Phased nanopore array
阅读说明:本技术 相控纳米孔阵列 (Phased nanopore array ) 是由 S.费南德斯-戈梅斯 J.W.曼尼 于 2018-04-18 设计创作,主要内容包括:本文中描述的技术可以将具有不同相位的AC信号施加到纳米孔传感器芯片中的纳米孔单元的不同群组。当纳米孔单元的第一群组处于暗时段并且没有被模数转换器(ADC)采样或被最小采样来捕获有用数据时,纳米孔单元的第二群组处于亮时段,在此期间来自纳米孔的单元的第二群组的输出信号由模数转换器采样。ADC的参考电平设置基于施加的AC信号动态改变以充分利用ADC的动态范围。(When the th group of nanopore cells are in a dark period and are not sampled or minimally sampled by an analog-to-digital converter (ADC) to capture useful data, the second group of nanopore cells are in a bright period during which output signals from the second group of nanopore cells are sampled by the ADC.)
1, A sensor chip for nucleic acid sequencing, the sensor chip comprising:
sets of cells organized into N groups, N being two or more integers, each cell having a cell electrode configured to provide an AC signal to the cell for use in characterizing the nucleotides of a nucleic acid molecule, and
at least N circuits, each circuit of the at least N circuits configured to provide an individually configurable AC signal to or more cell electrodes of a respective group of or more cells of the N groups.
2. The sensor chip of claim 1, wherein each cell of said th set of cells comprises:
a common electrode configured to provide a second signal to a cell, the common electrode shared by two or more cells in the th group of cells.
3. The sensor chip of claim 2, wherein each cell of the th set of cells further comprises a nanopore positioned between the cell electrode and the common electrode, wherein the nanopore is configured to receive a label connected to a nucleotide and act as a variable resistor between a cell electrode and a common electrode.
4. The sensor chip of claim 2, wherein:
each cell in said th group of cells includes an integrating capacitor coupled to a cell electrode, an
Each circuit of the at least N circuits is configured to precharge the integration capacitors from a respective group of or more cells of the N groups with an AC signal.
5. The sensor chip of claim 4, wherein a precharged integration capacitor of a group of or more cells is configured to be charged or discharged by the second signal.
6. The sensor chip of claim 2, further comprising a sampling circuit coupled to the th set of cells, wherein:
the N circuits are configured to provide different AC signals to N groups; and
the sampling circuit is configured to selectively sample or more groups of voltage signals from or more cells of the N groups based on the AC signals provided to the N groups.
7. The sensor chip of claim 1, wherein said N circuits are configured to provide AC signals having different phases to different groups of or more cells of said N groups.
8. The sensor chip of claim 1, further comprising:
a second set of cells organized into N groups, each cell in the second set of cells having a cell electrode configured to provide an AC signal to the cell for characterizing a nucleotide of a nucleic acid molecule,
wherein each of the at least N circuits is configured to provide an individually configurable AC signal to or more cell electrodes of a respective group of the N groups of th group of cells and to or more cell electrodes of a respective group of the N groups of the second group of cells.
9. The sensor chip of claim 1, further comprising two or more fluidic channels, wherein cells in different fluidic channels are organized into different ones of the N groups.
10. The sensor chip of claim 1, wherein:
each of the at least N circuits includes a switch configured to alternately connect a cell electrode to two voltage levels; and
each switch is controlled by an AC control signal.
11. The sensor chip of claim 1, wherein:
each cell in the th group of cells includes a switch configured to alternately connect a cell electrode to two voltage levels;
each switch is controlled by an AC control signal;
each of the at least N circuits including or more switches of or more cells in a respective group, and
or more switches of or more cells in a respective group receive the same AC control signal.
12, A sensor chip for nucleic acid sequencing, comprising sets of cells, wherein each cell in the set of cells comprises:
a nanopore configured to receive a label linked to a nucleotide;
a membrane within which the nanopore resides, wherein the membrane functions as a capacitor and the nanopore functions as a resistor in the circuit;
a electrode electrically coupled to the circuit at the th end of the cell;
a second electrode electrically coupled to the circuit at a second end of the cell and shared by two or more cells in the set of cells; and
a control circuit configured to:
applying a AC signal through the th electrode to precharge the capacitor, and
a second signal is applied through the second electrode to charge or discharge the pre-charged capacitor via the nanopore.
A sensor chip for nucleic acid sequencing of the species , comprising:
sets of cells organized into N groups, N being two or more integers, each cell having a cell electrode configured to provide an AC signal to the cell for use in characterizing a nucleotide of a nucleic acid molecule;
an analog-to-digital converter (ADC) coupled to the th group of cells and configured to convert output signals from the th group of cells, an
A control circuit configured to:
applying an th AC signal to a th group of cells of the N groups of cells;
applying a second AC signal to a second group of cells in the N groups of cells, wherein the th AC signal and the second AC signal have different phases, and
during the th portion of the th AC signal, the ADC is caused to convert output signals from the th group of cells, while not converting output signals from the second group of cells.
14, a method of nucleic acid sequencing using a sensor chip comprising sets of cells, the method comprising:
applying an th AC signal to a th group of cells in the set of cells;
applying a second AC signal to a second group of cells in the set of cells, wherein the th AC signal and the second AC signal have different phases;
sampling output signals from the group of cells using an analog-to-digital converter (ADC) during the portion of the AC signal without sampling output signals from the second group of cells, and
during a second portion of the th AC signal, output signals from the second group of cells are sampled using the ADC, while output signals from the th group of cells are not sampled.
15, computer product comprising a computer readable medium storing a plurality of instructions for controlling a computer system to perform the operations of any of the above methods.
Background
Nanomembrane devices having a pore size of about nanometers in internal diameter show promise in rapid nucleotide sequencing.
As an alternative to a DNA molecule (or other nucleic acid molecule to be sequenced) moving through a nanopore, the molecule (e.g., the nucleotide added to the DNA strand) may include a specific label of a specific size and/or structure. The ionic current or voltage (e.g., at an integrating capacitor) in a circuit including the nanopore can be measured as a way of measuring the nanopore resistance corresponding to the molecule, thereby allowing detection of a particular molecule in the nanopore as well as a particular nucleotide at a particular location of the nucleic acid.
