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CN107179303A - Droplet fluorescence detection method, device, system, storage medium and computer equipment - Google Patents

Droplet fluorescence detection method, device, system, storage medium and computer equipment Download PDF

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CN107179303A
CN107179303A CN201710344944.4A CN201710344944A CN107179303A CN 107179303 A CN107179303 A CN 107179303A CN 201710344944 A CN201710344944 A CN 201710344944A CN 107179303 A CN107179303 A CN 107179303A
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fluorescence
waveform signal
peak
scattered light
peak position
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CN107179303B (en
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徐秀莉
廖丽敏
师伟展
陈俊霖
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Guangdong Shunde Yong Noo Biological Technology Co Ltd
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Guangdong Shunde Industrial Design Institute
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    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
    • G01N21/62Systems in which the material investigated is excited whereby it emits light or causes a change in wavelength of the incident light
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Abstract

本发明涉及一种微滴荧光检测方法、装置、系统、存储介质及计算机设备,微滴荧光检测方法包括:获取微滴发出的荧光和散射光分别对应的荧光波形信号和散射光波形信号,荧光和散射光为相同采集频率和相同采集起始时间下采集得到的光信号;提取散射光波形信号中有效波段的峰值位置;根据峰值位置从荧光波形信号中提取对应峰值位置处的峰值得到荧光峰值;将提取的荧光峰值存储为对应峰值位置所对应的微滴在荧光波形信号中的检测数据。通过根据散射光波形信号的峰值位置可有针对性地在荧光波形信号中对应的位置处提取峰值得到荧光峰值,不需要对所有波段进行分析提取,可减小对荧光波形信号的数据分析量,从而提高荧光检测效率。

The present invention relates to a microdroplet fluorescence detection method, device, system, storage medium and computer equipment. The microdroplet fluorescence detection method includes: acquiring fluorescence waveform signals and scattered light waveform signals respectively corresponding to the fluorescence emitted by the microdroplets and scattered light; The optical signal collected under the same acquisition frequency and the same acquisition start time as the scattered light; extract the peak position of the effective band in the scattered light waveform signal; extract the peak value at the corresponding peak position from the fluorescence waveform signal according to the peak position to obtain the fluorescence peak value ; Store the extracted fluorescence peak value as the detection data of the droplet corresponding to the peak position in the fluorescence waveform signal. According to the peak position of the scattered light waveform signal, the peak value can be extracted at the corresponding position in the fluorescence waveform signal to obtain the fluorescence peak value. It is not necessary to analyze and extract all the bands, which can reduce the amount of data analysis of the fluorescence waveform signal. Thereby improving the efficiency of fluorescence detection.

Description

微滴荧光检测方法、装置、系统、存储介质与计算机设备Droplet fluorescence detection method, device, system, storage medium and computer equipment

技术领域technical field

本发明涉及测量控制技术领域,特别是涉及一种微滴荧光检测方法、装置、系统、存储介质及计算机设备。The invention relates to the technical field of measurement and control, in particular to a droplet fluorescence detection method, device, system, storage medium and computer equipment.

背景技术Background technique

流式细胞仪、数字PCR(Polymerase Chain Reaction聚合酶链式反应)系统等高精密仪器用于可靠地检测从流道顺序排队而过的微滴(或微球)。目前,检测微滴的常见方法有两种方法,一种是阻抗法,即在流道两侧加上电极,根据微滴通过的时候产生的阻抗变化来确定微滴的数量和大小;另外一种是荧光检测法。荧光检测法的工作原理是:以数字PCR系统为例,油包水结构的微滴内的探针扩增后特异性水解,在一定波长的激发光下发出特定波长范围内的荧光,如FAM染料峰值吸收495nm,峰值发射波长为520nm;VIC染料峰值吸收波长为538nm,峰值发射波长为554nm;荧光检测法采用光源激发带有荧光物质的微滴,采集微滴通过流道时的荧光对应的波形信号并提取峰值、脉宽等数据进行存储,以便分析确定微滴是阴性还是阳性。High-precision instruments such as flow cytometers and digital PCR (Polymerase Chain Reaction) systems are used to reliably detect microdroplets (or microspheres) sequentially queued from the flow channel. At present, there are two common methods for detecting droplets. One is the impedance method, that is, electrodes are added to both sides of the flow channel, and the number and size of the droplets are determined according to the impedance change when the droplets pass through; the other is the impedance method. One is the fluorescence detection method. The working principle of the fluorescence detection method is: taking the digital PCR system as an example, the probe in the water-in-oil microdroplet is specifically hydrolyzed after amplification, and emits fluorescence within a specific wavelength range under excitation light of a certain wavelength, such as FAM The peak absorption wavelength of the dye is 495nm, and the peak emission wavelength is 520nm; the peak absorption wavelength of the VIC dye is 538nm, and the peak emission wavelength is 554nm; the fluorescence detection method uses a light source to excite microdroplets with fluorescent substances, and collects the corresponding fluorescence when the microdroplets pass through the flow channel Waveform signal and extract peak value, pulse width and other data for storage, so as to analyze and determine whether the droplet is negative or positive.

当微滴尺寸比较小,且在阻抗法测量时对阻抗变化无明显贡献时,往往只能选择荧光检测法。传统的荧光检测法通常是直接根据采集的荧光对应的波形信号进行峰值提取并存储,需要对整段波形信号进行提取,数据分析量大,检测效率低。When the size of the droplet is relatively small, and there is no significant contribution to the impedance change in the measurement of the impedance method, the fluorescence detection method is often the only choice. The traditional fluorescence detection method usually extracts and stores the peak value directly according to the waveform signal corresponding to the collected fluorescence, and needs to extract the entire waveform signal, which requires a large amount of data analysis and low detection efficiency.

发明内容Contents of the invention

基于此,有必要针对传统的荧光检测法检测效率低的问题,提供一种提高检测效率的微滴荧光检测方法、装置、系统、存储介质及计算机设备。Based on this, it is necessary to solve the problem of low detection efficiency of the traditional fluorescence detection method, and provide a droplet fluorescence detection method, device, system, storage medium and computer equipment that can improve the detection efficiency.

一种微滴荧光检测方法,包括:A microdroplet fluorescence detection method, comprising:

获取微滴发出的荧光和散射光分别对应的荧光波形信号和散射光波形信号,所述荧光和散射光为相同采集频率和相同采集起始时间下采集得到的光信 号;Obtaining the fluorescence waveform signal and the scattered light waveform signal respectively corresponding to the fluorescence and scattered light emitted by the droplet, the fluorescence and scattered light being optical signals collected under the same acquisition frequency and the same acquisition start time;

提取所述散射光波形信号中有效波段的峰值位置;extracting the peak position of the effective band in the scattered light waveform signal;

根据所述峰值位置从所述荧光波形信号中提取对应所述峰值位置处的峰值得到荧光峰值;extracting a peak value corresponding to the peak position from the fluorescence waveform signal according to the peak position to obtain a fluorescence peak value;

将提取的荧光峰值存储为对应峰值位置所对应的微滴在所述荧光波形信号中的检测数据。The extracted fluorescence peak value is stored as the detection data of the droplet corresponding to the peak position in the fluorescence waveform signal.

一种微滴荧光检测装置,包括:A microdroplet fluorescence detection device, comprising:

波形信号获取模块,用于获取微滴发出的荧光和散射光分别对应的荧光波形信号和散射光波形信号,所述荧光和散射光为相同采集频率和相同采集起始时间下采集得到的光信号;The waveform signal acquisition module is used to acquire the fluorescence waveform signal and the scattered light waveform signal respectively corresponding to the fluorescence and the scattered light emitted by the droplet, and the fluorescence and the scattered light are optical signals collected under the same acquisition frequency and the same acquisition start time ;

峰值位置提取模块,用于提取所述散射光波形信号中有效波段的峰值位置;a peak position extraction module, configured to extract the peak position of the effective band in the scattered light waveform signal;

荧光峰值提取模块,用于根据所述峰值位置从所述荧光波形信号中提取对应所述峰值位置处的峰值得到荧光峰值;A fluorescence peak extraction module, configured to extract a peak corresponding to the peak position from the fluorescence waveform signal according to the peak position to obtain a fluorescence peak;

检测数据存储模块,用于将提取的荧光峰值存储为对应峰值位置所对应的微滴在所述荧光波形信号中的检测数据。The detection data storage module is used to store the extracted fluorescence peak value as the detection data of the droplet corresponding to the peak position in the fluorescence waveform signal.

