US20170145481A1 - Capacitive feedback (transimpedance) amplifier for use with nanopore detection and sequencing device - Google Patents
Capacitive feedback (transimpedance) amplifier for use with nanopore detection and sequencing device Download PDFInfo
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Definitions
- the presently disclosed subject matter is directed towards high density multiplex nanopore sensing, for use in, for example, high-throughput sequencing.
- Nanopore sequencing technology allows one to measure the ionic current generated by a molecule moving across the nanopores thereby identifying the molecule.
- An ionic current is a current generated by the flow of ions.
- nanopore sequencing enables sequencing individual nucleotide bases.
- Nanopore sequencing technology can also be applied to a polynucleotide or a polypeptide. Examples of polynucleotides includes, but not limited to, a double-stranded DNA, single stranded DNA, double-stranded RNA, single-stranded RNA, or DNA-RNA hybrid.
- DNA bases from a DNA strand can be sequenced with the nanopore sequencing without any modification to that strand.
- the nanopore channels can be fabricated either by inserting a protein channel into a lipid membrane or by fabricating “solid-state” nanopores in a semiconductor substrate such as silicon or silicon nitride. Based on modern semiconductor fabrication technology, solid-state nanopores can enable DNA sensing at relatively low cost.
- Nanopore sequencing is based on the use of nanopore sensors.
- a nanopore sensor has two chambers, referred to as a cis and a trans chamber that are connected by a very small channel called a nanopore.
- a voltage is induced across the sensor.
- the chambers are filled with a buffered ionic conducting solution (e.g. KCl, CaCl2, NaCl etc.).
- the conducting solution and the applied voltage create an ionic current.
- Negatively charged DNA in the cis chamber starts moving towards the trans side.
- the ionic current which is in the range of tens to hundreds of picoAmperes, is modulated by the DNA bases.
- the DNA base modulated current can be sensed and analyzed to implement an electrical DNA sequencing method.
- Nanopore sequencing currents are in the tens to hundreds of picoAmperes, and therefore practical, commercial nanopore sequencing systems require very low noise at very high gains. More cost-effective and space-effective designs are desirable.
- Submicron CMOS technology makes it theoretically possible to miniaturize multiple nanopore measuring instrumentation by making it on a semiconductor substrate.
- Patch clamp amplifiers usually take the form of differential op-amp transimpedance amplifiers that use either resistive or capacitive feedback.
- a transimpedance amplifier is one that converts current to voltage.
- FIG. 5 presents a resistive feedback transimpedance amplifier 500 .
- the amplifier 500 of FIG. 5 has two main components: a very high gain amplifier network and a compensation network.
- the compensation network includes feedback resistor R F 507
- the high gain amplifier network includes Op Amp 501 , Op Amp 502 , and four gain control resistors labeled R 1 508 and R 2 510 . See B. Sakmann and E. Neher, “Single-channel recording,” Plenum Press, New York, 1995.
- an enabling/disabling command voltage V CMD 504 is applied to the non-inverting input 506 of Op Amp 501 , while the potential across a nanopore sensor, which represents an ionic current 503 , is applied to the inverting input 505 of Op Amp 501 .
- the ionic current 503 is amplified by the gain of the high gain of the amplifier 500 .
- the gain of the resistive feedback transimpedance amplifier is thus:
- the input-referred noise current is inversely proportional to R F .
- J. Kim, G. Wang, W. Dunbar and K. Pedrotti “An integrated patch-clamp amplifier for ultra-low current measurement on solid-state nanopore device,” in Proc. IEEE Int. SoC Design Conf., pp. 424-427, Nov. 2010.
- the resistance of feedback resistor R F 507 must be set to be as large as possible. Therefore, implementing high gain and low noise amplifiers using the resistive feedback configuration on a semiconductor chip is problematic because that high value resistances (at least tens of mega-Ohms) that are suitable for use as feedback resistors R F 507 require large chip areas.
- the basic resistive feedback amplifier shown in FIG. 5 only allows about 1 to 8 amplifiers to be integrated on a single chip. If only 10 to 100 nanopore sensors are used in a given application the basic resistive feedback amplifier of FIG. 5 is acceptable.
- pseudo-resistor techniques have been developed to reduce the required dimensions to implement large resistor values. See for example, R. R. Harrison and C. Charles, “A low-power low-noise CMOS amplifier for neural recording applications,” IEEE Journal of Solid-State Circuits, 38: 958-965, Jun. 2003 and M. Chae, J. Kim, W. Liu, “Fully-differential self-biased bio-potential amplifier,” Electron. Lett., vol. 44, no. 24, pp. 1390-1391, Nov. 2008.
- pseudo-resistors require care to achieve precise resistance desired.
- a pseudo-resistor is implemented as the resistance between the source and drain of a FET on a die.
- a new technique for implementing amplifiers on a die would be beneficial. Such a new technique should enable high density amplifiers on the die. Preferably such techniques would be suitable for use with high through-put nanopore sequencing. Such techniques might be scaled to implement at least 2000 and hopefully at least 5,000 or 10,000 or 20,000 or 30,000 or at least 40,000 nanopore amplifiers on a single die.
- Embodiments include a method that includes a plurality of steps such as measuring, with each of at least one measuring device, an ionic current produced by each of at least one molecule.
- the method includes connecting the each of the at least one measuring device to each of at least one first operational amplifier.
- the method includes connecting the at least one first operational amplifier to at least one second operational amplifier.
- the method also includes configuring the at least one first operational amplifier and the at least one second operational amplifier to amplify the ionic current measured by the at least one measuring device and the first operational amplifier and the second operational amplifier are configured to be a capacitive feedback transimpedance amplifier.
- Embodiments include an apparatus that includes at least one measuring device configured to measure an ionic current produced by each of at least one molecule.
- Embodiments include at least one first operational amplifier configured to accept a first output of each of the at least one measuring device.
- Embodiments include at least one second operational amplifier configured to accept one or more second output of each of the at least one first operational amplifier, wherein the each of the at least one first operational amplifier and the each of the at least one second operational amplifier are configured to amplify the ionic current measured by the at least one measuring device and the first operational amplifier and the second operational amplifier are configured to be a resistive feedback transimpedance amplifier.
- the printed circuit board may include a plurality of integrating operational amplifiers, each amplifier configured to receive data from each of the array of nanopore sensors.
- the printed circuit board includes at least one differentiating operational amplifier, each configured to receive one or more first outputs of the integrating operational amplifier and the plurality of the first operational amplifiers and the at least one second operational amplifier configured to form a capacitive feedback transimpedance amplifier.
- Embodiments are directed to integrating high density nanopore amplifiers on a die. That novel technique can be implemented in a manner that is suitable for high through-put nanopore sequencing.
- an integrated and multiplexed network of amplifiers that are novel capacitive integrator-differentiator amplifiers with small feedback capacitors C f and that use pseudo-resistors.
- a pseudo-resistor may be a resistor whose resistance is set due to a biasing current to realize a resistance while occupying a small silicon surface area.
- the pseudo-resistor which is biased in the subthreshold region, is capable of realizing a large resistance.
- a wide range of resistances can also be implemented by changing the bias current to the pseudo-resistor.
- Those patch clamp amplifiers reduce the integrator area while achieving a low input-referred noise current.
- the network beneficially uses a shared differentiator Op Amp to enable more integrator amplifiers per die.
- the present invention enables the use of resistive integrator-differentiator amplifiers that use a multiplexer to enable sharing one differentiator Op Amp.
- the die is configured such that the required pads, ESD networks, amplifiers, and metallization areas are reduced in size.
- a patch clamp amplifier comprising an integrating Op Amp having an inverting input that receives current variations from a nanopore sensor.
- a feedback capacitor shunts the output of the integrating Op Amp to its inverting input. That feedback capacitor is shunted by a high impendence.
- the output of the integrating Op Amp is applied to the inverting input of a differentiator Op Amp by a first input capacitor and a first input impedance.
- a second input capacitor and a second input impedance connect the non-inverting input of the differentiator Op Amp to the non-inverting input of the integrating Op Amp.
- a first resistor connects the output of the differentiator Op Amp to its inverting input while a second resistor connects the non-inverting input of the differentiator Op Amp to ground.
- the high impedance is a pseudo-resistor.
- the principles of the present invention further provide for a multiplexed nanopore sensing network having an integrating first Op Amp, an integrating second Op Amp, and an integrating third Op Amp.
- a multiplexer receives the outputs of the first, second, and third Op Amps and selects one of them to be an output. Selection is based on applied control data.
- a differentiator Op Amp receives the selected output from the multiplexer and applies its output to an analog to digital converter.
- the ADC converts the differentiated output into a digital signal.
- the control data is applied by a multiplexing control block.
- the principles of the present invention further provide for a printed circuit board having an N ⁇ M array of nanopore sensors.
- the outputs of the N ⁇ M nanopore sensors are applied as inputs to a multiplexer of a multiplexed nanopore sensing network.
- the multiplexer outputs a selected one of the N ⁇ M nanopore sensor inputs based on received control data.
- a differentiator Op Amp differentiates the selected output and applies the differentiated signal to an analog to digital converter which converts the differentiated output into a digital signal.
- the control data is applied to the multiplexer by a multiplexing control block.
- An output module receives the digital signals from the ADC and outputs them in a suitable format for use by other devices.
- the Nanopore sequencer of the invention comprises an array of nanopores, wherein each nanopore provides an output (a current variation) that provides the input for a patch clamp amplifier comprising an integrating operational amplifier having an inverting input.
- the sequencer can be used to sequence or to characterize any linear molecule comprising subunits each of which has a different charge. For example it can be used to characterize a polynucleotide or a polypeptide where the bases or the amino acid residues, respectively, have different charges and therefore provide a characteristic signal when passing through the nanopore.
