Table 1.
Signal Transduction | Detected Pathogens and Target Type | Strategy | Linear Range | LOD | Detection Time | Food Samples | Ref. |
---|---|---|---|---|---|---|---|
Colorimetry | E. coli O157:H7; cell | ELISA; HRP enzyme | 5 × 102–1 × 107 CFU/mL | 1.08 × 102 CFU/mL in pure culture and 2.6 × 102 CFU/mL in milk | ~7.5 h | Milk | [32] |
Salmonella spp. and S. aureus; DNA | G-quadruplex DNAzyme | 1–1 × 105 CFU/mL | 10 CFU/mL | 130 min | Skim milk | [33] | |
Escherichia coli; cell | Two types of mechanisms based on AuNP | 1 × 102–1 × 104 CFU/mL | 10 CFU/mL | ~80 min | Tap water and milk | [34] | |
S. aureus; mecA gene | Multi-color; AuNBPs | 10–100 pM | 2.71 pM | 1 h | Milk | [38] | |
L. monocytogenes; genomic DNA | GOx/HRP enzyme cascade; Boolean logic function | 0.1–10 nM (colorimetry); 0−50 nM (electrochemistry) | 1.12 nM (colorimetry); 0.04 nM (electrochemistry) | 2 h | Vegetable, meat, and milk extracts | [39] | |
Fluorescence | S. enteritidis; invA gene | MBs; hairpin labeled FAM | 7.4 × 101–7.4 × 108 CFU/mL | 74 CFU/mL | ~2.5 h | Lettuce | [41] |
Mycobacterium tuberculosis; IS6110 gene | MBs; hairpin labeled TAMRA; turn-off | 0.01–100 nM | 10 pM | ~2 h | N/A | [42] | |
emetic Bacillus cereus; genomic DNA | MBs; hairpin labeled FAM; flow cytometry | 7.6–7.6 × 106 CFU/mL | 7.6 CFU/mL in buffer and 9.2 × 102 CFU/mL in milk | ~4.5 h | Milk | [43] | |
S. enteritidis; invA gene | “GO fluorescence” platform; hairpin labeled FAM; turn-on | 4.2 × 101–4.2 × 107 CFU/mL | 4.2 × 101 CFU/mL in buffer and 4.2 × 102 CFU/mL in milk | 3.5 h | Milk | [44] | |
E. coli O157:H7; fliCh7 gene | “PCR-HCR” dual-signal amplification; SYBR Green I embed dsDNA | 7.2 × 101–7.2 × 106 CFU/mL | 7.2 × 101 CFU/mL in buffer and 7.2 × 102 CFU/mL in milk | ~3.5 h | Milk | [46] | |
S. aureus; DNA | “HCR-3WJ-NEASA” circuit dual-signal amplification; CQ | 10 pM–10 nM | 6.7 pM | 0.5 h | Milk | [47] | |
S. aureus; 16S rRNA | “FAM-SYBR Green I” cooperative effect; “GO fluorescence” platform | 50 pM–100 nM | 50 pM | ~1.5 h | Milk | [48] | |
MRSA; agrA gene transcription (its mRNA) | “FAM-SYBR Green I” cooperative effect; “GO fluorescence” platform; strand-displacement polymerization reaction (SDPR) | 10 fM–100 pM | 10 fM | ~1 h | N/A | [49] | |
MRSA; agrC gene transcription (its mRNA) | “FAM-SYBR Green I” cooperative effect; “GO fluorescence” platform; Nb.BbvcI-assisted target recycling amplification (NATR) | 10 fM–100 pM | 7.5 fM | 50 min | N/A | [50] | |
Vibrio Parahaemolyticus; gyrB gene | FRET; four-way branch migration HCR circuits | 0.2–60 nM | 0.067 nM | 90 min | N/A | [51] | |
S. Typhimurium; cell | FRET; ratio fluorescence; CRISPR-Cas12a system and TDN-hHCR | 10–108 CFU/mL | 8 CFU/mL | ~2.5 h | Milk and egg white | [53] | |
E. coli O157:H7; cell | FRET; ratio fluorescence; CQ | 4.9 × 101–4.9 × 106 CFU/mL | 3.5 × 101 CFU/mL | ~3 h | Milk | [54] | |
