Abstract
Function elements (FE) are vital components of nanochannel-systems for artificially regulating ion transport. Conventionally, the FE at inner wall (FEIW) of nanochannel−systems are of concern owing to their recognized effect on the compression of ionic passageways. However, their properties are inexplicit or generally presumed from the properties of the FE at outer surface (FEOS), which will bring potential errors. Here, we show that the FEOS independently regulate ion transport in a nanochannel−system without FEIW. The numerical simulations, assigned the measured parameters of FEOS to the Poisson and Nernst-Planck (PNP) equations, are well fitted with the experiments, indicating the generally explicit regulating-ion-transport accomplished by FEOS without FEIW. Meanwhile, the FEOS fulfill the key features of the pervious nanochannel systems on regulating-ion-transport in osmotic energy conversion devices and biosensors, and show advantages to (1) promote power density through concentrating FE at outer surface, bringing increase of ionic selectivity but no obvious change in internal resistance; (2) accommodate probes or targets with size beyond the diameter of nanochannels. Nanochannel-systems with only FEOS of explicit properties provide a quantitative platform for studying substrate transport phenomena through nanoconfined space, including nanopores, nanochannels, nanopipettes, porous membranes and two-dimensional channels.
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Introduction
Nanochannel-systems are artificial passages of ions and molecules with unique controllable performances1,2. They have been widely used in sensing3,4,5, drug release6,7, separation8,9,10,11, nanofluidic12, nanoelectrochemistry13,14, and energy conversion15,16,17, owing to their adjustable geometries at the nanoscale, versatile chemical compositions, and strong mechanical strength. The nanochannel-systems usually consist of three components: (1) nanochannels, (2) function elements at outer surface (FEOS), and (3) function elements at inner wall (FEIW)18,19. However, in traditional nanochannel-systems, there are two troublesome “black boxes” which are not well addressed: one is the role of FEOS on ion transport, which has been long-termed neglected; and the other is inexplicit chemical and physical properties of FE located deep inside nanochannel which is subject to that few test techniques with test tips or testing liquids, that can sufficiently contact with FE in the confined space at the nanoscale2.
Currently, both theoretical20,21 and experimental investigation22,23,24,25 showed the synergistic effects of FEOS on regulating-ion-transport in the presence of FEIW. Compared with the confined space in nanochannel, relatively more free-spaces of OS endow FEOS with advanced characteristics, such as easy to immobilize, available for precise characterizations, receptive for foreign substrates, and potential application in new scenarios. However, till now the properties of most FE are still inexplicit or generally presumed from the measurable FEOS26,27, which would bring potential errors.
Here, we confined FE at the outer surface (OS) and the edge of IW with a minimum depth as 7.5 nm (~0.01% of total IW) in nanochannels through the threshold effect of reducing-diameter down to 11 ± 3 nm, which is detectable for a host of techniques and termed as FEOS. The FEOS have been certified to regulate ion transport independently and their mechanism can be well demonstrated through the Poisson and Nernst–Planck equations assigned by measured properties from atomic force microscope (AFM), time of flight secondary ion mass spectrometry (ToF-SIMS), and solid-surface zeta potential analyzer (SSZPA). The FEOS fulfill the key capabilities of nanochannels in osmotic energy conversion and biosensing and bring new features: (1) increase of ionic selectivity but no obvious change in resistance and (2) accommodating probes or targets with size beyond the diameter of nanochannels.
Results
Designed nanochannel-systems
Different from previous nanochannel-systems (Fig. 1a, b), we designed a new nanochannel-system (Fig. 1c). In the 1st stage in Fig. 1a and 2nd stage in Fig. 1b, both the physicochemical properties and function on regulating-ion-transport of nanochannel system are partially unclear due to the limitation for the characterization of FEIW. While, using the nanochannel-system only consisting of independent FEOS (Fig. 1c) will avoid addressing the two problems: one is the role of FEOS on regulating-ion-transport and the other is unclear physicochemical properties of FEIW. Hence, the explicit relationship between the physicochemical properties of FE and function of nanochannel-systems could be realized.