Nanopore-based sequencing sensor chips can be used for DNA sequencing. Nanopore-based sequencing sensor chips may incorporate a large number of sensor units configured as an array for parallel DNA sequencing. For example, a nanopore based sequencing sensor chip may include 100,000 or more cells arranged in a two-dimensional array for sequencing 100,000 or more DNA molecules in parallel. It may be difficult to fit so many cells into the sensor chip without compromising the measurement. It may also be difficult to efficiently operate the circuitry on such sensor chips.
Disclosure of Invention
The techniques described herein may also be applied to systems that use a periodically changing DC bias, which may also have "dark" periods when the electrodes are recharged.
According to examples, for nucleic acids: (For exampleDNA) sequencing sensor chip includes a th set of cells organized into N groups, where N is two or more integers, each cell including a cell electrode configured to provide an AC signal to the cell for characterizing nucleotides of a nucleic acid molecule.
According to another embodiments, a sensor chip for nucleic acid sequencing includes sets of cells each cell of the set of cells may include a nanopore configured to receive a tag connected to a nucleotide, a membrane in which the nanopore resides, wherein the membrane functions as a capacitor in a circuit and the nanopore functions as a resistor, a electrode electrically coupled to the circuit on a th end of the cell, and a second electrode coupled to the circuit on a second end of the cell and shared by two or more cells of the set of cells.
According to another embodiments, the method of nucleic acid sequencing using a sensor chip comprising sets of cells can comprise applying a st AC signal to a th group of cells in the set of cells and applying a second AC signal to a second group of cells in the set of cells, wherein the th AC signal and the second AC signal have different phases the method can further comprise sampling output signals from the th group of cells using an analog-to-digital converter (ADC) and not sampling output signals from the second group of cells during the th portion of the st AC signal the method can further comprise sampling output signals from the second group of cells using an ADC and not sampling output signals from the th group of cells during the second portion of the th AC signal.
These and other embodiments of the invention are described in detail below. For example, other embodiments are directed to systems, devices, and computer-readable media associated with the methods described herein.
In other words, the present invention provides sensor chips for nucleic acid sequencing, the sensor chip including a th set of cells organized into N groups, N being two or more integers, each cell having a cell electrode configured to provide an AC signal to the cell for characterizing a nucleotide of a nucleic acid molecule, and at least N circuits, each circuit of the at least N circuits configured to provide an individually configurable AC signal to or more cell electrodes of a respective group of or more cells of the N groups.
Each cell of the th set of cells may further steps include a nanopore positioned between the cell electrode and the common electrode, wherein the nanopore is configured to receive a marker connected to a nucleotide and act as a variable resistor between the cell electrode and the common electrode, each cell of the th set of cells may further steps include an integration capacitor coupled to the cell electrode, and each circuit of the at least N circuits may be configured to precharge the integration capacitor of a respective group of or more cells from the N groups with an AC signal.
The sensor chip may further include a sampling circuit coupled to the second group of cells, wherein the N circuits are configured to provide different AC signals to the N groups, and the sampling circuit is configured to selectively sample voltage signals from 1 or more groups of 0 or more cells of the N groups based on the AC signals provided to the N groups, during a 2 nd time period, the voltage level of the AC signal provided to the 5 or more cell electrodes of the 4 th group of 3 or more cells of the N groups may be higher than the voltage level of the second signal provided to the common electrode of the 7 th group of 6 or more cells, the voltage level of the AC signal provided to the 9 or more cell electrodes of the second group of 8 or more cells of the N groups may be lower than the voltage level of the second signal provided to the common electrode of the second group of the one or more cells, and the sampling circuit may be configured to dynamically sample voltage signals from the second group of 1 or more cells of the 0 or 2 or more cells at a sampling rate that the voltage level of the second group of 3 or more cells is lower than the voltage level of the second signal provided to the second group of the 6 or more cells, and the sampling circuit is configured to dynamically sample voltage levels of the second group of the second sampling cells provided to the second group of the N or more cells at a sampling rate that the voltage level of the second sampling circuit and the second sampling circuit is lower than the voltage level of the second sampling circuit, wherein the sampling circuit is configured to sample voltage level of the second sampling unit.
The second signal may be a second AC signal having a frequency lower than a frequency of the AC signal, or may be a DC signal, the N circuits may be configured to provide the AC signals having different phases to different groups of or more cells of the N groups.
The sensor chip may further include a second set of cells organized into N groups, each cell in the second set of cells having a cell electrode configured to provide an AC signal to the cell for characterizing nucleotides of the nucleic acid molecule, wherein each circuit of the at least N circuits is configured to provide an individually configurable AC signal to a respective group of or more cell electrodes in the N groups of the set of cells and a respective group of or more cell electrodes in the N groups of the second set of cells, the sensor chip may further include a a sampling circuit coupled to the set of cells and configured to selectively sample voltage signals from or more groups of the N groups of the set of cells, and a second sampling circuit coupled to the second set of cells and configured to selectively sample voltage signals from or more groups of the N groups of the second set of cells.
The sensor chip may also include two or more fluidic channels, wherein cells in different fluidic channels are organized into different ones of N groups, each of the at least N circuits may include a switch configured to alternately connect a cell electrode to two voltage levels, and each switch is controlled by an AC control signal, each of the N groups may include at least cells.
Each cell in the th set of cells can include a switch configured to alternately connect the cell electrodes to two voltage levels, each switch controlled by an AC control signal, wherein each circuit of the at least N circuits includes or more switches of or more cells in a respective group, and or more switches of or more cells in the respective group receive the same AC control signal.
The present invention also provides sensor chips for nucleic acid sequencing, including a set of cells, wherein each cell of the set of cells includes a nanopore configured to receive a label connected to a nucleotide, a membrane within which the nanopore resides, wherein the membrane functions as a capacitor and the nanopore functions as a resistor in a circuit, a electrode electrically coupled to the circuit on a end of the cell, a second electrode coupled to the circuit on a second end of the cell and shared by two or more cells of the set of cells, and a control circuit configured to apply a AC signal through the electrode to precharge the capacitor, and a second signal through the second electrode to charge or discharge the precharged capacitor via the nanopore.
In this case, the electrode of each cell may be independent of the electrodes of the other cells in the set of cells each cell in the set of cells may further include an integrating capacitor, and the control circuit may be further configured to apply a AC signal through the electrode to precharge the integrating capacitor, and a second signal through the second electrode to charge or discharge the precharged integrating capacitor via the nanopore.
