| Literature DB >> 16318712 |
Linan Song1, Soohyoun Ahn, David R Walt.
Abstract
We developed a fiber-optic, microsphere-based, high-density array composed of 18 species-specific probe microsensors to identify biological warfare agents. We simultaneously identified multiple biological warfare agents in environmental samples by looking at specific probe responses after hybridization and response patterns of the multiplexed array.Entities:
Mesh:
Substances:
Year: 2005 PMID: 16318712 PMCID: PMC3402143 DOI: 10.3201/eid1110.050269
Source DB: PubMed Journal: Emerg Infect Dis ISSN: 1080-6040 Impact factor: 6.883
Sequence information of probes and primer pairs* (Download PDF [47 KB, 1 page])
| Organism | Target gene | Accession no. | Probe sequences and primer sequences (5’-3’) | PCR product (bp) | Name |
|---|---|---|---|---|---|
| M24150 | P: 5´-CCGAGTCCTAGACAGGAAGCCTTAGCAAAAGCAATGGTTGATGCAGGGGC-3´ F: 5´-GGGGGGAAGAATACGATAAT-3´; R: 5´-GTTCTTGTCCATCCTTGGTC-3’ | 188 | BA1 | ||
| P: 5´-ACGCACTGGGGGGAAGAATACGATAATAAACCGAGTCCTAGACAGGAAGC-3´ F: 5´-TAGTAAATACGCACTGGGTT-3´; R: 5’-CATCCTTGGTCAAACACAAA-3´ | 194 | BA2 | |||
| M22589 | P: 5´-GGAAGAGTGAGGGTGGATACAGGCTCGAACTGGAGTGAAGTGTTACCGCA-3´ F: 5´-AAAATGGAAGAGTGAGGGTG-3´; R: 5´-CCGCCTTTCTACCAGATTTA-3´ | 120 | BA3 | ||
| P: 5´-TGTATCACCAGAGGCAAGACACCCCCTTGTGGCAGCTTATCCGATTGTAC-3´ F: 5´-TGTATCACCAGAGGCAAGAC-3´; R: 5´-TTCTGTGTGGATTGATCCTC-3´ | 106 | BA4 | |||
| AF359938 | P: 5´-GAAGCTAAGAAAGCGCAAGCTTCTGGTGCTAGATTCAAAGCACAAATGC-3´ F: 5´-GTAAAACAAGCAAACGCACA-3´; R: 5´-GATTGTGATTGTTTTGCAGC-3´ | 162 | BA5 | ||
| P: 5´-CAAGCAGTAAAACAAGCAAACGCACAATCAGAAGCTAAGAAAGCGCAAGC-3´ F: 5´-TTTGCGACTGAAACAAATGT-3´; R: 5´-ATGCACGTCTGTTTCAGTTG-3´ | 142 | BA6 | |||
| Sequence between BMEI1658 and BMEI1659† | AE009601 | P: 5´-AGGTGTCATTAGGCTTGCTTGTGGACGAGAGAACGGTGGACCAAGGGAGA-3´ F: 5´-TCCGAGGGTAAACACCTAAG-3´; R: 5´-ACTCACGGACAGCATTAGGT-3´ | 181 | BM1 | |
| P: 5´-CTCTCACGGTCCCCATAATGGAGAGTGATCCGAGGGTAAACACCTAAGGG-3´ F: 5´-TCTCTCACGGTCCCCATAAT-3´; R: 5´-AGCAAGCCTAATGACACCTT-3´ | 147 | BM2 | |||
