| Literature DB >> 30108566 |
Abstract
Ruminal ciliates both preys on and form symbiotic relationships with other members of the ruminal microbiota for their survival. However, it remains elusive if they have selectivity over their preys or symbionts. In the present study, we investigated the above selectivity by identifying and comparing the free-living prokaryotes (FLP) and the ciliate-associated prokaryotes (CAP) using Illumina MiSeq sequencing of 16S rRNA gene amplicons. We used single ciliates cells of both monocultures of Entodinium caudatum and Epidinium caudatum and eight different ciliate genera isolated from fresh rumen fluid of dairy cows. Irrespective of the source (laboratory monocultures vs. fresh isolates) of the single ciliate cells, the CAP significantly differed from the FLP in microbiota community profiles. Many bacterial taxa were either enriched or almost exclusively found in the CAP across most of the ciliate genera. A number of bacteria were also found for the first time as ruminal bacteria in the CAP. However, no clear difference was found in methanogens between the CAP and the FLP, which was confirmed using methanogen-specific qPCR. These results suggest that ruminal ciliates probably select their preys and symbionts, the latter of which has rarely been found among the free-living ruminal prokaryotes. The bacteria enriched or exclusively found in the CAP can be target bacteria to detect and localize using specific probes designed from their 16S rRNA sequences, to characterize using single-cell genomics, or to isolate using new media designed based on genomic information.Entities:
Keywords: ciliate-associated prokaryotes; free-living prokaryotes; preys; ruminal ciliates; symbionts
Year: 2018 PMID: 30108566 PMCID: PMC6079354 DOI: 10.3389/fmicb.2018.01710
Source DB: PubMed Journal: Front Microbiol ISSN: 1664-302X Impact factor: 5.640
Summary of α-diversity measurements.
| FLP | 80,257a | 5,616a | 125a | 248a | 0.91b | 5.09 | 16.6a | 86.1b | |
| CAP | 14,882b | 1,182b | 78b | 96b | 0.95a | 5.24 | 12.3b | 95.9a | |
| FLP | 66,454a | 6,505a | 102a | 230a | 0.85 | 4.35 | 15.4a | 88.1b | |
| CAP | 15,241b | 1,906b | 75b | 92b | 0.89 | 4.71 | 12.8b | 95.7a | |
| Rumen fluid | FLP | 43,316 | 33,630 | 269a | 443a | 0.95 | 6.46a | 26.3 | 90.1b |
| CAP | 47,162 | 15,239 | 80b | 96b | 0.96 | 5.33b | 13.5c | 98.9a | |
| CAP | 28,224 | 10,505 | 87b | 100b | 0.97 | 5.45b | 14.3bc | 98.8a | |
| CAP | 46,066 | 24,845 | 130b | 144b | 0.97 | 6.02ab | 19.6b | 98.3a | |
| CAP | 39,364 | 20,029 | 111b | 128b | 0.96 | 5.56b | 16.2bc | 98.2a | |
| CAP | 32,375 | 16,601 | 95b | 110b | 0.97 | 5.66b | 15.4bc | 98.8a | |
| CAP | 34,608 | 12,699 | 97b | 111b | 0.96 | 5.56b | 15.5bc | 98.7a | |
| CAP | 35,344 | 16,677 | 109b | 127b | 0.97 | 5.68b | 17.4bc | 98.3a | |
| CAP | 44,884 | 21,163 | 99b | 116b | 0.94 | 5.39b | 15.7bc | 98.5a | |
FLP, free-living prokaryotes; CAP, ciliate-associated prokaryotes. Means with different superscripts within columns between the FLP and the CAP of each monoculture or between the FLP and the CAP of the fresh ciliate isolates differ (P < 0.05).
Singleton was removed.
Figure 1Principal coordinates analysis based on unweighted UniFrac distances in (A) both the FLP and CAP of two ciliate monocultures [Ent. caudatum (red squares) and Epi. caudatum (blue spheres)] and (B) the CAP of fresh isolates of ruminal ciliate singles cells and the FLP of the rumen fluid collected from Jersey dairy cows. Based on ANOSIM, FLP differed (P < 0.001) from CAP of both the monocultures and the rumen fluid.
Figure 2Temporal changes in species richness, phylogenetic diversity, and relative abundance of select taxa after feeding. (A) α-diversity measurements in the CAP of Ent. caudatum. (B) Sediminibacterium in the CAP of Ent. caudatum, and (C) Succinivibrio found in- and outside of Epi. caudatum cells. No significant temporal changes of α-diversity measurements were found in Epi. caudatum.
