Joonas J. Heikkinen’s research while affiliated with Aalto University and other places


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Publications (11)


Fig. 1. Inkjet-printed silver lines on thiol-ene substrate (a) Schematic fabrication of rough thiol-ene substrate. (b) Direct inkjet printing of silver nanoparticle ink on rough thiol-ene substrate. (c) Sintering of the nanoparticles with infrared (IR).
Fig. 2. Images of inkjet-printed silver lines. (a) Microscope image of an electrode printed on smooth thiol-ene substrate shows Ag is prone to cracks (black lines). (b) SEM image of printed electrode with 15-µm droplet spacing on a rough thiol-ene substrate. (c) The smallest electrodes with 30-µm droplet spacing on EIS chip with 100-µm electrode-width.
Fig. 3. Optical micrographs of printed electrodes on top of different thiol-ene compositions visualizing the change in the physical appearance of the printed line on top of substrates prepared on substrates with different off-stoichiometric ratios of thiol and allyl monomers. The substrate is (a) 5% allyl excess, (b) stoichiometric, (c) 5% thiol excess, (d) 7% thiol excess, (e) 10% thiol excess, and (f) 30% thiol excess. The scalebar in (a) applies to all images. The nominal width of the electrode was 300 µm on all compositions.
Fig. 5. Printed electrodes for EIS. (a) Schematic cross-section of the EIS chip with glued glasschamber enclosing sintered Ag-electrodes on top of rough thiol-ene. (b) EIS chip designs with the glued glass chambers. Dimensions in the middle indicate electrode width; (c) layout of the 100 µm design, where black lines show the programmed places for droplets, and blue circles illustrate final droplet spreading on the substrate. One droplet highlighted as red; and (d) microscope image of the 100 µm design. J o u r n a l P r e -p r o o f
Fig. 7. Micrographs of 3T3 cells grown (36 h) on silver electrodes printed on stoichiometric thiolene. (a)-(d) show the same spot and the same scale bar applies to all of them. (e)-(h) show the same spot with the same scale bar applying to all of them. The micrographs (a)-(d) are taken with an inverted epifluorescence microscope and thus the electrodes block the light path and appear as black lines. The micrographs (e)-(h) are taken with an upright epifluorescence microscope and thus show the cells grown on the electrodes. (a),(e) Bright-field micrographs. (b)-(d), (f)-(h) Fluoresence micrographs of cells stained with (b),(f) Hoechst 33342 (all nuclei); (c),(g) Calcein AM (viable cells); and (d),(h) propidium iodide (dead cells).
Inkjet-printed flexible silver electrodes on thiol-enes
  • Article
  • Full-text available

March 2021

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156 Reads

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10 Citations

Sensors and Actuators B Chemical

Eero Kuusisto

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Joonas J. Heikkinen

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Flexible and conductive silver electrodes were fabricated by inkjet printing on several different compositions of thiol-ene polymers. Conductive electrodes with resistivity down to 30 µΩcm and good adhesion of the electrodes were obtained by optimizing the printing parameters. The maximum printing resolution was 100 µm lines and 80 µm gaps between the lines. Printing on top of cross-linked off-stoichiometric thiol-ene polymer was tested for compositions ranging from 30 % thiol excess to 5 % allyl (‘ene’) excess. The roughness off the thiol-ene surfaces was shown to greatly improve the quality of the printed electodes: consistently high yield of conductive electrodes was obtained on rough surfaces (roughness ≈ 1 µm), whereas on smooth surfaces the electrodes were often cracked. The lowest resistivity values were obtained on electrodes printed on near stoichiometric thiol-ene substrates. The conductivity of the electrodes was retained after 5 % linear strain and after repeated bending with 1 mm radius of curvature, showing the potential for flexible sensors. The electrodes were also applied to electrical impedance-based monitoring of cell growth on thiol-ene surfaces, which showcased that the electrodes survive stressed cell culture conditions for at least 36 h.