上述微滴荧光检测方法和装置,通过在获取微滴发出的荧光和散射光分别对应的荧光波形信号和散射光波形信号之后,提取散射光波形信号中有效波段的峰值位置,然后根据峰值位置从荧光波形信号中提取对应峰值位置处的峰值得到荧光峰值,最后将提取的荧光峰值存储为对应峰值位置所对应的微滴在荧光波形信号中的检测数据。通过采用散射光波形信号辅助荧光波形信号的峰值提取,荧光和散射光为相同采集频率和相同采集起始时间下采集得到,因此荧光波形信号和散射光波形信号同步,荧光波形信号的峰值位置与散射光波形信号的峰值位置相同,从而根据散射光波形信号的峰值位置可有针对性地在荧光波形信号中对应的位置处提取峰值得到荧光峰值,不需要对所有波段进行分析提取,可减小对荧光波形信号的数据分析量,从而提高荧光检测效率。The above microdroplet fluorescence detection method and device extract the peak position of the effective band in the scattered light waveform signal after obtaining the fluorescence waveform signal and the scattered light waveform signal respectively corresponding to the fluorescence emitted by the microdroplet and the scattered light, and then according to the peak position from Extract the peak value at the corresponding peak position from the fluorescence waveform signal to obtain the fluorescence peak value, and finally store the extracted fluorescence peak value as the detection data of the droplet corresponding to the peak position in the fluorescence waveform signal. By using the scattered light waveform signal to assist the peak extraction of the fluorescence waveform signal, the fluorescence and scattered light are collected at the same acquisition frequency and the same acquisition start time, so the fluorescence waveform signal and the scattered light waveform signal are synchronized, and the peak position of the fluorescence waveform signal is the same as The peak position of the scattered light waveform signal is the same, so that according to the peak position of the scattered light waveform signal, the peak value can be extracted at the corresponding position in the fluorescence waveform signal to obtain the fluorescence peak value. It is not necessary to analyze and extract all the bands, which can reduce the The amount of data analysis on the fluorescence waveform signal, thereby improving the efficiency of fluorescence detection.

一种存储介质,存储有计算机程序,存储的计算机程序被处理器执行时实现上述微滴荧光检测方法的步骤。A storage medium stores a computer program, and when the stored computer program is executed by a processor, the steps of the above microdroplet fluorescence detection method are realized.

一种计算机设备,包括存储器、处理器及存储在存储器上并可在处理器上 运行的计算机程序,所述处理器执行所述计算机程序时实现上述微滴荧光检测方法的步骤。A computer device comprising a memory, a processor, and a computer program stored on the memory and operable on the processor, when the processor executes the computer program, the steps of the above-mentioned droplet fluorescence detection method are realized.

上述存储介质和计算机设备,可实现上述微滴荧光检测方法,同样可减小对荧光波形信号的数据分析量,从而提高荧光检测效率。The above-mentioned storage medium and computer equipment can realize the above-mentioned droplet fluorescence detection method, and can also reduce the data analysis amount of the fluorescence waveform signal, thereby improving the fluorescence detection efficiency.

一种微滴荧光检测系统,包括散射光采集装置、荧光采集装置和数据处理装置,所述散射光采集装置和所述荧光采集装置分别位于用于微滴流过的流道两侧,且均连接所述数据处理装置;A microdroplet fluorescence detection system, comprising a scattered light collection device, a fluorescence collection device and a data processing device, the scattered light collection device and the fluorescence collection device are respectively located on both sides of the flow channel for the droplet to flow through, and both connecting said data processing means;

所述散射光采集装置和所述荧光采集装置在相同采集频率和相同采集起始时间下采集所述微滴的散射光和荧光,分别得到散射光波形信号和荧光波形信号并发送至所述数据处理装置;The scattered light collection device and the fluorescence collection device collect the scattered light and fluorescence of the droplet at the same collection frequency and the same collection start time, respectively obtain the scattered light waveform signal and the fluorescence waveform signal and send them to the data processing device;

所述数据处理装置提取所述散射光波形信号中有效波段的峰值位置,根据所述峰值位置从所述荧光波形信号中提取对应所述峰值位置处的峰值得到荧光峰值,并将提取的荧光峰值存储为对应峰值位置所对应的微滴在所述荧光波形信号中的检测数据。The data processing device extracts the peak position of the effective band in the scattered light waveform signal, extracts the peak value corresponding to the peak position from the fluorescence waveform signal according to the peak position to obtain the fluorescence peak value, and converts the extracted fluorescence peak value Stored as the detection data of the droplet corresponding to the corresponding peak position in the fluorescent waveform signal.

上述微滴荧光检测系统,通过采用散射光采集装置和荧光采集装置分别采集微滴的散射光和荧光得到散射光波形信号和荧光波形信号并发送至数据处理装置,数据处理装置提取散射光波形信号中有效波段的峰值位置,然后根据峰值位置从荧光波形信号中提取对应峰值位置处的峰值得到荧光峰值,最后将提取的荧光峰值存储为对应峰值位置所对应的微滴在荧光波形信号中的检测数据。通过采用散射光波形信号辅助荧光波形信号的峰值提取,荧光和散射光为相同采集频率和相同采集起始时间下采集得到,因此荧光波形信号和散射光波形信号同步,荧光波形信号的峰值位置与散射光波形信号的峰值位置相同,从而根据散射光波形信号的峰值位置可有针对性地在荧光波形信号中对应的位置处提取峰值得到荧光峰值,不需要对所有波段进行分析提取,可减小对荧光波形信号的数据分析量,从而提高荧光检测效率。The above-mentioned droplet fluorescence detection system collects the scattered light and fluorescence of the droplet respectively by using the scattered light collection device and the fluorescence collection device to obtain the scattered light waveform signal and the fluorescence waveform signal and send them to the data processing device, and the data processing device extracts the scattered light waveform signal The peak position of the effective band in the middle, and then extract the peak value at the corresponding peak position from the fluorescence waveform signal according to the peak position to obtain the fluorescence peak value, and finally store the extracted fluorescence peak value as the detection of the droplet corresponding to the corresponding peak position in the fluorescence waveform signal data. By using the scattered light waveform signal to assist the peak extraction of the fluorescence waveform signal, the fluorescence and scattered light are collected at the same acquisition frequency and the same acquisition start time, so the fluorescence waveform signal and the scattered light waveform signal are synchronized, and the peak position of the fluorescence waveform signal is the same as The peak position of the scattered light waveform signal is the same, so that according to the peak position of the scattered light waveform signal, the peak value can be extracted at the corresponding position in the fluorescence waveform signal to obtain the fluorescence peak value. It is not necessary to analyze and extract all the bands, which can reduce the The amount of data analysis on the fluorescence waveform signal, thereby improving the efficiency of fluorescence detection.

附图说明Description of drawings

图1为一实施例中微滴荧光检测方法的流程图;Fig. 1 is the flowchart of droplet fluorescence detection method in an embodiment;

图2为第一种情况下散射光波形信号和荧光波形信号的示意图;Fig. 2 is the schematic diagram of scattered light waveform signal and fluorescence waveform signal in the first case;

图3为第二种情况下散射光波形信号和荧光波形信号的示意图;Fig. 3 is the schematic diagram of scattered light waveform signal and fluorescent waveform signal in the second case;

图4为第三种情况下散射光波形信号和荧光波形信号的示意图;Fig. 4 is the schematic diagram of scattered light waveform signal and fluorescence waveform signal in the third case;

图5为第四种情况下散射光波形信号和荧光波形信号的示意图;Fig. 5 is the schematic diagram of scattered light waveform signal and fluorescence waveform signal in the fourth case;

图6为另一实施例中微滴荧光检测方法的流程图;Fig. 6 is the flow chart of droplet fluorescence detection method in another embodiment;

图7为一实施例中微滴荧光检测装置的模块结构图;Fig. 7 is a block diagram of a droplet fluorescence detection device in an embodiment;

图8为一实施例中微滴荧光检测系统的结构图;Fig. 8 is a structural diagram of a droplet fluorescence detection system in an embodiment;

图9为一实施例中微滴荧光检测系统的工作位置示意图。Fig. 9 is a schematic diagram of the working position of the droplet fluorescence detection system in an embodiment.

具体实施方式detailed description

参考图1,一实施例中的微滴荧光检测方法,包括如下步骤。Referring to FIG. 1 , the droplet fluorescence detection method in one embodiment includes the following steps.

S110:获取微滴发出的荧光和散射光分别对应的荧光波形信号和散射光波形信号。S110: Acquire fluorescence waveform signals and scattered light waveform signals respectively corresponding to the fluorescence and scattered light emitted by the microdroplet.

其中,荧光和散射光为相同采集频率和相同采集起始时间下采集得到的光信号。Wherein, the fluorescence and the scattered light are optical signals collected under the same collection frequency and the same collection start time.

微滴携带荧光染料,采用光源激发流道内顺序排队而过的微滴激发出荧光以及产生散射光。荧光波形信号对应一个或多个微滴的荧光,散射光波形信号对应一个或多个微滴的散射光。由于荧光和散射光的采集频率和采集起始时间相同,可保证采样同步,则荧光和散射光对应的荧光波形信号和散射光波形信号同步。具体地,可通过荧光采集装置和散射光采集装置在相同采集频率和相同采集起始时间下分别采集荧光和散射光,并经过光电信号的转换可以得到荧光波形信号和散射光波形信号。The micro-droplets carry fluorescent dyes, and the light source is used to excite the micro-droplets passing sequentially in the flow channel to excite fluorescence and generate scattered light. The fluorescence waveform signal corresponds to the fluorescence of one or more microdroplets, and the scattered light waveform signal corresponds to the scattered light of one or more microdroplets. Since the acquisition frequency of the fluorescence and the scattered light is the same as the acquisition start time, sampling synchronization can be guaranteed, and the fluorescence waveform signals corresponding to the fluorescence and the scattered light are synchronized with the scattered light waveform signals. Specifically, the fluorescence and scattered light can be collected respectively by the fluorescence collection device and the scattered light collection device at the same collection frequency and the same collection start time, and the fluorescence waveform signal and the scattered light waveform signal can be obtained through the conversion of the photoelectric signal.

