Development and Application of a Multiplex Real-Time Fluorescent PCR Assay for the Detection of Common Lactobacillus Species in Food
Abstract
1. Introduction
Research Background and Significance
2. Results
2.1. Screening Primer–Probe Combinations for Multiplex Real-Time Fluorescence PCR System [29]
2.1.1. Screening of Modification Groups for Multiplex Real-Time Fluorescence PCR
2.1.2. Specificity Verification of Multiplex Real-Time Fluorescence PCR Primer–Probe Combination
- L. rhamnosus + L. plantarum + L. acidophilus + L. delbrueckii subsp. bulgaricus;
- L. rhamnosus + L. plantarum + L. acidophilus + L. reuteri;
- L. rhamnosus + L. plantarum + L. acidophilus + L. casei;
- L. rhamnosus + L. plantarum + L. acidophilus + L. paracasei.
2.2. Specificity Verification of Multiplex Fluorescence PCR Primer–Probe
2.3. Limit of Detection (LOD)
2.4. Repeatability Validation of the Multiplex PCR Assay
2.5. Validation Using Commercial Food Samples
3. Discussion
4. Materials and Methods
4.1. Strains and Samples
4.1.1. Stains
4.1.2. Commercial Samples
4.2. Instruments, Equipment, and Reagents
4.2.1. Instruments and Equipment
4.2.2. Reagents
4.2.3. Primers and Probes
4.3. Experimental Methods
4.3.1. DNA Extraction [30]
4.3.2. Determination of DNA Content and Quality
4.3.3. Real-Time Fluorescence PCR Amplification System
Experimental Process Control
Real-Time Fluorescence PCR System
Real-Time Fluorescence PCR Parameters
Quality Control
- (a)
- Blank control: No fluorescence signal is detected in the fluorescence channel, and the Ct value should be >35.0.
- (b)
- Negative control: No fluorescence signal is detected in the fluorescence channel, and the Ct value should be >35.0.
- (c)
- Positive control: A fluorescence signal is detected in the fluorescence channel, and a typical amplification curve appears, with the Ct value ≤ 30.0.
Result Determination
- (a)
- If the Ct value ≤ 30.0, the sample is determined to be positive.
- (b)
- If the Ct value > 35.0, the sample is determined to be negative.
- (c)
- If 30.0 < Ct value ≤ 35.0, repeat the amplification once. If the Ct value is still ≤35.0 after the second amplification, the sample is determined to be positive; if the Ct value > 35.0 after the second amplification, the sample is determined to be negative.
4.3.4. Screening Primer–Probe Combinations for Multiplex Real-Time Fluorescence PCR System
Screening of Modified Groups for Multiplex Real-Time Fluorescence PCR
Specificity Verification of Multiplex Real-Time Fluorescent PCR Primer–Probe Combination
4.3.5. Specificity Verification of Multiplex Fluorescence PCR Primer–Probe
4.3.6. Detection Limit (Limit of Detection, LOD)
4.3.7. Repeatability Validation of the Multiplex PCR Assay