The present invention also provides a sensor chip for nucleic acid sequencing comprising sets of cells organized into N groups, N being two or more integers, each cell having a cell electrode configured to provide an AC signal to the cell for characterizing a nucleotide of a nucleic acid molecule, an analog-to-digital converter (ADC) coupled to the set of cells and configured to convert an output signal from the set of cells, and a control circuit configured to apply a th AC signal to the th group of cells of the N groups of cells, apply a second AC signal to a second group of cells of the N groups of cells, wherein the th AC signal and the second AC signal have different phases, and during the th portion of the AC signal, cause the ADC to convert the output signal from the th group of cells without converting the output signal from the second group of cells.
The present invention also provides methods of nucleic acid sequencing using a sensor chip comprising sets of cells, the method comprising applying a th AC signal to a th group of cells in the set of cells, applying a second AC signal to a second group of cells in the set of cells, wherein the th AC signal and the second AC signal have different phases, sampling output signals from the th group of cells using an analog-to-digital converter (ADC) without sampling output signals from the second group of cells during a th portion of the th AC signal, and sampling output signals from the second group of cells using the ADC without sampling output signals from the th group of cells during a second portion of the th AC signal.
Applying the AC signal to the group of cells in the set of cells can include applying the AC signal to the cell electrode of each cell in the group of cells, and applying the second AC signal to the second group of cells in the set of cells can include applying the second AC signal to the cell electrode of each cell in the second group of cells.
The method may further comprise the step of applying a common signal to a common electrode shared by the set of cell groups, wherein the common signal is a DC signal or a third AC signal having a frequency less than the frequency of the th AC signal and the frequency of the second AC signal, and the method may further comprise the step of sampling output signals from both the second group of cells and the th group of cells using the ADC during a third portion of the th AC signal, and the reference level setting for the ADC based on the th AC signal and the second AC signal may be changed.
The present invention also provides a computer product comprising a computer readable medium storing a plurality of instructions for controlling a computer system to perform the operations of any of the above methods.
The invention further provides systems that include the disclosed computer product and or more processors for executing instructions stored on a computer readable medium.
Drawings
Fig. 1 is a top view of an embodiment of a nanopore sensor chip having an array of nanopore cells.
Figure 2 illustrates an embodiment of a nanopore cell in a nanopore sensor chip that may be used to characterize a polynucleotide or polypeptide.
Fig. 3 illustrates an embodiment of a nanopore unit performing nucleotide sequencing by using a nanopore-based sequencing-by-synthesis (nano-SBS) technique.
Fig. 4 illustrates an embodiment of a circuit in a nanopore cell.
Fig. 5 shows example data points captured from a nanopore cell during the light and dark periods of an AC cycle.
Fig. 6 is a cross-sectional view illustrating an array of nanopore cells in a nanopore sensor chip.
Fig. 7 is a top view of an array of example nanopore cells comprising a two-dimensional array of nanopore cells.
Fig. 8 is a schematic diagram of an array of example nanopore cells including a two-dimensional array of nanopore cells.
Fig. 9 illustrates an example data sample captured from a nanopore cell in a column of a nanopore cell array.
Fig. 10 is a schematic diagram of an example nanopore cell array comprising a two-dimensional array of nanopore cells, according to certain aspects of the present disclosure.
Fig. 11 illustrates example control signals for an array of nanopore cells, in accordance with certain aspects of the present disclosure.
Fig. 12 illustrates an example data sample captured from a nanopore cell in a column of a nanopore cell array, in accordance with certain aspects of the present disclosure.
Fig. 13 illustrates example control signals for a nanopore cell array, in accordance with certain aspects of the present disclosure.
Fig. 14A illustrates a fixed reference level for an ADC in a nanopore sensor chip according to certain aspects of the present disclosure.
Fig. 14B illustrates a variable reference level for an ADC in a nanopore sensor chip according to certain aspects of the present disclosure.
Fig. 15 is a flow diagram illustrating an example method of nucleic acid sequencing using a sensor comprising sets of cells, according to certain aspects of the present disclosure.
Fig. 16 is a block diagram of an example computer system that may be used with the system and method according to certain aspects of the present disclosure.
Definition of
Nucleic acid "It may refer to deoxyribonucleotides or ribonucleotides and polymers thereof in either single-or double-stranded form. The term may include nucleic acids that comprise known nucleotide analogs or modified stem residues or linkages, which are synthetic, naturally occurring, and non-naturally occurring, that have similar binding properties as the reference nucleic acid, and that are metabolized in a manner similar to the reference nucleotide. Examples of such analogs can include, without limitation, phosphorothioates, phosphoramidites, methylphosphonates, chiral methylphosphonates, 2-O-methyl ribonucleotides, Peptide Nucleic Acids (PNAs). The term nucleic acid is used interchangeably with gene, cDNA, mRNA, oligonucleotide, and polynucleotide.
The term "template" may refer to a single-stranded nucleic acid molecule that is copied into the complementary strand of DNA nucleotides for DNA synthesis in cases, a template may refer to the sequence of DNA that is copied during synthesis of mRNA.
The term "primer" may refer to a short nucleic acid sequence that provides a point of initiation for DNA synthesis. Enzymes that catalyze DNA synthesis (such as DNA polymerases) can add new nucleotides to primers for DNA replication.
As used herein, the term "Column(s) of"may generally refer to a nanopore cell in an array of nanopore cells sharing sampling and conversion circuitry. The nanopore cells in a column may or may not be physically fabricated in a column on the nanopore sensor chip.
As used herein, the term "light period" may refer generally to to a time period when a label of a labeled nucleotide is forced into a nanopore by an electric field applied via an AC signal the term "dark period" may refer generally to to a time period when a label of a labeled nucleotide is pushed out of a nanopore by an electric field applied via an AC signal.
Detailed Description
The technology disclosed herein relates to nanopore-based nucleic acid sequencing, and more particularly to increasing data sampling rates by a nanopore-based sequencing sensor chip that includes a large number of parallel sequencing nanopore cells.
Examples of such events may include unbound nucleotide labels entering the nanopore briefly, nucleotides bound briefly but not catalyzed, and nucleotides catalyzed quickly (potentially following the same nucleotides catalyzed at the next positions), however, there is an upper limit on the possible sampling rate due to, for example, limited sampling and conversion speed of the analog-to-digital converter and/or limited bandwidth of the bus, data storage device, or data processing circuitry.
