The present invention relates to the technical field of magnetic resonance, in particular to a method for selectively detecting dopamine molecules based on magnetic resonance nuclear spin singlet, which realizes the selective observation of the 1H NMR signals of dopamine.
Dopamine is an important neurotransmitter in the brain. It participates in many physiological and pathological activities of humans and mammals, especially plays a crucial role in movement regulation, learning and memory, and drug addiction. Usually, the neurotransmitter such as dopamine is produced by the neurons those are also called dopaminergic neurons. An approach like the “returning satellite” is adopted to manage the released dopamine, ensuring that the amount of the released dopamine exactly fits the need of brain activity. At the same time, the dopamine transporters are activated as the dopamine “recycling pump” to recycle the released dopamine in a timely and appropriate amount. This not only achieves the purpose of regulating the concentration of extracellular dopamine and adapting to the needs of physiological activities, but also enables dopamine to be reused for energy saving and efficiency enhancement. However, once the dopamine “recycling pump” system is dysfunctional, a variety of central nervous system diseases will occur, such as drug addiction.
At present, the detection methods of dopamine mainly include the flow injection chemiluminescence, the high performance liquid chromatography, and the fluorescence method. These methods all require a complicated pre-treatment process and cannot be used in the in-vivo detection of dopamine in a living organism.
The purpose of the present invention is to provide a method for selectively detecting dopamine molecules based on magnetic resonance nuclear spin singlet. This method has good accuracy, sensitivity and selectivity, and can accurately detect dopamine signals from a system with complex components, and meanwhile can well eliminate the interference of signals of the other substances.
The specific technical solution to achieve the purpose of the present invention is as follows:
Step A: Obtain the chemical shifts and J coupling values of the three 1H spins on the benzene ring of dopamine in the test sample;
Step B: According to the spin characteristics of dopamine, design a pulse sequence that utilizes the nuclear spin singlet states to realize the selection of dopamine signals;
Step C: By the designed pulse sequence, prepare the spin singlet states of the three 1H spin coupling system on the benzene ring of dopamine. During the existence of the spin singlets, the gradient field pulse is applied to remove the other signals except the spin singlet in the sample, resulting in the targeting selection of dopamine signal.
The purpose of Step A is to obtain the nuclear spin coupling characteristics of dopamine molecules. It can usually be obtained by analyzing the NMR spectrum of the sample. For example,
The pulse sequence designed in Step B should contain the module to prepare the spin singlets of the nuclear spin coupling system of dopamine and the module to transform the spin singlets to the observable signals, and the gradient field pulses during the evolution of the nuclear spin singlet to remove all of the other signals except the nuclear singlet.
In this pulse sequence, the values of τ1, t2, τ3 can affect the efficiency of the singlet preparation of the three 1H spins on the benzene ring of dopamine. In order to maximize the singlet preparation efficiency, optimization of τ1, τ2, τ3 is required. τ4 and τ5 are related to the dopamine signals for the final detection. In order to maximize the final detection signals, τ4 and τ5 need to be optimized too.
The pulse sequence in
In Step C the three 1H spin coupling system on the benzene ring of dopamine is prepared into the nuclear spin singlets. There are several multiple spin systems in a dopamine molecule. The spin system formed by the three 1H on the benzene ring of dopamine can be effectively prepared for the nuclear spin singlets. Ethylamine of dopamine also has a spin coupling system. However, the efficiency of the singlet preparation of this spin coupling system is poor.
