Abstract
Traditional cultivation methods with defined growth media can only isolate and cultivate a small number of microbes. However, much higher microbial diversity has been detected by cultivation-independent tools from a range of natural ecosystems. These represent a large unexplored pool of potentially novel taxa. In this study, a diffusion-based integrative cultivation approach (DICA) was developed to efficiently isolate novel taxonomic candidates from marine sediment. DICA combined a newly designed diffusion-based apparatus called a “microbial aquarium” with modified low-nutrient media. To determine the efficiency of DICA, cultivation results were compared with traditional cultivation approach (TCA). Both cultivation approaches resulted in the isolation of numerous representatives from the phyla Pseudomonadota, Actinomycetota, Bacteroidota, and Bacillota. However, the newly developed DICA also led to the successful cultivation of species from rarely cultivated phyla such as Verrucomicrobiota and Balneolota. Based on 16S rRNA analyses, the application of DICA resulted in the successful cultivation of 115 previously uncultured taxa out of a total of 196 isolates. Among these, 39 were identified at the genus level and 4 at the family level, showcasing a novelty ratio of 58%. Conversely, the TCA cultivated 12% (20/165) of novel isolates, with all at species level only. The isolated microbial diversity showed that species recovered by DICA belong to 12 different classes, twice the number produced by TCA. Overall, these results demonstrate that the newly designed DICA produces a high recovery of diverse and previously uncultured bacteria.
Similar content being viewed by others
Avoid common mistakes on your manuscript.
Introduction
Marine ecosystems are rich reservoirs of diverse microbial communities with an estimated abundance of 103–1010 microbial cells/cm3 in sediment and 104–107 cells/mL in seawater. Together they comprise a major proportion of the global microbial biomass (Wang et al. 2021). In deep-sea sediments, microorganisms, including aerobic bacteria, play important roles in nutrient cycling, macromolecules degradation, and other ecological processes (Orcutt et al. 2013; Zhao et al. 2020). However, most (> 99%) of them have never been cultured and characterized under laboratory conditions (Hofer 2018). Although culture-independent studies have revealed the immense diversity and metabolic potentials of marine microbial populations, obtaining pure cultured strains remains important for a practical understanding of their morphology, physiology, and ecological functions in complex environmental processes (Lewis et al. 2021). Currently, only a small fraction of marine bacteria are available as cultures (Baker et al. 2021). There are multiple reasons to explain our inability to isolate and grow marine bacteria under laboratory conditions (Overmann et al. 2017; Stewart 2012), but the failure to maintain a natural habitat and insufficient knowledge of nutrient media that best mimic the natural growth conditions of native microorganisms are among the major concerns.
A lack of success in maintaining a natural growth environment, including access to appropriate nutrients, has caused microbe–microbe interactions that occur via signaling molecules such as peptides, siderophores, and quinones, to be disabled (D'Onofrio et al. 2010; Jung et al. 2021b). To overcome this obstacle, several in situ cultivation methods, which have tried to better reflect the natural growth conditions, have been developed and applied to a range of habitats, including sediment (Kaeberlein et al. 2002), soil (Chaudhary et al. 2019) and sponges (Jung et al. 2021c). These methods include the encapsulation of inoculum in a semi-permeable double-layer diffusion chamber (Kaeberlein et al. 2002), the use of ichip, a high-throughput cultivation device composed of several hundred mini-diffusion chambers (Nichols et al. 2010), and a diffusion bioreactor (Chaudhary et al. 2019). Each of these techniques has been useful for the cultivation of previously uncultured bacteria. Secondly, the choice of growth medium for the enrichment and isolation of microbial species is also of prime importance. Peptone, yeast extract, and simple organic substrates such as glucose, starch, pyruvate, and casamino acids are used routinely, either as an individual source or as a mixture with the underlying assumption that most microbes can likely utilize these components (Cui et al. 2016). However, these nutrient-rich media and the addition of simple organic compounds into the enrichment medium commonly yield lower biodiversity with only a few dominant fast-growing strains dominating. In low-nutrient media with more complex organic sources lead to significantly higher biodiversity (Wu et al. 2020). In deep-sea sediments, dissolved organic matter is mainly composed of recalcitrant carbon compounds and hence contributes to the available carbon source for the growth of a diverse range of microorganisms in their natural habitat (Chen et al. 2023; Wu et al. 2018). For example, previous studies have shown that media containing recalcitrant organic substrates (lignin) improved the enrichment of uncultured sedimentary Bathyarchaeota-8 subgroup clade (Yu et al. 2018, 2023).
In recent years, several well-designed cultivation techniques have been developed to culture uncultured bacterial strains. These techniques include extending the enrichment/incubation period to support slow-growing and low-abundance microbes (Hu et al. 2021; Liang et al. 2022; Lv et al. 2022; Pulschen et al. 2017). Moreover, addition of signaling molecules in growth media and co-culturing with helper organisms have been employed to indicate the presence of an appropriate growth environment (Knobloch et al. 2019; Rygaard et al. 2017). Dilution and physical separation of cells have been utilized to decrease competition (Stingl et al. 2007). Furthermore, alternative gelling agents and modifications to the preparation of agar media have been implemented to minimize oxidative stress (Kato et al. 2018). All of the above-mentioned techniques have allowed the isolation of many previously uncultured microbes. However, these methods are not sufficient to mitigate the known difficulties in isolating the majority of microbes, particularly from hard-to-culture groups i.e., Acidobacteria and Verrucomicrobiota. These groups have been widely reported from a range of ecosystems, often in high abundance, but very few of them have been cultured (Solden et al. 2016). Hence, there is still a huge gap for improvement and an urgent need to develop more efficient, easily reproducible, and practical approaches that can best mimic natural growth conditions. In this study, a diffusion-based integrative cultivation approach for uncultured marine sediment bacteria was developed that allows for the growth of marine bacteria in their natural habitat. The newly developed approach incorporates a diffusion-based device called “microbial aquarium”, coupled with modified enrichment media to mimic the natural setting of marine bacteria. The findings of this study contribute to the development of cultivation techniques used for previously uncultivable marine bacteria, enabling their recovery from marine sediment and cultivation in the laboratory setting.
