Advances in micro-miniaturization within the semiconductor industry in recent years have enabled biotechnologists to begin packing traditionally bulky sensing tools into smaller and smaller form factors, onto so-called biochips. It would be desirable to develop techniques for biochips that make them more robust, efficient, and cost-effective.
Various embodiments of the invention are disclosed in the following detailed description and the accompanying drawings.
The invention can be implemented in numerous ways, including as a process; an apparatus; a system; a composition of matter; a computer program product embodied on a computer readable storage medium; and/or a processor, such as a processor configured to execute instructions stored on and/or provided by a memory coupled to the processor. In this specification, these implementations, or any other form that the invention may take, may be referred to as techniques. In general, the order of the steps of disclosed processes may be altered within the scope of the invention. Unless stated otherwise, a component such as a processor or a memory described as being configured to perform a task may be implemented as a general component that is temporarily configured to perform the task at a given time or a specific component that is manufactured to perform the task. As used herein, the term ‘processor’ refers to one or more devices, circuits, and/or processing cores configured to process data, such as computer program instructions.
A detailed description of one or more embodiments of the invention is provided below along with accompanying figures that illustrate the principles of the invention. The invention is described in connection with such embodiments, but the invention is not limited to any embodiment. The scope of the invention is limited only by the claims and the invention encompasses numerous alternatives, modifications and equivalents. Numerous specific details are set forth in the following description in order to provide a thorough understanding of the invention. These details are provided for the purpose of example and the invention may be practiced according to the claims without some or all of these specific details. For the purpose of clarity, technical material that is known in the technical fields related to the invention has not been described in detail so that the invention is not unnecessarily obscured.
Nanopore membrane devices having pore sizes on the order of one nanometer in internal diameter have shown promise in rapid nucleotide sequencing. When a voltage potential is applied across a nanopore immersed in a conducting fluid, a small ion current attributed to the conduction of ions through the nanopore can be observed. The size of the current is sensitive to the pore size.
A nanopore-based sequencing chip may be used for nucleic acid (e.g., DNA) sequencing. A nanopore-based sequencing chip incorporates a large number of sensor cells configured as an array. For example, an array of one million cells may include 1000 rows by 1000 columns of cells.
With continued reference to
In some embodiments, a nanopore array enables parallel sequencing using the single molecule nanopore-based sequencing by synthesis (Nano-SBS) technique.
At stage A, a tagged nucleotide (one of four different types: A, T, G, or C) is not associated with the polymerase. At stage B, a tagged nucleotide is associated with the polymerase. At stage C, the polymerase is docked to the nanopore. The tag is pulled into the nanopore during docking by an electrical force, such as a force generated in the presence of an electric field generated by a voltage applied across the membrane and/or the nanopore.
Some of the associated tagged nucleotides are not base paired with the nucleic acid molecule. These non-paired nucleotides typically are rejected by the polymerase within a time scale that is shorter than the time scale for which correctly paired nucleotides remain associated with the polymerase. Since the non-paired nucleotides are only transiently associated with the polymerase, process 400 as shown in
Before the polymerase is docked to the nanopore, the conductance of the nanopore is −300 picosiemens (300 pS). At stage C, the conductance of the nanopore is about 60 pS, 80 pS, 100 pS, or 120 pS, corresponding to one of the four types of tagged nucleotides respectively. The polymerase undergoes an isomerization and a transphosphorylation reaction to incorporate the nucleotide into the growing nucleic acid molecule and release the tag molecule. In particular, as the tag is held in the nanopore, a unique conductance signal (e.g., see signal 210 in
In some cases, tagged nucleotides that are not incorporated into the growing nucleic acid molecule will also pass through the nanopore, as seen in stage F of
As shown in
In some embodiments, working electrode 502 is a metal electrode. In some embodiments, working electrode 502 is circular or octagonal in shape and a dielectric layer 504 forms the walls surrounding working electrode 502. For non-faradaic conduction, working electrode 502 may be made of metals that are resistant to corrosion and oxidation, e.g., platinum, gold, titanium nitride and graphite. For example, working electrode 502 may be a platinum electrode with electroplated platinum. In another example, working electrode 502 may be a titanium nitride (TiN) working electrode. The electrochemical capacitance associated with a TiN working electrode may be increased by maximizing the specific surface area of the electrode. The specific surface area of working electrode 502 is the total surface area of the electrode per unit of mass (e.g., m2/kg) or per unit of volume (e.g., m2/m3 or m−1) or per unit of base area (e.g., m2/m2) As the surface area increases, the electrochemical capacitance of the working electrode increases, and a greater amount of ions can be displaced with the same applied potential before the capacitor becomes charged. The surface area of working electrode 502 may be increased by making the TiN electrode “spongy” or porous, with many sparsely-spaced columnar structures of TiN therein.
