Fluorescence intensity correcting method, fluorescence intensity calculating method, and fluorescence intensity calculating apparatus
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.
1. A microparticle processing method, comprising:
radiating a light in a range from 488 nm to 640 nm, by a laser light source in a cytometer apparatus, to a microparticle;
detecting, by photodetectors in the cytometer apparatus, multicolor measurements of fluorescences excited by the light;
receiving the multicolor measurements of the fluorescences, which are generated from plural fluorescent dyes excited by radiating the light to the microparticle, which is multiply-labeled with said plural fluorescent dyes by the photodetectors which correspond to different received light wavelength bands, respectively;
correcting fluorescence intensities of the multicolor measurements of the fluorescences in the cytometer apparatus by determining intensities of the multicolor measurements of the fluorescences generated from the fluorescent dyes by obtaining a parameter a k (k=1 to m) at which an evaluation function expressed by the following Expression gets a minimum value:
χ
2
≡
∑
i
=
1
N
[
y
i
-
∑
k
=
1
M
a
k
X
k
(
X
i
)
σ
i
]
2
where X k (x i ) represents a detected value from the i-th photodetector in a single dyeing spectrum of the k-th fluorescent dye, wherein the single-dyeing spectrum is obtained from the microparticle individually labeled with the fluorescent dyes, y i represents a detected value from the i-th photodetector in the measured spectra, and σ i represents a reciprocal number of a weight for the measured value from the i-th photodetector; and
separating a plurality of microparticles into groups based on corrected fluorescence intensities.
2. The microparticle processing method according to claim 1 , wherein the number of the photodetectors is larger than the number of the fluorescent dyes.
3. The microparticle processing method according to claim 1 , wherein σ i represents a measurement error variance of the i-th photodetector as the reciprocal number of the weight.
4. The microparticle processing method according to claim 1 , wherein at least one of σ i is set as 1.
5. The microparticle processing method according to claim 1 , wherein in a case that a detected value from at least one photodetector in the measured spectra is an invalid value, the evaluation function is calculated by using the detected values other than the invalid detected value as y i .
6. The microparticle processing method according to claim 1 , wherein measured data obtained from all the photodetectors is effectively utilized without depending on a number of fluorescent dyes.
7. A microparticle processing method, comprising:
radiating a light in a range from 488 nm to 640 nm, by a laser light source in a cytometer apparatus, to a microparticle;
detecting, by photodetectors in the cytometer apparatus, multicolor measurements of fluorescences excited by the light;
receiving the multicolor measurements of the fluorescences, which are generated from plural fluorescent dyes excited by radiating the light to the microparticle, which is multiply-labeled with said plural fluorescent dyes by the photodetectors which correspond to different received light wavelength bands, respectively;
correcting fluorescence intensities of the multicolor measurements of the fluorescences in the cytometer apparatus by determining intensities of the fluorescences generated from the fluorescent dyes by obtaining a parameter a k (k=1 to m) at which an evaluation function expressed by the following Expression gets a minimum value:
X
k
′
(
x
i
)
=
X
k
(
x
i
)
(
k
=
1
~
M
k
i
=
1
~
N
1
)
X
k
′
(
x
i
)
=
0
(
k
=
1
~
M
k
i
=
N
1
+
1
~
N
)
χ
2
≡
∑
i
=
1
N
[
y
i
-
∑
k
=
1
M
a
k
X
k
(
X
i
)
σ
i
]
2
where X k (x i ) represents a detected value from the i-th photodetector in a single-dyeing spectrum of the k-th fluorescent dye, wherein the single-dyeing spectrum is obtained from the microparticle individually labeled with the fluorescent dyes, y i represents a detected value from the i-th photodetector in the measured spectra, σ i represents a reciprocal number of a weight for the measured value from the i-th photodetector, an invalid detected value is taken to be y i (i=“N 1 +1” to N), and a valid detected value is taken to be y i (i=1 to N 1 ); and
separating a plurality of microparticles into groups based on corrected fluorescence intensities.
8. The microparticle processing method according to claim 7 , wherein the number of the photodetectors is larger than the number of the fluorescent dyes.
9. The microparticle processing method according to claim 7 , wherein σ i represents a measurement error variance of the i-th photodetector as the reciprocal number of the weight.
10. The microparticle processing method according to claim 7 , wherein measured data obtained from all the photodetectors is effectively utilized without depending on a number of fluorescent dyes.
11. A microparticle processing apparatus, comprising:
a laser light source in a cytometer apparatus configured to radiate a light in a range from 488 nm to 640 nm to a microparticle;
photodetectors in the cytometer apparatus, multicolor measurements of configured to detect fluorescences excited by the light; and
a data processing device that includes circuitry configured to:
receive the multicolor measurements of the fluorescences, which are generated from plural fluorescent dyes excited by the laser light source radiating the light to the microparticle, which is multiply-labeled with said plural fluorescent dyes by the photodetectors which correspond to different received light wavelength bands, respectively;
correct fluorescence intensities of the multicolor measurements of the fluorescences in the cytometer apparatus by determine intensities of the fluorescences generated from the fluorescent dyes by obtaining a parameter a k (k=1 to m) at which an evaluation function expressed by the following Expression gets a minimum value:
χ
2
≡
∑
i
=
1
N
[
y
i
-
∑
k
=
1
M
a
k
X
k
(
X
i
)
σ
i
]
2
where X k (x i ) represents a detected value from the i-th photodetector in a single dyeing spectrum of the k-th fluorescent dye, wherein the single-dyeing spectrum is obtained from the microparticle individually labeled with the fluorescent dyes, y i represents a detected value from the i-th photodetector in the measured spectra, and σ i represents a reciprocal number of a weight for the measured value from the i-th photodetector; and
separate a plurality of microparticles into groups based on corrected fluorescence intensities.
12. The microparticle processing apparatus according to claim 11 , wherein the fluorescence intensity calculating apparatus is flow cytometer.
13. The microparticle processing apparatus according to claim 11 , wherein the number of the photodetectors is larger than the number of the fluorescent dyes.
14. The microparticle processing apparatus according to claim 11 , wherein σ i represents a measurement error variance of the i-th photodetector as the reciprocal number of the weight.
15. The microparticle processing apparatus according to claim 11 , wherein measured data obtained from all the photodetectors is effectively utilized without depending on a number of fluorescent dyes.