Materials and methods
Sample collection
Sediment samples were collected from the South China Sea (S1) and Mariana Trench (S2) during the cruises SONNE-269 in 2019 and TS21-2 in 2021, respectively. The sediment samples (S1 and S2) were collected using a multi-corer at a water depth of 1896.9 m and 9010.3 m (18.81°N, 115.83°E and 142.34°E, 11.11°N). Once retrieved on board, samples were immediately placed into sterile Nasco sampling bags under aerobic conditions and stored at 4 ℃ until experimentation.
Nutrient media
For the cultivation of marine bacteria, the following three types of modified nutrient media i. 0.5% alkali-lignin (Lig-medium), ii. 0.5% starch (St-medium), and iii. artificial seawater (ASW-medium) were formulated. The prior two media were mixed with artificial seawater (g/L): 26.0 g NaCl, 5.0 g MgCl2 · 6H2O, 1.4 g CaCl2 · 2H2O, 4.0 g Na2SO4, 0.3 g NH4Cl, 0.1 g KH2PO4, 0.5 g KCl, 1.0 mL trace element mixture, 30.0 mL1 mol/L NaHCO3 solution, 1.0 mLvitamin mixture, 1.0 mL thiamine solution, and 1.0 mL vitamin B12 solution. These three modified media were used for the initial enrichment of the sediment samples, while 50% diluted marine 2216E and R2A agar media were used for later sub-cultivation on 1.5% agar plates. The composition of each medium is described in Table S5.
Design of the microbial aquarium and experimental setup for diffusion-based integrative culturing
In this study, the “microbial aquarium” apparatus used is based on diffusion phenomena and consists of a rectangular glass box as an outer chamber (30 L, 50 cm × 30 cm × 20 cm, width × height × depth) with three inner, semi-permeable cylindrical glass chambers (each chamber is a 2 L glass container, 10 cm × 24 cm × 8 cm, width × height × depth) (Fig. 1A). A total of 15 holes (6 mm in diameter) were drilled over the surface of each inner chamber. These holes were then covered with a 0.22 µm pore size polycarbonate membrane filter paper (PR04769, Merck Millipore, Ireland), firmly attached using glue (08d-2, Contact CR glue, China great wall industry, Shanghai, China) (Fig. 1B). The inner chambers were placed inside the outer container and the gap between inner and outer chambers walls was filled with a 0.5% (w/v) sediment slurry from same samples (Fig. S1). Before the addition of sample and nutrient media, the newly designed apparatus was sterilized with 75% (v/v) ethanol, rinsed with particle-free molecular grade water followed by drying under UV-light (TUV 8W/G8 T5, Philips, Wrocław, Poland) in a laminar flood hood for 12 h. After sterilization, 0.25 g of sediment, along with 500 mL of Lig-, St-, and ASW media, were added to the three inner chambers; the outer chamber was filled with 75 g of sediment mixed with 15 L of ASW. The openings of the inner chambers were tightly covered with glass lids while the outer chamber was closed with a glass cover sheet (Fig. S1). This whole apparatus was kept at 25 °C for 4 weeks. To effectively stir and homogenize the sample, an electric rotator was used in the outer container (Fig. 1A), while a sterile 25 mL pipette was used manually in the inner chambers at 72 h intervals. To prevent airborne microbial contamination, the apparatus was taken, opened, and stirred in a UV-sterilized laminar flow hood. After 4 weeks of enrichment, a 1 mL sample was taken from each inner chamber and was serially diluted, as mentioned below for the traditional cultivation approach. 70 µL of aliquot from 10–4, 10–5, 10–6, and 10–7 dilutions were taken in duplicate and inoculated onto freshly prepared, 50% diluted marine 2216E and R2A agar plates. These inoculated plates were then incubated at 25 °C for several weeks (until new colonies appeared) aerobically. For comparison of DICA and TCA, the above-mentioned sub-cultivation steps were equally followed for both methods.
Traditional cultivation approach
For comparative analysis, deep-sea sediment bacteria were also cultured using a TCA (Fig. 2). A 0.25 g sediment sample was added to a conical flask containing 500 mL of medium, (0.5% Lig-, St- and ASW-media, respectively). All of the conical flasks were kept in a 25 °C incubator for 4 weeks. The sample in each flask was mixed manually at 72 h intervals, following a similar pattern to that for the inner chambers. After 4 weeks of enrichment, 1 mL of the sample was separated from each flask and was serially diluted from 10–1 to 10–7 with sterile ASW. A 70 µL of aliquot from each of the 10–4, 10–5, 10–6, and 10–7 dilutions was taken in duplicate and spread on agar plates. These plates were then incubated aerobically at 25 °C for several weeks. Colonies that appeared on the agar plates during the incubation period were picked and purified on 50% diluted marine R2A agar plates, not including obvious duplicates. Colonies that had the same color, shape, size, and growth time as another in the similar type of medium were considered duplicates, and removed to avoid unnecessary repetition. To ensure accurate observations, a magnifier was used to assess the color, shape, and size of the colonies. After successful purification of the colonies, PCR, 16S rRNA gene sequencing, and analysis were performed (Fig. 2).
Identification of isolates based on 16S rRNA gene sequencing
Taxonomic identification was performed by sequencing full-length 16S rRNA gene sequences. The colony material was used directly as a template for PCR. The 16S rRNA gene was amplified using the universal primers 27F (5`-AGAGTTTGATCCTGGCTCAG-3`) and 1492R (5`-GGTTACCTTGTTACGACTT-3`) with the following cycling conditions: initial denaturation at 95 °C for 5 min, followed by 30 cycles of 95 °C for 30 s, 57 °C for 1 min, and 72 °C for 1 min 30 s, with a final step at 72 °C for 10 min (Woodman et al. 2008; Heuer et al. 1997). The PCR products were sequenced commercially by fluorescent dye terminator sanger sequencing (Shanghai Sunny Biotech Co., Ltd, Shanghai, China). To compare the closest phylogenetic relatives of isolates, all of the sequences were compared using NCBI-BLAST (Altschul et al. 1990) and EzBioCloud server (Yoon et al. 2017). The 16S rRNA sequences were retrieved from the NCBI nr database and aligned using the stand-alone version of the MAFFT alignment tool with the parameters “–localpair,–maxiterate 1000” (Katoh and Standley 2013). The resulting alignment was then filtered by TrimAL (Capella-Gutiérrez et al. 2009) with the “automated1” option. The phylogenetic analysis was performed via IQ-tree under the GTR + F + R7 model and 1000 ultrafast bootstraps (Nguyen et al. 2015).
