journal article·2023-02-09Open access

Fabrication of a three-dimensional bone marrow niche-like acute myeloid Leukemia disease model by an automated and controlled process using a robotic multicellular bioprinting system

Dana M. Alhattab, Ioannis Isaioglou, Salwa Alshehri, Zainab N. Khan, Hepi H. Susapto, Yanyan Li, Yara Marghani, Arwa A. Alghuneim, Rubén Díaz-Rúa, Sherin Abdelrahman, Shuroug AL-Bihani, Farid Ahmed, Raed I. Felimban, Heba Alkhatabi, Raed Alserihi, Malak Abedalthagafi, AlShaibani AlFadel, Abdalla Awidi, Adeel Gulzar Chaudhary, Jasmeen Merzaban, Charlotte A. E. Hauser

Biomaterials Research· Volume 27· Issue 1

Abstract

Abstract Background Acute myeloid leukemia (AML) is a hematological malignancy that remains a therapeutic challenge due to the high incidence of disease relapse. To better understand resistance mechanisms and identify novel therapies, robust preclinical models mimicking the bone marrow (BM) microenvironment are needed. This study aimed to achieve an automated fabrication process of a three-dimensional (3D) AML disease model that recapitulates the 3D spatial structure of the BM microenvironment and applies to drug screening and investigational studies. Methods To build this model, we investigated a unique class of tetramer peptides with an innate ability to self-assemble into stable hydrogel. An automated robotic bioprinting process was established to fabricate a 3D BM (niche-like) multicellular AML disease model comprised of leukemia cells and the BM’s stromal and endothelial cellular fractions. In addition, monoculture and dual-culture models were also fabricated. Leukemia cell compatibility, functionalities (in vitro and in vivo), and drug assessment studies using our model were performed. In addition, RNAseq and gene expression analysis using TaqMan arrays were also performed on 3D cultured stromal cells and primary leukemia cells. Results The selected peptide hydrogel formed a highly porous network of nanofibers with mechanical properties similar to the BM extracellular matrix. The robotic bioprinter and the novel quadruple coaxial nozzle enabled the automated fabrication of a 3D BM niche-like AML disease model with controlled deposition of multiple cell types into the model. This model supported the viability and growth of primary leukemic, endothelial, and stromal cells and recapitulated cell-cell and cell-ECM interactions. In addition, AML cells in our model possessed quiescent characteristics with improved chemoresistance attributes, resembling more the native conditions as indicated by our in vivo results. Moreover, the whole transcriptome data demonstrated the effect of 3D culture on enhancing BM niche cell characteristics. We identified molecular pathways upregulated in AML cells in our 3D model that might contribute to AML drug resistance and disease relapse. Conclusions Our results demonstrate the importance of developing 3D biomimicry models that closely recapitulate the in vivo conditions to gain deeper insights into drug resistance mechanisms and novel therapy development. These models can also improve personalized medicine by testing patient-specific treatments. Graphical Abstract
Source: crossref · Quality: baseline

Research context

OpenAlex topics: 3D Printing in Biomedical Research · Microfluidic and Bio-sensing Technologies · Cellular Mechanics and Interactions

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Laboratory for Nanomedicine, Bioengineering Program, Division of Biological & Environmental Science & Engineering (BESE), King Abdullah University of Science and Technology (KAUST), Thuwal 23955-6900, Saudi Arabia.

Computational Bioscience Research Center (CBRC), King Abdullah University of Science and Technology (KAUST), Thuwal 23955-6900, Saudi Arabia.

KAUST Smart Health Initiative (KSHI), King Abdullah University of Science and Technology (KAUST), Thuwal 23955-6900, Saudi Arabia.

Cell Migration and Signaling Laboratory, Bioscience Program, Division of Biological & Environmental Science & Engineering (BESE), King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia.

Department of Biochemistry, Faculty of Science, University of Jeddah, Jeddah, Saudi Arabia.

Red Sea Research Center (RSRC), King Abdullah University of Science and Technology (KAUST), Thuwal 23955-6900, Saudi Arabia.

Core Laboratories, King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia.

Department of Medical Laboratory Technology, Faculty of Applied Medical Sciences, King Abdulaziz University, Jeddah, Saudi Arabia.

Center of Innovation in Personalized Medicine (CIPM), King Abdulaziz University, Jeddah 21589, Saudi Arabia.

Hematology Research Unit, King Fahd Medical Research Centre, King Abdulaziz University, Jeddah 21589, Saudi Arabia.

