IP Library › Granted Patent US 12,399,122
Granted Patent B2
US 12,399,122 · App. 18/406,641 · Granted Aug 26, 2025

Fluorescence intensity correcting method, fluorescence intensity calculating method, and fluorescence intensity calculating apparatus

Inventors: Yasunobu Kato (Kanagawa, JP); Yoshitsugu Sakai (Kanagawa, JP)
Assignee: Sony Corporation
G01N21/6428G01N2021/6421G01N2021/6439
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Quick Facts
Patent No.
US 12,399,122
App. No.
18/406,641
Granted
Aug 26, 2025
Kind
B2
Abstract

A fluorescence intensity calculating apparatus, includes a measuring section configured to receive fluorescences generated from plural fluorescent dyes excited by radiating a light to a microparticle multiply-labeled with the plural fluorescent dyes having fluorescence wavelength bands overlapping one another by photodetectors which correspond to different received light wavelength bands, respectively, and whose number is larger than the number of fluorescent dyes, and obtain measured spectra by collecting detected values from the photodetectors, and a calculating section configured to approximate the measured spectra based on a linear sum of single-dyeing spectra obtained from the microparticle individually labeled with the fluorescent dyes, thereby calculating intensities of the fluorescences generated from the fluorescent dyes, respectively.

Claims (67)

1. A flow cytometer system comprising:

a plurality of detectors configured to receive a light from each of microparticles labeled with a plurality of fluorescent dyes, and the detectors corresponding to different received light wavelength bands; and

a processor circuitry configured to calculate fluorescence intensity for each of the fluorescent dyes using a least-squares method based on single-dyeing spectra, a number of single-dyeing spectra being less than a number of the detectors, and output a plot diagram of the calculated fluorescence intensity which is configured to enable separation of microparticle groups.

2. The flow cytometer system according to claim 1 , further comprising:

a sorting device configured to sort a microparticle based on characteristics of the microparticles.

3. The flow cytometer system according to claim 2 ,

wherein the sorting device comprises

a vibrating element configured to vibrate sample liquid including the microparticles;

a charging section configured to charge a droplet generated by the vibrating element with electric charge; and

paired electrodes configured to change a movement direction of the charged droplet.

4. The flow cytometer system according to claim 1 ,

wherein the processor circuitry is configured to calculate the fluorescence intensity by measured spectra based on a linear sum of the single-dyeing spectra.

5. The flow cytometer system according to claim 3 ,

wherein determination of the measured spectra is based on the linear sum of the single-dyeing spectra is carried out by using a linear least-squares method.

6. The flow cytometer system according to claim 3 ,

wherein determination of the measured spectra is based on the linear sum of the single-dyeing spectra is carried out by using a weighted least-squares method.

7. The flow cytometer system according to claim 1 ,

wherein the plot diagram represents the calculated fluorescence intensity of two different fluorescence dyes.

8. The flow cytometer system according to claim 1 ,

wherein the processor circuitry is configured to output a plurality of dot diagrams representing the calculated fluorescence intensity of different fluorescent dyes for each respective fluorescent dye.

9. The flow cytometer system according to claim 1 ,

wherein the microparticles are cells.

10. The flow cytometer system according to claim 1 ,

wherein the microparticles are synthetic particles.

11. The flow cytometer system according to claim 1 ,

wherein the number of the fluorescent dyes is more than five.

12. The flow cytometer system according to claim 11 ,

wherein the number of the fluorescent dyes is more than twelve.

13. The flow cytometer system according to claim 1 ,

wherein the fluorescent dyes include at least one of FITC, PE, PerCP, PerCP-Cy5.5, PE-Cy7, APC, APC-Cγ7, AF488, PE, PI, Alexa500, Alexa514, Alexa532, PE-TR, PI, Alexa600, or PE-Cy5.

14. The flow cytometer system according to claim 13 ,

wherein the fluorescent dyes include PE, PE-Cy7, PE-Cy5, and APC.

15. The flow cytometer system according to claim 1 , further comprising

a plurality of laser light sources configured to radiate laser beams through a flow cell where the microparticles flow.

16. The flow cytometer system according to claim 15 ,

wherein the laser light sources include at least one of a 488 nm laser or a 640 nm laser.