Fabrications of nanochannel-system with only FEOS
We built a nanochannel-system using an anodic aluminum oxide (AAO) membrane deposited by Au at the one side as nanochannels (named as none@OS) (Fig. 2a–e, Fig. S1)22,23. For the present nanochannels, their surfaces could be divided into two parts: (1) OS refers to the outermost surface of Au and AAO at the opposite side. Because FE didn’t attach to the outermost layer of AAO, the OS only refers to the outermost layer of Au in the present work (Fig. S2). (2) Inner wall (IW) refers to the residual surface of the nanochannels except for the OS (Fig. 2a). We reduced the diameter of nanochannels from 25 ± 5 nm to 11 ± 3 nm by prolonging deposition time (0.1 nm/s for 2000 s) on purpose of restraining FE from entering the IW of nanochannels through the threshold effect (meaning that the stacking FE initially at the opening of nanochannels excluded the subsequent FE from entering IW to a great extent) (Fig. 2d, e and S3–S6), differing from the relatively free diffusion in nanochannel within larger channel diameter23,26,27,28,29. Then, the three different FE, including polyacrylic acid (PAA, Mw ~5000) through Van der Waals’ force, poly(ethylene imine) (PEI, Mw ~10,000) through Van der Waals’ force30 and DNA (Mw ~11,000) through Au-thiol interactions22,23 respectively, were attached to the OS of none@OS (Figs. S7 and S8). The as-obtained nanochannel-systems were named as PAA@OS, PEI@OS, and DNA@OS, respectively.
Definitions of FEOS in nanochannel systems
We further defined FEOS in the present nanochannel-system. Frankly, limited by current technologies, we cannot attach FE purely at the OS but not at the IW (Fig. 2f). Therefore, the depth of FE at the IW of the nanochannels was measured to be as much as 180 nm (PAA@OS), 75 nm (PEI@OS), and 23 nm (DNA@OS), using the ToF-SIMS and the scanning electron microscope (SEM)23, which occupied a small part of the total depth of IW (65 μm) as 0.28%, 0.12%, and 0.04%, respectively. (Fig. 2g and S9). Compared to the distribution percentage of FE in the 1st stage through random indraft (≈100%)26,27,29 and in the 2nd stage through Au–S interaction (5–30%)23, the depth of FE occupied a tiny percentage (<0.3%) of the total depth of IW in this work, which could be attributed to the threshold effect during the penetration process of FE. We found that the FE depth at IW decreased with their molar mass that manifested the threshold effect (right figure in Fig. 2g, iv). We, therefore, defined the FEOS in this work (Fig. 2f), consisting of the FE at the OS of Au side and the FE at the IW existing near the opening of the nanochannels (Fig. 2g and S10).
Explicit role of FEOS in regulating-ion-transport
We then investigated the role of FEOS in the regulating-ion-transport in the nanochannel-system using a two-electrode cell with two symmetric Ag/AgCl electrodes and 0.1 M KCl solution (Fig. 3a). The current–voltage (I–V) plots of none@OS is asymmetric (Fig. 3b) owing to the asymmetric structure and surface properties (Figs. S5 and S6), classified as ion-current rectification (ICR) behavior, in which I+2V (current at +2 V) / I−2V (current at −2 V) is defined as ICR ratio (frec)31. After attached FEOS, the frec increased (for PAA@OS and DNA@OS) and the frec decrease lower than 1 with an opposite polarity (for PEI@OS) (Fig. 3f). The variation of ion current above shows a similar trend as the previous reports (FE with distributions in the 1st stage described in Fig. 1)30. This effect was ascribed to the enhancement of negative charge at outer surface from highly negatived PAA rich in hydroxyl in PAA@OS or DNA with phosphodiester skeleton in DNA@OS (Fig. S11), or charge reversal of surface charge for the highly positive PEI@OS rich in amino, leading to the enhancement of ion accumulation and depletion (Fig. S16). In addition, the ion transport of nanochannels with independent FEOS was affected by ion strength (Fig. S13). Therefore, we estimated that the FEOS influenced the ion currents through nanochannel-system above independently.