S130:提取散射光波形信号中有效波段的峰值位置。S130: Extract the peak position of the effective band in the scattered light waveform signal.

散射光波形信号包括时间上连续的多个波段,有效波段指满足预设条件的波段。峰值位置指有效波段中出现峰值的位置。通过对散射光波形信号进行分析以确定有效波段,从而提取有效波段的峰值位置。The scattered light waveform signal includes a plurality of continuous bands in time, and the effective band refers to a band that satisfies a preset condition. The peak position refers to the position where the peak appears in the effective band. The effective wave band is determined by analyzing the scattered light waveform signal, so as to extract the peak position of the effective wave band.

S150:根据峰值位置从荧光波形信号中提取对应峰值位置处的峰值得到荧光峰值。S150: Extracting the peak value at the corresponding peak position from the fluorescence waveform signal according to the peak position to obtain the fluorescence peak value.

由于散射光波形信号和荧光波形信号同步,因此荧光波形信号出现峰值的位置与散射光波形信号出现峰值的位置相同,从而根据散射光波形信号中的峰值位置可确定需要从荧光波形信号中提取峰值的位置。Since the scattered light waveform signal and the fluorescent waveform signal are synchronized, the peak position of the fluorescent waveform signal is the same as the peak position of the scattered light waveform signal, so it can be determined that the peak value needs to be extracted from the fluorescent waveform signal according to the peak position in the scattered light waveform signal s position.

S170:将提取的荧光峰值存储为对应峰值位置所对应的微滴在荧光波形信号中的检测数据。S170: Store the extracted fluorescence peak as detection data of the droplet corresponding to the peak position in the fluorescence waveform signal.

峰值位置与微滴的对应关系可根据预先存储的对应关系确定,例如,可预先存储各个微滴的序号与散射峰波形信号中的波段之间的对应关系,即哪个波段对应哪个序号的微滴;通过确定峰值位置属于哪个波段,即可获取峰值位置对应哪个序号的微滴,从而将根据峰值位置提取的荧光峰值作为对应微滴在荧光峰值所在的荧光检测通道中的检测数据。The corresponding relationship between the peak position and the droplet can be determined according to the pre-stored corresponding relationship, for example, the corresponding relationship between the sequence number of each droplet and the band in the scattering peak waveform signal can be stored in advance, that is, which band corresponds to which serial number of the droplet ; By determining which band the peak position belongs to, the droplet corresponding to the serial number of the peak position can be obtained, so that the fluorescence peak extracted according to the peak position is used as the detection data of the corresponding droplet in the fluorescence detection channel where the fluorescence peak is located.

具体地,荧光波形信号的数量可以有多个。即,同一时刻,对微滴进行荧光采集的荧光采集装置有多个,从而得到的同步的荧光波形信号有多个。例如,在有微滴流过的流道一侧设置一散射光采集装置,另一侧设置两个荧光采集装置,散射光采集装置和两个荧光采集装置同时采集,可得到同步的一路散射光波形信号和两路荧光波形信号。此时,步骤S150为:根据峰值位置分别从各荧光波形信号中提取对应位置处的峰值,得到各荧光波形信号对应峰值位置的荧光峰值;步骤S170为:将提取的荧光峰值存储为对应峰值位置所对应的微滴在荧光峰值所在的荧光波形信号中的检测数据。Specifically, there may be multiple fluorescence waveform signals. That is, at the same time, there are multiple fluorescence collection devices that collect fluorescence from the microdroplets, and thus multiple synchronized fluorescence waveform signals are obtained. For example, a scattered light collection device is installed on one side of the flow channel where droplets flow, and two fluorescence collection devices are installed on the other side. The scattered light collection device and the two fluorescence collection devices collect simultaneously, and a synchronous scattered light waveform signal and two fluorescent waveform signals. At this time, step S150 is: extract the peak value at the corresponding position from each fluorescence waveform signal according to the peak position, and obtain the fluorescence peak value corresponding to the peak position of each fluorescence waveform signal; step S170 is: store the extracted fluorescence peak value as the corresponding peak position The detection data of the corresponding microdroplet in the fluorescence waveform signal where the fluorescence peak is located.

例如,对于峰值位置X,对应的微滴为第一个微滴,从第一路荧光波形信号中提取得到的荧光峰值为a1,从第二路荧光波形信号中提取得到的荧光峰值为b1,则需要存储的信息包括:第一微滴在第一路荧光波形信号中的检测数据为a1,在第二路荧光波形信号中的检测数据为b1。For example, for the peak position X, the corresponding droplet is the first droplet, the fluorescence peak value extracted from the first fluorescence waveform signal is a1, and the fluorescence peak value extracted from the second fluorescence waveform signal is b1, The information to be stored includes: the detection data of the first droplet in the first fluorescence waveform signal is a1, and the detection data in the second fluorescence waveform signal is b1.

上述微滴荧光检测方法,通过在获取微滴发出的荧光和散射光分别对应的荧光波形信号和散射光波形信号之后,提取散射光波形信号中有效波段的峰值位置,然后根据峰值位置从荧光波形信号中提取对应峰值位置处的峰值得到荧光峰值,最后将提取的荧光峰值存储为对应峰值位置所对应的微滴在荧光波形信号中的检测数据。通过采用散射光波形信号辅助荧光波形信号的峰值提取,荧光和散射光为相同采集频率和相同采集起始时间下采集得到,因此荧光波形 信号和散射光波形信号同步,荧光波形信号的峰值位置与散射光波形信号的峰值位置相同,从而根据散射光波形信号的峰值位置可有针对性地在荧光波形信号中对应的位置处提取峰值得到荧光峰值,不需要对所有波段进行分析提取,可减小对荧光波形信号的数据分析量,从而提高荧光检测效率。The above microdroplet fluorescence detection method, after obtaining the fluorescence waveform signal and the scattered light waveform signal respectively corresponding to the fluorescence emitted by the microdroplet and the scattered light, extracts the peak position of the effective band in the scattered light waveform signal, and then extracts the peak position from the fluorescence waveform according to the peak position The peak value at the corresponding peak position is extracted from the signal to obtain the fluorescence peak value, and finally the extracted fluorescence peak value is stored as the detection data of the droplet corresponding to the corresponding peak position in the fluorescence waveform signal. By using the scattered light waveform signal to assist the peak extraction of the fluorescence waveform signal, the fluorescence and scattered light are collected at the same acquisition frequency and the same acquisition start time, so the fluorescence waveform signal and the scattered light waveform signal are synchronized, and the peak position of the fluorescence waveform signal is the same as The peak position of the scattered light waveform signal is the same, so that according to the peak position of the scattered light waveform signal, the peak value can be extracted at the corresponding position in the fluorescence waveform signal to obtain the fluorescence peak value. It is not necessary to analyze and extract all the bands, which can reduce the The amount of data analysis on the fluorescence waveform signal, thereby improving the efficiency of fluorescence detection.

此外,上述微滴荧光检测方法通过峰值位置与微滴的对应关系,将提取的荧光峰值存储为对应微滴在荧光波形信号中的检测数据,从而可将荧光峰值与微滴进行一一对应,明确荧光峰值与微滴之间的对应关系,避免出现不同微滴之间检测数据错乱的现象,提高数据获取的准确性。In addition, the above microdroplet fluorescence detection method stores the extracted fluorescence peak value as the detection data of the corresponding microdroplet in the fluorescence waveform signal through the corresponding relationship between the peak position and the microdroplet, so that the fluorescence peak value and the microdroplet can be in one-to-one correspondence, Clarify the corresponding relationship between fluorescence peaks and microdroplets, avoid the phenomenon of detection data confusion between different microdroplets, and improve the accuracy of data acquisition.

