1
|
Huang S, Wu Y, Wang Y, Hu X, Song K. An embedded obstacle type micromixer-concentration gradient generator based on capillary driven. Electrophoresis 2024; 45:420-432. [PMID: 37915122 DOI: 10.1002/elps.202300164] [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: 07/25/2023] [Revised: 10/14/2023] [Accepted: 10/22/2023] [Indexed: 11/03/2023]
Abstract
An embedded obstacle-type micromixer-concentration gradient generator based on capillary self-driven is proposed and studied. Herringbone structure (HS) for mixing and palisade-shape small channels at the outlet are designed in the device (named HS). Simulation and experimentation are done to study the liquid mixing efficiency in the small channels and concentration gradient at the outlet, and the experimental results agree with the simulation results. For three cases of liquid dripping (sequential, reverse, and delayed drippings), mixing analysis shows that the mixing efficiency increases along both mixing channel and palisade length, and is high in the middle small channel of the palisade-shape area and low on both sides. An obvious concentration gradient at the outlet can form compared with the device without the palisade-shape area. Finally, water pH value detection is done as one of the applications of HS. This study can provide guidance for the application of HS in biochemical detection, cell research, drug screening, etc. based on the capillary-driven effect.
Collapse
Affiliation(s)
- Sisi Huang
- School of Mechanical Engineering and Mechanics, Xiangtan University, Xiangtan, P. R. China
| | - Yihao Wu
- School of Mechanical Engineering and Mechanics, Xiangtan University, Xiangtan, P. R. China
| | - Yifan Wang
- School of Mechanical Engineering and Mechanics, Xiangtan University, Xiangtan, P. R. China
| | - Xiaoling Hu
- School of Mechanical Engineering and Mechanics, Xiangtan University, Xiangtan, P. R. China
- Institute of Rheological Mechanics, Xiangtan University, Xiangtan, P. R. China
| | - Kui Song
- School of Mechanical Engineering and Mechanics, Xiangtan University, Xiangtan, P. R. China
- Institute of Rheological Mechanics, Xiangtan University, Xiangtan, P. R. China
| |
Collapse
|
2
|
Bandara YMNDY, Freedman KJ. Lithium Chloride Effects Field-Induced Protein Unfolding and the Transport Energetics Inside a Nanopipette. J Am Chem Soc 2024; 146:3171-3185. [PMID: 38253325 DOI: 10.1021/jacs.3c11044] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2024]
Abstract
The tapered geometry of nanopipettes offers a unique perspective on protein transport through nanopores since both a gradual and fast confinement are possible depending on the translocation direction. The protein capture rate, unfolding, speed of translocation, and clogging probability are studied by toggling the LiCl concentration between 2 and 4 M. Interestingly, the proteins in this study could be transported with or against electrophoresis and offer vastly different attributes of sensing. Herein, a ruleset for studying proteins is developed that prevents irreversible pore clogging and yields upward of >100,000 events/nanopore. The extended duration of experiments further revealed that the capture rate takes ∼2 h to reach a steady state, emphasizing the importance of reaching equilibrated transport for studying the energetics and kinetics of protein transport (i.e., diffusion vs barrier-limited). Even in the equilibrated transport state, improper lowpass filtering was shown to distort the classification of diffusion-limited vs barrier-limited transport. Finally, electric-field-induced protein unfolding was found to be most prominent in electroosmotic-dominant transport, whereas electrophoretic-dominant events show no evidence of unfolding. Thus, our findings showcase the optimal conditions for protein translocations and the impact on studying protein unfolding, transporting energetics, and acquiring high bandwidth data.