In the 1st and 2nd stage, the numerical simulations coupled the Poisson–Nernst–Planck (PNP) equations32 among the classical equations with steady state continuity equations were performed for FEIW16,17,21,28,29,30,33. However, the three parameters of FEIW used in equation were unmeasurable, as (1) the depth of FE at IW, (2) the surface charge, and (3) the diameter of the nanochannels after attaching FEIW. Hence, the hypotheses of the above three parameters were generated in the 1st and 2nd stage, which is unavoidable: (1) FE may not completely cover IW, but leaving the blank area of the deep IW hard for FE to reach34. (2) The surface charge of FEIW is substituted by the measurable surface charge of FEOS. Surface charge density is usually different between FEOS and FEIW, due to their different grafting densities22. Sometimes the charge of FEOS and FEIW inversed caused by the local polarization35. (3) The decrement of nanochannel diameter is roughly estimated by subtracting the straighten length of FE (D − 2LSM, where D represent the diameter of nanochannels and LSM represent the straighten length of FE)36. However, the FE are mostly not straight, i.e., single-strand DNA25. The results from the numerical simulations, therefore, deviate from experiments and even have randomness, which indicates that the above hypotheses bring the deviations or even sometimes errors. In our nanochannel-system, we measured (1) the depth of the part of FEOS, (2) the surface charge, and (3) the diameter of nanochannels after attaching FEOS using ToF-SIMS, SSZPA, and AFM37, respectively (Figs. 2g, 3d, 3e and Figs. S11, S12). Both the qualitative and the quantitative variation of ICR behavior from numerical simulations fitted well with the experimental results, which indicated the explicit regulating-ion-transport accomplished in 3rd stage nanochannel-system (Fig. 3f, g).
One of the important features of FE is of versatile physical and chemical properties, nanochannel-system adapt to a broad range of applications spanning from osmotic energy conversion devices15,16,17,33,38 to biosensors26,27,39,40,41. Meanwhile, a nanochannel system combining with electrochemistry in a confined space is now a crucial promising field42,43, which is utilized to dynamically monitor the single molecule44, understand the chemical reaction45, characterize the single particle46, and probe single living cell47, etc. Here, we investigated whether the nanochannel-system in 3rd stage with FEOS explicit regulating-ion-transport could fulfill the applications above or even with special performances to the 1st and 2nd.
Impact from FEOS on osmotic energy conversion devices
The osmotic energy conversion devices were fabricated using nanochannels with only FEOS without FEIW (Fig. 4a–d and Figs. S16–S19)15,16,17. The output power density of nanochannel system with independent FEOS was estimated according to the equation PL = I2/RL, where I is the current across the circuit and RL is the external load resistance (Fig. S21). It was found that (1) output max power density increased with PAA concentration owing to the enhanced ion selectivity (Fig. 4e and Fig. S21); (2) Rchannel was almost unchanged with increase of concentration PAA (Fig. 4e and Fig. S21), where Rchannel was the internal resistance of the nanochannels. For (1), it is easy to understand the selectivity of the cell increased with the negative-charged FEOS (PAA)20. For (2), we speculated the Rchannel did not obviously change with the FEOS. In order to verify our assumptions, two FEOS layer by layer (LbL) assembled on the OS of nanochannels (PAA and PEI sequentially in Fig. 4f–h and Figs. S22–S24; and PEI and PAA sequentially in Figs. S25 and S26)30,48. No distinctly increase of Rchannel was observed during two FEOS sequential assembly at the OS in the 3rd stage (Fig. 4i) owing to the ignored resistance induced by FEOS, while Rchannel increased with the LbL assembly of PAA and PEI at the IW in the 1st and 2nd stages (Fig. S27). The above results demonstrated that the increase of FEOS (with selectivity) enhanced the “output max power density” of osmotic energy conversion devices (3rd stage), without obviously raising Rchannel, which indicated a new conceptual route to design large power density nanochannel-system27,49,50,51.