Figure 3Relative abundance of bacterial phyla, classes and known genera in the CAP and the FLP of the monocultures of Ent. caudatum (A) and Epi. caudatum (B) Relative abundance did not add up to 100% because unclassified bacterial taxa were not included.
Relative abundances (%) of major known bacterial taxa in the FLP and the CAP of the monocultures of Ent. caudatum and Epi. caudatum.
| 0 | 2.43 | 0 | 1.79 | 0.251 | <0.001 | 0.251 | Only | |
| o_ | 0 | 1.40 | 0 | 0.71 | 0.058 | <0.001 | 0.058 | Only |
| 0.02 | 6.89 | 0 | 4.38 | 0.051 | <0.001 | 0.054 | Enriched | |
| c_ | 0 | 1.75 | 0 | 0.42 | 0.101 | 0.009 | 0.101 | Only |
| o_ | 0 | 5.10 | 0 | 3.96 | 0.260 | <0.001 | 0.260 | Only |
| 38.6 | 21.0 | 44.0 | 18.8 | 0.312 | <0.001 | 0.020 | ||
| o_ | 38.6 | 10.2 | 44.0 | 12.1 | 0.021 | <0.001 | 0.241 | |
| f_ | 5.71 | 0.42 | 2.35 | 0.03 | <0.001 | <0.001 | <0.001 | |
| f_ | 2.01 | 1.03 | 0.31 | 0.34 | <0.001 | 0.057 | 0.042 | |
| g_ | 23.5 | 4.78 | 29.8 | 8.54 | 0.015 | <0.001 | 0.529 | |
| g_ | 0 | 9.99 | 0 | 6.47 | 0.028 | <0.001 | 0.028 | Only |
| 0 | 0.80 | 0.02 | 1.82 | 0.118 | <0.001 | 0.130 | Enriched | |
| 1.64 | 0.43 | 0.31 | 0.37 | 0.003 | 0.014 | 0.007 | ||
| 12.1 | 15.5 | 12.7 | 15.4 | 0.901 | 0.130 | 0.876 | ||
| c_ | 0.15 | 6.93 | 0.13 | 0.31 | 0.020 | 0.015 | 0.020 | Enriched |
| o_ | 0.15 | 5.49 | 0 | 0.21 | 0.045 | 0.041 | 0.058 | Enriched |
| o_ | 11.7 | 8.38 | 11.7 | 14.8 | 0.024 | 0.930 | 0.024 | |
| f_ | 0.15 | 3.68 | 0 | 0.03 | 0.143 | 0.168 | 0.175 | |
| f_ | 6.18 | 4.05 | 3.54 | 8.61 | 0.366 | 0.167 | 0.001 | |
| g_ | 0.48 | 1.91 | 0.82 | 7.24 | 0.004 | <0.001 | 0.009 | Enriched |
| g_ | 0 | 0.52 | 2.16 | 0.35 | <0.001 | 0.021 | <0.001 | |
| f_ | 1.88 | 1.61 | 3.62 | 2.59 | 0.005 | 0.168 | 0.420 | |
| g_ | 0.29 | 0.93 | 2.46 | 1.79 | <0.001 | 0.964 | 0.070 | |
| 0.06 | 1.77 | 0.10 | 1.54 | 0.622 | <0.001 | 0.511 | Enriched | |
| c_ | 0.06 | 1.08 | 0.10 | 1.16 | 0.799 | <0.001 | 0.913 | Enriched |
| f_ | 0 | 1.03 | 0 | 1.08 | 0.911 | <0.001 | 0.911 | Only |
| 40.1 | 48.7 | 38.4 | 53.0 | 0.561 | <0.001 | 0.193 | Enriched | |
| c_ | 0 | 16.3 | 0 | 9.23 | 0.020 | <0.001 | 0.020 | Only |
| o_ | 0 | 5.66 | 0 | 3.51 | 0.124 | <0.001 | 0.124 | Only |
| o_ | 0 | 6.03 | 0 | 3.36 | 0.058 | <0.001 | 0.058 | Only |
| f_ | 0 | 4.60 | 0 | 2.37 | 0.026 | <0.001 | 0.026 | Only |
| f_ | 0 | 3.17 | 0 | 1.66 | 0.012 | <0.001 | 0.012 | Only |
| c_ | 0.15 | 9.57 | 0.06 | 7.90 | 0.372 | <0.001 | 0.417 | Enriched |
| o_ | 0.15 | 6.15 | 0.06 | 5.34 | 0.507 | <0.001 | 0.587 | Enriched |
| f_ | 0.05 | 5.94 | 0 | 5.04 | 0.479 | <0.001 | 0.525 | Enriched |
| g_ | 0 | 3.94 | 0 | 3.68 | 0.857 | <0.001 | 0.857 | Only |
| c_ | 0.06 | 4.20 | 0.24 | 3.60 | 0.659 | <0.001 | 0.417 | Enriched |
| o_ | 0 | 4.07 | 0 | 3.04 | 0.234 | <0.001 | 0.234 | Only |
| f_ | 0 | 2.57 | 0 | 1.63 | 0.112 | <0.001 | 0.112 | Only |