- FIG. 1 illustrates exemplified components of a nucleotide sequencer
- FIG. 2 presents a process performed by the nucleotide sequencer to sequence nucleotides
- FIG. 3 illustrates an example of a measuring device of the nucleotide sequence, wherein the measuring device uses a nanopore technique
- FIG. 4 presents a process that may be implemented by the measuring device to measure ionic current caused by the movement of the nucleotide
- FIG. 5 illustrates a schematic depiction of a resistive feedback amplifier
- FIG. 6 illustrates a capacitive feedback amplifier that incorporate an integrator-differentiator configuration
- FIG. 7 presents a process that may be performed by the amplifying device to amplify the ionic current received from the measuring device using the capacitive feedback amplifier in the integrator-differentiator configuration
- FIG. 8 presents a process that may be performed by the amplifying device to amplify the ionic current received from the measuring device using the capacitive feedback amplifier in the integrator-differentiator configuration and a multiplexer;
- FIG. 9 illustrates a multiplexing network suitable for multi-nanopore sensing based on the capacitive feedback amplifier shown in FIG. 6 ;
- FIG. 10 presents a top-down view of a semiconductor chip that incorporates the multiplexing network shown in FIG. 9 ;
- FIG. 11 illustrates a cross-sectional view of a typical pad, ESD network, and amplifier
- FIG. 12 illustrates a cross-sectional structure of a pad, ESD network, and amplifier for use in the semiconductor chip shown in FIG. 4 ;
- FIG. 13 presents a board-level configuration for multi-nanopore sensing using a multiplexing patch-clamp network chip as shown in FIG. 4 ;
- FIG. 14 presents a process that may be performed by the amplifying device to amplify the ionic current received from the measuring device using the resistive feedback amplifier in the integrator-differentiator configuration and a multiplexer;
- FIG. 15 illustrates a multiplexing multi-nanopore sensing using resistive-feedback transimpedance patch clamp amplifiers.
- nucleotide sequencer Several embodiments of the nucleotide sequencer are described herein with reference to FIGS. 1 to 15 . These embodiments of the nucleotide sequencer provide space-efficient, high throughput amplifiers suitable to be implemented on a high density semiconductor die.
- the high-density semiconductor die may be suitable for use on a circuit board having an array of nanopore sensors.
- these embodiments of the nucleotide sequencer are suitable to be implemented as a patch clamp.
- various embodiments of the nucleotide sequencer 100 include a measuring device 101 , an amplifying device 102 , and an analyzing device 103 .
- the measuring device 101 manipulates a molecule as described below.
- the measuring device 101 may measure the ionic current produced by the molecule sample 104 .
- the amplifying device 102 amplifies the ionic current measured by the measuring device 101 and outputs voltage signals that are representative of the ionic current measured.
- the analyzing device 103 may perform analysis on the voltage signals, and displays results of the analysis 105 .
- FIG. 2 illustrates a process 200 that may be preformed by a nucleotide sequencer to sequence a nucleotide.
- the nucleotide sequencer begins by loading a sample molecule into a measuring device.
- the measuring device comprises a nanopore or an array of nanopores. Examples of the molecule include but not limited to: a double-stranded DNA, single stranded DNA, double-stranded RNA, single-stranded RNA, or DNA-RNA hybrid.
- a first voltage and a second voltage is applied to the measuring device.
- step 203 the voltages applied to the measuring device cause the molecule to move through the measuring device due to an electromagnetic field generated.
- the nanopore or nanopore array measures the ionic current generated by the movement of the molecule as it passes the nanopores.
- step 205 the amplifying device of the nucleotide sequencer amplifies the measured ionic current and outputs a voltage value that is representative of the measured ionic current in step 206 .
- the amplifying device may send the data that represents the measured currents to a computing device for analysis in step 207 .
- the computing device sequences the nucleotides based on the data that is received from the amplifying device.
- FIG. 3 shows an example of a measuring device 300 .
- the measuring device comprises an upper chamber 301 , a middle chamber 302 , and a lower chamber 303 .
- the upper chamber is connected to the middle chamber through a nanopore 309
- the middle chamber 302 is connected to the lower chamber 303 through another nanopore 310 .
- the upper 301 and the lower chambers 302 and 303 are configured to have voltages 304 and 306 applied to them.
- a patch clamp or a voltage clamp applies voltages 304 and 306 to the upper and the lower chambers 301 and 303 .
- the middle chamber is grounded 305 with respect to both the upper and the lower chamber 301 and 303 .
- the applied voltages 304 and 306 generate forces 307 and 308 , and molecules 311 and 312 move in response to the attraction of the forces.
- FIG. 4 represents a process 400 through which the measuring device of the nucleotide sequencer takes to measure and output the ionic current caused by the molecule.
- the sample molecule is loaded into the upper chamber of the device.
- a voltage is applied between the upper chamber and the middle chamber.
- another voltage is applied between the lower chamber and the middle chamber.
- the voltage applied to the lower chamber and the upper chamber is of a different magnitude.
- the voltage of the lower chamber is higher than the voltage of the upper chamber.
- the voltage of the upper chamber is higher than the voltage of the lower chamber.
- the voltage of one chamber e.g.
- the upper or lower is twice the voltage of the other chamber (e.g. upper or lower). In various embodiments, the voltage may be less than twice. In various embodiments, the upper or lower chambers may be both positively charged. In various embodiments, the upper or the lower chambers may be both negatively charged.
- the voltages can be reset in order to bring out desired pattern of movement of the molecules or calibrated based on a known sample results. As the molecule passes the pores in steps 404 and 405 , ionic current measurements are taken in step 406 . In one embodiment, a patch clamp sets the voltages and measures the ionic current. In another embodiment, a voltage clamp sets the voltages and measures the ionic current. Lastly, in step 407 , the measuring device passes data collected to an amplifying device for amplifying.
- Several embodiments are directed to reducing the size of the elements of the amplifying device to enable high-throughput multi-nanopore sensing. Reducing the size of the elements of the amplifying device enables more elements to be placed on a die.
- a die may have a dimension of 100 ⁇ m ⁇ 100 ⁇ m; however, the specific dimensions provided are not meant to be limiting and implementations need not have equal size dimensions.
- FIG. 6 shows an example of such an amplifier 600 .
- the amplifier 600 includes a feedback capacitor C F 607 in a parallel configuration with a high impendence Z 1 617 between an inverting input 605 and an output 609 of an Op Amp 601 .
- the output 609 of the Op Amp 601 is applied to the inverting input 612 of Op Amp 602 via balancing components comprised of a capacitor C 1 608 and shunting high impedance Z 2 618 .
- Capacitor C 1 608 and the shunting high impedance Z 2 618 are parallel to one another.
- the non-inverting input 613 of Op Amp 602 is connected to the non-inverting input 606 of Op Amp 601 by a capacitor C 1 611 and shunting high impedance Z 2 619 (the same as applied to the inverting input).
- An output 614 of Op Amp 602 is connected to the inverting input 612 of Op Amp 602 with a resistor R 2 610 .
- a ground contact resistance R 2 615 is connected to the non-inverting input 613 of Op Amp 602 .
- a command voltage V CMD 604 is applied to the non-inverting input 605 of Op Amp 601 .
- An ionic current 603 measured by a nanopore sensor is applied to the inverting input 605 of Op Amp 601 .
- the capacitive feedback transimpedance amplifier in FIG. 6 is implemented in an integrator-differentiator configuration.
- the integrating portion of the amplifier includes the Op Amp 28 , the feedback capacitor C F 24 , and the shunting impedance Z 1 26 .
- the differentiating portion of the amplifier includes the Op Amp 36 , the capacitor C 1 30 , the impedance Z 2 32 , and the resistor R 2 34 is the differentiator.
- Z 1 26 and Z 2 32 are high impedance paths used to set DC bias.
- the gain of the integrator-differentiator amplifier is:
- the amplifier is implemented with impedances Z 1 and Z 2 that have large impedance (for example, if Z 1 and Z 2 each has an impedance of 10M ⁇ , then each of 1/Z 1 and 1/Z 2 is 0.0000001, which is negligible in most cases; however, Z 1 and Z 2 need not to be in that order of magnitude to realize the present embodiment) then the values of 1/Z 1 and 1/Z 2 approach close to zero. Therefore, the gain of the amplifier becomes:
- on-chip poly resistors (with resistance in the order of tens of M ⁇ or G ⁇ ) can be used to realize the high impedance of Z 1 617 and Z 2 618 .
- on-chip poly resistors may be a plurality resistors formed on the semiconductor die, and they may be used to implement high impedance. The length and width of an on-chip poly resistor is approximately in the 1 ⁇ m to 10 ⁇ m orders of magnitude.
- reset switches are used in place of Z 1 617 and Z 2 618 . If reset switches are used, then means to reduce glitch noises from periodic resetting of the reset switches should be used.
- pseudo resistors are used to realize high impedance for Z 1 617 and Z 2 618 .
- Pseudo resistors are linear resistances employing NMOS or PMOS transistor in a linear region for the purposes of setting DC paths and reducing the amplifier size. See, for example, R. R. Harrison and C. Charles, “A low-power low-noise CMOS amplifier for neural recording applications,” IEEE Journal of Solid-State Circuits, 38: 958-965, June 2003 and G. Ferrari, F. Gozzini, A. Molari and M. Sampietro, “Transimpedance amplifier for high sensitivity current measurements on nanodevices,” IEEE J. of Solid-State Circuits, vol. 44, no. 5, pp. 1609-1616, May 2009.
- the input-referred noise current of the capacitive feedback transimpedance amplifier 600 shown in FIG. 6 is directly proportional to C F .
- C F See., B. Sakmann and E. Neher, “Single-channel recording,” Plenum Press, New York, 1995.
