Colony fingerprint for discrimination of microbial species based on lensless imaging of microcolonies.

作者: Yoshiaki Maeda , Hironori Dobashi , Yui Sugiyama , Tatsuya Saeki , Tae-kyu Lim

DOI: 10.1371/JOURNAL.PONE.0174723

关键词:

摘要: Detection and identification of microbial species are crucial in a wide range industries, including production beverages, foods, cosmetics, pharmaceuticals. Traditionally, colony formation its morphological analysis (e.g., size, shape, color) with naked eye have been employed for this purpose. However, such conventional method is time consuming, labor intensive, not very reproducible. To overcome these problems, we propose novel that detects microcolonies (diameter 10-500 μm) using lensless imaging system. When comparing images five microorganisms from different genera (Escherichia coli, Salmonella enterica, Pseudomonas aeruginosa, Staphylococcus aureus, Candida albicans), the showed obvious features. Being closely related species, St. aureus epidermidis resembled each other, but could extract substantial information (colony fingerprints) physiological features, linear discriminant fingerprints distinguished two 100% accuracy. Because system may offer many advantages as high-throughput testing, lower costs, more compact equipment, ease automation, it holds promise detection various academic industrial areas.

参考文章(33)
Miki Matsuo, Tomomi Hishinuma, Yuki Katayama, Keiichi Hiramatsu, A Mutation of RNA Polymerase β′ Subunit (RpoC) Converts Heterogeneously Vancomycin-Intermediate Staphylococcus aureus (hVISA) into “Slow VISA” Antimicrobial Agents and Chemotherapy. ,vol. 59, pp. 4215- 4225 ,(2015) , 10.1128/AAC.00135-15
J M Klingler, R P Stowe, D C Obenhuber, T O Groves, S K Mishra, D L Pierson, Evaluation of the Biolog automated microbial identification system. Applied and Environmental Microbiology. ,vol. 58, pp. 2089- 2092 ,(1992) , 10.1128/AEM.58.6.2089-2092.1992
Karleigh Huff, Amornrat Aroonnual, Amy E. Fleishman Littlejohn, Bartek Rajwa, Euiwon Bae, Padmapriya P. Banada, Valery Patsekin, E. Daniel Hirleman, J. Paul Robinson, Gary P. Richards, Arun K. Bhunia, Light-scattering sensor for real-time identification of Vibrio parahaemolyticus, Vibrio vulnificus and Vibrio cholerae colonies on solid agar plate. Microbial Biotechnology. ,vol. 5, pp. 607- 620 ,(2012) , 10.1111/J.1751-7915.2012.00349.X
Dries Vercruysse, Alexandra Dusa, Richard Stahl, Geert Vanmeerbeeck, Koen de Wijs, Chengxun Liu, Dimiter Prodanov, Peter Peumans, Liesbet Lagae, Three-part differential of unlabeled leukocytes with a compact lens-free imaging flow cytometer Lab on a Chip. ,vol. 15, pp. 1123- 1132 ,(2015) , 10.1039/C4LC01131G
Padmapriya P. Banada, Karleigh Huff, Euiwon Bae, Bartek Rajwa, Amornrat Aroonnual, Bulent Bayraktar, Abrar Adil, J. Paul Robinson, E. Daniel Hirleman, Arun K. Bhunia, Label-free detection of multiple bacterial pathogens using light-scattering sensor. Biosensors and Bioelectronics. ,vol. 24, pp. 1685- 1692 ,(2009) , 10.1016/J.BIOS.2008.08.053
Pin-Tzu Su, Chih-Tang Liao, Jiunn-Ren Roan, Shao-Hung Wang, Arthur Chiou, Wan-Jr Syu, Bacterial colony from two-dimensional division to three-dimensional development. PLOS ONE. ,vol. 7, ,(2012) , 10.1371/JOURNAL.PONE.0048098
Tatsuya Saeki, Masahito Hosokawa, Tae-kyu Lim, Manabu Harada, Tadashi Matsunaga, Tsuyoshi Tanaka, Digital cell counting device integrated with a single-cell array PLOS ONE. ,vol. 9, ,(2014) , 10.1371/JOURNAL.PONE.0089011
Mohendra Roy, Dongmin Seo, Chang-Hyun Oh, Myung-Hyun Nam, Young Jun Kim, Sungkyu Seo, Low-cost telemedicine device performing cell and particle size measurement based on lens-free shadow imaging technology Biosensors and Bioelectronics. ,vol. 67, pp. 715- 723 ,(2015) , 10.1016/J.BIOS.2014.10.040
Tsuyoshi Tanaka, Tatsuya Saeki, Yoshihiko Sunaga, Tadashi Matsunaga, High-content analysis of single cells directly assembled on CMOS sensor based on color imaging Biosensors and Bioelectronics. ,vol. 26, pp. 1460- 1465 ,(2010) , 10.1016/J.BIOS.2010.07.081