| c_ | 39.7 | 18.6 | 36.6 | 32.0 | 0.035 | <0.001 | 0.001 | |
| f_ | 39.6 | 7.35 | 36.4 | 24.6 | 0.013 | <0.001 | <0.001 | |
| g_ | 20.7 | 3.96 | 0 | 0.10 | <0.001 | <0.001 | <0.001 | |
| g_ | 0.27 | 0.35 | 36.3 | 24.4 | <0.001 | 0.020 | 0.019 | |
| f_ | 0.02 | 1.71 | 0 | 1.08 | 0.129 | <0.001 | 0.148 | Enriched |
| g_ | 0 | 1.30 | 0 | 0.74 | 0.191 | <0.001 | 0.191 | Only |
| o_ | 0 | 9.22 | 0 | 6.08 | 0.072 | <0.001 | 0.072 | Only |
| f_ | 0 | 7.88 | 0 | 5.66 | 0.101 | <0.001 | 0.101 | Only |
| g_ | 0 | 4.04 | 0 | 3.76 | 0.789 | <0.001 | 0.789 | Only |
| 1.69 | 0.66 | 2.04 | 1.14 | 0.316 | 0.024 | 0.877 | ||
| g_ | 1.29 | 0.08 | 1.51 | 0.21 | 0.595 | <0.001 | 0.885 | |
Only the taxa with a relative abundance greater than 1% at the lowest taxonomic rank were shown.
c, Class; o, Order; f, Family; g, Genus.
Found only or significantly enriched in the CAP in both monocultures.
For those taxa, only the lowest classifiable taxa were shown because their higher taxa had similar relative abundance as the taxa shown.
Figure 4A maximum-likelihood tree showing CAP-specific bacterial 16S rRNA gene sequences shared by ciliate single cells [18 sequences from the freshly isolated ciliate single cells and 24 sequences from Ent. caudatum (Ent.) and Epi. caudatum (Epi.) in their monocultures]. Relative abundance of each taxon among CAP-specific bacteria was shown in parentheses. Minor taxa (< 0.5% of total sequences) were excluded.
Relative abundance (%) of methanogenic taxa in the monocultures of Ent. caudatum and Epi. caudatum as quantified using qPCR.
| Total archaea | 0.283 | 0.326 | 0.346 | 0.303 | 0.203 | 0.194 | 0.396 | 0.144 | 0.028 | 0.151 | 0.251 | 0.536 |
| 0.110 | 0.118 | 0.140 | 0.141 | 0.191 | 0.210 | 0.304 | <0.001 | 0.026 | 0.323 | 0.209 | 0.175 | |
| 0.065 | 0.111 | 0.116 | 0.105 | <0.001 | 0.126 | 0.018 | 0.083 | 0.015 | 0.166 | 0.239 | 0.563 | |
| 0.069 | 0.117 | 0.113 | 0.055 | 0.074 | 0.096 | 0 | 0 | 0.016 | 0.176 | 0.405 | 0.612 | |
| Total archaea | 0.314 | 0.410 | 0.352 | 0.262 | 0.191 | 0.093 | 0.084 | 0.066 | 0.041 | 0.008 | 0.819 | 0.812 |
| 0.131 | 0.117 | 0.118 | 0.077 | 0.196 | 0.021 | 0.023 | 0.003 | 0.019 | 0.163 | 0.093 | 0.307 | |
| 0.108 | 0.155 | 0.105 | 0.068 | 0.011 | 0.052 | 0.074 | 0.056 | 0.012 | 0.010 | 0.386 | 0.326 | |
| 0.146 | 0.256 | 0.056 | 0.050 | <0.001 | 0 | <0.001 | 0 | 0.032 | 0.061 | 0.630 | 0.630 | |
Data are shown as means (n = 3) of relative abundance of individual taxa relative to total prokaryotes.
Methanosphaera stadtmanae.
Figure 5Relative abundance of major bacterial phyla (A) and genera (B) (each representing >1% of total sequences) of the CAP of freshly isolated ruminal ciliate single cells (average of 8 genera) and the FLP of the rumen fluid collected from Jersey dairy cows. Relative abundance of the genera did not add up to 100% because unclassified bacterial taxa were not included.