4.3.8. Validation Using Commercial Food Samples
5. Conclusions
6. Patents
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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| Primer–Probe Combination | Strain | |||||||
|---|---|---|---|---|---|---|---|---|
| L. rhamnosus | L. plantarum | L. delbrueckii subsp. bulgaricus | L. acidophilus | L. casei | L. paracasei | L. reuteri | Blank | |
| L. rhamnosus (FAM) | 21.92 | >40 | >40 | >40 | 39.92 | >40 | >40 | >40 |
| L. plantarum (CY5) | >40 | 23.62 | 36.23 | >40 | 38.97 | >40 | >40 | >40 |
| L. delbrueckii subsp. Bulgaricus (HEX) | >40 | >40 | 21.95 | >40 | >40 | >40 | >40 | >40 |
| L. casei 1 (NED) | >40 | >40 | 23.36 | >40 | 20.20 | >40 | >40 | >40 |
| Primer–Probe Combination | Strain | |||||||
|---|---|---|---|---|---|---|---|---|
| L. rhamnosus | L. plantarum | L. debrueckii subsp. bulgaricus | L. acidophilus | L. casei | L. paracasei | L. reuteri | Blank | |
| L. plantarum (CY5) | >40 | 23.09 | 36.23 | >40 | 38.97 | >40 | >40 | >40 |
| L. acidophilus (ROX) | >40 | >40 | 39.32 | 23.02 | >40 | >40 | >40 | >40 |
| L. delbrueckii subsp. Bulgaricus (HEX) | >40 | >40 | 21.95 | >40 | >40 | >40 | >40 | >40 |
| L. casei 1 (NED) | >40 | >40 | 25.67 | >40 | 19.98 | 38.65 | >40 | >40 |
| Primer–Probe Combination | Strain | |||||||
|---|---|---|---|---|---|---|---|---|
| L. rhamnosus | L. plantarum | L. debrueckii subsp. bulgaricus | L. acidophilus | L. casei | L. paracasei | L. reuteri | Blank | |
| L. rhamnosus (FAM) | 21.11 | >40 | >40 | >40 | 38.34 | >40 | >40 | >40 |
| L. plantarum (CY5) | >40 | 22.46 | 36.75 | >40 | 36.74 | >40 | >40 | >40 |
| L. delbrueckii subsp. Bulgaricus (HEX) | >40 | >40 | 20.91 | >40 | >40 | >40 | >40 | >40 |
| L. paracasei 1 (NED) | >40 | >40 | 21.96 | >40 | 19.35 | >40 | >40 | >40 |
| Primer–Probe Combination | Strain | |||||||
|---|---|---|---|---|---|---|---|---|
| L. rhamnosus | L. plantarum | L. delbrueckii subsp. bulgaricus | L. acidophilus | L. casei | L. paracasei | L. reuteri | Blank | |
| L. reuteri (HEX) | >40 | >40 | >40 | >40 | >40 | >40 | 20.98 | >40 |
| L. casei 1 (NED) | >40 | >40 | >40 | >40 | 16.02 | >40 | 21.21 | >40 |
| Primer–Probe Combination | Strain | |||||||
|---|---|---|---|---|---|---|---|---|
| L. rhamnosus | L. plantarum | L. debrueckii subsp. bulgaricus | L. acidophilus | L. casei | L. paracasei | L. reuteri | Blank | |
| L. reuteri (HEX) | >40 | >40 | >40 | >40 | >40 | >40 | 21.35 | >40 |
| L. paracasei 1 (NED) | >40 | >40 | >40 | >40 | 39.25 | 17.01 | 21.91 | >40 |
| Primer–Probe Combination | Strain | |||||||
|---|---|---|---|---|---|---|---|---|
| L. rhamnosus | L. plantarum | L. delbrueckii subsp. bulgaricus | L. acidophilus | L. casei | L. paracasei | L. reuteri | Blank | |