- Reducing C F 607 can not only minimize the integrator area (the headstage) but also achieves a desired low input-referred noise current.
- Embodiments of the nucleotide sequencer overcome the noise problem caused by resistive feedback transimpedance amplifiers shown in FIG. 5 .
- the amplifying unit of the nucleotide sequencer uses the capacitive feedback transimpedance amplifier with the integrator-differentiator configuration to amplifying the measured ionic current outputted from the measuring device.
- FIG. 7 represents a process 700 that amplify the measured ionic current using the amplifying device.
- the integrating portion of the capacitive feedback transimpedance amplifier receives an output ionic current from the measuring device.
- the measuring device could include an array of nanopore sensors.
- the output from the integrating portion is sent to the differentiating portion of the capacitive feedback transimpedance amplifier.
- an individual differentiating portion is connected to an individual integrating portion.
- the resulting signal is a voltage value instead of a current value.
- the output(s) from the differentiating portion(s) are buffered.
- a digital to analog converter (ADC) converts the analog signal of the buffered output from the differentiating portion of the capacitive feedback transimpedance amplifier to digital signals.
- the digital signal is related to a computing device for analysis.
- the computing device can be any device with a process. Examples of the computing device include, but not limited to, a smart phone, tablet, personal computer, and laptop.
- the digital signal can be related to the computing device through a universal serial bus (USB) module, a wireless network, or any other wireless or wireless connection.
- USB universal serial bus
- a multiplexer is used to connect a plurality integrating portions of the capacitive feedback transimpedance amplifier to one differentiating portion.
- the multiplexer is an analog time division multiplexer.
- FIG. 8 represents a process 800 that the amplifying device with a multiplexer implementation takes to amplify the ionic current.
- the integrating portion of the capacitive feedback transimpedance amplifier receives an output ionic current from the measuring device.
- the measuring device could include an array of nanopore sensors.
- the outputs or output signals from the integrating portions are sent to a multiplexer.
- the multiplexer arranges the outputs from the integrating portions so that the multiplexer will send one output at a time to the differentiating portion every clock cycle.
- the amplifier comprises of a transimpedance feedback
- the resulting signal is a voltage value instead of a current value.
- a voltage value is output from the differentiating portion.
- the outputs from the differentiating portion are buffered.
- a digital to analog converter (ADC) converts the analog signal of the buffered output from the differentiating portion of the capacitive feedback transimpedance amplifier to digital signals.
- the digital signal is related to a computing device for analysis.
- the computing device can be any device with a process. Examples of the computing device include, but not limited to, a smart phone, tablet, personal computer, and laptop.
- the digital signal can be related to the computing device through a universal serial bus (USB) module, a wireless network, or any other wireless or wireless connection.
- USB universal serial bus
- FIG. 9 illustrates an N-integrator capacitive feedback multiplexed configuration based on capacitive feedback transimpedance amplifier with the integrator-differentiator configuration 900 .
- each of N-number of nanopore sensors 903 are connected to an inverting input 906 of each of N-number of integrating portions 904 .
- An analog multiplexer 901 receives the outputs 908 of each of the N-number of integrating portions 904 .
- Each integrating portions 904 includes a feedback capacitor C F 905 and a high impedance Z 1 905 .
- each nanopore sensor 903 shares a ground of the analog multiplexer 901 , but reference may be made to the ground line 1306 of FIG. 13 .
- Each nanopore 903 cis chamber is connected to one and only one integrating portion 904 while all trans chambers and the analog multiplexer 901 share the same ground.
- all integrating portions 904 are turned on when a command voltage (VCMD) is provided on a DC biasing line 919 from a Multiplexing, Sampling Clock Generator, and Command voltage biasing block 902 (hereinafter M-SC-CV block 90 ).
- VCMD command voltage
- M-SC-CV block 90 Command voltage biasing block 902
- C F 905 has a capacitance in the picoFarad range to increase the gain while decreasing noise.
- the analog multiplexer 901 selects one of the outputs of the integrating portion 908 and connects that selected output to a capacitor 913 which in turn connects to the inverting input 909 .
- the analog multiplexer applies the selected output to a differentiating portion comprising of a capacitor 913 , a differentiator Op Amp 910 , and a feedback resistor R 2 912 .
- the non-inverting input 922 of the differentiator Op Amp 910 is grounded 923 .
- the output 924 of the differentiating portion 910 is applied to the non-inverting input 915 of a unity gain buffer Op Amp 911 .
- the output of the buffer Op Amp 911 is applied to an analog to digital converter (ADC) 916 whose output 914 is made available via a USB interfacing module or a wireless module 917 .
- ADC analog to digital converter
- the differentiating portion 910 processes the outputs 908 of all N-number integrating portions 904 via the analog multiplexer 901 .
- the selected analog multiplexer 901 channel is controlled by signals applied on buss 919 by the M-SC-CV block 902 .
- the analog multiplexer 901 is controlled in accord with a system clock 918 of the M-SC-CV block 902 , which is made available on a pad. Only one channel of the analog multiplexer 901 is activated per system clock cycle.
- the analog multiplexer 901 may take the outputs 908 of the N-number integrating portions and output a signal which combines the N-number integrating portions 904 .
- the M-SC-CV block is connected to the non-inverting inputs of the integrating portions 904 via line 920 . Finally the operations of the ADC 916 are also controlled by the M-SC-CV block 902 via a line 925 to avoid signal glitches, induced noise, and/or to synchronize system operations.
- FIG. 10 presents a top-view layout of an N ⁇ M chip that implements the capacitive feedback transimpedance amplifier with a multiplexer shown in FIG. 6 (note: pads are not illustrated for clarity) along 4 sides.
- the configuration of FIG. 10 arranges N-by-M integrator Op Amp 1006 array 1001 in the center of a chip 1000 .
- the functional blocks 1002 , 1003 , and 1004 are located around the chip periphery, the functional blocks include a row decoder 1002 , command voltage bias circuitry 1003 , multiplexer, differentiator, ADC, and encoder block 1004 , and column decoder 1005 . Pad sizes and locations are however critical to an efficient layout.
- system may implement the area-efficient pad technique taught by L. Luh, J. Chroma, and J. Draper, “Area-efficient area pad design for high pin-count chips,” in Proc. IEEE Ninth Great Lakes Symp. VLSI, pp. 78-81, Mar. 1999. That area-efficient pad technique is used for high pin-count chips.
- FIG. 11 illustrates a cross-sectional structure having a pad 1100 comprised of a top metal layer 1101 , a 5th metal layer 1102 , a fourth metal layer 1103 , a third metal layer 1104 , a second metal layer 1105 and a first metal layer 1106 .
- That cross-sectional structure also includes an ESD network 1110 and an amplifier 1107 . Because the amplifier 1107 is located in the center of the chip, the amplifier 1107 is connected to the pad 1100 and ESD 1110 through the rather long first metal line 1108 . In FIG. 11 it should be understood that the pad 1100 and the ESD 1110 network are placed at the peripherals of the chip.
- the cross-sectional structure has a pad 1200 comprised of a top metal layer 1201 , a 5th metal layer 1202 , a fourth metal layer 1203 , a third metal layer 1204 , a second metal layer 1205 and a first metal layer 1206 .
- the first metal layer 1201 is relatively short. This is achieved by integrating the ESD network and an integrator amplifier as an ESD+Amplifer network 1206 that is placed under the pad 1200 in the center of the chip. This enables a reduced chip size and/or a higher density.
- Flip-chip bonding can be used to connect the chip to a multi-nanopore array which is located on a printed-circuit board (PCB).
- PCB printed-circuit board
- FIG. 13 present a board-level configuration for multi-nanopore sensing using the inventive multiplexing technique in an integrated N ⁇ M array multiplexing chip 1304 and an N ⁇ M nanopore sensor array 1307 made of nanopore sensors 1308 .
- the N-by-M nanopore sensor array 1307 has N ⁇ M cis chambers but only one trans chamber that is directly connected to the integrated N ⁇ M array multiplexing chip 1304 by a common ground line 1306 . If the trans reservoir is placed in the top-right corner (beside 1,M chamber), the distance between the trans reservoir and the N,1 chamber may cause a parasitic resistance. That makes the ground 1309 of the N,1 chamber different than the ground of the trans reservoir.
- FIG. 13 incorporates a mesh-type trans-reservoir that is connected to the multiplexing chip ground through multiple metal lines 1305 . This reduces the line parasitic resistance and normalizes the grounds to a common value.
- the integrated N ⁇ M array multiplexing chip 1304 outputs digital bit streams that are fed to a wireless module 1302 and to a USB interfacing module 1303 .
- a wireless module 1302 wirelessly transmits data into a smart phone, tablet PC, or other receiving device.
- the USB interfacing module 1303 beneficially can be applied to a personal computer through a USB port.
- the overall goal is to realize 1,000 or more patch clamp amplifiers on the N ⁇ M array multiplexing chip 1304 .
- resistive-feedback amplifiers similar to that shown in FIG. 5 for multi-channel nanopore sensing.
- the number of amplifier integrated onto a chip is limited by a size of the feedback resistor R F .
- FIG. 15 illustrates that case.
- the amplifying unit of the nucleotide sequencer uses the resistive feedback transimpedance amplifier with the integrator-differentiator configuration to amplifying the measured ionic current that is output from the measuring device.
- the resistive feedback transimpedance amplifier is implemented with a pseudo-resistor.
- FIG. 14 represents a process 1400 through which the measured ionic current is amplified with the amplifying device using resistive feedback and a multiplexer.
- the integrating portion of the resistive feedback transimpedance amplifier receives an output ionic current from the measuring device.
- the measuring device could include an array of nanopore sensors.