Impact from FEOS on biosensors
We further demonstrated a sensing strategy employing single-strand DNA probes as FEOS in the nanochannel-systems (3rd stage) (Fig. 5a), for the detection of a broad range of targets including inorganic ions (Hg2+ with 1 pM limit of detection, LoD), small molecules (ATP with 1 pM LoD), proteins (lysozyme with 1 pM LoD), and cancer cells (MCF-7 cells with 400 cells mL−1 LoD) (Fig. 5b, c and Fig. S28). The targets were specifically captured by the designed FEOS as probe and tailored the surface charge of the OS locally, which affect the asymmetry of surface potential in between OS and IW and change the ion transport in form of frec signal. To confirm the sensing mechanism above, we took ATP detection using ssw-DNA as an example. In ssw-DNA structure, one kind of repeating units in ssw-DNA was designed as ATP aptamer, which specifically bonded with ATP and caused the disassembly of ssw-DNA (Fig. 5d–g and Fig. S29). The variation of surface potential under the disassembly of ssw-DNA triggered by different concentration ATP was quantitatively characterized through the electrochemical approaches (Fig. 5h and Fig. S30). The mechanism was also confirmed by the change grafting density of DNA at OS (Fig. S31). The selective detection for ATP was also realized based on surface-charge-response sensing mechanism (Fig. 5h, i). In the 1st and 2nd stage, because probes (as FEIW) were immobilized at the IW, a confined space usually with diameter <100 nm, the targets with a size beyond the diameter of nanochannels can’t sufficiently contact with probe and efficiently recognized. In the 3rd stage, the OS possess the receptive characteristic for probes or targets with the size beyond the diameter of nanochannels. The recognition between probes and targets took place at the OS, which is relatively more free-spaces compared with IW in nanochannels. Here, we realized a nearly “universal” biosensor approach according to the two successful sensing processes: one is the DNA amplifications (ssw-DNA) as the probes, whose diameter is larger than the diameter of the nanochannel-system (some probes is up to 30-fold larger in Fig. 5e–g), and the other is the MCF-7 cells as the targets, whose diameters is about than 2 magnitudes larger than the diameters of the nanochannel-system.
Discussion
In conclusion, we have built a de novo designed “minimalist” nanochannel-system with an explicit regulating-ion-transport feature, which has been achieved using FEOS independently without FEIW. The troubles from the “black box” for the properties of FEIW in the 1st and 2nd stage are well avoided without using FEIW, meanwhile the other “black box”, the role of FEOS on regulating-ion-transport, are further demonstrated from the “coadjutant” of FEIW in the 2nd stage to the “monodrama” in the 3rd stage. The use of independent FEOS is a new attempt to separate the enrichment, screening, and recognition process taking place at OS from the ion transport process taking place at IW within a confined space at the nanoscale. Furthermore, utilization of independent FEOS under a less restricted environment than FEIW will endow nanochannel-systems with (1) more measurable properties, such as hydrophobicity (the contact angle measurement is available for FEOS, which is hardly achieved for FEIW in nanoscale confined space) (Fig. S32), (2) more characteristic technologies, such as X-ray photoelectron spectroscopy (XPS), ion microprobe mass analysis (IMMA) (the detection on FEIW requiring for destructive treatment, such as ion thinning, but not necessary for FEOS), (3) more new performances limited to diffusions in nanochannels previously, such as reusage of FE (Fig. S33), rapid responses to targets (Fig. S34). The FEOS in 3rd stage like “ignition system” trigger the regulatable substrate transports through nanochannels and the abroad application space of nanochannel-systems.