Working electrode 502 has a top side and a bottom side. The top side of working electrode 502 makes up the bottom of well 505 while the bottom side of working electrode 502 is in contact with a conductive or metal layer 503. Conductive layer 503 connects cell 500 to the remaining portions of the nanopore-based sequencing chip. In some embodiments, conductive layer 503 is on top of a CMOS base 501.
In some embodiments, dielectric layer 504 forms the walls surrounding working electrode 502. In some embodiments, the side wall 509 of well 505 is above dielectric layer 504. Suitable dielectric materials for use in the present invention (e.g., as shown in
Well 505 further includes a volume of salt solution 506 above working electrode 502. In general, different solutions in cell 500 (e.g., salt solution 506 or bulk electrolyte 508) comprise osmolytes. As used herein, the term “osmolyte” refers to any soluble compound that when dissolved into solution increases the osmolarity of that solution. Osmolytes for use in the present invention include, without limitation, ionic salts such as lithium chloride (LiCl), sodium chloride (NaCl), potassium chloride (KCl), lithium glutamate, sodium glutamate, potassium glutamate, lithium acetate, sodium acetate, potassium acetate, calcium chloride (CaCl2), strontium chloride (SrCl2), manganese chloride (MnCl2), and magnesium chloride (MgCl2); polyols and sugars such as glycerol, erythritol, arabitol, sorbitol, mannitol, xylitol, mannisidomannitol, glycosyl glycerol, glucose, fructose, sucrose, trehalose, and isofluoroside; polymers such as dextrans, levans, and polyethylene glycol; and some amino acids and derivatives thereof, such as glycine, alanine, alpha-alanine, arginine, proline, taurine, betaine, octopine, glutamate, sarcosine, y-aminobutyric acid, and trimethylamine N-oxide (“TMAO”) (see also e.g., Fisher et al. U.S. 20110053795, incorporated herein by reference in its entirety).
Cell 500 includes a counter electrode (CE) 510 which is in electrical contact with a bulk electrolyte 508. Cell 500 may optionally include a reference electrode 512. In some embodiments, counter electrode 510 is shared between a plurality of cells and is therefore also referred to as a common electrode. The common electrode can be configured to apply a common potential to the bulk liquid in contact with the nanopores in the measurements cells. The common potential and the common electrode are common to all of the measurement cells.
As shown in
For nucleic acid sequencing, a polymerase is attached to nanopore 516. A template of nucleic acid (e.g., DNA) is held by the polymerase. For example, the polymerase synthesizes DNA by incorporating hexaphosphate mono-nucleotides (HMN) from solution that are complementary to the template. A unique, polymeric tag is attached to each HMN. During incorporation, the tag threads the nanopore aided by an electric field gradient produced by the voltage between counter electrode 510 and working electrode 502. The tag partially blocks nanopore 516, procuring a measurable change in the ionic current through nanopore 516. In some embodiments, an alternating current (AC) bias or a direct current (DC) voltage is applied between the electrodes.
In order to facilitate the forming of lipid bilayers over sensor wells, side wall 509 comprises a fluoropolymer layer 520. A fluoropolymer is a fluorocarbon-based polymer with multiple strong carbon-fluorine bonds. Examples of fluoropolymer that can be used to form the hydrophobic layer include, but are not limited to, Cytop™ and Teflon™ AF.
Fluoropolymer layer 520 provides a top surface and a vertical surface that are hydrophobic, which facilitate the adhesion of a membrane (e.g., a lipid bilayer comprising a nanopore) and the transition of the membrane from a lipid monolayer to a lipid bilayer. The membrane above cell 500 includes lipid monolayer 518 formed on top of the top surface of fluoropolymer layer 520. As the membrane reaches the opening of well 505, the lipid monolayer transitions to lipid bilayer 514 that spans across the opening of the well. Lipid monolayer 518 may also extend along all or a part of the vertical surface of side wall 509, which is all or a part of the vertical surface of fluoropolymer layer 520.
