Citation: Dmitrovi´ c, S.; Luki´ c, N.;
Pajˇ cin, I.; Vlajkov, V.; Grahovac, J.;
Joki´ c, A. The Use of Chitosan for
Flocculation Recovery of Bacillus
Biomass Grown on Dairy and Wine
Industry Effluents. Processes 2023, 11,
1099. https://doi.org/10.3390/
pr11041099
Academic Editors: Bruna De Falco
and Konstantina Tsikrika
Received: 20 March 2023
Revised: 28 March 2023
Accepted: 3 April 2023
Published: 4 April 2023
Copyright: © 2023 by the authors.
Licensee MDPI, Basel, Switzerland.
This article is an open access article
distributed under the terms and
conditions of the Creative Commons
Attribution (CC BY) license (https://
creativecommons.org/licenses/by/
4.0/).
processes
Article
The Use of Chitosan for Flocculation Recovery of Bacillus
Biomass Grown on Dairy and Wine Industry Effluents
Selena Dmitrovi´ c *, Nataša Luki´ c, Ivana Pajˇ cin , Vanja Vlajkov , Jovana Grahovac * and Aleksandar Joki´ c
Faculty of Technology Novi Sad, University of Novi Sad, Bulevar cara Lazara 1, 21000 Novi Sad, Serbia;
nlukic@tf.uns.ac.rs (N.L.); ivana.pajcin@uns.ac.rs (I.P.); vanja.vlajkov@uns.ac.rs (V.V.); jokic@uns.ac.rs (A.J.)
* Correspondence: selena.dmitrovic@uns.ac.rs (S.D.); johana@uns.ac.rs (J.G.)
Abstract: The downstream processing of efficient biomass-based microbial biopesticides is heavily
reliant on obtaining the largest concentration of viable cells in the most cost-effective manner. The
goal of this research was to assess the ability of chitosan flocculation to recover bacterial Bacillus
sp. BioSol021 biomass from the broth after biological treatment of wastewaters from the dairy and
wine industries. Second-order factorial design models were used to estimate the effect of chitosan
concentration and mixing speed on flocculation efficiency, settling velocity, and antimicrobial activity
against Aspergillus flavus, i.e., inhibition zone diameter. Response surface methodology was followed
by multi-objective optimization by applying the desirability function (DF) and genetic algorithm (GA).
The optimum values for flocculation efficiency, settling velocity, and inhibition zone diameter for
cheese whey effluent were 88%, 0.10 mm/s, and 51.00 mm, respectively. In the case of winery flotation
effluent, the optimum values were flocculation efficiency 95% and settling velocity 0.05 mm/s, while
the inhibition zone diameter was 48.00 mm. These results indicate that utilizing chitosan as a
flocculation agent not only fits the criteria for effective downstream processing, but also has a
synergistic effect on Bacillus sp. antibacterial activity.
Keywords: Bacillus sp.; flocculation; chitosan; food industry wastewaters
1. Introduction
Food spoilage organisms are widely regarded as a severe public health threat and
provide significant health concerns to consumers and the food industry [1,2]. The use of
natural antimicrobial agents represents a highly effective approach for biopreservation of
food products and a significant part of the green food revolution. Some plant pathogens,
such as fungi Aspergillus flavus, beside the problem of food spoilage, release mycotoxin
contamination that could influence human health. A well-known opportunistic pathogen
of numerous crops with economic value, such as maize, peanuts, and cotton, Aspergillus
flavus is also a noteworthy producer of aflatoxins [3,4]. Aflatoxin B1 (AFB1) is categorized
by the International Agency for Research on Cancer (IARC) in the 1a group of substances
that are carcinogenic to both humans and animals. AFB1 is one of the few mycotoxins that
have been used in the development of biological weapons and is regarded as the most
potent natural carcinogen [5,6].
Plant growth promotion, induction of systemic plant resistance, biofilm formation,
competition for nutrients and space, lytic effect, and antibiotic production are just a few
of the diverse mechanisms of action used by various bacterial biopesticides of the Bacillus
genus whose cells and active metabolite components display intense antibacterial and
antifungal activity against the different plant pathogens [7]. The substitution of chemical
pesticides by biological ones is a foreseeable trend. However, a number of obstacles have
prevented the commercial production and use of microbial products. Despite the substantial
potential of currently known and utilized biopesticides, there are still only a few products
on the market at large. The high cost of biotechnological production, with a focus on the
Processes 2023, 11, 1099. https://doi.org/10.3390/pr11041099 https://www.mdpi.com/journal/processes