Abstract:Fluorescence in situ hybridization (FISH) combined with spectral analysis was performed to image specific bacteria from seawater using probes targeting the V6 hypervariable region of small subunit ribosomal RNA (SSU rRNA), corresponding to positions 984 to 1047 of E. coli 16S rRNA gene. For each target, we designed two probes, each with a distinct fluorescent reporter and a unique hybridization site. Spectral imaging analysis of bacteria incubated with a pair of specific probes and a general bacterial probe en… Show more
“…Understanding the micrometre‐scale distribution of specific groups of microbes and potential associations and interactions has so far not been possible. Whole cell fluorescence in situ hybridization (FISH) methods hold promise to combine taxonomic and spatial resolution (Amann & Fuchs, ; Hasegawa et al, ), but the extremely heterogeneous communities typically observed in the Plastisphere compared to the surrounding seawater present a challenge in applying these methods to microbial biofilms on PMD (Zettler et al, ).…”
Plastic marine debris (PMD) affects spatial scales of life from microbes to whales.However, understanding interactions between plastic and microbes in the "Plastisphere"-the thin layer of life on the surface of PMD-has been technologylimited. Research into microbe-microbe and microbe-substrate interactions requires knowledge of community phylogenetic composition but also tools to visualize spatial distributions of intact microbial biofilm communities. We developed a CLASI-FISH (combinatorial labelling and spectral imaging -fluorescence in situ hybridization) method using confocal microscopy to study Plastisphere communities. We created a probe set consisting of three existing phylogenetic probes (targeting all Bacteria, Alpha-, and Gammaproteobacteria) and four newly designed probes (targeting Bacteroidetes, Vibrionaceae, Rhodobacteraceae and Alteromonadaceae) labelled with a total of seven fluorophores and validated this probe set using pure cultures. Our nested probe set strategy increases confidence in taxonomic identification because targets are confirmed with two or more probes, reducing false positives. We simultaneously identified and visualized these taxa and their spatial distribution within the microbial biofilms on polyethylene samples in colonization time series experiments in coastal environments from three different biogeographical regions. Comparing the relative abundance of 16S rRNA gene amplicon sequencing data with cell-count abundance data retrieved from the microscope images of the same samples showed a good agreement in bacterial composition. Microbial communities were heterogeneous, with direct spatial relationships between bacteria, cyanobacteria and eukaryotes such as diatoms but also micro-metazoa. Our research provides a valuable resource to investigate biofilm development, succession and associations between specific microscopic taxa at micrometre scales. K E Y W O R D S biofilm, CLASI-FISH, confocal microscopy, marine plastic, succession | 621 SCHLUNDT eT aL. and Louis Kerr for help with microscopy and image analysis. AUTH O R CO NTR I B UTI O N S CS and LAA-Z conceived the project. CS, JLMW, LAA-Z, and ERZ designed the research. CS, AMK and ERZ performed research. LAA-Z and JLMW contributed reagents and analytical tools. CS, JLMW, AMK, ERZ and LAA-Z analyzed data. CS, JLMW, ERZ and LAA-Z wrote the paper. All authors read and approved the final draft of the manuscript. O RCI D
“…Understanding the micrometre‐scale distribution of specific groups of microbes and potential associations and interactions has so far not been possible. Whole cell fluorescence in situ hybridization (FISH) methods hold promise to combine taxonomic and spatial resolution (Amann & Fuchs, ; Hasegawa et al, ), but the extremely heterogeneous communities typically observed in the Plastisphere compared to the surrounding seawater present a challenge in applying these methods to microbial biofilms on PMD (Zettler et al, ).…”
Plastic marine debris (PMD) affects spatial scales of life from microbes to whales.However, understanding interactions between plastic and microbes in the "Plastisphere"-the thin layer of life on the surface of PMD-has been technologylimited. Research into microbe-microbe and microbe-substrate interactions requires knowledge of community phylogenetic composition but also tools to visualize spatial distributions of intact microbial biofilm communities. We developed a CLASI-FISH (combinatorial labelling and spectral imaging -fluorescence in situ hybridization) method using confocal microscopy to study Plastisphere communities. We created a probe set consisting of three existing phylogenetic probes (targeting all Bacteria, Alpha-, and Gammaproteobacteria) and four newly designed probes (targeting Bacteroidetes, Vibrionaceae, Rhodobacteraceae and Alteromonadaceae) labelled with a total of seven fluorophores and validated this probe set using pure cultures. Our nested probe set strategy increases confidence in taxonomic identification because targets are confirmed with two or more probes, reducing false positives. We simultaneously identified and visualized these taxa and their spatial distribution within the microbial biofilms on polyethylene samples in colonization time series experiments in coastal environments from three different biogeographical regions. Comparing