Fluoropolymer layer 520 forms the side wall 509 surrounding well 505 in which a working electrode 502 is located at the bottom. In some embodiments, fluoropolymer layer 520 has a thickness between one and ten microns. In some embodiments, the bottom of side wall 509 comprises a thin protective layer 507. In one example, protective layer 507 is formed using SiO2 (silicon dioxide). In one aspect, the present invention provides a protective layer (e.g., protective layer 507 in
In cell 500, the base surface area of the opening of well 505 (which is the same as the base surface area of lipid bilayer 514) and the base surface area of working electrode 502 are determined by the dimensions of side wall 509 and dielectric layer 504, respectively. The base surface area of working electrode 502 is greater than or equal to the base surface area of the opening of well 505.
At step A, a layer of dielectric 704 (e.g., SiO2) is disposed on top of a conductive layer 703 (e.g, M6) and a CMOS base 701. Conductive layer 703 includes circuitry that delivers the signals from the cell to the rest of the chip. For example, the circuitry delivers signals from the cell to an integrating capacitor. In some embodiments, the layer of dielectric 704 has a thickness of about 4000 Å (one angstrom, Å, is 10−10 meter) on top of conductive layer 703.
At step B, the layer of dielectric 704 is etched to create a hole 704B. The hole 704B exposes the top surface of conductive layer 703 and provides a space for growing a spongy and porous TiN electrode.
At step C, a spongy and porous TiN layer 702A is deposited to fill the hole 704B created at step B. The spongy and porous TiN layer 702A is grown and deposited in a manner to create rough, sparsely-spaced TiN columnar structures or columns of TiN crystals that provide a high specific surface area which can come in contact with an electrolyte. The layer of spongy and porous TiN layer 702A can be deposited using different deposition techniques, including atomic layer deposition, chemical vapor deposition, physical vapor deposition (PVD) sputtering deposition, and the like. For example, layer 702A may be deposited by chemical vapor deposition using TiCl4 in combination with nitrogen containing precursors (e.g., NH3 or N2). Layer 702A may also be deposited by chemical vapor deposition using TiCl4 in combination with titanium and nitrogen containing precursors (e.g., tetrakis-(dimethylamido) titanium (TDMAT) or tetrakis-(diethylamido) titanium TDEAT). Layer 702A may also be deposited by PVD sputtering deposition. For example, titanium can be reactively sputtered in an N2 environment or directly sputtered from a TiN target. The conditions of each of the deposition methods may be tuned in such a way to deposit sparsely-spaced TiN columnar structures or columns of TiN crystals. For example, when layer 702A is deposited by DC (direct current) reactive magnetron sputtering from a titanium (Ti) target, the deposition system can be tuned to use a low temperature, low substrate bias voltage (the DC voltage between the silicon substrate and the Ti target) and high pressure (e.g., 25 mT), such that the TiN can be deposited more slowly and more gently to form columns of TiN crystals. In some embodiments, the depth of the deposited layer 702A is about 1.5 times the depth of hole 704B. The depth of the deposited layer 702A is between 500 angstroms to 3 microns thick. The diameter or width of the deposited layer 702A is between 20 nm to 100 microns.
With continued reference to
At step E, after working electrode 702 is formed, a protective layer 707 is deposited on top of working electrode 702 and dielectric 704. In one example, protective layer 707 is formed using SiO2 (silicon dioxide). In some embodiments, a protective layer having a suitable thickness (as described herein) is formed. In another embodiment, the protective layer 707 has a thickness of between about 10 angstroms and about 50 microns.
At step F, a fluoropolymer hydrophobic layer 720A (e.g, a Cytop layer) is deposited on top of the protective layer 707. For example, a Cytop layer is spun on using a track. In some embodiments, a fluoropolymer layer 720A having a suitable thickness (as described herein) is deposited. In one embodiment, the thickness of fluoropolymer layer 720A is between about 0.5 microns and about 6 microns.
At step G, fluoropolymer layer 720A is etched to create a well 705 exposing a portion of the upper surface of protective layer 707. For example, the well may be etched using a fluorine based plasma.
