (Shimadzu, Japan) and LCMS-8050 LC-MS (Shimadzu,
            200 Sx, Musashi Engineering, Inc., Tokyo,  Japan) was   Japan) . A mobile phase containing 0.1% formic acid in
                                                                    [30]
            used to print 3D models. MuCAD V software (Musashi   water and acetonitrile was used in the gradient elution [31,32] .
            Engineering, Inc., Tokyo, Japan) was used to control the   The gradient parameter was calculated in a negative mode
            speed and printing path of the DIW printer. Solidworks   (M-H-) using the following conditions: 0.10 min at 10%,
            (Dassault Systèmes, Waltham, MA, USA), a computer-aided   15.00 min at 100%, 15.10 min at 10%, and 25.10 min at
            design (CAD) software, was used to create a 3D model. The   10%; this condition was used to re-equilibrate the column
            created 3D model was then exported from Solidworks as a   to its starting settings . The electrospray ionization mass
                                                                                [32]
            standard tessellation language (STL) file, which was then   spectrometry (ESI) was run with a 2.8 L/min nebulizing
            loaded into Slic3r, open-source software that divides the   gas flow, a 300°C interface temperature, and a 9.0 L/min
            model into layers and creates G-code for 3D printers. In   heating and drying gas flow [31,32] . Prior to getting an average
            Slic3r, the infill level was selected. A home-made Python   reading for the three samples, the measured peak intensity
            programming script was used to convert the resulting   for each sample was normalized to achieve a consistent
            G-code to MuCAD V code, which was then put onto the   sum [31,32] .
            DIW printer. All samples were loaded into a 50-mL Luer
            lock dispensing syringe (V-S liquid control equipment,   2.7. Antioxidant capacity assays
            China) fitted with a 20-G nozzle (Birmingham Gauge)   The 1,1-diphenyl-2-picrylhydrazyl (DPPH) and azinobis-
            (V-S liquid control equipment, China). All substrates used   3-ethylbenzothiazoline-6-sulfonic acid (ABTS) assays
            in this work were pre-cleaned glass substrates (Matsunami   were deployed in assessing the antioxidant capacity of the
            Glass Ind., Ltd, Osaka, Japan). Before printing, the standoff   extracts obtained from 3D-printed samples. The principle
            distance between the substrate and nozzle was calibrated   of  both  assays  allowed  us to determine  the  antioxidant
            to the layer thickness (set at 0.40 mm) using a height feeler   properties of the extracts by quantifying their ability to
            gauge (QST Express-01, China). Throughout the printing   scavenge free radicals [31,33,34] . In the DPPH assay, the blank
            process, the printing speed and dispensing pressure were   (200 µL of methanol), and 100 µL of extracts from orange
            30 mm/s and 0.160 MPa, respectively. All printings were   peel powder, ink, and printed samples were transferred
            conducted at room temperature in a chamber to maintain   into the 96-well plate. Consequently, excluding the blank,
            a sterile environment. The process is illustrated and   100 µL of 100 µM DPPH solution were added into each
                                                                                              [32]
            with the photograph of the experimental printer setup    well for incubation at 25°C for 30 min . All experiments
            (Figure 1).                                        were performed in triplicates. Ascorbic acid (10 mM) was
                                                               used as the positive control for antioxidant scavenging
            2.5. Microscope imaging                            activity . For the ABTS assay, 88 µL of 140 mM potassium
                                                                     [32]
            The height of the two-layer grid patterns was evaluated   persulfate solution was added to 7 mM ABTS solution and
            using an optical microscope (VHX-7000N, Keyence, Osaka,   the mixture was stored in the dark for 16 h . This produced
                                                                                               [31]
            Japan). The images were taken with a 40× magnification   a dark purple-colored solution, consisting of ABTS•+,

            Volume 9 Issue 5 (2023)                        512                         https://doi.org/10.18063/ijb.776
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