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CN1651898A - Flow-type imaging particle measurer and its measuring method - Google Patents

Flow-type imaging particle measurer and its measuring method Download PDF

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Publication number
CN1651898A
CN1651898A CN 200510016233 CN200510016233A CN1651898A CN 1651898 A CN1651898 A CN 1651898A CN 200510016233 CN200510016233 CN 200510016233 CN 200510016233 A CN200510016233 A CN 200510016233A CN 1651898 A CN1651898 A CN 1651898A
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lens
particle
light
photosensitive area
photosensor
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CN 200510016233
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CN1327209C (en
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朱险峰
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Tianjin University
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Tianjin University
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Abstract

The present invention discloses a flow type imaging granules measurement equipment. Said equipment includes optical circuit system formed from ligth source, first lens, light diaphragm, semi-transparent semi-reflecting mirror, light barrier, second lens, reflector and their lens; sheathed flow nozzle; and circuit system formed from photosensor, amplifier, trigger signal generator, CCD camera, video interface and computer. Besides, said invention also provides its measurement method, concrete steps and its application.

Description

Flow-type imaging particle measurer and measuring method thereof
Technical field
The present invention relates to the particle sizing technology, specifically is a kind of flow-type imaging particle measurer and measuring method.
Background technology
All use the particle sizing technology in the numerous areas such as industrial and agricultural production, scientific research and scientific experiment, medical research and clinical medicine and pharmacy, chemical industry, petroleum refining industry.For example: measure the particle in the product oil in the petroleum refining process, measure particle in the water in the water treatment procedure, check red tide of sea or pollution of estuary in the environmental science, measure number, size and leukocyte differential count, the sediment urinalysis of blood cell on the clinical medicine and check or the like.Be limited to the limitation of the detection principle that prior art follows, existing surveying instrument can only be measured indirectly according to the electric conductivity or the light scattering characteristic of tested particle mostly, and the surfaceness of particle, form (shape) or the like all influence measuring accuracy.Thereby existing instrument can only check out that particle has or not with particle from the statistics angle and hive off that measuring accuracy is not high, and influenced factor is many, can't be fast and to detect each individual particles in large quantities be what on earth.
Existing particle sizing technology mainly contains craft and micrometron plate coating checking, Ku Erte electrical conductance method and laser low cytometric analysis.Manual and micrometron plate coating checking as shown in Figure 1, it is that the liquid of bleeding is coated on the special glass sheet, naked eyes are counted by microscopic examination.The micrometron plate coating checking then be with machine instead of manual smear, with electron microscope to smear imaging, the automatic recognizing cells of computer software.Representative products has the SP-100 of permanent industry Science and Technology Ltd. of middle section blood cell analytic system, Japanese East Asia company etc.The deficiency of this method is that the sample processing time in early stage is long, and processing speed is slow, and the blood cell number of observation is limited, only limits to blood disease inspection and teaching, still can not be applied to patient examination.
The Ku Erte electrical conductance method as shown in Figure 2, the 201st, constant current source, the 202nd, external electrode, the 203rd, sample cup, the 204th, aperture (reading hole), the 205th, aperture pipe, the 206th, sample suspending liquid, the 207th, interior electrode.The Coulter principle that nineteen fifty-three proposes is based on cell and does not lead galvanic characteristic.Under the effect of liquid stream when cell when being immersed in micropore in the supporting electrolyte (about 70 μ m apertures, 100 μ m are long), resistance just changes between the electrode of micropore both sides, this amplitude of variation is relevant with cell volume.For many years, the blood count analyser made from Coulter principle is used for clinical examination in large quantities.Though company such as Ku Erte, Sysmex has done many improvement on the basis of Coulter principle but this method is difficult to break away from its difficult situation, promptly approaching actual to its result of normal blood specimen, its result of monstrosity and actual deviation to the strict blood test of needs are bigger, clinical outpatient service coincidence rate has only 50%, promptly has the blood preparation of half also should do microexamination after with the inspection of Ku Erte blood counting instrument.