| Random chromosomal DNA fragment‡ | NA | P: 5´- CATCTTCACGGAGGTGAACAAGCCTCCATGTTCGACGGTAACCCAGAAGC-3´ F: 5´-AGATCAGAAGGATGTACCGC-3´; R: 5´-ACTCTTGGACATTGGGGTAA-3´ | 173 | CB1 | |
| P: 5´-CCACCGGGAGTGCCGGAAGATCAGAAGGATGTACCGCTAGTAACTCATCT-3´ F: 5´-AATAATACGCCTATGACGCC-3´; R: 5´-TAAACCTTTTGCTGTCCACC-3´ | 163 | CB2 | |||
| Plasminogen activator | M27820 | P: 5´-GGACGTCTCTGGCTTCCGGGTCAGGTAATATGGATGACTACGACTGGATG-3´ F: 5´-CAAAAATGTCGCTATCCTGA-3´; R: 5´-GGTCATATTCATTGGCATGA-3´ | 201 | YP1 | |
| P: 5´-TCCATACTCATTTCTGACCCTGAATGCCAGGGGGTGGACGTCTCTGGCTT-3´ F: 5´-ACGCAGAAACAGGAAGAAAG-3´; R: 5´-CATCCAGTCGTAGTCATCCA-3´ | 168 | YP2 | |||
| AY225453 | P: 5´-TGGTCAGGGCATCAAATAATGGCTTCTCCTGTCGGTTTTTCGGGGCCAGA-3’ F: 5´-TATTATTGGTCAGGGCATCA-3´; R: 5´-GTTCTATACACGCCCTGACC-3´ | 144 | BTK1 | ||
| P: 5´-GGTAGTTTTCGAGGCTCGGCTCAGGGCATAGAAAGAAGTATTAGGAGTCC-3´ F: 5´-TGATGGTAGTTTTCGAGGCT-3´; R: 5´-CGACAGGAGAAGCCATTATT-3´ | 153 | BTK2 | |||
| Vaccinia virus | Thymidine kinase | U94848 | P: 5´-CGTATGGCAAACGAAGGAAAAATAGTTATAGTAGCCGCACTCGATGGGAC-3´ F: 5´-ATTCTGTGAGCGTATGGCAA-3´; R: 5´-TCTATCTCGGTTTCCTCACC-3´ | 199 | VA1 |
| P: 5´-GGCGGACATATTCAGTTGATAATCGGCCCCATGTTTTCAGGTAAAAGTAC-3´ F: 5´-GGCGGACATATTCAGTTGAT-3´; R: 5´-GCTTCCAATGCTTCAAAATT-3´ | 183 | VA2 | |||
| AF097542 | P: 5´-GGTTCAGCTACAGCATCTATCGCTGCAGGTTCAGATAATATCGATACATC-3´ F: 5´-TTAGGTTCAGCTACAGCATC-3´; R: 5´-TGTCCTTGTTAGTCAAAGCG-3´ | 155 | FT1 | ||
| P: 5´-CATCAGCAAACACTAATTCAGCTACTACACAAAGCAGTGGTTTTGCAGCT-3´ F: 5´-TCAGCTACAGCATCTATCGC-3´; R: 5’-TGTCCTTGTTAGTCAAAGCG-3’ | 149 | FT2 |
*P, probe; F, forward primer; R, reverse primer; NA, not applicable. All sequences were purchased from Integrated DNA Technologies, Inc. (Coralville, IA, USA). Probe sequences were modified with an amine group and C6 linker at the 5´ position, and these were used to immobilize the probe on microspheres. Synthetic complementary targets of probes and reverse primers were modified with Cy3 at 5´ position as a reporter for array hybridization. †Sequences are from the noncoding region between 2 open reading frames, BMEI1658 and BMEI1659. ‡Sequences were obtained by sequencing by the collaborator and are not available from GenBank.
