Bioinformatics-Driven Systematic Molecular Typing and Rapid qPCR Detection of Escherichia coli Phages: Preliminary Validation with Isolates from Cattle Farms in Xinjiang
Abstract
1. Introduction
2. Materials and Methods
2.1. Genomic Data Collection and Comprehensive Bioinformatic Analysis
2.2. Bioinformatic Strategies for Pan-Genome Reconstruction and Core Gene Identification
2.3. Primer Design Based on Conserved Core Gene Sequences
2.4. PCR Verification of Primer Specificity
2.5. Validation of Primer Sensitivity and Specificity via qPCR
3. Results
3.1. Phylogenetic Analysis of Escherichia coli Phages
3.2. Pan-Genome Analysis and Core Gene Prediction
3.3. Batch Primer Design Based on Conserved Core Gene Sequences
3.4. PCR Verification of Primer Specificity and Sensitivity
3.5. qPCR Verification of Primer Sensitivity
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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| Family | Subfamily | Genus | NCBI (incl.ictv) | Average Genome Length, Kbp | Virulent (ncbi.all) |
|---|---|---|---|---|---|
| Escherichia coli Phages | |||||
| Ackermannviridae | Cvivirinae | Kuttervirus | 2 (2) | 533 | 2 (2) |
| Taipeivirus | 1 (1) | 1 (1) | |||
| Autographiviridae * | Molineuxvirinae | Vectrevirus | 17 (7) | 947 | 17 (17) |
| Studiervirinae | Berlinvirus | 3 (3) | 421 | 3 (3) | |
| Kayfunavirus | 22 (5) | 22 (22) | |||
| Przondovirus | 1 (1) | 1 (1) | |||
| Teetrevirus | 3 (1) | 3 (3) | |||
| Teseptimavirus | 4 (2) | 4 (4) | |||
| Ermolevavirus | 1 (1) | 1 (1) | |||
| Chaseviridae | Cleopatravirinae | Carltongylesvirus | 2 (1) | 599 | 2 (2) |
| Demerecviridae * | Markadamsvirinae | Epseptimavirus | 3 (1) | 875 | 3 (3) |
| Tequintavirus | 18 (12) | 18 (18) | |||
| Drexlerviridae * | Braunvirinae | Loudonvirus | 1 (1) | 1 (1) | |
| Rtpvirus | 2 (2) | 2 (2) | |||
| Rogunavirinae | Rogunavirus | 12 (5) | 12 (12) | ||
| Tempevirinae | Hanrivervirus | 2 (1) | 2 (2) | ||
| Tlsvirus | 1 (1) | 1 (1) | |||
| Warwickvirus | 2 (0) | 2 (2) | |||
| Tunavirinae | Tunavirus | 6 (6) | 2015 | 6 (6) | |
| Nouzillyvirus | 1 (1) | 1 (1) | |||
| Inoviridae | Infulavirus | 2 (1) | 1054 | 2 (2) | |
| Microviridae | Bullavirinae | Alphatrevirus | 3 (3) | 456 | 3 (3) |
| Sinsheimervirus | 1 (1) | 1 (1) | |||
| Punavirus | 3 (1) | 0 (3) | |||
| Peduoviridae | Eganvirus | 1 (1) | 0 (1) | ||
| Peduovirus | 1 (1) | 0 (1) | |||
| Piscesmortuivirus | 1 (1) | 1 (1) | |||
| Schitoviridae * | Enquatrovirinae | Enquatrovirus | 1 (1) | 1 (1) | |
| Gamaleyavirus | 5 (4) | 5 (5) | |||
| Straboviridae * | Tevenvirinae | Dhakavirus | 8 (5) | 8 (8) | |
| Gaprivervirus | 5 (4) | 924 | 5 (5) | ||
| Mosigvirus | 29 (7) | 29 (29) | |||
