3.2.1. Yeast kinetic growth
Figures 2 and 3 individually show the evolution of the population of strains of Yarrowia lipolytica and Pichia guillermondii as a work of time. These engine bends all have classic yeast development profiles for both strains (initial stage, accelerated stage, decaying stage, stationary stage).
Yeast growth varies with the concentration of ammonium formate independent of the strain. In the two strains, two phenomena were observed when the formate concentration was greater than 3.17 mM; as the latency period increases, the growth of the yeast slows down. According to Amrouche et al. (2011), the increase in the latency period is an adaptation of the yeast to high concentrations of the substrate. This increase in latency can also be caused by the obstruction of the enzyme's catalytic center by the excess substrate, or alternatively, the substrate can lodge in the active site with an abnormal orientation, preventing the reaction from proceeding; This is the reason for the low yield of yeast production caused by low number of metabolized substrates due to inhibition. On the other hand, when the formate concentration is less than or equal to 3.17 mM, vigorous growth of microorganisms was observed due to availability of the substrate. However, at concentrations less than 3.17 mM, this growth is weaker than that obtained from the concentration of ammonium formate at 3.17 mM. This is because the 3.17mM maximum concentration is the concentration for optimal yeast growth.
Thus, the ammonium formate concentration at 1.59 mM is insufficient to ensure maximum yeast growth due to substrate depletion. In order to better visualize the influence of the concentration of ammonium formate on the growth of yeast, a representation of the influence of the concentration on the maximum growth rate is created.
I.3.2.2. Maximum growth rate of yeasts at different concentrations of ammonium formate.
The Pichia guilliermondii strain shows a maximum development rate (UFC/mL/h-1) of 18*104. This speed is 1.21 more remarkable than the maximum of strain Yarrowia lipolytica which is 15*104. This may be due to a strong adaptation of the Pichia guilliermondii strain to ammonium formate, which shortens the adaptation time, or it may be due to a less complex digestive system compared to the Yarrowia lipolytica strain. To confirm this, we determine the duplication factor.
I.3.2.3. Yeast growth multiplication factor as a function of ammonium formate concentration.
Although the maximum growth rate of Pichia guilliermondii is higher than that of Yarrowia lipolytica, Yarrowia lipolytica has been found to have a 60% higher biomass production rate than Pichia guillermondii. This shows us that Y. lipolityca reproduces rapidly compared to P. guillermondii. The optimum growth rate and multiplication factor for both strains is 3.17 mM, which is higher than the maximum concentration found in rubber mill effluents. In order to investigate the influence of other parameters, this concentration is recorded and kept constant.
I.3.3. Impact of temperature on yeast growth.
Temperature is one of the important factors to consider when studying yeast growth. It can actually modify growth kinetic profiles; therefore we have highlighted its influence on specific growth rate, activation energy and Q10.
I.3.3.1. Yeast growth kinetics as a function of temperature
For the two yeast strains studied, we followed the growth of the yeasts throughout the biodegradation of ammonium formate. As shown in Figs. 8 and 9 for the two yeast strains.
Figures 6 and 7 show the obtained biomass production profiles as a function of time for temperatures of 25, 30, 35 and 40°C. Although the growth of the biomass presents the same phase (starting phase, acceleration phase, deceleration phase, stationary phase), regardless of the temperature and the stress between 25 and 30 ° C, the temperature has a positive influence on the yeast growth due to a latency time that is independent of the yeast strain is almost zero. In this temperature range, the production of biomass is maximum, but varies from strain to strain. This observation confirms that the yeasts were activated upon inoculation and that the preculture conditions were satisfactory. The heat from the environment provides additional energy that facilitates enzymatic reactions, leading to an increase in biomass and consequently a reduction in the residence time of the pollutant in the bioreactor. On the other hand, between 35ºC and 40ºC we observe a slowdown in the production of biomass, with a latency that increases with temperature and differs from strain to strain. This rather long latency period may reflect an increase in biodegradation time and poor biodegradation of the organic matter. These results can be compared to those obtained by various authors on the effect of temperature on yeast growth (Torija et al., 2002). Lucero et al., (2000) believe that increasing the temperature leads to damage to the structure of the cell membrane and consequently to a reduction in its transmission properties. Denaturation of the secondary and tertiary structures of the enzyme can also occur.