DNA extraction and amplicon sequencing targeting the 16S rRNA gene
To compare the recovered bacterial diversity with the microbial molecular signatures in the studied samples, amplicon sequencing on 16S rRNA genes was performed. Genomic DNA was extracted from (0.5 g) sediment samples using a DNeasy Power Soil kit (Qiagen, Hilden, Germany), according to the manufacturer’s protocols. The DNA was extracted in triplicate. The purity and concentration of the DNA samples were determined using a NanoDrop One (Thermo Fisher Scientific, MA, USA). The extracted sediment DNA was used to amplify the 16S rRNA gene using the amplicon forward primer 515F (5′-GTGCCAGCMGCCGCGGTAA-3′) and reverse primer 806R (5′-GGACTACHVGGGTWTCTAAT-3′) (Zeng and An 2021), with PCR reactions, containing 25 μL 2 × Premix Taq (Takara Biotechnology, Dalian Co. Ltd., China), 1 μL of each primer(10 μmol/L) and 3 μL of DNA (20 ng/µL) to a volume of 50 µL, these were amplified by thermocycling: 5 min at 94 °C for initialization; 30 cycles of 30 s denaturation at 94 °C, 30 s annealing at 52 °C, and 30 s extension at 72 °C; followed by 10 min final elongation at 72 °C. The length and concentration of the PCR products were detected by 1% agarose gel electrophoresis and purified with E.Z.N.A. Gel Extraction. Sequencing libraries were generated using NEBNext® Ultra™ II DNA Library Prep Kit for Illumina (New England Biolabs, MA, USA) following the manufacturer's recommendations, and index codes were added. At last, the library was sequenced on an Illumina Hiseq platform and 250 bp paired-end reads were generated (Guangdong Magigene Biotechnology Co., Ltd. Guangzhou, China). Sequence data were analyzed with QIIME 2 (v.2020.11) (Estaki et al. 2020).
Results
Cultivations setup
In this study, the diffusion-based integrative cultivation approach was established compared with conventional methods of isolation of aerobic bacteria, as described in the Materials and Methods. The schematic diagram (Fig. 1A), working principle (Fig. 1B), and structure (Supplementary Fig. S1) of the diffusion-based cultivation device called “microbial aquarium” are shown in Fig. 1. This apparatus is based on the concept of in situ cultivation with the ability to enable the exchange of small molecules between two chambers, particularly from regions of high concentration to regions of low concentration. Here, a concentration gradient was induced by adding a large volume (15 L) of 0.5% sediment slurry to the outer container, which would have more likely had a high concentration of unknown essential nutrients/signaling molecules compared to each of the inner chambers, which contained (0.5 L) of 0.05% sediment slurry. The concentration gradient of the resulting sediment slurry of 1:10 between the inner and outer chambers facilitated the diffusion of these molecules from a region of high concentration (outer container) to a region of low concentration (inner chambers). This minimizes the chemical differences on either side of the inner chambers and mimics the natural sediment environment. The application of DICA enabled the availability of substrate complexes to the bacteria residing in the inner chambers, which may stimulate and improve the growth of a diverse range of bacterial species. The substrate complexes included the initially added organic/low-nutrient media to the inner chambers and the naturally produced essential growth factors that diffused through the membrane. The workflow of the experimental steps followed in the cultivation experiments is highlighted in Fig. 2.
Taxonomic analysis of bacterial diversity in deep-sea sediment samples
Culture-independent and dependent analyses were performed on the two deep-sea sediment samples used in the study (S1 and S2). Culture-independent analysis revealed the presence of high bacterial diversity in both samples (Supplementary Table S1 and Table S2). The 16S rRNA gene sequences obtained through Illumina HiSeq sequencing of initial-unamended samples showed affiliations with seven major phyla, namely Pseudomonadota, Bacteroidota, Planctomycetota, Desulfobacteria, Candidatus Hydrogenedentes, Verrucomicrobiota, and Bacillota, which all had a relative abundance exceeding 0.1%. Additionally, 22 minor phyla were detected, each with a relative abundance below 0.1% (Table S1a, S1b). The culture-independent analysis identified approximately 177 major genera each with a relative abundance higher than 0.01% in the initial unamended samples. Furthermore, the 16S rRNA gene sequence analysis of the samples incubated for one month showed that the samples enriched by DICA had higher bacterial diversity compared to the TCA enriched samples (Table S1a, S1b). In addition, several archaeal groups, including Nanoarchaeota, Crenarchaeota, Euryarchaeota, and Thaumarchaeota, were also observed during the V3–V5 Illumina amplicon sequencing of the samples. However, the percentage of archaea in the entire microbiome was very low, (0.005–0.1%) and as our primary focus was on bacterial isolation, data from the archaeal groups were not included.
A total of 361 pure bacterial strains were isolated from samples S1 (184) and S2 (177) (Table S2a, S2b), which belonged to four major phyla (Pseudomonadota, Bacteroidota, Verrucomicrobiota, and Bacillota) and three minor phyla (Actinomycetota, Cyanobacteria, and Balneolota). The isolates obtained from both cultivation methods belonged to 126 genera, of which 68 were exclusively isolated by DICA, 34 were obtained by both DICA and TCA and 24 were isolated by TCA only (Fig. 3A). The DICA method enabled the isolation of 196 species from 12 class level taxonomic groups whereas TCA enabled isolation of 165 species from only six taxonomic classes. The DICA yielded 101 individual species that were absent from the TCA collection, with an overlap of 30 species (Fig. 3B).