The AC signal may be used in Nano-SBS to improve the lifetime of a nanopore sensor chip comprising an array of nanopore cells. For example, a constant level may be applied to the working electrode of each nanopore cell in the nanopore sensor chip, and a common AC signal may be applied to the shared counter electrode of the nanopore cell. In this example, each nanopore cell undergoes an AC cycle with substantially the same phase. Each AC cycle may include a light period (labels may be pushed into the nanopore for identifying nucleotides) and a dark period, where the duty cycle may be low (i.e., the dark period may be much longer than the light period). Thus, all nanopore cells of the nanopore sensor chip will be in either a light period or a dark period at approximately the same time.
During the light period, the data sampling and conversion circuitry associated with the nanopore cells in the column may sample and convert the output voltage signal from each nanopore cell in the column sequentially, as part identifying the label and thus incorporating the nucleotide, the AC signal draws (passes) the bound nucleotide label into the nanopore during the light period, and the signal thus measured provides information about which label (and therefore which nucleotide) is currently bound.
Furthermore, for nanopore sensor chips with high cell density, a single sampling and conversion circuit may serve multiple cells. Thus, each cell may be sampled at a rate much lower than the full sampling rate of the sampling and conversion circuit.
The technology disclosed herein solves the above problem by applying AC signals having different phases to different nanopore cells in a column, such that when nanopore cells in a column are in a dark period, the same other nanopore cells in column are in a light period.
In this manner, at any given time, the data sampling and conversion circuitry may sample and convert output voltage signals from portions of the nanopore cells in a column that are in a bright period, with the dark period being minimally sampled, for example, only for the purpose of return .
Nanopore-based sequencing chip
FIG. 1 is a top view of an embodiment of a
In embodiments,
In some embodiments,
Nanopore sequencing unit
A.Nano meterPore sequencing unit structure
Fig. 2 illustrates an embodiment of an example
As shown in FIG. 2,
Working
The well 205 formed by the
As also shown in FIG. 2, a membrane may be formed on top of the
As shown, the
The
Counter Electrode (CE) 210 may be an electrochemical potential sensor in embodiments,
in some embodiments, various checks may be made during creation of the nanopore cell as part of of the calibration once the nanopore cell is created, additional calibration steps may be performed, such as for identifying nanopore cells that perform as desired (e.g., nanopores in the cell).
B.Detection signal of nanopore sequencing unit
Nanopore cells in a nanopore sensor chip, such as
FIG. 3 illustrates an embodiment of a
In embodiments, an enzyme (e.g., polymerase 334, such as a DNA polymerase) may be associated with
As used herein, a "loaded" or "passed through" tag can be that are positioned in and/or remain in or near a nanopore for a considerable amount of time (e.g., 0.1 milliseconds (ms) to 10,000 ms.) in cases, the tag is loaded into the nanopore prior to release from the nucleotide in instances, the probability that the loaded tag passes through (and/or is detected by) the nanopore upon a nucleotide incorporation event after being released is suitably high, e.g., 90% to 99%.
In embodiments, the conductance of the
In cases, of the labeled nucleotides may not match (complementary base) the current location of the nucleic acid molecule (template). labeled nucleotides that do not base pair with the nucleic acid molecule may also pass through the nanopore.these unpaired nucleotides may be rejected by the polymerase on a time scale that is shorter than the time scale at which the properly paired nucleotides remain associated with the polymerase.
In some embodiments, a Direct Current (DC) signal may be applied to the nanopore cell (e.g., such that the direction in which the label moves through the nanopore is not reversed). however, operating the nanopore sensor for a long period of time by using direct current may change the composition of the electrodes, unbalance the concentration of ions across the nanopore, and have other undesirable effects that can affect the lifetime of the nanopore cell.
The ability to recharge the electrode during an AC detection cycle can be advantageous when using sacrificial electrodes, electrodes that change molecular properties in a current carrying reaction (e.g., electrodes comprising silver), or electrodes that change molecular properties in a current carrying reaction.
Suitable conditions for measuring ionic current through a nanopore are known in the art, and examples are provided herein. measurements can be performed Using voltages applied across the membrane and the pore in some embodiments, the voltages used may range from-400 mV to +400 mV. are preferably in a range having a lower limit selected from-400 mV, -300 mV, -200 mV, -150 mV, -100 mV, -50 mV, -20 mV, and 0mV, and an upper limit independently selected from +10 mV, +20 mV, +50 mV, +100 mV, +150 mV, +200 mV, +300 mV, and +400 mV. the voltages used may more preferably be in the range of 100mV to 240mV, and most preferably in the range of 160mV to 240 mV. it is possible to increase the distinction between different nucleotides by nanopore Using an increased applied potential by Using an AC waveform and labeled nucleotides to sequence Nucleic acids on day 6 of 2013, entitled "guanine",.
C.Circuit of nanopore sequencing unit
FIG. 4 illustrates an embodiment of a nanopore cell, such as circuit 400 in nanopore cell 200 (which may include part of
Fig. 4 also shows an electrical model 422, which represents the electrical properties of the working electrode (e.g., working electrode 202) and the lipid bilayer (e.g., lipid bilayer 214). Electrical model 422 includes a capacitor 426 (C) that models a capacitance associated with the lipid bilayerBilayer) And a resistor 428 (R) that models a variable resistance associated with the nanoporePORE) Which may vary based on the presence of a particular label in the nanopore. Electrical model 422 also includes a capacitor 424, capacitor 424 having a double layer capacitance (C)Double Layer) And represents the electrical properties of working
The pass-through device 406 is an switch that may be used to connect or disconnect the lipid bilayer and the working electrode from the circuit 400 the pass-through device 406 may be controlled by a memory bit to enable or disable the voltage excitation to be applied across the lipid bilayer in the nanopore cell.
The circuit 400 may further include an on-chip integrating capacitor 408 (n)cap). The integrating capacitor 408 may be pre-charged by closing the switch 401 using the preset signal 403 such that the integrating capacitor 408 is connected to the voltage source VPRE405. In embodiments, voltage source VPRE405 provides a constant positive voltage having a magnitude of, for example, 900 mV. When switch 401 is closed, integrating capacitor 408 may be precharged to voltage source VPRE405.
After the integration capacitor 408 is precharged, the preset signal 403 may be used to open the switch 401 such that the integration capacitor 408 is driven from the voltage source VPRE405 is disconnected. At this point, depending on the voltage source VliqTo the electrode 210May be at a higher level than the potential of the working electrode 202 (and the integrating capacitor 408), or vice versa. For example, in the case of a voltage from a voltage source VLIQDuring a positive phase of the square wave (e.g., a light or dark period of an AC voltage source signal cycle), the potential of the
The integrating capacitor 408 may be charged or discharged for a fixed period of time depending on the sampling rate of the analog-to-digital converter (ADC) 410, which may be higher than 1 kHz, 5 kHz, 10 kHz, 100 kHz or more. For example, with a sampling rate of 1 kHz, the integration capacitor 408 may be charged/discharged for a period of about 1ms, and then the voltage level may be sampled and converted by the ADC 410 at the end of the integration period. A particular voltage level will correspond to a particular label species in the nanopore and thus to the nucleotide at the current location on the template.