The present invention also provides a method for selectively detecting dopamine molecules based on magnetic resonance nuclear (NMR) spin singlet, comprises the following steps:
Steps 1: Put the D2O aqueous solution with a mass fraction of 2%-5% dopamine in the magnetic resonance instrument, and apply a 90-degree hard pulse to the D2O aqueous solution of dopamine, which makes the 1H signals excited, obtain the 1H spectrum of dopamine, and in turn the chemical shift of three 1H on the benzene ring of dopamine and the J coupling values among the protons;
Steps 2: According to the pulse form of preparing the singlets from the two-spin system of the weakly coupled system, for the three-spin system consisting of three 1H atoms on the benzene ring of dopamine, the pulse parameters for the preparation and detection of dopamine singlet in the three-spin system are calculated based on chemical shifts and J coupling values obtained from Step 1 by using MATLAB. As a result, the pulse sequence to prepare the nuclear spin singlet states with the maximum efficiency of three 1H atoms on the dopamine benzene ring can be obtained;
Steps 3: The complete pulse sequence is obtained by combining the pulse form to prepare the singlet of the two-spin system of the weakly coupled system and the pulse parameters required for the preparation and detection of dopamine singlet in the three-spin system calculated in Step 2. The obtained pulse sequence can be applied to the dopamine D2O aqueous solution to prepare and detect the singlet of the three-spin system consisting of three 1H on the benzene ring;
Steps 4: On the basis of preparation and detection of dopamine singlet in Step 3, two gradient field pulses with different amplitudes and a continuous wave (CW) decoupling pulse are applied between the pulses for the singlet preparation and the pulses for the signal detection to form a new pulse sequence. The function of the new pulse sequence can be divided into three parts: the first part is to obtain the singlet states of the three 1H on the benzene ring of dopamine; the second part is to keep the singlet states of three 1H on the benzene ring of the dopamine and filter the other non-single state signals because the nuclear spin singlet state is not affected by the gradient field pulses and the CW decoupling pulse; the third part is to detect the singlet states of three 1H on the benzene ring; in the end, only the three 1H signals on the benzene ring are kept, achieving the purpose of selective signal filtering. In this process, it is necessary to continuously optimize the time of the CW pulse to achieve the best filtering efficiency.
As for the 1H spectrum of dopamine described in Step 1, the three signals on the left side represent the three 1H signals on the benzene ring, the single peak in the middle is the water signal, and the ethyl signal of dopamine is on the right side; the J coupling values and chemical shifts between the three 1H atoms on the benzene ring of dopamine are obtained from the 1H spectrum of dopamine.
Step 2 is as follows: firstly, a 90-degree hard pulse is applied along x direction, after a delay time of τ1, a 180-degree hard pulse is applied along the x direction; then, a delay time of (τ1+τ2) is applied, followed by a 90-degree hard pulse along the y direction, and then a delay time of τ2/2 namely τ3 is applied; the function of this pulse is to prepare the singlet states of three 1H on the benzene ring of dopamine, which is called preparation pulse; because the singlet states cannot be directly detected, another pulse is needed to detect the singlets of the three 1H of three-spin system on the benzene ring of dopamine, which is called detection pulse; the form of detection pulse is as follows, after a delay time of τ4, followed by a 90-degree hard pulse along the y direction and then a delay time of τ5 is applied; next, take ADC sample immediately until the sampling signal decay is completed; in this process, the values of τ1 and τ2 impact the efficiency of the singlet states consisting of three 1H atoms on the benzene ring of dopamine; in order to maximize the efficiency of the singlet states, MATLAB software is used to calculate the values of τ1 and τ2; first of all, 64 basic operators of the three-spin system are constructed in the MATLAB script, and then the Hamiltonian of the three-spin system consisting of three 1H atoms on the benzene ring of dopamine is written; finally, the operating operators corresponding to the 90-degree hard pulse and the 180-degree hard pulse are obtained; then, the system is continuously evolving from the thermal equilibrium signals under the operating operator and Hamiltonian of the hard pulse, and the evolution time τ1 and τ2 are continuously optimized to maximize the singlet states preparation efficiency; similarly, on the basis of generating singlet states, evolution time τ4 and τ5 are optimized to maximize the singlet states detection efficiency; finally, the complete pulse to prepare and detect three-spin system singlet states of dopamine is obtained by combining the pulse form of the two-spin system singlet of the weakly coupled system and the calculated pulse parameters.
As described in Step 3, the singlet state of the three-spin system consisting of three 1H atoms on the benzene ring of dopamine is prepared and detected. Specifically, firstly, the complete pulse obtained in Step 2 is written into the computer by the NMR instrument language; secondly, a D2O aqueous solution of dopamine is put into the magnetic resonance instrument, and then the field-locking, field-shimming, matching, and tuning are performed; finally, the radio frequency center of the transmitter is set to the three 1H on the benzene ring of dopamine, and the complete pulse written into the computer is applied to prepare and detect the singlet states of the dopamine.