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Figure 1. Structure of nC films: (a) schematic showing the sp 2 and sp 3 domains; (b) scanning electron micrograph picture showing the carbon thin film on top of silicon substrate, scale bar 1 μm; (c) micro Raman spectrum showing characteristic peaks; (d) line scan of 50 µm showing spatial distribution of G and D peaks; (e) AFM surface scan over 4 µm 2 area.
Figure 2. Growth of hippocampal neurons and expression of KCC2 on glass or nC substrates: (a) anti-MAP2 (green) and anti-GFAP (red) immunostaining, scale bar 50 μm; (b) number of NeuN-positive cells in cultures grown on glass or nC substrates (mean values, error bars represent SEM; 3 independent cultures, n = 35 glass and 41 nC fields of view); (c) number of NeuN-negative cells (mean values, error bars represent SEM; 3 independent cultures, n = 35 glass and 41 nC fields of view); (d) morphology of cultured neurons at DIV 7 (scale bar 20 μm) and Sholl analysis of dendritic arborisation, K-regression coefficient corresponding to the rate of dendritic arborization decay over the distance from neuron soma (*P = 0.045, Mann-Whitney test n = 21 glass and 25 nC); (e) anti-KCC2 (green) and anti-NeuN (red) immunostaining, scale bar 50 μm; (f) quantification of KCC2 expression in neurons grown on glass or nC substrates (mean values, error bars represent SEM; 3 independent cultures, n = 34 control and 39 carbon fields of view).
Figure 3. Recordings of intracellular calcium oscillations: (a) neuronal cultures loaded with calcium indicator Fluo-4, scale bar 50 μm; (b) representative traces of intracellular calcium fluctuations, activity peaks are marked with asterisks; (c) representative raster plots of the neuronal activity in the field, individual calcium peaks are marked as dots plotted vs time (X-axis) and vs cell serial number (Y-axis); (d) intervals between calcium peaks in neurons grown on nC or glass substrates (mean values, error bars represent SEM; 3 independent cultures; at DIV 1: glass n = 105, nC n = 31; at DIV 3 glass n = 208, nC n = 502; at DIV 7 glass n = 540, nC n = 1601 events, ***p < 0.0001, two-way ANOVA with Bonferroni post-hoc test).
Figure 4. Intracellular calcium oscillations in DIV 1 neurons after application of activity blockers: (a) representative traces of intracellular calcium fluctuations in the presence of TTX or the blocker cocktail; (b) relative number of active cells in DIV 1 cultures grown on nC substrate, control vs. TTX (individual values are plotted as open circles, mean value is plotted as the horizontal line, error bars represent SEM), the number of active cells in sister cultures grown on glass is set to 1 and marked with the dashed line (control: 7 independent cultures, n = 21 individual coverslips; TTX: 3 independent cultures, n = 7 individual coverslips, *p = 0.018, **p = 0.0065, one-sample t-test); (c) intervals between calcium peaks in DIV 1 neurons grown on nC or glass substrates and recorded in the presence of TTX (mean values, error bars represent SEM; 3 independent cultures; glass n = 292, nC n = 59; n/s: p > 0.9 when compared to same-substrate cultures recorded without TTX (Fig. 3d), two-way ANOVA with Bonferroni post-hoc test); (d) mean power spectral density curves of neuronal activity frequencies before and after the blockers application (3 independent cultures; glass + TTX n = 47, nC + TTX n = 40, glass + blockers n = 14, nC + blockers n = 46 cells recorded).
Novel carbon film induces precocious calcium oscillation to promote neuronal cell maturation

October 2020

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282 Reads

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2 Citations

Scientific Reports

Different types of carbon materials are biocompatible with neural cells and can promote maturation. The mechanism of this effect is not clear. Here we have tested the capacity of a carbon material composed of amorphous sp 3 carbon backbone, embedded with a percolating network of sp 2 carbon domains to sustain neuronal cultures. We found that cortical neurons survive and develop faster on this novel carbon material. After 3 days in culture, there is a precocious increase in the frequency of neuronal activity and in the expression of maturation marker KCC2 on carbon films as compared to a commonly used glass surface. Accelerated development is accompanied by a dramatic increase in neuronal dendrite arborization. The mechanism for the precocious maturation involves the activation of intracellular calcium oscillations by the carbon material already after 1 day in culture. Carbon-induced oscillations are independent of network activity and reflect intrinsic spontaneous activation of developing neurons. Thus, these results reveal a novel mechanism for carbon material-induced neuronal survival and maturation.


