1
|
Äärelä A, Räsänen K, Holm P, Salo H, Virta P. Synthesis of Site-Specific Antibody-[60]Fullerene-Oligonucleotide Conjugates for Cellular Targeting. ACS APPLIED BIO MATERIALS 2023; 6:3189-3198. [PMID: 37432881 PMCID: PMC10445261 DOI: 10.1021/acsabm.3c00318] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Accepted: 06/29/2023] [Indexed: 07/13/2023]
Abstract
An ideal therapeutic antibody-oligonucleotide conjugate (AOC) would be a uniform construct, contain a maximal oligonucleotide (ON) payload, and retain the antibody (Ab)-mediated binding properties, which leads to an efficient delivery of the ON cargo to the site of therapeutic action. Herein, [60]fullerene-based molecular spherical nucleic acids (MSNAs) have been site-specifically conjugated to antibodies (Abs), and the Ab-mediated cellular targeting of the MSNA-Ab conjugates has been studied. A well-established glycan engineering technology and robust orthogonal click chemistries yielded the desired uniform MSNA-Ab conjugates (MW ∼ 270 kDa), with an oligonucleotide (ON):Ab ratio of 24:1, in 20-26% isolated yields. These AOCs retained the antigen binding properties (Trastuzumab's binding to human epidermal growth factor receptor 2, HER2), studied by biolayer interferometry. In addition, Ab-mediated endocytosis was demonstrated with live-cell fluorescence and phase-contrast microscopy on BT-474 breast carcinoma cells, overexpressing HER2. The effect on cell proliferation was analyzed by label-free live-cell time-lapse imaging.
Collapse
Affiliation(s)
- Antti Äärelä
- Department
of Chemistry, University of Turku, FI-20500 Turku, Finland
- Research
and Development, Orion Pharma, FI-20380 Turku, Finland
| | - Kati Räsänen
- Research
and Development, Orion Pharma, FI-20380 Turku, Finland
| | - Patrik Holm
- Research
and Development, Orion Pharma, FI-20380 Turku, Finland
| | - Harri Salo
- Research
and Development, Orion Pharma, FI-20380 Turku, Finland
| | - Pasi Virta
- Department
of Chemistry, University of Turku, FI-20500 Turku, Finland
| |
Collapse
|
2
|
Mukherjee P, Park SH, Pathak N, Patino CA, Bao G, Espinosa HD. Integrating Micro and Nano Technologies for Cell Engineering and Analysis: Toward the Next Generation of Cell Therapy Workflows. ACS NANO 2022; 16:15653-15680. [PMID: 36154011 DOI: 10.1021/acsnano.2c05494] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
The emerging field of cell therapy offers the potential to treat and even cure a diverse array of diseases for which existing interventions are inadequate. Recent advances in micro and nanotechnology have added a multitude of single cell analysis methods to our research repertoire. At the same time, techniques have been developed for the precise engineering and manipulation of cells. Together, these methods have aided the understanding of disease pathophysiology, helped formulate corrective interventions at the cellular level, and expanded the spectrum of available cell therapeutic options. This review discusses how micro and nanotechnology have catalyzed the development of cell sorting, cellular engineering, and single cell analysis technologies, which have become essential workflow components in developing cell-based therapeutics. The review focuses on the technologies adopted in research studies and explores the opportunities and challenges in combining the various elements of cell engineering and single cell analysis into the next generation of integrated and automated platforms that can accelerate preclinical studies and translational research.
Collapse
Affiliation(s)
- Prithvijit Mukherjee
- Department of Mechanical Engineering, Northwestern University, Evanston, Illinois 60208, United States
- Theoretical and Applied Mechanics Program, Northwestern University, Evanston, Illinois 60208, United States
| | - So Hyun Park
- Department of Bioengineering, Rice University, 6500 Main Street, Houston, Texas 77030, United States
| | - Nibir Pathak
- Department of Mechanical Engineering, Northwestern University, Evanston, Illinois 60208, United States
- Theoretical and Applied Mechanics Program, Northwestern University, Evanston, Illinois 60208, United States
| | - Cesar A Patino
- Department of Mechanical Engineering, Northwestern University, Evanston, Illinois 60208, United States
| | - Gang Bao
- Department of Bioengineering, Rice University, 6500 Main Street, Houston, Texas 77030, United States
| | - Horacio D Espinosa
- Department of Mechanical Engineering, Northwestern University, Evanston, Illinois 60208, United States
- Theoretical and Applied Mechanics Program, Northwestern University, Evanston, Illinois 60208, United States
| |
Collapse
|
3
|
Li H, Liu X, Zhu F, Ma D, Miao C, Su H, Deng J, Ye H, Dong H, Bai X, Luo Y, Lin B, Liu T, Lu Y. Spatial barcoding-enabled highly multiplexed immunoassay with digital microfluidics. Biosens Bioelectron 2022; 215:114557. [PMID: 35843130 DOI: 10.1016/j.bios.2022.114557] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2022] [Revised: 06/29/2022] [Accepted: 07/07/2022] [Indexed: 11/18/2022]
Abstract
Digital microfluidics (DMF), facilitating independent manipulation of microliter samples, provides an ideal platform for immunoassay detection; however, suffering limited multiplexity. To address the need, herein we described a digital microfluidics (DMF) platform that realizes spatial barcoding on the Teflon-coated indium tin oxide (ITO) glass side to fulfill highly multiplexed immunoassay (10+) with low-volume samples (∼4 μL) in parallel, representing the highest multiplexing recorded to date for DMF-actuated immunoassay. Planar-based spatial immobilization of multiple capture antibodies was realized on a Teflon-coated ITO glass side, which was then used as the top plate of the DMF device. Droplets containing analytes, secondary antibodies, and fluorescent signaling reporters with low volume, which were electrically manipulated by our DMF control system, were shuttled sequentially along the working electrodes to complete the immuno-reaction. Evaluation of platform performance with recombinant proteins showed excellent sensitivity and reproducibility. To test the feasibility of our platform in analyzing multiplex biomarkers of the immune response, we used lipopolysaccharide-stimulated macrophages as a model system for protein secretion dynamics studies. As a result, temporal profiling of pro-inflammatory cytokine secretion dynamics was obtained. The spatial barcoding strategy presented here is easy-to-operate to enable a more comprehensive evaluation of protein abundance from biological samples, paving the way for new opportunities to realize multiplexity-associated applications with the DMF platform.
Collapse
Affiliation(s)
- Huibing Li
- Department of Biotechnology, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, No.457, Zhongshan Road, Shahekou District, Dalian, Liaoning, 116023, China; College of Stomatology, Dalian Medical University, No. 9, West Section of Lvshun South Road, Lvshunkou District, Dalian, Liaoning, 116044, China
| | - Xianming Liu
- Department of Biotechnology, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, No.457, Zhongshan Road, Shahekou District, Dalian, Liaoning, 116023, China.
| | - Fengjiao Zhu
- Department of Biotechnology, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, No.457, Zhongshan Road, Shahekou District, Dalian, Liaoning, 116023, China
| | - Dachuan Ma
- Department of Biotechnology, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, No.457, Zhongshan Road, Shahekou District, Dalian, Liaoning, 116023, China
| | - Chunyue Miao
- Department of Biotechnology, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, No.457, Zhongshan Road, Shahekou District, Dalian, Liaoning, 116023, China
| | - Haoran Su
- Department of Biotechnology, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, No.457, Zhongshan Road, Shahekou District, Dalian, Liaoning, 116023, China
| | - Jiu Deng
- Department of Biotechnology, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, No.457, Zhongshan Road, Shahekou District, Dalian, Liaoning, 116023, China
| | - Haiyue Ye
- Department of Biotechnology, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, No.457, Zhongshan Road, Shahekou District, Dalian, Liaoning, 116023, China
| | - Hongyu Dong
- Department of Biotechnology, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, No.457, Zhongshan Road, Shahekou District, Dalian, Liaoning, 116023, China
| | - Xue Bai
- Department of Biotechnology, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, No.457, Zhongshan Road, Shahekou District, Dalian, Liaoning, 116023, China
| | - Yong Luo
- School of Pharmaceutical Science and Technology, Dalian University of Technology, No.2, Linggong Road, Ganjingzi District, Dalian, Liaoning, 116024, China
| | - Bingcheng Lin
- Department of Biotechnology, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, No.457, Zhongshan Road, Shahekou District, Dalian, Liaoning, 116023, China
| | - Tingjiao Liu
- Department of Oral Pathology, Shanghai Stomatological Hospital & School of Stomatology, Fudan University, No.2, Tianjin Road, Huangpu District, Shanghai, 200001, China; Shanghai Key Laboratory of Craniomaxillofacial Development and Diseases, Fudan University, No.2, Tianjin Road, Huangpu District, Shanghai, 200001, China.
| | - Yao Lu
- Department of Biotechnology, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, No.457, Zhongshan Road, Shahekou District, Dalian, Liaoning, 116023, China.
| |
Collapse
|
4
|
Yang L, Ball A, Liu J, Jain T, Li YM, Akhter F, Zhu D, Wang J. Cyclic microchip assay for measurement of hundreds of functional proteins in single neurons. Nat Commun 2022; 13:3548. [PMID: 35729174 PMCID: PMC9213506 DOI: 10.1038/s41467-022-31336-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2021] [Accepted: 06/15/2022] [Indexed: 12/02/2022] Open
Abstract
Despite the fact that proteins carry out nearly all cellular functions and mark the differences of cells, the existing single-cell tools can only analyze dozens of proteins, a scale far from full characterization of cells and tissue yet. Herein, we present a single-cell cyclic multiplex in situ tagging (CycMIST) technology that affords the comprehensive functional proteome profiling of single cells. We demonstrate the technology by detecting 182 proteins that include surface markers, neuron function proteins, neurodegeneration markers, signaling pathway proteins, and transcription factors. Further studies on cells derived from the 5XFAD mice, an Alzheimer’s Disease (AD) model, validate the utility of our technology and reveal the deep heterogeneity of brain cells. Through comparison with control mouse cells, we have identified differentially expressed proteins in AD pathology. Our technology could offer new insights into cell machinery and thus may advance many fields including drug discovery, molecular diagnostics, and clinical studies. Current single-cell tools are limited by the number of proteins they can analyse. Here the authors report a single-cell cyclic multiplex in situ tagging (CycMIST) method for functional proteome profiling of single cells, allowing multiple rounds of multiplexing of the same single cells on a microchip.
Collapse
Affiliation(s)
- Liwei Yang
- Multiplex Biotechnology Laboratory, Department of Biomedical Engineering, Stony Brook University, Stony Brook, NY, 11794, USA
| | - Avery Ball
- Multiplex Biotechnology Laboratory, Department of Biomedical Engineering, Stony Brook University, Stony Brook, NY, 11794, USA
| | - Jesse Liu
- Multiplex Biotechnology Laboratory, Department of Biomedical Engineering, Stony Brook University, Stony Brook, NY, 11794, USA
| | - Tanya Jain
- Chemical Biology Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA.,Programs of Neurosciences, Weill Graduate School of Medical Sciences of Cornell University, New York, NY, USA
| | - Yue-Ming Li
- Chemical Biology Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA.,Programs of Neurosciences, Weill Graduate School of Medical Sciences of Cornell University, New York, NY, USA.,Programs of Pharmacology, Weill Graduate School of Medical Sciences of Cornell University, New York, NY, USA
| | - Firoz Akhter
- Department of Biomedical Engineering, Stony Brook University, Stony Brook, NY, 11794, USA
| | - Donghui Zhu
- Department of Biomedical Engineering, Stony Brook University, Stony Brook, NY, 11794, USA
| | - Jun Wang
- Multiplex Biotechnology Laboratory, Department of Biomedical Engineering, Stony Brook University, Stony Brook, NY, 11794, USA.
| |
Collapse
|
5
|
Patino CA, Mukherjee P, Berns EJ, Moully EH, Stan L, Mrksich M, Espinosa HD. High-Throughput Microfluidics Platform for Intracellular Delivery and Sampling of Biomolecules from Live Cells. ACS NANO 2022; 16:7937-7946. [PMID: 35500232 DOI: 10.1021/acsnano.2c00698] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
Nondestructive cell membrane permeabilization systems enable the intracellular delivery of exogenous biomolecules for cell engineering tasks as well as the temporal sampling of cytosolic contents from live cells for the analysis of dynamic processes. Here, we report a microwell array format live-cell analysis device (LCAD) that can perform localized-electroporation induced membrane permeabilization, for cellular delivery or sampling, and directly interfaces with surface-based biosensors for analyzing the extracted contents. We demonstrate the capabilities of the LCAD via an automated high-throughput workflow for multimodal analysis of live-cell dynamics, consisting of quantitative measurements of enzyme activity using self-assembled monolayers for MALDI mass spectrometry (SAMDI) and deep-learning enhanced imaging and analysis. By combining a fabrication protocol that enables robust assembly and operation of multilayer devices with embedded gold electrodes and an automated imaging workflow, we successfully deliver functional molecules (plasmid and siRNA) into live cells at multiple time-points and track their effect on gene expression and cell morphology temporally. Furthermore, we report sampling performance enhancements, achieving saturation levels of protein tyrosine phosphatase activity measured from as few as 60 cells, and demonstrate control over the amount of sampled contents by optimization of electroporation parameters using a lumped model. Lastly, we investigate the implications of cell morphology on electroporation-induced sampling of fluorescent molecules using a deep-learning enhanced image analysis workflow.