Comparison of total novel strains recovered by DICA and TCA
Isolates with a 16S rRNA gene sequence similarity below the threshold value of 98.65% were considered to be novel species (Kim et al. 2014; Nguyen et al. 2018). Of all the bacteria present in the studied sediment samples, the diffusion-based integrative technique enabled the successful cultivation of 115 putative novel species from 11 taxonomic classes, affiliated with six phyla, whereas TCA recovered 20 novel strains from only three classes of two phyla (Table S2a). Interestingly, 58% of these novel isolates were slow-growers, as they showed growth (formation of colonies) after an incubation period of more than a week on agar plates (Kato et al. 2018). Of the 79 potential slow-growing isolates, 74 were isolated using the DICA method, as indicated in Table S2a. Furthermore, the maximum number of novel isolates obtained using both cultivation approaches were predominantly from Alphaproteobacteria. No representatives from the Flavobacteriia, Acidimicrobiia, Betaproteobacteria, Opitutae, Thermoleophilia, Balneolia, Cytophagia, or Cyanophyceae classes were cultured using the TCA, while they were by DICA (Fig. 4A).
Comparison of total novel strains recovered by different nutrient media
The significance of low-nutrient and organic substrates containing media for isolating novel bacteria from diverse taxonomic groups was also evaluated. The results described in Fig. 4B show that nutrient medium composed of labile organic substrate (starch) was not effective in yielding novel bacteria from sediment, compared to medium composed of recalcitrant organic substrate (lignin) and low-nutrients (ASW). Of the three modified media tested, Lig-medium yielded the most abundant and diverse range of novel bacterial species from both techniques, particularly from DICA, as compared to St and ASW-modified media. Out of the 135 novel strains, 71 were obtained from Lig-modified medium, 37 from ASW- and 27 from St-modified media.
Based on the comparison of the 16S rRNA gene sequence similarity percentages, 135 novel bacterial isolates could be assigned to putative novel taxa at family (< 90%), genus (< 95–90%), and species level (≤ 98.65–95%) (Jung et al. 2021b). Of these potential novel isolates, 92 were of new species, of which 72 were isolated by DICA and 20 by TCA, similarly 39 isolates were identified at the genus level and four at the family level as new candidates; these were only recovered by DICA (Fig. 5). The newly recovered isolates belong to 11 different class level groups, affiliated with six phyla. These groups include the classes Alpha, Beta, and Gammaproteobacteria from the phylum Pseudomonadota, the classes Actinomycetes, Acidimicrobiia, and Thermoleophilia from the phylum Actinomycetota and the classes Flavobacteriia and Cytophagia from the Bacteroidota phylum. Furthermore, the classes Opitutae, Balneolia, and Cyanophyceae were associated with the phyla Verrucomicrobiota, Balneolota, and Cyanobacteria, respectively. Of all these taxonomic groups, TCA enabled isolation from Alphaproteobacteria, Gammaproteobacteria, and Actinomycetes only, whereas DICA successfully recovered species from all the 11 groups mentioned (Supplementary Table S3). Overall, the taxonomic analysis showed the recovery of 115 novel strains from DICA, while the use of TCA resulted in the acquisition of 20 novel isolates (Table S2a). Among these 135 novel isolates, 68 showed close affiliation with uncultured environmental species as compared to cultured species and were considered to be previously uncultivated bacteria. Almost 90% of these previously uncultured bacteria were isolated by DICA (Table S2a).
Discussion
Most (> 99%) bacteria identified by culture-independent surveys in various natural environmental samples, particularly those from marine habitats, remain uncultivated (Hofer 2018). These uncultured taxa are regarded as a significant source of natural bio-products and key players in biogeochemical cycles (Vartoukian et al. 2010; York 2018). Therefore, there is a compelling need to apply a greater effort to develop alternative cultivation methods for the isolation and culture of these uncultivated bacteria to improve the bio-prospecting of marine microbial resources. In this study, the DICA method was applied to isolate novel and uncultured strains from marine sediment. The DICA method includes a newly designed apparatus, the “microbial aquarium”, which is based on the diffusion principle with the integration of recalcitrant/labile organic and low-nutrient sources. The utilization of DICA facilitated the cultivation of numerous previously uncultured bacteria, including slow-growing types. This was made possible by the provision of two essential factors simultaneously. Firstly, the DICA provided access to naturally produced growth factors, which play a vital role in stimulating bacterial growth (D'Onofrio et al. 2010). Secondly, the availability of a more natural growth medium further enhanced the growth of these bacteria (Chen et al. 2023). Additionally, the implementation of an extended incubation period played a supplementary role in enabling the successful cultivation of previously uncultured bacteria, particularly of the slow-growers (Kato et al. 2018).
Novelty and advantage of the DICA
The DICA method applied here is distinct from previously reported in situ cultivation studies in regard to the structure of the apparatus, the membrane pore size, and the use of modified enrichment media. The in situ cultivation method of Kaeberlein et al. (2002), used a diffusion chamber composed of a stainless-steel washer covered with 0.03 µm pore size membranes along with an agar matrix as a solid nutrient medium (Kaeberlein et al. 2002). Later, Nichols et al. (2010) designed a high-throughput in situ cultivation device called “ichip”, which used an array of several hundred small diffusion chambers with a 0.03 µm pore size membranes located on top and bottom, of the chambers, which were loaded with a suspension of microbial cells in warm agar (Nichols et al. 2010). A recently developed in situ cultivation method, used a diffusion bioreactor composed of two plastic containers and 0.4 µm pore size membranes, along with conventional enrichment nutrient media (Chaudhary et al. 2019).
In this study, a newly designed diffusion-based apparatus was used. The use of a large outer container provided the capacity for a greater amount of natural sediment, which most probably increased the concentration of unknown essential nutrients. Furthermore, the use of an appropriate pore-size membrane, along with a small electric rotator and a sterile pipette as sample mixers, significantly enhanced the probability of diffusion of growth factors from regions of high concentration (outer chamber) to those of low concentration (inner chambers). This strategic setup also facilitated the dispersion of nutrients, oxygen, and microbes throughout the sample, thereby improving the replication of natural sediment systems. Similarly, previous studies have reported that large amounts of natural samples on the outer side of an inner chamber (Chaudhary et al. 2019), membranes with pore sizes of 0.03 to 0.4 µm (Crump and Richardson 1985), and proper mixing of samples (Bollmann et al. 2007); can enhance the diffusion and circulation of growth factors. This enhancement subsequently paves the way for the proliferation of a diverse range of microbial species.