Methods
Materials
Poly (acrylic acid) (PAA, MW ~5000) was purchased from Ryon Biological Technology (Shanghai, China). Polyethyleneimine (PEI, MW ~10,000) was purchased from Damas-beta. Tris (hydroxymethyl) aminomethane (Tris) was purchased from Alfa Aesar. KCl, NaCl, and MgCl2 were obtained from Aladdin reagent (Shanghai, China). Adenosine 5′-triphosphate (ATP) disodium salt solution, uridine Triphosphate (UTP), cytidine triphosphate (CTP) and guanosine triphosphate (GTP) were purchased from Sigma-Aldrich. HeLa and PC3 cells were obtained from Chinese Center for Typical Culture Collection (Wuhan, China) and cultured in DMEM (Gibco) supplemented with 10% (v/v) fetal bovine serum (FBS), 2 mg/mL NaHCO3, and 100 U/mL antibiotics 15 (penicillin-streptomycin). MCF-7 cells were purchased from KeyGEN Biotech Co. Ltd. (Nanjing, China) and cultured in RPMI-1640 (Gibco) supplemented with 10% FBS, 2 mg/mL NaHCO3, and 100 U/mL antibiotics (penicillin–streptomycin) at 37 °C in a humidified 5% CO2 atmosphere. AAO membranes were purchased from Pu-Yuan Nano Technology Co. Ltd. (Hefei, China). The thickness of AAO membrane is 65 μm. All solutions were prepared using Millipore Milli-Q water (18 MΩ cm). All oligonucleotides are synthesized and purified by Sango Biotech Co. Ltd, (Shanghai, China). The sequences are shown in Tables S2 and S3.
Fabrication of nanochannel systems
Preparation of none@OS. A physical vapor deposition (PVD) method was employed using AE Nexdap PVD platform (Angstrom Engineering Inc.) to prepare nanochannels with independent OS22,23. Two kinds of depositing materials as Au and Cr were used. To enhance the stability of Au, one layer of Cr with a thickness of 10 nm was first deposited at the one side of AAO. The Au was followed deposited at the same side of Cr layer. The circular targets were approximately parallel to the AAO membranes, ensuring the deposition direction perpendicular to the membranes. The deposition was taken by the successive deposition without replacing the target materials or releasing vacuum. The successive deposition ensured no secondary pollution at the first deposited layer. The low depositing speed of Au was applied as 0.1 nm s−1 and the time was 2000 s. The depositing speed was calibrated by the deposited thickness on the surface of the flat silicon wafer at nanometer level. The as-synthesized sample was named none@OS.
Preparation of PAA@OS, PEI@OS, and DNA@OS. Aqueous solution including PAA or PEI with different concentrations was prepared. Before attaching PAA or PEI, the Au-coated OS in none@OS was treated by Ar plasma for 60 s to remove impurities. Then, the PAA solution or the PEI solution was dip-coated at the OS. The dip-coating continued for 2 min. Then the sample was washed throughout by water, and dried under N2 gas. The sample was named PAA@OS and PEI@OS, respectively. Thiol-modified DNA was attached at the OS of none@OS using similar dip-coating method. The reaction time continued for 60 min and the ample was named DNA@OS. The as-prepared samples were then applied for further measurement and characterizations.
LbL self-assembly of charged polyelectrolyte. For LbL self-assembly of PAA and PEI on the outer surface of AAO/Au nanochannels, the process was described as follows: an aqueous solution containing PAA (1 mM) was firstly spread onto at the OS of none@OS for the adsorption of PAA polyelectrolyte, and the modification time was 2 min. After the adsorption of first layer of PAA, the solution of PEI was then spread on the same side of none@OS. Subsequently, other alternative layers of PAA/PEI were also electrostatically deposited on the OS of none@OS using the same procedure.
Assembly and disassembly of ssw-DNA. The DNA supersandwich structure (ssw-DNA) was prepared by mixing the thiol-modified cp-DNA solution (1 μM) into the mixture of equimolar P1 and P2 (1 μM) for 1 h. Then the solution containing ssw-DNA was dropped onto the OS of none@OS, and the reaction time was 60 min, named ssw-DNA@OS. The disassembly of ssw-DNA was achieved by treating the ssw-DNA@OS with different concentrations of ATP (1 nM–1 μM) for 60 min.