Collapse
Affiliation(s)
- Cesar A Patino
- Department of Mechanical Engineering, Northwestern University, Evanston, Illinois 60208, United States
| | - Prithvijit Mukherjee
- Department of Mechanical Engineering, Northwestern University, Evanston, Illinois 60208, United States
- Theoretical and Applied Mechanics Program, Northwestern University, Evanston, Illinois 60208, United States
| | - Eric J Berns
- Department of Biomedical Engineering, Northwestern University, Evanston, Illinois 60208, United States
| | - Elamar Hakim Moully
- Department of Chemistry, Northwestern University, Evanston, Illinois 60208, United States
| | - Liliana Stan
- Center for Nanoscale Materials, Argonne National Laboratory, Argonne, Illinois 60439, United States
| | - Milan Mrksich
- Department of Biomedical Engineering, Northwestern University, Evanston, Illinois 60208, United States
- Department of Chemistry, Northwestern University, Evanston, Illinois 60208, United States
- Department of Cell & Developmental Biology, Northwestern University, Chicago, Illinois 60611, United States
| | - Horacio D Espinosa
- Department of Mechanical Engineering, Northwestern University, Evanston, Illinois 60208, United States
- Theoretical and Applied Mechanics Program, Northwestern University, Evanston, Illinois 60208, United States
- Department of Biomedical Engineering, Northwestern University, Evanston, Illinois 60208, United States
| |
Collapse
|
6
|
Yan S, Wang L, Wang Y, Cao Z, Zhang S, Du X, Fan P, Zhang P, Chen HY, Huang S. Non-binary Encoded Nucleic Acid Barcodes Directly Readable by a Nanopore. Angew Chem Int Ed Engl 2022; 61:e202116482. [PMID: 35261129 DOI: 10.1002/anie.202116482] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2021] [Indexed: 01/13/2023]
Abstract
A large collection of unique molecular barcodes is useful in the simultaneous sensing or screening of molecular analytes. Though the sequence of DNA has been widely applied to encode for molecular barcodes, decoding of these barcodes is normally assisted by sequencing. We here demonstrate a barcode system based solely on self-assembly of synthetic nucleic acids and direct nanopore decoding. Each molecular barcode is composed of "n" distinct information nodes in a non-binary manner and can be sequentially scanned and decoded by a Mycobacterium smegmatis porin A (MspA) nanopore. Nanopore events containing step-shaped features were consistently reported. 14 unique information nodes were developed which in principle could encode for 14n unique molecular barcodes in a barcode containing "n" information nodes. These barcode probes were adapted to detect different antibody proteins or cancer-related microRNAs, suggesting their immediate application in a wide variety of sensing applications.
Collapse
Affiliation(s)
- Shuanghong Yan
- State Key Laboratory of Analytical Chemistry for Life Sciences, School of Chemistry and Chemical Engineering, Nanjing University, 210023, Nanjing, China.,Chemistry and Biomedicine Innovation Center (ChemBIC), Nanjing University, 210023, Nanjing, China
| | - Liying Wang
- State Key Laboratory of Analytical Chemistry for Life Sciences, School of Chemistry and Chemical Engineering, Nanjing University, 210023, Nanjing, China.,Chemistry and Biomedicine Innovation Center (ChemBIC), Nanjing University, 210023, Nanjing, China
| | - Yuqin Wang
- State Key Laboratory of Analytical Chemistry for Life Sciences, School of Chemistry and Chemical Engineering, Nanjing University, 210023, Nanjing, China.,Chemistry and Biomedicine Innovation Center (ChemBIC), Nanjing University, 210023, Nanjing, China
| | - Zhenyuan Cao
- State Key Laboratory of Analytical Chemistry for Life Sciences, School of Chemistry and Chemical Engineering, Nanjing University, 210023, Nanjing, China.,Chemistry and Biomedicine Innovation Center (ChemBIC), Nanjing University, 210023, Nanjing, China
| | - Shanyu Zhang
- State Key Laboratory of Analytical Chemistry for Life Sciences, School of Chemistry and Chemical Engineering, Nanjing University, 210023, Nanjing, China.,Chemistry and Biomedicine Innovation Center (ChemBIC), Nanjing University, 210023, Nanjing, China
| | - Xiaoyu Du
- State Key Laboratory of Analytical Chemistry for Life Sciences, School of Chemistry and Chemical Engineering, Nanjing University, 210023, Nanjing, China.,Chemistry and Biomedicine Innovation Center (ChemBIC), Nanjing University, 210023, Nanjing, China
| | - Pingping Fan
- State Key Laboratory of Analytical Chemistry for Life Sciences, School of Chemistry and Chemical Engineering, Nanjing University, 210023, Nanjing, China.,Chemistry and Biomedicine Innovation Center (ChemBIC), Nanjing University, 210023, Nanjing, China
| | - Panke Zhang
- State Key Laboratory of Analytical Chemistry for Life Sciences, School of Chemistry and Chemical Engineering, Nanjing University, 210023, Nanjing, China
| | - Hong-Yuan Chen
- State Key Laboratory of Analytical Chemistry for Life Sciences, School of Chemistry and Chemical Engineering, Nanjing University, 210023, Nanjing, China
| | - Shuo Huang
- State Key Laboratory of Analytical Chemistry for Life Sciences, School of Chemistry and Chemical Engineering, Nanjing University, 210023, Nanjing, China.,Chemistry and Biomedicine Innovation Center (ChemBIC), Nanjing University, 210023, Nanjing, China
| |
Collapse
|
7
|
Yan S, Wang L, Wang Y, Cao Z, Zhang S, Du X, Fan P, Zhang P, Chen H, Huang S. Non‐binary Encoded Nucleic Acid Barcodes Directly Readable by a Nanopore. Angew Chem Int Ed Engl 2022. [DOI: 10.1002/ange.202116482] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Shuanghong Yan
- State Key Laboratory of Analytical Chemistry for Life Sciences School of Chemistry and Chemical Engineering Nanjing University 210023 Nanjing China
- Chemistry and Biomedicine Innovation Center (ChemBIC) Nanjing University 210023 Nanjing China
| | - Liying Wang
- State Key Laboratory of Analytical Chemistry for Life Sciences School of Chemistry and Chemical Engineering Nanjing University 210023 Nanjing China
- Chemistry and Biomedicine Innovation Center (ChemBIC) Nanjing University 210023 Nanjing China
| | - Yuqin Wang
- State Key Laboratory of Analytical Chemistry for Life Sciences School of Chemistry and Chemical Engineering Nanjing University 210023 Nanjing China
- Chemistry and Biomedicine Innovation Center (ChemBIC) Nanjing University 210023 Nanjing China
| | - Zhenyuan Cao
- State Key Laboratory of Analytical Chemistry for Life Sciences School of Chemistry and Chemical Engineering Nanjing University 210023 Nanjing China
- Chemistry and Biomedicine Innovation Center (ChemBIC) Nanjing University 210023 Nanjing China
| | - Shanyu Zhang
- State Key Laboratory of Analytical Chemistry for Life Sciences School of Chemistry and Chemical Engineering Nanjing University 210023 Nanjing China
- Chemistry and Biomedicine Innovation Center (ChemBIC) Nanjing University 210023 Nanjing China
| | - Xiaoyu Du
- State Key Laboratory of Analytical Chemistry for Life Sciences School of Chemistry and Chemical Engineering Nanjing University 210023 Nanjing China
- Chemistry and Biomedicine Innovation Center (ChemBIC) Nanjing University 210023 Nanjing China
| | - Pingping Fan
- State Key Laboratory of Analytical Chemistry for Life Sciences School of Chemistry and Chemical Engineering Nanjing University 210023 Nanjing China
- Chemistry and Biomedicine Innovation Center (ChemBIC) Nanjing University 210023 Nanjing China
| | - Panke Zhang
- State Key Laboratory of Analytical Chemistry for Life Sciences School of Chemistry and Chemical Engineering Nanjing University 210023 Nanjing China
| | - Hong‐Yuan Chen
- State Key Laboratory of Analytical Chemistry for Life Sciences School of Chemistry and Chemical Engineering Nanjing University 210023 Nanjing China
| | - Shuo Huang
- State Key Laboratory of Analytical Chemistry for Life Sciences School of Chemistry and Chemical Engineering Nanjing University 210023 Nanjing China
- Chemistry and Biomedicine Innovation Center (ChemBIC) Nanjing University 210023 Nanjing China
| |
Collapse
|
8
|
Davis B, Shi P, Gaddes E, Lai J, Wang Y. Bidirectional Supramolecular Display and Signal Amplification on the Surface of Living Cells. Biomacromolecules 2022; 23:1403-1412. [PMID: 35189058 DOI: 10.1021/acs.biomac.1c01627] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
The ability to display exogenous molecules or nanomaterials on the surface of cells holds great potential for biomedical applications such as cell imaging and delivery. Numerous methods have been well established to enhance the display of biomolecules and nanomaterials on the cell surface. However, it is challenging to remove these biomolecules or nanomaterials from the cell surface. The purpose of this study was to investigate the reversible display of supramolecular nanomaterials on the surface of living cells. The data show that DNA initiators could induce the self-assembly of DNA-alginate conjugates to form supramolecular nanomaterials and amplify the fluorescence signals on the cell surface. Complementary DNA (cDNA), DNase, and alginase could all trigger the reversal of the signals from the cell surface. However, these three molecules exhibited different triggering efficiencies in the order cDNA > alginase > DNase. The combination of cDNA and alginase led to the synergistic reversal of nanomaterials and fluorescent signals from the cell surface. Thus, this study has successfully demonstrated a method for the bidirectional display of supramolecular nanomaterials on the surface of living cells. This method may find its application in numerous fields such as intact cell imaging and separation.
Collapse
Affiliation(s)
- Brandon Davis
- Department of Biomedical Engineering, The Pennsylvania State University, University Park, Pennsylvania 16802, United States
| | - Peng Shi
- Department of Biomedical Engineering, The Pennsylvania State University, University Park, Pennsylvania 16802, United States
| | - Erin Gaddes
- Department of Biomedical Engineering, The Pennsylvania State University, University Park, Pennsylvania 16802, United States
| | - Jinping Lai
- Department of Biomedical Engineering, The Pennsylvania State University, University Park, Pennsylvania 16802, United States
| | - Yong Wang
- Department of Biomedical Engineering, The Pennsylvania State University, University Park, Pennsylvania 16802, United States
| |
Collapse
|
9
|
Wu Z, Xiao M, Lai W, Sun Y, Li L, Hu Z, Pei H. Nucleic Acid-Based Cell Surface Engineering Strategies and Their Applications. ACS APPLIED BIO MATERIALS 2022; 5:1901-1915. [DOI: 10.1021/acsabm.1c01126] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Affiliation(s)
- Zhongdong Wu
- Beijing Institute of Radiation Medicine, Beijing 100850, China
| | - Mingshu Xiao
- Shanghai Key Laboratory of Green Chemistry and Chemical Processes, School of Chemistry and Molecular Engineering, East China Normal University, 500 Dongchuan Road, Shanghai 200241, China
| | - Wei Lai
- Shanghai Key Laboratory of Green Chemistry and Chemical Processes, School of Chemistry and Molecular Engineering, East China Normal University, 500 Dongchuan Road, Shanghai 200241, China
| | - Yueyang Sun
- Shanghai Key Laboratory of Green Chemistry and Chemical Processes, School of Chemistry and Molecular Engineering, East China Normal University, 500 Dongchuan Road, Shanghai 200241, China
| | - Li Li
- Shanghai Key Laboratory of Green Chemistry and Chemical Processes, School of Chemistry and Molecular Engineering, East China Normal University, 500 Dongchuan Road, Shanghai 200241, China
| | - Zongqian Hu
- Beijing Institute of Radiation Medicine, Beijing 100850, China
| | - Hao Pei
- Shanghai Key Laboratory of Green Chemistry and Chemical Processes, School of Chemistry and Molecular Engineering, East China Normal University, 500 Dongchuan Road, Shanghai 200241, China
| |
Collapse
|
10
|
Khajvand T, Huang P, Li L, Zhang M, Zhu F, Xu X, Huang M, Yang C, Lu Y, Zhu Z. Interfacing droplet microfluidics with antibody barcodes for multiplexed single-cell protein secretion profiling. LAB ON A CHIP 2021; 21:4823-4830. [PMID: 34792068 DOI: 10.1039/d1lc00567g] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
Multiplexed protein secretion analysis of single cells is important to understand the heterogeneity of cellular functions and processes in healthy and disease states. However, current single-cell platforms, such as microwell-, microchamber-, or droplet-based assays, suffer from low single-cell occupancy, waste of reagents, limited sensitivity, or inability to perform necessary operations, etc. To overcome these drawbacks, we present an integrated droplet microfluidic device that interfaces with spatially patterned antibody barcodes for multiplexed single-cell secretome analysis. The trapping array of 100 picoliter-sized isolation chambers could achieve >80% single-cell capture efficiency with >90% viability. The single-cell analysis microchip was validated by the detection of four-plexed cytokines, including IL-8, MCP-1, MIP-1b, and TNF-a/IL-10, from unstimulated and lipopolysaccharide (LPS)-stimulated individual human macrophages. We also successfully applied the platform to profile protein secretions of human tumor cell lines and primary/metastatic cancer cells dissociated from cancer patients to observe the secretion heterogeneity among cells. This unique microfluidic platform enables multiplexed secretion assays for static droplet microfluidics, provides a reliable and straightforward workflow for protein secretion assays based on a low number of single cells in a short incubation time (∼4 h), and could have widespread applications for studying secretion-mediated cellular heterogeneity.