After being sampled by the ADC 410, the integrating capacitor 408 may be precharged again by closing the switch 401 using the preset signal 403, so that the integrating capacitor 408 is again connected to the voltage source VPRE405. The following steps may be repeated in cycles throughout the sequencing process: to precharge the integration capacitor 408, a fixed period of time is waited for the integration capacitor 408 to charge or discharge, and the voltage level of the integration capacitor is sampled and converted by the ADC 410.
The digital processor 430 may process the ADC output data, for example, for binning , data buffering, data filtering, data compression, data reduction, event extraction, or assembly of ADC output data from an array of nanopore cells into various data frames in embodiments, the digital processor 430 may perform downstream processing of steps, such as base determination.
Another four possible states of the nanopore each correspond to a state when of four different types of label-attached polyphosphate nucleotides (A, T, G or C) are held in the nanopore barrel tube, another possible state of the nanopore is when the phospholipid bilayer is ruptured.
When the voltage level on the integrating capacitor 408 is measured after a fixed period of time, different states of the nanopore may result in measurement of different voltage levels. This is because the rate at which the voltage across the integration capacitor 408 decays (either decreases through discharge or increases through charge), i.e., the steepness of the slope of the voltage versus time curve across the integration capacitor 408, depends on the nanopore resistance (e.g., resistor R)PORE428 resistance). More specifically, where the resistances associated with nanopores in different states differ due to the different chemical structures of the molecules (of the labels), different corresponding rates of voltage decay may be observed and used to identify the different states of the nanopores. The voltage decay curve may be an exponential curve having an RC time constant τ = RC, where R is a resistance associated with the nanopore (i.e., RPORE428) And C is in parallel with R and the membrane (i.e., capacitor 426 (C)Bilayer) Associated capacitance). The time constant of the nanopore cell may be, for example, about 200 and 500 ms. The decay curve may not fit exactly to the exponential curve due to the detailed implementation of the bilayer, but the decay curve may resemble an exponential curve and be monotonic in thatAllowing detection of the label.
In some embodiments, the resistance associated with the nanopore in the open channel state may be in the range of 100 MOhm to 20 GOhm in some embodiments, the resistance associated with the nanopore in the state where it is labeled inside the nanopore barrel may be in the range of 200 MOhm to 40 GOhm in other embodiments, the integrating capacitor 408 may be omitted because the voltage to the ADC 410 will still vary due to voltage decay in the electrical model 422.
The decay rate of the voltage across the integrating capacitor 408 can be determined in different ways. As explained above, the rate of voltage decay may be determined by measuring the voltage decay during a fixed time interval. For example, the voltage on the integrating capacitor 408 may be measured first by the ADC 410 at time t1, and then the voltage is measured again by the ADC 410 at
For example, the time required for the voltage to drop or increase from the th voltage level V1 to the second voltage level V2 may be measuredcap408 and thus a measure of the state of the nanopore cell. Those skilled in the art will appreciate various circuits that may be used to measure nanopore resistance, including, for example, amperometric techniques.
In embodiments, circuit 400 may not include pass-through devices fabricated on a chip (e.g., such asPass device 406) and an additional capacitor (e.g., integrating capacitor 408 (n)cap) To facilitate a reduction in the size of nanopore-based sequencing chips. Due to the thin nature of the membrane (lipid bilayer), compared to a separate membrane (e.g., capacitor 426 (C)Bilayer) Associated capacitance) may be sufficient to create the required RC time constant without requiring additional on-chip capacitance. Thus, the capacitor 426 may be used as an integrating capacitor and may pass the voltage signal VPREIs pre-charged and then passes a voltage signal VLIQIs discharged or charged. Eliminating additional capacitors and pass-through devices that would otherwise be fabricated on the chip in the circuit can significantly reduce the footprint of a single nanopore cell in a nanopore sequencing chip, facilitating scaling of the nanopore sequencing chip to include more and more cells (e.g., millions of cells in a nanopore sequencing chip).
D.Data sampling in nanopore cells
To perform nucleic acid sequencing, an integrating capacitor (e.g., integrating capacitor 408 (n)cap) Or capacitor 426 (C)Bilayer) Voltage levels may be sampled and converted by an ADC (e.g., ADC 410) while labeled nucleotides are added to the nucleic acid. The label of the nucleotide may be pushed into the nanopore barrel by an electric field across the nanopore applied via the counter and working electrodes, for example when the applied voltage is such that VLIQBelow VPREThat time.
Through the hole
The pass event is when a labeled nucleotide is attached to a template (e.g., a nucleic acid fragment) and labeled into and out of the barrel tube of the nanopore. This may occur multiple times during a pass through event. When the tag is in a barrel of the nanopore, the resistance of the nanopore may be higher and a lower current may flow through the nanopore.
During sequencing, the tag may not be in the nanopore (referred to as an open channel state) in AC cycles, where the current is highest due to the lower resistance of the nanopore.
Light and dark periods
For example, in embodiments, the AC voltage signal may be applied across the system at, for example, about 100Hz, and the acquisition rate of the ADC may be about 2000 Hz. per cell so there may be about 20 data points (voltage measurements) captured per AC cycle (cycle of the AC waveform.) the data points corresponding to cycles of the AC waveform may be referred to as a setLIQBelow VPREA subset captured at the time, which may correspond to a bright mode (period) in which the marker is forced into the barrel of the nanopore, another subset may correspond to a dark mode (period) in which when, for example, VLIQHigher than VPREAt this time, the tag is pushed out of the nanopore barrel by the applied electric field.
Measured voltage
For each data point, when switch 401 is open, at the integrating capacitor (e.g., integrating capacitor 408 (n)cap) Or capacitor 426 (C)Bilayer) Voltage at) will be taken as the pass VLIQAs a result of charging/discharging, in a decaying manner, e.g. as when VliqHigher than VPREFrom V at the timePRETo VLIQIncrease of (2), or when VLIQBelow VPREFrom V at the timePRETo VliqIs reduced. The final voltage value may be from V when the working electrode is chargedLIQAnd (4) deviating. The rate of change of the voltage level on the integrating capacitor may be governed by the resistance value of the bilayer, which may include a nanopore, which in turn may include molecules (e.g., labels of labeled nucleotides) in the nanopore. The voltage level may be measured at a predetermined time after the switch 401 is turned off.