Detection of Hg2+, ATP, lysozyme, and MCF-7 cells
The aptamer solution (1 μM) for different targets were dropped onto the OS of none@OS at room temperature for 60 min. After that, 6-mercapto-1-hexanol (MCH, 100 nM) was added onto the OS for 60 min to prevent nonspecific adsorption. Subsequently, the aptamer modified nanochannels was treatment by the suspension containing various targets. The treatment time was 60 min. After the interaction, the sample was washed by buffer to remove the nonspecifically adsorbed targets. And then the as-treated samples were then applied for characterizations.
Cells were first cultured in flasks with Dubelcco’s Modified Eagle’s Medium (DMEM) at 37 °C under 5% CO2 in the cell incubator followed by centrifuging at 600 × g for 5 min, and re-dispersed in PBS (10 mM, pH 7.4) with a density of 5 × 105 cells mL−1. A certain amount of cells suspension reacted with aptamer modified nanochannels for 60 min. After cells capture, the sample was washed by PBS buffer to remove the nonspecifically adsorbed cells. And then the as-prepared membranes were then applied for characterizations.
Characterization
SEM images and EDX analyses were taken with a field-emission scanning electron microscope (SU8010, Hitachi, Japan) equipped with Energy Dispersive Xray spectroscopy (EDS, BRUKER AXS, Germany). All samples were coated with carbon (5 nm) prior to SEM examinations. Secondary ion mass spectra of as-prepared samples were characterized by ToF-SIMS V (IONTOF, GmbH). A Bi liquid metal primary ion source was applied with an angle of 45° relative to the sample surface with a pulsed Bi3++ primary ion beam of 30 keV and shave off fresh 60 µm × 60 µm areas for each analysis. The ToF analyzer was installed at an angle of 90° to the sample surface. Negative secondary ion spectra were collected. Mass calibration was carried out using standard procedures (mass resolving power >5000). The properties of OS of nanochannel system were characterized by an atomic force microscope (Multimode 8, Burke). The determination of OS’s surface zeta potential of nanochannel system were carried out by using SSZPA (SurPASS, Anton Paar Ltd., Austria). The pH dependence of the zeta potential and the isoelectric point (IEP) were obtained in a 0.1 M potassium chloride at the same electrical conductivity. The fluorescent measurement of nanochannel functionalized with fluorescent-dyed DNA at OS were performed by using laser scanning confocal microscope (LSM 880 confocal microscopy, Carl Zeiss) equipped with a FemtoSecond Laser (Coherent Inc.) The fluorescent-dyed membranes were placed at cover glass filling with water (around 1 cm2 membrane with 20 μL water). For the analysis of assembly and dissembly process of ssw-DNA, the mixture was analyzed and observed using native PAGE gel. The gel was run in 16% acrylamide (containing 19/1 acrylamide/bisacrylamide) solution with 1× TBE buffer, at 100 V constant voltage for 1.5 h. The gel was directly imaged or stained with GelRed (Biotium) for 20 min to image the DNA position by using Tanon imaging system (Tanon 5200 Multi). The water contact angle measurements were operated on a DSA100 contact angle analyzer at ambient temperature and around 30% humidity. A drop of water (5.0 µL) was dropped onto the surfaces of nanochannel membranes.
The surface charge density for the OS with ssw-DNA grafting. The surface charge density with ssw-DNA grafting were tested using the system described in Fig. S28 and calculated based on the following equation52:
where n is electron transfer number, F is the Faraday constant, A is the electrode area (cm2), D0 is the diffusion coefficient (cm2 s−1), C0 is the bulk concentration (mol cm−2), Qdl is the capacitive charge (C), and nFAΓ0 is the charge from the reduction of Γ0 (mol cm−2) of adsorbed redox marker.