Department of Pathology and Laboratory Medicine, Emory School of Medicine, Atlanta, USA.

Division of Hematology, Stem Cell Transplantation & Cellular Therapy, Oncology Center, King Faisal Specialist Hospital & Research Center, Riyadh, Saudi Arabia.

Cell Therapy Center, The University of Jordan, Amman, Jordan.

Medical School, The University of Jordan, Amman, Jordan.

Jordan University Hospital, Amman, Jordan.

Funding

KAUST-smart health initiative · KAUST-KAU initiative, King Abdulaziz University

References (100+)

Show source-provided references
1. Baer MR Bloomfield CD. Multidrug resistance in acute Myeloid Leukemia. Oxford University Press; 1991.10.1093/jnci/83.10.663 ↗
2. 10.1038/leu.2008.12510.1038/leu.2008.125 ↗
3. 10.1586/ehm.11.3010.1586/ehm.11.30 ↗
4. 10.1016/j.cell.2019.01.03110.1016/j.cell.2019.01.031 ↗
5. 10.1038/s41591-018-0233-110.1038/s41591-018-0233-1 ↗
6. Thomas D, Majeti R. Biology and relevance of human acute Myeloid Leukemia stem cells, blood. J Am Soc Hematol. 2017;129(12):1577–85. 1:CAS:528:DC%2BC2sXhtVGqs7%2FJ
7. 10.1007/s11912-020-0885-010.1007/s11912-020-0885-0 ↗
8. Bakker E, Qattan M, Mutti L, Demonacos C, Krstic-Demonacos M. The role of microenvironment and immunity in drug response in Leukemia, Biochimica et Biophysica Acta (BBA)-Molecular. Cell Res. 2016;1863(3):414–26. 1:CAS:528:DC%2BC2MXhtlWltrzF
9. 10.1182/bloodadvances.202000212710.1182/bloodadvances.2020002127 ↗
10. 10.1016/j.drudis.2016.04.01910.1016/j.drudis.2016.04.019 ↗
11. 10.1038/nature1078310.1038/nature10783 ↗
12. 10.1038/nm.364710.1038/nm.3647 ↗
13. 10.1182/blood-2005-06-232510.1182/blood-2005-06-2325 ↗
14. Chen Y, Jacamo R, Shi Y-x, Wang R-y, Battula VL, Konoplev S, Strunk D, Hofmann NA, Reinisch A, Konopleva M. Human extramedullary bone marrow in mice: a novel in vivo model of genetically controlled hematopoietic microenvironment, blood. J Am Soc Hematol. 2012;119(21):4971–80. 1:CAS:528:DC%2BC38XotFOgtLk%3D
15. 10.1016/j.leukres.2018.08.01210.1016/j.leukres.2018.08.012 ↗
16. 10.1039/C6TB02414A10.1039/C6TB02414A ↗
17. 10.1089/ten.tec.2016.040410.1089/ten.tec.2016.0404 ↗
18. 10.1016/j.biomaterials.2011.11.03410.1016/j.biomaterials.2011.11.034 ↗
19. Parikh MR Belch AR Pilarski LM Kirshner J. A three-dimensional tissue culture model to study primary human bone marrow and its malignancies J Visualized Experiments: JoVE (85) (2014).10.3791/50947 ↗
20. 10.3324/haematol.2016.15788310.3324/haematol.2016.157883 ↗
21. 10.1038/s41598-017-04808-010.1038/s41598-017-04808-0 ↗
22. Nair MS, Mony U, Menon D, Koyakutty M, Sidharthan N, Pavithran K, Nair SV, Menon KN. Development and molecular characterization of polymeric micro-nanofibrous scaffold of a defined 3-D niche for in vitro chemosensitivity analysis against acute Myeloid Leukemia cells. Int J Nanomed. 2015;10:3603. 1:CAS:528:DC%2BC2MXht1SlurjM
23. 10.1016/j.biomaterials.2009.11.09410.1016/j.biomaterials.2009.11.094 ↗
24. 10.1186/s40824-022-00338-710.1186/s40824-022-00338-7 ↗
25. 10.1186/s40824-023-00422-610.1186/s40824-023-00422-6 ↗