Cross-reactions between 18 probes on the multiplexed array* (Download PDF [93 KB, 1 page])
| Targets (100 nmol/L) | Probes | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Vaccinia virus | ||||||||||||||||||
| SASP-B | Sequence between BMEI1658 and BMEI1659 | plasminogen activator | Thymidine kinase | Random chromosomal DNA fragment | ||||||||||||||
| BA1 | BA2 | BA3 | BA4 | BA5 | BA6 | BM1 | BM2 | BTK1 | BTK2 | YP1 | YP2 | VA1 | VA2 | FT1 | FT2 | CB1 | CB2 | |
| BA1 | 13.8 | 14.5 | 18.1 | 9.61 | 17.1 | 9.75 | 21.1 | 21.3 | 22.2 | 27.9 | 31.8 | 29.2 | 30.8 | 27.4 | 30.1 | 27.2 | ||
| BA2 | 15.1 | 18.1 | 9.57 | –0.28 | 11.9 | –1.54 | 25.8 | 15.6 | 19.8 | 13.4 | 15.2 | 32.5 | 10.5 | 5.2 | 21.6 | 23.1 | ||
| BA3 | 9.61 | 13.4 | 6.48 | 6.15 | 7.6 | 12.4 | 11.4 | –2.69 | 13.9 | 5.56 | 6.66 | 11.3 | 24.1 | 8.61 | –2.84 | 29.8 | 16.9 | |
| BA4 | 11.7 | 20.8 | 26.9 | 26.6 | 8.61 | 20.3 | 25.5 | 31.6 | 14.4 | 5.65 | 9.05 | 19.6 | 21.6 | 17.9 | 31.1 | 19.8 | 25.6 | |
| BA5 | 10.9 | 2.4 | 5.7 | 14.2 | 10.7 | 2.2 | 12.6 | 19.8 | 25.7 | 30.1 | –1.6 | 21.7 | 28.2 | 25.8 | 30.1 | 8.78 | ||
| BA6 | 17.7 | –3.45 | 11.3 | 15.5 | 17.5 | 31.6 | 29.9 | 11.4 | 33.6 | 32.2 | 24.8 | 27.6 | 30.9 | 11.9 | 13.7 | 31.4 | ||
| BM1 | 7.92 | 3.32 | 23.2 | –3.22 | 18.8 | 11.5 | –4.28 | 32.2 | –4.99 | 20.8 | 25.8 | 18.2 | 17.3 | 29.3 | 27.9 | 25.9 | 14.6 | |
| BM2 | 3.08 | 3.84 | 26.8 | 6.78 | 3.96 | 5.67 | 24.1 | 21.3 | 1.11 | 15.9 | 17.6 | 19.9 | 32.8 | 13.9 | 24.4 | 34.4 | 12.9 | |
| BTK1 | 14.1 | 6.1 | 30.4 | 6.35 | 15.6 | 9.77 | 17.1 | 6.05 | 32.4 | 19.2 | 19.7 | 12.5 | 16.6 | 26.3 | 8.95 | 23.1 | ||
| BTK2 | 27.7 | –0.91 | 3.39 | 6.8 | 8.39 | 4.56 | 10.3 | 9.59 | 22.1 | 8.16 | 9.8 | 18.9 | 28.2 | 19 | 7.84 | 19.4 | ||
| YP1 | 12.5 | –0.79 | 28 | 4.56 | 12.5 | 5.11 | 8.88 | 20.6 | 12.9 | 32.1 | 23.6 | 24.6 | 25.7 | 15.9 | 29.2 | |||
| YP2 | 23.4 | 32.1 | 23.6 | 14.2 | –1.58 | 29.3 | 15.4 | 19.1 | 28.1 | 23.8 | 14.5 | 11.3 | 9.7 | 7.05 | 23.9 | 14.6 | ||
| VA1 | 8.9 | 24.9 | 25.3 | 4.71 | 8.61 | 18.7 | 13.6 | 8.61 | 3.12 | 9.87 | 12.7 | 16.6 | 1.75 | 25.4 | 23.8 | 17.7 | 11.8 | |
| VA2 | 43.1 | 15.9 | 4.59 | 8.94 | 7.18 | 23.2 | 29.4 | 3.25 | 15.4 | 14.7 | 26.7 | 12 | 18.3 | 23.9 | –0.76 | 26.3 | 29.7 | |
| FT1 | 19.8 | 19.7 | 8.77 | 25.6 | 14.6 | 4.65 | 32.1 | 14.7 | 6.96 | 1.56 | 14.9 | 0.65 | 0.56 | 0.78 | 26.8 | 28.5 | 20.5 | |
| FT2 | 25.4 | 8.4 | 11.5 | 16.9 | 19.7 | 7.98 | 9.94 | 17.9 | 12.5 | 25.1 | 4.44 | 14.5 | 8.3 | 13.4 | 8.99 | 27.9 | ||
| CB1 | 23.1 | 5.68 | 16.9 | 20.1 | 27.2 | 15.3 | 14.1 | 9.11 | 7.46 | 16.1 | 4.6 | 19 | 28.3 | 4.93 | 24.8 | 18.5 | ||
| CB2 | 14.8 | 11.2 | 8.45 | 8.16 | 5.45 | 24.6 | 20.9 | 3.25 | 1.62 | 21.9 | 25.8 | 23.5 | 13.3 | 18.0 | 28.2 | 21.2 | ||
*The numbers are net fluorescence intensities (in arbitrary units) obtained by subtracting the average intensity value of the background from that of the hybridization signal. The specific response for each probe is indicated in . The cross responses between probes designed for the same biological warfare agent (BWA) are indicated in , and the cross-reactions between probes from different BWAs are marked with . The standard deviation (SD) of background is 15 (n = 3), and the detection limit of array hybridization for each microsphere probe is 45, defined as 3 × SD.