The switch 401 may operate at the data acquisition rate. The switch 401 may be closed for a relatively short period of time between two data acquisitions, typically just after a measurement by the ADC. The switch allows for multiple data points to be collected for each cycle. If the switch 401 remains open, the voltage level on the integrating capacitor, and thus the output value of the ADC, will completely decay and stay there. Such multiple measurements may allow for higher resolution with fixed ADCs (e.g., the measurements may be averaged due to a larger number of 8-14 bits of measurements). The plurality of measurements may also provide kinetic information about the molecules passing into the nanopore. The timing information may allow a determination of how long the crossing occurred. This can also be used to help determine whether a plurality of nucleotides added to a nucleic acid strand are being sequenced.
Fig. 5 shows example data points captured from a nanopore cell during the light and dark periods of an AC cycle. In fig. 5, changes in data points are exaggerated for illustrative purposes. Voltage (V) applied to working electrode or integrating capacitorPRE) At a constant level, such as for example 900 mV. A voltage signal 510 (V) applied to the counter electrode of the nanopore cellLIQ) Is an AC signal shown as a rectangular wave, where the duty cycle may be any suitable value, such as less than or equal to 50%, for example about 40%.
During the
As shown in fig. 5, at VLIQThe th data point 522 (which is also referred to as the th point increment (FPD)) in the bright period after the change in sign of the signal may be lower than the
During the dark period 530, the voltage signal 510 (V) applied to the counter electrodeLIQ) Higher than the voltage (V) applied to the working electrodePRE) So that any labels will be pushed out of the nanopore barrel. When switch 401 is open, the voltage at the measurement node increases because of voltage signal 510 (V)LIQ) At a voltage level higher than VPRE. After the voltage data point is captured (e.g., after a specified time period), switch 401 may be closed and the voltage at the measurement node will again decrease back to VPREThus, multiple data points may be captured during the dark period, including
Fig. 5 also shows the voltage signal 510 (V) applied to the counter electrode during the
It may be expected that the measured voltage during the light or dark period is about the same for each measurement of the constant resistance of the nanopore (e.g., made during the light mode of a given AC cycle when markers are in the nanopore), but when the charge is on the double layer capacitor 424 (C)Double Layer) This may not be the case, as the charge buildup may cause the time constant of the nanopore cell to become longer, as a result, the voltage level may shift such that the measured value decreases for each data point in the cycle, thus, the data point may change slightly from one data point to another data point within the cycle, as shown in FIG. 5.
Determination of base
After return , embodiments may determine voltage clusters for the channels traversed, where each cluster corresponds to a different label species, and thus to a different nucleotide.
Additional details regarding Sequencing operations can be found, for example, in U.S. patent publication No. 2016/0178577 entitled "Nano-Based Sequencing With Varying Voltage Stimum", U.S. patent publication No. 2016/0178554 entitled "Nano-Based Sequencing With Varying Voltage Stimum", U.S. patent application No. 15/085,700 entitled "Non-structural Bilayer Monitoring Using measuring of Bilayer Response To electric Stimum", and U.S. patent application No. 15/085,713 entitled "Electrical engineering of Bilayer Format".
Nanopore cell array
Each cell may have dedicated circuits (e.g., integrating capacitors), but may also share circuits, such as ADCs, signal sources, electrodes, or control circuits.
FIG. 6 is a cross-sectional view of an array 600 of nanopore cells in an example nanopore sensor chip, such as an array of
Counter electrodes 610 from different nanopore cells may be disposed in sample chamber 615, and may be connected to voltage source 628 for coupling a common VLIQThe counter electrodes 610 for different nanopore cells may be physically connected to each other to form a common electrode the working electrodes 602 of different nanopore cells may be connected to a common voltage source, or may be independently connected to different voltage sources in embodiments, the circuits 622 of different nanopore cells may be connected to a bus 660, and the voltage levels on the integrating capacitors of different nanopore cells may be sequentially read out through the bus 660 by sequentially selecting different nanopore cells, as described in detail below.
Fig. 7 is a top view of an example
Row driver and
Fig. 8 is a schematic diagram of an example
During the sequencing process, the integration capacitor of each
In this manner, sets of data samples may be captured from the nanopore cells in a column of the nanopore cell array after each precharge and charge/discharge operation when multiple precharge and charge/discharge operations are performed in the light and dark periods of the AC cycle, multiple sets of data samples may be captured, where each set of data samples includes data samples from each of the nanopore cells in the column.
Fig. 9 illustrates an example data sample captured from a nanopore cell in an array of nanopore cells, e.g., a column such as
As described above with respect to FIG. 8, a column of an array of nanopore cells may include M nanopore cells, each on a different row.the ADC may capture data samples for the nanopore cells in row 0, data samples … … for the nanopore cells in
Phased nanopore cell array
As discussed above, there is an upper limit on the possible sampling rate due to, for example, limited sampling and conversion speed of the analog-to-digital converter and/or limited bandwidth of the bus, data storage device, or data processing circuitAll nanopore cells of (2) are subject to a common VLIQIn signal control, nearly all of the useful data is captured during the common light period, while little or no useful data may be captured during the dark period, therefore, a significant portion of the bandwidth of the data sampling and conversion circuitry may not be utilized to capture useful data, at least during the dark period.
The techniques disclosed herein address the above issues and increase the effective sampling rate per cell of the sampling and conversion circuit by applying AC signals having different phases to different nanopore cells in columns As a result, when nanopore cells are in the dark period, other nanopore cells are in the bright period and are sampled by a shared sampling and conversion circuit, for example, in embodiments, nanopore cells in columns may be organized into two or more groupsLIQAn AC signal V applied to the counter electrodes of all nanopore cells and to the working electrodes of the nanopore cells in each group of nanopore cellsPREIn this manner, at any given time, the data sampling and conversion circuitry may sample and convert output voltage signals from a portion of the columns of nanopore cells in a light period, with the dark period being minimally sampled, e.g., for return purposes only.