the relative abundance of 16S rRNA gene amplicon sequencing data with cell-count abundance data retrieved from the microscope images of the same samples showed a good agreement in bacterial composition. Microbial communities were heterogeneous, with direct spatial relationships between bacteria, cyanobacteria and eukaryotes such as diatoms but also micro-metazoa. Our research provides a valuable resource to investigate biofilm development, succession and associations between specific microscopic taxa at micrometre scales. K E Y W O R D S biofilm, CLASI-FISH, confocal microscopy, marine plastic, succession | 621 SCHLUNDT eT aL. and Louis Kerr for help with microscopy and image analysis. AUTH O R CO NTR I B UTI O N S CS and LAA-Z conceived the project. CS, JLMW, LAA-Z, and ERZ designed the research. CS, AMK and ERZ performed research. LAA-Z and JLMW contributed reagents and analytical tools. CS, JLMW, AMK, ERZ and LAA-Z analyzed data. CS, JLMW, ERZ and LAA-Z wrote the paper. All authors read and approved the final draft of the manuscript. O RCI D
“…While FISH probes have previously been designed from the V6 region of 16S rRNA gene from pyrosequences, 14 the motivation for the design of R-Probes is to mitigate bias that may be introduced during PCR amplification of the hypervariable region through the extraction of taxonomically informative tag sequences directly from shotgun sequencing data. 16 Furthermore, the FISH probes designed by Hasegawa et al 14 target only the abundant organisms. R-Probes can be complemented with the high-sequencing depth obtained with metagenomics/metatranscriptomics to target taxonomic novel entities present at low abundance.…”
Section: Discussionmentioning
confidence: 99%
“…However, this approach requires the target OTU to have an established taxonomy for probes to be design against the same target organism. Alternatively, FISH probes from other hypervariable regions can be designed using the approach of Hasegawa et al, 14 where full-length 16S rRNA references sequences containing the V6 sequence is downloaded from a curated database for probe design with comparative sequence analysis. However, there is a risk that the target OTU in the sample might have a different full-length 16S rRNA sequence from the curated database.…”
Section: Discussionmentioning
confidence: 99%
“…Given the large-scale deployment of high-throughput shotgun sequencing for microbial community profiling, the resulting short length reads derived from hypervariable regions of the SSU gene present an opportunity for the design of FISH probes, as demonstrated by Hasegawa et al 14 using 16S rRNA gene amplicon sequences. In this study, FISH probes are designed directly from short sequence reads obtained from shotgun sequencing dataset (metagenomics or metatranscriptomics) without the potential complications introduced by amplicon sequencing.…”
Methods for the study of member species in complex microbial communities remain a high priority, particularly for rare and/or novel member species that might play an important ecological role. Specifically, methods that link genomic information of member species with its spatial structure are lacking. This study adopts an integrative workflow that permits the characterisation of previously unclassified bacterial taxa from microbiomes through: (1) imaging of the spatial structure; (2) taxonomic classification and (3) genome recovery. Our study attempts to bridge the gaps between metagenomics/metatranscriptomics and high-resolution biomass imaging methods by developing new fluorescence in situ hybridisation (FISH) probes—termed as R-Probes—from shotgun reads that harbour hypervariable regions of the 16S rRNA gene. The sample-centric design of R-Probes means that probes can directly hybridise to OTUs as detected in shotgun sequencing surveys. The primer-free probe design captures larger microbial diversity as compared to canonical probes. R-Probes were designed from deep-sequenced RNA-Seq datasets for both FISH imaging and FISH–Fluorescence activated cell sorting (FISH–FACS). FISH–FACS was used for target enrichment of previously unclassified bacterial taxa prior to downstream multiple displacement amplification (MDA), genomic sequencing and genome recovery. After validation of the workflow on an axenic isolate of
Thauera
species, the techniques were applied to investigate two previously uncharacterised taxa from a tropical full-scale activated sludge community. In some instances, probe design on the hypervariable region allowed differentiation to the species level. Collectively, the workflow can be readily applied to microbiomes for which shotgun nucleic acid survey data is available.
“…Microscopy, together with molecular methods, can be used to find novel microbes in complex samples. For instance, 16S rRNA sequences from amplicon sequencing or metagenomics data can be used to design fluorescent probes to visualize the morphology of previously unclassified microbes, for which single-strain cultures cannot be established (Figure 1-1c) 43,44 . Fluorescence microscopy can be further combined with other methods, such as Raman spectroscopy to observe metabolic reactions in uncultured microbes, allowing for experimental confirmation of functional activity, inferred from genomic data 45 .…”
Section: Diving Into the Microbial Dark Mattermentioning
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