At step H, the exposed portion of protective layer 707 is etched to expose a portion of the upper surface of working electrode 702. For example, reactive-ion etching (RIE) may be used. In some embodiments, the diameter (dl) of well 705 is between 20 nm to 100 microns.
One difference between cell 500 and cell 1000 is the composition of the side wall 509. In cell 500, side wall 509 comprises a fluoropolymer layer 520 and a thin protective layer 507 at the base of the side wall. In cell 1000, a fluoropolymer hydrophobic layer 1020 and a dielectric layer 1007 together form the insulating side wall 509 surrounding well 505. In particular, the upper portion of side wall 509 is a fluoropolymer hydrophobic layer 1020 and the bottom portion of side wall 509 is a dielectric layer 1007, such that the top horizontal surface of side wall 509 and the upper vertical surface of side wall 509 are hydrophobic, while the lower vertical surface of side wall 509 is either hydrophilic or hydrophobic. In one embodiment, the dielectric layer 1007 comprises SiO2 which is generally hydrophilic in an unmodified state. In another embodiment, the dielectric layer 1007 comprises a surface that forms a sidewall of well 505. In one embodiment, the sidewall surface comprises SiO2 modified to render the surface hydrophobic in nature. For instance, hydrophobic groups can be chemically bonded to SiO2 on the surface forming a sidewall of well 505. In one embodiment, the hydrophobic groups include, without limitation, alkyl or polydimethylsiloxane chains. The hydrophobic top surface and hydrophobic vertical surface provided by fluoropolymer layer 1020 facilitate the adhesion of a membrane (e.g., a lipid bilayer comprising a nanopore) and the transition of the membrane from a lipid monolayer to a lipid bilayer. In some embodiments, the combined thickness of fluoropolymer layer 1020 and dielectric layer 1007 is provided as a suitable thickness (as described herein). In one embodiment, the thickness of fluoropolymer layer 1020 is between about 100 nanometers (nm) and about 10 microns. In some embodiments, dielectric layer 1007 is formed using silicon dioxide (SiO2). However, other materials may be used to form dielectric layer 1007, as described herein.
Cell 1100 includes a conductive or metal layer 1101. Metal layer 1101 connects cell 1100 to the remaining portions of the nanopore-based sequencing chip. In some embodiments, metal layer 1101 is the metal 6 layer (M6). Cell 1100 further includes a working electrode 1102 and a dielectric layer 1103 above metal layer 1201. In some embodiments, the base surface area of working electrode 1102 is circular or octagonal in shape and dielectric layer 1103 forms the walls surrounding working electrode 1102. Cell 1100 further includes a dielectric layer 1104 above working electrode 1102 and dielectric layer 1103. Dielectric layer 1104 forms the insulating side wall surrounding a lower section (1105A) of a well 1105. In some embodiments, dielectric layer 1103 and dielectric layer 1104 together form a single piece of dielectric. Dielectric layer 1103 is the portion that is disposed horizontally adjacent to working electrode 1102, and dielectric layer 1104 is the portion that is disposed above the working electrode. In some embodiments, dielectric layer 1103 and dielectric layer 1104 are separate pieces of dielectric and they may be grown separately. Dielectric material used to form dielectric layers 1103 and 1104 includes glass, oxide, silicon mononitride (SiN), silicon nitride (Si3N4), silicon dioxide (SiO2), and the like.
Cell 1100 further includes a hydrophilic layer 1120 (e.g., titanium nitride, TiN) and a hydrophobic layer 1122 above dielectric layer 1104. Hydrophilic layer 1120 and hydrophobic layer 1122 together form the insulating side wall surrounding an upper section (1105B) of well 1105. Hydrophilic layer 1120 and hydrophobic layer 1122 together form an overhang above the lower section (1105A) of well 1105. Alternatively, hydrophilic layer 1120 is optional. Hydrophobic layer 1122 forms the insulating wall surrounding upper section 1105B of well 1105. Hydrophobic layer 1122 forms an overhang above the lower section (1105A) of well 1105. Hydrophobic layer 1122 is formed with a fluoropolymer, such as Cytop and Teflon. In some embodiments, hydrophobic layer 1122 has an appropriate thickness (as described herein). In another embodiment, the thickness of hydrophobic layer 1122 is between about 100 angstroms and 2 microns. The interface between hydrophobic layer 1122 and hydrophilic layer 1120 facilitates the formation of a stable lipid bilayer. The lipid bilayer is formed at the interface between hydrophobic layer 1122 and hydrophilic layer 1120.