Collapse
Affiliation(s)
- Tahereh Khajvand
- The MOE Key Laboratory of Spectrochemical Analysis & Instrumentation, State Key Laboratory of Physical Chemistry of Solid Surfaces, Key Laboratory for Chemical Biology of Fujian Province, Department of Chemical Biology, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen 361005, China.
| | - Peifeng Huang
- The MOE Key Laboratory of Spectrochemical Analysis & Instrumentation, State Key Laboratory of Physical Chemistry of Solid Surfaces, Key Laboratory for Chemical Biology of Fujian Province, Department of Chemical Biology, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen 361005, China.
| | - Linmei Li
- Department of Biotechnology, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian, Liaoning 116023, China.
| | - Mingxia Zhang
- The MOE Key Laboratory of Spectrochemical Analysis & Instrumentation, State Key Laboratory of Physical Chemistry of Solid Surfaces, Key Laboratory for Chemical Biology of Fujian Province, Department of Chemical Biology, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen 361005, China.
| | - Fengjiao Zhu
- Department of Biotechnology, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian, Liaoning 116023, China.
| | - Xing Xu
- The MOE Key Laboratory of Spectrochemical Analysis & Instrumentation, State Key Laboratory of Physical Chemistry of Solid Surfaces, Key Laboratory for Chemical Biology of Fujian Province, Department of Chemical Biology, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen 361005, China.
| | - Mengjiao Huang
- The MOE Key Laboratory of Spectrochemical Analysis & Instrumentation, State Key Laboratory of Physical Chemistry of Solid Surfaces, Key Laboratory for Chemical Biology of Fujian Province, Department of Chemical Biology, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen 361005, China.
| | - Chaoyong Yang
- The MOE Key Laboratory of Spectrochemical Analysis & Instrumentation, State Key Laboratory of Physical Chemistry of Solid Surfaces, Key Laboratory for Chemical Biology of Fujian Province, Department of Chemical Biology, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen 361005, China.
- Institute of Molecular Medicine, Department of Obstetrics and Gynecology, Renji Hospital Shanghai Jiao Tong University School of Medicine, Shanghai, 200127, China
| | - Yao Lu
- Department of Biotechnology, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian, Liaoning 116023, China.
| | - Zhi Zhu
- The MOE Key Laboratory of Spectrochemical Analysis & Instrumentation, State Key Laboratory of Physical Chemistry of Solid Surfaces, Key Laboratory for Chemical Biology of Fujian Province, Department of Chemical Biology, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen 361005, China.
| |
Collapse
|
11
|
Cai P, Schneider LA, Stress C, Gillingham D. Building Boron Heterocycles into DNA-Encoded Libraries. Org Lett 2021; 23:8772-8776. [PMID: 34723549 DOI: 10.1021/acs.orglett.1c03262] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
DNA-encoded library (DEL) technology uses DNA tags to track the synthetic history of individual members in a split-and-pool combinatorial synthesis scheme. DEL synthesis hinges on robust methodologies that tolerate combinatorial synthesis schemes while not destroying the information in DNA. We introduce here a DEL-compatible reaction that assembles a boron-containing pyridazine heterocycle. The heterocycle is unique because it can engage in reversible covalent interactions with alcohols─a feature that, until now, has not been deliberately engineered into DELs.
Collapse
Affiliation(s)
- Pinwen Cai
- Department of Chemistry, University of Basel, St. Johanns-Ring 19, Basel 4056, Switzerland
| | - Lukas A Schneider
- Department of Chemistry, University of Basel, St. Johanns-Ring 19, Basel 4056, Switzerland
| | - Cedric Stress
- Department of Chemistry, University of Basel, St. Johanns-Ring 19, Basel 4056, Switzerland
| | - Dennis Gillingham
- Department of Chemistry, University of Basel, St. Johanns-Ring 19, Basel 4056, Switzerland
| |
Collapse
|
12
|
Xie M, Guo L, Xing S, Cao S, Zhao Z, Liang K, Li J, Luo S, Zhang Y, Wang L. Cell imaging with multi-color DNA framework probes. Chem Commun (Camb) 2021; 57:11318-11321. [PMID: 34635891 DOI: 10.1039/d1cc04305f] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
Utilizing the programmability of the fractal DNA frameworks, multi-color probes were constructed by arranging fluorescent molecules and nucleic acid aptamers on the structure. Multiplexed cell imaging and classification was realized through pattern recognition.
Collapse
Affiliation(s)
- Mo Xie
- State Key Laboratory of Organic Electronics and Information Displays & Jiangsu Key Laboratory for Biosensors, Institute of Advanced Materials (IAM), Jiangsu National Synergetic Innovation Center for Advanced Materials (SICAM), Nanjing University of Posts and Telecommunications, 9 Wenyuan Road, Nanjing 210023, China.
| | - Linjie Guo
- Bioimaging Center, Shanghai Synchrotron Radiation Facility, Zhangjiang Laboratory, The Interdisciplinary Research Center, Shanghai Advanced Research Institute, Chinese Academy of Sciences, Shanghai 201210, China. .,Division of Physical Biology, CAS Key Laboratory of Interfacial Physics and Technology, Shanghai Institute of Applied Physics, Chinese Academy of Sciences, Shanghai 201800, China
| | - Shu Xing
- Cixi Institute of Biomedical Engineering, Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences, Ningbo 315201, P. R. China
| | - Shuting Cao
- Division of Physical Biology, CAS Key Laboratory of Interfacial Physics and Technology, Shanghai Institute of Applied Physics, Chinese Academy of Sciences, Shanghai 201800, China
| | - Ziwei Zhao
- State Key Laboratory of Organic Electronics and Information Displays & Jiangsu Key Laboratory for Biosensors, Institute of Advanced Materials (IAM), Jiangsu National Synergetic Innovation Center for Advanced Materials (SICAM), Nanjing University of Posts and Telecommunications, 9 Wenyuan Road, Nanjing 210023, China. .,Shanghai Frontier Innovation Research Institute Co., Ltd., Shanghai 201108, China
| | - Kaiyi Liang
- Radiology Department of Jiading District Central Hospital Affiliated Shanghai University of Medicine & Health Sciences, Key Laboratory of Shanghai Municipal Health Commission for Smart Image, Shanghai 201800, China
| | - Jiang Li
- Bioimaging Center, Shanghai Synchrotron Radiation Facility, Zhangjiang Laboratory, The Interdisciplinary Research Center, Shanghai Advanced Research Institute, Chinese Academy of Sciences, Shanghai 201210, China. .,Division of Physical Biology, CAS Key Laboratory of Interfacial Physics and Technology, Shanghai Institute of Applied Physics, Chinese Academy of Sciences, Shanghai 201800, China
| | - Shihua Luo
- Department of Traumatology, Rui Jin Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200025, China.
| | - Yu Zhang
- Bioimaging Center, Shanghai Synchrotron Radiation Facility, Zhangjiang Laboratory, The Interdisciplinary Research Center, Shanghai Advanced Research Institute, Chinese Academy of Sciences, Shanghai 201210, China. .,Division of Physical Biology, CAS Key Laboratory of Interfacial Physics and Technology, Shanghai Institute of Applied Physics, Chinese Academy of Sciences, Shanghai 201800, China
| | - Lianhui Wang
- State Key Laboratory of Organic Electronics and Information Displays & Jiangsu Key Laboratory for Biosensors, Institute of Advanced Materials (IAM), Jiangsu National Synergetic Innovation Center for Advanced Materials (SICAM), Nanjing University of Posts and Telecommunications, 9 Wenyuan Road, Nanjing 210023, China.
| |
Collapse
|
13
|
Guo S, Huang H, Zeng W, Jiang Z, Wang X, Huang W, Wang X. Facile cell patterning induced by combined surface topography and chemistry on polydopamine-defined nanosubstrates. NANOTECHNOLOGY 2021; 32:145303. [PMID: 33361576 DOI: 10.1088/1361-6528/abd6d2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Cell patterning holds significant implications for cell-based analysis and high-throughput screening. The challenge and key factor for formation of cell patterns is to precisely modulate the interaction between cells and substrate surfaces. Many nanosubstrates have been developed to control cell adhesion and patterning, however, requirements of complicated fabrication procedures, harsh reaction conditions, and delicate manipulation are not routinely feasible. Here, we developed a hierarchical polydimethylsiloxane nanosubstrate (HPNS) coated with mussel-inspired polydopamine (PDA) micropatterns for effective cell patterning, depending on both surface topography and chemistry. HPNSs obtained by facile template-assisted replication brought enhanced topographic interaction between cells and substrates, but they were innately hydrophobic and cell-repellent. The hydrophobic nanosubstrates were converted to be hydrophilic after PDA coatings formed via spontaneous self-polymerization, which greatly facilitated cell adhesion. As such, without resorting to any external forces or physical constraints, cells selectively adhered and spread on spatially defined PDA regions with high efficiency, and well-defined cell microarrays could be formed within 20 min. Therefore, this easy-to-fabricate nanosubstrate with no complex chemical modification will afford a facile yet effective platform for rapid cell patterning.
Collapse
Affiliation(s)
- Shan Guo
- Department of Biological Repositories, Zhongnan Hospital of Wuhan University, Wuhan, 430071, People's Republic of China
| | - Haiyan Huang
- College of Chemistry and Molecular Sciences, Wuhan University, Wuhan, 430072, People's Republic of China
| | - Weiwu Zeng
- College of Chemistry and Molecular Sciences, Wuhan University, Wuhan, 430072, People's Republic of China
| | - Zhuoran Jiang
- College of Chemistry and Molecular Sciences, Wuhan University, Wuhan, 430072, People's Republic of China
| | - Xin Wang
- Department of Biological Repositories, Zhongnan Hospital of Wuhan University, Wuhan, 430071, People's Republic of China
| | - Weihua Huang
- Key Laboratory of Analytical Chemistry for Biology and Medicine (Ministry of Education), College of Chemistry and Molecular Sciences, Wuhan University, Wuhan, 430072, People's Republic of China
| | - Xinghuan Wang
- Department of Biological Repositories, Zhongnan Hospital of Wuhan University, Wuhan, 430071, People's Republic of China
| |
Collapse
|
14
|
Aly KA, Moutaoufik MT, Phanse S, Zhang Q, Babu M. From fuzziness to precision medicine: on the rapidly evolving proteomics with implications in mitochondrial connectivity to rare human disease. iScience 2021; 24:102030. [PMID: 33521598 PMCID: PMC7820543 DOI: 10.1016/j.isci.2020.102030] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Mitochondrial (mt) dysfunction is linked to rare diseases (RDs) such as respiratory chain complex (RCC) deficiency, MELAS, and ARSACS. Yet, how altered mt protein networks contribute to these ailments remains understudied. In this perspective article, we identified 21 mt proteins from public repositories that associate with RCC deficiency, MELAS, or ARSACS, engaging in a relatively small number of protein-protein interactions (PPIs), underscoring the need for advanced proteomic and interactomic platforms to uncover the complete scope of mt connectivity to RDs. Accordingly, we discuss innovative untargeted label-free proteomics in identifying RD-specific mt or other macromolecular assemblies and mapping of protein networks in complex tissue, organoid, and stem cell-differentiated neurons. Furthermore, tag- and label-based proteomics, genealogical proteomics, and combinatorial affinity purification-mass spectrometry, along with advancements in detecting and integrating transient PPIs with single-cell proteomics and transcriptomics, collectively offer seminal follow-ups to enrich for RD-relevant networks, with implications in RD precision medicine.
Collapse
Affiliation(s)
- Khaled A. Aly
- Department of Biochemistry, University of Regina, Regina, SK, Canada
| | | | - Sadhna Phanse
- Department of Biochemistry, University of Regina, Regina, SK, Canada
| | - Qingzhou Zhang
- Department of Biochemistry, University of Regina, Regina, SK, Canada
| | - Mohan Babu
- Department of Biochemistry, University of Regina, Regina, SK, Canada
| |
Collapse
|
15
|
Affiliation(s)
- Peng Shi
- Department of Biomedical Engineering The Pennsylvania State University University Park PA 16802 USA
| | - Yong Wang
- Department of Biomedical Engineering The Pennsylvania State University University Park PA 16802 USA
| |
Collapse
|
16
|
Shi P, Wang Y. Synthetic DNA for Cell-Surface Engineering. Angew Chem Int Ed Engl 2021; 60:11580-11591. [PMID: 33006229 DOI: 10.1002/anie.202010278] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2020] [Revised: 09/29/2020] [Indexed: 12/14/2022]
Abstract
The cell membrane is not only a physical barrier, but also a functional organelle that regulates the communication between a cell and its environment. The ability to functionalize the cell membrane with synthetic molecules or nanostructures would advance cellular functions beyond what evolution has provided. The aim of this Minireview is to introduce recent progress in using synthetic DNA and DNA-based nanostructures for cell-surface engineering. We first introduce chemical conjugation and physical binding methods for monovalent and polyvalent surface engineering. We then introduce the application of these methods for either the promotion or inhibition of cell-environment communication in numerous applications, including the promotion of cell-cell recognition, regulation of intracellular pathways, protection of therapeutic cells, and sensing of the intracellular and extracellular microenvironments. Lastly, we summarize current challenges existing in this area and potential solutions to solve these challenges.