26. 10.1186/s40824-023-00415-510.1186/s40824-023-00415-5 ↗
27. 10.1021/acsbiomaterials.8b0127710.1021/acsbiomaterials.8b01277 ↗
28. 10.1002/adma.20180659010.1002/adma.201806590 ↗
29. 10.1186/s40824-023-00403-910.1186/s40824-023-00403-9 ↗
30. 10.1186/s40824-023-00376-910.1186/s40824-023-00376-9 ↗
31. 10.1016/j.msec.2016.12.04210.1016/j.msec.2016.12.042 ↗
32. 10.1039/D0TB02424D10.1039/D0TB02424D ↗
33. 10.1088/1748-6041/11/1/01410310.1088/1748-6041/11/1/014103 ↗
34. 10.1021/acs.nanolett.0c0442610.1021/acs.nanolett.0c04426 ↗
35. 10.1021/acsabm.8b0068610.1021/acsabm.8b00686 ↗
36. 10.1021/acs.nanolett.5b0285910.1021/acs.nanolett.5b02859 ↗
37. 10.2217/rme-2018-013710.2217/rme-2018-0137 ↗
38. Khan Z Kahin K Hauser CA. Time-dependent pulsing of microfluidic pumps to enhance 3D bioprinting of peptide bioinks Microfluidics BioMEMS and Medical Microsystems XIX SPIE 2021 pp. 23–31.10.1117/12.2578830 ↗
39. Khan Z Kahin K Rauf S Ramirez-Calderon G Papagiannis N Abdulmajid M Hauser CA. Optimization of a 3D bioprinting process using ultrashort peptide bioinks Int J Bioprinting 5(1) (2019).10.18063/ijb.v5i1.173 ↗
40. 10.1021/acsami.1c0378710.1021/acsami.1c03787 ↗
41. 10.1039/D0TB02424D10.1039/D0TB02424D ↗
42. 10.1073/pnas.101479610810.1073/pnas.1014796108 ↗
43. 10.1110/ps.455010210.1110/ps.4550102 ↗
44. Shi Z Olson CA Rose GD Baldwin RL Kallenbach NR. Polyproline II Structure in a Sequence of Seven Alanine Residues Proc. Natl. Acad. Sci. U.S.A. 99(14) (2002) 9190.10.1073/pnas.112193999 ↗
45. 10.1182/blood-2005-01-024010.1182/blood-2005-01-0240 ↗
46. Chen S Ikoma T Ogawa N Migita S Kobayashi H Hanagata N. In vitro formation and thermal transition of novel hybrid fibrils from type I fish scale collagen and type I porcine collagen Science and technology of advanced materials (2010).10.1088/1468-6996/11/3/035001 ↗
47. 10.1016/S0065-230X(07)99005-310.1016/S0065-230X(07)99005-3 ↗
48. Lakshmanan A Cheong DW Accardo A Di Fabrizio E Riekel C Hauser CA. Aliphatic peptides show similar self-assembly to amyloid core sequences challenging the importance of aromatic interactions in amyloidosis Proceedings of the National Academy of Sciences 110(2) (2013) 519–524.10.1073/pnas.1217742110 ↗
49. 10.1038/srep3267010.1038/srep32670 ↗
50. Actor JK. Chap. 1 - A Functional Overview of the Immune System and Immune Components in: J.K. Actor editor Introductory Immunology (Second Edition) Academic Press2019 pp. 1–16.10.1016/B978-0-12-816572-0.00001-2 ↗
51. 10.1016/B978-0-12-394309-5.00003-110.1016/B978-0-12-394309-5.00003-1 ↗
52. 10.1016/S1074-7613(00)80353-210.1016/S1074-7613(00)80353-2 ↗
53. 10.1016/j.canlet.2011.12.01710.1016/j.canlet.2011.12.017 ↗
54. 10.1158/0008-5472.CAN-07-040210.1158/0008-5472.CAN-07-0402 ↗
55. 10.1016/j.blre.2017.03.00410.1016/j.blre.2017.03.004 ↗
56. 10.1186/s41232-018-0083-810.1186/s41232-018-0083-8 ↗
57. 10.1016/j.stem.2015.02.01410.1016/j.stem.2015.02.014 ↗
58. 10.1002/ijc.2941010.1002/ijc.29410 ↗
59. 10.1016/j.exphem.2009.10.00110.1016/j.exphem.2009.10.001 ↗