The laser low cytometric analysis as shown in Figure 3, the 301st, flow chamber, the 302nd, nozzle, the 303rd, sample, the 304th, sheath fluid, the 305th, laser instrument, the 306th, forward scattering photo-detector, 307, the 308th, direction finding detector for scattered light, the 307th, photomultiplier 2,308th, photomultiplier.It is based on Rayleigh (Rayleigh) scattering law and develops, and promptly scattered light intensity is relevant with the size of particle.As long as forward scattering or lateral scattering light intensity just can be measured grain size when detecting particle through the light district.Coulter, many companies such as Sysmex combine Ku Erte impedance method and laser scattering method, develop the blood analyser of a new generation, and by the classification of scatter diagram pair cell, precision greatly improves.The scattered light light intensity that the laser Flow Cytometry produces according to cell is to measuring the cell size, and the pair cell counting is reliably, but cubing and classification are had weak point.The first, to measure from cell volume, the roughness of cell surface, nucleus shape and size, cytoplasmic light transmission difference all influence measuring accuracy.Second, from the leucocyte cytological classification, because of same cell is different at the different times volume of its growth, on different types of leucocyte volume intersection is arranged, for example: nascent lymphocyte may be identical or close with the monocyte volume in late period, flow cytometer will make a distinction them just need add special coloring agent, discerns by fluorescence, has increased the complexity of instrument.Even like this, clinical effectiveness is also not ideal.To the blood disease patient still will with the conventional microscope smear with the naked eye the pair cell form discern and make a definite diagnosis at last.In addition, the laser flow cytometer can not the pair cell imaging.
Summary of the invention
First technical matters to be solved by this invention is, overcomes the deficiency that prior art exists, provide a kind of can be to individual particle imaging and the measurement mechanism by form identification particle respectively; Second technical matters to be solved by this invention is that a kind of measuring method that can also pass through form identification particle to the imaging of individual particle difference is provided.
In order to solve the problems of the technologies described above, flow-type imaging particle measurer of the present invention comprises light path system, sheath flow nozzle and Circuits System.Described light path system is disposed with light source, first lens, diaphragm, semi-transparent semi-reflecting lens, is disposed with light barrier, second lens on the transmitted light path of semi-transparent semi-reflecting lens, is disposed with reflective mirror, the 3rd lens on the reflected light path of semi-transparent semi-reflecting lens; Described sheath flow nozzle is used for the tested sample after the dilution was sprayed the light path between the described diaphragm and semi-transparent semi-reflecting lens in the light path system; The monochromatic light that light source sends illuminates tested sample liquid stream formation photosensitive area through first lens focus and diaphragm; Described Circuits System is made up of photosensor, amplifier, trigger signal generator, ccd video camera, video interface and computing machine; When having particle to enter the photosensitive area in the tested sample, particle produces scattered light, scattered light focuses on photosensor through the second lens outer, photosensor picks up scattered light signal, after amplifying, amplifier transports to trigger signal generator, produce trigger pip, trigger ccd video camera the photosensitive area is taken, view data passes to computing machine through video interface; When not having particle to enter the photosensitive area in the tested sample, the light of photosensitive area is all blocked by light barrier, can not pass through second lens, and photosensor detects less than scattered light, and trigger signal generator does not produce trigger pip, and ccd video camera is in off position.
In order to solve the problems of the technologies described above, flow-type imaging particle measuring method of the present invention may further comprise the steps:
(1) in a volume fixing device, the dilution tested sample;
(2) power supply of connection flow-type imaging particle measurer;
(3) sample after will diluting sprayed the photosensitive area through the sheath flow nozzle;
(4) when not having particle to enter the photosensitive area in the tested sample, the light of photosensitive area is all blocked by light barrier, can not pass through second lens, and photosensor detects less than scattered light, and trigger signal generator does not produce trigger pip; When having particle to enter the photosensitive area in the tested sample, particle produces scattered light, scattered light focuses on photosensor through the second lens outer, photosensor picks up scattered light signal and produces electric signal, electric signal is transported to trigger signal generator after amplifier amplifies, produce trigger pip, trigger ccd video camera the photosensitive area is taken;
(5) the ccd video camera shot image data passes to computing machine through video interface;
(6) the known software systems in the computing machine are carried out processing and identification to image, extract the characteristic parameter of reflection form, calculate its two-dimensional, and rule of thumb formula can be estimated its volume;
(7) in conjunction with a volume fixing device, particle number, volume are issued in the unit's of measuring tested sample, and classify according to form.
Compared with prior art; the present invention has following beneficial effect: measurement mechanism of the present invention and measuring method; when having particle to enter the photosensitive area; produce trigger pip; ccd video camera is just to the imaging and by form identification cell respectively of individual particle or cell, can avoid same particle or the cell may be in the phenomenon of imaging on two or the multiple pictures.
Description of drawings
Fig. 1, microscope smear of the prior art;
Fig. 2, Coulter principle synoptic diagram of the prior art;
Fig. 3, flow cytometer principle schematic of the prior art;
Fig. 4, haemocyte are grown and are developed;
Fig. 5, arena partially crystallizable;
Fig. 6, flow-type imaging particle measuring system principle schematic.
Reference numeral
The 1st, tested sample, the 2nd, tested particle, the 3rd, nozzle, the 4th, sheath fluid, the 5th, light source,
6 is first lens, the 7th, and diaphragm, the 8th, the photosensitive area, the 9th, semi-transparent semi-reflecting lens, the 10th, light barrier,
11 is second lens, the 12nd, and photosensor, the 13rd, amplifier, the 14th, trigger signal generator, the 15th, reflective mirror,