Collapse
Affiliation(s)
- Peng Shi
- Department of Biomedical Engineering, The Pennsylvania State University, University Park, PA, 16802, USA
| | - Yong Wang
- Department of Biomedical Engineering, The Pennsylvania State University, University Park, PA, 16802, USA
| |
Collapse
|
17
|
Antibody Arrays: Barcode Technology. Methods Mol Biol 2020. [PMID: 33237411 DOI: 10.1007/978-1-0716-1064-0_8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register]
Abstract
Antibody microarray is a fundamental, high-content technology for analyzing biomarkers with a multiplexity even at the proteomic level. Recent advancement in this field has driven the antibody array into a new territory related with single-cell analysis. Here we describe a flow pattern-based method for producing a high-density barcode antibody microarray for the detection of proteins in fluidic samples and in single cells. The antibody microarray is fabricated by a perpendicularly oriented flow patterning of single-stranded barcode DNAs, which are then converted into DNA-antibody conjugates. Compared to conventional microarrays, this barcode antibody microarray features a simple and high-throughput assay while achieving both high sensitivity and specificity. This barcode technology provides new clues for developing next-generation antibody microarrays and can be widely used in protein biomarker discovery, cell signaling network analysis, and disease diagnosis and prognosis.
Collapse
|
18
|
Hu Y, Domínguez CM, Christ S, Niemeyer CM. Postsynthetic Functionalization of DNA-Nanocomposites with Proteins Yields Bioinstructive Matrices for Cell Culture Applications. Angew Chem Int Ed Engl 2020; 59:19016-19020. [PMID: 32681679 PMCID: PMC7589387 DOI: 10.1002/anie.202008471] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2020] [Revised: 07/13/2020] [Indexed: 11/08/2022]
Abstract
We report on the directed postsynthetic functionalization of soft DNA nanocomposite materials with proteins. Using the example of the functionalization of silica nanoparticle-modified DNA polymer materials with agonists or antagonists of the epidermal growth factor receptor EGFR cell membrane receptor, we demonstrate that hierarchically structured interfaces to living cells can be established. Owing to the modular design principle, even complex DNA nanostructures can be integrated into the materials, thereby enabling the high-precision arrangement of ligands on the lower nanometer length scale. We believe that such complex biohybrid material systems can be used for new applications in biotechnology.
Collapse
Affiliation(s)
- Yong Hu
- Karlsruhe Institute of Technology (KIT)Institute for Biological Interfaces (IBG 1)Hermann-von-Helmholtz-Platz 176344Eggenstein-LeopoldshafenGermany
| | - Carmen M. Domínguez
- Karlsruhe Institute of Technology (KIT)Institute for Biological Interfaces (IBG 1)Hermann-von-Helmholtz-Platz 176344Eggenstein-LeopoldshafenGermany
| | - Sophina Christ
- Karlsruhe Institute of Technology (KIT)Institute for Biological Interfaces (IBG 1)Hermann-von-Helmholtz-Platz 176344Eggenstein-LeopoldshafenGermany
| | - Christof M. Niemeyer
- Karlsruhe Institute of Technology (KIT)Institute for Biological Interfaces (IBG 1)Hermann-von-Helmholtz-Platz 176344Eggenstein-LeopoldshafenGermany
| |
Collapse
|
19
|
Hu Y, Domínguez CM, Christ S, Niemeyer CM. Postsynthetic Functionalization of DNA‐Nanocomposites with Proteins Yields Bioinstructive Matrices for Cell Culture Applications. Angew Chem Int Ed Engl 2020. [DOI: 10.1002/ange.202008471] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Affiliation(s)
- Yong Hu
- Karlsruhe Institute of Technology (KIT) Institute for Biological Interfaces (IBG 1) Hermann-von-Helmholtz-Platz 1 76344 Eggenstein-Leopoldshafen Germany
| | - Carmen M. Domínguez
- Karlsruhe Institute of Technology (KIT) Institute for Biological Interfaces (IBG 1) Hermann-von-Helmholtz-Platz 1 76344 Eggenstein-Leopoldshafen Germany
| | - Sophina Christ
- Karlsruhe Institute of Technology (KIT) Institute for Biological Interfaces (IBG 1) Hermann-von-Helmholtz-Platz 1 76344 Eggenstein-Leopoldshafen Germany
| | - Christof M. Niemeyer
- Karlsruhe Institute of Technology (KIT) Institute for Biological Interfaces (IBG 1) Hermann-von-Helmholtz-Platz 1 76344 Eggenstein-Leopoldshafen Germany
| |
Collapse
|
20
|
Csibra E, Renders M, Pinheiro VB. Bacterial Cell Display as a Robust and Versatile Platform for Engineering Low-Affinity Ligands and Enzymes. Chembiochem 2020; 21:2844-2853. [PMID: 32413179 PMCID: PMC7586821 DOI: 10.1002/cbic.202000203] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2020] [Revised: 05/11/2020] [Indexed: 12/31/2022]
Abstract
Directed evolution has been remarkably successful at expanding the chemical and functional boundaries of biology. That progress is heavily dependent on the robustness and flexibility of the available selection platforms, given the significant cost to (re)develop a given platform to target a new desired function. Bacterial cell display has a significant track record as a viable strategy for the engineering of mesophilic enzymes, as enzyme activity can be probed directly and free from interference from the cellular milieu, but its adoption has lagged behind other display-based methods. Herein, we report the development of SNAP as a quantitative reporter for bacterial cell display, which enables fast troubleshooting and the systematic development of the display-based selection platform, thus improving its robustness. In addition, we demonstrate that even weak interactions between displayed proteins and nucleic acids can be harnessed for the specific labelling of bacterial cells, allowing functional characterisation of DNA binding proteins and enzymes, thus making it a highly flexible platform for these biochemical functions. Together, this establishes bacterial display as a robust and flexible platform, ideally suited for the systematic engineering of ligands and enzymes needed for XNA molecular biology.
Collapse
Affiliation(s)
- Eszter Csibra
- University College LondonDepartment of Structural and Molecular BiologyGower StreetLondonWC1E 6BTUK
- Current address: Imperial College LondonExhibition RoadLondonSW7 2AZUK
| | - Marleen Renders
- Rega Institute for Medical ResearchKU LeuvenHerestraat, 49 box 10413000LeuvenBelgium
- Current address: Touchlight Genetics Ltd. Morelands & Riverdale BuildingsLower Sunbury RoadHamptonTW12 2ERUK
| | - Vitor B. Pinheiro
- University College LondonDepartment of Structural and Molecular BiologyGower StreetLondonWC1E 6BTUK
- Rega Institute for Medical ResearchKU LeuvenHerestraat, 49 box 10413000LeuvenBelgium
- Institute of Structural and Molecular BiologyBirkbeck CollegeUniversity of LondonMalet StreetLondonWC1E 7HXUK
| |
Collapse
|
21
|
Abstract
Nanodiscs (ND) are soluble phospholipid bilayers bounded by membrane scaffold proteins; they have become invaluable in the study of membrane proteins. However, this multifunctional tool has been used individually, and applications involving multiple NDs and their interactions have fallen far behind their counterpart membrane model system: liposomes. One major obstacle is the lack of reliable methods to manage the spatial arrangement of NDs. Here we sought to extend the utility of NDs by organizing them on DNA origami. NDs constructed with DNA-anchor amphiphiles were placed precisely and specifically into these DNA nanostructures via hybridization. Four different tethering strategies were explored and validated. A variety of geometric patterns of NDs were successfully programmed on origami, as evidenced by electron microscopy. The ND ensembles generated in this study provide new and powerful platforms to study protein-lipid or protein-protein interactions with spatial control of membranes.
Collapse
Affiliation(s)
- Zhao Zhang
- Howard Hughes Medical Institute, Department of Neuroscience, University of Wisconsin–Madison, 1111 Highland Avenue, Madison, Wisconsin 53705, USA
| | - Edwin R. Chapman
- Howard Hughes Medical Institute, Department of Neuroscience, University of Wisconsin–Madison, 1111 Highland Avenue, Madison, Wisconsin 53705, USA
| |
Collapse
|
22
|
Zhang M, Vojtech L, Ye Z, Hladik F, Nance E. Quantum Dot Labeling and Visualization of Extracellular Vesicles. ACS APPLIED NANO MATERIALS 2020; 3:7211-7222. [PMID: 34568770 PMCID: PMC8460064 DOI: 10.1021/acsanm.0c01553] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2023]
Abstract
Extracellular vesicles (EVs) are important mediators of intercellular communication. Their role in disease processes, uncovered mostly over the last two decades, makes them potential biomarkers, leading to a need to fundamentally understand EV biology. Direct visualization of EVs can provide insights into EV behavior, but current labeling techniques are often restricted by false-positive signals and rapid photobleaching. Hence, we developed a method of labeling EVs through conjugation with quantum dots (QDs)-high photoluminescent nanosized semi-conductors-using click chemistry. We showed that QD-EV conjugation could be tailored by altering QD to EV ratio or by using a catalyst. This conjugation chemistry was stable in a biological environment and upon storage for up to a week. Using size-exclusion chromatography, QD-EV conjugates could be separated from unconjugated QDs, enabling EV-specific signal detection. We demonstrate that these QD-EV conjugates can be live- and fixed-imaged in high resolution on cells and in tissue sheets, and the conjugates have better photostability compared with the commonly used EV dye DiI. We labeled two distinct EV populations: human semen EVs (sEVs) from fresh semen samples donated by healthy volunteers and brain EVs (bEVs) from excised rat brain tissues. We visualized QD-sEVs in epithelial sheets isolated from human vaginal mucosa and time-lapse imaged QD-bEV interactions with microglial BV-2 cells. The development of the QD-EV conjugate will benefit the study of EV localization, movement, and function and accelerate their potential use as biomarkers, therapeutic agents, or drug-delivery vehicles.
Collapse
Affiliation(s)
- Mengying Zhang
- Molecular Engineering and Sciences Institute, University of Washington, Seattle, Washington 98195-1652, United States
| | - Lucia Vojtech
- Department of Obstetrics and Gynecology, University of Washington, Seattle, Washington 98195-6460, United States
| | - Ziming Ye
- Department of Chemical Engineering, University of Washington, Seattle, Washington 98195-1750, United States
| | - Florian Hladik
- Department of Obstetrics and Gynecology and Department of Medicine, Division of Allergy and Infectious Diseases, University of Washington, Seattle, Washington 98195-6460, United States
| | - Elizabeth Nance
- Molecular Engineering and Sciences Institute, Department of Chemical Engineering, Center on Human Development and Disability, and Department of Radiology, University of Washington, Seattle, Washington 98195-1652, United States
| |
Collapse
|
23
|
Yang L, George J, Wang J. Deep Profiling of Cellular Heterogeneity by Emerging Single-Cell Proteomic Technologies. Proteomics 2020; 20:e1900226. [PMID: 31729152 PMCID: PMC7225074 DOI: 10.1002/pmic.201900226] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2019] [Revised: 10/14/2019] [Indexed: 12/20/2022]
Abstract
The ability to comprehensively profile cellular heterogeneity in functional proteome is crucial in advancing the understanding of cell behavior, organism development, and disease mechanisms. Conventional bulk measurement by averaging the biological responses across a population often loses the information of cellular variations. Single-cell proteomic technologies are becoming increasingly important to understand and discern cellular heterogeneity. The well-established methods for single-cell protein analysis based on flow cytometry and fluorescence microscopy are limited by the low multiplexing ability owing to the spectra overlap of fluorophores for labeling antibodies. Recent advances in mass spectrometry (MS), microchip, and reiterative staining-based techniques for single-cell proteomics have enabled the evaluation of cellular heterogeneity with high throughput, increased multiplexity, and improved sensitivity. In this review, the principles, developments, advantages, and limitations of these advanced technologies in analysis of single-cell proteins, along with their biological applications to study cellular heterogeneity, are described. At last, the remaining challenges, possible strategies, and future opportunities that will facilitate the improvement and broad applications of single-cell proteomic technologies in cell biology and medical research are discussed.