A.Framework
FIG. 10 is a schematic diagram of an example nanopore cell array 1000 including a two-dimensional array of nanopore cells 1002 in accordance with certain aspects of the present disclosure similar to nanopore cell array 800 of FIG. 8, nanopore cell array 1000 may include all nanopore cells of a nanopore sensor chip, or may include only a subset of nanopore cells of a nanopore sensor chip, nanopore cell array 1000 includes a plurality of column lines 1020, each column line 1020 coupled to nanopore cells 1002 in the same column and to ADC 1040, nanopore cell array 1000 includes M rows of nanopore cells 1002, where each of the M rows may be selected by a row select line, nanopore cells 1002 in nanopore cell array 1000 may be organized into N groups, where N may be any number between 2 and the total number of nanopore cells in the column, in embodiments, nanopore cell array 1000 may be organized such that each of the N groups may include nanopore cells in M/N rows, 633 in other embodiments, with each of nanopore cells 1002 may be organized in N groups, such that each of the N groups may include nanopore cells in M/N rows, and, in a further embodiment, nanohole cell arrays 1000 may be organized in pairs of different groups, such as pairs of nanopore cells 633, 9.
The counter electrode of each
In implementations, each nanopore cell may include a switch, the switches may be connected to the switch 401 of FIG. 4, e.g., upstream of the switch 401 or in parallel with the switch 401, but with coordinated control signalsPRE405) For example, a switch may be controlled by an AC control signal, such as a square or rectangular wave signal, such that during a portion of a cycle of the AC control signal, the working electrode may be connected to a high voltage level and may be connected to a low voltage level during another portion of the cycleLIQAnd the low voltage level may be lower than the common signal VLIQ. As such, AC V may bePREA signal is effectively applied to the nanopore cell. By applying different digital AC control signals (e.g., with different phase delays) to the nanopore cell, different Vs may be appliedPRE some of the nanopore cells may receive digital AC control signals having the same phase to form groups of N groups of nanopore cells in this manner, groups may include or more nanopore cells, and the grouping of nanopore cells may be more flexible and dynamic, for example, the grouping may be dynamically changed by changing the digital AC control signals applied to the nanopore cells, and nanopore cells that are not near the same may form groups .
In implementations, the nanopore sensorFor example, nanopore cells in different fluidic channels may be assigned to different groups, in implementations, nanopore cells in two or more fluidic channels may be grouped at LIQTo drive the counter electrodes of the nanopore cells in different groups. For example, the AC signals used to drive the counter electrodes of nanopore cells in different groups may have different phases or delays. Due to VLIQDifferent phases of the signal, nanopore cells in different groups may be in bright periods at different times, and thus the output of nanopore cells in different groups may be sampled at different times by the shared sampling circuit.
B.AC signal of different cell groups with different phases
Fig. 11 illustrates an example AC signal (V) for a nanopore cell array, such as
As shown in fig. 11, the counter electrode of each nanopore cell in the
In embodiments, signals V for N groupsPREMay each be incrementally delayed by about with respect to the other groupsA period equal to the bright period. In the example shown in FIG. 11, N numbers of VPREThe signal is a rectangular AC signal that switches between a high voltage level and a low voltage level. VPREThe signals are delayed from each other such that when the nanopore cells in the groups are in the bright period (e.g., when V isLIQBelow VPRETime), the nanopore cells in the other groups are in a dark period.
For example, for nanopore cells in
When receiving
At signal VPREAfter switching 1 to a low voltage level, the nanopore cells in
At signal VPRESignal V after 1 switches to a
The nanopore cells in each of groups 3 through N may enter the light period sequentially, and multiple data samples from each of the nanopore cells in each group may be captured by the shared sampling and conversion circuitry in the manner described above after the nanopore cells from group N enter the dark period from the light period, the nanopore cells from
Fig. 12 illustrates an example data sample captured from a nanopore cell in a column of a nanopore cell array, such as
Each of the nanopore cells in
Similarly, when the nanopore cells in group 2 (or any of groups 3 through N) are in a bright period and the nanopore cells in the other groups are in a dark period, in a bright period TBA total number N x K samples may be captured from each of the M/N cells in group 2 (or any of groups 3 through N) during.
In this manner, the data sampling and conversion circuitry can sample and convert the output signal from each nanopore cell in the section of columns at a higher sampling rate by servicing only the section of nanopore cells at a given time, even though the overall speed of the data sampling and conversion circuitry has not changed.
Additionally or alternatively, the AC control signal (e.g., V) may be increased with or without increasing the number of samples captured during the bright periodPRE) In addition, because the effective sampling rate is higher for each nanopore cell having a shorter AC cycle, events having shorter durations may be detected.
FIGS. 11 and 12 illustrate different V's in different groups for nanopore cellsPREEmbodiments in which there may be no overlap between the bright periods of the signals. Such an embodiment may occur when the bright period of each AC control signal is shorter than the period of the AC cycle divided by the number of groups N, i.e. the duty cycle of the AC control signal is not greater than 1/N. For example, whenThe nanopore cells in the nanopore cell array are organized into two groups, and the duty cycle of the AC control signal is no greater than 50%, i.e., the bright period is equal to or shorter than the dark period, when V for the two groups of nanopore cellsPRENo overlap between the bright periods of the signals may occur. Although in FIGS. 11 and 12V is used for different groupsPREThe signals are shown to have somewhat similar properties (e.g., the same voltage level, duty cycle, and cycle time) and may be derived from the same signal source with different delays, but because the working electrode of each nanopore cell may be independent of the working electrodes of other nanopore cells, V for different groupsPREThe signals may be independent of each other. Thus, VPREThe signals may have different voltage levels, duty cycles, cycle times and phases.
As described above, in implementations, each nanopore cell may include a switch that may be controlled by an AC control signal to switch the working electrode (and V) of the nanopore cellPRE) Alternately to a high voltage level and a low voltage level. The high voltage level may be higher than the common signal VLIQAnd the low voltage level may be lower than the common signal VLIQ. Therefore, by using digital AC control signals having different phases for the switches, V having different phases can be appliedPREA signal is effectively applied to the working electrodes of different groups of nanopore cells or different individual nanopore cells.
As described above, in implementations, nanopore cells in a nanopore sensor chip may be grouped based on the fluidic channel in which they are located, and different AC signals V may be usedLIQTo drive the counter electrodes of nanopore cells in different groups, rather than using different AC signals V for each group as described with respect to fig. 11PRE. In such an implementation, V is configured similarly to in FIG. 11PREBy way of signals, V for different groups may be delayed differentlyLIQA signal. The outputs of nanopore cells in different groups at different times through a shared sampling circuit (e.g., ADC)Sampling is performed in a manner similar to the manner in which nanopore cells are sampled as described with respect to fig. 12.