17. The flow cytometer system according to claim 16 ,

wherein the detectors include first detectors configured to receive the light excited by the 488 nm laser and second detectors configured to receive the light excited by the 640 nm laser.

18. The flow cytometer system according to claim 1 ,

wherein the detectors are configured to receive a light from each of microparticles labeled with a single fluorescent dye of the fluorescent dyes, and

wherein the processor circuitry is configured to store single-dyeing spectra obtained by the detectors.

19. The flow cytometer system according to claim 1 ,

wherein the processor circuitry is configured to read out single-dyeing spectra that was previously stored.

20. The flow cytometry system according to claim 1 ,

wherein the processor circuitry is configured to read out single-dyeing spectra obtained by preparing microparticles labeled with a single fluorescent dye from measured spectra obtained by the detectors.

21. The flow cytometer system according to claim 1 ,

wherein the plot diagram represents the calculated fluorescence intensity of two different fluorescence dyes.

22. A method comprising:

receiving, by a plurality of detectors, a light from each of microparticles labeled with a plurality of fluorescent dyes, and the detectors corresponding to different received light wavelength bands;

calculating, by a processor, fluorescence intensity for each of the fluorescent dyes using a least-squares method based on single-dyeing spectra, a number of single-dyeing spectra being less than a number of the detectors; and

outputting, by the processor, a plot diagram of the calculated fluorescence intensity which is configured to enable separation of microparticle groups.

23. The method according to claim 22 , further comprising:

vibrating sample liquid including the microparticles;

charging a droplet generated by the vibrating element with electric charge; and

changing a movement direction of the charged droplet.

24. The method according to claim 22 , further comprising:

calculating the fluorescence intensity by determining measured spectra based on a linear sum of the single-dyeing spectra.

25. The method according to claim 24 ,

wherein determination of the measured spectra is based on the linear sum of the single-dyeing spectra is carried out by using a linear least-squares method.

26. The method according to claim 24 ,

wherein determination of the measured spectra is based on the linear sum of the single-dyeing spectra is carried out by using a weighted least-squares method.

27. The method according to claim 22 ,

wherein the number of the fluorescent dyes is more than twelve.

28. A non-transitory computer readable medium storing a program, which when executed by at least one processor, is configured to execute to cause:

receiving, by a plurality of detectors, a light from each of microparticles labeled with a plurality of fluorescent dyes, and the detectors corresponding to different received light wavelength bands;

calculating, by the at least one processor, fluorescence intensity for each of the fluorescent dyes using a least-squares method based on single-dyeing spectra, a number of single-dyeing spectra being less than a number of the detectors; and

outputting, by the at least one processor, a plot diagram of the calculated fluorescence intensity which is configured to enable separation of microparticle groups.