Collapse
Affiliation(s)
- Liwei Yang
- Multiplex Biotechnology Laboratory, Department of Biomedical Engineering, State University of New York at Stony Brook, Stony Brook, NY 11794
| | - Justin George
- Department of Chemistry, State University of New York, University at Albany, Albany, NY 12222
| | - Jun Wang
- Multiplex Biotechnology Laboratory, Department of Biomedical Engineering, State University of New York at Stony Brook, Stony Brook, NY 11794
| |
Collapse
|
24
|
Su Y, Ko ME, Cheng H, Zhu R, Xue M, Wang J, Lee JW, Frankiw L, Xu A, Wong S, Robert L, Takata K, Yuan D, Lu Y, Huang S, Ribas A, Levine R, Nolan GP, Wei W, Plevritis SK, Li G, Baltimore D, Heath JR. Multi-omic single-cell snapshots reveal multiple independent trajectories to drug tolerance in a melanoma cell line. Nat Commun 2020; 11:2345. [PMID: 32393797 PMCID: PMC7214418 DOI: 10.1038/s41467-020-15956-9] [Citation(s) in RCA: 62] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2019] [Accepted: 04/02/2020] [Indexed: 12/12/2022] Open
Abstract
The determination of individual cell trajectories through a high-dimensional cell-state space is an outstanding challenge for understanding biological changes ranging from cellular differentiation to epigenetic responses of diseased cells upon drugging. We integrate experiments and theory to determine the trajectories that single BRAFV600E mutant melanoma cancer cells take between drug-naive and drug-tolerant states. Although single-cell omics tools can yield snapshots of the cell-state landscape, the determination of individual cell trajectories through that space can be confounded by stochastic cell-state switching. We assayed for a panel of signaling, phenotypic, and metabolic regulators at points across 5 days of drug treatment to uncover a cell-state landscape with two paths connecting drug-naive and drug-tolerant states. The trajectory a given cell takes depends upon the drug-naive level of a lineage-restricted transcription factor. Each trajectory exhibits unique druggable susceptibilities, thus updating the paradigm of adaptive resistance development in an isogenic cell population.
Collapse
Affiliation(s)
- Yapeng Su
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, California, USA
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, California, USA
- Institute for Systems Biology, Seattle, Washington, USA
| | - Melissa E Ko
- Cancer Biology Program, Stanford University School of Medicine, Stanford, California, USA
| | - Hanjun Cheng
- Institute for Systems Biology, Seattle, Washington, USA
| | - Ronghui Zhu
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, California, USA
| | - Min Xue
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, California, USA
- Department of Chemistry, University of California, Riverside, Riverside, California, USA
| | - Jessica Wang
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, California, USA
| | - Jihoon W Lee
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, California, USA
| | - Luke Frankiw
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, California, USA
| | - Alexander Xu
- Institute for Systems Biology, Seattle, Washington, USA
| | - Stephanie Wong
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, California, USA
| | - Lidia Robert
- Department of Medicine, University of California, Los Angeles, Los Angeles, California, USA
| | - Kaitlyn Takata
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, California, USA
| | - Dan Yuan
- Institute for Systems Biology, Seattle, Washington, USA
| | - Yue Lu
- Institute for Systems Biology, Seattle, Washington, USA
| | - Sui Huang
- Institute for Systems Biology, Seattle, Washington, USA
| | - Antoni Ribas
- Department of Medicine, University of California, Los Angeles, Los Angeles, California, USA
- Department of Molecular and Medical Pharmacology, UCLA, Los Angeles, California, USA
- Department of Surgery, UCLA, Los Angeles, California, USA
- Jonsson Comprehensive Cancer Center, UCLA, Los Angeles, California, USA
| | - Raphael Levine
- Department of Molecular and Medical Pharmacology, UCLA, Los Angeles, California, USA
- Jonsson Comprehensive Cancer Center, UCLA, Los Angeles, California, USA
- The Fritz Haber Research Center, The Hebrew University, Jerusalem, Israel
| | - Garry P Nolan
- Department of Microbiology and Immunology, Stanford University, Stanford, California, USA
| | - Wei Wei
- Institute for Systems Biology, Seattle, Washington, USA
- Department of Molecular and Medical Pharmacology, UCLA, Los Angeles, California, USA
- Jonsson Comprehensive Cancer Center, UCLA, Los Angeles, California, USA
| | | | - Guideng Li
- Center of Systems Medicine, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
- Suzhou Institute of Systems Medicine, Suzhou, China.
| | - David Baltimore
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, California, USA.
| | - James R Heath
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, California, USA.
- Institute for Systems Biology, Seattle, Washington, USA.
- Department of Molecular and Medical Pharmacology, UCLA, Los Angeles, California, USA.
- Jonsson Comprehensive Cancer Center, UCLA, Los Angeles, California, USA.
| |
Collapse
|
25
|
Ultra-high throughput single-cell analysis of proteins and RNAs by split-pool synthesis. Commun Biol 2020; 3:213. [PMID: 32382044 PMCID: PMC7205613 DOI: 10.1038/s42003-020-0896-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2019] [Accepted: 03/04/2020] [Indexed: 12/11/2022] Open
Abstract
Single-cell omics provide insight into cellular heterogeneity and function. Recent technological advances have accelerated single-cell analyses, but workflows remain expensive and complex. We present a method enabling simultaneous, ultra-high throughput single-cell barcoding of millions of cells for targeted analysis of proteins and RNAs. Quantum barcoding (QBC) avoids isolation of single cells by building cell-specific oligo barcodes dynamically within each cell. With minimal instrumentation (four 96-well plates and a multichannel pipette), cell-specific codes are added to each tagged molecule within cells through sequential rounds of classical split-pool synthesis. Here we show the utility of this technology in mouse and human model systems for as many as 50 antibodies to targeted proteins and, separately, >70 targeted RNA regions. We demonstrate that this method can be applied to multi-modal protein and RNA analyses. It can be scaled by expansion of the split-pool process and effectively renders sequencing instruments as versatile multi-parameter flow cytometers. Maeve O’Huallachain et al. report a method that enables simultaneous, ultra-high throughput single-cell barcoding for targeted single-cell protein and RNA analysis. They show the utility of their method in analyses of mRNA and protein expression in human and mouse cells.
Collapse
|
26
|
Ooi C, Earhart CM, Hughes CE, Lee JR, Wong DJ, Wilson RJ, Rohatgi R, Wang SX. Flow Homogenization Enables a Massively Parallel Fluidic Design for High-throughput and Multiplexed Cell Isolation. ADVANCED MATERIALS TECHNOLOGIES 2020; 5:1900960. [PMID: 33072854 PMCID: PMC7567302 DOI: 10.1002/admt.201900960] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/24/2019] [Accepted: 03/04/2020] [Indexed: 06/11/2023]
Abstract
Microfluidic devices are widely used for applications such as cell isolation. Currently, the most common method to improve throughput for microfluidic devices involves fabrication of multiple, identical channels in parallel. However, this 'numbering up' only occurs in one dimension, thereby limiting gains in volumetric throughput. In contrast, macro-fluidic devices permit high volumetric flow-rates but lack the finer control of microfluidics. Here, we demonstrate how a micro-pore array design enables flow homogenization across a magnetic cell capture device, thus creating a massively parallel series of micro-scale flow channels with consistent fluidic and magnetic properties, regardless of spatial location. This design enables scaling in 2-dimensions, allowing flow-rates exceeding 100 mL/hr while maintaining >90% capture efficiencies of spiked lung cancer cells from blood in a simulated circulating tumor cell system. Additionally, this design facilitates modularity in operation, which we demonstrate by combining two different devices in tandem for multiplexed cell separation in a single pass with no additional cell losses from processing.
Collapse
Affiliation(s)
- Chinchun Ooi
- Department of Chemical Engineering, Stanford University, Stanford, California, USA; Department of Fluid Dynamics, Institute of High Performance Computing, Singapore
| | - Christopher M. Earhart
- Department of Materials Science and Engineering, Stanford University, Stanford, California, USA
| | - Casey E. Hughes
- Division of Oncology, Department of Medicine, Stanford University School of Medicine, Stanford, California, USA; Department of Biochemistry, University of Utah School of Medicine, Salt Lake City, Utah, USA
| | - Jung-Rok Lee
- Division of Mechanical and Biomechanical Engineering, Ewha Womans University, Seoul, South Korea
| | - Dawson J. Wong
- Department of Electrical Engineering, Stanford University, Stanford, California, USA
| | - Robert J. Wilson
- Department of Materials Science and Engineering, Stanford University, Stanford, California, USA
| | - Rajat Rohatgi
- Department of Biochemistry, Stanford University School of Medicine, Stanford, California, USA
| | - Shan X. Wang
- Department of Materials Science and Engineering, Stanford University, Stanford, California, USA; Department of Electrical Engineering, Stanford University, Stanford, California, USA
| |
Collapse
|
27
|
Abstract
The existence of cellular heterogeneity and its central relevance to biological phenomena provides a strong rationale for a need for analytical methods that enable analysis at the single-cell level. Analysis of the genome and transcriptome is possible at the single-cell level, but the comprehensive interrogation of the proteome with this level of resolution remains challenging. Single-cell protein analysis tools are advancing rapidly, however, and providing insights into collections of proteins with great relevance to cell and disease biology. Here, we review single-cell protein analysis technologies and assess their advantages and limitations. The emerging technologies presented have the potential to reveal new insights into tumour heterogeneity and therapeutic resistance, elucidate mechanisms of immune response and immunotherapy, and accelerate drug discovery.
Collapse
|
28
|
Hartshorn CM, Russell LM, Grodzinski P. National Cancer Institute Alliance for nanotechnology in cancer-Catalyzing research and translation toward novel cancer diagnostics and therapeutics. WILEY INTERDISCIPLINARY REVIEWS. NANOMEDICINE AND NANOBIOTECHNOLOGY 2019; 11:e1570. [PMID: 31257722 PMCID: PMC6788937 DOI: 10.1002/wnan.1570] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/29/2019] [Accepted: 05/23/2019] [Indexed: 12/22/2022]
Abstract
Nanotechnology has been a burgeoning research field, which is finding compelling applications in several practical areas of everyday life. It has provided novel, paradigm shifting solutions to medical problems and particularly to cancer. In order to accelerate integration of nanotechnology into cancer research and oncology, the National Cancer Institute (NCI) of the National Institutes of Health (NIH) established the NCI Alliance for Nanotechnology in Cancer program in 2005. This effort brought together scientists representing physical sciences, chemistry, and engineering working at the nanoscale with biologists and clinicians working on cancer to form a uniquely multidisciplinary cancer nanotechnology research community. The last 14 years of the program have produced a remarkable body of scientific discovery and demonstrated its utility to the development of practical cancer interventions. This paper takes stock of how the Alliance program influenced melding of disparate research disciplines into the field of nanomedicine and cancer nanotechnology, has been highly productive in the scientific arena, and produced a mechanism of seamless transfer of novel technologies developed in academia to the clinical and commercial space. This article is categorized under: Toxicology and Regulatory Issues in Nanomedicine > Regulatory and Policy Issues in Nanomedicine Therapeutic Approaches and Drug Discovery > Nanomedicine for Oncologic Disease Diagnostic Tools > in vivo Nanodiagnostics and Imaging.
Collapse
Affiliation(s)
- Christopher M. Hartshorn
- Nanodelivery Systems and Devices Branch, National Cancer Institute, National Institutes of Health, 9609 Medical Center Drive, Rockville, MD 20850, USA
| | - Luisa M. Russell
- Nanodelivery Systems and Devices Branch, National Cancer Institute, National Institutes of Health, 9609 Medical Center Drive, Rockville, MD 20850, USA
| | - Piotr Grodzinski
- Nanodelivery Systems and Devices Branch, National Cancer Institute, National Institutes of Health, 9609 Medical Center Drive, Rockville, MD 20850, USA
| |
Collapse
|
29
|
Cremers GAO, Rosier BJHM, Riera Brillas R, Albertazzi L, de Greef TFA. Efficient Small-Scale Conjugation of DNA to Primary Antibodies for Multiplexed Cellular Targeting. Bioconjug Chem 2019; 30:2384-2392. [PMID: 31438665 PMCID: PMC6753658 DOI: 10.1021/acs.bioconjchem.9b00490] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
![]()
The
combination of the specificity of antibodies and the programmability
of DNA nanotechnology has provided the scientific community with a
powerful tool to label and unambiguously distinguish a large number
of subcellular targets using fluorescence-based read-out methods.
Whereas primary antibodies are commercially available for a large
class of targets, a general stoichiometric site-selective DNA labeling
strategy for this affinity reagent is lacking. Here we present a universal,
site-selective conjugation method using a small photo-cross-linkable
protein G adaptor that allows labeling of antibodies of different
host species with a controlled number of short oligonucleotides (ODNs).
Importantly, we illustrate that this conjugation method can be directly
performed on commercially available primary antibodies on a small
scale and without cross-reactivity towards bovine serum albumin. In
addition, we present a general benchtop-compatible strategy to purify
DNA-labeled antibodies without a loss of function. The application
of protein G-ODN-labeled primary antibodies is demonstrated by employing
three well-known methods for detecting subcellular targets using fluorescence
read-out, including flow cytometry, DNA-PAINT, and dSTORM. This work
thus establishes a general and efficient platform for the synthesis
of a library of unique ODN–antibody conjugates, facilitating
the broader use of DNA-based programmable tags for multiplexed labeling
to identify subcellular features with nanometer precision and improving
our understanding of cellular structure and function.