| L. rhamnosus (FAM) | 18.58 | 37.13 | 38.1 | 39.99 | 38.27 | 37.98 | 36.83 | >40 |
| L. plantarum (CY5) | 36.16 | 16.88 | 36.4 | 37.33 | 36.89 | 36.28 | 37.29 | >40 |
| L. acidophilus (ROX) | 38.34 | 38.14 | 38.35 | 17.69 | 38.40 | 36.95 | 36.86 | >40 |
| L. paracasei (NED) | >40 | 36.70 | >40 | 38.46 | >40 | 20.55 | 38.07 | >40 |
| Primer–Probe Combination | Strain | |||||||
|---|---|---|---|---|---|---|---|---|
| L. rhamnosus | L. plantarum | L. delbrueckii subsp. bulgaricus | L. acidophilus | L. casei | L. paracasei | L. reuteri | Blank | |
| L. rhamnosus (FAM) | 21.24 | >40 | >40 | >40 | 36.97 | >40 | 35.38 | >40 |
| L. plantarum (CY5) | 39.61 | 17.11 | >40 | 35.06 | >40 | 39.34 | 37.03 | >40 |
| L. acidophilus (ROX) | >40 | 36.11 | >40 | 20.72 | 39.41 | 38.88 | 39.91 | >40 |
| L. casei (NED) | >40 | >40 | >40 | >40 | 20.09 | >40 | >40 | >40 |
| Primer–Probe Combination | Strain | |||||||
|---|---|---|---|---|---|---|---|---|
| L. rhamnosus | L. plantarum | L. delbrueckii subsp. bulgaricus | L. acidophilus | L. casei | L. paracasei | L. reuteri | Blank | |
| L. rhamnosus (FAM) | 19.66 | >40 | >40 | >40 | >40 | 37.48 | 36.23 | >40 |
| L. plantarum (CY5) | >40 | 15.25 | >40 | >40 | 38.52 | 37.69 | >40 | >40 |
| L. delbrueckii subsp. Bulgaricus (HEX) | >40 | >40 | 24.26 | >40 | 39.09 | >40 | >40 | >40 |
| L. acidophilus (ROX) | >40 | >40 | >40 | 16.51 | 38.24 | 37.18 | >40 | >40 |
| Primer–Probe Combination | Strain | |||||||
|---|---|---|---|---|---|---|---|---|
| L. rhamnosus | L. plantarum | L. delbrueckii subsp. bulgaricus | L. acidophilus | L. casei | L. paracasei | L. reuteri | Blank | |
| L. rhamnosus (FAM) | 16.47 | 38.78 | >40 | 37.23 | >40 | 37.12 | 37.53 | >40 |
| L. plantarum (CY5) | 38.61 | 16.39 | 39.16 | 38.38 | 37.31 | 38.49 | 37.69 | >40 |
| L. acidophilus (ROX) | 37.22 | 37.37 | 38.11 | 17.05 | 38.24 | 36.20 | 36.18 | >40 |
| L. reuteri (NED) | >40 | >40 | >40 | >40 | >40 | 39.18 | 22.88 | >40 |
| Strain | Ct1 | Ct2 | Ct3 | Ct4 |
|---|---|---|---|---|
| L. acidophilus | 18.66 | 15.15 | 18.51 | 18.38 |
| L. plantarum | 17.02 | 16.78 | 17.29 | 17.36 |
| L. rhamnosus | 19.55 | 19.47 | 16.63 | 16.54 |
| L. paracasei | 23.68 | 22.90 | 18.77 | 18.84 |
| L. delbrueckii subsp. bulgaricus | >40 | >40 | >40 | >40 |
| L. casei | >40 | >40 | >40 | >40 |
| L. reuteri | >40 | >40 | >40 | >40 |
| B. animalis | >40 | >40 | >40 | >40 |
| S. thermophilus | >40 | >40 | >40 | >40 |
| L. lactis | >40 | >40 | >40 | >40 |
| ddH2O | >40 | >40 | >40 | >40 |
| Target | L. plantarum | L. rhamnosus | L. paracasei | L. acidophilus | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Concentration of standard strain bacterial suspension | Plate Count | Ct Value | Results | Plate Count | Ct Value | Results | Plate Count | Ct Result | Results | Plate Count | Ct Value | Results |