- the outputs from the integrating portions are sent to a multiplexer.
- step 1403 the multiplexer arranges the outputs from the integrating portions such that it will send one output at a time to the differentiating portion every clock cycle.
- step 1404 the differentiating portion outputs an resulting voltage value.
- the resulting signal is a voltage value instead of a current value.
- step 1405 the output(s) from the differentiating portion(s) are buffered.
- step 1406 a digital to analog converter (ADC) converts the analog signal of the buffered output from the differentiating portion of the resistive feedback transimpedance amplifier to digital signals.
- the digital signal is related to a computing device for analysis.
- the computing device can be any device with a process. Examples of the computing device include but not limited to a smart phone, tablet, personal computer, and laptop.
- the digital signal can be related to the computing device through a universal serial bus (USB) module, a wireless network, or any other wireless or wireless connection.
- USB universal serial bus
- FIG. 15 illustrates the use of an analog multiplexer 1501 and a shared difference Op Amp amplifier 1510 with resistive feedback integrator Op Amps 1504 in a manner that still enables a reduction in overall dimensions, which enables more amplifiers per chip.
- FIG. 15 shows an N-integrator resistive feedback multiplexed configuration 1500 that is based on resistive feedback transimpedance amplifying with integrator-differentiator configuration as shown in FIG. 5 .
- each of N-number of nanopore sensors 1503 are connected to an inverting input 1506 of each of N-number of integrator Op Amps 1504 .
- Each integrating portion 1504 includes a feedback resistor R F 1505 .
- each nanopore sensor 1503 shares the same ground as the analog multiplexer 1501 .
- Each nanopore cis chamber is connected to one and only one integrator Op Amp 1504 while all trans chambers and the analog multiplexer 1501 share the same ground.
- all integrator Op Amps 1504 are turned on by a command voltage (VCMD) provided on a DC biasing line 1520 from a Multiplexing, Sampling Clock Generator, and Command voltage biasing block 1502 (herein after M-SC-CV block 520 ).
- VCMD command voltage
- R F 1505 is chosen to have a high value in the tens of MOhm or GOhm range. Smaller feedback resistors R F 1505 enable more Op Amps 1504 but at the cost of gain.
- the analog multiplexer 1501 selects one of the outputs 1508 of the integrating portions 1504 and connects that selected output to a resistor R 1 1509 , which applies the selected output to a gain amplifier Op Amp 1510 and to a feedback resistor R 2 1512 .
- the output 1513 of the gain amplifier Op Amp 1510 is applied to the non-inverting input 1515 of a unity gain buffer Op Amp 1511 .
- the output of 1514 the buffer Op Amp 1511 is applied to an analog to digital converter 1516 whose output is made available on a pad 1517 .
- the pad 1517 might connect to a USB interface module or a wireless module or some other type of output.
- the gain amplifier Op Amp 1510 is shared by all integrator Op-Amps 1540 via the analog multiplexer 1510 and gain controls are used to adjust the actual value of R 2 1512 .
- the selected analog multiplexer 1501 channel is controlled by signals applied on buss 1519 by the M-SC-CV block 1520 .
- the analog multiplexer 1501 is controlled in accord with a system clock of the M-SC-CV block 1502 , which is made available on a pad 1518 . Only one channel of the analog multiplexer 1501 is activated per system clock cycle.
- the operation of the analog-to-digital converter (ADC) 1516 is also controlled by the M-SC-CV block 1502 via a line 1521 to avoid signal glitches, induced noise, and/or to synchronize system operations.
- ADC analog-to-digital converter
- FIG. 15 Comparing FIG. 15 with FIG. 9 , in FIG. 15 the feedback capacitors C F 905 and C 1 913 of FIG. 8 are replaced with resistors R F 1501 and R 1 1509 . Since the feedback resistors R F are large, tens of MOhms or Giga ohms, the number of amplification channel is restricted. Using pseudo resistors enable the number of channels to be increased. As shown, the multiplexing electronics in
- FIG. 15 can be adopted to incorporate the same techniques which previously described for the multiplexing electronics using integrator-differentiator architecture.
- Amplifier compensation is important.
- One approach to compensation is found in J. Kim, K. D. Pedrotti and W. B. Dunbar, “On-chip patch-clamp sensor for solid-state nanopore applications,” Electronics Letters, vol. 47, no. 15, pp. 844-846, Jul. 2011. That compensation technique reduces and avoids transient delays caused by input parasitic capacitances that occur when the command voltages used for DNA motion control during nanopore sensing change.
- Such compensation techniques can increase the number of amplification channels on a given size chip.
- Other compensation techniques are also known, see for example B. Sakmann and E. Neher, “Single-channel recording,” Plenum Press, New York, 1995 and P.
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Abstract
A multiplexed nanopore sensing network comprising an integrated and multiplexed network of patch clamp capacitive integrator-differentiator amplifiers with small feedback capacitors using pseudo-resistors.
Description
- This application is a divisional of pending U.S. application Ser. No. 14/438,868 filed 27 Apr. 2015 which is a national phase of PCT/US13/67132, which claims the benefit of U.S. Provisional Application No. 61/719,443, entitled “Multiplexing Electronic Configuration for Multichannel Nanopore Sensing,” which was filed 28 Oct. 2012.
- This invention was made with government support under NSF Contract/grant No. ECCS-0845766 awarded by the National Science Foundation. The government has certain rights in this invention.
- The presently disclosed subject matter is directed towards high density multiplex nanopore sensing, for use in, for example, high-throughput sequencing.
- Nanopore sequencing technology allows one to measure the ionic current generated by a molecule moving across the nanopores thereby identifying the molecule. An ionic current is a current generated by the flow of ions. In particular, nanopore sequencing enables sequencing individual nucleotide bases. Nanopore sequencing technology can also be applied to a polynucleotide or a polypeptide. Examples of polynucleotides includes, but not limited to, a double-stranded DNA, single stranded DNA, double-stranded RNA, single-stranded RNA, or DNA-RNA hybrid. For example, DNA bases from a DNA strand can be sequenced with the nanopore sequencing without any modification to that strand. The nanopore channels can be fabricated either by inserting a protein channel into a lipid membrane or by fabricating “solid-state” nanopores in a semiconductor substrate such as silicon or silicon nitride. Based on modern semiconductor fabrication technology, solid-state nanopores can enable DNA sensing at relatively low cost.
- Nanopore sequencing is based on the use of nanopore sensors. A nanopore sensor has two chambers, referred to as a cis and a trans chamber that are connected by a very small channel called a nanopore. To induce the DNA being sequenced to enter the nanopore, a voltage is induced across the sensor. The chambers are filled with a buffered ionic conducting solution (e.g. KCl, CaCl2, NaCl etc.). The conducting solution and the applied voltage create an ionic current. Negatively charged DNA in the cis chamber starts moving towards the trans side. As it traverses the nanopore the ionic current, which is in the range of tens to hundreds of picoAmperes, is modulated by the DNA bases. The DNA base modulated current can be sensed and analyzed to implement an electrical DNA sequencing method.
- Nanopore sequencing currents are in the tens to hundreds of picoAmperes, and therefore practical, commercial nanopore sequencing systems require very low noise at very high gains. More cost-effective and space-effective designs are desirable. Submicron CMOS technology makes it theoretically possible to miniaturize multiple nanopore measuring instrumentation by making it on a semiconductor substrate.
- Accurately measuring ultra-low current variations requires patch-clamps with very high gain. Patch clamp amplifiers usually take the form of differential op-amp transimpedance amplifiers that use either resistive or capacitive feedback. A transimpedance amplifier is one that converts current to voltage.
-
FIG. 5 presents a resistivefeedback transimpedance amplifier 500. Theamplifier 500 ofFIG. 5 has two main components: a very high gain amplifier network and a compensation network. InFIG. 5 the compensation network includesfeedback resistor R F 507, while the high gain amplifier network includes Op Amp 501, Op Amp 502, and four gain control resistors labeledR 1 508 andR 2 510. See B. Sakmann and E. Neher, “Single-channel recording,” Plenum Press, New York, 1995. - In
FIG. 5 , an enabling/disablingcommand voltage V CMD 504 is applied to thenon-inverting input 506 of OpAmp 501, while the potential across a nanopore sensor, which represents anionic current 503, is applied to the invertinginput 505 of OpAmp 501. Theionic current 503 is amplified by the gain of the high gain of theamplifier 500. The gain of the resistive feedback transimpedance amplifier is thus: -
- In the resistive feedback transimpedance amplifiers as shown in
FIG. 5 , the input-referred noise current is inversely proportional to RF. See J. Kim, G. Wang, W. Dunbar and K. Pedrotti, “An integrated patch-clamp amplifier for ultra-low current measurement on solid-state nanopore device,” in Proc. IEEE Int. SoC Design Conf., pp. 424-427, Nov. 2010. - To minimize input noise and to maximize total gain in the resistive feedback transimpedance amplifiers such as shown in
FIG. 5 , the resistance offeedback resistor R F 507 must be set to be as large as possible. Therefore, implementing high gain and low noise amplifiers using the resistive feedback configuration on a semiconductor chip is problematic because that high value resistances (at least tens of mega-Ohms) that are suitable for use asfeedback resistors R F 507 require large chip areas. In practical applications, the basic resistive feedback amplifier shown inFIG. 5 only allows about 1 to 8 amplifiers to be integrated on a single chip. If only 10 to 100 nanopore sensors are used in a given application the basic resistive feedback amplifier ofFIG. 5 is acceptable. However, to maximize nanopore sequencing through-put it is highly desirable to increase the number of nanopore sensors that can operate asynchronously and in parallel. The latest sequencing device from Ion Torrect (now part of Life Technologies) has 1.2 Million addressable measurement wells (but read-length is limited by the use of enzymes for sequencing). Thus if the objective is 1 k-10 k nanopore sensors or more per device, an alternative design or an improvement to the basic resistive feedback amplifier ofFIG. 5 may be recommended. - It should be noted that several pseudo-resistor techniques have been developed to reduce the required dimensions to implement large resistor values. See for example, R. R. Harrison and C. Charles, “A low-power low-noise CMOS amplifier for neural recording applications,” IEEE Journal of Solid-State Circuits, 38: 958-965, Jun. 2003 and M. Chae, J. Kim, W. Liu, “Fully-differential self-biased bio-potential amplifier,” Electron. Lett., vol. 44, no. 24, pp. 1390-1391, Nov. 2008. One drawback of pseudo-resistors is that pseudo-resistors require care to achieve precise resistance desired. A pseudo-resistor is implemented as the resistance between the source and drain of a FET on a die.