As described in Step 4, the CW decoupling pulse and two gradient field pulses with different amplitudes are applied between the pulses for the singlet preparation and the pulses for the signal detection. This forms a new pulse module. Specifically, the duration of the CW pulse is between 50 ms and 1 s; the amplitude varies from 1 watt to 15 watts; the duration of each of the two gradient field pulses with different amplitudes along the z direction is between 1 ms and 5 ms, with the amplitude varying from 5 to 10 Gauss/cm. This new pulse module including the CW decoupling pulse and the two gradient field pulses with different amplitudes, is written into the computer by the NMR instrument language. Then, the routine procedures such as field-locking, field-shimming, matching, and tuning are performed; finally, the radio frequency center of the transmitter is set to the three 1H on the dopamine benzene ring, and the new pulse sequence which has been written into the computer including the CW decoupling pulse and the two gradient field pulses with different amplitudes is applied to prepare and detect the singlet states of dopamine.
Compared with the existing technology, the beneficial effects of the present invention are as follows:
The invention has good accuracy, sensitivity and selectivity and can accurately detect the dopamine signals from a system containing complex components. At the same time, it can eliminate the interference of the signals of the other substances in the sample. This invention also has the advantages of simple operation and non-intervention. It can be used to monitor the amount and distribution of dopamine in-vivo, and has important applications in the fields of biology and medicine.
Compared with the existing technologies, the present invention has the following advantages:
(1) The existing magnetic resonance technology cannot achieve selective observation of dopamine signals while suppressing all other signals in the sample;
(2) It can be applied to living organisms without the need to inject molecular probes into the organism, and can detect dopamine molecules in real-time and in vivo without damaging tissue cells;
(3) There is no need to separate the dopamine molecules in the tested sample, and it can be applied to the detection of dopamine in the mixture samples.
(4) There is no dependence on the field strength, as long as the J coupling values and the chemical shifts of the three 1H spins on the benzene ring of dopamine are obtained, the required parameters in the pulse sequence can be calculated by MATLAB, and the selective observation of dopamine can be realized.
(5) The method is simple. There is no need to damage the dopamine molecule, and selective detection of the dopamine molecules can be achieved by using the specific pulse sequence in an NMR instrument.
The present invention will be further described in detail with the reference to the following specific examples and figures.
NMR Instrument: Bruker AVANCE III 500 NMR spectroscopy.
The example was carried out as follows:
Step A: Analyze the 1H NMR spectrum of dopamine and make the signal assignment. In the 1H NMR spectrum of dopamine (see
ω1=36.5 Hz,ω2=−7.8 Hz,ω3=−36.5 Hz;
J12=0 Hz,J13=8.14 Hz,J23=2.18 Hz.
Step B: Design a pulse sequence that can be used to selectively detect the signals of dopamine molecules based on the nuclear spin singlets. According to the characteristics of the spin system of dopamine, the pulse sequence in
Ĥ=ω1Î1z+ω2Î2z+ω3Î3z+2πJ12Î1zÎ2z+2πJ13Î1zÎ3z+2πÎ2zÎ3z
û(τ)=e−iĤτ
û*(τ)=eiĤτ
wherein, ω1, ω2, ω3 represent the resonance frequencies of the three 1H spins on the benzene ring of dopamine. Î1z,Î2z,Î3z are the base operators along the z axis of the three-spin system. τ is the evolution time, û(τ) is the evolution operator after τ time, û*(τ) is the transposed complex conjugate of ŷ(τ), and Ĥ is the spin system Hamiltonian.
The operator of the φ degree hard pulse along the x direction is as follows:
ûx(φ)=e−i*(Î
û*x(φ)=ei*(Î
wherein, Î1x,Î2x,Î3x are the base operators along the x axis of the three-spin system, and û*x(φ) is the transposed complex conjugate of ûx(φ).
The three-spin system is in the thermal equilibrium at room temperature, and thus the density operator is as follows:
{circumflex over (ρ)}0=Î1z+Î2z+Î3z
The evolution process of the density operator corresponding to the pulse sequence in
1. After applying a 90-degree hard pulse along the x direction, the density operator can be written as:
2. After the evolution through time of τ1, the density operator becomes:
{circumflex over (ρ)}2=û(τ1){circumflex over (ρ)}1û*(τ1)
3. After applying a 180-degree hard pulse along the x direction, the density operator becomes:
{circumflex over (ρ)}3=ûx(π){circumflex over (ρ)}2û*x(π)
4. After the evolution through time of τ1+τ2, the density operator becomes:
{circumflex over (ρ)}4=û(τ1+τ2){circumflex over (ρ)}3û*(τ1+τ2)
5. After applying a 90-degree hard pulse along the y direction, the density operator becomes:
6. After the evolution through time of τ3, the density operator becomes:
{circumflex over (ρ)}6=û(τ3){circumflex over (p)}5û*(τ3)
After the evolution under the operation operators of Hamilton and the hard pulse, the target operator of the single state is:
The trace of the product of {circumflex over (ρ)}6 and the target operator {circumflex over (Q)} yields the singlet conversion efficiency, S:
S=trace({circumflex over (Q)}{circumflex over (ρ)}6)
To maximize the singlet conversion efficiency, τ1, τ2, and τ3 need to be optimized.