C.Adaptive and selective sampling
In implementations, V may be configuredPRESignal such that different V's are applied to different groups of nanopore cellsPREThere may be overlapping periods between the bright periods of the signal. In such implementations, the data sampling and conversion circuit or control circuit may be configured to determine which group of nanopore cells to sample and convert an output voltage signal from during each overlapping period in a different AC cycle.
Fig. 13 illustrates an example control signal (V) for a nanopore cell array, such as
During non-overlapping bright periods, each nanopore cell in a group of the array of
D.Advantages of the invention
The techniques described in this disclosure enable nanopore cells to be controlled at higher granularity, such as at an individual cell level or at a group level, rather than applying a common control signal to all nanopore cells. As such, the number of cells in the bright period may be more constant over time, and the sampling and conversion rate for each cell in the bright period may be increased without changing the overall speed of the data sampling and conversion circuitry, as the available resources are more efficiently utilized at any given time.
In addition to increasing the effective sampling rate for each nanopore cell as described above to detect events with short durations and reduce sequencing time, other advantages may be achieved using the techniques disclosed herein. For example, the bandwidth of the data sampling and conversion circuitry may be leveraged at any given time to capture data samples useful for sequencing. Thus, nanopore sensor chips with higher densities or higher numbers of cells may become possible. Additionally or alternatively, with reduced sampling data captured from cells in the dark period, the amount of data to be transmitted from the nanopore sensor chip and processed by subsequent storage or processing circuitry may be reduced, which may reduce the cost of the sequencing system, as circuitry with lower performance (e.g., speed or bandwidth) or capacity (e.g., storage space or data channel) may be used.
Furthermore, because some nanopore cells are in the dark period during the same time, while other nanopore cells are in the light period, and because of a common VLIQIs applied to (shared by) the counter electrode of all cells, so the total current on the counter electrode can be at least partially reduced at any given time. This is due to the opposite polarity of the current from the cell in the dark period to the current from the cell in the bright period, where the flow of electrons into and out of the counter electrode reduces the net current on the counter electrode. Furthermore, because of VPREThe AC nature of the signal, the currents on the counter and working electrodes for each cell may also be balanced over time.
In implementations, V applied to the counter electrodeLIQThe signal may also be an AC signal, rather than a constant voltage level, but at a frequency below V applied to the working electrodePREA signal. In this way, even if there is any imbalance between the current from the cell in the dark period and the current from the cell in the bright period at a given time (e.g., because the duty cycle is different than 50%, and the number of groups of nanopore cells in the dark period may be different than the number of groups of nanopore cells in the bright period), the total current on the counter electrode may be balanced over time. In this way, the voltage drop across the counter electrode and hence the offset of the output voltage can be reduced.
Input range control
In many cases, the integration capacitor to be measured (e.g., integration capacitor 408 (n)cap) ) may be aggregated over some smaller range. Thus, if the input range of the ADC is fixed, the dynamic range of the ADC may not be fully utilized. To fully utilize the dynamic range of the ADC, the output of the ADC can be dynamically changed by adaptively changing the reference level of the ADC based on the estimated voltage level to be measuredAnd (4) entering the range.
In an ADC, the full-scale input range and common-mode voltage of the ADC may depend on a reference level of the ADC, such as a positive reference level (V)REFP) And a negative reference level (V)REFN). The common mode voltage may be VREFPAnd VREFNAverage value of (a). When the signal to be sampled by the ADC is at approximately VREFNAt a voltage level of (d), the input of the ADC may be close to the zero scale, that is, the output of the ADC may represent a value close to the lowest possible value; the exact output code may depend on the coding scheme of the ADC, which may include, for example, direct binary, offset binary, two's complement, etc.
When the signal to be sampled by the ADC is at approximately VREFPThe input of the ADC may be near full scale and the output of the ADC may represent a value near the maximum possible value. In order to fully utilize the dynamic range of the ADC (i.e., the range of signal amplitudes that the ADC can resolve), it is desirable that the input signal level be at VREFPAnd VREFNMore fully distributed than aggregated within some smaller range. For an 8-bit ADC, if the input signal level is between 0V and 1V, then VREFPCan be set to 1V, and VREFNCan be set to 0V; and the ADC may be capable of distinguishing between two signal levels that differ by more than about 4 mV. If the input signal level is between 0.25V and 0.5V, V can be set to beREFPSet to 0.5V, and V may be setREFNSet to 0.25V; and the ADC may be capable of distinguishing between two signal levels that differ by more than about 1 mV.
However, as shown in fig. 11 or 13, in some cases, the voltage level of the integration capacitor to be sampled by the ADC may not be distributed at VPREThe full range between the low voltage level and the high voltage level of the signal. Thus, at a fixed reference level (V) of the ADCREFPAnd VREFN) Next, the dynamic range of the ADC may not be fully utilized, since the output code may only include portions of all possible codes (e.g., 256 different codes for an 8-bit ADC), or in other words, the signal level may not be resolved at the maximum possible resolution of the ADC.
Fig. 14A shows a fixed reference level for an ADC in a nanopore sensor chip. As shown in FIG. 14A, the
Fig. 14B illustrates a variable reference level of an ADC in a nanopore sensor chip. The reference level comprises a reference level VREFPAnd VREFNThey determine the full scale input range and the common mode voltage of the ADC. Reference level VREFPAnd VREFNCan follow VPREThe signal changes which brings the nanopore cell into light and dark periods. Thus, the full scale input range and/or common mode of the ADC may be different between the light and dark periods. In this way, the output voltage signal of the nanopore cell may better fit within the full-scale input range of the ADC, rather than being distributed only within some narrow range of the full-scale input range of the ADC.
For example, as shown in FIG. 14B, to capture a
In this way, the input range (and common mode input) of the ADC can be dynamically changed to include only the range within which the voltage level of the integrating capacitor may fall. Thus, the voltage level within the input range may be determined to have the maximum possible resolution of the ADC.
Example method to increase sampling rate per cell
FIG. 15 is a
In
In
In
In
Note that although FIG. 15 describes data processing as a sequential process, many of the operations can be performed in parallel or concurrently.
VII. computer System
Any of the computer systems mentioned herein may utilize any suitable number of subsystems an example of such subsystems is shown in FIG. 16 in
The subsystems shown in fig. 16 are interconnected via a
A computer system may include multiple identical components or subsystems that are connected together, for example, through