Figure 1: Fabrication of different electrodes from left to right: ta-C, PyC, nanograss-ta-C and nanograssPyC. 341x130mm (300 x 300 DPI)
Figure 3: Atomic force microscopy image of (A) ta-C, (B) PyC and (C, D) nanograss-PyC.
Figure 4: Near-edge X-ray absorption fine structure of carbon 1s and oxygen 1s edges of ta-C and PyC with and without the nanograss structure. 148x111mm (300 x 300 DPI)
Figure 5: Near-edge X-ray absorption fine structure of carbon 1s and oxygen 1s edges of ta-C and PyC with a computational fit. 148x111mm (300 x 300 DPI)
Biofouling affects the redox kinetics of outer and inner sphere probes on carbon surfaces drastically differently - implications to biosensing

July 2020

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133 Reads

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13 Citations

Physical Chemistry Chemical Physics

Biofouling imposes a significant threat for sensing probes used in vivo. Antifouling strategies commonly utilize a protective layer on top the electrode but this may compromise performance of the electrode....



Fabrication of Micro- and Nanopillars from Pyrolytic Carbon and Tetrahedral Amorphous Carbon

July 2019

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508 Reads

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14 Citations

Micromachines

Pattern formation of pyrolyzed carbon (PyC) and tetrahedral amorphous carbon (ta-C) thin films were investigated at micro- and nanoscale. Micro- and nanopillars were fabricated from both materials, and their biocompatibility was studied with cell viability tests. Carbon materials are known to be very challenging to pattern. Here we demonstrate two approaches to create biocompatible carbon features. The microtopographies were 2 μ m or 20 μ m pillars (1:1 aspect ratio) with three different pillar layouts (square-grid, hexa-grid, or random-grid orientation). The nanoscale topography consisted of random nanopillars fabricated by maskless anisotropic etching. The PyC structures were fabricated with photolithography and embossing techniques in SU-8 photopolymer which was pyrolyzed in an inert atmosphere. The ta-C is a thin film coating, and the structures for it were fabricated on silicon substrates. Despite different fabrication methods, both materials were formed into comparable micro- and nanostructures. Mouse neural stem cells were cultured on the samples (without any coatings) and their viability was evaluated with colorimetric viability assay. All samples expressed good biocompatibility, but the topography has only a minor effect on viability. Two μ m pillars in ta-C shows increased cell count and aggregation compared to planar ta-C reference sample. The presented materials and fabrication techniques are well suited for applications that require carbon chemistry and benefit from large surface area and topography, such as electrophysiological and -chemical sensors for in vivo and in vitro measurements.


Table 1 . Compositions of Two Investigated Solutions from an Industrial Hydrometallurgical Plant a Solution #1
Platinum Recovery from Industrial Process Solutions by Electrodeposition–Redox Replacement

