Granted Patent B2

US 12,372,470 · App. 17/885,167 · Granted Jul 29, 2025

Inventors: Justin Moretto (Apex, NC); Brandon Berry (Boston, MA); Alex Doane (Raleigh, NC)

Assignee: Biogen MA Inc.

G01N21/65G01J3/44G01N2201/0446G01N2201/06113

Abstract

Claims (68)

1. A method of evaluating a culture component level in a culture medium, the method comprising:

obtaining a Raman spectrum of a culture medium, wherein the culture medium comprises cells being cultured;

parsing the Raman spectrum with a Raman signature of the culture component to identify peaks corresponding to the culture component, and measuring the intensity of the identified peaks to evaluate the culture component level in the medium;

monitoring the culture component level in the medium on a continuing basis using said obtaining and parsing; and

adjusting the culture component level in the medium if the culture component level is found to be outside a predetermined range;

wherein a parameter of the culture medium is maintained more precisely within a predetermined range than under conditions wherein such monitoring and adjusting is not carried out.

2. The method of claim 1 , wherein the culture component is glucose.

3. The method of claim 2 , wherein the Raman signature of glucose comprises at least 4 peaks in the 200 cm −1 to 3400 cm −1 wavenumber range.

4. The method of claim 2 , wherein the Raman signature comprises at least 6 peaks in the 200 cm −1 to 3400 cm −1 wavenumber range.

5. The method of claim 4 , wherein the peaks are

peak 1, range: 364-440, peak 402 (all in cm −1 ),

peak 2, range: 511-543, peak 527 (all in cm −1 ),

peak 3, range: 577-600, peak 589 (all in cm −1 ),

peak 4, range: 880-940, peak 911 (all in cm −1 ),

peak 5, range: 1130-1180, peak 1155 (all in cm −1 ), and

peak 6, range: 1262-1290, peak 1276 (all in cm −1 ).

6. The method of claim 2 , wherein the Raman signature comprises at least 10 peaks in the 200 cm −1 to 3400 cm −1 wavenumber range.

7. The method of claim 6 , wherein the peaks are

peak 1, range: 364-440, peak 402 (all in cm −1 ),

peak 2, range: 511-543, peak 527 (all in cm −1 ),

peak 3, range: 577-600, peak 589 (all in cm −1 ),

peak 4, range: 749-569, peak 759 (all in cm −1 ),

peak 5, range: 880-940, peak 911 (all in cm −1 ),

peak 6, range: 1050-1070, peak 1060 (all in cm −1 ),

peak 7, range: 1110-1140, peak 1125 (all in cm −1 ),

peak 8, range: 1130-1180, peak 1155 (all in cm −1 ),

peak 9, range: 1262-1290, peak 1276 (all in cm −1 ), and

peak 10, range: 1520-1578, peak 1549 (all in cm −1 ).

8. The method of claim 2 , wherein the Raman signature comprises at least 20 peaks in the 200 cm −1 to 3400 cm −1 wavenumber range.

9. The method of claim 8 , wherein the peaks are

peak 1, range: 364-440, peak 402 (all in cm −1 ),

peak 2, range: 511-543, peak 527 (all in cm −1 ),

peak 3, range: 577-600, peak 589 (all in cm −1 ),

peak 4, range: 720-740, peak 732 (all in cm −1 ),

peak 5, range: 769-799, peak 789 (all in cm −1 ),

peak 6, range: 835-875, peak 855 (all in cm −1 ),

peak 7, range: 880-940, peak 911 (all in cm −1 ),

peak 8, range: 950-1015, peak 968 (all in cm −1 ),

peak 9, range: 1050-1070, peak 1060 (all in cm −1 ),

peak 10, range: 1063-1080, peak 1073 (all in cm −1 ),

peak 11, range: 1110-1140, peak 1125 (all in cm −1 ),

peak 12, range: 1130-1180, peak 1155 (all in cm −1 ),

peak 13, range: 1190-1240, peak 1210 (all in cm −1 ),

peak 14, range: 1262-1290, peak 1276 (all in cm −1 ),

peak 15, range: 1330-1342, peak 1336 (all in cm −1 ),

peak 16, range: 1350-1380, peak 1371 (all in cm −1 ),

peak 17, range: 1390-1410, peak 1401 (all in cm −1 ),

peak 18, range: 1425-1475, peak 1450 (all in cm −1 ),

peak 19, range: 1465-1480, peak 1473 (all in cm −1 ), and

peak 20, range: 1520-1578, peak 1549 (all in cm −1 ).

10. The method of claim 2 , further comprising adjusting the glucose level if the level is outside a range of 1-3 g/L.

11. The method of claim 1 , further comprising evaluating one or more of the following culture parameters: viable cell density (VCD), harvest VCD, viability, titer, or final titer.

12. The method of claim 1 , wherein monitoring the culture component level in the medium on a continuing basis comprises monitoring the culture component level in the medium at regular intervals.

13. The method of claim 1 , wherein monitoring the culture component level in the medium on a continuing basis comprises continuously monitoring the culture component level in the medium.

14. The method of claim 1 , wherein the predetermined range is optimal for cell growth.

15. The method of claim 1 , further comprising parsing the first Raman spectrum with a plurality of Raman signatures, each associated with a specific level of the culture component in a culture medium.

16. A method of evaluating a culture component level in a culture medium, the method comprising:

obtaining a Raman spectrum of a culture medium, wherein the culture medium comprises cells being cultured;

parsing the Raman spectrum with a Raman signature of the culture component to identify peaks corresponding the culture component, and measuring the intensity of the identified peaks to evaluate the culture component level in the medium;

monitoring the culture component level in the medium on a continuing basis; and

adjusting the culture component level in the medium if the culture component level is found to be outside a predetermined range;

wherein a harvest viable cell density (VCD) obtained using the culture medium is greater than that under conditions wherein such monitoring and adjusting is not carried out.

17. A method of evaluating a culture component level in a culture medium, the method comprising:

obtaining a Raman spectrum of a culture medium, wherein the culture medium comprises cells being cultured;

parsing the Raman spectrum with a Raman signature of the culture component to identify peaks corresponding the culture component, and measuring the intensity of the identified peaks to evaluate the culture component level in the medium;

monitoring the culture component level in the medium on a continuing basis; and

adjusting the culture component level in the medium if the culture component level is found to be outside a predetermined range;

wherein a final titer obtained using the culture medium is greater than that under conditions wherein such monitoring and adjusting is not carried out.

Assignments (1)

Continuity (4)

References Cited (119)