- In view of the foregoing, a new technique for implementing amplifiers on a die would be beneficial. Such a new technique should enable high density amplifiers on the die. Preferably such techniques would be suitable for use with high through-put nanopore sequencing. Such techniques might be scaled to implement at least 2000 and hopefully at least 5,000 or 10,000 or 20,000 or 30,000 or at least 40,000 nanopore amplifiers on a single die.
- Embodiments include a method that includes a plurality of steps such as measuring, with each of at least one measuring device, an ionic current produced by each of at least one molecule. The method includes connecting the each of the at least one measuring device to each of at least one first operational amplifier. The method includes connecting the at least one first operational amplifier to at least one second operational amplifier. The method also includes configuring the at least one first operational amplifier and the at least one second operational amplifier to amplify the ionic current measured by the at least one measuring device and the first operational amplifier and the second operational amplifier are configured to be a capacitive feedback transimpedance amplifier.
- Embodiments include an apparatus that includes at least one measuring device configured to measure an ionic current produced by each of at least one molecule. Embodiments include at least one first operational amplifier configured to accept a first output of each of the at least one measuring device. Embodiments include at least one second operational amplifier configured to accept one or more second output of each of the at least one first operational amplifier, wherein the each of the at least one first operational amplifier and the each of the at least one second operational amplifier are configured to amplify the ionic current measured by the at least one measuring device and the first operational amplifier and the second operational amplifier are configured to be a resistive feedback transimpedance amplifier.
- Another embodiment includes a printed circuit board with an array of nanopore sensors. The printed circuit board may include a plurality of integrating operational amplifiers, each amplifier configured to receive data from each of the array of nanopore sensors. The printed circuit board includes at least one differentiating operational amplifier, each configured to receive one or more first outputs of the integrating operational amplifier and the plurality of the first operational amplifiers and the at least one second operational amplifier configured to form a capacitive feedback transimpedance amplifier.
- Embodiments are directed to integrating high density nanopore amplifiers on a die. That novel technique can be implemented in a manner that is suitable for high through-put nanopore sequencing.
- In one embodiment, an integrated and multiplexed network of amplifiers, that are novel capacitive integrator-differentiator amplifiers with small feedback capacitors Cf and that use pseudo-resistors. In various embodiments, a pseudo-resistor may be a resistor whose resistance is set due to a biasing current to realize a resistance while occupying a small silicon surface area. The pseudo-resistor, which is biased in the subthreshold region, is capable of realizing a large resistance. A wide range of resistances can also be implemented by changing the bias current to the pseudo-resistor. Those patch clamp amplifiers reduce the integrator area while achieving a low input-referred noise current. The network beneficially uses a shared differentiator Op Amp to enable more integrator amplifiers per die.
- Alternatively, the present invention enables the use of resistive integrator-differentiator amplifiers that use a multiplexer to enable sharing one differentiator Op Amp.
- In either approach the die is configured such that the required pads, ESD networks, amplifiers, and metallization areas are reduced in size.
- Those principles of the present invention are incorporated in a patch clamp amplifier comprising an integrating Op Amp having an inverting input that receives current variations from a nanopore sensor. A feedback capacitor shunts the output of the integrating Op Amp to its inverting input. That feedback capacitor is shunted by a high impendence. The output of the integrating Op Amp is applied to the inverting input of a differentiator Op Amp by a first input capacitor and a first input impedance. A second input capacitor and a second input impedance connect the non-inverting input of the differentiator Op Amp to the non-inverting input of the integrating Op Amp. A first resistor connects the output of the differentiator Op Amp to its inverting input while a second resistor connects the non-inverting input of the differentiator Op Amp to ground. The high impedance is a pseudo-resistor.
- The principles of the present invention further provide for a multiplexed nanopore sensing network having an integrating first Op Amp, an integrating second Op Amp, and an integrating third Op Amp. A multiplexer receives the outputs of the first, second, and third Op Amps and selects one of them to be an output. Selection is based on applied control data. A differentiator Op Amp receives the selected output from the multiplexer and applies its output to an analog to digital converter. The ADC converts the differentiated output into a digital signal. The control data is applied by a multiplexing control block.
- The principles of the present invention further provide for a printed circuit board having an N×M array of nanopore sensors. The outputs of the N×M nanopore sensors are applied as inputs to a multiplexer of a multiplexed nanopore sensing network. The multiplexer outputs a selected one of the N×M nanopore sensor inputs based on received control data. A differentiator Op Amp differentiates the selected output and applies the differentiated signal to an analog to digital converter which converts the differentiated output into a digital signal. The control data is applied to the multiplexer by a multiplexing control block. An output module receives the digital signals from the ADC and outputs them in a suitable format for use by other devices.
- In practice the N×M nanopore sensors and the multiplexer share a common ground.
- The Nanopore sequencer of the invention, comprises an array of nanopores, wherein each nanopore provides an output (a current variation) that provides the input for a patch clamp amplifier comprising an integrating operational amplifier having an inverting input. The sequencer can be used to sequence or to characterize any linear molecule comprising subunits each of which has a different charge. For example it can be used to characterize a polynucleotide or a polypeptide where the bases or the amino acid residues, respectively, have different charges and therefore provide a characteristic signal when passing through the nanopore.
- The advantages and features of the present invention will become better understood with reference to the following detailed description and claims when taken in conjunction with the accompanying drawings, in which like elements are identified with like symbols, and in which:
-
FIG. 1 illustrates exemplified components of a nucleotide sequencer; -
FIG. 2 presents a process performed by the nucleotide sequencer to sequence nucleotides; -
FIG. 3 illustrates an example of a measuring device of the nucleotide sequence, wherein the measuring device uses a nanopore technique; -
FIG. 4 presents a process that may be implemented by the measuring device to measure ionic current caused by the movement of the nucleotide; -
FIG. 5 illustrates a schematic depiction of a resistive feedback amplifier; -
FIG. 6 illustrates a capacitive feedback amplifier that incorporate an integrator-differentiator configuration; -
FIG. 7 presents a process that may be performed by the amplifying device to amplify the ionic current received from the measuring device using the capacitive feedback amplifier in the integrator-differentiator configuration; -
FIG. 8 presents a process that may be performed by the amplifying device to amplify the ionic current received from the measuring device using the capacitive feedback amplifier in the integrator-differentiator configuration and a multiplexer; -
FIG. 9 illustrates a multiplexing network suitable for multi-nanopore sensing based on the capacitive feedback amplifier shown inFIG. 6 ; -
FIG. 10 presents a top-down view of a semiconductor chip that incorporates the multiplexing network shown inFIG. 9 ; -
FIG. 11 illustrates a cross-sectional view of a typical pad, ESD network, and amplifier; -
FIG. 12 illustrates a cross-sectional structure of a pad, ESD network, and amplifier for use in the semiconductor chip shown inFIG. 4 ; -
FIG. 13 presents a board-level configuration for multi-nanopore sensing using a multiplexing patch-clamp network chip as shown inFIG. 4 ; -
FIG. 14 presents a process that may be performed by the amplifying device to amplify the ionic current received from the measuring device using the resistive feedback amplifier in the integrator-differentiator configuration and a multiplexer; and -
FIG. 15 illustrates a multiplexing multi-nanopore sensing using resistive-feedback transimpedance patch clamp amplifiers. - The presently disclosed subject matter now will be described more fully hereinafter with reference to the accompanying drawings in which one embodiment is shown. However, it should be understood that this invention may take many different forms and thus should not be construed as being limited to the embodiment set forth herein.
- All documents and references referred to in this disclosure are hereby incorporated by reference for all purposes. In the figures like numbers refer to like elements throughout. Additionally, the terms “a” and “an” herein do not denote a limitation of quantity, but rather denote the presence of at least one of the referenced items.
- International application “Dual Pore Device” (WO 2013/012881) is hereby incorporated by reference in its entirety for all purposes. Additionally, the terms “a” and “an” herein do not denote a limitation of quantity, but rather denote the presence of at least one of the referenced items.