16 is the 3rd lens, the 17th, and ccd video camera, the 18th, video interface, the 19th, computing machine
Embodiment
Below in conjunction with embodiment the present invention is elaborated.
Fig. 4 has provided the picture of different cells at different development stage, and Fig. 5 has provided partially crystallizable picture in the arena.As seen from the figure, the kind of cell and arena and volume difference are bigger, be insecure by its volume of detection and to its identification and classification only, and their difficulties of trained naked eyes identification are not too big.Desirable inspection method should be: 1, pair cell " naked eyes " observation one by one; 2, observed number of cells should could improve the probability of finding specific cell as much as possible.If can enough " machine eye " replace naked eyes observation of cell in a large number and one by one fast at short notice, and intelligent observed cell is measured and classified, then can improve the clinical examination level greatly.Modern imaging technique, image recognition technology, development of computer are that the development of this " electronic eyes " provides the foundation.Flow-type imaging particle measuring method of the present invention and measurement mechanism thereof just are based on the theory of this " one by one observe, a large amount of observe ", and the low cytometric analysis of combination technology maturation and up-to-date CCD imaging and image recognition technology realize.
Institute is shown in Figure 6, and flow-type imaging particle measurer of the present invention comprises light path system, sheath flow nozzle and Circuits System.Light path system is disposed with light source 5, first lens 6, diaphragm 7, semi-transparent semi-reflecting lens 9, be disposed with light barrier 10, second lens 11 on the transmitted light path of semi-transparent semi-reflecting lens 6, be disposed with reflective mirror 15, the 3rd lens 16 on the reflected light path of semi-transparent semi-reflecting lens 6.Sheath flow nozzle 3 is used for the tested sample 1 after the dilution was sprayed the light path between the diaphragm 7 and semi-transparent semi-reflecting lens 9 in the light path system.Sheath flow nozzle 3 is traditional streaming systems.The monochromatic light that light source sends focuses on, crosses the square hole diaphragm through lens 1 and illuminates liquid stream formation photosensitive area 8, and light barrier 10, second lens 11 and photosensor 12 are formed forward scattering photodetection parts.Photosensitive area 8 is imaged on the ccd video camera through semi-transparent semi-reflecting lens 9, reflective mirror 15 and the 3rd lens 16 simultaneously.The monochromatic light that light source 5 sends illuminates tested sample liquid stream formation photosensitive area 8 through 6 focusing of first lens and diaphragm 7.Circuits System is made up of photosensor 12, amplifier 13, trigger signal generator 14, ccd video camera 17, video interface 18 and computing machine 19.When having particle 2 to enter photosensitive area 8 in the tested sample 1, particle 2 produces scattered light, scattered light focuses on photosensor 12 through second lens, 11 outers, photosensor 12 picks up scattered light signal, after amplifying, amplifier 13 transports to trigger signal generator 14, produce trigger pip, trigger 17 pairs of photosensitive areas of ccd video camera 8 and take, view data passes to computing machine 19 through video interface 18; When not having particle 2 to enter photosensitive area 8 in the tested sample 1, the light of photosensitive area 8 is all blocked by light barrier 10, can not pass through second lens 11, and photosensor 12 detects less than scattered light, trigger signal generator 14 does not produce trigger pip, and ccd video camera 17 is in off position.
Flow-type imaging particle measuring method of the present invention may further comprise the steps: (1) dilutes tested sample in a volume fixing device.(2) power supply of connection flow-type imaging particle measurer.(3) sample (for example blood preparation) after the dilution is wrapped up by sheath fluid under pressure, through small nozzle with the injected one by one photosensitive area of crossing of cell.(4) when not having particle to enter the photosensitive area in the tested sample, the light of photosensitive area is all blocked by light barrier, can not pass through second lens, thereby the photosensor detection does not just have trigger pip and triggers ccd video camera less than scattered light; When having particle to enter the photosensitive area in the tested sample, particle produces scattered light, scattered light focuses on photosensor through the second lens outer, photosensor picks up scattered light signal and produces electric signal, electric signal is transported to trigger signal generator after amplifier amplifies, produce trigger pip, trigger ccd video camera the photosensitive area is taken.(5) the ccd video camera shot image data passes to computing machine through video interface.(6) after computing machine acquired the image of particle, the known software in the computing machine carried out processing and identification to image, extracted the characteristic parameter of reflection form, calculated its two-dimensional, and rule of thumb formula can be estimated its volume.(7) in conjunction with a volume fixing device (not drawing among the figure), particle number, volume are issued in the unit's of measuring tested sample, and classify according to form.
Adopt flow-type imaging technology of the present invention, though particle flows each picture and be static to data processing, the image recognition of picture.Simultaneously, by controlling suitable extension rate, make as far as possible and have only a particle on each picture, the relative aforesaid micrometron smear identification of difficulty (data volume of algorithm and every image) of image recognition is simplified greatly, the speed of image recognition can be improved greatly, also accuracy of identification can be improved.To each typical particle picture, can also playback carry out naked eyes identification or preserve printing.

