Modeling growth of Lactobacillus helveticus and Kluyveromyces marxianus isolated from fermented camel milk (shubat)

Frontiers in Microbiology, 2026

Full text Open access: Gold Metadata (CSL-JSON)
DOI 10.3389/fmicb.2026.1913745
Data confidence 70 medium
How this score is calculated

It is built from checkable properties of the record itself: whether the article has a DOI, how many independent sources confirmed its data, whether the required fields are filled in, and how recent the latest confirmation is. Disagreement between sources and a missing identifier lower it. A value of 80 or above means the record was published without further checking; 60 to 79 means it is published at reduced confidence, with a manual check advisable. A record verified by an editor by hand is never pushed below 90 by a recalculation. This scores our data about the article, not the article itself.

Abstract

Shubat is a traditional fermented camel milk beverage in which lactic acid bacteria and yeasts jointly determine fermentation behavior, but the kinetic properties of autochthonous strains remain insufficiently characterized. This study aimed to model the growth and metabolite production of Lactobacillus helveticus SH4 and Kluyveromyces marxianus Y45, two most dominant species found in Kazakhstani shubat. Growth was evaluated under different temperatures, pH values, and carbohydrate sources, and described using logistic, cardinal pH—temperature, and Monod models. Lactic acid and ethanol production were measured during cultivation, and co-culture behavior was assessed in modified MRS medium and reconstituted camel milk. L. helveticus SH4 showed optimal growth at pH 7.22 ± 0.11 and 39.66 ± 0.38°C, while K. marxianus Y45 grew optimally at pH 5.39 ± 0.23 and 37.78 ± 0.71°C. SH4 grew efficiently on glucose, galactose, and lactose, whereas Y45 showed the highest growth rate on glucose. Metabolite analysis indicated lactic acid production by SH4 and ethanol production by Y45. In co-culture, both strains followed monoculture-based growth trends in modified MRS, while reconstituted camel milk reduced the final SH4 population. These results provide quantitative parameters for understanding and improving controlled shubat fermentation.