September 2018

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400 Reads

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35 Citations

ACS Sustainable Chemistry & Engineering

In the current study, platinum - present as a negligible component (below 1 ppb, the detection limit of the HR-ICP-MS at the dilutions used) in real industrial hydrometallurgical process solutions was recovered by an electrodeposition − redox replacement (EDRR) method on pyrolysed carbon (PyC) electrode, a method not earlier applied to metal recovery. The recovery parameters of the EDRR process were initially investigated using a synthetic nickel electrolyte solution ([Ni] = 60 g/L, [Ag] = 10 ppm, [Pt] = 20 ppm, [H2SO4] = 10 g/L) and the results demonstrated an extraordinary increase of 3·10⁵ in the [Pt]/[Ni] on the electrode surface cf. synthetic solution. EDRR recovery of platinum on PyC was also tested with two real industrial process solutions that contained a complex multi-metal solution matrix: Ni as the major component (>140 g/L) and very low contents of Pt, Pd and Ag (i.e. <1 ppb, 117 ppb and 4 ppb, respectively). The selectivity of Pt recovery by EDRR on the PyC electrode was found to be significant – nanoparticles deposited on the electrode surface comprised on average of 90 wt-% platinum and a [Pt]/[Ni] enrichment ratio of 10¹¹ compared to the industrial hydrometallurgical solution. Furthermore, other precious metallic elements like Pd and Ag could also be enriched on the PyC electrode surface using the same methodology. This paper demonstrates a remarkable advance-ment in the recovery of trace amounts of platinum from real industrial solutions that are not currently considered as a source of Pt metal.


Fig. 1. Raman spectra from nanocarbon thin films (a) Spectra with labeled fitted peaks. (b) Line scan from nC showing a spatial variation in sp ⁠ 2 content.
Fig. 2. MEA recording at DIV8 detected spontaneous network activity from different regions of hippocampus. Periods of single spiking as well as hypersynchronous patterns were detected (left). Tetrodotoxin (TTX) addition blocked all detected activity (right).
Fig. 3. (a) The nC MEA is 5×5 cm ⁠ 2
Table 3 Different MEA chip array materials and their reference wire electrical resistance. Two MED64 MEAs are commercial products (MED-P515A), other MEAs are fabricated in this research.
Fig. 4. Survival and electrophysiological activity in cultured hippocampal slices on Metal-nC 3 (A, C, E, G) and P515A MEAs (B, D, F, H). (A and B) Bright field images from DIV8 slices. Scale bar 450 μm. (C and D) PI staining from 11DIV slices. (E and F) Spontaneous, synchronous bursts of electrical activity recorded from CA1 and CA3 of DIV8 slices. (G and H) Quiet period from the recording to show the baseline and calculate the RMS noise level. (I) Power spectra from activity recorded in CA3.
Plasma etched carbon microelectrode arrays for bioelectrical measurements

September 2018

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379 Reads

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3 Citations

Diamond and Related Materials

Carbon-based materials have attracted much attention in biological applications like interfacing electrodes with neurons and cell growth platforms due to their natural biocompatibility and tailorable material properties. Here we have fabricated sputtered carbon thin film electrodes for bioelectrical measurements. Reactive ion etching (RIE) recipes were optimized with Taguchi method to etch the close field unbalanced magnetron sputtered carbon thin film (nanocarbon, nC) consisting of nanoscale crystalline sp²-domains in amorphous sp³-bonded backbone. Plasma etching processes used gas mixtures of Ar/O2/SF6/CHF3 for RIE and O2/SF6 for ICP-RIE. The highest achieved etch rate for nanocarbon was ≫389 nm/min and best chromium etch mask selectivity was 135:1. Biocompatibility of the material was tested with rat neuronal cultures. Next, we fabricated multielectrode arrays (MEA) with carbon recording electrodes and metal wiring. Organotypic brain slices grown on the MEAs were viable and showed characteristic spontaneous electrical network activity. The results demonstrate that interactions with nanocarbon substrate support neuronal survival and maturation of functional neuronal networks. Thus the material can have wide applications in biomedical research.