Claims (2)

1, a kind of flow-type imaging particle measurer, comprise light path system, sheath flow nozzle and Circuits System, it is characterized in that, described light path system is disposed with light source, first lens, diaphragm, semi-transparent semi-reflecting lens, be disposed with light barrier, second lens on the transmitted light path of semi-transparent semi-reflecting lens, be disposed with reflective mirror, the 3rd lens on the reflected light path of semi-transparent semi-reflecting lens; Described sheath flow nozzle is used for the tested sample after the dilution was sprayed the light path between the described diaphragm and semi-transparent semi-reflecting lens in the light path system; The monochromatic light that light source sends illuminates tested sample liquid stream formation photosensitive area through first lens focus and diaphragm; Described Circuits System is made up of photosensor, amplifier, trigger signal generator, ccd video camera, video interface and computing machine; When having particle to enter the photosensitive area in the tested sample, particle produces scattered light, scattered light focuses on photosensor through the second lens outer, photosensor picks up scattered light signal, after amplifying, amplifier transports to trigger signal generator, produce trigger pip, trigger ccd video camera the photosensitive area is taken, view data passes to computing machine through video interface; When not having particle to enter the photosensitive area in the tested sample, the light of photosensitive area is all blocked by light barrier, can not pass through second lens, and photosensor detects less than scattered light, and trigger signal generator does not produce trigger pip, and ccd video camera is in off position.
2, a kind of flow-type imaging particle measuring method is characterized in that, may further comprise the steps:
(1) in a volume fixing device, the dilution tested sample;
(2) power supply of connection flow-type imaging particle measurer;
(3) sample after will diluting sprayed the photosensitive area through the sheath flow nozzle;
(4) when not having particle to enter the photosensitive area in the tested sample, the light of photosensitive area is all blocked by light barrier, can not pass through second lens, and photosensor detects less than scattered light, and trigger signal generator does not produce trigger pip; When having particle to enter the photosensitive area in the tested sample, particle produces scattered light, scattered light focuses on photosensor through the second lens outer, photosensor picks up scattered light signal and produces electric signal, electric signal is transported to trigger signal generator after amplifier amplifies, produce trigger pip, trigger ccd video camera the photosensitive area is taken;
(5) the ccd video camera shot image data passes to computing machine through video interface;
(6) by the known software systems in the computing machine image is carried out processing and identification, extract the characteristic parameter of reflection form, calculate its two-dimensional, rule of thumb formula can be estimated its volume;
(7) in conjunction with a volume fixing device, particle number, volume distributed median in the unit's of measuring tested sample, and classify according to form.
CNB2005100162331A 2005-02-25 2005-02-25 Flow-type imaging particle measurer and its measuring method Expired - Fee Related CN1327209C (en)

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CN102087197A (en) * 2009-12-08 2011-06-08 龚维燕 Method of coaxial lighting in Coulter micro-hole of full-functional blood analyzer and analyzer therefor
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Family Cites Families (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US4786165A (en) * 1986-07-10 1988-11-22 Toa Medical Electronics Co., Ltd. Flow cytometry and apparatus therefor
JP3121849B2 (en) * 1991-02-27 2001-01-09 シスメックス株式会社 Flow image cytometer
JP3102938B2 (en) * 1991-12-30 2000-10-23 シスメックス株式会社 Particle image analyzer
JP2869423B2 (en) * 1995-12-28 1999-03-10 シスメックス株式会社 Device for analyzing particles in fluids
US6522775B2 (en) * 2001-03-28 2003-02-18 Alan C. Nelson Apparatus and method for imaging small objects in a flow stream using optical tomography

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