| CFU/g | CFU/g | CFU/g | CFU/g | |||||||||
| 1.3 × 108 | 16.85 | Pos. | 3.6 × 107 | 14.24 | Pos. | 1.1 × 108 | 19.81 | Pos. | 1.4 × 106 | 17.49 | Pos. | |
| 1.3 × 107 | 21.92 | Pos. | 3.6 × 106 | 18.54 | Pos. | 1.1 × 107 | 23.47 | Pos. | 1.4 × 105 | 20.82 | Pos. | |
| 1.3 × 106 | 29.01 | Pos. | 3.6 × 105 | 24.91 | Pos. | 1.1 × 106 | 28.05 | Pos. | 1.4 × 104 | 25.54 | Pos. | |
| 1.3 × 105 | 31.48 | Pos. | 3.6 × 104 | 28.39 | Pos. | 1.1 × 105 | 32.04 | Pos. | 1.4 × 103 | 28.67 | Pos. | |
| 1.3 × 104 | 34.22 | Pos. | 3.6 × 103 | 31.23 | Pos. | 1.1 × 104 | 39.48 | Neg. | 1.4 × 102 | 32.06 | Pos. | |
| 1.3 × 103 | 38.16 | Neg. | 3.6 × 102 | 35.36 | Neg. | 1.1 × 103 | 39.37 | Neg. | 1.4 × 101 | 35.41 | Neg. | |
| 1.3 × 102 | 39.06 | Neg. | 3.6 × 101 | >40 | Neg. | 1.1 × 102 | 39.47 | Neg. | 36.35 | Neg. | ||
| Positive target strain | / | 23.33 | Pos. | / | 19.22 | Pos. | / | 26.89 | Pos. | / | 22.75 | Pos. |
| Sample | No. | Primer–Probe Combination | Ct Value | Result | RSD% |
|---|---|---|---|---|---|
| Mixed bacterial suspensions of L. acidophilus, L. plantarum, L. rhamnosus, and L. paracasei | 1 | L. acidophilus | 16.60 | 17.02 ± 0.35 | 2.07% |
| L. plantarum | 16.63 | 17.02 ± 0.77 | 4.36% | ||
| L. rhamnosus | 19.23 | 20.08 ± 1.10 | 5.48% | ||
| L. paracasei | 20.78 | 21.14 ± 0.47 | 2.21% | ||
| 2 | L. acidophilus | 17.19 | |||
| L. plantarum | 17.24 | ||||
| L. rhamnosus | 19.08 | ||||
| L. paracasei | 20.54 | ||||
| 3 | L. acidophilus | 16.75 | |||
| L. plantarum | 17.21 | ||||
| L. rhamnosus | 19.21 | ||||
| L. paracasei | 20.98 | ||||
| 4 | L. acidophilus | 17.25 | |||
| L. plantarum | 18.52 | ||||
| L. rhamnosus | 20.12 | ||||
| L. paracasei | 21.79 | ||||
| 5 | L. acidophilus | 17.52 | |||
| L. plantarum | 17.56 | ||||
| L. rhamnosus | 21.23 | ||||
| L. paracasei | 21.25 | ||||
| 6 | L. acidophilus | 16.82 | |||
| L. plantarum | 18.54 | ||||
| L. rhamnosus | 21.58 | ||||
| L. paracasei | 21.52 |
| No. | Sample | Components | Primer–Probe Combination | Ct Value | Result |
|---|---|---|---|---|---|
| 1 | Health food product 1 | L. plantarum Wk86, L. acidophilus LA16, L. plantarum Lp99, L. casei LC89, L. plantarum N13, B. longum BL44, B. bifidum BBi77, B. breve BBr02, L. paracasei LC28, L. rhamnosus BA12, L. delbrueckii subsp. bulgaricus LB50, B. adolecentis BAC30, Bacilus coagulans BC99 | L. acidophilus | 18.55, 18.91, 22.99 | Detected |
| L. plantarum | 16.34, 16.19, 16.51 | Detected | |||
| L. rhamnosus | 19.63, 20.51, 20.13 | Detected | |||
| L. paracasei | 22.58, 24.30, 22.99 | Detected | |||