Number of microorganisms in autoclaved bacterial cultures used as templates in polymerase chain reaction; cultures were also used to spike wastewater and prepare mixed bacterial samples*
| Organism | DNA copies/mL |
|---|---|
| 2.4 × 108 | |
| 1.2 × 105 | |
| Vaccinia virus | 7.7 × 106 |
| 2.8 × 105 | |
| 3.1 × 107 | |
| 1.1 × 106 |
*Naval Medical Research Command (NMRC) did not provide an autoclaved bacterial culture of Brucella melitensis; therefore, no results were obtained for Brucella melitensis other than with synthetic target sequences. The numbers provided by NMRC in this table are based on real- time polymerase chain reaction quantification, where a standard curve was produced with cloned material and used to calculate the results of a gene copy/mL quantification of the autoclaved material.
Figure 1Array detection of single polymerase chain reaction (PCR) products from autoclaved bacterial cultures of the 6 microorganisms listed in Table A3 by using single bead–type arrays. PCR and array hybridization conditions are described in the Appendix. Single bead–type arrays were fabricated containing ≈100 replicates of each microsphere probe. The standard deviation (SD) of background images is 15 (N = 3), and the detection limit is 45, defined as 3 × SD.
Detection limits of real samples determined with polymerase chain reaction followed by array detection
| Organism | DNA copies/mL |
|---|---|
| 103 | |
| 102 | |
| Vaccinia virus | 102 |
| 102 | |
| 103 | |
| 103 |
Figure 2Gel analysis of multiplex polymerase chain reaction (PCR) with mixed autoclaved bacterial culture samples using primer pool I (A) and II (B). A) Lane 1, DNA ladder; lane 2, Bacillus anthracis (BA) + B. thuringiensis kurstaki (BTK), 1:1; lane 3, BA + BTK, 1:5; lane 4, BA + BTK, 1:9; lane5, Yersinia pestis (YP) + Francisella tularensis (FT), 1:1; lane6, YP + FT, 1:9; lane 7, negative control (no template); lane 8, BA-negative control (no template); lane 9, BA-positive control; lane 10, BTK-positive control; lane 11, FT-positive control; lane 12, YP-positive control. B) Lane 1, DNA ladder; lane 2, BA-positive control; lane 3, BTK-positive control; lane 4, BA + BTK, 1:1; lane 5, BA + BTK, 1:5; lane 6, BA + BTK, 1:9; lane 7, FT-positive control; lane 8, YP-positive control; lane 9, YP + FT, 1:1; lane 10, YP + FT, 1:9; lane 11, negative control (no template); lane 12, blank well. Primer pool I contained 7 primer pairs, BA2, BTK1, FT1, YP1, CB1, VA1, and BM1. Primer pool II contained BA4, BTK2, FT2, YP2, CB2, VA2, and BM2. Each primer pool has 1 primer pair for each biological warfare agent of interest. A positive control was run in single PCR with the corresponding primer pair. See Appendix for the conditions of multiplex PCR.
Figure A1Simultaneous array detection of biological warfare agents in mixed autoclaved bacterial culture samples amplified with primer pool I (A), primer pool II (B), and wastewater samples spiked with primer pool I (C). Mixed samples were prepared by mixing Bacillus anthracis with B. thuringiensis kurstaki at 1:1, 1:5 and 1:9 ratios and Yersinia pestis with Francisella tularensis at 1:1 and 1:9 ratios. Wastewater samples were prepared by spiking individual autoclaved bacterial cultures of B. anthracis, B. thuringiensis kurstaki, Y. pestis, F. tularensis, Clostridium botulinum, and vaccinia virus at 1:10 dilution. The standard deviation (SD) of background images is 15 (n = 3), and the detection limit is 45, defined as 3 × SD.