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Kozminsky M, Scheideler OJ, Li B, Liu NK, Sohn LL. Multiplexed DNA-Directed Patterning of Antibodies for Applications in Cell Subpopulation Analysis. ACS APPLIED MATERIALS & INTERFACES 2021; 13:46421-46430. [PMID: 34546726 PMCID: PMC8817232 DOI: 10.1021/acsami.1c15047] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
Antibodies provide the functional biospecificity that has enabled the development of sensors, diagnostic tools, and assays in both laboratory and clinical settings. However, as multimarker screening becomes increasingly necessary due to the heterogeneity and complexity of human pathology, new methods must be developed that are capable of coordinating the precise assembly of multiple, distinct antibodies. To address this technological challenge, we engineered a bottom-up, high-throughput method in which DNA patterns, comprising unique 20-base pair oligonucleotides, are patterned onto a substrate using photolithography. These microfabricated surface patterns are programmed to hybridize with, and instruct the multiplexed assembly of, antibodies conjugated with the complementary DNA strands. We demonstrate that this simple, yet robust, approach preserves the antibody-binding functionality in two common applications: antibody-based cell capture and label-free surface marker screening. Using a simple proof-of-concept capture device, we achieved high purity separation of a breast cancer cell line, MCF-7, from a blood cell line, Jurkat, with capture purities of 77.4% and 96.6% when using antibodies specific for the respective cell types. We also show that antigen-antibody interactions slow cell trajectories in flow in the next-generation microfluidic node-pore sensing (NPS) device, enabling the differentiation of MCF-7 and Jurkat cells based on EpCAM surface-marker expression. Finally, we use a next-generation NPS device patterned with antibodies against E-cadherin, N-cadherin, and β-integrin-three markers that are associated with epithelial-mesenchymal transitions-to perform label-free surface marker screening of MCF10A, MCF-7, and Hs 578T breast epithelial cells. Our high-throughput, highly versatile technique enables rapid development of customized, antibody-based assays across a host of diverse diseases and research thrusts.
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Affiliation(s)
- Molly Kozminsky
- California Institute of Quantitative Biosciences, University of California, Berkeley, 174 Stanley Hall, Berkeley, California 94720, United States
| | - Olivia J Scheideler
- The UC Berkeley-UC San Francisco Graduate Program in Bioengineering, University of California, Berkeley, 306 Stanley Hall, Berkeley, California 94720, United States
| | - Brian Li
- The UC Berkeley-UC San Francisco Graduate Program in Bioengineering, University of California, Berkeley, 306 Stanley Hall, Berkeley, California 94720, United States
| | - Nathaniel K Liu
- Department of Mechanical Engineering, University of California, Berkeley, 5118 Etcheverry Hall, Berkeley, California 94720, United States
| | - Lydia L Sohn
- California Institute of Quantitative Biosciences, University of California, Berkeley, 174 Stanley Hall, Berkeley, California 94720, United States
- The UC Berkeley-UC San Francisco Graduate Program in Bioengineering, University of California, Berkeley, 306 Stanley Hall, Berkeley, California 94720, United States
- Department of Mechanical Engineering, University of California, Berkeley, 5118 Etcheverry Hall, Berkeley, California 94720, United States
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Smith KJ, Jana JA, Kaehr A, Purcell E, Opdycke T, Paoletti C, Cooling L, Thamm DH, Hayes DF, Nagrath S. Inertial focusing of circulating tumor cells in whole blood at high flow rates using the microfluidic CTCKey™ device for CTC enrichment. LAB ON A CHIP 2021; 21:3559-3572. [PMID: 34320046 DOI: 10.1039/d1lc00546d] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
Circulating tumor cells (CTCs) are extremely rare cells shed from tumors into the blood stream. These cells can provide valuable information about their tumor of origin and direct treatment decisions to improve patient outcomes. Current technologies isolate CTCs from a limited blood volume and often require pre-processing that leads to CTC loss, making it difficult to isolate enough CTCs to perform in-depth tumor analysis. Many inertial microfluidic devices have been developed to isolate CTCs at high flow rates, but they typically require either blood dilution, pre-processing to remove red blood cells, or a sheath buffer rather than being able to isolate cells directly from whole blood. To decrease the need for pre-processing while increasing CTC yield, we developed an inertial device, the CTCKey™, to focus CTCs in whole blood at high throughput yielding a concentrated product stream enriched for CTCs. The CTCKey™ consists of two sections to create CTC enriched blood that can be further processed using any CTC isolation device to selectively isolate the CTCs. A thorough analysis was performed using the MCF7 breast cancer cell line spiked into bovine serum albumin (BSA) solutions of varying concentrations, as well as whole blood to characterize the focusing patterns of the CTCKey™. At the optimal flow rate of 2.4 mL min-1, the CTCKey™ reduces the CTC containing blood volume by 78%; the CTCs from 1 mL of blood are now in 0.22 mL of blood. The CTCKey's™ ability to concentrate CTCs from a large original blood volume to a smaller, highly concentrated volume enables a much greater blood volume to be interrogated by downstream isolation and characterization methods despite their low volume input limitations.