Collapse
Affiliation(s)
- Y M Nuwan D Y Bandara
- Department of Bioengineering, University of California, Riverside, 900 University Avenue, Riverside, California 92521, United States
| | - Kevin J Freedman
- Department of Bioengineering, University of California, Riverside, 900 University Avenue, Riverside, California 92521, United States
| |
Collapse
|
3
|
O'Donohue M, Ghimire ML, Lee S, Kim MJ. Real-time monitoring of Ti(IV) metal ion binding of transferrin using a solid-state nanopore. J Chem Phys 2024; 160:044906. [PMID: 38275192 DOI: 10.1063/5.0185590] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Accepted: 01/02/2024] [Indexed: 01/27/2024] Open
Abstract
Transferrin, a central player in iron transport, has been recognized not only for its role in binding iron but also for its interaction with other metals, including titanium. This study employs solid-state nanopores to investigate the binding of titanium ions [Ti(IV)] to transferrin in a single-molecule and label-free manner. We demonstrate the novel application of solid-state nanopores for single-molecule discrimination between apo-transferrin (metal-free) and Ti(IV)-transferrin. Despite their similar sizes, Ti(IV)-transferrin exhibits a reduced current drop, attributed to differences in translocation times and filter characteristics. Single-molecule analysis reveals Ti(IV)-transferrin's enhanced stability and faster translocations due to its distinct conformational flexibility compared to apo-transferrin. Furthermore, our study showcases solid-state nanopores as real-time monitors of biochemical reactions, tracking the gradual conversion of apo-transferrin to Ti(IV)-transferrin upon the addition of titanium citrate. This work offers insights into Ti(IV) binding to transferrin, promising applications for single-molecule analysis and expanding our comprehension of metal-protein interactions at the molecular level.
Collapse
Affiliation(s)
- Matthew O'Donohue
- Applied Science Program, Southern Methodist University, Dallas, Texas 75205, USA
| | - Madhav L Ghimire
- Department of Mechanical Engineering, Southern Methodist University, 3101 Dyer Street, Dallas, Texas 75205, USA
| | - Sangyoup Lee
- Bionic Research Center, Biomedical Research Division, Korea Institute of Science and Technology, Seoul, Republic of Korea
| | - Min Jun Kim
- Applied Science Program, Southern Methodist University, Dallas, Texas 75205, USA
- Department of Mechanical Engineering, Southern Methodist University, 3101 Dyer Street, Dallas, Texas 75205, USA
| |
Collapse
|
4
|
Saharia J, Bandara YMNDY, Karawdeniya BI, Dwyer JR, Kim MJ. Over One Million DNA and Protein Events Through Ultra-Stable Chemically-Tuned Solid-State Nanopores. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2023; 19:e2300198. [PMID: 37026669 PMCID: PMC10524034 DOI: 10.1002/smll.202300198] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/08/2023] [Revised: 03/07/2023] [Indexed: 06/19/2023]
Abstract
Stability, long lifetime, resilience against clogging, low noise, and low cost are five critical cornerstones of solid-state nanopore technology. Here, a fabrication protocol is described wherein >1 million events are obtained from a single solid-state nanopore with both DNA and protein at the highest available lowpass filter (LPF, 100 kHz) of the Axopatch 200B-the highest event count mentioned in literature. Moreover, a total of ≈8.1 million events are reported in this work encompassing the two analyte classes. With the 100 kHz LPF, the temporally attenuated population is negligible while with the more ubiquitous 10 kHz, ≈91% of the events are attenuated. With DNA experiments, the pores are operational for hours (typically >7 h) while the average pore growth is merely ≈0.16 ± 0.1 nm h-1 . The current noise is exceptionally stable with traces typically showing <10 pA h-1 increase in noise. Furthermore, a real-time method to clean and revive pores clogged with analyte with the added benefit of minimal pore growth during cleaning (< 5% of the original diameter) is showcased. The enormity of the data collected herein presents a significant advancement to solid-state pore performance and will be useful for future ventures such as machine learning where large amounts of pristine data are a prerequisite.
