- Article
Dairy processing generates large volumes of lactose-rich permeate whose disposal can be costly. Lacticaseibacillus rhamnosus GG (LGG), a widely used probiotic strain, grows poorly on lactose, limiting the potential to valorize this stream. An endogenous Cas9-based genome-editing system successfully enabled adhE deletion and was subsequently used for strain engineering. Partial deletion of the lactose operon t1 terminator was followed by selection in MRS–lactose medium. Growth curves of 75 mutants were assessed; the ten with the highest maximum growth rates (MaxV) were sequenced and further adapted to lactose. Two were tested on glucose, lactose, and treated milk permeate. Subsequent pta deletion reduced acetate but delayed growth, while plasmid-borne ldhL1 overexpression provided no final lactate advantage. In 2 mL tube fermentations, LGGm produced 40.71 ± 2.09 g/L lactic acid within 24 h, versus 2.14 ± 0.18 g/L for wild-type LGG. The apparent yield was 1.02 g/g initial lactose, with approximately 98% L-lactate. These findings demonstrate the potential of engineered LGG for lactic acid production in MRS-supplemented dairy permeate at laboratory scale, providing a basis for further evaluation with reduced supplementation and larger fermentation volumes.
6 November 2026


![Comparison of three pTRKH2-based CRISPR systems for AdhE (LGG_RS14020) deletion in LGG. (a) Construct maps of CRISPR 1 expressing heterologous SpCas9 [21] (13 kb), CRISPR 2 expressing CasMINI-V3.1 [22] (10 kb), and CRISPR 3 carrying an sgRNA and homologous repair template to harness native LGG Cas9 [19,23] (9 kb). Successful editing was achieved using CRISPR 3. (b) Diagnostic PCR showing the expected products for wild-type LGG (3.6 kb) and the adhE deletion mutant (2.5 kb). Lanes 1–8 represent colonies 1–8; wt, wild-type LGG; M, 1 kb DNA ladder. (c) Sanger sequencing confirming a 1080-bp deletion in adhE. EmR, erythromycin resistance; Rep, replication region; HR, homologous repair template.](https://mdpi-res.com/synbio/synbio-04-00024/article_deploy/html/images/synbio-04-00024-g001-550.jpg)
![Illustrations of hagfish slime. (a) Sketch of exudate and slime formation in seawater, showing thread skeins and mucin vesicles transforming into an expanded network of slime threads and mucin upon hydration and flow. (b) Photograph of hagfish slime suspended on a spatula, where the cohesivity arises from the long protein threads. Reproduced from Rementzi et al. [54] under the terms of a Creative Commons Attribution 3.0 Unported License (https://creativecommons.org/licenses/by/3.0/). Copyright 2019 The Royal Society of Chemistry. Accessed 15 June 2026.](https://mdpi-res.com/synbio/synbio-04-00022/article_deploy/html/images/synbio-04-00022-g001-550.jpg)

![Timeline of quorum sensing exploration and engineering. Starting with its discovery in the naturally bioluminescent V. fischeri in the 1970s [1], quorum sensing has been probed, elucidated, and refined throughout the scientific literature [3]. The early 2000s saw elegant design schemes using quorum sensing for population control [4] and pattern formation [5]. From the late 2000s to the present day, groups have been employing quorum sensing in multi-strain consortia [6] and engineering spatiotemporally dynamic behaviors [7,8,9].](https://mdpi-res.com/synbio/synbio-04-00020/article_deploy/html/images/synbio-04-00020-g001-550.jpg)