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Affiliation(s)
- Kaylee Judith Smith
- Chemical Engineering, University of Michigan, 2800 Plymouth Rd., Ann Arbor, Michigan, USA.
| | | | - Anna Kaehr
- Chemical Engineering, University of Michigan, 2800 Plymouth Rd., Ann Arbor, Michigan, USA.
| | - Emma Purcell
- Chemical Engineering, University of Michigan, 2800 Plymouth Rd., Ann Arbor, Michigan, USA.
| | - Tyler Opdycke
- Chemical Engineering, University of Michigan, 2800 Plymouth Rd., Ann Arbor, Michigan, USA.
| | - Costanza Paoletti
- Department of Internal Medicine, University of Michigan Rogel Cancer Center, Ann Arbor, Michigan, USA
| | - Laura Cooling
- Department of Pathology, University of Michigan, Ann Arbor, Michigan, USA
| | - Douglas H Thamm
- Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Daniel F Hayes
- Department of Internal Medicine, University of Michigan Rogel Cancer Center, Ann Arbor, Michigan, USA
| | - Sunitha Nagrath
- Chemical Engineering, University of Michigan, 2800 Plymouth Rd., Ann Arbor, Michigan, USA.
- Department of Internal Medicine, University of Michigan Rogel Cancer Center, Ann Arbor, Michigan, USA
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Day KC, Lorenzatti Hiles G, Kozminsky M, Dawsey SJ, Paul A, Broses LJ, Shah R, Kunja LP, Hall C, Palanisamy N, Daignault-Newton S, El-Sawy L, Wilson SJ, Chou A, Ignatoski KW, Keller E, Thomas D, Nagrath S, Morgan T, Day ML. HER2 and EGFR Overexpression Support Metastatic Progression of Prostate Cancer to Bone. Cancer Res 2016; 77:74-85. [PMID: 27793843 DOI: 10.1158/0008-5472.can-16-1656] [Citation(s) in RCA: 122] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2016] [Revised: 09/22/2016] [Accepted: 10/18/2016] [Indexed: 12/21/2022]
Abstract
Activation of the EGF receptors EGFR (ErbB1) and HER2 (ErbB2) drives the progression of multiple cancer types through complex mechanisms that are still not fully understood. In this study, we report that HER2 expression is elevated in bone metastases of prostate cancer independently of gene amplification. An examination of HER2 and NF-κB receptor (RANK) coexpression revealed increased levels of both proteins in aggressive prostate tumors and metastatic deposits. Inhibiting HER2 expression in bone tumor xenografts reduced proliferation and RANK expression while maintaining EGFR expression. In examining the role of EGFR in tumor-initiating cells (TIC), we found that EGFR expression was required for primary and secondary sphere formation of prostate cancer cells. EGFR expression was also observed in circulating tumor cells (CTC) during prostate cancer metastasis. Dual inhibition of HER2 and EGFR resulted in significant inhibition of tumor xenograft growth, further supporting the significance of these receptors in prostate cancer progression. Overall, our results indicate that EGFR promotes survival of prostate TIC and CTC that metastasize to bone, whereas HER2 supports the growth of prostate cancer cells once they are established at metastatic sites. Cancer Res; 77(1); 74-85. ©2016 AACR.
