journal article·2021-06-01Open access

A bioimpedance spectroscopy technique to monitor bioprocess involving complex growth micro-organisms

Marcos Antonio Salvino da Silva, Elizabeth Gomes Sanches, Nei Pereira, Marcio Nogueira de Souza, Alexandre Visintainer Pino

AIP Advances· Volume 11· Issue 6

Abstract

Although analytical methods (often offline) are considered as references (gold standards) for monitoring industrial bioprocesses, real-time monitoring (online) is always preferable for maximizing such processes. However, many of the real-time methods that measure total cell concentration cannot distinguish living micro-organisms from the dead ones or even other materials. Moreover, some real-time methods also lead to possible wrong results when the micro-organism involved in the bioprocess exhibits significant metabolic, physiological, and kinetic changes as it grows. This study presents a real-time technique intended to monitor this class of micro-organisms and that is based on an alternative method of bioimpedance spectroscopy. The feasibility of the proposed technique was evaluated during bacterial growth experiments using the bacteria Bacillus thuringiensis var. israelensis (Bti) with initial inocula of 5%, 10%, and 15% (v/v on 220 ml). Each growth experiment was monitored every hour over 18 h by the proposed technique and by a classical offline method (McFarland method). The results of monitoring the studied bioprocess by both methods exhibited an average Pearson correlation coefficient (r̄) of above 0.9 and good agreement when the Bland–Altman method was used to compare them.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Electrical and Bioimpedance Tomography · Microfluidic and Bio-sensing Technologies · Body Composition Measurement Techniques

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Biomedical Engineering Program, UFRJ/COPPE 1 , Av. Horácio Macedo, 2030, Rio de Janeiro, RJ Cep 21945-970, Brazil

Farmanguinhos/Fiocruz 2 , Av. Comandante Guaranys, 447, Jacarepaguá, Rio de Janeiro, RJ Cep 22775-903, Brazil

Laboratory of Bioprocess Development, Department of Biochemical Engineering, UFRJ/School of Chemistry 3 , Av. Horácio Macedo, 2030, Building E, Rio de Janeiro, RJ Cep 21945-970, Brazil

Electronics and Computer Engineering Department, UFRJ/EE 4 , Av. Horácio Macedo, 2030, Rio de Janeiro, RJ Cep 21945-970, Brazil

Funding

Conselho Nacional de Desenvolvimento Científico e Tecnológico · Coordenação de Aperfeiçoamento de Pessoal de Nível Superior · Financiadora de Estudos e Projetos

References (28)

Show source-provided references
1. Cole–Cole, linear and multivariate modeling of capacitance data for on-line monitoring of biomass10.1007/s00449-008-0234-4 ↗
2. On-line measurements and control of viable cell density in cell culture manufacturing processes using radio-frequency impedance10.1007/s10616-005-3974-x ↗
3. An impedimetric biosensor for real-time monitoring of bacterial growth in a microbial fermentor10.1016/j.snb.2009.01.034 ↗
4. Electrical/electrochemical impedance for rapid detection of foodborne pathogenic bacteria10.1016/j.biotechadv.2007.10.003 ↗
5. Dielectric permittivity of microbial suspensions at radio frequencies: A novel method for the real-time estimation of microbial biomass10.1016/0141-0229(87)90075-5 ↗
6. On-line, real-time measurements of cellular biomass using dielectric spectroscopy10.1080/02648725.2000.10647986 ↗
7. Low-frequency, low-field dielectric spectroscopy of living cell suspensions10.1063/1.1649455 ↗
8. The dielectric response of spherical live cells in suspension: An analytic solution10.1529/biophysj.108.137042 ↗
9. Evaluation of a new annular capacitance probe for biomass monitoring in industrial pilot-scale fermentations10.1016/j.jbiotec.2004.12.006 ↗
10. Electrical impedance spectroscopy cell monitoring in a miniaturized bioreactor
11. Impedance sensor for rapid enumeration of E. coli in milk samples10.1016/j.electacta.2015.09.029 ↗
12. A sporulation kinetic model for batch growth of Bacillus thuringiensis10.1002/cjce.5450770516 ↗
13. Overview of the basic biology of Bacillus thuringiensis with emphasis on genetic engineering of bacterial larvicides for mosquito control
14. Dielectric monitoring of growth and sporulation of Bacillus thuringiensis10.1007/s10529-005-2543-x ↗
15. 1999
16. Molecular genetics of sporulation in Bacillus subtilis10.1146/annurev.genet.30.1.297 ↗
17. Pfaller · 2015
18. Leber · 2016
19. 2013
20. SPECTROPHOTOMETRY | turbidimetry and nephelometry10.1016/B0-12-369397-7/00718-4 ↗
21. Biomérieux Team · 2009
22. A method for bio-electrical impedance analysis based on a step-voltage response10.1088/0967-3334/21/3/305 ↗
23. Bioelectrical impedance spectroscopy for the assessment of body fluid volumes of term neonates10.1590/s0100-879x2004001100002 ↗
24. Knee bioelectric impedance assessment in healthy/with osteoarthritis subjects10.1088/0967-3334/31/2/007 ↗
25. Lactate threshold by muscle electrical impedance in professional rowers10.1063/1.4979072 ↗
26. C. Panarotto, “Influência de parâmetros operacionais, fontes protéicas e substratos energéticos sobre o cultivo de Bacillus thuringiensis var. israelensis,” M.Sc. thesis, Universidade de Caxias do Sul, Santa Catarina, Brasil, 2006.
27. Real-time estimation of aerobic batch fermentation biomass concentration by component balancing10.1002/aic.690240116 ↗
28. Statistical methods for assessing agreement between two methods of clinical measurement10.1016/s0140-6736(86)90837-8 ↗