SU-8 Based Pyrolytic Carbon for the Electrochemical Detection of Dopamine

November 2017

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864 Reads

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33 Citations

Journal of Materials Chemistry B

Here we investigated electrochemical properties and dopamine (DA) detection capability of SU-8 photoresist based pyrolytic carbon (PyC) as well as its biocompatibility with neural cells. This approach is compatible with microfabrication techniques which is crucial for device development. X-ray photoelectron spectroscopy shows that PyC consists 98.5% of carbon, while oxygen plasma treatment (PyC-O2) increases the amount of oxygen up to 27.1%. PyC showed nearly reversible (∆Ep 63 mV) electron transfer kinetics towards outer sphere redox probe (Ru(NH3)6 2+/3+), while the reaction on PyC-O2 was quasi-reversible (∆Ep >75 mV). DA showed both diffusion and adsorption-defined reaction kinetics with fast electron transfer with ∆Ep of 50 mV and 30 mV, for PyC and PyC-O2 respectively. The strong interaction between the hydroxyl groups on the surface and DA, as confirmed by simulations, facilitates the redox reactions of DA. DA showed linear response in the measured physiologically relevant range (50 nM – 1 µM) and sensitivities were 1.2 A M-1 cm-2 for PyC and 2.7 A M-1 cm-2 for PyC-O2. Plasma oxidation (PyC-O2) improved cell adhesion even more than poly-l-lysine (PLL) coating on PyC, but best adhesion was achieved on PLL coated PyC-O2. Glial cells, neuroblastoma cells and neural stem cells all showed similar behavior.


Axonal Kainate Receptors Modulate the Strength of Efferent Connectivity by Regulating Presynaptic Differentiation

January 2016

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197 Reads

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28 Citations

Frontiers in Cellular Neuroscience

Kainate type of glutamate receptors (KARs) are highly expressed during early brain development and may influence refinement of the circuitry, via modulating synaptic transmission and plasticity. KARs are also localized to axons, however, their exact roles in regulating presynaptic processes remain controversial. Here, we have used a microfluidic chamber system allowing specific manipulation of KARs in presynaptic neurons to study their functions in synaptic development and function in vitro. Silencing expression of endogenous KARs resulted in lower density of synaptophysin immunopositive puncta in microfluidically isolated axons. Various recombinant KAR subunits and pharmacological compounds were used to dissect the mechanisms behind this effect. The calcium permeable (Q) variants of the low-affinity (GluK1–3) subunits robustly increased synaptophysin puncta in axons in a manner that was dependent on receptor activity and PKA and PKC dependent signaling. Further, an associated increase in the mean active zone length was observed in electron micrographs. Selective presynaptic expression of these subunits resulted in higher success rate of evoked EPSCs consistent with higher probability of glutamate release. In contrast, the calcium-impermeable (R) variant of GluK1 or the high-affinity subunits (GluK4,5) had no effect on synaptic density or transmission efficacy. These data suggest that calcium permeable axonal KARs promote efferent connectivity by increasing the density of functional presynaptic release sites.


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Citations (10)


... Figure 4 depicts the advantages and disadvantages of different conductive materials [28][29][30]. Notably, metal and carbon based are more commonly used for producing flexible electronic devices [31]. However, among the metal-based conductive materials, silver nanoparticles (AgNPs) represent the dominate choice for printed electronics due to its salient features, including high resistance to oxidation, desirable electrical conductivity, and suitable physical properties [32]. ...

Reference:

Review on solvent- and surfactant-assisted water-based conductive inks for printed flexible electronics applications
Inkjet-printed flexible silver electrodes on thiol-enes

Sensors and Actuators B Chemical

... Carbon nanotubes and films have been reported to cause changes in intracellular Ca ion dynamics in neuronal cells and astrocytes (Jakubek et al., 2009;Ludwig et al., 2020). The effect of ssw-CNT incubation on the intrinsic activity of individual neurons was studied by quantification of Ca 2+ transients associated with Ca ions influx linked increase in Ca fluorescence due to opening of membrane voltage gated Ca channels during action potential were temporally correlated with bursts of action potentials recorded electrophysiologically in a previous study (Bacci et al., 1999). ...

Novel carbon film induces precocious calcium oscillation to promote neuronal cell maturation

Scientific Reports

... At present, ta-C film electrodes have been employed to detect heavy metals (Pb 2+ , Hg 2+ ) [3,4], isatin [5], morphine [6], dopamine [7,8] and glucose [9]. However, high resistance and insufficient electrochemical activity hinder the performance of ta-C film electrode [10,11]. ...