I.3.3.2. Influence of temperature on specific growth rate
It can be seen that the specific growth rates are strongly influenced by temperature. Regardless of the strain, the specific growth rate decreases with increasing temperature. With maximum values at 28°C in the Pichia guilliermondii strain (0.112 h-1) and at 25°C in the Yarrowia lipolytica strain (0.102 h-1). These results agree with the work of Torija et al. (2002), who confirm the negative effects of temperature on yeasts. For a better cleaning performance and for the cultivation of the yeast, it is advisable to work in the range of 25 to 30°C.
I.3.3.3. Activation energy
The Arrhenius equation describes the general dependence of the rate of a reaction on temperature (Cisse et al., 2009) as shown in Fig. 9.
Table 2
Activation energy (Ea), and regression coefficient (r2) for the two yeast strains.
Microorganismes
|
Ea (kcal/mol)
|
r2
|
Yarrowia lipolytica.
|
11,3
|
0,95
|
Pichia guilliermondii.
|
8,3
|
0,97
|
We determined the parameters of the Arrhenius equation for the two strains using the equations on the right side of Fig. 9, which represents the natural logarithm of the maximum growth rate (biomass production) at different temperatures. The values of the activation energy (Ea) and the correlation coefficient r2 are recorded in Table 2. The activation energies obtained are 11.3 and 8.3 kcal/mol, respectively, for the strains Yarrowia Lipicica and Pichia guilliermondii with r2 of 95 and 97. From the values it is concluded that Pichia guilliermondii is less sensitive to temperature than Yarrowia lipolytica. The latter requires more energy to carry out its metabolic reactions. With an activation energy value equal to or greater than 12 kcal/mol, the activation process is in a biological regime (Sanchez et al., 2004; Serra et al., 2005). We conclude that we are in a biological regime for Yarrowia lipolytica and in a diffusive regime for the strain Pichia guilliermondii.
I3.3.6. Q10 factor
In the same way as for the activation energy, the value of Q10 can be used to know if the process is physical (Q10 ≤ 1) or biochemical (Q10 ≥ 2) (by diffusion or biological). The Q10 coefficient is also a useful tool to indicate the sensitivity of the response to an increase in temperature within a defined range by measuring changes in growth rate, as shown in Table 4.
Table 3
Valeur du Q10 pour Yarrowia lipolytica et Pichia guilliermondii
yeast
|
Q10 (entre 25–35°C)
|
Q10 (entre 30–40°C)
|
Yarrowia lipolytica
|
5,07
|
3,32
|
Pichia guillermondii
|
1,88
|
1,19
|
Table 3 above shows that the Q10 factor is a function of strain and temperature. Between 25 and 35°C the Q10 value is 1.88 for Pichia guilliermondii and 5.07 for Yarrowia lipolytica. While between 30 and 40 C this value decreases for the two strains Pichia guilliermondii (Q10 = 1.19) and 3.32 for Yarrowia lipolytica. According to Apple et al., (2006), Sand-Jensen et al. (2007), Q10 values are higher at low temperatures because under such conditions the biochemical reactions involved are limited by a decrease in enzymatic activity. On the other hand, at high temperatures (above the threshold temperature) the value of Q10 decreases and under these conditions a physical limitation occurs, for example the decrease in oxygen diffusion.
I.3.4. Influence of pH on yeast growth.
Figures 10 and 11 show the influence of pH on yeast growth as a function of time. It can be seen that the two yeast strains show maximum growth between pH 5 and 6. This means that at this pH the solubility of nutrients is maximum, the transport of nutrients inside the cell, the enzymatic reactions as well as the surface phenomena are favored by modifying the configuration of the active sites of the cell wall (Papagianni, 2004). On the other hand, at pH 8, a growth slowdown is observed, which can be caused by changes in the conformation or polarity of the membrane (transport systems) or the substrate molecules (proteins), or else by the denaturation of enzymes.