例如,参考图2、图3、图4和图5,以包括两路荧光波形信号为例,荧光A表示第一路荧光波形信号对应的波形图,荧光B表示第二路荧光波形信号对应的波形图,散射光C表示散射光波形信号的波形图。微滴检测过程中可能出现的情况包括:散射光波形信号和两路荧光波形信号正常,如图2所示;由于流道原因,其中一路荧光波形信号过于微弱从而被淹没在噪声中,如图3所示;流道中有空气、流体速度不稳时,散射光波形信号和荧光波形信号都非常乱,均为杂波,如图4所示;微滴分裂融合现象出现,导致微滴可能出现过分大于、小于正常微滴,从而散射光波形信号和荧光波形信号过大或过小,如图5所示。传统的荧光检测法需要对每一路的荧光波形信号中的每一波段进行提取和判断,计算量大。同时,对于图3所示的情况,在第一路荧光波形信号的峰值点处,第二路荧光波形信号无明显波峰,出现第二路荧光波形信号过于微弱而淹没在噪声中,此时,第二路荧光波形信号中提取不出峰值,易出现微滴的数据存储遗漏;此时,传统的荧光检测法会出现两个荧光波形信号的峰值不一样,保存荧光峰值数组中,相同索引位置下的两个荧光峰值不一定是同一个微滴的提取结果,从而出现数据错乱。采用上述微滴荧光检测方法,可减少计算量提高检测效率,同时通过荧光峰值与微滴对应,可避免数据错位和遗漏。For example, referring to Fig. 2, Fig. 3, Fig. 4 and Fig. 5, taking two fluorescent waveform signals as an example, fluorescent A represents the waveform corresponding to the first fluorescent waveform signal, and fluorescent B represents the corresponding waveform of the second fluorescent waveform signal. Waveform diagram, scattered light C represents the waveform diagram of scattered light waveform signal. Possible situations during the droplet detection process include: the scattered light waveform signal and the two fluorescent waveform signals are normal, as shown in Figure 2; due to the flow channel, one of the fluorescent waveform signals is too weak and is submerged in noise, as shown in Figure 2 As shown in Figure 3 ; when there is air in the flow channel and the fluid velocity is unstable, the scattered light waveform signal and the fluorescent waveform signal are very chaotic, both of which are clutter, as shown in Figure 4; the phenomenon of splitting and fusion of droplets occurs, resulting in the possible emergence of droplets Too much larger or smaller than the normal droplet, so that the scattered light waveform signal and the fluorescence waveform signal are too large or too small, as shown in Figure 5. The traditional fluorescence detection method needs to extract and judge each band in the fluorescence waveform signal of each channel, which requires a large amount of calculation. At the same time, for the situation shown in Figure 3, at the peak point of the first fluorescent waveform signal, the second fluorescent waveform signal has no obvious peak, and the second fluorescent waveform signal is too weak to be submerged in the noise. At this time, The peak value cannot be extracted from the second fluorescence waveform signal, and droplet data storage omissions are prone to occur; at this time, the peak values of the two fluorescence waveform signals will be different in the traditional fluorescence detection method, and the same index position will be saved in the fluorescence peak array. The two fluorescence peaks below are not necessarily the extraction results of the same droplet, resulting in data confusion. By adopting the above microdroplet fluorescence detection method, the amount of calculation can be reduced and the detection efficiency can be improved, and at the same time, data misalignment and omission can be avoided by corresponding the fluorescence peak value to the microdroplet.

在一实施例中,参考图6,步骤S130包括步骤S131至步骤S135。In one embodiment, referring to FIG. 6 , step S130 includes step S131 to step S135 .

S131:提取散射光波形信号中各波段的峰值和脉宽并判断是否提取成功。S131: Extracting the peak value and pulse width of each band in the scattered light waveform signal and judging whether the extraction is successful.

对波段进行峰值和脉宽的具体提取操作,可采用现有公知的技术实现。若 提取到峰值和脉宽,表示提取成功,此时执行步骤S133。The specific extraction operation of the peak value and the pulse width of the band can be realized by using the existing known technology. If the peak value and pulse width are extracted, it means that the extraction is successful, and step S133 is executed at this time.

S133:判断提取到的峰值和脉宽是否分别在预设的峰值范围和预设的脉宽范围内。S133: Determine whether the extracted peak value and pulse width are respectively within a preset peak value range and a preset pulse width range.

峰值范围和脉宽范围分别用于限定峰值和脉宽的正常取值范围;若步骤S133的判断结果为是,表示提取的峰值在峰值范围内且提取的脉宽在脉宽范围内,此时执行步骤S135。The peak value range and the pulse width range are used to limit the normal value range of the peak value and the pulse width respectively; Execute step S135.

具体地,峰值范围和脉宽范围可以根据经验值预先存储,也可以通过接收用户实时输入的数值范围获取得到。例如,在一实施例中,步骤S133之前,还包括范围确定步骤:接收输入的峰值范围和脉宽范围并分别作为预设的峰值范围和预设的脉宽范围。具体地,范围确定步骤可以是在步骤S131之后执行,也可以在步骤S110之后、步骤S131之前执行,还可以在步骤S110之前执行。Specifically, the peak value range and the pulse width range may be stored in advance according to empirical values, or may be obtained by receiving a value range input by a user in real time. For example, in one embodiment, before step S133, a range determination step is further included: receiving the input peak range and pulse width range as a preset peak range and a preset pulse width range respectively. Specifically, the step of determining the range may be performed after step S131, or may be performed after step S110 but before step S131, or may be performed before step S110.

S135:将提取到峰值和脉宽的波段作为有效波段,并提取有效波段的峰值位置。S135: Use the extracted band with the peak value and pulse width as an effective band, and extract the peak position of the effective band.

提取的峰值在峰值范围内且提取的脉宽在脉宽范围内,则表示对应的波段满足预设条件,将对应的波段作为有效波段,以便提取峰值位置。If the extracted peak value is within the peak value range and the extracted pulse width is within the pulse width range, it means that the corresponding band satisfies the preset condition, and the corresponding band is taken as an effective band to extract the peak position.

步骤S131至步骤S135通过提取波段的峰值和脉宽分析是否在各自对应的峰值范围和脉宽范围内,从而确定对应的波段是否为有效波段,可有效地有效波段之外的波段剔除掉,提高峰值位置提取的准确性。可以理解,在其他实施例中,还可以提取波段的其他参数分析是否为有效波段。From step S131 to step S135, by extracting the peak value and pulse width of the band and analyzing whether they are in the corresponding peak range and pulse width range, it is determined whether the corresponding band is an effective band, and the bands outside the effective band can be effectively eliminated to improve Accuracy of peak position extraction. It can be understood that in other embodiments, other parameters of the band may also be extracted to analyze whether it is a valid band.

在一实施例中,继续参考图6,步骤S131之后,若峰值和脉宽提取不成功,则执行步骤S132。In one embodiment, continue to refer to FIG. 6 , after step S131 , if the extraction of the peak value and pulse width is not successful, step S132 is executed.

S132:将对应波段所对应的微滴记录为杂波微滴。S132: Record the droplets corresponding to the corresponding bands as clutter droplets.

没有提取到峰值和脉宽,则表示提取不成功,可认定为对应的波段被噪声淹没,例如图4所示的波形中,所有波段均提取不到峰值和脉宽;此时,可以将没有提取到的波段对应的数据丢弃,将对应波段所对应的微滴记录为杂波微滴。If the peak value and pulse width are not extracted, it means that the extraction is unsuccessful, and it can be determined that the corresponding band is submerged by noise. For example, in the waveform shown in Figure 4, the peak value and pulse width cannot be extracted for all bands; The data corresponding to the extracted bands are discarded, and the droplets corresponding to the corresponding bands are recorded as clutter droplets.

具体地,步骤S133之后,若提取到的峰值和脉宽没有分别在峰值范围和脉宽范围内,则执行步骤S134。Specifically, after step S133, if the extracted peak value and pulse width are not within the peak value range and pulse width range respectively, step S134 is executed.

S134:将对应波段所对应的微滴记录为大小异常微滴。S134: Record the droplet corresponding to the corresponding band as a droplet with an abnormal size.

提取到的峰值和脉宽没有分别在峰值范围和脉宽范围内,包括的情况有:峰值没有在峰值范围内且脉宽没有在脉宽范围内、峰值没有在峰值范围内且脉宽在脉宽范围内、峰值在峰值范围内且脉宽没有在峰值范围内;其中,峰值没有在峰值范围内包括峰值小于峰值范围的最小值和峰值大于峰值范围的最大值两种情况,脉宽没有在脉宽范围内包括脉宽小于脉宽范围的最小值和脉宽大于脉宽范围的最大值两种情况。当提取到的峰值和脉宽没有分别在峰值范围和脉宽范围内时,参见图5所示的情况,表示对应波段的波形形状过大或过小,从而对应的微滴过大或过小,此时将对应的微滴记录为大小异常微滴。The extracted peak value and pulse width are not within the peak range and pulse width range respectively, including the following cases: the peak value is not within the peak range and the pulse width is not within the pulse width range, the peak value is not within the peak range and the pulse width is within the pulse width Within a wide range, the peak value is within the peak value range and the pulse width is not within the peak value range; among them, the peak value is not within the peak value range, including the two cases where the peak value is smaller than the minimum value of the peak value range and the peak value is greater than the maximum value of the peak value range, and the pulse width is not within the peak value range. The pulse width range includes two cases where the pulse width is smaller than the minimum value of the pulse width range and the pulse width is greater than the maximum value of the pulse width range. When the extracted peak value and pulse width are not within the peak value range and pulse width range respectively, see the situation shown in Figure 5, it means that the waveform shape of the corresponding band is too large or too small, so that the corresponding droplet is too large or too small , and record the corresponding droplet as an abnormally sized droplet.