During the sub-cultivation and isolation of pure colonies, the inoculation of the diluted sediment samples onto agar plates and incubation for an extended period allowed sufficient time for the bacteria, including slow-growers to develop and proliferate. The study by Kaeberlein et al. (2002) found that subjecting some environmental microorganisms to one or more cycles of incubation in a diffusion-based in situ cultivation device, promoted their sub-cultivation on standard agar plates in vitro. Subsequently, Bollmann et al. (2007) confirmed this method and suggested two potential explanations. Firstly, the representatives of such isolates were too few at the start of the experiment and needed to be enriched within the diffusion chamber before appearing on the agar plates in sufficient numbers for effective isolation. Secondly, the successful adaptation of these isolates to grow on agar plates needed prior growth events within the simulated natural environment of the diffusion chamber. Both these characteristics may have contributed to a controlled and sustained supply of essential nutrients, inter-microbial interactions, or other unknown factors provided by diffusion-based in situ cultivation devices (Bollmann et al. 2007; Stewart 2012). In the experiments described here, a single round of incubation within a diffusion chamber resulted in the successful cultivation of a number of novel and diverse environmental isolates capable of thriving in a laboratory setting on agar plates.
The advantage of this apparatus lies in its ability to provide an external supply of growth factors and nutrients while simultaneously allowing microbes within the inner chambers to grow in a less competitive environment due to the use of a diluted inoculum (Nichols et al. 2010). Conversely, in a conical flask, microbes lack the ready influx of growth factors. Nevertheless, to increase the concentration of growth factors in the conical flask, a couple of approaches should be considered. One option is to add more sediment, but this may inadvertently amplify the prevalence of dominant microbes, thereby making the competitive environment more pronounced (Wu et al. 2018). An alternative solution involves incorporating sediment extract, which may also be effective (Nguyen et al. 2018). However, this introduces complex, resource-intensive, and time-consuming steps into the process, potentially impeding the overall workflow.
Efficiency of the DICA over TCA in isolating diverse and novel strains
For comparison, all of the cultivation conditions and nutrient media used were similar for both the newly designed and traditional cultivation approaches (Fig. 2). Comparing the bacterial composition of initial-unamended sediment samples observed by Illumina HiSeq sequencing analysis with that of the enriched samples, it was found that the samples enriched by DICA, had a high bacterial diversity in comparison to the TCA enriched samples (Table S1a, S1b). This suggests that mimicking the in situ growth conditions by enabling access to biologically produced growth factors and native nutrient media simultaneously to microbial communities, can lead to an increase in bacterial diversity compared to traditional approaches (Kaeberlein et al. 2002; Wu et al. 2018). The DICA method led to the isolation of several previously uncultured bacteria, that were present in the environmental samples but were not cultivated by TCA (Table S4). A total of 58 and 102 genera were present in the cultures isolated by the TCA and DICA methods, respectively (Fig. 3A). This shows that isolates obtained by DICA recovered a higher diversity from the samples compared to the TCA. It was also noted that Planctomycetota, Desulfobacteria, and Candidatus Hydrogenedentes were not isolated, even though a high proportion of these groups were found in the deep-sea sediments (Table S1). These bacteria may have some specific growth preferences, such as N-acetylglucosamine supplemented with antibiotics (Lage and Bondoso 2012) and anaerobic conditions, respectively (Kuever et al. 2014), which were not met in this study.
The 16S rRNA gene sequencing analysis showed that the DICA method yielded novel isolates in much higher numbers and levels than TCA. DICA recovered 115 putative novel isolates out of 196, including 72 at the species level, 39 at the genus level, and 4 at the family level, showing 58% novelty efficiency compared to 12% (20/165) for the TCA. This allowed the isolation of 20 potential novel candidates at species level only (Table S2a). The recovery of several novel isolates by TCA indicates that a small fraction of the largely unexplored microbial population, may not require special growth conditions and can still be successfully cultivated using conventional methods (Jung et al. 2021a; Momper et al. 2018). In addition, the DICA method led to the isolation of strains from an additional six diverse classes that were not obtained by TCA. Almost 77% of species (24 out of 31) belonging to these taxa were novel taxonomic candidates (Table S2a). This result suggests that strains belonging to these groups are non-conducive to cultivation with the TCA and that the growth conditions provided by the DICA are essential to cultivate such bacteria. In DICA, the integration of a microbial aquarium with modified enrichment media improved the simulation of a natural growth environment for inoculated microbes and thus successfully increased the recovery of previously uncultured taxa. However, the traditional use of a conical flask in TCA resulted in a consistent level of bacterial isolation with a very low significant difference between the three modified nutrient media used. These results demonstrate that the isolation of novel/previously uncultured bacteria is affected by the cultivation equipment as well as nutrient sources and media, as marine bacterial communities are nutritionally dependent and are influenced by the origin and concentration of nutrients (Sherr and Sherr 2008).
Effects of enrichment media on isolation of diverse and novel strains
A second important strategy for meeting the needs of uncultivated bacteria is to provide them with a growth medium that is most similar to their natural nutrient sources and can support the growth of bacteria belonging to various groups. In the present study, three kinds of modified enrichment media were evaluated. The results show that the highest recovery of diverse and novel bacterial strains occurred using Lig- medium as compared to St- medium. This indicates that more labile organic substances commonly lead to a biased selection of fast-growing bacteria from a few dominant groups (Wawrik et al. 2005). However, recalcitrant organic substrates, being more natural to marine sediment (Wu et al. 2018), are less labile and promote the growth of a more diverse and distinct group of bacteria, including slow-growing and rare taxa (Wu et al. 2020). In addition, the ASW-modified medium, which contains no organic compounds, was also observed to be promising for the growth of previously uncultured deep-sea bacteria. This highlights the fact that numerous indigenous bacteria, such as members of the ubiquitous SAR11 clade, prefer seawater and oligotrophic growth media (Rappé et al. 2002). Similarly, a study conducted by Henson et al. 2016, reported the isolation of several novel isolates from the Gulf of Mexico using artificial seawater media (Henson et al. 2016). The nutrient-enriched media permitted the isolation of species from only a few dominant groups and frequently failed to isolate members of previously uncultured groups (Bartelme et al. 2020). Several other studies have reported on the use of recalcitrant organic and low-nutrient sources that led to the enrichment of Bathyarchaeota (Hu et al. 2021) and isolation of ~ 70% of species within the Marinilabiliales order of the Bacteroidetes phylum, respectively (Mu et al. 2018).