Collapse
Affiliation(s)
- Glenn A O Cremers
- Laboratory of Chemical Biology and Institute for Complex Molecular Systems , Eindhoven University of Technology , P.O. Box 513, 5600 MB Eindhoven , The Netherlands.,Computational Biology Group, Department of Biomedical Engineering , Eindhoven University of Technology , P.O. Box 513, 5600 MB Eindhoven , The Netherlands
| | - Bas J H M Rosier
- Laboratory of Chemical Biology and Institute for Complex Molecular Systems , Eindhoven University of Technology , P.O. Box 513, 5600 MB Eindhoven , The Netherlands.,Computational Biology Group, Department of Biomedical Engineering , Eindhoven University of Technology , P.O. Box 513, 5600 MB Eindhoven , The Netherlands
| | - Roger Riera Brillas
- Laboratory of Chemical Biology and Institute for Complex Molecular Systems , Eindhoven University of Technology , P.O. Box 513, 5600 MB Eindhoven , The Netherlands.,Molecular Biosensing for Medical Diagnostics, Department of Biomedical Engineering , Eindhoven University of Technology , P.O. Box 513, 5600 MB Eindhoven , The Netherlands
| | - Lorenzo Albertazzi
- Laboratory of Chemical Biology and Institute for Complex Molecular Systems , Eindhoven University of Technology , P.O. Box 513, 5600 MB Eindhoven , The Netherlands.,Molecular Biosensing for Medical Diagnostics, Department of Biomedical Engineering , Eindhoven University of Technology , P.O. Box 513, 5600 MB Eindhoven , The Netherlands
| | - Tom F A de Greef
- Laboratory of Chemical Biology and Institute for Complex Molecular Systems , Eindhoven University of Technology , P.O. Box 513, 5600 MB Eindhoven , The Netherlands.,Computational Biology Group, Department of Biomedical Engineering , Eindhoven University of Technology , P.O. Box 513, 5600 MB Eindhoven , The Netherlands.,Institute for Molecules and Materials , Radboud University , Heyendaalseweg 135 , 6525 AJ Nijmegen , The Netherlands
| |
Collapse
|
30
|
Dovgan I, Koniev O, Kolodych S, Wagner A. Antibody-Oligonucleotide Conjugates as Therapeutic, Imaging, and Detection Agents. Bioconjug Chem 2019; 30:2483-2501. [PMID: 31339691 DOI: 10.1021/acs.bioconjchem.9b00306] [Citation(s) in RCA: 68] [Impact Index Per Article: 13.6] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Antibody-oligonucleotide conjugates (AOCs) are a novel class of synthetic chimeric biomolecules that has been continually gaining traction in different fields of modern biotechnology. This is mainly due to the unique combination of the properties of their two constituents, exceptional targeting abilities and antibody biodistribution profiles, in addition to an extensive scope of oligonucleotide functional and structural roles. Combining these two classes of biomolecules in one chimeric construct has therefore become an important milestone in the development of numerous biotechnological applications, including imaging (DNA-PAINT), detection (PLA, PEA), and therapeutics (targeted siRNA/antisense delivery). Numerous synthetic approaches have been developed to access AOCs ranging from stochastic chemical bioconjugation to site-specific conjugation with reactive handles, introduced into antibody sequences through protein engineering. This Review gives a general overview of the current status of AOC applications with a specific emphasis on the synthetic methods used for their preparation. The reported synthetic techniques are discussed in terms of their practical aspects and limitations. The importance of the development of novel methods for the facile generation of AOCs possessing a defined constitution is highlighted as a priority in AOC research to ensure the advance of their new applications.
Collapse
Affiliation(s)
- Igor Dovgan
- Bio-Functional Chemistry (UMR 7199), LabEx Medalis , University of Strasbourg , 74 Route du Rhin , 67400 Illkirch-Graffenstaden , France
| | - Oleksandr Koniev
- Syndivia SAS , 650 Boulevard Gonthier d'Andernach , 67400 Illkirch-Graffenstaden , France
| | - Sergii Kolodych
- Syndivia SAS , 650 Boulevard Gonthier d'Andernach , 67400 Illkirch-Graffenstaden , France
| | - Alain Wagner
- Bio-Functional Chemistry (UMR 7199), LabEx Medalis , University of Strasbourg , 74 Route du Rhin , 67400 Illkirch-Graffenstaden , France
| |
Collapse
|
31
|
Li G, Moellering RE. A Concise, Modular Antibody-Oligonucleotide Conjugation Strategy Based on Disuccinimidyl Ester Activation Chemistry. Chembiochem 2019; 20:1599-1605. [PMID: 30767357 DOI: 10.1002/cbic.201900027] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2019] [Indexed: 12/17/2022]
Abstract
The synthesis of antibody-oligonucleotide conjugates has enabled the development of highly sensitive bioassays for specific epitopes in the laboratory and clinic. Most synthetic schemes to generate these hybrid molecules require expensive reagents, significant quantities of input antibody, and multistep purification routes; thus limiting widespread application. Herein a facile and robust conjugation strategy is reported that involves "plug-and-play" antibody conjugation with succinimidyl-functionalized oligonucleotides, which are high yielding and compatible for use directly after buffer exchange. The succinimidyl-linked oligonucleotides are synthesized with 5'-amine-modified oligonucleotides and disuccinimidyl suberate (DSS), both of which are inexpensive and commercially available. Direct incubation of the resulting stable succinimidyl- oligonucleotide conjugates with commercial antibodies yields conjugates ready for use after benchtop buffer exchange. It is demonstrated that the resulting oligonucleotide-antibody and oligonucleotide-streptavidin conjugates retain potent and specific binding in activity-dependent proximity ligation imaging, and proximity ligation-mediated qPCR detection of endogenous proteins in native cellular contexts down to picogram levels of whole proteome. This DSS conjugation strategy should be widely applicable in the synthesis of protein-oligonucleotide conjugates.
Collapse
Affiliation(s)
- Gang Li
- Department of Chemistry, University of Chicago, 929 E. 57th Street, Chicago, IL, 60637, USA
| | - Raymond E Moellering
- Department of Chemistry, University of Chicago, 929 E. 57th Street, Chicago, IL, 60637, USA
| |
Collapse
|
32
|
Liszczak G, Muir TW. Barcoding mit Nukleinsäuren: Anwendung der DNA‐Sequenzierung als molekulares Zählwerk. Angew Chem Int Ed Engl 2019. [DOI: 10.1002/ange.201808956] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Glen Liszczak
- Department of ChemistryPrinceton University Princeton NJ 08544 USA
- Aktuelle Adresse: Department of BiochemistryUT Southwestern Medical Center Dallas TX 75390 USA
| | - Tom W. Muir
- Department of ChemistryPrinceton University Princeton NJ 08544 USA
| |
Collapse
|
33
|
Dahotre SN, Chang YM, Romanov AM, Kwong GA. DNA-Barcoded pMHC Tetramers for Detection of Single Antigen-Specific T Cells by Digital PCR. Anal Chem 2019; 91:2695-2700. [PMID: 30656939 PMCID: PMC6399736 DOI: 10.1021/acs.analchem.8b04153] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Antigen-specific T cells are found at low frequencies in circulation but carry important diagnostic information as liquid biomarkers in numerous biomedical settings, such as monitoring the efficacy of vaccines and cancer immunotherapies. To enable detection of antigen-specific T cells with high sensitivity, we develop peptide-MHC (pMHC) tetramers labeled with DNA barcodes to detect single T cells by droplet digital PCR (ddPCR). We show that site-specific conjugation of DNA via photocleavable linkers allows barcoded tetramers to stain T cells with similar avidity compared to conventional fluorescent tetramers and efficient recovery of barcodes by light with no loss in cell viability. We design an orthogonal panel of DNA-barcoded tetramers to simultaneously detect multiple antigen-specific T cell populations, including from a mouse model of viral infection, and discriminate single cancer-specific T cells with high diagnostic sensitivity and specificity. This approach of DNA-barcoding can be broadened to encompass additional rare cells for monitoring immunological health at the single cell level.
Collapse
Affiliation(s)
- Shreyas N. Dahotre
- Department of Biomedical Engineering, Wallace H. Coulter, Georgia Tech and Emory School of Medicine, Atlanta, GA 30332, United States
| | - Yun Min Chang
- Department of Biomedical Engineering, Wallace H. Coulter, Georgia Tech and Emory School of Medicine, Atlanta, GA 30332, United States
- Department of Microbiology and Immunology, Emory University School of Medicine, Atlanta, GA 30322, United States
| | - Anna M. Romanov
- Department of Biomedical Engineering, Wallace H. Coulter, Georgia Tech and Emory School of Medicine, Atlanta, GA 30332, United States
| | - Gabriel A. Kwong
- Department of Biomedical Engineering, Wallace H. Coulter, Georgia Tech and Emory School of Medicine, Atlanta, GA 30332, United States
- Parker H. Petit Institute for Bioengineering and Bioscience, Georgia Tech, Atlanta, GA 30332, United States
- Institute for Electronics and Nanotechnology, Georgia Tech, Atlanta, GA, 30332, United States
- Integrated Cancer Research Center, Georgia Tech, Atlanta, GA, 30332, United States
- Georgia ImmunoEngineering Consortium, Georgia Tech and Emory University, Atlanta, GA 30332, United States
| |
Collapse
|
34
|
Wu Z, Zeng T, Guo WJ, Bai YY, Pang DW, Zhang ZL. Digital Single Virus Immunoassay for Ultrasensitive Multiplex Avian Influenza Virus Detection Based on Fluorescent Magnetic Multifunctional Nanospheres. ACS APPLIED MATERIALS & INTERFACES 2019; 11:5762-5770. [PMID: 30688060 DOI: 10.1021/acsami.8b18898] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/19/2023]
Abstract
The fluorescence method has made great progress in the construction of sensitive sensors but the background fluorescence of the matrix and photobleaching limit its broad application in clinical diagnosis. Here, we propose a digital single virus immunoassay for multiplex virus detection by using fluorescent magnetic multifunctional nanospheres as both capture carriers and signal labels. The superparamagnetism and strong magnetic response ability of nanospheres can realize efficient capture and separation of targets without sample pretreatment. Due to their distinguishable fluorescence imaging and photostability, the nanospheres enable single-particle counting for ultrasensitive multiplexed detection. Furthermore, the integration of digital analysis provided a reliable quantitative strategy for the detection of rare targets. Based on multifunctional nanospheres and digital analysis, a digital single virus immunoassay was proposed for simultaneous detection of H9N2, H1N1, and H7N9 avian influenza virus without complex signal amplification, whose detection limits were 0.02 pg/mL. Owing to its good specificity and anti-interference ability, the method showed great potential in single biomolecules, multiplexed detection, and early diagnosis of diseases.
Collapse
Affiliation(s)
- Zhen Wu
- Key Laboratory of Analytical Chemistry for Biology and Medicine (Ministry of Education), College of Chemistry and Molecular Sciences, State Key Laboratory of Virology , Wuhan University , Wuhan 430072 , P. R. China
| | - Tao Zeng
- Key Laboratory of Analytical Chemistry for Biology and Medicine (Ministry of Education), College of Chemistry and Molecular Sciences, State Key Laboratory of Virology , Wuhan University , Wuhan 430072 , P. R. China
| | - Wen-Jing Guo
- Key Laboratory of Analytical Chemistry for Biology and Medicine (Ministry of Education), College of Chemistry and Molecular Sciences, State Key Laboratory of Virology , Wuhan University , Wuhan 430072 , P. R. China
| | - Yi-Yan Bai
- Key Laboratory of Analytical Chemistry for Biology and Medicine (Ministry of Education), College of Chemistry and Molecular Sciences, State Key Laboratory of Virology , Wuhan University , Wuhan 430072 , P. R. China
| | - Dai-Wen Pang
- Key Laboratory of Analytical Chemistry for Biology and Medicine (Ministry of Education), College of Chemistry and Molecular Sciences, State Key Laboratory of Virology , Wuhan University , Wuhan 430072 , P. R. China
| | - Zhi-Ling Zhang
- Key Laboratory of Analytical Chemistry for Biology and Medicine (Ministry of Education), College of Chemistry and Molecular Sciences, State Key Laboratory of Virology , Wuhan University , Wuhan 430072 , P. R. China
| |
Collapse
|
35
|
Liszczak G, Muir TW. Nucleic Acid-Barcoding Technologies: Converting DNA Sequencing into a Broad-Spectrum Molecular Counter. Angew Chem Int Ed Engl 2019; 58:4144-4162. [PMID: 30153374 DOI: 10.1002/anie.201808956] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2018] [Indexed: 12/17/2022]
Abstract
The emergence of high-throughput DNA sequencing technologies sparked a revolution in the field of genomics that has rippled into many branches of the life and physical sciences. The remarkable sensitivity, specificity, throughput, and multiplexing capacity that are inherent to parallel DNA sequencing have since motivated its use as a broad-spectrum molecular counter. A key aspect of extrapolating DNA sequencing to non-traditional applications is the need to append nucleic-acid barcodes to entities of interest. In this review, we describe the chemical and biochemical approaches that have enabled nucleic-acid barcoding of proteinaceous and non-proteinaceous materials and provide examples of downstream technologies that have been made possible by DNA-encoded molecules. As commercially available high-throughput sequencers were first released less than 15 years ago, we believe related applications will continue to mature and close by proposing new frontiers to support this assertion.