Relative abundances (%) of major known bacterial taxa in the FLP and the CAP of freshly isolated ruminal ciliates.
| 1.72 | 1.86 | 1.48 | 1.38 | 1.03 | 0.92 | 0.98 | 1.68 | 0 | NS | 0.048 | ||
| 4.71 | 4.09 | 3.77 | 3.25 | 2.32 | 3.59 | 5.79 | 2.37 | 0.08 | NS | 0.021 | Enriched | |
| o_ | 3.41 | 3.58 | 3.49 | 3.16 | 1.98 | 2.84 | 4.12 | 1.66 | 0 | NS | NS | |
| 30.9 | 28.6 | 35.2 | 29.1 | 33.4 | 31.2 | 30.2 | 25.5 | 42.4 | NS | 0.003 | ||
| c_ | 25.9 | 23.8 | 30.2 | 24.8 | 29.2 | 26.1 | 24.3 | 23.1 | 42.4 | NS | 0.048 | |
| f_ | 2.03 | 1.15 | 1.47 | 2.19 | 1.43 | 1.19 | 0.81 | 1.43 | 0.05 | NS | 0.040 | Enriched |
| g_ | 15.9 | 14.3 | 21.5 | 15.8 | 19.7 | 18.6 | 16.6 | 14.4 | 28.4 | NS | <0.001 | |
| f_ | 0.76 | 0.92 | 1.62 | 0.89 | 1.33 | 1.52 | 1.55 | 1.68 | 4.96 | NS | NS | |
| f_ | 4.90 | 3.94 | 4.04 | 4.25 | 4.05 | 4.84 | 5.10 | 2.15 | 0 | 0.057 | NS | Only |
| g_ | 4.78 | 3.63 | 3.62 | 3.53 | 3.54 | 4.22 | 4.70 | 2.14 | 0 | NS | 0.032 | |
| 2.81 | 0.82 | 0.59 | 1.37 | 0.37 | 0.68 | 1.29 | 0.50 | 1.09 | NS | NS | ||
| 1.93 | 0.32 | 0.78 | 0.34 | 1.01 | 0.48 | 1.21 | 0.31 | 2.08 | NS | NS | ||
| 16.2 | 17.9 | 15.9 | 13.1 | 18.5 | 19.8 | 15.0 | 16.3 | 32.4 | NS | <0.001 | ||
| o_ | 14.9 | 16.6 | 14.9 | 12.0 | 15.9 | 19.2 | 13.3 | 15.2 | 30.5 | 0.071 | <0.001 | |
| f_ | 8.57 | 8.51 | 6.79 | 6.87 | 7.75 | 14.8 | 7.12 | 6.71 | 17.4 | NS | 0.032 | |
| g_ | 1.89 | 1.54 | 0.73 | 1.59 | 1.58 | 1.32 | 1.62 | 0.38 | 0.74 | 0.011 | <0.001 | Enriched |
| g_ | 0.77 | 0.94 | 0.93 | 1.28 | 1.44 | 0.38 | 0.90 | 1.15 | 4.26 | NS | 0.054 | |
| f_ | 2.73 | 3.41 | 3.78 | 1.82 | 3.23 | 1.69 | 2.29 | 3.62 | 4.82 | NS | <0.001 | |
| g_ | 1.80 | 1.12 | 2.59 | 1.36 | 1.85 | 0.98 | 1.07 | 2.20 | 2.93 | NS | NS | |
| f_ | 1.63 | 2.01 | 1.01 | 0.57 | 1.74 | 1.42 | 1.35 | 1.98 | 0.85 | NS | 0.095 | |
| 1.57 | 2.07 | 2.20 | 1.16 | 1.59 | 0.87 | 1.11 | 1.30 | 0.02 | NS | NS | ||
| 31.4 | 35.9 | 24.2 | 34.3 | 33.2 | 29.8 | 29.9 | 43.9 | 12.2 | 0.071 | <0.001 | Enriched | |
| c_ | 7.57 | 7.80 | 4.52 | 6.14 | 7.75 | 5.41 | 5.96 | 13.1 | 0.63 | NS | 0.021 | |
| o_ | 2.34 | 1.57 | 1.00 | 1.84 | 2.86 | 1.20 | 1.71 | 2.20 | 0 | 0.035 | 0.005 | |
| o_ | 1.36 | 2.23 | 1.37 | 1.06 | 1.36 | 1.65 | 1.74 | 1.71 | 0 | NS | NS | |
| f_ | 1.09 | 1.43 | 0.91 | 0.85 | 0.69 | 1.46 | 1.29 | 1.45 | 0 | NS | 0.036 | |
| f_ | 2.88 | 3.60 | 1.26 | 1.90 | 2.27 | 2.08 | 1.88 | 1.60 | 0 | NS | 0.020 | |
| c_ | 5.22 | 6.24 | 5.37 | 3.80 | 5.04 | 6.90 | 7.27 | 5.39 | 0.08 | NS | 0.003 | Enriched |