60. Yang X Yao R Wang H. Update of ALDH as a Potential Biomarker and Therapeutic Target for AML BioMed research international 2018 (2018).10.1155/2018/9192104 ↗
61. 10.1038/sj.leu.240472110.1038/sj.leu.2404721 ↗
62. 10.1002/cam4.242210.1002/cam4.2422 ↗
63. 10.1016/j.scr.2014.11.00710.1016/j.scr.2014.11.007 ↗
64. 10.5966/sctm.2013-016610.5966/sctm.2013-0166 ↗
65. 10.1021/acs.biomac.0c0004510.1021/acs.biomac.0c00045 ↗
66. 10.1242/jcs.02382010.1242/jcs.023820 ↗
67. 10.1146/annurev.matsci.31.1.8110.1146/annurev.matsci.31.1.81 ↗
68. 10.1182/blood.V96.13.419410.1182/blood.V96.13.4194 ↗
69. 10.1182/blood.202101151010.1182/blood.2021011510 ↗
70. 10.3389/fcell.2023.114991210.3389/fcell.2023.1149912 ↗
71. 10.1016/bs.pmbts.2017.04.00310.1016/bs.pmbts.2017.04.003 ↗
72. 10.1038/nrm390410.1038/nrm3904 ↗
73. 10.1016/j.critrevonc.2019.02.01010.1016/j.critrevonc.2019.02.010 ↗
74. 10.1002/adhm.20200168910.1002/adhm.202001689 ↗
75. 10.3390/cancers1415376110.3390/cancers14153761 ↗
76. 10.1089/ten.teb.2013.053710.1089/ten.teb.2013.0537 ↗
77. 10.1016/j.heliyon.2023.e1346410.1016/j.heliyon.2023.e13464 ↗
78. Chen Q Shou P Zhang L Xu C Zheng C Han Y Li W Huang Y Zhang X Shao C Roberts AI Rabson AB Ren G Zhang Y Wang Y Denhardt DT Shi Y. An osteopontin-integrin interaction plays a critical role in directing adipogenesis and osteogenesis by mesenchymal stem cells Stem Cells 32(2) (2014) 327 – 37.10.1002/stem.1567 ↗
79. 10.1210/endo.142.9.836710.1210/endo.142.9.8367 ↗
80. 10.1111/cpr.1254010.1111/cpr.12540 ↗
81. 10.1002/jcb.2028410.1002/jcb.20284 ↗
82. 10.1002/jcb.2475510.1002/jcb.24755 ↗
83. 10.3389/fcell.2021.76469810.3389/fcell.2021.764698 ↗
84. 10.3389/fcell.2020.0056110.3389/fcell.2020.00561 ↗
85. 10.1159/00012744810.1159/000127448 ↗
86. 10.1016/j.molmet.2020.10099210.1016/j.molmet.2020.100992 ↗
87. 10.1088/1748-605X/ab74e210.1088/1748-605X/ab74e2 ↗
88. 10.1158/1078-0432.CCR-05-077110.1158/1078-0432.CCR-05-0771 ↗
89. Bieker R, Padro T, Kramer J, Steins M, Kessler T, Retzlaff S, Herrera F, Kienast J, Berdel WE, Mesters RM. Overexpression of basic fibroblast growth factor and autocrine stimulation in acute Myeloid Leukemia. Cancer Res. 2003;63(21):7241–6. 1:CAS:528:DC%2BD3sXovVGltrg%3D
90. Javidi-Sharifi N Martinez J English I Joshi SK Scopim-Ribeiro R Viola SK Edwards DKt Agarwal A Lopez C Jorgens D Tyner JW Druker BJ Traer E. FGF2-FGFR1 signaling regulates release of leukemia-protective exosomes from bone marrow stromal cells Elife 8 (2019).10.7554/eLife.47174 ↗
91. 10.1038/s41598-020-62345-910.1038/s41598-020-62345-9 ↗
92. 10.3389/fonc.2022.91895910.3389/fonc.2022.918959 ↗
93. 10.7150/jca.4141510.7150/jca.41415 ↗
94. 10.1016/j.leukres.2016.11.01410.1016/j.leukres.2016.11.014 ↗
95. 10.31557/APJCP.2019.20.3.70510.31557/APJCP.2019.20.3.705 ↗
96. 10.1172/JCI2632210.1172/JCI26322 ↗
97. 10.3389/fonc.2013.0012010.3389/fonc.2013.00120 ↗
98. 10.1021/acs.chemrev.0c0065910.1021/acs.chemrev.0c00659 ↗
99. 10.3389/fimmu.2018.0008910.3389/fimmu.2018.00089 ↗
100. 10.3390/cells902042810.3390/cells9020428 ↗