Taxonomy and metabolic potential of the novel isolates
A large number of uncultured bacterial species recovered in this study belong to the Pseudomonadota and Actinobacteria phyla. This is a similar outcome to that obtained by others using in situ cultivation methods (Jung et al. 2021a, 2021c). However, here, several novel and uncultured species from rarely cultivated phyla such as Verrucomicrobiota, Balneolota, and Cyanobacteria were also successfully recovered. This indicates that the newly designed diffusion-based apparatus, together with the use of modified nutrient media, effectively mimics natural growth conditions, which facilitates the growth of hard-to-culture bacterial species. Several previous studies have reported on the growth preference of these rarely cultivated groups from natural habitats, using extended incubation times and recalcitrant organic substrates (Choi et al. 2009; He et al. 2017; Pathak et al. 2018).
The unexplored microbial diversity is of great interest to both basic and applied biological sciences due to their metabolic activities described by omics-based studies (Hofer 2018; Wang et al. 2021). The novel bacterial strains recovered in this study are anticipated to have significant metabolic capabilities. For example, the genomic information of potential novel strains, coded as LMO-JJ12 (OQ055024) belonging to Rhodobacteraceae, LMO-JJ14 (OQ055025) and LMO-SO8 (OQ0550022), belonging to Thalassospiraceae, reported in our previous study (Ishaq et al. 2022), indicates that these strains can potentially be key players in the sulfur cycle, as they possess the complete sulfur oxidation (Sox) pathway. Similarly, another putative novel strain LMO-MO1 (OQ055016), a member of the Opitutaceae family, may be a prolific degrader of complex organic polymers, owing to their abundance of Carbohydrate Active enzymes (CAZymes) genes (Ishaq et al. 2022). Each of these four bacterial strains was isolated using the newly developed DICA (Fig. 4A). Many new isolated species that are affiliated with taxonomic sub-groups Rhizobiales and Alcanivoracaceae of class Alpha- and Gamma- proteobacteria, respectively (Fig. 4A), are expected to be important in the degradation of organic pollutants and xenobiotics, respectively, as their closest related members within these groups are well known for such activities (Schleheck et al. 2004; Zadjelovic et al.2020).
Conclusion
In summary, the DICA method developed in this study, based on a diffusion system with the integration of modified nutrient media, successfully enhanced the recovery of phylogenetically novel and putative metabolically important bacterial isolates. The cultivation strategy is a promising approach to isolate marine bacteria from a diverse range of groups and represents another step forward in addressing the challenges of culturing previously uncultured bacteria. This will benefit the future development of relevant culturing techniques. Therefore, we expect this integrative approach will enable the cultivation of various phylogenetically and functionally novel bacteria from diverse environmental samples.
Data availability
Newly determined nucleotide sequences data of all isolated pure strains have been deposited in NCBI GenBank under accession numbers OQ055016 to OQ055114, OQ055116 to OQ055154, OQ062519 to OQ062600, OQ071638 to OQ071697, and OQ071711 to OQ071790. The 16S rRNA gene sequencing data of two studied sediment samples were deposited in the NCBI Sequence Read Archive (SRA) under the accession numbers SRR23603883 and SRR23603884.
References
Altschul SF, Gish W, Miller W, Myers EW, Lipman DJ (1990) Basic local alignment search tool. J Mol Biol 215:403–410
Baker BJ, Appler KE, Gong X (2021) New microbial biodiversity in marine sediments. Annu Rev Mar Sci 13:161–175
Bartelme RP, Custer JM, Dupont CL, Espinoza JL, Torralba M, Khalili B, Carini P (2020) Influence of substrate concentration on the culturability of heterotrophic soil microbes isolated by high-throughput dilution-to-extinction cultivation. mSphere 5:e00024-e120
Bollmann A, Lewis K, Epstein SS (2007) Incubation of environmental samples in a diffusion chamber increases the diversity of recovered isolates. Appl Environ Microbiol 73:6386–6390
Capella-Gutiérrez S, Silla-Martínez JM, Gabaldón T (2009) trimAl: a tool for automated alignment trimming in large-scale phylogenetic analyses. Bioinformatics 25:1972–1973
Chaudhary DK, Khulan A, Kim J (2019) Development of a novel cultivation technique for uncultured soil bacteria. Sci Rep 9:1–11
Chen Y, Sui W, Wang J, He D, Dong L, Waniek JJ, Wang F (2023) Refractory humic-like dissolved organic matter fuels microbial communities in deep energy-limiting marine sediments. Sci China Earth Sci 60:1738–1756
Choi DH, Zhang GI, Noh JH, Kim W-S, Cho BC (2009) Gracilimonas tropica gen. nov., sp. nov., isolated from a Synechococcus culture. Int J Syst Evol Microbiol 59:1167–1172
Crump J, Richardson G (1985) The suitability of a membrane diffusion growth chamber for studying bacterial interaction. J Appl Microbiol 58:215–220
Cui Y-W, Zhang H-Y, Lu P-F, Peng Y-Z (2016) Effects of carbon sources on the enrichment of halophilic polyhydroxyalkanoate-storing mixed microbial culture in an aerobic dynamic feeding process. Sci Rep 6:1–13