| Tequatrovirus | 29 (25) | 29 (29) | |||
| Winklervirus | 1 (0) | 1 (1) | |||
| Krischvirus | 10 (4) | 10 (10) | |||
| Gordonclarkvirinae * | Kuravirus | 8 (4) | 2244 | 8 (8) | |
| Suseptimavirus | 3 (2) | 3 (3) | |||
| Guarnerosvirinae * | Mechnikovvirus | 1 (1) | 413 | 1 (1) | |
| Jerseyvirus | 1 (0) | 1 (1) | |||
| Kagunavirus | 23 (8) | 23 (23) | |||
| Hendrixvirinae | Byrnievirus | 1 (1) | 476 | 0 (1) | |
| Cuauhtlivirus | 1 (1) | 0 (1) | |||
| Kwaitsingvirus | 2 (2) | 0 (2) | |||
| Saikungvirus | 1 (1) | 0 (1) | |||
| Shamshuipovirus | 2 (2) | 0 (2) | |||
| Wanchaivirus | 1 (1) | 0 (1) | |||
| Wongtaivirus | 1 (1) | 0 (1) | |||
| Ounavirinae * | Felixounavirus | 13 (7) | 464 | 13 (13) | |
| Sepvirinae | Oslovirus | 5 (2) | 2101 | 0 (5) | |
| Traversvirus | 24 (5) | 0 (24) | |||
| Stephanstirmvirinae * | Justusliebigvirus | 1 (1) | 519 | 0 (1) | |
| Phapecoctavirus | 6 (1) | 6 (6) | |||
| Vequintavirinae * | Avunavirus | 1 (1) | 1 (1) | ||
| Seunavirus | 9 (0) | 8 (9) | |||
| Vequintavirus | 6 (3) | 6 (6) | |||
| Dhillonvirus * | 15 (8) | 1045 | 15 (15) | ||
| Glaedevirus | 1 (0) | 0 (1) | |||
| Lambdavirus | 2 (2) | 0 (2) | |||
| Lederbergvirus | 6 (0) | 0 (6) | |||
| Marienburgvirus | 1 (1) | 0 (1) | |||
| Muvirus | 2 (1) | 0 (2) | |||
| Asteriusvirus * | 7 (2) | 7 (7) | |||
| Ravinvirus | 1 (1) | 0 (1) | |||
| Rosemountvirus | 4 (0) | 4 (4) | |||
| Skarprettervirus | 1 (1) | 1 (1) | |||
| Uetakevirus | 1 (1) | 0 (1) | |||
| Wifcevirus | 2 (2) | 2 (2) | |||
| Unassigned | Unassigned | Unassigned | 62 | ||
| Family/Subfamily/Genus | Core Gene | Pan-Genome | Similarity |
|---|---|---|---|
| Ackermannviridae | Putative tail tube protein | Roary | 0.95 |
| Chaseviridae | dUTPase | Roary | 0.95 |
| Demerecviridae * | polA | Roary | 0.95 |
| Inoviridae | Hypothetical protein | Pirate | 0.60 |
| Straboviridae * | grcA | Pirate | 0.60 |
| Molineuxvirinae * | DNA ligase | Roary | 0.95 |
| Studiervirinae * | Hypothetical protein | Pirate | 0.60 |
| Tunavirinae * | Putative DNA repair helicase RadD | Roary | 0.95 |
| Bullavirinae | Hypothetical protein | Pirate | 0.70 |
| Gordonclarkvirinae * | Portal protein | Pirate | 0.90 |
| Guarnerosvirinae * | Hypothetical protein | Roary | 0.95 |
| Hendrixvirinae | Hypothetical protein | Roary | 0.95 |
| Ounavirinae * | Lysozyme RrrD | Roary | 0.95 |
| Sepvirinae | Hypothetical protein | Roary | 0.95 |
| Stephanstirmvirina * | Metallophosphatase | Roary | 0.95 |
| Dhillonvirus * | Hypothetical protein | Roary | 0.95 |
| Family/Subfamily | Primer-F/Primer-R | Product Size (bp) |
|---|---|---|
| Studiervirinaeg * | F: TTTGACGGAGTGGAGTCCATTGA | 73 |
| R: CTTTGTTTAGGTCCTTCTC | ||