7. After the evolution through time of τ3, the gradient field pulse, g1, is applied to remove all other signals except the spin singlets in the sample. The spin singlets are not affected by the gradient field pulse, g1.
8. After the gradient field pulse, g1, a decoupling pulse with a period of τm is applied to preserve the spin singlets in the sample.
9. After the decoupling pulse, the gradient field pulse, g2, is applied to further suppress all other signals except the spin singlets in the sample.
Because the spin singlets cannot be directly detected in the NMR instrument, it needs to be converted into the observable signals. The signal evolution of the system after the gradient field pulse, g2, is as follows:
10. After the evolution through time of τ4, the density operator becomes:
{circumflex over (ρ)}7=û(τ4){circumflex over (Q)}û*(τ4)
11. After applying a 90-degree hard pulse along the y direction, the density operator becomes:
12. After the evolution through time of τ5, the density operator becomes:
{circumflex over (ρ)}9=û(τ5){circumflex over (Q)}û*(τ5)
If using the quantum state after the singlet preparation as the initial state, to have the best optimized singlet preparation efficiency, the target quantum state is:
{circumflex over (P)}=½(Î1xÎ3z+Î1zÎ3x)+½(Î2xÎ3z+Î3xÎ2z)
The trace of the product of {circumflex over (ρ)}9 and the target quantum state {circumflex over (P)} yields the projection of the final state on the target quantum state:
R=trace({circumflex over (P)}{circumflex over (ρ)}9)
wherein, R represents the observable signal transformed from the spin singlets. In order to achieve the maximum value of R, τ4 and τ5 need to be optimized.
Step C: Use the pulse sequence designed in Step B to selectively detect the signals of dopamine. The experimental parameters need to be optimized. The optimized experimental parameters in this experiment are as follows: τ1=30.9 ms, τ2=6.8 ms, τ3=3.4 ms, τ4=6.8 ms, τ5=3.3 ms. The gradient field pulse, g1, is applied along the z direction, the pulse length is 1 ms and the amplitude is 5 Gauss/cm. The direction, length, and power of the gradient pulse, g2, is the same as g1. A CW pulse is used as the decoupling pulse. The decoupling time is 100 ms, and the decoupling amplitude is 3 watts. The NMR spectrum in
This embodiment comprises the following steps:
The instrument used in this embodiment is Bruker AVANCE III 500 NMR spectroscopy.
The specific steps from the singlet preparation of dopamine to the realization of the filtering of dopamine signals are as follows:
Step 1: This embodiment is a system in which dopamine is dissolved in D2O. Preparing an aqueous solution of dopamine with a mass fraction of 3%. In the NMR experiment, a 90-degree hard pulse is applied, obtaining the signal peaks of the dopamine 1H spectrum shown in
ω1=36.5 Hz,ω2=−7.8 Hz,ω3=−36.5 Hz;
J12=0 HZ,J13=8.14 Hz,J23=2.18 Hz.
Step 2: Firstly, the Pauli operator is used to construct the base operator of the three-spin system. Then according to the chemical shifts and the J coupling values of the three 1H spin system of dopamine obtained in Step 1, the spin Hamiltonians and the evolution operators of the three-spin system are as follows:
Ĥ=ω1Î1z+ω3Î2z+ω3Î3z+2πJ12Î1zÎ2z+2πJ13Î1zÎ3z+2πJ23Î2zÎ3z
û(τ)=e−iĤτ
û*(τ)=eiĤτ
Wherein, ω1, ω2, ω3 represent the values of the chemical shift of the three 41 spins on the benzene ring of dopamine respectively. Î1z,Î2z,Î3z are the base operators along the z axis of the three-spin system; T is the evolution time, û(τ) is the evolution operator after τ time, û*(τ) is the transposed complex conjugate of û(t), and Ĥ is the Hamiltonian of the spin system.