The upper section 1105B of well 1105 has an opening 1105C above the working electrode. In some embodiments, opening 1105C above the working electrode is circular and the base surface area of the opening is π×(d/2)2, where d is the diameter of the opening. In some embodiments, opening 1105C above the working electrode is octagonal in shape. The base surface areas of opening 1105C and the upper section 1105B of well 1105, respectively, are smaller than the bottom base surface area of the lower section 1105A of well 1105. As the lipid bilayer spans across opening 1105C, a reduction in the base surface area of opening 1105C results in a reduction in the base surface area of the lipid bilayer and also the capacitance associated with the lipid bilayer. The lower section 1105A of well 1105 provides a large reservoir/chalice with a bottom base surface area larger than that in the upper section 1105B of well 1105. An increase in the bottom base surface area of the lower section 1105A of well 1105 increases the top base surface area of the electrode that has direct contact with the electrolye/salt solution 1106, thereby increasing the electrochemical capacitance associated with the working electrode.
Inside well 1105, salt solution/electrolyte 1106 is deposited above working electrode 1102. Salt solution 1106 may include one of the following: lithium chloride (LiCl), sodium chloride (NaCl), potassium chloride (KCl), lithium glutamate, sodium glutamate, potassium glutamate, lithium acetate, sodium acetate, potassium acetate, calcium chloride (CaCl2), strontium chloride (SrCl2), manganese chloride (MnCl2), and magnesium chloride (MgCl2). In some embodiments, salt solution 1106 has a thickness of about three microns (μm). The thickness of salt solution 1106 may range from 0 to 5 microns.
A bulk electrolyte 1108 containing protein nanopore transmembrane molecular complexes (PNTMC) and the analyte of interest is placed directly above the well. A single PNTMC/nanopore is inserted into the lipid bilayer by electroporation. The nanopore crosses the lipid bilayer and provides the only path for ionic flow from bulk electrolyte 1108 to working electrode 1102. Bulk electrolyte 1108 may further include one of the following: lithium chloride (LiCl), sodium chloride (NaCl), potassium chloride (KCl), lithium glutamate, sodium glutamate, potassium glutamate, lithium acetate, sodium acetate, potassium acetate, calcium chloride (CaCl2), strontium chloride (SrCl2), manganese chloride (MnCl2), and magnesium chloride (MgCl2).
Cell 1100 includes a counter electrode (CE) 1110. Cell 1100 also includes a reference electrode 1112, which acts as an electrochemical potential sensor. In some embodiments, counter electrode 1110 is shared between a plurality of cells, and is therefore also referred to as a common electrode. The common electrode can be configured to apply a common potential to the bulk liquid in contact with the nanopores in the measurements cells. The common potential and the common electrode are common to all of the measurement cells.
In some embodiments, working electrode 1102 is a titanium nitride (TiN) working electrode with increased electrochemical capacitance. The electrochemical capacitance associated with working electrode 1102 may be increased by maximizing the specific surface area of the electrode. The specific surface area of working electrode 1102 is the total surface area of the electrode per unit of mass (e.g., m2/kg), per unit of volume (e.g., m2/m3 or m−1), or per unit of base area (e.g., m2/m2). As the surface area increases, the electrochemical capacitance of the working electrode increases, and a greater amount of ions can be displaced with the same applied potential before the capacitor becomes charged. The surface area of working electrode 1102 may be increased by making the TiN electrode “spongy” or porous. The TiN sponge soaks up electrolyte and creates a large effective surface area in contact with the electrolyte.
One difference between cell 1200 and other cells disclosed above (e.g., cell 500, cell 1000, and cell 1100) is the shape and construction of their respective working electrodes. The working electrodes in cell 500, cell 1000, and cell 1100 are planar electrodes located at the bottom of a well. Working electrode 1202 of cell 1200 is a bowl-shaped electrode; it can also be lidless and box-shaped, cup-shaped or bucket-shaped. The bowl-shaped working electrode 1202 has a planar portion 1202A at the bottom, forming the base of the bowl. The base surface area may be circular or octagonal in shape. The bowl-shaped working electrode 1202 further includes a surrounding wall 1202B extending perpendicular to (or at an angle from) the planar portion and along the periphery of the planar portion. Both the upper surface of the planar portion 1202A and the interior surface of the surrounding wall 1202B provide an electrode surface area that is exposed to the electrolyte 1206. The surrounding wall 1202B takes advantage of the vertical device real estate, i.e., the space orthogonal to the substrate plane. The width (or diameter) of the planar portion 1202A is indicated by 1203A of
Working electrode 1202 can provide an increased current in cell 1200 as compared to planar working electrodes. In some embodiments, the current that can be provided to cell 1200 may be tuned by adjusting the aspect ratio of working electrode 1202.