- Several embodiments of the nucleotide sequencer are described herein with reference to
FIGS. 1 to 15 . These embodiments of the nucleotide sequencer provide space-efficient, high throughput amplifiers suitable to be implemented on a high density semiconductor die. The high-density semiconductor die may be suitable for use on a circuit board having an array of nanopore sensors. For example, these embodiments of the nucleotide sequencer are suitable to be implemented as a patch clamp. - As shown in
FIG. 1 , various embodiments of thenucleotide sequencer 100 include ameasuring device 101, anamplifying device 102, and ananalyzing device 103. In some embodiments, the measuringdevice 101 manipulates a molecule as described below. The measuringdevice 101 may measure the ionic current produced by themolecule sample 104. The amplifyingdevice 102 amplifies the ionic current measured by the measuringdevice 101 and outputs voltage signals that are representative of the ionic current measured. The analyzingdevice 103 may perform analysis on the voltage signals, and displays results of theanalysis 105. -
FIG. 2 illustrates aprocess 200 that may be preformed by a nucleotide sequencer to sequence a nucleotide. Instep 201, the nucleotide sequencer begins by loading a sample molecule into a measuring device. In one embodiment of the nucleotide sequencer, the measuring device comprises a nanopore or an array of nanopores. Examples of the molecule include but not limited to: a double-stranded DNA, single stranded DNA, double-stranded RNA, single-stranded RNA, or DNA-RNA hybrid. Instep 202, a first voltage and a second voltage is applied to the measuring device. Instep 203, the voltages applied to the measuring device cause the molecule to move through the measuring device due to an electromagnetic field generated. Next, in step 204, the nanopore or nanopore array measures the ionic current generated by the movement of the molecule as it passes the nanopores. Instep 205, the amplifying device of the nucleotide sequencer amplifies the measured ionic current and outputs a voltage value that is representative of the measured ionic current instep 206. Lastly, the amplifying device may send the data that represents the measured currents to a computing device for analysis instep 207. In one embodiment, the computing device sequences the nucleotides based on the data that is received from the amplifying device. -
FIG. 3 shows an example of ameasuring device 300. The measuring device comprises anupper chamber 301, amiddle chamber 302, and alower chamber 303. The upper chamber is connected to the middle chamber through ananopore 309, and themiddle chamber 302 is connected to thelower chamber 303 through anothernanopore 310. The upper 301 and the 302 and 303 are configured to havelower chambers voltages 304 and 306 applied to them. In some embodiments, a patch clamp or a voltage clamp appliesvoltages 304 and 306 to the upper and the 301 and 303. The middle chamber is grounded 305 with respect to both the upper and thelower chambers 301 and 303. The appliedlower chamber voltages 304 and 306 generate 307 and 308, andforces 311 and 312 move in response to the attraction of the forces.molecules -
FIG. 4 represents aprocess 400 through which the measuring device of the nucleotide sequencer takes to measure and output the ionic current caused by the molecule. Instep 401, the sample molecule is loaded into the upper chamber of the device. Instep 402, a voltage is applied between the upper chamber and the middle chamber. Instep 403, another voltage is applied between the lower chamber and the middle chamber. In some embodiments, the voltage applied to the lower chamber and the upper chamber is of a different magnitude. In some embodiments, the voltage of the lower chamber is higher than the voltage of the upper chamber. In other embodiments, the voltage of the upper chamber is higher than the voltage of the lower chamber. In various embodiments, the voltage of one chamber (e.g. upper or lower) is twice the voltage of the other chamber (e.g. upper or lower). In various embodiments, the voltage may be less than twice. In various embodiments, the upper or lower chambers may be both positively charged. In various embodiments, the upper or the lower chambers may be both negatively charged. The voltages can be reset in order to bring out desired pattern of movement of the molecules or calibrated based on a known sample results. As the molecule passes the pores in 404 and 405, ionic current measurements are taken insteps step 406. In one embodiment, a patch clamp sets the voltages and measures the ionic current. In another embodiment, a voltage clamp sets the voltages and measures the ionic current. Lastly, instep 407, the measuring device passes data collected to an amplifying device for amplifying. - Several embodiments are directed to reducing the size of the elements of the amplifying device to enable high-throughput multi-nanopore sensing. Reducing the size of the elements of the amplifying device enables more elements to be placed on a die. For example, a die may have a dimension of 100 μm×100 μm; however, the specific dimensions provided are not meant to be limiting and implementations need not have equal size dimensions.
- In one embodiment of the nucleotide sequencer, a capacitive feedback transimpedance amplifier is used.
FIG. 6 shows an example of such anamplifier 600. Theamplifier 600 includes afeedback capacitor C F 607 in a parallel configuration with ahigh impendence Z 1 617 between an invertinginput 605 and an output 609 of anOp Amp 601. The output 609 of theOp Amp 601 is applied to the invertinginput 612 ofOp Amp 602 via balancing components comprised of acapacitor C 1 608 and shuntinghigh impedance Z 2 618.Capacitor C 1 608 and the shuntinghigh impedance Z 2 618 are parallel to one another. Thenon-inverting input 613 ofOp Amp 602 is connected to thenon-inverting input 606 ofOp Amp 601 by a capacitor C1 611 and shunting high impedance Z2 619 (the same as applied to the inverting input). Anoutput 614 ofOp Amp 602 is connected to the invertinginput 612 ofOp Amp 602 with aresistor R 2 610. In addition, a groundcontact resistance R 2 615 is connected to thenon-inverting input 613 ofOp Amp 602. Acommand voltage V CMD 604 is applied to thenon-inverting input 605 ofOp Amp 601. An ionic current 603 measured by a nanopore sensor is applied to the invertinginput 605 ofOp Amp 601. - The capacitive feedback transimpedance amplifier in
FIG. 6 is implemented in an integrator-differentiator configuration. The integrating portion of the amplifier includes the Op Amp 28, the feedback capacitor CF 24, and the shunting impedance Z1 26. The differentiating portion of the amplifier includes the Op Amp 36, the capacitor C1 30, the impedance Z2 32, and the resistor R2 34 is the differentiator. Here, Z1 26 and Z2 32 are high impedance paths used to set DC bias. The gain of the integrator-differentiator amplifier is: -
- In one embodiment, the amplifier is implemented with impedances Z1 and Z2 that have large impedance (for example, if Z1 and Z2 each has an impedance of 10MΩ, then each of 1/Z1 and 1/Z2 is 0.0000001, which is negligible in most cases; however, Z1 and Z2 need not to be in that order of magnitude to realize the present embodiment) then the values of 1/Z1 and 1/Z2 approach close to zero. Therefore, the gain of the amplifier becomes:
-
- The above equation shows that the pole in the denominator and the zero in the numerator cancel. This enables the amplifier of
FIG. 4 to achieve a wide bandwidth. - In one example, on-chip poly resistors (with resistance in the order of tens of MΩ or GΩ) can be used to realize the high impedance of
Z 1 617 andZ 2 618. In various embodiments, on-chip poly resistors may be a plurality resistors formed on the semiconductor die, and they may be used to implement high impedance. The length and width of an on-chip poly resistor is approximately in the 1 μm to 10 μm orders of magnitude. In another examples, reset switches are used in place ofZ 1 617 andZ 2 618. If reset switches are used, then means to reduce glitch noises from periodic resetting of the reset switches should be used. In yet another example, pseudo resistors are used to realize high impedance forZ 1 617 andZ 2 618. Pseudo resistors are linear resistances employing NMOS or PMOS transistor in a linear region for the purposes of setting DC paths and reducing the amplifier size. See, for example, R. R. Harrison and C. Charles, “A low-power low-noise CMOS amplifier for neural recording applications,” IEEE Journal of Solid-State Circuits, 38: 958-965, June 2003 and G. Ferrari, F. Gozzini, A. Molari and M. Sampietro, “Transimpedance amplifier for high sensitivity current measurements on nanodevices,” IEEE J. of Solid-State Circuits, vol. 44, no. 5, pp. 1609-1616, May 2009. - The input-referred noise current of the capacitive
feedback transimpedance amplifier 600 shown inFIG. 6 is directly proportional to CF. (See., B. Sakmann and E. Neher, “Single-channel recording,” Plenum Press, New York, 1995.) ReducingC F 607 can not only minimize the integrator area (the headstage) but also achieves a desired low input-referred noise current. Embodiments of the nucleotide sequencer overcome the noise problem caused by resistive feedback transimpedance amplifiers shown inFIG. 5 . - In one embodiment, the amplifying unit of the nucleotide sequencer uses the capacitive feedback transimpedance amplifier with the integrator-differentiator configuration to amplifying the measured ionic current outputted from the measuring device.
FIG. 7 represents aprocess 700 that amplify the measured ionic current using the amplifying device. Instep 701, the integrating portion of the capacitive feedback transimpedance amplifier receives an output ionic current from the measuring device. The measuring device could include an array of nanopore sensors. Then, instep 702, the output from the integrating portion is sent to the differentiating portion of the capacitive feedback transimpedance amplifier. In one approach, an individual differentiating portion is connected to an individual integrating portion. In another approach, multiple integrating portions are connected to one differentiating portion through the use of a multiplexer as discussed below. Given that the amplifier comprises of a transimpedance feedback, the resulting signal is a voltage value instead of a current value. Instep 703, the output(s) from the differentiating portion(s) are buffered. Instep 704, a digital to analog converter (ADC) converts the analog signal of the buffered output from the differentiating portion of the capacitive feedback transimpedance amplifier to digital signals. Instep 705, the digital signal is related to a computing device for analysis. The computing device can be any device with a process. Examples of the computing device include, but not limited to, a smart phone, tablet, personal computer, and laptop. The digital signal can be related to the computing device through a universal serial bus (USB) module, a wireless network, or any other wireless or wireless connection. - In one embodiment, a multiplexer is used to connect a plurality integrating portions of the capacitive feedback transimpedance amplifier to one differentiating portion. In one embodiment, the multiplexer is an analog time division multiplexer.