| 2 | Health food product 2 | L. acidophilus; B. longum; L. plantarum | L. acidophilus | 21.56, 22.71, 21.56 | Detected |
| L. plantarum | 21.54, 20.51, 19.61 | Detected | |||
| L. rhamnosus | >40, >40, >40 | Not Detected | |||
| L. paracasei | >40, >40, >40 | Not Detected | |||
| 3 | Health food product 3 | L. acidophilus, Bifidobacterium, L. paracasei | L. acidophilus | 22.21, 19.92, 20.35 | Detected |
| L. plantarum | >40, >40, >40 | Not Detected | |||
| L. rhamnosus | >40, >40, >40 | Not Detected | |||
| L. paracasei | 30.61, 30.23, 30.21 | Detected | |||
| 4 | Health food product 4 | L. fermentum, L. acidophilus, L. paracasei | L. acidophilus | 20.73, 22.05, 22.25 | Detected |
| L. plantarum | >40, >40, >40 | Not Detected | |||
| L. rhamnosus | >40, >40, >40 | Not Detected | |||
| L. paracasei | 22.82, 28.98, 28.58 | Detected | |||
| 5 | Health food product 5 | L. plantarum, L. acidophilus, B. longum | L. acidophilus | 24.25, 26.07, 24.04 | Detected |
| L. plantarum | 26.44, 29.14, 27.35 | Detected | |||
| L. rhamnosus | >40, >40, >40 | Not Detected | |||
| L. paracasei | >40, >40, >40 | Not Detected | |||
| 6 | Solid beverage 1 | L. acidophilus NCFM, B. lactis Bi-07, B. animalis Bb-12, L. rhamnosus LGG, L. rhamnosus HN001, B. lactis HN019 | L. acidophilus | 24.95, 24.11, 23.63 | Detected |
| L. plantarum | >40, >40, >40 | Not Detected | |||
| L. rhamnosus | 24.98, 24.36, 23.99 | Detected | |||
| L. paracasei | >40, >40, >40 | Not Detected | |||
| 7 | Solid beverage 2 | L. plantarum, L. rhamnosus, P. acidilactici, B. lactis; lactic acid bacteria compound powder (L. helveticus R0052, L. plantarum R1012, B. longum R0175, L. paracasei Lpc-37) | L. acidophilus | >40, >40, >40 | Not Detected |
| L. plantarum | 18.91, 18.81, 19.43 | Detected | |||
| L. rhamnosus | 24.15, 24.29, 25.22 | Detected | |||
| L. paracasei | 32.17, 31.88, 32.62 | Detected | |||
| 8 | Solid beverage 3 | L. plantarum, L. rhamnosus, B. lactis; probiotic powder (L. plantarum TSP05, L. reuteri TSR332, L. fermentum TSR331, B. lactis CP-9, B. infantis, L. rhamnosus bv-77); lactic acid bacteria compound powder (L. plantarum HA119, L. casei R0215, L. helveticus R0052); L. acidophilus NCFM, B. lactis CECT8154, L. rhamnosus CNCMI-4036, B. breve B-3, B. lactis HN019, L. rhamnosus HN001, B. lactis Bi-07, B. breve M-16V, B. longum BB536 | L. acidophilus | 30.58, 28.35, 30.25 | Detected |
| L. plantarum | 21.62, 20.11, 21.25 | Detected | |||
| L. rhamnosus | 23.89, 22.15, 23.63 | Detected | |||
| L. paracasei | >40, >40, >40 | Not Detected | |||
| 9 | Solid beverage 4 | B. lactis HN019, B. lactis Bi-04, L. paracasei Lpc-37, L. acidophilus NCFM | L. acidophilus | 20.10, 22.51, 22.25 | Detected |