通过将有效波段之外的波段对应的微滴进行分类记录,将提取不到峰值和脉宽的波段对应的微滴记录为杂波微滴,将提取到的峰值和脉宽没有分别在峰值范围和脉宽范围内的对应波段所对应的微滴记录为大小异常微滴,可便于用户查看以了解详细情况。By classifying and recording the droplets corresponding to the bands other than the effective band, and recording the droplets corresponding to the bands that cannot extract the peak value and pulse width as clutter droplets, the extracted peak value and pulse width are not in the peak range The droplet corresponding to the corresponding band within the pulse width range is recorded as an abnormally sized droplet, which is convenient for the user to check to understand the detailed situation.

在一实施例中,荧光波形信号和散射光波形信号均包括预设时长内各个时刻对应的波形数据。即一个微滴可对应多个不同时刻的荧光的波形数据,一个或多个微滴的荧光的波形数据组成荧光波形信号。In an embodiment, both the fluorescence waveform signal and the scattered light waveform signal include waveform data corresponding to each moment within a preset time period. That is, one microdroplet can correspond to multiple fluorescence waveform data at different times, and the fluorescence waveform data of one or more microdroplets constitute the fluorescence waveform signal.

继续参考图6,步骤S110之后,步骤S150之前还包括步骤S120。Continuing to refer to FIG. 6 , after step S110 , step S120 is also included before step S150 .

S120:缓存荧光波形信号对应的各时刻的波形数据。S120: Buffer the waveform data at each time point corresponding to the fluorescence waveform signal.

通过缓存波形数据,方便后续查找使用。具体地,步骤S120之后还可以缓存散射光波形信号对应的各时刻的波形数据。By caching waveform data, it is convenient for subsequent search and use. Specifically, after step S120, the waveform data corresponding to the scattered light waveform signal at each time point may also be buffered.

具体地,步骤S150包括步骤S151至步骤S154。Specifically, step S150 includes step S151 to step S154.

S151:获取峰值位置对应的时刻,查找荧光波形信号中峰值位置对应的时刻所在的预设时间范围内的波段。其中,预设时间范围以峰值位置对应的时刻为中间值。S151: Obtain the time corresponding to the peak position, and search for the band within the preset time range where the time corresponding to the peak position in the fluorescence waveform signal is located. Wherein, the preset time range takes the time corresponding to the peak position as the middle value.

散射峰波形信号由按照时间先后排列的波形数据组成,不同时刻对应为不同位置,因此具体可以采用时刻对应峰值位置。以峰值位置对应的时刻为中间值的预设时间范围,为包括峰值位置对应的时刻在内的时间段。The scattering peak waveform signal is composed of waveform data arranged in chronological order, and different times correspond to different positions, so the time corresponding to the peak position can be specifically used. The preset time range with the time corresponding to the peak position as an intermediate value is a time period including the time corresponding to the peak position.

S152:提取查找到的波段的峰值并判断是否提取成功。若是,则执行步骤 S153;否则执行步骤S154。S152: Extract the peak value of the found band and judge whether the extraction is successful. If yes, execute step S153; otherwise, execute step S154.

由于荧光波形信号和散射光波形信号同步,因此,散射光波形信号中峰值位置对应的波形数据与荧光波形信号中峰值位置对应的时刻所在的位置的波形数据对应为同一微滴在同一位置处的检测数据;由于荧光和散射光采集过程中可能存在误差,因此,通过在荧光波形信号中查找以峰值位置的时刻为中间值的预设时间范围的波段,对查找的波段进行峰值提取,可提高获取峰值的准确性。Since the fluorescent waveform signal and the scattered light waveform signal are synchronized, the waveform data corresponding to the peak position in the scattered light waveform signal and the waveform data at the time corresponding to the peak position in the fluorescent waveform signal correspond to the same droplet at the same position Detection data; because there may be errors in the collection process of fluorescence and scattered light, therefore, by searching for the band in the preset time range with the moment of the peak position as the intermediate value in the fluorescence waveform signal, and extracting the peak value of the searched band, it can improve Get peak accuracy.

S153:将提取的峰值作为对应峰值位置处的荧光峰值。S153: Use the extracted peak as the fluorescence peak at the corresponding peak position.

S154:从缓存的波形数据中查找峰值位置对应的时刻所对应的波形数据作为对应峰值位置处的荧光峰值。S154: Find the waveform data corresponding to the moment corresponding to the peak position from the buffered waveform data as the fluorescence peak at the corresponding peak position.

对于已经提取从散射光波形信号中提取到峰值位置的波段,表示对应的微滴为正常微滴,荧光波形信号存在的两种情况是:荧光波形信号正常,可提取到峰值,参考图2;荧光波形信号被噪声淹没,提取不到峰值,参考图3中被噪声淹没的第二路荧光波形信号。若从查找的波段中成功提取到峰值,则将提取的峰值作为荧光峰值,准确性高;若提取不到峰值,则从缓存的数据中查找对应的波形数据作为荧光峰值;如此,无论能否提取到峰值均可确保获取到对应的荧光峰值,可避免出现传统荧光检测法中的数据遗漏现象,且数据获取准确性高。For the wave band that has been extracted from the scattered light waveform signal to the peak position, it means that the corresponding droplet is a normal droplet, and there are two situations in which the fluorescent waveform signal exists: the fluorescent waveform signal is normal, and the peak value can be extracted, refer to Figure 2; The fluorescent waveform signal is submerged by noise, and the peak value cannot be extracted. Refer to the second fluorescent waveform signal submerged by noise in Figure 3. If the peak value is successfully extracted from the searched band, the extracted peak value will be used as the fluorescence peak value with high accuracy; if the peak value cannot be extracted, the corresponding waveform data will be searched from the cached data as the fluorescence peak value; Extracting the peak can ensure that the corresponding fluorescence peak can be obtained, which can avoid the data omission phenomenon in the traditional fluorescence detection method, and the data acquisition accuracy is high.

具体地,峰值位置的数量有多个。因此,各峰值位置均对应各自的荧光峰值。请继续参考图6,步骤S170之后,还包括步骤S180和步骤S190。Specifically, there are multiple peak positions. Therefore, each peak position corresponds to a respective fluorescence peak. Please continue to refer to FIG. 6 , after step S170 , step S180 and step S190 are also included.

S180:判断所有的峰值位置是否均对应有荧光峰值。S180: Determine whether all peak positions correspond to fluorescence peaks.

若否,则表示荧光信号中还有峰值未提取,此时执行步骤S190。If not, it means that there are still peaks in the fluorescent signal that have not been extracted, and step S190 is executed at this time.

S190:获取下一个峰值位置得到新的峰值位置,并返回步骤S150。S190: Obtain the next peak position to obtain a new peak position, and return to step S150.

具体地,步骤S190返回步骤S151。本实施例中,步骤S150和步骤S170为按照峰值位置的先后顺序依次执行,即步骤S150根据前一个峰值位置获取荧光峰值、步骤S170存储荧光峰值为对应微滴的检测数据后,再返回步骤S150根据下一个峰值位置获取荧光峰值,直到根据所有的峰值位置获取荧光峰值。如此,可确保所有的峰值位置均对应得到一个荧光峰值,避免漏掉数据。Specifically, step S190 returns to step S151. In this embodiment, step S150 and step S170 are performed sequentially according to the order of peak positions, that is, step S150 obtains the fluorescence peak value according to the previous peak position, and step S170 stores the fluorescence peak value as the detection data of the corresponding droplet, and then returns to step S150 The fluorescence peak is obtained according to the next peak position until the fluorescence peak is obtained according to all peak positions. In this way, it can be ensured that all peak positions correspond to a fluorescence peak, avoiding missing data.

一种存储介质,存储有计算机程序,存储的计算机程序被处理器执行时实现上述微滴荧光检测方法的步骤。A storage medium stores a computer program, and when the stored computer program is executed by a processor, the steps of the above microdroplet fluorescence detection method are realized.

一种计算机设备,包括存储器、处理器及存储在存储器上并可在处理器上运行的计算机程序,处理器执行计算机程序时实现上述微滴荧光检测方法的步骤。A computer device includes a memory, a processor, and a computer program stored in the memory and operable on the processor. When the processor executes the computer program, the steps of the above microdroplet fluorescence detection method are realized.

上述存储介质和计算机设备,由于包括了上述微滴荧光检测方法,同理可减小对荧光波形信号的数据分析量,从而提高荧光检测效率;且数据获取的准确性高。The above-mentioned storage medium and computer equipment include the above-mentioned droplet fluorescence detection method, similarly, the amount of data analysis on the fluorescence waveform signal can be reduced, thereby improving the efficiency of fluorescence detection; and the accuracy of data acquisition is high.