D’Onofrio A, Crawford JM, Stewart EJ, Witt K, Gavrish E, Epstein S, Clardy J, Lewis K (2010) Siderophores from neighboring organisms promote the growth of uncultured bacteria. Chem Biol 17:254–264
Estaki M, Jiang L, Bokulich NA, McDonald D, González A, Kosciolek T, Martino C, Zhu Q, Birmingham A, Vázquez-Baeza Y (2020) QIIME 2 enables comprehensive end-to-end analysis of diverse microbiome data and comparative studies with publicly available data. Curr Protoc Bioinformatics 70:e100
He S, Stevens S, Chan L, Bertilsson S, Glavina del Rio T, Tringe S, Malmstrom R, McMahon K (2017) Ecophysiology of freshwater Verrucomicrobia inferred from metagenome-assembled genomes. mSphere 2:e00277-e317
Henson MW, Pitre DM, Weckhorst JL, Lanclos VC, Webber AT, Thrash JC (2016) Artificial seawater media facilitate cultivating members of the microbial majority from the Gulf of Mexico. mSphere 1:e00028-e116
Heuer H, Krsek M, Baker P, Smalla K, Wellington E (1997) Analysis of actinomycete communities by specific amplification of genes encoding 16S rRNA and gel-electrophoretic separation in denaturing gradients. Appl Environ Microbiol 63:3233–3241
Hofer U (2018) The majority is uncultured. Nat Rev Microbiol 16:716–717
Hu H, Natarajan VP, Wang F (2021) Towards enriching and isolation of uncultivated archaea from marine sediments using a refined combination of conventional microbial cultivation methods. Mar Life Sci Technol 3:231–242
Ishaq SE, Ahmad T, Hou J, Liang L, Wang Y, Wang F (2022) Draft genome sequences of four bacterial strains isolated from sediment of the South China Sea. Microbiol Resour 11:e00191-e222
Jung D, Liu B, He X, Owen JS, Liu L, Yuan Y, Zhang W, He S (2021a) Accessing previously uncultured marine microbial resources by a combination of alternative cultivation methods. Microb 14:1148–1158
Jung D, Liu L, He S (2021b) Application of in situ cultivation in marine microbial resource mining. Mar Life Sci Technol 3:148–161
Jung D, Machida K, Nakao Y, Kindaichi T, Ohashi A, Aoi Y (2021c) Triggering growth via growth initiation factors in Nature: A putative mechanism for in situ cultivation of previously uncultivated microorganisms. Front Microbiol 12:537194
Kaeberlein T, Lewis K, Epstein SS (2002) Isolating" uncultivable" microorganisms in pure culture in a simulated natural environment. Science 296:1127–1129
Kato S, Yamagishi A, Daimon S, Kawasaki K, Tamaki H, Kitagawa W, Abe A, Tanaka M, Sone T, Asano K (2018) Isolation of previously uncultured slow-growing bacteria by using a simple modification in the preparation of agar media. Appl Environ Microbiol 84:e00807-e818
Katoh K, Standley DM (2013) MAFFT multiple sequence alignment software version 7: improvements in performance and usability. Mol Biol Evol 30:772–780
Kim M, Oh H-S, Park S-C, Chun J (2014) Towards a taxonomic coherence between average nucleotide identity and 16S rRNA gene sequence similarity for species demarcation of prokaryotes. Int J Syst Evol Microbiol 64:346–351
Knobloch S, Jóhannsson R, Marteinsson V (2019) Co-cultivation of the marine sponge Halichondria panicea and its associated microorganisms. Sci Rep 9:1–11
Kuever J, Rainey F, Widdel F (2014) The Family Desulfobacteraceae. Prok 10:45–73
Lage OM, Bondoso J (2012) Bringing Planctomycetes into pure culture. Front Microbiol 3:405
Lewis WH, Tahon G, Geesink P, Sousa DZ, Ettema TJ (2021) Innovations to culturing the uncultured microbial majority. Nat Rev Microbiol 19:225–240
Liang L, Sun Y, Dong Y, Ahmad T, Chen Y, Wang J, Wang F (2022) Methanococcoides orientis sp. nov., a methylotrophic methanogen isolated from sediment of the East China Sea. Int J Syst Evol Microbiol 72:005384
Lv Z, Ding J, Wang H, Wan J, Chen Y, Liang L, Yu T, Wang Y, Wang F (2022) Isolation of a novel thermophilic methanogen and the evolutionary history of the class methanobacteria. Biology 11:1514
Momper L, Aronson HS, Amend JP (2018) Genomic description of ‘Candidatus Abyssubacteria’,a novel subsurface lineage within the candidate phylum hydrogenedentes. Front Microbiol 9:1993
Mu D-S, Liang Q-Y, Wang X-M, Lu D-C, Shi M-J, Chen G-J, Du Z-J (2018) Metatranscriptomic and comparative genomic insights into resuscitation mechanisms during enrichment culturing. Microbiome 6:1–15
Nguyen L-T, Schmidt HA, Von Haeseler A, Minh BQ (2015) IQ-TREE: a fast and effective stochastic algorithm for estimating maximum-likelihood phylogenies. Mol Biol Evol 32:268–274
Nguyen TM, Seo C, Ji M, Paik M-J, Myung S-W, Kim J (2018) Effective soil extraction method for cultivating previously uncultured soil bacteria. Appl Environ Microbiol 84:e01145-e1218
Nichols D, Cahoon N, Trakhtenberg E, Pham L, Mehta A, Belanger A, Kanigan T, Lewis K, Epstein S (2010) Use of ichip for high-throughput in situ cultivation of “uncultivable” microbial species. Appl Environ Microbiol 76:2445–2450
Oliveros JC (2007–2015) Venny. An interactive tool for comparing lists with Venn's diagrams. https://bioinfogp.cnb.csic.es/tools/venny/index.html
Orcutt BN, LaRowe DE, Biddle JF, Colwell FS, Glazer BT, Reese BK, Kirkpatrick JB, Lapham LL, Mills HJ, Sylvan JB, Wankel SD, Wheat CG (2013) Microbial activity in the marine deep biosphere: progress and prospects. Front Microbiol 4:189
Overmann J, Abt B, Sikorski J (2017) Present and future of culturing bacteria. Annu Rev Microbiol 71:711–730
Pathak J, Maurya PK, Singh SP, Häder D-P, Sinha RP (2018) Cyanobacterial farming for environment friendly sustainable agriculture practices: innovations and perspectives. Front Environ Sci 6:7
