| Literature DB >> 31316281 |
Konstantin A Kurbakov1, Evgenii A Konorov1,2,3, Mikhail Y Minaev1, Oksana A Kuznetsova1.
Abstract
Optimization of fermentation processes requires monitoring the species composition of starter cultures and their growth during fermentation. Most starter cultures contain closely related species. Nowadays, high-resolution melting (HRM) analysis is extensively used for multiplex identification of closely related species. In the present paper, we applied real-time polymerase chain reaction (PCR) with HRM analysis for the detection and differentiation of Lactobacillus sakei and L. curvatus. A primer pair was selected for the site of the rpoA gene of Lactobacillus spp. Eleven starter cultures and fifteen fermented sausages with a known bacterial composition were successfully tested using real-time PCR with HRM analysis with the developed primer pair.Entities:
Keywords: HRM; Lactobacillus curvatus; Lactobacillus sakei; fermented sausages; real-time PCR; starter cultures
Year: 2019 PMID: 31316281 PMCID: PMC6600297 DOI: 10.17113/ftb.57.01.19.5983
Source DB: PubMed Journal: Food Technol Biotechnol ISSN: 1330-9862 Impact factor: 3.918
Sequences and positions of the primers used in the study
| Primer | Method | Primer sequence (5’–3’) | Amplification region | Amplification size/bp | |
|---|---|---|---|---|---|
| LscHRM-F | PCR with HRM | CCGTGGTTATGTTGCTGCTG | | 97 | 78.7 for |
| LscHRM-R | GTTGACACGACTGATTGGGGTA | ||||
| LscSeq-F | Sequencing | CAAAGATTGCCAAATGCTCTGTC | 291 | ||
| LscSeq-R | GTACAGTAGCTGAAGGCGGC |
bp=base pairs, *calculated by uMelt software (36), PCR=polymerase chain reaction, HRM=high-resolution melting analysis
Fig. S1Alignment of the sequences of Lactobacillus sakei and L. curvatus laboratory strains with the respective sections of the rpoA gene from the strains in the NCBI database (L. sakei FAM18311 strain and L. curvatus MR56 strain) (). SNPs are highlighted in red, primer (LscHRM-F and LscHRM-R) positions are marked
Melting temperature (Tm) and threshold cycle values of positive controls and their dilutions obtained by LightCycler 96 ()
| Dilution | | Threshold cycle | Dilution | | Threshold cycle | |
| LightCycler 480 HRM master kit | ||||||
| 1 | (79.70±0.08)a | (18.8±0.1)a | 1 | (80.46±0.03)a | (19.2±0.1)a | |
| 10-1 | (79.71±0.04)a | (22.50±0.04)a | 10-1 | (80.46±0.01)a | (22.6±0.1)a | |
| 10-2 | (79.8±0.1)a | (26.1±0.1)a | 10-2 | (80.43±0.04)a | (26.15±0.08)a | |
| 10-3 | (79.69±0.05)a | (29.7±0.1)a | 10-3 | (80.45±0.05)a | (29.67±0.09)a | |
| 10-4 | (79.69±0.05)a | (32.8±0.5)a | 10-4 | (80.44±0.05)a | (32.7±0.5)a | |
| Total | (79.73±0.07)b | Total | (80.45±0.03)b | |||
| Real-time PCR reagent | ||||||
| 1 | (80.63±0.03)a | (19.60±0.06)a | 1 | (81.29±0.03)a | (19.18±0.05)a | |
| 10-1 | (80.50±0.04)a | (22.89±0.05)a | 10-1 | (81.30±0.02)a | (22.8±0.1)a | |
| 10-2 | (80.56±0.08)a | (26.7±0.2)a | 10-2 | (81.28±0.03)a | (26.1±0.1)a | |
| 10-3 | (80.59±0.03)a | (30.0±0.2)a | 10-3 | (81.27±0.03)a | (29.5±0.1)a | |
| 10-4 | (80.55±0.03)a | (33.8±0.2)a | 10-4 | (81.25±0.03)a | (33.5±0.4)a | |
| Total | (80.58±0.05)b | Total | (81.28±0.03)b | |||
Data represent the mean value±standard deviation (aN=3, bN=15), PCR=polymerase chain reaction
Melting temperature (Tm) and threshold cycle values of positive controls and their dilutions obtained by CFX96 ()
| Dilution | Threshold cycle | Dilution | Threshold cycle | |||
| LightCycler 480 HRM master kit | ||||||
| 1 | (78.5±0.1)a | (21.7±0.2)a | 1 | (79.1±0.1)a | (21.55±0.07)a | |
| 10-1 | (78.4±0.0)a | (25.09±0.03)a | 10-1 | (79.0±0.0)a | (25.23±0.08)a | |
| 10-2 | (78.4±0.0)a | (28.47±0.09)a | 10-2 | (79.1±0.1)a | (28.52±0.08)a | |