参考图7,一种微滴荧光检测装置,包括波形信号获取模块110、峰值位置提取模块130、荧光峰值提取模块150和检测数据存储模块170。Referring to FIG. 7 , a droplet fluorescence detection device includes a waveform signal acquisition module 110 , a peak position extraction module 130 , a fluorescence peak extraction module 150 and a detection data storage module 170 .

波形信号获取模块110用于获取微滴发出的荧光和散射光分别对应的荧光波形信号和散射光波形信号,荧光和散射光为相同采集频率和相同采集起始时间下采集得到的光信号。The waveform signal acquiring module 110 is used to acquire the fluorescence waveform signal and the scattered light waveform signal respectively corresponding to the fluorescence and scattered light emitted by the droplet. The fluorescence and scattered light are optical signals acquired at the same acquisition frequency and the same acquisition start time.

峰值位置提取模块130用于提取散射光波形信号中有效波段的峰值位置。The peak position extraction module 130 is used to extract the peak position of the effective band in the scattered light waveform signal.

荧光峰值提取模块150用于根据峰值位置从荧光波形信号中提取对应峰值位置处的峰值得到荧光峰值。The fluorescence peak extraction module 150 is used to extract the peak value at the corresponding peak position from the fluorescence waveform signal according to the peak position to obtain the fluorescence peak value.

检测数据存储模块170用于将提取的荧光峰值存储为对应峰值位置所对应的微滴在荧光波形信号中的检测数据。The detection data storage module 170 is used for storing the extracted fluorescence peak as detection data of the droplet corresponding to the peak position in the fluorescence waveform signal.

上述微滴荧光检测装置,通过在波形信号获取模块110获取微滴发出的荧光和散射光分别对应的荧光波形信号和散射光波形信号之后,峰值位置提取模块130提取散射光波形信号中有效波段的峰值位置,然后荧光峰值提取模块150根据峰值位置从荧光波形信号中提取对应峰值位置处的峰值得到荧光峰值,最后检测数据存储模块170将提取的荧光峰值存储为对应峰值位置所对应的微滴在荧光波形信号中的检测数据。通过采用散射光波形信号辅助荧光波形信号的峰值提取,荧光和散射光为相同采集频率和相同采集起始时间下采集得到,因此荧光波形信号和散射光波形信号同步,荧光波形信号的峰值位置与散射光波形信号的峰值位置相同,从而根据散射光波形信号的峰值位置可有针对性地在荧光波形信号中对应的位置处提取峰值得到荧光峰值,不需要对所有波段进行 分析提取,可减小对荧光波形信号的数据分析量,从而提高荧光检测效率。In the above-mentioned microdroplet fluorescence detection device, after the waveform signal acquisition module 110 acquires the fluorescence waveform signal and the scattered light waveform signal respectively corresponding to the fluorescence emitted by the microdroplet and the scattered light, the peak position extraction module 130 extracts the part of the effective band in the scattered light waveform signal peak position, then the fluorescence peak extraction module 150 extracts the peak value at the corresponding peak position from the fluorescence waveform signal according to the peak position to obtain the fluorescence peak value, and finally the detection data storage module 170 stores the extracted fluorescence peak value as the droplet corresponding to the corresponding peak position Detection data in the fluorescence waveform signal. By using the scattered light waveform signal to assist the peak extraction of the fluorescence waveform signal, the fluorescence and scattered light are collected at the same acquisition frequency and the same acquisition start time, so the fluorescence waveform signal and the scattered light waveform signal are synchronized, and the peak position of the fluorescence waveform signal is the same as The peak position of the scattered light waveform signal is the same, so that according to the peak position of the scattered light waveform signal, the peak value can be extracted at the corresponding position in the fluorescence waveform signal to obtain the fluorescence peak value. It is not necessary to analyze and extract all the bands, which can reduce the The amount of data analysis on the fluorescence waveform signal, thereby improving the efficiency of fluorescence detection.

此外,通过峰值位置与微滴的对应关系,将提取的荧光峰值存储为对应微滴在荧光波形信号中的检测数据,从而可将荧光峰值与微滴进行一一对应,明确荧光峰值与微滴之间的对应关系,避免出现不同微滴之间检测数据错乱的现象,提高数据获取的准确性。In addition, through the corresponding relationship between the peak position and the droplet, the extracted fluorescence peak is stored as the detection data of the corresponding droplet in the fluorescence waveform signal, so that the fluorescence peak and the droplet can be one-to-one corresponding, and the fluorescence peak and the droplet can be clearly defined. The corresponding relationship between them can avoid the phenomenon of detection data confusion between different droplets, and improve the accuracy of data acquisition.

具体地,峰值位置提取模块130具体可采用微滴荧光检测方法中包括步骤S131至步骤S135的方法提取散射光波形信号中有效波段的峰值位置,在此不做赘述。Specifically, the peak position extraction module 130 can specifically extract the peak position of the effective band in the scattered light waveform signal by using the method including steps S131 to S135 in the droplet fluorescence detection method, which will not be described in detail here.

具体地,荧光波形信号和散射光波形信号均包括预设时长内各个时刻对应的波形数据。上述微滴荧光检测装置还包括缓存模块,用于在波形信号获取模块110获取荧光波形信号和散射光波形信号之后,缓存荧光波形信号对应的各时刻的波形数据。荧光峰值提取模块150具体可采用微滴荧光检测方法中步骤S151至步骤S154的方法根据峰值位置获取荧光峰值,在此不做赘述。Specifically, both the fluorescence waveform signal and the scattered light waveform signal include waveform data corresponding to each moment within a preset time period. The droplet fluorescence detection device further includes a buffering module, configured to buffer the waveform data corresponding to each time point of the fluorescence waveform signal after the waveform signal acquisition module 110 acquires the fluorescence waveform signal and the scattered light waveform signal. Specifically, the fluorescence peak extraction module 150 can obtain the fluorescence peak value according to the peak position by using the method from step S151 to step S154 in the droplet fluorescence detection method, which will not be described in detail here.

具体地,上述微滴荧光检测装置还包括循环检测模块(图未示),用于判断所有的峰值位置是否均对应有荧光峰值,若否则获取下一个峰值位置得到新的峰值位置,并控制荧光峰值提取模块150执行相应的功能。Specifically, the above-mentioned droplet fluorescence detection device also includes a cycle detection module (not shown in the figure), which is used to judge whether all peak positions correspond to fluorescence peaks, if not, obtain the next peak position to obtain a new peak position, and control the fluorescence peak position. The peak extraction module 150 performs corresponding functions.

参考图8,一种微滴荧光检测系统,包括散射光采集装置210、荧光采集装置220和数据处理装置230,散射光采集装置210和荧光采集装置220分别位于用于微滴流过的流道300(参考图9)两侧,且均连接数据处理装置230。Referring to FIG. 8 , a droplet fluorescence detection system includes a scattered light collection device 210, a fluorescence collection device 220, and a data processing device 230. The scattered light collection device 210 and the fluorescence collection device 220 are respectively located in the flow channel for the droplet to flow through. 300 (refer to FIG. 9 ), both sides are connected to the data processing device 230 .

散射光采集装置210和荧光采集装置220在相同采集频率和相同采集起始时间下采集微滴的散射光和荧光,分别得到散射光波形信号和荧光波形信号并发送至数据处理装置230。The scattered light collection device 210 and the fluorescence collection device 220 collect the scattered light and fluorescence of the droplet at the same collection frequency and the same collection start time, respectively obtain the scattered light waveform signal and the fluorescence waveform signal and send them to the data processing device 230 .

数据处理装置230提取散射光波形信号中有效波段的峰值位置,根据峰值位置从荧光波形信号中提取对应峰值位置处的峰值得到荧光峰值,并将提取的荧光峰值存储为对应峰值位置所对应的微滴在荧光波形信号中的检测数据。The data processing device 230 extracts the peak position of the effective wave band in the scattered light waveform signal, extracts the peak value at the corresponding peak position from the fluorescence waveform signal according to the peak position to obtain the fluorescence peak value, and stores the extracted fluorescence peak value as the corresponding peak position. Detection data of droplets in fluorescent waveform signals.