Shown as an example, the operator of the 90-degree hard pulse along the x direction is as follows:
Wherein, Î1x,Î2x,Î3x are the base operators along the x axis of the three-spin system, and
is the transposed complex conjugate of
The three-spin system is in the thermal equilibrium at room temperature, and thus the density operator is as follows:
{circumflex over (ρ)}0=Î1z+Î2z+Î3z
The pulse form of the two-spin system singlet prepared in the weakly coupled system is as shown in
1. After applying a 90-degree hard pulse along the x direction, the density operator can be written as:
2. After the evolution through time of τ1, the density operator becomes:
{circumflex over (ρ)}2=û(τ1){circumflex over (ρ)}1û*(τ1)
3. After applying a 180-degree hard pulse along the x direction, the density operator becomes:
{circumflex over (ρ)}3=ûx(π){circumflex over (ρ)}2û*x(π)
4. After the evolution through time of τ1+τ2, the density operator becomes:
{circumflex over (ρ)}4=û(τ1+τ2){circumflex over (p)}3û*(τ1+τ2)
5. After applying a 90-degree hard pulse along the y direction, the density operator becomes:
6. After the evolution through time of τ3, the density operator becomes:
{circumflex over (ρ)}6={circumflex over (u)}(τ3){circumflex over (ρ)}5{circumflex over (u)}*(τ3)
Wherein,
The function of this pulse is to prepare the singlet state of the three-spin system consisting of three 1H on the benzene ring of dopamine. It can be named as the preparation pulse for short.
After the evolution under the operation operators of Hamilton and hard pulse, the targeted operator of the singlet state is:
After the evolution under the operation operators of hard pulse and Hamilton, the trace of the product of {circumflex over (ρ)}6 and the target operator {circumflex over (Q)} yields the projection on the singlet state:
S=trace({circumflex over (Q)}{circumflex over (ρ)}6)
Wherein, S represents the conversion efficiency of the singlet state. In order to maximize the singlet state conversion efficiency, it is needed to use MATLAB to perform a simulation to obtain the appropriate parameters. Firstly, writing the above formulas into MATLAB scripts respectively; then continuously optimize the values of τ1, τ2 through programming, so that the singlet state conversion efficiency (the absolute value of S) reaches the optimal value. After optimizing, τ1=30.9 ms, τ2=6.8 ms, and the singlet efficiency can reach the optimal value.
Because the single state is not a single quantum signal, and the spin singlet cannot be directly detected in the NMR instrument. It is necessary to apply the detection pulse in order to detect the singlet state signals. The detection pulse form is as follows:
1. After the evolution through time of τ4, the density operator becomes:
{circumflex over (ρ)}7=û(τ4){circumflex over (Q)}û*(τ4)
2. After applying a 90-degree hard pulse along the y direction, the density operator becomes:
3. After the evolution through time of τ5, the density operator becomes:
{circumflex over (ρ)}9=û(τ5){circumflex over (Q)}û*(τ5)
If using the quantum state after the singlet preparation as the initial state, to have the best-optimized singlet preparation efficiency, the target quantum state is:
{circumflex over (P)}=½({circumflex over (I)}1x{circumflex over (I)}3z+{circumflex over (I)}1z{circumflex over (I)}3x)+½({circumflex over (I)}2x{circumflex over (I)}3z+Î3x{circumflex over (I)}2z)
Similarly, after the detection pulse, the trace of the product of {circumflex over (ρ)}9 and the target quantum state {circumflex over (P)} yields the projection of the final state on the target quantum state:
R=trace({circumflex over (P)}{circumflex over (ρ)}9)
Wherein, R represents the conversion efficiency of the target quantum state. In order to achieve the maximum value of R, τ4 and τ5 need to be continuously optimized by MATLAB to maximize the absolute value of R. After optimizing, τ4=3.3 ms,τ5=6.8 ms.
After calculation, the complete pulse sequence to prepare and detect the three-spin system of dopamine is obtained by combining the pulse form of the two-spin system singlet under the weakly coupled system and the calculated pulse parameters.
Step 3: The complete pulse obtained in Step 2 is written into the computer by NMR instrument language; then, a D2O aqueous solution of dopamine is put into the NMR instrument, and then the field-locking, field-shimming, matching, and tuning are performed; finally, the radio frequency center of the transmitter is set to the three 1H on the benzene ring of dopamine, and the complete pulse written into the computer is applied to prepare and detect the singlet states of dopamine. The detected NMR spectrum of dopamine is shown in
The pulse sequence for preparing the spin singlets of dopamine can be designed according to actual needs, and different preparation singlet pulse sequences can be used to realize the singlet preparation of dopamine.