Assignments (1)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jan 8, 2024
From: KATO, YASUNOBU; SAKAI, YOSHITSUGU
To: SONY CORPORATION
Reel/Frame 066053/0375 →
Priority Claims (1)
JP 2010-104566 · Apr 28, 2010 · national
Continuity (6)
Division 17732681 · Apr 29, 2022
Continuation 16848115 · Apr 14, 2020
Continuation 16295519 · Mar 7, 2019
Continuation 14452085 · Aug 5, 2014
Continuation 13089961 · Apr 19, 2011
Related Publication 20240159673A1 · May 16, 2024
References Cited (61)
US 4122348A · Bruck · 1978 [cited by applicant]
US 4407964A · Elings et al. · 1983 [cited by applicant]
US 5190857A · Allen et al. · 1993 [cited by applicant]
US 5573909A · Singer et al. · 1996 [cited by applicant]
US 5922285A · Melendez et al. · 1999 [cited by applicant]
US 6165734A · Garini et al. · 2000 [cited by applicant]
US 6399397B1 · Zarling · 2002 [cited by applicant]
US 6863791B1 · Liu et al. · 2005 [cited by applicant]
US 7192474B2 · Auslander et al. · 2007 [cited by applicant]
US 7280204B2 · Robinson · 2007 [cited by applicant]
US 7781227B2 · Mehrpouyan et al. · 2010 [cited by applicant]
US 8244021B2 · Lett et al. · 2012 [cited by applicant]
US 8825431B2 · Kato et al. · 2014 [cited by applicant]
US 9128055B2 · Sekino · 2015 [cited by applicant]
US 9759657B2 · Kiesel et al. · 2017 [cited by applicant]
US 10168281B2 · Shoji · 2019 [cited by applicant]
US 10295466B2 · Kato et al. · 2019 [cited by applicant]
US 10656090B2 · Kato et al. · 2020 [cited by applicant]
US 11340167B2 · Kato et al. · 2022 [cited by applicant]
US 20030020908A1 · Frost et al. · 2003 [cited by applicant]
US 20030107732A1 · Sasaki et al. · 2003 [cited by applicant]
US 20030205682A1 · Kapoor et al. · 2003 [cited by applicant]
US 20030206296A1 · Wolleschensky et al. · 2003 [cited by applicant]
US 20040053052A1 · Chandler et al. · 2004 [cited by applicant]
US 20050050782A1 · Ryan · 2005 [cited by applicant]
US 20080018898A1 · Gunstream et al. · 2008 [cited by applicant]
US 20080212866A1 · Lett et al. · 2008 [cited by applicant]
US 20090128806A1 · Mimura et al. · 2009 [cited by applicant]
US 20100012853A1 · Parks et al. · 2010 [cited by applicant]
US 20100120059A1 · Yan et al. · 2010 [cited by applicant]
US 20120016616A1 · Kato · 2012 [cited by examiner]
US 20120049086A1 · Sakai · 2012 [cited by applicant]
US 20130026391A1 · Sekino et al. · 2013 [cited by applicant]
US 20130323825A1 · Sekino et al. · 2013 [cited by applicant]
US 20170045437A1 · Ishimaru · 2017 [cited by applicant]
US 20210285879A1 · Kato et al. · 2021 [cited by applicant]
CN 1711469 · 2005 [cited by applicant]
CN 102235976 · 2011 [cited by applicant]
CN 102435313 · 2013 [cited by applicant]
CN 102313724 · 2015 [cited by applicant]
CN 103454204 · 2019 [cited by applicant]
EP 2383554 · 2011 [cited by applicant]
JP 08178849 · 1996 [cited by applicant]
JP 200383894 · 2003 [cited by applicant]
JP WO2007097171 · 2007 [cited by applicant]
JP 2008538609A · 2008 [cited by examiner]
WO 9722848 · 1997 [cited by applicant]
WO 2019049442 · 2019 [cited by applicant]
Chinese Office Action issued May 9, 2014 for corresponding Chinese Appln. No. 2011101011527. [cited by applicant]
Japanese Office Action issued Dec. 3, 2013, for corresponding Japanese Appln. No. 2010-104566. [cited by applicant]
Japanese Office Action issued Aug. 5, 2014, for corresponding Japanese Appln. No. 2010-104566. [cited by applicant]
United States Court of Appeals for the Federal Circuit, [cited by applicant]
United States Court of Appeals for the Federal Circuit, [cited by applicant]
Japanese Office Action issued Aug. 11, 2015 for corresponding Japanese Appln. No. 2010-104566 (2 pages). [cited by applicant]
Japanese Office Action issued Mar. 10, 2015 for corresponding Japanese Appln. No. 2010-104566. [cited by applicant]
European communication issued Jun. 19, 2015 for corresponding European Appln. No. 11003204.2 (5 pages). [cited by applicant]
European Office Action issued Sep. 18, 2014 for corresponding European Appln. No. 11003204.2. [cited by applicant]
Chinese Office Action issued Sep. 18, 2014 for corresponding Corresponding Appln. No. 201110101527. [cited by applicant]
Keenan et al., “Algorithm for Contrained Linear Unmixing with Application to the Hyperspectral Analysis of Fluorophore Mixtures”, Imaging Spectometry, 2002, Proceedings of SPIE, vol. 4816, pp. 193-202. [cited by applicant]
Moore-Penrose pseudoinverse, Wikipedia, Sep. 11, 2014, pp. 1-8, XP_55139953A. [cited by applicant]
Raluca A. Negres in The Nature of Excited-State Absorption in Polymethine and Squarylium Molecules, IEEE Journal on Selected Topics in Quantum Electronics, vol. 7, No. 5, Sep./Oct. 2001, pp. 849-863 (Year: 2001). [cited by applicant]