| L. plantarum | 38.86, 38.33, 38.86 | Not Detected | |||
| L. rhamnosus | >40, >40, >40 | Not Detected | |||
| L. paracasei | 29.32, 28.76, 28.52 | Detected | |||
| 10 | Solid beverage 5 | L. plantarum, B. lactis, L. casei, L. rhamnosus, B. breve, L. acidophilus, L. paracasei | L. acidophilus | 23.09, 22.26, 23.15 | Detected |
| L. plantarum | 14.46, 14.17, 14.25 | Detected | |||
| L. rhamnosus | 27.78, 27.58, 27.31 | Detected | |||
| L. paracasei | 32.17, 25.34, 26.32 | Detected |
| Target | Primer and Probe Sequences |
|---|---|
| L. rhamnosus [24] | F :5′-GGTTGATTCAGTGGCAGCTC-3′ R :5′-GTGTGCATCACCCATGTCC-3′ P :5′-TCAATTTCTGCGCGCGGTACCA-3′ |
| L. plantarum [24] | F :5′-AGCTTGAAAGATGGCTTCGG-3′ R :5′-GGTCGGCTACGTATCATTGC-3′ P :5′-ACGCCGCGGGACCATCCAAA-3′ |
| L. reuteri [24] | F :5′-CTTTCGCAGCCTGATAGTGG-3′ R :5′-TCCGAAGAGCCTGAGACATC-3′ P :5′-CGGTTGCAGCATTAGTTCCTGC-3′ |
| L. acidophilus [24] | F :5′-GAGCTGAACCAACAGATTCAC-3′ R :5′-GCAGGTTCCCCACGTGTTAC-3′ P :5′ -CCCATCCGCCGCTAGCGTT-3′ |
| L. delbrueckii subsp. bulgaricus [24] | F :5′-ACTTTAGCCCATACCTGCGT-3′ R :5′-GTAAATTCCAAGCCGCCCTT-3′ P :5′-CCGGTTGCCCGTTTCCTGCGG-3′ |
| L. casei [24] | F :5′-GCCGGGATCTTCAACTCAAC-3′ R :5′-GGACGGCGCAGAAATCTATC-3′ P :5′-TCGCCCAATGCAGCCTGCGC-3′ |
| L. paracasei [31] | F :5′-CCG(T)GGTGCATTGGTGATT-3′ R :5′-CACATCCCCGCCTTTGATC-3′ P :5′-CGCCCCCGTCAGCAATGTTGTC-3′ |
| Reagent | Concentration | Volume/μL |
|---|---|---|
| PCR Master Mix (2×) | 1× | 12.5 μL |
| Forward primer (5 μmol/L) | 200 nmol/L | 0.6 μL |
| Reverse primer (5 μmol/L) | 200 nmol/L | 0.6 μL |
| Probe (5 μmol/L) | 200 nmol/L | 0.6 μL |
| DNA template (5–50 ng/μL) | / | 2 μL |
| ddH2O | / | Make up to 25 μL |
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Share and Cite
Qu, Q.-F.; Zhang, Q.-P.; Yu, Y. Development and Application of a Multiplex Real-Time Fluorescent PCR Assay for the Detection of Common Lactobacillus Species in Food. Molecules 2026, 31, 1790. https://doi.org/10.3390/molecules31111790
Qu Q-F, Zhang Q-P, Yu Y. Development and Application of a Multiplex Real-Time Fluorescent PCR Assay for the Detection of Common Lactobacillus Species in Food. Molecules. 2026; 31(11):1790. https://doi.org/10.3390/molecules31111790
Chicago/Turabian StyleQu, Qin-Feng, Qing-Ping Zhang, and Yi Yu. 2026. "Development and Application of a Multiplex Real-Time Fluorescent PCR Assay for the Detection of Common Lactobacillus Species in Food" Molecules 31, no. 11: 1790. https://doi.org/10.3390/molecules31111790
APA StyleQu, Q.-F., Zhang, Q.-P., & Yu, Y. (2026). Development and Application of a Multiplex Real-Time Fluorescent PCR Assay for the Detection of Common Lactobacillus Species in Food. Molecules, 31(11), 1790. https://doi.org/10.3390/molecules31111790