Working electrode 1202 can also provide an increased capacitance. Both the upper surface of planar portion 1202A and the interior surface of surrounding wall 1202B of electrode 1202 provide an electrode surface area that is exposed to the electrolyte 1206, thereby increasing the capacitance associated with working electrode 1202.
In cell 1200, a fluoropolymer hydrophobic layer 1220 provides a hydrophobic top surface to facilitate the adhesion of a membrane (e.g., a lipid bilayer comprising a nanopore) and the transition of the membrane from a lipid monolayer to a lipid bilayer. Cell 1200 may include an optional dielectric layer 1204, and the fluoropolymer layer 1220 is positioned above the dielectric layer 1204. In some embodiments, the combined thickness of fluoropolymer layer 1220 and dielectric layer 1204 is between one to ten microns. The thickness of fluoropolymer layer 1220 is between 100 nm to 10 microns. In some embodiments, dielectric layer 1204 is formed using silicon dioxide (SiO2). However, other materials may be used to form dielectric layer 1204, as described herein.
One difference between cell 500 and cell 1300 is the composition of the side wall 509. In cell 500, side wall 509 comprises a fluoropolymer layer 520 and a thin protective layer 507 at the base of the side wall. In cell 1300, a fluoropolymer hydrophobic layer 1320 and a dielectric layer 1307 together form the insulating side wall 509 surrounding well 505. In particular, the top horizontal surface of side wall 509 and an upper portion of the vertical surface of side wall 509 are covered by a fluoropolymer hydrophobic layer 1320 and the lower portion of the vertical surface of side wall 509 is a dielectric layer 1307, such that the top horizontal surface of side wall 509 and the upper vertical surface of side wall 509 are hydrophobic, while the lower vertical surface of side wall 509 is not hydrophobic. The hydrophobic top surface and hydrophobic vertical surface provided by fluoropolymer layer 1320 facilitate the adhesion of a membrane (e.g., a lipid bilayer comprising a nanopore) and the transition of the membrane from a lipid monolayer to a lipid bilayer. The thickness of the upper vertical surface of side wall 509 that is covered by fluoropolymer layer 1320 is indicated as 1320A. The thickness of the lower vertical surface of side wall 509 that is a dielectric surface is indicated as 1307A. In some embodiments, the combined thickness of 1320A and 1307A is between one to ten microns. The thickness of the fluoropolymer on the top surface of the side wall is provided at an appropriate thickness (as described herein). In one other embodiment, the thickness of the fluoropolymer layer on the top surface of the side wall is between about 100 nm and about 50 microns. In some embodiments, dielectric layer 1307 is formed using silicon dioxide (SiO2). However, other materials may be used to form dielectric layer 1307, as described herein.
Although the foregoing embodiments have been described in some detail for purposes of clarity of understanding, the invention is not limited to the details provided. There are many alternative ways of implementing the invention. The disclosed embodiments are illustrative and not restrictive.
All publications, patents, patent applications, and/or other documents cited in this application are incorporated by reference in their entirety for all purposes to the same extent as if each individual publication, patent, patent application, and/or other document were individually indicated to be incorporated by reference for all purposes.
This application claims priority to U.S. Provisional Patent Application No. 62/244,680 entitled USE OF FLUOROPOLYMERS AS A HYDROPHOBIC FILM TO SUPPORT LIPID BILAYER FORMATION FOR NANOPORE BASED DNA SEQUENCING filed Oct. 21, 2015 which is incorporated herein by reference for all purposes.
Filing Document | Filing Date | Country | Kind |
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PCT/US16/58230 | 10/21/2016 | WO | 00 |
Number | Date | Country | |
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62244680 | Oct 2015 | US |