FIG. 8 represents aprocess 800 that the amplifying device with a multiplexer implementation takes to amplify the ionic current. Instep 801, the integrating portion of the capacitive feedback transimpedance amplifier receives an output ionic current from the measuring device. The measuring device could include an array of nanopore sensors. Then, instep 802, the outputs or output signals from the integrating portions are sent to a multiplexer. Instep 803, the multiplexer arranges the outputs from the integrating portions so that the multiplexer will send one output at a time to the differentiating portion every clock cycle. Given that the amplifier comprises of a transimpedance feedback, the resulting signal is a voltage value instead of a current value. Instep 804, a voltage value is output from the differentiating portion. Instep 805, the outputs from the differentiating portion are buffered. Instep 806, a digital to analog converter (ADC) converts the analog signal of the buffered output from the differentiating portion of the capacitive feedback transimpedance amplifier to digital signals. Instep 807, the digital signal is related to a computing device for analysis. The computing device can be any device with a process. Examples of the computing device include, but not limited to, a smart phone, tablet, personal computer, and laptop. The digital signal can be related to the computing device through a universal serial bus (USB) module, a wireless network, or any other wireless or wireless connection. -
FIG. 9 illustrates an N-integrator capacitive feedback multiplexed configuration based on capacitive feedback transimpedance amplifier with the integrator-differentiator configuration 900. In this example, each of N-number ofnanopore sensors 903 are connected to an inverting input 906 of each of N-number of integratingportions 904. Ananalog multiplexer 901 receives theoutputs 908 of each of the N-number of integratingportions 904. Each integratingportions 904 includes a feedback capacitor CF 905 and a high impedance Z1 905. In various embodiments eachnanopore sensor 903 shares a ground of theanalog multiplexer 901, but reference may be made to theground line 1306 ofFIG. 13 . Eachnanopore 903 cis chamber is connected to one and only one integratingportion 904 while all trans chambers and theanalog multiplexer 901 share the same ground. - Still referring to
FIG. 9 , all integratingportions 904 are turned on when a command voltage (VCMD) is provided on aDC biasing line 919 from a Multiplexing, Sampling Clock Generator, and Command voltage biasing block 902 (hereinafter M-SC-CV block 90). As discussed above, CF 905 has a capacitance in the picoFarad range to increase the gain while decreasing noise. - Also in
FIG. 9 , theanalog multiplexer 901 selects one of the outputs of the integratingportion 908 and connects that selected output to acapacitor 913 which in turn connects to the inverting input 909. The analog multiplexer applies the selected output to a differentiating portion comprising of acapacitor 913, adifferentiator Op Amp 910, and a feedback resistor R2 912. The non-inverting input 922 of thedifferentiator Op Amp 910 is grounded 923. Theoutput 924 of the differentiatingportion 910 is applied to the non-inverting input 915 of a unity gainbuffer Op Amp 911. The output of thebuffer Op Amp 911 is applied to an analog to digital converter (ADC) 916 whoseoutput 914 is made available via a USB interfacing module or awireless module 917. - The differentiating
portion 910 processes theoutputs 908 of all N-number integrating portions 904 via theanalog multiplexer 901. The selectedanalog multiplexer 901 channel is controlled by signals applied onbuss 919 by the M-SC-CV block 902. Theanalog multiplexer 901 is controlled in accord with asystem clock 918 of the M-SC-CV block 902, which is made available on a pad. Only one channel of theanalog multiplexer 901 is activated per system clock cycle. Theanalog multiplexer 901 may take theoutputs 908 of the N-number integrating portions and output a signal which combines the N-number integrating portions 904. The M-SC-CV block is connected to the non-inverting inputs of the integratingportions 904 via line 920. Finally the operations of theADC 916 are also controlled by the M-SC-CV block 902 via aline 925 to avoid signal glitches, induced noise, and/or to synchronize system operations. -
FIG. 10 presents a top-view layout of an N×M chip that implements the capacitive feedback transimpedance amplifier with a multiplexer shown inFIG. 6 (note: pads are not illustrated for clarity) along 4 sides. The configuration ofFIG. 10 arranges N-by-Mintegrator Op Amp 1006array 1001 in the center of achip 1000. The 1002, 1003, and 1004 are located around the chip periphery, the functional blocks include afunctional blocks row decoder 1002, commandvoltage bias circuitry 1003, multiplexer, differentiator, ADC, andencoder block 1004, andcolumn decoder 1005. Pad sizes and locations are however critical to an efficient layout. For example, if 100Op Amp array 1001 are integrated on the chip, at least 100 pads may be required to access the nanopore array. In that case 25 pads would be located on each side (assuming a 25×25 configuration). If each pad is 100 μm×100 μm with a pitch of 200 μm, 25 pads would occupy 5 mm on each side. Thus the chip would be more than 5 mm×5 mm As other 1002, 1003, 1004, and 1005 are needed and have their own inputs and outputs the number of pads needed increases, which in turn increases the size of the chip. In practice the pad dimensions end up controlling chip density. Therefore, in one embodiment, system may implement the area-efficient pad technique taught by L. Luh, J. Chroma, and J. Draper, “Area-efficient area pad design for high pin-count chips,” in Proc. IEEE Ninth Great Lakes Symp. VLSI, pp. 78-81, Mar. 1999. That area-efficient pad technique is used for high pin-count chips.functional blocks -
FIG. 11 illustrates a cross-sectional structure having apad 1100 comprised of atop metal layer 1101, a5th metal layer 1102, afourth metal layer 1103, athird metal layer 1104, asecond metal layer 1105 and afirst metal layer 1106. That cross-sectional structure also includes anESD network 1110 and anamplifier 1107. Because theamplifier 1107 is located in the center of the chip, theamplifier 1107 is connected to thepad 1100 andESD 1110 through the rather longfirst metal line 1108. InFIG. 11 it should be understood that thepad 1100 and theESD 1110 network are placed at the peripherals of the chip. - To increase chip density, rather than use the cross-sectional structure shown in
FIG. 11 , one approach implements the cross-sectional structure illustrated inFIG. 12 . As shown inFIG. 12 the cross-sectional structure has a pad 1200 comprised of atop metal layer 1201, a 5th metal layer 1202, afourth metal layer 1203, athird metal layer 1204, asecond metal layer 1205 and afirst metal layer 1206. However, thefirst metal layer 1201 is relatively short. This is achieved by integrating the ESD network and an integrator amplifier as an ESD+Amplifer network 1206 that is placed under the pad 1200 in the center of the chip. This enables a reduced chip size and/or a higher density. Flip-chip bonding can be used to connect the chip to a multi-nanopore array which is located on a printed-circuit board (PCB). -
FIG. 13 present a board-level configuration for multi-nanopore sensing using the inventive multiplexing technique in an integrated N×Marray multiplexing chip 1304 and an N×Mnanopore sensor array 1307 made ofnanopore sensors 1308. The N-by-Mnanopore sensor array 1307 has N×M cis chambers but only one trans chamber that is directly connected to the integrated N×Marray multiplexing chip 1304 by acommon ground line 1306. If the trans reservoir is placed in the top-right corner (beside 1,M chamber), the distance between the trans reservoir and the N,1 chamber may cause a parasitic resistance. That makes theground 1309 of the N,1 chamber different than the ground of the trans reservoir. To reduce the deleterious effects of the parasitic resistanceFIG. 13 incorporates a mesh-type trans-reservoir that is connected to the multiplexing chip ground through multiple metal lines 1305. This reduces the line parasitic resistance and normalizes the grounds to a common value. - In
FIG. 13 , the integrated N×Marray multiplexing chip 1304 outputs digital bit streams that are fed to awireless module 1302 and to aUSB interfacing module 1303. Of course, other types of interfaces could be used. Thewireless module 1302 wirelessly transmits data into a smart phone, tablet PC, or other receiving device. TheUSB interfacing module 1303 beneficially can be applied to a personal computer through a USB port. - The overall goal is to realize 1,000 or more patch clamp amplifiers on the N×M
array multiplexing chip 1304. However, it is also possible to simply use resistive-feedback amplifiers similar to that shown inFIG. 5 for multi-channel nanopore sensing. In that case, as previously noted the number of amplifier integrated onto a chip is limited by a size of the feedback resistor RF.FIG. 15 illustrates that case. - In various embodiments, the amplifying unit of the nucleotide sequencer uses the resistive feedback transimpedance amplifier with the integrator-differentiator configuration to amplifying the measured ionic current that is output from the measuring device. In various embodiments, the resistive feedback transimpedance amplifier is implemented with a pseudo-resistor.