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Affiliation(s)
- Kathleen C Day
- Department of Urology, University of Michigan, Ann Arbor, Michigan.,Translational Oncology Program, University of Michigan, Ann Arbor, Michigan.,Comprehensive Cancer Center, University of Michigan, Ann Arbor, Michigan
| | - Guadalupe Lorenzatti Hiles
- Department of Urology, University of Michigan, Ann Arbor, Michigan.,Translational Oncology Program, University of Michigan, Ann Arbor, Michigan.,Comprehensive Cancer Center, University of Michigan, Ann Arbor, Michigan
| | - Molly Kozminsky
- Translational Oncology Program, University of Michigan, Ann Arbor, Michigan.,Biointerfaces Institute, University of Michigan, Ann Arbor, Michigan.,Department of Chemical Engineering, University of Michigan, Ann Arbor, Michigan
| | - Scott J Dawsey
- Department of Urology, University of Michigan, Ann Arbor, Michigan.,Translational Oncology Program, University of Michigan, Ann Arbor, Michigan.,Comprehensive Cancer Center, University of Michigan, Ann Arbor, Michigan
| | - Alyssa Paul
- Department of Urology, University of Michigan, Ann Arbor, Michigan.,Translational Oncology Program, University of Michigan, Ann Arbor, Michigan.,Comprehensive Cancer Center, University of Michigan, Ann Arbor, Michigan
| | - Luke J Broses
- Department of Urology, University of Michigan, Ann Arbor, Michigan.,Translational Oncology Program, University of Michigan, Ann Arbor, Michigan.,Comprehensive Cancer Center, University of Michigan, Ann Arbor, Michigan
| | - Rajal Shah
- Department of Urology, University of Michigan, Ann Arbor, Michigan.,Department of Pathology, University of Michigan, Ann Arbor, Michigan
| | - Lakshmi P Kunja
- Comprehensive Cancer Center, University of Michigan, Ann Arbor, Michigan.,Department of Pathology, University of Michigan, Ann Arbor, Michigan
| | - Christopher Hall
- Department of Urology, University of Michigan, Ann Arbor, Michigan.,Comprehensive Cancer Center, University of Michigan, Ann Arbor, Michigan
| | - Nallasivam Palanisamy
- Comprehensive Cancer Center, University of Michigan, Ann Arbor, Michigan.,Department of Pathology, University of Michigan, Ann Arbor, Michigan
| | | | - Layla El-Sawy
- Department of Urology, University of Michigan, Ann Arbor, Michigan.,Translational Oncology Program, University of Michigan, Ann Arbor, Michigan.,European Egyptian Pharmaceutical Industries, Alexandria, Egypt
| | - Steven James Wilson
- Department of Urology, University of Michigan, Ann Arbor, Michigan.,Translational Oncology Program, University of Michigan, Ann Arbor, Michigan.,Comprehensive Cancer Center, University of Michigan, Ann Arbor, Michigan
| | - Andrew Chou
- Department of Urology, University of Michigan, Ann Arbor, Michigan.,Translational Oncology Program, University of Michigan, Ann Arbor, Michigan.,Comprehensive Cancer Center, University of Michigan, Ann Arbor, Michigan
| | - Kathleen Woods Ignatoski
- Department of Urology, University of Michigan, Ann Arbor, Michigan.,Comprehensive Cancer Center, University of Michigan, Ann Arbor, Michigan
| | - Evan Keller
- Department of Urology, University of Michigan, Ann Arbor, Michigan.,Translational Oncology Program, University of Michigan, Ann Arbor, Michigan.,Comprehensive Cancer Center, University of Michigan, Ann Arbor, Michigan
| | - Dafydd Thomas
- Department of Pathology, University of Michigan, Ann Arbor, Michigan
| | - Sunitha Nagrath
- Translational Oncology Program, University of Michigan, Ann Arbor, Michigan.,Biointerfaces Institute, University of Michigan, Ann Arbor, Michigan.,Department of Chemical Engineering, University of Michigan, Ann Arbor, Michigan
| | - Todd Morgan
- Department of Urology, University of Michigan, Ann Arbor, Michigan.,Comprehensive Cancer Center, University of Michigan, Ann Arbor, Michigan
| | - Mark L Day
- Department of Urology, University of Michigan, Ann Arbor, Michigan. .,Translational Oncology Program, University of Michigan, Ann Arbor, Michigan.,Comprehensive Cancer Center, University of Michigan, Ann Arbor, Michigan
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