Collapse
Affiliation(s)
- Jugal Saharia
- Department of Mechanical Engineering, Southern Methodist University, TX 75275, USA
- Department of Mechanical Engineering, The University of Texas Permian Basin, Odessa, TX 79762, USA
| | | | - Buddini I. Karawdeniya
- Department of Electronic Materials Engineering, Research School of Physics, The Australian National University, Canberra, ACT 2601 Australia
| | - Jason R. Dwyer
- Department of Chemistry, University of Rhode Island, 140 Flagg Road, Kingston, RI 02881, USA
| | - Min Jun Kim
- Department of Mechanical Engineering, Southern Methodist University, TX 75275, USA
| |
Collapse
|
5
|
Bandara YMNDY, Freedman KJ. Enhanced Signal to Noise Ratio Enables High Bandwidth Nanopore Recordings and Molecular Weight Profiling of Proteins. ACS NANO 2022; 16:14111-14120. [PMID: 36107037 DOI: 10.1021/acsnano.2c04046] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Fast protein translocations often lead to bandwidth-limited amplitude-attenuated event signatures. In this study, we developed a protein- and electrolyte chemistry-centric pathway to construct a readily executable decision tree for the detection of non-attenuated protein translocations using conventional electronics. Each optimization encompasses increasing capture rate (CR), signal-to-noise ratio (SNR), and minimizing irreversible analyte clogging to collect >104 events/pipette spanning a host of electric fields. This was demonstrated using 11 proteins ranging from ∼12 kDa to ∼720 kDa. Moreover, both symmetric and asymmetric electrolyte conditions (cis and trans chamber electrolyte concentration ratios <> 1) were explored. As a result, asymmetric electrolyte conditions were favorable on the extreme ends of the size spectrum (i.e., larger, and smaller proteins) and while the remainder of proteins were best sensed under symmetric electrolyte conditions. Under these optimal conditions, only ≲10% of events were attenuated at 500 mV (≲ 5% for most proteins at 500 mV with only ≲1-5% of the population faster than ∼7 μs, which is the theoretical attenuation threshold for 100 kHz bandwidth). Finally, applied voltage (Vapp), peak current drop (ΔIp), electrolyte conductivity (K), and open-pore conductance (G0) were used to generate a linear relationship to evaluate the molecular weight of the protein (Mw) using plots of (dΔIp)/(dVapp) vs Mw/(G0/K).
Collapse
Affiliation(s)
- Y M Nuwan D Y Bandara
- Department of Bioengineering, University of California, Riverside, 900 University Ave., Riverside, California 92521, United States
| | - Kevin J Freedman
- Department of Bioengineering, University of California, Riverside, 900 University Ave., Riverside, California 92521, United States
| |
Collapse
|
6
|
Lastra LS, Bandara YMNDY, Sharma V, Freedman KJ. Protein and DNA Yield Current Enhancements, Slow Translocations, and an Enhanced Signal-to-Noise Ratio under a Salt Imbalance. ACS Sens 2022; 7:1883-1893. [PMID: 35707962 DOI: 10.1021/acssensors.2c00479] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Nanopores are a promising single-molecule sensing device class that captures molecular-level information through resistive or conductive pulse sensing (RPS and CPS). The latter has not been routinely utilized in the nanopore field despite the benefits it could provide, specifically in detecting subpopulations of a molecule. A systematic study was conducted here to study the CPS-based molecular discrimination and its voltage-dependent characteristics. CPS was observed when the cation movement along both electrical and chemical gradients was favored, which led to an ∼3× improvement in SNR (i.e., signal-to-noise ratio) and an ∼8× increase in translocation time. Interestingly, a reversal of the salt gradient reinstates the more conventional resistive pulses and may help elucidate RPS-CPS transitions. The asymmetric salt conditions greatly enhanced the discrimination of DNA configurations including linear, partially folded, and completely folded DNA states, which could help detect subpopulations in other molecular systems. These findings were then utilized for the detection of a Cas9 mutant, Cas9d10a─a protein with broad utilities in genetic engineering and immunology─bound to DNA target strands and the unbound Cas9d10a + sgRNA complexes, also showing significantly longer event durations (>1 ms) than typically observed for proteins.
Collapse
Affiliation(s)
- Lauren S Lastra
- Department of Bioengineering, University of California, Riverside, 900 University Ave., Riverside, California 92521, United States
| | - Y M Nuwan D Y Bandara
- Department of Bioengineering, University of California, Riverside, 900 University Ave., Riverside, California 92521, United States
| | - Vinay Sharma
- Department of Bioengineering, University of California, Riverside, 900 University Ave., Riverside, California 92521, United States.,Department of Biosciences and Bioengineering, Indian Institute of Technology Jammu, NH-44, Jagti, Jammu and Kashmir, 181221 India
| | - Kevin J Freedman
- Department of Bioengineering, University of California, Riverside, 900 University Ave., Riverside, California 92521, United States
| |
Collapse
|