Collapse
Affiliation(s)
- Glen Liszczak
- Department of Chemistry, Princeton University, Princeton, NJ, 08544, USA.,Present address: Department of Biochemistry, UT Southwestern Medical Center, Dallas, TX, 75390, USA
| | - Tom W Muir
- Department of Chemistry, Princeton University, Princeton, NJ, 08544, USA
| |
Collapse
|
36
|
Schneider A, Niemeyer CM. DNA Surface Technology: From Gene Sensors to Integrated Systems for Life and Materials Sciences. Angew Chem Int Ed Engl 2018. [DOI: 10.1002/ange.201811713] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Affiliation(s)
- Ann‐Kathrin Schneider
- Institute for Biological Interfaces (IBG 1) Karlsruhe Institute of Technology (KIT) Hermann-von-Helmholtz-Platz 76344 Eggenstein-Leopoldshafen Germany
| | - Christof M. Niemeyer
- Institute for Biological Interfaces (IBG 1) Karlsruhe Institute of Technology (KIT) Hermann-von-Helmholtz-Platz 76344 Eggenstein-Leopoldshafen Germany
| |
Collapse
|
37
|
Schneider A, Niemeyer CM. DNA Surface Technology: From Gene Sensors to Integrated Systems for Life and Materials Sciences. Angew Chem Int Ed Engl 2018; 57:16959-16967. [DOI: 10.1002/anie.201811713] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2018] [Revised: 11/15/2018] [Indexed: 01/21/2023]
Affiliation(s)
- Ann‐Kathrin Schneider
- Institute for Biological Interfaces (IBG 1) Karlsruhe Institute of Technology (KIT) Hermann-von-Helmholtz-Platz 76344 Eggenstein-Leopoldshafen Germany
| | - Christof M. Niemeyer
- Institute for Biological Interfaces (IBG 1) Karlsruhe Institute of Technology (KIT) Hermann-von-Helmholtz-Platz 76344 Eggenstein-Leopoldshafen Germany
| |
Collapse
|
38
|
Xu AM, Liu Q, Takata KL, Jeoung S, Su Y, Antoshechkin I, Chen S, Thomson M, Heath JR. Integrated measurement of intracellular proteins and transcripts in single cells. LAB ON A CHIP 2018; 18:3251-3262. [PMID: 30178802 PMCID: PMC6752714 DOI: 10.1039/c8lc00639c] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
Biological function arises from the interplay of proteins, transcripts, and metabolites. An ongoing revolution in miniaturization technologies has created tools to analyze any one of these species in single cells, thus resolving the heterogeneity of tissues previously invisible to bulk measurements. An emerging frontier is single cell multi-omics, which is the measurement of multiple classes of analytes from single cells. Here, we combine bead-based transcriptomics with microchip-based proteomics to measure intracellular proteins and transcripts from single cells and defined small numbers of cells. The transcripts and proteins are independently measured by sequencing and fluorescent immunoassays respectively, to preserve their optimal measurement modes, and linked by encoding the physical address locations of the cells into digital sequencing space using spatially patterned DNA barcodes. We resolve cell-type-specific protein and transcript signatures and present a path forward to scaling the platform to high-throughput.
Collapse
Affiliation(s)
- Alexander M. Xu
- California Institute of Technology, Division of Chemistry and Chemical Engineering, Pasadena, CA, USA
- Institute for Systems Biology, Seattle, WA, USA
| | - Qianhe Liu
- California Institute of Technology, Division of Chemistry and Chemical Engineering, Pasadena, CA, USA
| | - Kaitlyn L. Takata
- California Institute of Technology, Division of Chemistry and Chemical Engineering, Pasadena, CA, USA
| | - Sarah Jeoung
- California Institute of Technology, Division of Chemistry and Chemical Engineering, Pasadena, CA, USA
| | - Yapeng Su
- California Institute of Technology, Division of Chemistry and Chemical Engineering, Pasadena, CA, USA
| | - Igor Antoshechkin
- California Institute of Technology, Division of Biology and Biological Engineering, Pasadena, CA, USA
| | - Sisi Chen
- California Institute of Technology, Division of Biology and Biological Engineering, Pasadena, CA, USA
| | - Matthew Thomson
- California Institute of Technology, Division of Biology and Biological Engineering, Pasadena, CA, USA
| | - James R. Heath
- California Institute of Technology, Division of Chemistry and Chemical Engineering, Pasadena, CA, USA
- Institute for Systems Biology, Seattle, WA, USA
| |
Collapse
|
39
|
Yang J, Meng Z, Liu Q, Shimada Y, Olsthoorn RCL, Spaink HP, Herrmann A, Kros A. Performing DNA nanotechnology operations on a zebrafish. Chem Sci 2018; 9:7271-7276. [PMID: 30288248 PMCID: PMC6148687 DOI: 10.1039/c8sc01771a] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2018] [Accepted: 07/16/2018] [Indexed: 12/18/2022] Open
Abstract
Nanoscale engineering of surfaces is becoming an indispensable technique to modify membranes and, thus cellular behaviour. Here, such membrane engineering related was explored on the surface of a living animal using DNA nanotechnology. We demonstrate the immobilization of oligonucleotides functionalized with a membrane anchor on 2 day old zebrafish. The protruding single-stranded DNA on the skin of zebrafish served as a handle for complementary DNAs, which allowed the attachment of small molecule cargo, liposomes and dynamic relabeling by DNA hybridization protocols. Robust anchoring of the oligonucleotides was proven as DNA-based amplification processes were successfully performed on the outer membrane of the zebrafish enabling the multiplication of surface functionalities from a single DNA-anchoring unit and the dramatic improvement of fluorescent labeling of these animals. As zebrafish are becoming an alternative to animal models in drug development, toxicology and nanoparticles characterization, we believe the platform presented here allows amalgamation of DNA nanotechnology tools with live animals and this opens up yet unexplored avenues like efficient bio-barcoding as well as in vivo tracking.
Collapse
Affiliation(s)
- Jian Yang
- Supramolecular & Biomaterials Chemistry , Leiden Institute of Chemistry , Leiden University , P.O. Box 9502 , 2300 RA Leiden , The Netherlands .
| | - Zhuojun Meng
- Zernike Institute for Advanced Materials , University of Groningen , Nijenborgh 4 , 9747 AG Groningen , The Netherlands .
| | - Qing Liu
- Zernike Institute for Advanced Materials , University of Groningen , Nijenborgh 4 , 9747 AG Groningen , The Netherlands .
| | - Yasuhito Shimada
- Institute of Biology , Leiden University , Leiden , The Netherlands
- Department of Integrative Pharmacology , Mie University Graduate School of Medicine , Mie , Japan .
| | - René C L Olsthoorn
- Supramolecular & Biomaterials Chemistry , Leiden Institute of Chemistry , Leiden University , P.O. Box 9502 , 2300 RA Leiden , The Netherlands .
| | - Herman P Spaink
- Institute of Biology , Leiden University , Leiden , The Netherlands
| | - Andreas Herrmann
- Zernike Institute for Advanced Materials , University of Groningen , Nijenborgh 4 , 9747 AG Groningen , The Netherlands .
- DWI-Leibniz Institute for Interactive Materials , Forckenbeckstr. 50 , 52056 Aachen , Germany
- Institute of Technical and Macromolecular Chemistry , RWTH Aachen University , Worringerweg 2 , 52074 , Aachen , Germany
| | - Alexander Kros
- Supramolecular & Biomaterials Chemistry , Leiden Institute of Chemistry , Leiden University , P.O. Box 9502 , 2300 RA Leiden , The Netherlands .
| |
Collapse
|
40
|
Ma Y, Lv Z, Li T, Tian T, Lu L, Liu W, Zhu Z, Yang C. Design and synthesis of ortho-phthalaldehyde phosphoramidite for single-step, rapid, efficient and chemoselective coupling of DNA with proteins under physiological conditions. Chem Commun (Camb) 2018; 54:9434-9437. [PMID: 30079422 DOI: 10.1039/c8cc05037f] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
ortho-Phthalaldehyde (OPA) phosphoramidite with high reaction activity was designed and synthesized for labelling oligodeoxynucleotides (DNA). The DNA modified with OPA (OPA-DNA) can covalently couple with native proteins rapidly and efficiently via a condensation reaction with the formation of phthalimidines, which provides a highly efficient method for bioconjugation of DNA and native proteins under physiological conditions.
Collapse
Affiliation(s)
- Yanli Ma
- State Key Laboratory of Physical Chemistry of Solid Surfaces, MOE Key Laboratory of Spectrochemical Analysis & Instrumentation, Collaborative Innovation Center of Chemistry for Energy Materials, Key Laboratory for Chemical Biology of Fujian Province, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen 361005, China.
| | | | | | | | | | | | | | | |
Collapse
|
41
|
McCarthy AM, Kim J, Museth AK, Henning RK, Heath JE, Winson E, Oh JJ, Liang J, Hong S, Heath JR. Allosteric Inhibitor of KRas Identified Using a Barcoded Assay Microchip Platform. Anal Chem 2018; 90:8824-8830. [PMID: 29979578 PMCID: PMC6734936 DOI: 10.1021/acs.analchem.8b00706] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
Protein catalyzed capture agents (PCCs) are synthetic antibody surrogates that can target a wide variety of biologically relevant proteins. As a step toward developing a high-throughput PCC pipeline, we report on the preparation of a barcoded rapid assay platform for the analysis of hits from PCC library screens. The platform is constructed by first surface patterning a micrometer scale barcode composed of orthogonal ssDNA strands onto a glass slide. The slide is then partitioned into microwells, each of which contains multiple copies of the full barcode. Biotinylated candidate PCCs from a click screen are assembled onto the barcode stripes using a complementary ssDNA-encoded cysteine-modified streptavidin library. This platform was employed to evaluate candidate PCC ligands identified from an epitope targeted in situ click screen against the two conserved allosteric switch regions of the Kirsten rat sarcoma (KRas) protein. A single microchip was utilized for the simultaneous evaluation of 15 PCC candidate fractions under more than a dozen different assay conditions. The platform also permitted more than a 10-fold savings in time and a more than 100-fold reduction in biological and chemical reagents relative to traditional multiwell plate assays. The best ligand was shown to exhibit an in vitro inhibition constant (IC50) of ∼24 μM.
Collapse
Affiliation(s)
- Amy M. McCarthy
- The Arthur Amos Noyes Laboratory of Chemical Physics, Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, California 91125, United States
| | - Jungwoo Kim
- The Arthur Amos Noyes Laboratory of Chemical Physics, Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, California 91125, United States
| | - A. Katrine Museth
- The Arthur Amos Noyes Laboratory of Chemical Physics, Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, California 91125, United States
| | - Ryan K. Henning
- The Arthur Amos Noyes Laboratory of Chemical Physics, Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, California 91125, United States
| | - John E. Heath
- The Arthur Amos Noyes Laboratory of Chemical Physics, Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, California 91125, United States
| | - Emma Winson
- The Arthur Amos Noyes Laboratory of Chemical Physics, Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, California 91125, United States
| | - Joseph J. Oh
- The Arthur Amos Noyes Laboratory of Chemical Physics, Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, California 91125, United States
| | - Jingxin Liang
- The Institute for Systems Biology. 401 N Terry Avenue, Seattle, WA 98109
| | - Sunga Hong
- The Institute for Systems Biology. 401 N Terry Avenue, Seattle, WA 98109
| | - James R. Heath
- The Arthur Amos Noyes Laboratory of Chemical Physics, Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, California 91125, United States
- The Institute for Systems Biology. 401 N Terry Avenue, Seattle, WA 98109
| |
Collapse
|
42
|
Gentile SD, Griebel ME, Anderson EW, Underhill GH. Click Chemistry-Based DNA Labeling of Cells for Barcoding Applications. Bioconjug Chem 2018; 29:2846-2854. [DOI: 10.1021/acs.bioconjchem.8b00435] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Affiliation(s)
- Stefan D. Gentile
- Department of Bioengineering, University of Illinois at Urbana−Champaign, Urbana, Illinois 61801, United States
| | - Megan E. Griebel
- Department of Bioengineering, University of Illinois at Urbana−Champaign, Urbana, Illinois 61801, United States
| | - Erik W. Anderson
- Department of Bioengineering, University of Illinois at Urbana−Champaign, Urbana, Illinois 61801, United States
| | - Gregory H. Underhill
- Department of Bioengineering, University of Illinois at Urbana−Champaign, Urbana, Illinois 61801, United States
| |
Collapse
|
43
|
Keating SM, Taylor DL, Plant AL, Litwack ED, Kuhn P, Greenspan EJ, Hartshorn CM, Sigman CC, Kelloff GJ, Chang DD, Friberg G, Lee JSH, Kuida K. Opportunities and Challenges in Implementation of Multiparameter Single Cell Analysis Platforms for Clinical Translation. Clin Transl Sci 2018; 11:267-276. [PMID: 29498218 PMCID: PMC5944591 DOI: 10.1111/cts.12536] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2017] [Accepted: 12/19/2017] [Indexed: 12/15/2022] Open
Abstract
The high-content interrogation of single cells with platforms optimized for the multiparameter characterization of cells in liquid and solid biopsy samples can enable characterization of heterogeneous populations of cells ex vivo. Doing so will advance the diagnosis, prognosis, and treatment of cancer and other diseases. However, it is important to understand the unique issues in resolving heterogeneity and variability at the single cell level before navigating the validation and regulatory requirements in order for these technologies to impact patient care. Since 2013, leading experts representing industry, academia, and government have been brought together as part of the Foundation for the National Institutes of Health (FNIH) Biomarkers Consortium to foster the potential of high-content data integration for clinical translation.