| Straboviridae * | F: GAAGATGGTATTCAAGCACGAA | 312 |
| R: TTACAAACTCTCGGTGAAGG | ||
| Gordonclarkvirinae * | F: TTGGACGAGTTACGTGTTGACC | 435 |
| R: CGGTGGTACACCTTCAGCTTCT | ||
| Tunavirinae * | F: GCTATGGTTGCAAAGCAG | 165 |
| R: CACGATCGGGAAGTAGCA | ||
| Molineuxvirinae * | F: ATGCGACCAAACTTCGACTTCGG | 854 |
| R: CCGAACTTAGCCTTGTAAGCACC | ||
| Chaseviridae | F: ATGTCTTGCATGACCCAAGTTG | 448 |
| R: CACGACCAGTTGAGCCAAAG | ||
| Demerecviridae * | F: ATGAGTAAATCCTGGGGAAAATT | 845 |
| R: GTAAACTTATCTAACACATCTTG | ||
| Inoviridae | F: AAAGACGCTCGTTAGCGTTGGT | 315 |
| R: CCCAATTTACGAGCATGAAGAAA | ||
| Bullavirinae | F: TGGATGTTACTGAGGAAGAT | 259 |
| R: CGCTCGACGCCATTGATAATGT | ||
| Guarnerosvirinae * | F: ATGGGCTACTTTGAGGACTTAAC | 354 |
| R: TTCTACAATCAGCGGCCCCAGG | ||
| Hendrixvirinae | F: ATGGTGGAAATCAATAATCAACGT | 409 |
| R: GCTCGAACTGACCATAACCAG | ||
| Ounavirinae * | F: ATGCAACTCTCAAGAAAAGG | 254 |
| R: AGTGCATCAAACTCGTTCTGAG | ||
| Sepvirinae | F: TGATTGAACTCAGTAATGGACG | 665 |
| R: CAGTCTTCCCACCTGCTGGCAGG | ||
| Stephanstirmvirinae * | F: GTTTATTACAAGTGATTTGC | 181 |
| R: TTCTTCAGTCCCGAAACAGAAGT | ||
| Dhillonvirus * | F: CATGATTGTTGAACAGCACCGGAC | 104 |
| R: TGGCGCTATAGGTGATGACGTT |
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Dang, X.; Cao, X.; Li, L.; Yang, L.; Zhao, L.; Sheng, J.; Zheng, X.; Zhai, C.; Song, J.; Wu, W.; et al. Bioinformatics-Driven Systematic Molecular Typing and Rapid qPCR Detection of Escherichia coli Phages: Preliminary Validation with Isolates from Cattle Farms in Xinjiang. Pathogens 2026, 15, 121. https://doi.org/10.3390/pathogens15010121
Dang X, Cao X, Li L, Yang L, Zhao L, Sheng J, Zheng X, Zhai C, Song J, Wu W, et al. Bioinformatics-Driven Systematic Molecular Typing and Rapid qPCR Detection of Escherichia coli Phages: Preliminary Validation with Isolates from Cattle Farms in Xinjiang. Pathogens. 2026; 15(1):121. https://doi.org/10.3390/pathogens15010121
Chicago/Turabian StyleDang, Xinyu, Xiaoguang Cao, Li Li, Lin Yang, Lei Zhao, Jinliang Sheng, Xin Zheng, Chunyan Zhai, Jia Song, Wenhui Wu, and et al. 2026. "Bioinformatics-Driven Systematic Molecular Typing and Rapid qPCR Detection of Escherichia coli Phages: Preliminary Validation with Isolates from Cattle Farms in Xinjiang" Pathogens 15, no. 1: 121. https://doi.org/10.3390/pathogens15010121
APA StyleDang, X., Cao, X., Li, L., Yang, L., Zhao, L., Sheng, J., Zheng, X., Zhai, C., Song, J., Wu, W., Wang, Y., & Zhang, S. (2026). Bioinformatics-Driven Systematic Molecular Typing and Rapid qPCR Detection of Escherichia coli Phages: Preliminary Validation with Isolates from Cattle Farms in Xinjiang. Pathogens, 15(1), 121. https://doi.org/10.3390/pathogens15010121