The samples were mounted in between the two halves of a homemade electrochemical cell, which contains 1.0 mL KCl solution in each cell. I–V plots were recorded by an electrochemical workstation (CHI, ShangHai) and Keithley 6487 picoammeter (Keithley Instruments, Cleveland, OH). Two Ag/AgCl electrodes were used to apply the potential. The working electrode was placed on the Au side and the reference electrode on the AAO side if not particularly mentioned. The effective area of the membrane for ion conduction test is about 7 mm2. All measurements were performed at room temperature, and each test was repeated for five times. Five membranes at least were used to obtain average values. To study the ionic rectification properties, a scanning voltage from −2.0 to 2.0 V was applied across the membrane. The ion concentration on the Au side and the AAO side was kept equal (0.1 M KCl, pH 7.0), if not specially mentioned. To study the energy conversion properties53 a salt gradient was designed, where the concentration of the solution on the Au side is higher than that on the AAO side if not particularly mentioned.
Numerical simulations
The ionic rectification phenomenon was theoretically investigated using a commercial finite-element software package COMSOL Multiphysics54,55.
Here, Eq. (2) is the Nernst–Planck equation that descripts the transport properties of a charge nanochannel and Eq. (3) is the Poisson equation that descripts the relationship between the electric potential and ion concentration in the nanochannels. The model is generally simplified using steady-state conditions (Eq. (4)). The electroosmotic flow was neglected in this work. The coupled Eqs. (2–4) can be solved utilizing appropriate boundary conditions (Eqs. 4, 6 and Table S4). The solution yields the concentration field ci for all species and the potential φ distributions in the nanochannels.
The total ionic current through the nanochannel can be calculated:
The formula above was used for numerical simulations of the effect from FEOS on the ion transport through nanochannel, where i refer to cation (K+) and anion (Cl−) and Ji refers to ionic flux16. When the properties of electrolyte are set, the invariants include: Di as the diffusion coefficient, ci as the concentration of K+ and Cl−, zi as the valence of K+ and Cl−, T as the thermodynamic temperature. Meanwhile, in this formula, the constants include: F as the Faraday’s constant and R as the ideal gas constant. As a result, two variables remain: ∇ci describes the concentration gradient of ion along nanochannels under external electric field and ∇φ describes the electrical potential gradient along nanochannels, in which the φ is valued by the surface charge density (σ) of the FEOS and the nanochannels (measured by SSZPA, Fig. 3d) (1). The ∇ci and the ∇φ are calculated by integrating the ci of electrolyte and φ over the cross-section area (ds). The integration of ds is valued by the diameter of nanochannels (measured by AFM, Fig. 3e) (2), and the depth of FE at IW (measured by ToF-SIMS, Fig. 2g) (3).
Data availability
The data that support the plots within this paper and other finding of this study are available from the corresponding author upon reasonable request.
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Acknowledgements
This work is supported by the National Natural Science Foundation of China (22090050, 21974126, 21874121, and 51803194). This research is supported by the Hubei Provincial Natural Science Foundation of China (2020CFA037), Zhejiang Provincial Natural Science Foundation of China under Grant No. LY19B030001 and LD21B050001. The project is supported by the Open-end Funds from Engineering Research Center of Nano-Geomaterials of Ministry of Education (NGM2019KF013) and the Fundamental Research Funds for National Universities, China University of Geosciences (Wuhan). This research work was supported by the Open Funds of the State Key Laboratory of Electroanalytical Chemistry (SKLEAC202003) and the National Key Research and Development Program of China (2018YFE0206900).
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F.X. directed the project. P.G. conceived and designed the experiments. Q.M. fabricated devices, performed measurements and carried out data analysis with help from Y.L., R.W., H.X., and Q. D. carried out the numerical simulations. P.G., Q.M., and F.X. wrote the manuscript. All authors contributed to discussions.
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Ma, Q., Li, Y., Wang, R. et al. Towards explicit regulating-ion-transport: nanochannels with only function-elements at outer-surface. Nat Commun 12, 1573 (2021). https://doi.org/10.1038/s41467-021-21507-7
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DOI: https://doi.org/10.1038/s41467-021-21507-7
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