上述微滴荧光检测系统,通过采用散射光采集装置210和荧光采集装置220分别采集微滴的散射光和荧光得到散射光波形信号和荧光波形信号并发送至数据处理装置230,数据处理装置230提取散射光波形信号中有效波段的峰值位置, 然后根据峰值位置从荧光波形信号中提取对应峰值位置处的峰值得到荧光峰值,最后将提取的荧光峰值存储为对应峰值位置所对应的微滴在荧光波形信号中的检测数据。通过采用散射光波形信号辅助荧光波形信号的峰值提取,荧光和散射光为相同采集频率和相同采集起始时间下采集得到,因此荧光波形信号和散射光波形信号同步,荧光波形信号的峰值位置与散射光波形信号的峰值位置相同,从而根据散射光波形信号的峰值位置可有针对性地在荧光波形信号中对应的位置处提取峰值得到荧光峰值,不需要对所有波段进行分析提取,可减小对荧光波形信号的数据分析量,从而提高荧光检测效率。The above-mentioned droplet fluorescence detection system collects the scattered light and fluorescence of the droplet respectively by using the scattered light collection device 210 and the fluorescence collection device 220 to obtain the scattered light waveform signal and the fluorescence waveform signal and send them to the data processing device 230, and the data processing device 230 extracts The peak position of the effective band in the scattered light waveform signal, and then extract the peak value at the corresponding peak position from the fluorescence waveform signal according to the peak position to obtain the fluorescence peak value, and finally store the extracted fluorescence peak value as the droplet corresponding to the corresponding peak position in the fluorescence waveform Detection data in the signal. By using the scattered light waveform signal to assist the peak extraction of the fluorescence waveform signal, the fluorescence and scattered light are collected at the same acquisition frequency and the same acquisition start time, so the fluorescence waveform signal and the scattered light waveform signal are synchronized, and the peak position of the fluorescence waveform signal is the same as The peak position of the scattered light waveform signal is the same, so that according to the peak position of the scattered light waveform signal, the peak value can be extracted at the corresponding position in the fluorescence waveform signal to obtain the fluorescence peak value. It is not necessary to analyze and extract all the bands, which can reduce the The amount of data analysis on the fluorescence waveform signal, thereby improving the efficiency of fluorescence detection.

此外,通过峰值位置与微滴的对应关系,将提取的荧光峰值存储为对应微滴在荧光波形信号中的检测数据,从而可将荧光峰值与微滴进行一一对应,明确荧光峰值与微滴之间的对应关系,避免出现不同微滴之间检测数据错乱的现象,提高数据获取的准确性。In addition, through the corresponding relationship between the peak position and the droplet, the extracted fluorescence peak is stored as the detection data of the corresponding droplet in the fluorescence waveform signal, so that the fluorescence peak and the droplet can be one-to-one corresponding, and the fluorescence peak and the droplet can be clearly defined. The corresponding relationship between them can avoid the phenomenon of detection data confusion between different droplets, and improve the accuracy of data acquisition.

在一实施例中,参考图9,荧光采集装置220的数量为多个,数据处理装置230根据峰值位置分别从各荧光采集装置220对应的荧光波形信号中提取对应峰值位置处的峰值,得到各荧光波形信号对应峰值位置的荧光峰值,将提取的荧光峰值存储为对应峰值位置所对应的微滴在荧光峰值所在的荧光波形信号中的检测数据。In one embodiment, referring to FIG. 9 , there are multiple fluorescence collection devices 220 , and the data processing device 230 extracts the peak value at the corresponding peak position from the fluorescence waveform signal corresponding to each fluorescence collection device 220 according to the peak position, and obtains each The fluorescent waveform signal corresponds to the fluorescent peak at the peak position, and the extracted fluorescent peak is stored as detection data of the droplet corresponding to the peak position in the fluorescent waveform signal where the fluorescent peak is located.

具体地,散射光采集装置210包括散射光通道光学系统和第一ADC(Analog-to-Digital Converter模数转换器),第一ADC连接散射光通道光学系统和数据处理装置230;荧光采集装置220包括荧光通道光学系统和第二ADC,第二ADC连接荧光通道光学系统和数据处理装置230。第一ADC和第二ADC的采集频率和采集起始时间相同。Specifically, the scattered light collection device 210 includes a scattered light channel optical system and a first ADC (Analog-to-Digital Converter), and the first ADC is connected to the scattered light channel optical system and a data processing device 230; the fluorescence collection device 220 It includes a fluorescence channel optical system and a second ADC, and the second ADC is connected to the fluorescence channel optical system and a data processing device 230 . The acquisition frequency and acquisition start time of the first ADC and the second ADC are the same.

散射光通道光学系统采集微滴的散射光并进行光电转换得到对应的电信号发送至第一ADC,第一ADC按照预设的采集频率和采集起始时间采集散射光对应的电信号得到散射光波形信号并发送至数据处理装置230;荧光通道光学系统采集微滴的荧光并进行光电转换得到对应的电信号发送至第二ADC,第二ADC按照预设的采集频率和采集起始时间采集荧光对应的电信号得到荧光波形信号并发送至数据处理装置230。通过对不同的通道光学系统对应设置各自的 ADC,进行分类采集,可提高数据处理的准确性。The scattered light channel optical system collects the scattered light of the droplet and performs photoelectric conversion to obtain the corresponding electrical signal and sends it to the first ADC. The first ADC collects the electrical signal corresponding to the scattered light according to the preset collection frequency and collection start time to obtain the scattered light The waveform signal is sent to the data processing device 230; the fluorescence channel optical system collects the fluorescence of the droplet and performs photoelectric conversion to obtain a corresponding electrical signal and sends it to the second ADC, and the second ADC collects the fluorescence according to the preset collection frequency and collection start time The corresponding electrical signal is obtained as a fluorescence waveform signal and sent to the data processing device 230 . The accuracy of data processing can be improved by setting corresponding ADCs for different channel optical systems and performing classified collection.

参考图9,D为光源,E为光源光学系统;A、B分别为两个荧光通道光学系统中的光探测器,C为散射光通道光学系统中的光探测器,光探测器用于将光信号转换为电信号;F为散射光通道光学系统的采集通道;G、H分别为两个荧光通道光学系统的采集通道。光源激发流道300内顺序排队而过的微滴激发出荧光以及产生散射光;荧光经过荧光通道光学系统收集,分别被探测器A和探测器B接收;散射光经过散射光通道光学系统收集,被散射光探测器C接收,探测器C放置在以被测微滴球心的球面上,θ为其夹角,θ角度大小可以根据信号的信噪比来调整。Referring to Fig. 9, D is the light source, E is the light source optical system; A and B are the photodetectors in the optical systems of the two fluorescent channels respectively, and C is the photodetector in the scattered light channel optical system, and the photodetectors are used to convert the light The signal is converted into an electrical signal; F is the collection channel of the scattered light channel optical system; G and H are the collection channels of the two fluorescence channel optical systems respectively. The light source excites the microdroplets passing sequentially in the flow channel 300 to excite fluorescence and generate scattered light; the fluorescence is collected by the optical system of the fluorescence channel, and received by detector A and detector B respectively; the scattered light is collected by the optical system of the scattered light channel, Received by the scattered light detector C, the detector C is placed on the spherical surface with the center of the microdroplet under test, θ is its included angle, and the size of the θ angle can be adjusted according to the signal-to-noise ratio of the signal.

以上所述实施例的各技术特征可以进行任意的组合,为使描述简洁,未对上述实施例中的各个技术特征所有可能的组合都进行描述,然而,只要这些技术特征的组合不存在矛盾,都应当认为是本说明书记载的范围。The technical features of the above-mentioned embodiments can be combined arbitrarily. To make the description concise, all possible combinations of the technical features in the above-mentioned embodiments are not described. However, as long as there is no contradiction in the combination of these technical features, should be considered as within the scope of this specification.

以上所述实施例仅表达了本发明的几种实施方式,其描述较为具体和详细,但并不能因此而理解为对发明专利范围的限制。应当指出的是,对于本领域的普通技术人员来说,在不脱离本发明构思的前提下,还可以做出若干变形和改进,这些都属于本发明的保护范围。因此,本发明专利的保护范围应以所附权利要求为准。The above-mentioned embodiments only express several implementation modes of the present invention, and the descriptions thereof are relatively specific and detailed, but should not be construed as limiting the patent scope of the invention. It should be pointed out that those skilled in the art can make several modifications and improvements without departing from the concept of the present invention, and these all belong to the protection scope of the present invention. Therefore, the protection scope of the patent for the present invention should be based on the appended claims.

Claims (10)