Step 4: Based on the preparation and detection of singlet state in Step 3, a new high power CW pulse and two gradient field pulses with different amplitudes are applied between the pulses for the singlet preparation and the pulses for the signal detection, these pulses form are shown in
NMR Instrument: Bruker AVANCE III 500 NMR spectroscopy.
The example was carried out as follows:
Step A: Prepare an aqueous solution of dopamine, creatine, inositol, and glutamine with a mass fraction of 1.5% for each solute. D2O instead of H2O is used to prepare the solution. The 1H NMR spectrum of the sample is shown in
ω1=36.5 Hz,ω2=−7.8 Hz,ω3=−36.5 Hz;
J12=0 Hz,J13=8.14 Hz,J23=2.18 Hz.
Step B: Because the resonance frequencies and J coupling values of peaks 1, 2 and 3 have not been changed in the complex system, and the spin Hamiltonian thus remains unchanged too. The pulse sequence in
Step C: This step is similar to Step C in Example 1. The parameters used in the experiments are the same as those used in Example 1. The spectrum in
This embodiment comprises the following steps:
The instrument used in this embodiment is Bruker AVANCE III 500 NMR spectroscopy.
The specific steps from the preparation of the spin singlet of dopamine to the realization of the signal filtering are as follows:
Steps 1: Prepare an aqueous solution of dopamine, creatine, inositol, and glutamine with a mass fraction of 1.5% for each solute. Put the solution sample into an NMR instrument. After applying a 90-degree hard pulse, the signals of dopamine as shown in the 1H spectrum in
ω1=36.5 Hz,ω2=−7.8 Hz,ω3=−36.5 Hz;
J12=0 Hz,J13=8.14 Hz,J23=2.18 Hz
Step 2: Because the chemical shifts and J coupling values of peaks 1, 2 and 3 have not been changed in the complex system, and the spin Hamiltonian thus remains unchanged too. The complete pulse sequence of Step 2 of Example 1 can be directly used, which is composed of the pulse sequence for preparing the singlet state of the two-spin system and the calculated pulse parameters under the weakly coupled system.
Step 3: Similar to Step 3 in Example 1, applying the pulse, which has been written into the computer, to prepare and detect the spin singlet of dopamine. The detected dopamine NMR spectrum is shown in
Step 4: Based on the preparation and detection of singlet state in Step 3, a new high power CW pulse and two gradient field pulses with different amplitudes are added between the preparation module of the spin singlets and the module of spin singlet detection. These pulses are shown in
The present invention discloses a method for selectively detecting dopamine molecules based on the magnetic resonance nuclear spin singlet. The method utilizes the nuclear spin singlet of the three 1H spins on the benzene ring of dopamine to realize the selective detection of dopamine signals in complex systems. The present invention detecting dopamine by the magnetic resonance technique, has good accuracy, sensitivity and selectivity, and can accurately detect dopamine signals from a system having complex components, and meanwhile can well eliminate the interference of signals from the other substances. At the same time, the present invention has the advantages of simple operation and non-intervention, and thus can be used to monitor the amount and distribution of the dopamine molecules in a living body. Thus this invention will have important applications in the fields of biology and medicine.
The content described above is only the preferred embodiments of the present invention. The skilled persons in the field may modify or equivalently make some substitution within the spirit of the present invention. All changes made in accordance with the spirit of the present invention should fall within the scope of protection claimed by the present invention.
Number | Date | Country | Kind |
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201811450785.7 | Nov 2018 | CN | national |
Filing Document | Filing Date | Country | Kind |
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PCT/CN2019/121856 | 11/29/2019 | WO |
Publishing Document | Publishing Date | Country | Kind |
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WO2020/108592 | 6/4/2020 | WO | A |
Number | Date | Country |
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106932426 | Jul 2017 | CN |
109521038 | Mar 2019 | CN |
WO 2010014893 | Feb 2010 | WO |
Entry |
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International Search Report issued in PCT/CN2019/121856 (PCT/ISA/210), dated Feb. 26, 2020. |
Written Opinion of the International Searching Authority issued in PCT/CN2019/121856 (PCT/ISA/237), dated Feb. 26, 2020. |
Number | Date | Country | |
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20220003697 A1 | Jan 2022 | US |