FIG. 14 represents aprocess 1400 through which the measured ionic current is amplified with the amplifying device using resistive feedback and a multiplexer. Instep 1401, the integrating portion of the resistive feedback transimpedance amplifier receives an output ionic current from the measuring device. The measuring device could include an array of nanopore sensors. Then, instep 1402, the outputs from the integrating portions are sent to a multiplexer. Instep 1403, the multiplexer arranges the outputs from the integrating portions such that it will send one output at a time to the differentiating portion every clock cycle. Instep 1404, the differentiating portion outputs an resulting voltage value. Given that the amplifier comprises of a transimpedance feedback, the resulting signal is a voltage value instead of a current value. Instep 1405, the output(s) from the differentiating portion(s) are buffered. Instep 1406, a digital to analog converter (ADC) converts the analog signal of the buffered output from the differentiating portion of the resistive feedback transimpedance amplifier to digital signals. Instep 1407, the digital signal is related to a computing device for analysis. The computing device can be any device with a process. Examples of the computing device include but not limited to a smart phone, tablet, personal computer, and laptop. The digital signal can be related to the computing device through a universal serial bus (USB) module, a wireless network, or any other wireless or wireless connection. -
FIG. 15 illustrates the use of ananalog multiplexer 1501 and a shared differenceOp Amp amplifier 1510 with resistive feedbackintegrator Op Amps 1504 in a manner that still enables a reduction in overall dimensions, which enables more amplifiers per chip.FIG. 15 shows an N-integrator resistive feedback multiplexedconfiguration 1500 that is based on resistive feedback transimpedance amplifying with integrator-differentiator configuration as shown inFIG. 5 . In this example, each of N-number ofnanopore sensors 1503 are connected to an invertinginput 1506 of each of N-number ofintegrator Op Amps 1504. Each integratingportion 1504 includes afeedback resistor R F 1505. Not shown for clarity is that eachnanopore sensor 1503 shares the same ground as theanalog multiplexer 1501. Each nanopore cis chamber is connected to one and only oneintegrator Op Amp 1504 while all trans chambers and theanalog multiplexer 1501 share the same ground. - Still referring to
FIG. 15 , allintegrator Op Amps 1504 are turned on by a command voltage (VCMD) provided on aDC biasing line 1520 from a Multiplexing, Sampling Clock Generator, and Command voltage biasing block 1502 (herein after M-SC-CV block 520).R F 1505 is chosen to have a high value in the tens of MOhm or GOhm range. Smaller feedback resistors RF 1505 enablemore Op Amps 1504 but at the cost of gain. - Referring to
FIG. 15 , theanalog multiplexer 1501 selects one of theoutputs 1508 of the integratingportions 1504 and connects that selected output to aresistor R 1 1509, which applies the selected output to a gainamplifier Op Amp 1510 and to afeedback resistor R 2 1512. The output 1513 of the gainamplifier Op Amp 1510 is applied to thenon-inverting input 1515 of a unity gainbuffer Op Amp 1511. The output of 1514 thebuffer Op Amp 1511 is applied to an analog todigital converter 1516 whose output is made available on apad 1517. Thepad 1517 might connect to a USB interface module or a wireless module or some other type of output. - The gain
amplifier Op Amp 1510 is shared by all integrator Op-Amps 1540 via theanalog multiplexer 1510 and gain controls are used to adjust the actual value ofR 2 1512. The selectedanalog multiplexer 1501 channel is controlled by signals applied onbuss 1519 by the M-SC-CV block 1520. Theanalog multiplexer 1501 is controlled in accord with a system clock of the M-SC-CV block 1502, which is made available on apad 1518. Only one channel of theanalog multiplexer 1501 is activated per system clock cycle. Finally, the operation of the analog-to-digital converter (ADC) 1516 is also controlled by the M-SC-CV block 1502 via aline 1521 to avoid signal glitches, induced noise, and/or to synchronize system operations. - Comparing
FIG. 15 withFIG. 9 , inFIG. 15 the feedback capacitors CF 905 andC 1 913 ofFIG. 8 are replaced withresistors R F 1501 andR 1 1509. Since the feedback resistors RF are large, tens of MOhms or Giga ohms, the number of amplification channel is restricted. Using pseudo resistors enable the number of channels to be increased. As shown, the multiplexing electronics in -
FIG. 15 can be adopted to incorporate the same techniques which previously described for the multiplexing electronics using integrator-differentiator architecture. - Amplifier compensation is important. One approach to compensation is found in J. Kim, K. D. Pedrotti and W. B. Dunbar, “On-chip patch-clamp sensor for solid-state nanopore applications,” Electronics Letters, vol. 47, no. 15, pp. 844-846, Jul. 2011. That compensation technique reduces and avoids transient delays caused by input parasitic capacitances that occur when the command voltages used for DNA motion control during nanopore sensing change. Such compensation techniques can increase the number of amplification channels on a given size chip. Other compensation techniques are also known, see for example B. Sakmann and E. Neher, “Single-channel recording,” Plenum Press, New York, 1995 and P. Weerakoon, and et al., “An integrated patch-clamp potentiostat with electrode compensation,” IEEE Trans. on biomedical circuit and system, vol. 3, Apr. 2009. However, those teaching use rather complex structures that occupy a fair amount of chip area. This tends to limit the number of amplification channel on the chip. Thus, the teachings of J. Kim, K. D. Pedrotti and W. B. Dunbar show compensation technique in the multiplexing electronics.
- Therefore, it is to be understood that while the figures and the above description illustrate the present invention, they are exemplary only. They are not intended to be exhaustive or to limit the invention to the precise forms disclosed. Obviously, many modifications and variations are possible in light of the above teaching. Therefore, the present invention is to be limited only by the appended claims.
Claims (12)
1. A multiplexed nanopore sensing network, comprising:
(i) an integrating first operational amplifier;
(ii) an integrating second operational amplifier;
(iii) an integrating third operational amplifier;
wherein at least one of said integrating operational amplifiers comprises:
a first inverting input for receiving current from a nanopore sensor, said integrating operational amplifier further having a first non-inverting input and a first output;
a feedback capacitor connecting said first output to said first inverting input;
a feedback impedance in parallel with said feedback capacitor;
a differentiator operational amplifier having a second inverting input, a second non-inverting input, and a second output;
a first input capacitor connecting said second inverting input to said first output;
a first input impedance in parallel with said first input capacitor;
a second input capacitor connecting said second non-inverting input to said first non-inverting input;
a second input impedance in parallel with said second input capacitor;
a first resistor connecting said second output to said second inverting input; and
a second resistor connecting said second non-inverting input to ground;
wherein said feedback impedance is provided by a pseudo-resistor or an on-chip poly resistor, and
(iv) a multiplexer receiving the output of said first operational amplifier, and receiving the output of said second operational amplifier, and receiving the output of said third operational amplifier, wherein when in use said multiplexer outputs the output of said first operational amplifier when first control data is received, and outputs the output of said second operational amplifier when second control data is received, and outputs the output of said third operational amplifier when third control data is received;
(v) a differentiator operational amplifier that receives and differentiates said output of said multiplexer into a differentiated output;
(vi) an analog to digital converter that converts said differentiated output into a digital signal; and
(vii) a multiplexing control block adapted to selectively apply said first control data, said second control data, and said third control data to said multiplexer.
2. The multiplexed nanopore sensing network according to claim 1 , wherein said integrating first operational amplifier and said differentiator operational amplifier are compensated.
3. The multiplexed nanopore sensing network according to claim 1 , wherein said integrating first operational amplifier is a resistive feedback amplifier having a feedback resistance.
4. The multiplexed nanopore sensing network according to claim 3 , wherein said feedback resistance is controlled by a pseudo-resistor.
5. The multiplexed nanopore sensing network according to claim 1 , wherein said integrating first operational amplifier is a capacitive feedback amplifier having a feedback capacitor.
6. The multiplexed nanopore sensing network according to claim 5 , wherein said feedback capacitor is in parallel with a feedback impedance.
7. The multiplexed nanopore sensing network according to claim 6 , wherein said feedback impedance is applied by a pseudo-resistor.
8. The multiplexed nanopore sensing network according to claim 1 , wherein said multiplexing control block outputs a system clock, and wherein said multiplexing control block only applies control data output once per system clock.
9. The multiplexed nanopore sensing network according to claim 1 , further including:
a first nanopore sensor inputting a first signal into said integrating first operational amplifier;
a second nanopore sensor inputting a second signal into said integrating second operational amplifier; and
a third nanopore sensor inputting a third signal into said integrating third operational amplifier;
wherein said first nanopore sensor, said second nanopore sensor, said third nanopore senor and said multiplexer share a common ground.
10. The multiplexed nanopore sensing network according to claim 1 , wherein said integrating first operational amplifier includes:
an input pad having a first metal layer;
an ESD circuit; and
an operational amplifier;
wherein said ESD circuit and said operational amplifier are located directly below said input pad.
11. The multiplexed nanopore sensing network according to claim 1 comprising at least 2000 nanopore sensors.
12. The multiplexed nanopore sensing network according to claim 1 comprising at least 10000 nanopore sensors.
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| US6013923A (en) * | 1995-07-31 | 2000-01-11 | 1294339 Ontario, Inc. | Semiconductor switch array with electrostatic discharge protection and method of fabricating |
| JP3496612B2 (en) * | 2000-02-04 | 2004-02-16 | ヤマハ株式会社 | Electronic volume circuit |
| JP3476454B1 (en) * | 2002-10-01 | 2003-12-10 | 沖電気工業株式会社 | Signal amplification circuit |
| JP4061168B2 (en) * | 2002-10-16 | 2008-03-12 | 矢崎総業株式会社 | Ground fault detection device and insulation resistance measurement device |
| US6809313B1 (en) * | 2003-03-17 | 2004-10-26 | Sandia Corporation | Micro faraday-element array detector for ion mobility spectroscopy |
| US7390960B1 (en) * | 2003-07-18 | 2008-06-24 | Jeffrey Arnold | Electronic signal processor |
| TWI260141B (en) * | 2004-11-25 | 2006-08-11 | Sunplus Technology Co Ltd | Apparatus for removing DC offset and amplifying signal with variable gain simultaneously |
| JP2010206237A (en) * | 2009-02-27 | 2010-09-16 | Panasonic Corp | Amplification device and sensor module |
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2013
- 2013-10-28 US US14/438,868 patent/US9650670B2/en active Active
- 2013-10-28 WO PCT/US2013/067132 patent/WO2014066909A1/en not_active Ceased
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2017
- 2017-02-04 US US15/424,791 patent/US20170145481A1/en not_active Abandoned
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| US20210293776A1 (en) * | 2020-03-18 | 2021-09-23 | Nanodx, Inc. | Measurement systems and associated techniques for sensing electrical characteristics of a sensor |
| JP7729628B2 (en) | 2020-03-18 | 2025-08-26 | ナノディーエックス,インコーポレイテッド | Measurement system and related techniques for sensing electrical properties of sensors |
| US20230258593A1 (en) * | 2022-02-16 | 2023-08-17 | Western Digital Technologies, Inc. | Low noise amplifiers with feedback for nanopore applications |
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| US11940404B2 (en) * | 2022-02-16 | 2024-03-26 | Western Digital Technologies, Inc. | Low noise amplifiers with shields for nanopore Applications |
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Also Published As
| Publication number | Publication date |
|---|---|
| WO2014066909A1 (en) | 2014-05-01 |
| US9650670B2 (en) | 2017-05-16 |
| US20150337367A1 (en) | 2015-11-26 |
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