1.一种微滴荧光检测方法,其特征在于,包括:1. A microdroplet fluorescence detection method, characterized in that, comprising: 获取微滴发出的荧光和散射光分别对应的荧光波形信号和散射光波形信号,所述荧光和散射光为相同采集频率和相同采集起始时间下采集得到的光信号;Obtaining fluorescence waveform signals and scattered light waveform signals respectively corresponding to the fluorescence and scattered light emitted by the microdroplet, where the fluorescence and scattered light are optical signals collected at the same acquisition frequency and at the same acquisition start time; 提取所述散射光波形信号中有效波段的峰值位置;extracting the peak position of the effective band in the scattered light waveform signal; 根据所述峰值位置从所述荧光波形信号中提取对应所述峰值位置处的峰值得到荧光峰值;extracting a peak value corresponding to the peak position from the fluorescence waveform signal according to the peak position to obtain a fluorescence peak value; 将提取的荧光峰值存储为对应峰值位置所对应的微滴在所述荧光波形信号中的检测数据。The extracted fluorescence peak value is stored as the detection data of the droplet corresponding to the peak position in the fluorescence waveform signal. 2.根据权利要求1所述的微滴荧光检测方法,其特征在于,所述提取所述散射光波形信号中有效波段的峰值位置,包括:2. droplet fluorescence detection method according to claim 1, is characterized in that, described extracting the peak position of effective band in described scattered light waveform signal, comprises: 提取所述散射光波形信号中各波段的峰值和脉宽并判断是否提取成功;Extracting the peak value and pulse width of each band in the scattered light waveform signal and judging whether the extraction is successful; 若提取成功,则判断提取到的峰值和脉宽是否分别在预设的峰值范围和预设的脉宽范围内;If the extraction is successful, it is judged whether the extracted peak value and pulse width are respectively within a preset peak value range and a preset pulse width range; 若是,则将提取到峰值和脉宽的波段作为有效波段,并提取所述有效波段的峰值位置。If yes, the band with the extracted peak value and pulse width is taken as an effective band, and the peak position of the effective band is extracted. 3.根据权利要求2所述的微滴荧光检测方法,其特征在于,所述提取所述散射光波形信号中各波段的峰值和脉宽并判断是否提取成功之后,还包括:3. droplet fluorescence detection method according to claim 2, is characterized in that, after the peak value and the pulse width of each band in the described scattered light waveform signal of described extraction and judging whether to extract successfully, also comprise: 若提取不成功,则将对应波段所对应的微滴记录为杂波微滴;If the extraction is unsuccessful, the droplet corresponding to the corresponding band is recorded as a clutter droplet; 所述判断提取到的峰值和脉宽是否分别在预设的峰值范围和预设的脉宽范围内之后,还包括:After determining whether the extracted peak value and pulse width are respectively within the preset peak value range and the preset pulse width range, it also includes: 若否,则将对应波段所对应的微滴记录为大小异常微滴。If not, the droplet corresponding to the corresponding band is recorded as a droplet with abnormal size. 4.根据权利要求1所述的微滴荧光检测方法,其特征在于,所述荧光波形信号和所述散射光波形信号均包括预设时长内各个时刻对应的波形数据,所述获取微滴发出的荧光和散射光分别对应的荧光波形信号和散射光波形信号之后,所述根据所述峰值位置从所述荧光波形信号中提取对应所述峰值位置处的峰值得到荧光峰值之前,还包括缓存所述荧光波形信号对应的各时刻的波形数据的步骤;4. The microdroplet fluorescence detection method according to claim 1, characterized in that, both the fluorescence waveform signal and the scattered light waveform signal include waveform data corresponding to each moment within a preset time length, and the acquired microdroplet emits After the fluorescence waveform signal and the scattered light waveform signal respectively corresponding to the fluorescence and scattered light, before extracting the peak value corresponding to the peak position from the fluorescence waveform signal according to the peak position to obtain the fluorescence peak value, it also includes buffering the The step of describing the waveform data at each moment corresponding to the fluorescence waveform signal; 所述根据所述峰值位置从所述荧光波形信号中提取对应所述峰值位置处的峰值得到荧光峰值,包括:The extraction of the peak value corresponding to the peak position from the fluorescence waveform signal according to the peak position to obtain the fluorescence peak value includes: 获取所述峰值位置对应的时刻,查找所述荧光波形信号中所述峰值位置对应的时刻所在的预设时间范围内的波段,所述预设时间范围以所述峰值位置对应的时刻为中间值;Obtain the time corresponding to the peak position, and search for the wave band within the preset time range where the time corresponding to the peak position in the fluorescent waveform signal is located, and the preset time range takes the time corresponding to the peak position as an intermediate value ; 提取查找到的波段的峰值并判断是否提取成功;Extract the peak value of the found band and judge whether the extraction is successful; 若是,则将提取的峰值作为对应峰值位置处的荧光峰值;If so, then use the extracted peak as the fluorescence peak at the corresponding peak position; 若否,则从缓存的波形数据中查找所述峰值位置对应的时刻所对应的波形数据作为对应峰值位置处的荧光峰值。If not, the waveform data corresponding to the time corresponding to the peak position is searched from the buffered waveform data as the fluorescence peak at the corresponding peak position. 5.根据权利要求1所述的微滴荧光检测方法,其特征在于,所述峰值位置的数量有多个,所述将提取的荧光峰值存储为对应有效波段所对应的微滴在所述荧光波形信号中的检测数据之后,还包括:5. The microdroplet fluorescence detection method according to claim 1, wherein there are multiple peak positions, and the extracted fluorescence peak value is stored as the microdroplet corresponding to the effective band in the fluorescence peak position. After the detection data in the waveform signal, it also includes: 判断所有的峰值位置是否均对应有荧光峰值;Determine whether all peak positions correspond to fluorescence peaks; 若否,获取下一个峰值位置得到新的峰值位置,并返回所述根据所述峰值位置从所述荧光波形信号中提取对应所述峰值位置处的峰值得到荧光峰值的步骤。If not, acquire the next peak position to obtain a new peak position, and return to the step of extracting the peak value corresponding to the peak position from the fluorescence waveform signal according to the peak position to obtain the fluorescence peak value. 6.一种存储介质,存储有计算机程序,其特征在于,存储的计算机程序被处理器执行时实现如权利要求1-5中任一项所述方法的步骤。6. A storage medium storing a computer program, characterized in that, when the stored computer program is executed by a processor, the steps of the method according to any one of claims 1-5 are implemented. 7.一种计算机设备,包括存储器、处理器及存储在存储器上并可在处理器上运行的计算机程序,其特征在于,所述处理器执行所述计算机程序时实现如权利要求1-5中任意一项所述方法的步骤。7. A computer device, comprising a memory, a processor, and a computer program stored on the memory and operable on the processor, characterized in that, when the processor executes the computer program, the computer program according to claims 1-5 is implemented. The steps of any one of the described methods. 8.一种微滴荧光检测装置,其特征在于,包括:8. A microdroplet fluorescence detection device, characterized in that it comprises: 波形信号获取模块,用于获取微滴发出的荧光和散射光分别对应的荧光波形信号和散射光波形信号,所述荧光和散射光为相同采集频率和相同采集起始时间下采集得到的光信号;The waveform signal acquisition module is used to acquire the fluorescence waveform signal and the scattered light waveform signal respectively corresponding to the fluorescence and the scattered light emitted by the droplet, and the fluorescence and the scattered light are optical signals collected under the same acquisition frequency and the same acquisition start time ; 峰值位置提取模块,用于提取所述散射光波形信号中有效波段的峰值位置;a peak position extraction module, configured to extract the peak position of the effective band in the scattered light waveform signal; 荧光峰值提取模块,用于根据所述峰值位置从所述荧光波形信号中提取对应所述峰值位置处的峰值得到荧光峰值;A fluorescence peak extraction module, configured to extract a peak corresponding to the peak position from the fluorescence waveform signal according to the peak position to obtain a fluorescence peak; 检测数据存储模块,用于将提取的荧光峰值存储为对应峰值位置所对应的微滴在所述荧光波形信号中的检测数据。The detection data storage module is used to store the extracted fluorescence peak value as the detection data of the droplet corresponding to the peak position in the fluorescence waveform signal. 9.一种微滴荧光检测系统,其特征在于,包括散射光采集装置、荧光采集装置和数据处理装置,所述散射光采集装置和所述荧光采集装置分别位于用于微滴流过的流道两侧,且均连接所述数据处理装置;9. A droplet fluorescence detection system, characterized in that it comprises a scattered light collection device, a fluorescence collection device and a data processing device, the scattered light collection device and the fluorescence collection device are respectively located in the stream for the droplet to flow through. Both sides of the road are connected to the data processing device; 所述散射光采集装置和所述荧光采集装置在相同采集频率和相同采集起始时间下采集所述微滴的散射光和荧光,分别得到散射光波形信号和荧光波形信号并发送至所述数据处理装置;The scattered light collection device and the fluorescence collection device collect the scattered light and fluorescence of the droplet at the same collection frequency and the same collection start time, respectively obtain the scattered light waveform signal and the fluorescence waveform signal and send them to the data processing device; 所述数据处理装置提取所述散射光波形信号中有效波段的峰值位置,根据所述峰值位置从所述荧光波形信号中提取对应所述峰值位置处的峰值得到荧光峰值,并将提取的荧光峰值存储为对应峰值位置所对应的微滴在所述荧光波形信号中的检测数据。The data processing device extracts the peak position of the effective band in the scattered light waveform signal, extracts the peak value corresponding to the peak position from the fluorescence waveform signal according to the peak position to obtain the fluorescence peak value, and converts the extracted fluorescence peak value Stored as the detection data of the droplet corresponding to the corresponding peak position in the fluorescent waveform signal. 10.根据权利要求9所述的微滴荧光检测系统,其特征在于,所述荧光采集装置的数量为多个,所述数据处理装置根据所述峰值位置分别从各荧光采集装置对应的荧光波形信号中提取对应所述峰值位置处的峰值得到各荧光波形信号对应的荧光峰值。10. The droplet fluorescence detection system according to claim 9, wherein the number of the fluorescence collection devices is multiple, and the data processing device obtains the fluorescence waveform corresponding to each fluorescence collection device according to the peak position. The peak value corresponding to the peak position is extracted from the signal to obtain the fluorescence peak value corresponding to each fluorescence waveform signal.
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