Pulschen AA, Bendia AG, Fricker AD, Pellizari VH, Galante D, Rodrigues F (2017) Isolation of uncultured bacteria from Antarctica using long incubation periods and low nutritional media. Front Microbiol 8:1346
Rappé MS, Connon SA, Vergin KL, Giovannoni SJ (2002) Cultivation of the ubiquitous SAR11 marine bacterioplankton clade. Nature 418:630–633
Rygaard AM, Thøgersen MS, Nielsen KF, Gram L, Bentzon-Tilia M (2017) Effects of gelling agent and extracellular signaling molecules on the culturability of marine bacteria. Appl Environ Microbiol 83:e00243-e317
Schleheck D, Tindall BJ, Rossello-Mora R, Cook AM (2004) Parvibaculum lavamentivorans gen. nov., sp. nov., a novel heterotroph that initiates catabolism of linear alkylbenzenesulfonate. Int J Syst Evol Microbiol 54:1489–1497
Solden L, Lloyd K, Wrighton K (2016) The bright side of microbial dark matter: lessons learned from the uncultivated majority. Curr Opin Microbiol 31:217–226
Stewart EJ (2012) Growing unculturable bacteria. J Bacteriol 194:4151–4160
Stingl U, Tripp HJ, Giovannoni SJ (2007) Improvements of high-throughput culturing yielded novel SAR11 strains and other abundant marine bacteria from the Oregon coast and the Bermuda Atlantic time series study site. ISME J 1:361–371
Vartoukian SR, Palmer RM, Wade WG (2010) Strategies for culture of ‘unculturable’bacteria. FEMS Microbiol 309:1–7
Wang F, Li M, Huang L, Zhang X-H (2021) Cultivation of uncultured marine microorganisms. Mar Life Sci Technol 3:117–120
Wawrik B, Kerkhof L, Kukor J, Zylstra G (2005) Effect of different carbon sources on community composition of bacterial enrichments from soil. Appl Environ Microbiol 71:6776–6783
Woodman ME (2008) Direct PCR of intact bacteria (colony PCR). Curr Protoc Microbiol 9(1):A-3D
Wu X, Wu L, Liu Y, Zhang P, Li Q, Zhou J, Hess NJ, Hazen TC, Yang W, Chakraborty R (2018) Microbial interactions with dissolved organic matter drive carbon dynamics and community succession. Front Microbiol 9:1234
Wu X, Spencer S, Gushgari-Doyle S, Yee MO, Voriskova J, Li Y, Alm EJ, Chakraborty R (2020) Culturing of “Unculturable” subsurface microbes: natural organic carbon source fuels the growth of diverse and distinct bacteria from groundwater. Front Microbiol 11:610001
Yoon S-H, Ha S-M, Kwon S, Lim J, Kim Y, Seo H, Chun J (2017) Introducing EzBioCloud: a taxonomically united database of 16S rRNA gene sequences and whole-genome assemblies. Int J Syst Evol Microbiol 67:1613–1617
York A (2018) Marine biogeochemical cycles in a changing world. Nat Rev Microbiol 16:259–259
Yu T, Wu W, Liang L, Lever MA, Hinrichs K-U, Wang F (2018) Growth of sedimentary Bathyarchaeota on lignin as an energy source. Proc Natl 115:6022–6027
Yu T, Hu H, Zeng X, Wang Y, Pan D, Deng L, Liang L, Hou J, Wang F (2023) Cultivation of widespread Bathyarchaeia reveals a novel methyltransferase system utilizing lignin-derived aromatics. mLife 0:1–11
Zadjelovic V, Chhun A, Quareshy M, Silvano E, Hernandez-Fernaud JR, Aguilo-Ferretjans MM, Bosch R, Dorador C, Gibson MI, Christie-Oleza JA (2020) Beyond oil degradation: enzymatic potential of Alcanivorax to degrade natural and synthetic polyesters. Environ Microbiol 22:1356–1369
Zeng Q, An S (2021) Identifying the biogeographic patterns of rare and abundant bacterial communities using different primer sets on the loess plateau. Microorganisms 9:139
Zhao X, Liu J, Zhou S, Zheng Y, Wu Y, Kogure K, Zhang X-H (2020) Diversity of culturable heterotrophic bacteria from the Mariana Trench and their ability to degrade macromolecules. Mar Life Sci Technol 2:181–193
Acknowledgements
We are grateful to the captains and crew members of cruises R/V SONNE SO269 and TS21-2, and lab member Dr. Yunru Chen for providing sediment samples used in this study. We would also like to thank Jialin Hou and Rifaq Sarwar for providing suggestions for the phylogenetic analysis and figure design respectively. This work was financially supported by the National Key Research and Development Program of China (Grant No. 2022YFC2804100), and the National Natural Science Foundation of China (Grant No. 92251303).
Author information
Authors and Affiliations
Contributions
TA and FW conceptualized and designed research. TA and SEI conducted experiments. FW, YW, and TA designed the experimental tool. TA, SEI, LL, YW, and FW wrote and revised the manuscript. RX performed phylogenetic analysis. All the experiments were supported by funding to FW. All authors read and approved the manuscript.
Corresponding author
Ethics declarations
Conflict of interest
The authors have no competing interests to declare that are relevant to the content of this article.
Animal and human rights statement
This article does not contain any studies with human participants or animals performed by any of the authors.
Additional information
Edited by Chengchao Chen.
Supplementary Information
Below is the link to the electronic supplementary material.
Rights and permissions
Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
About this article
Cite this article
Ahmad, T., Ishaq, S.E., Liang, L. et al. A diffusion-based integrative approach for culturing previously uncultured bacteria from marine sediments. Mar Life Sci Technol (2024). https://doi.org/10.1007/s42995-024-00240-2
Received:
Accepted:
Published:
DOI: https://doi.org/10.1007/s42995-024-00240-2