Collapse
Affiliation(s)
| | - D. Lansing Taylor
- University of Pittsburgh Drug Discovery InstituteUniversity of PittsburghPittsburghPennsylvaniaUSA
| | - Anne L. Plant
- Biosystems and Biomaterials Division Materials Measurement LaboratoryNational Institute of Standards and TechnologyGaithersburgMarylandUSA
| | - E. David Litwack
- Office of In Vitro Diagnostics and Radiological HealthCenter for Devices and Radiological HealthFood and Drug AdministrationSilver SpringMarylandUSA
| | - Peter Kuhn
- University of Southern CaliforniaLos AngelesCaliforniaUSA
| | - Emily J. Greenspan
- Center for Strategic Scientific InitiativesNational Cancer InstituteBethesdaMarylandUSA
| | | | | | | | | | | | - Jerry S. H. Lee
- Center for Strategic Scientific InitiativesNational Cancer InstituteBethesdaMarylandUSA
| | | |
Collapse
|
44
|
Guo X, Wang J, Zhu Z, Zhang M, Li H, Liu J, Ling L. A colorimetric method for the sequence-specific recognition of double-stranded DNA on the surface of a silver-coated glass slide. CAN J CHEM 2018. [DOI: 10.1139/cjc-2017-0544] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
In this study, a colorimetric method for sequence-specific recognition of double-stranded DNA (dsDNA) was established on the surface of a silver-coated glass slide. Oligo-1 was assembled on the surface of a silver-coated glass slide through an Ag–S bond, and Oligo-2 as reporter was used to bind with streptavidin-horseradish peroxidase (SA–HRP). They could bind with target dsDNA that was composed of Oligo-3 and Oligo-4 on the surface of a silver-coated glass slide through triplex formation. The bound HRP could be moved into the solution by DNase I and catalyze the oxidation of 3,3′,5,5′-tetramethylbenzidine (TMB). Therefore, the concentration of target dsDNA could be determined with the colour change of TMB. Under the optimum conditions, the absorbance was proportional to the concentration of target dsDNA over the range of 100 pmol/L to 2.0 nmol/L, with a detection limit of 13 pmol/L. In addition, this method showed good sequence selectivity, enabling it to be further developed for the detection of other polymerase chain reaction (PCR) products.
Collapse
Affiliation(s)
- Xiaoting Guo
- School of Chemistry, Sun Yat-Sen University, Guangzhou 510275, P. R. China
| | - Jing Wang
- School of Chemistry, Sun Yat-Sen University, Guangzhou 510275, P. R. China
| | - Zhifang Zhu
- School of Chemistry, Sun Yat-Sen University, Guangzhou 510275, P. R. China
| | - Manjun Zhang
- School of Chemistry, Sun Yat-Sen University, Guangzhou 510275, P. R. China
| | - Haigang Li
- School of Chemistry, Sun Yat-Sen University, Guangzhou 510275, P. R. China
| | - Jianmin Liu
- Department of Neurosurgery, the First Affiliated Hospital of Guangzhou University of Traditional Chinese Medicine, Guangzhou 510405, P. R. China
| | - Liansheng Ling
- School of Chemistry, Sun Yat-Sen University, Guangzhou 510275, P. R. China
| |
Collapse
|
45
|
Individually addressable and dynamic DNA gates for multiplexed cell sorting. Proc Natl Acad Sci U S A 2018; 115:4357-4362. [PMID: 29632190 DOI: 10.1073/pnas.1714820115] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
The ability to analyze and isolate cells based on the expression of specific surface markers has increased our understanding of cell biology and produced numerous applications for biomedicine. However, established cell-sorting platforms rely on labels that are limited in number due to biophysical constraints, such as overlapping emission spectra of fluorophores in FACS. Here, we establish a framework built on a system of orthogonal and extensible DNA gates for multiplexed cell sorting. These DNA gates label target cell populations by antibodies to allow magnetic bead isolation en masse and then selectively unlock by strand displacement to sort cells. We show that DNA gated sorting (DGS) is triggered to completion within minutes on the surface of cells and achieves target cell purity, viability, and yield equivalent to that of commercial magnetic sorting kits. We demonstrate multiplexed sorting of three distinct immune cell populations (CD8+, CD4+, and CD19+) from mouse splenocytes to high purity and show that recovered CD8+ T cells retain proliferative potential and target cell-killing activity. To broaden the utility of this platform, we implement a double positive sorting scheme using DNA gates on peptide-MHC tetramers to isolate antigen-specific CD8+ T cells from mice infected with lymphocytic choriomeningitis virus (LCMV). DGS can potentially be expanded with fewer biophysical constraints to large families of DNA gates for applications that require analysis of complex cell populations, such as host immune responses to disease.
Collapse
|
46
|
Yang F, Zuo X, Fan C, Zhang XE. Biomacromolecular nanostructures-based interfacial engineering: from precise assembly to precision biosensing. Natl Sci Rev 2018. [DOI: 10.1093/nsr/nwx134] [Citation(s) in RCA: 51] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023] Open
Abstract
Abstract
Biosensors are a type of important biodevice that integrate biological recognition elements, such as enzyme, antibody and DNA, and physical or chemical transducers, which have revolutionized clinical diagnosis especially under the context of point-of-care tests. Since the performance of a biosensor depends largely on the bio–solid interface, design and engineering of the interface play a pivotal role in developing quality biosensors. Along this line, a number of strategies have been developed to improve the homogeneity of the interface or the precision in regulating the interactions between biomolecules and the interface. Especially, intense efforts have been devoted to controlling the surface chemistry, orientation of immobilization, molecular conformation and packing density of surface-confined biomolecular probes (proteins and nucleic acids). By finely tuning these surface properties, through either gene manipulation or self-assembly, one may reduce the heterogeneity of self-assembled monolayers, increase the accessibility of target molecules and decrease the binding energy barrier to realize high sensitivity and specificity. In this review, we summarize recent progress in interfacial engineering of biosensors with particular focus on the use of protein and DNA nanostructures. These biomacromolecular nanostructures with atomistic precision lead to highly regulated interfacial assemblies at the nanoscale. We further describe the potential use of the high-performance biosensors for precision diagnostics.
Collapse
Affiliation(s)
- Fan Yang
- Division of Physical Biology & Bioimaging Center, Shanghai Synchrotron Radiation Facility, Shanghai Institute of Applied Physics, Chinese Academy of Sciences, Shanghai 201800, China
- School of Laboratory Medicine, Hubei University of Chinese Medicine, Wuhan 430065, China
| | - Xiaolei Zuo
- Division of Physical Biology & Bioimaging Center, Shanghai Synchrotron Radiation Facility, Shanghai Institute of Applied Physics, Chinese Academy of Sciences, Shanghai 201800, China
| | - Chunhai Fan
- Division of Physical Biology & Bioimaging Center, Shanghai Synchrotron Radiation Facility, Shanghai Institute of Applied Physics, Chinese Academy of Sciences, Shanghai 201800, China
| | - Xian-En Zhang
- National Key Laboratory of Biomacromolecules, CAS Excellence Center for Biomacromolecules, Institute of Biophysics, Chinese Academy of Sciences, Beijing 100101, China
| |
Collapse
|
47
|
Zhou J, Bethune MT, Malkova N, Sutherland AM, Comin-Anduix B, Su Y, Baltimore D, Ribas A, Heath JR. A kinetic investigation of interacting, stimulated T cells identifies conditions for rapid functional enhancement, minimal phenotype differentiation, and improved adoptive cell transfer tumor eradication. PLoS One 2018; 13:e0191634. [PMID: 29360859 PMCID: PMC5779691 DOI: 10.1371/journal.pone.0191634] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2017] [Accepted: 01/09/2018] [Indexed: 12/04/2022] Open
Abstract
For adoptive cell transfer (ACT) immunotherapy of tumor-reactive T cells, an effective therapeutic outcome depends upon cell dose, cell expansion in vivo through a minimally differentiated phenotype, long term persistence, and strong cytolytic effector function. An incomplete understanding of the biological coupling between T cell expansion, differentiation, and response to stimulation hinders the co-optimization of these factors. We report on a biophysical investigation of how the short-term kinetics of T cell functional activation, through molecular stimulation and cell-cell interactions, competes with phenotype differentiation. T cells receive molecular stimulation for a few minutes to a few hours in bulk culture. Following this priming period, the cells are then analyzed at the transcriptional level, or isolated as single cells, with continuing molecular stimulation, within microchambers for analysis via 11-plex secreted protein assays. We resolve a rapid feedback mechanism, promoted by T cell—T cell contact interactions, which strongly amplifies T cell functional performance while yielding only minimal phenotype differentiation. When tested in mouse models of ACT, optimally primed T cells lead to complete tumor eradication. A similar kinetic process is identified in CD8+ and CD4+ T cells collected from a patient with metastatic melanoma.
Collapse
Affiliation(s)
- Jing Zhou
- NanoSystems Biology Cancer Center, California Institute of Technology, Pasadena, California, United States of America.,Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, California, United States of America
| | - Michael T Bethune
- NanoSystems Biology Cancer Center, California Institute of Technology, Pasadena, California, United States of America.,Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, California, United States of America
| | - Natalia Malkova
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, California, United States of America
| | - Alexander M Sutherland
- NanoSystems Biology Cancer Center, California Institute of Technology, Pasadena, California, United States of America.,Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, California, United States of America
| | - Begonya Comin-Anduix
- David Geffen School of Medicine, the Johnson Comprehensive Cancer Center, University of California, Los Angeles, California, United States of America
| | - Yapeng Su
- NanoSystems Biology Cancer Center, California Institute of Technology, Pasadena, California, United States of America.,Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, California, United States of America
| | - David Baltimore
- NanoSystems Biology Cancer Center, California Institute of Technology, Pasadena, California, United States of America.,Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, California, United States of America
| | - Antoni Ribas
- NanoSystems Biology Cancer Center, California Institute of Technology, Pasadena, California, United States of America.,David Geffen School of Medicine, the Johnson Comprehensive Cancer Center, University of California, Los Angeles, California, United States of America
| | - James R Heath
- NanoSystems Biology Cancer Center, California Institute of Technology, Pasadena, California, United States of America.,Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, California, United States of America
| |
Collapse
|
48
|
The emerging role of nanomaterials in immunological sensing - a brief review. Mol Immunol 2018; 98:28-35. [PMID: 29325980 DOI: 10.1016/j.molimm.2017.12.017] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2017] [Revised: 12/13/2017] [Accepted: 12/19/2017] [Indexed: 12/13/2022]
Abstract
Nanomaterials are beginning to play an important role in the next generation of immunological assays and biosensors, with potential impacts both in research and clinical practice. In this brief review, we highlight two areas in which nanomaterials are already making new and important contributions in the past 5-10 years: firstly, in the improvement of assay and biosensor sensitivity for detection of low abundance proteins of immunological significance, and secondly, in the real-time and continuous monitoring of protein secretion from arrays of individual cells. We finish by challenging the immunology/sensing communities to work together to develop nanomaterials that can provide real-time, continuous, and sensitive molecular readouts in vivo, a lofty goal that will require significant collaborative effort.
Collapse
|
49
|
Abstract
Cancer immunotherapy fights against cancer by modulating the immune response and is delivering encouraging results in clinical treatments. However, it is challenging to achieve durable response in all cancer patients during treatment due to the diversity and dynamic nature of immune system as well as inter- and intratumor heterogeneity. A comprehensive assessment of system immunity and tumor microenvironment is crucial for effective and safe cancer therapy, which can potentially be resolved by single-cell proteomic analysis. Single-cell proteomic technologies enable system-wide profiling of protein levels in a number of single cells within the immune system and tumor microenvironment, and thereby provide direct assessment of the functional state of the immune cells and tumor-immune interaction that could be used to evaluate efficacy of immunotherapy and to improve clinical outcome. In this chapter, we summarized current single-cell proteomic technologies and their applications in cancer immunotherapy.
Collapse
|
50
|
Kaestli AJ, Junkin M, Tay S. Integrated platform for cell culture and dynamic quantification of cell secretion. LAB ON A CHIP 2017; 17:4124-4133. [PMID: 29094740 DOI: 10.1039/c7lc00839b] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
We developed an automated microfluidic chip that can measure dynamic cytokine secretion and transcription factor activation from cells responding to time-varying stimuli. Our chip patterns antibodies, exposes cells to time-varying inputs, measures cell secretion dynamics, and quantifies secretion all in the same platform. Secretion dynamics are measured using micrometer-sized immunoassays patterned directly inside the chip. All processes are automated, so that no user input is needed for conducting a complete cycle of device preparation, cell experiments, and secretion quantification. Using this system, we simulated an immune response by exposing cells to stimuli indicative of chronic and increasing inflammation. Specifically, we quantified how macrophages respond to changing levels of the bacterial ligand LPS, in terms of transcription factor NF-κB activity and TNF cytokine secretion. The integration of assay preparation with experimental automation of our system simplifies protocols for measuring cell responses to dynamic and physiologically relevant conditions and enables simpler and more error free means of microfluidic cellular investigations.
Collapse
Affiliation(s)
- Alicia J Kaestli
- Department of Biosystems Science and Engineering, ETH Zürich, Mattenstrasse 26, 4058 Basel, Switzerland
| | | | | |
Collapse
|