Biofouling affects the redox kinetics of outer and inner sphere probes on carbon surfaces drastically differently - implications to biosensing

Physical Chemistry Chemical Physics

... The conductivity of graphitic films is about two or three orders of magnitude lower than the metal ones [23] however they have not been explored yet. Moreover, advantages of graphitic films include, but are not limited to chemical robustness, low density, ability to fabricate free-standing 3D structures [24] and ability to tune the conductivity in a wide range via the growth parameters. These features make graphitic films a good choice as an absorber material to increase the microbolometer sensitivity [25]. ...

Fabrication and design rules of three dimensional pyrolytic carbon suspended microstructures
  • Citing Article
  • June 2020

Journal of Micromechanics and Microengineering

... Nanowires or nanopillars on various materials offers the various functionalities such as superhydrophobicity [1], anti-reflection [2], thermal transport [3], sensitivity [4], etc. Various methods have been adopted to fabricate the nanopillars such as mould fabrication by the process of lithography [5], deposition [6], FIB [7] , RIE [8] and AAO membrane [9] and using it subsequently for patterning the structures of mould on large area, NIL [10] or embossing methods [11] are mostly used. Alumina membrane have ordered parallel pores where diameter and depth of the pores can be easily controlled but proved to be very delicate, brittle and hard to handle [12]. ...

Fabrication of Micro- and Nanopillars from Pyrolytic Carbon and Tetrahedral Amorphous Carbon

Micromachines

... Microelectrode arrays (MEAs) have been used for correlating biological activities with electrical signals [7] and measuring the electrochemical response from biomolecules or organic analytes [8]. The MEA can be used to sense analytes present in a solution with the possibility of designing highly sensitive and reliable biosensors. ...

Plasma etched carbon microelectrode arrays for bioelectrical measurements

Diamond and Related Materials

... Another high-valuable metal susceptible to recovery by electrodeposition is Pt; a high demanded material in the automotive industry for the manufacture of catalytic converters (Cui et al., 2023). In a study by Halli et al. (2018), low levels of Pt and other metals (Ni, Pd, and Ag) were recovered from hydrometallurgical solutions by using an electrodeposition-redox replacement process. The authors reported the recovery of precious metals from an effluent in concentrations below ppb. ...

Platinum Recovery from Industrial Process Solutions by Electrodeposition–Redox Replacement

ACS Sustainable Chemistry & Engineering

... The strategy of combining photolithography to define photoresist precursors structures with subsequent pyrolysis allows a large degree of patterning and design freedom for fabrication of pyrolytic carbon structures at the microscale. This in turn enables its use in a wide variety of applications such as electrochemical energy storage [19] and conversion [20] as well as sensing and biosensing [11], [21], [22]. Interdigitated microelectrodes (IDME) are a well-established electrode format in electrochemistry consisting of two terminals with electrically separated interspersed fingers usually having dimensions in the microscale. ...

SU-8 Based Pyrolytic Carbon for the Electrochemical Detection of Dopamine

Journal of Materials Chemistry B

... KAs play various roles in the central nervous system, primarily categorized into presynaptic and postsynaptic effects (Negrete-Díaz et al., 2022). Presynaptically, KAs can modulate neurotransmitter release by regulating calcium ion permeability and inhibiting voltagedependent potassium channels upon activation (Sakha et al., 2016). The modulation pattern depends on the combination of different KA subunits. ...

Axonal Kainate Receptors Modulate the Strength of Efferent Connectivity by Regulating Presynaptic Differentiation

Frontiers in Cellular Neuroscience

... The microfluidic chip consisting of detachable and resealable layers permit multiple operational mode in time of cell culture, fluidic isolation for selected transfection and low-angle electrode recording access [102]. Such a flexible technique can bring usefulness to functional studies related to specific expression, such as optogenetic tools in presynaptic neurons. ...

Asymmetric Genetic Manipulation and Patch Clamp Recording of Neurons in a Microfluidic Chip
  • Citing Article
  • March 2015

Neuromethods