| 10-3 | (78.4±0.0)a | (32.2±0.2)a | 10-3 | (79.0±0.0)a | (32.32±0.03)a | |
| 10-4 | (78.2±0.0)a | (35.9±0.6)a | 10-4 | (79.0±0.0)a | (35.8±0.6)a | |
| Total | (78.4±0.1)b | Total | (80.45±0.03)b | |||
| Real-time PCR reagent | ||||||
| 1 | (79.4±0.0)a | (20.3±0.1)a | 1 | (80.0±0.0)a | (20.21±0.04)a | |
| 10-1 | (79.3±0.1)a | (24.07±0.08)a | 10-1 | (79.8±0.0)a | (24.15±0.05)a | |
| 10-2 | (79.2±0.0)a | (28.5±0.1)a | 10-2 | (79.8±0.0)a | (27.8±0.1)a | |
| 10-3 | (79.2±0.0)a | (31.6±0.3)a | 10-3 | (79.8±0.0)a | (31.15±0.04)a | |
| 10-4 | (79.2±0.0)a | (35.3±0.2)a | 10-4 | (79.8±0.0)a | (34.5±0.4)a | |
| Total | (79.25±0.09)b | Total | (79.84±0.08)b | |||
Data represent the mean value±standard deviation (aN=3, bN=15). PCR=polymerase chain reaction
Melting temperature (Tm) of samples and positive controls
| Sample | | Sample | | ||||||
| LightCycler 96 | CFX96 | LightCycler 96 | CFX96 | ||||||
| Starter culture | |||||||||
| Control strain | (79.79±0.08)a | (78.6±0.0)a | Control strain | (80.46±0.03)a | (79.2±0.0)a | ||||
| A-1 | (79.79±0.02)a | (78.6±0.0)a | A-9 | (80.49±0.01)a | (79.2±0.0)a | ||||
| A-2 | (79.66±0.09)a | (78.6±0.0)a | A-10 | (80.51±0.07)a | (79.0±0.0)a | ||||
| A-3 | (79.68±0.05)a | (78.6±0.0)a | |||||||
| A-4 | (79.70±0.08)a | (78.6±0.0)a | |||||||
| A-5 | (79.68±0.02)a | (78. 7±0.1)a | |||||||
| A-6 | (79.65±0.03)a | (78.5±0.1)a | |||||||
| A-7 | (79.68±0.04)a | (78.6±0.0)a | |||||||
| A-8 | (79.68±0.05)a | (78.7±0.1)a | |||||||
| Total | (79.70±0.07)b | (78.61±0.07)b | Total | (80.48±0.04)c | (79.1±0.1)c | ||||
| Fermented sausage | |||||||||
| Control strain | (80.8±0.1)a | (79.8±0.0)a | Control strain | (81.3±0.1)a | (80.4±0.0)a | ||||
| B-1 | (80.69±0.04)a | (79.9±0.1)a | B-10 | (81.20±0.08)a | (80.5±0.1)a | ||||
| B-2 | (80.66±0.03)a | (79.8±0.0)a | B-11 | (81.30±0.04)a | (80.6±0.0)a | ||||
| B-3 | (80.72±0.07)a | (79.8±0.0)a | B-12 | (81.30±0.04)a | (80.6±0.0)a | ||||
| B-4 | (80.7±0.1)a | (79.9±0.1)a | |||||||
| B-5 | (80.75±0.05)a | (79.7±0.1)a | |||||||
| B-6 | (80.59±0.08)a | (79.9±0.1)a | |||||||
| B-7 | (80.61±0.05)a | (79.8±0.0)a | |||||||
| B-8 | (80.55±0.09)a | (80.0±0.0)a | |||||||
| B-9 | (80.7±0.2)a | (79.9±0.1)a | |||||||
| Total | (80.7±0.1)d | (79.8±0.1)d | Total | (81.3±0.1)e | (80.5±0.1)e | ||||
Data represent the mean value±standard de nviation (aN=3, bN=27, cN=9, dN=30 and eN=12)
The comparison of high-resolution melting analysis (HRM) and biochemical identification results of samples
| Sample code | Species included in the composition | Microbiogical identification* | PCR with | HRM differentation |
|---|---|---|---|---|
| Starter culture | ||||
| A-1 | + | |||
| A-2 | + | |||
| A-3 | + | |||
| A-4 | + | |||
| A-5 | + | |||
| A-6 | + | |||
| A-7 | + | |||
| A-8 | + | |||
| A-9 | + | |||
| A-10 | + | |||
| A-11 | - | |||
| Fermented sausage | ||||
| B-1 | + | |||
| B-2 | + | |||
| B-3 | + | |||
| B-4 | + | |||
| B-5 | + | |||
| B-6 | + | |||
| B-7 | + | |||
| B-8 | + | |||
| B-9 | + | |||
| B-10 | + | |||
| B-11 | + | |||
| B-12 | + | |||
| B-13 | - | |||
| B-14 | - | |||
| B-15 | - | |||
*According to API 50 CHL test system result of 6 isolated colonies from the Petri dishes of the last dilutions in which growth was observed; +=positive result, -=negative result, PCR=polymerase chain reaction
Fig. 1High-resolution melting analysis (HRM) of mixed samples. Normalized melt peaks analysed by LightCycler® 96 software (). Samples: 1=Lactobacillus curvatus, 2=L. sakei, 3=L. curvatus and L. sakei mix in ratio 1:1, 4=L. curvatus and L. sakei mix in ratio 2:1, 5=L. curvatus and L. sakei mix in ratio 1:2, 6=L. curvatus and L. sakei mix in ratio 10:1, and 7=L. curvatus and L. sakei mix in ratio 1:10