S. aureus; cell | IFE; UCNPs; g-C3N4 NSs | 10–106 CFU/mL | 1 CFU/mL | 3 h | Tap water and milk | [57] | |
Electrochemistry | S. aureus; cell | pMB NPs; DHCR | 10–108 CFU/mL | 1 CFU/mL | ~3 h | Milk and pear juice | [69] |
E. coli O157:H7; cell | Fc-Dox; multiple amplification through the 3D DNA walker, RCA, and HCR | 10–104 CFU/mL | 7 CFU/mL | ~2 h | N/A | [70] | |
S. aureus; 16S rRNA | Silver wire across electrodes; hairpin labeled AuNPs | 50–107 CFU/mL | 50 CFU/mL | 100 min | Milk | [71] | |
S. Typhimurium;cell | CRISPR-Cas12a; electrode surface modification of electrical response reporting probes | 104–108 CFU/mL | 20 CFU/mL | ~2.5 h | Milk | [72] | |
Clostridium Perfringens; DNA | DNA-Walker; methylene blue; dual-mode output | 1–108 CFU/g | 1 CFU/g | N/A | Chicken, beef, duck, mutton, and pork | [78] | |
Surface-enhanced Raman scattering | S. aureus; cell | Au@Ag/4-ATP; PDMS-based SERS platform | 28–2.8 × 106 CFU/mL | 0.25 CFU/mL | 2.5 h | Milk | [80] |
S. Typhimurium; cell | AgNP/DAPI; competitive indirect strategies | 10–105 CFU/mL | 6 CFU/mL | 3.5 h | Milk | [81] | |
S. Typhimurium; cell | 4-NTP/AuNPs; G-quadruplex DNAzyme | 5–105 CFU/mL | 4 CFU/mL | 105 min | Milk and tap water | [82] | |
POC test | S. enteritidis; DNA | Lateral flow; Sandwich structure | 2.5 pM–500 nM | 1.76 pM | ~25 min | N/A | [83] |
S. enteritidis; 16S rRNA | Lateral flow; “initiators-on-a-string”complex | 102–104 CFU/mL | 53.65 CFU/mL | ~40 min | Milk | [84] | |
E. coli O157:H7; 16S rRNA | Lateral flow; ISD | 102–105 CFU/mL | 102 CFU/mL | ~1.5 h | Milk | [85] | |
Vibrio parahaemolyticus; cell | Lateral flow; MBs; sandwich structure | 103–108 CFU/mL | 2.6 × 103 CFU/mL | 67 min | Shrimp | [92] | |
E. coli O157:H7; cell | Microfluidic chip; PtNPs | 5 × 102–5 × 107 CFU/mL | 250 CFU/mL in buffer and 400 CFU/mL in milk | 75 min | Milk | [95] | |
S. aureus; S. enteritidis | Microfluidic chip; multi-mode analysis | 3.6 × 101–3.6 × 106 CFU/mL | 4 and 8 CFU/mL, respectively | 15 min | Nonfat milk powder and raw ground pork | [96] | |
E. coli O157:H7; cell | Pregnancy test strips and MOF; sandwich structure | 103–107 CFU/mL | 530 CFU/mL | 86 min | Milk | [93] | |
S. aureus; cell | Personal glucose meter; the invertase catalyzes sucrose into glucose | 3–3 × 103 CFU/mL | 2 CFU/mL | 4.5 h | Peach juice, milk, and water samples | [94] | |
Others | |||||||
Surface plasmon resonance (SPR) | S. aureus, Klebsiella pneumoniae and Escherichia coli; DNA | MNAzyme | 1 × 102–1 × 106 CFU/mL | 67 CFU/mL of S. aureus, 57 CFU/mL of K. pneumonia and 61 CFU/mL of E. coli | 4 h | N/A | [97] |
Chemiluminescence (CL) | L. monocytogenes; hlyA gene | Cloth-based microfluidics; G-quadruplex DNAzyme | 2 × 10−3–2 × 106 pM | 1.1 fM | 80 min | Milk | [98] |
Electrochemiluminescence (ECL) | E. coli O157:H7; genomic DNA | Cloth-based microfluidics; Ru(bpy)32+ | 102–107 CFU/mL | 38 CFU/mL | ~100 min | Milk | [99] |
Note: N/A means not available.