| o_ | 2.66 | 3.85 | 2.83 | 2.16 | 2.80 | 4.66 | 2.91 | 4.09 | 0.08 | NS | <0.001 | Enriched |
| g_ | 1.51 | 2.51 | 2.06 | 1.01 | 1.77 | 2.84 | 1.68 | 1.71 | 0 | NS | 0.054 | |
| c_ | 1.66 | 2.83 | 2.91 | 2.51 | 2.40 | 3.09 | 2.38 | 3.14 | 0.09 | NS | NS | |
| c_ | 1.88 | 1.37 | 1.96 | 2.94 | 1.43 | 0.33 | 0.79 | 1.55 | 0 | NS | NS | Only |
| c_ | 15.1 | 17.7 | 9.45 | 18.9 | 16.6 | 14.1 | 13.5 | 20.8 | 11.4 | NS | <0.001 | Enriched |
| f_ | 7.12 | 9.76 | 5.30 | 9.02 | 8.37 | 6.43 | 6.58 | 16.0 | 11.3 | NS | 0.036 | |
| g_ | 2.24 | 2.38 | 1.11 | 2.03 | 3.18 | 2.24 | 1.51 | 2.19 | 0.19 | NS | 0.020 | Enriched |
| o_ | 1.96 | 2.12 | 0.96 | 2.88 | 1.72 | 2.66 | 1.58 | 1.87 | 0.02 | 0.083 | 0.013 | Enriched |
| f_ | 1.60 | 1.74 | 0.35 | 1.95 | 0.90 | 1.07 | 1.15 | 1.58 | 0.02 | NS | 0.051 | Enriched |
| o_ | 4.36 | 3.52 | 2.26 | 5.55 | 3.66 | 3.11 | 3.81 | 1.65 | 0 | NS | 0.008 | |
| f_ | 4.25 | 2.56 | 1.92 | 4.77 | 3.10 | 2.97 | 3.64 | 1.53 | 0 | NS | 0.042 | |
| g_ | 2.74 | 1.56 | 1.36 | 2.29 | 1.41 | 1.55 | 1.49 | 1.06 | 0 | 0.067 | NS | |
| 2.90 | 1.73 | 5.69 | 2.80 | 1.12 | 3.02 | 1.89 | 2.35 | 6.45 | 0.035 | 0.005 | ||
| g_ | 2.73 | 1.73 | 5.46 | 2.73 | 0.96 | 2.66 | 1.89 | 1.99 | 6.26 | NS | NS | |
| 2.33 | 3.61 | 5.94 | 9.70 | 2.11 | 1.99 | 5.76 | 2.80 | 0.02 | NS | NS | ||
Only the taxa over a relative abundance greater than 1% were shown.
c, Class; o, Order; f, Family; g, Genus.
Found only in the CAP. Those taxa exclusively found in the CAP of the in vitro monocultures of Ent. caudatum and Epi. caudatum are underlined.
For those taxa, only the lowest classifiable taxa were shown because their higher taxa had similar relative abundance as the taxa shown.
Relative abundance (%) of methanogenic taxa in both FLP and CAP of freshly isolated ruminal ciliate cells as quantified using qPCR.
| Total methanogens | 0.153b | 0.164b | 0.135b | 0.160b | 0.251ab | 0.416ab | 0.212b | 0.166b | 0.891a | 0.359 | <0.001 |
| 0.104 | 0.112 | 0.071 | 0.052 | 0.166 | 0.104 | 0.160 | 0.041 | 0.260 | 0.300 | <0.001 | |
| 0.035 | 0.103 | 0.014 | 0.013 | 0.019 | 0.193 | 0.110 | 0.055 | 0.335 | 0.520 | <0.001 | |
| 0.022 | <0.001 | <0.001 | 0.100 | 0.054 | <0.001 | <0.001 | 0.067 | 0.018 | 0.229 | 0.666 | |
Data are shown as means of relative abundance of individual taxa relative to total prokaryotes. n = 9 for CAP of each ciliate genus and n = 5 for FLP.
Methanosphaera stadtmanae.
Different superscripts within a row indicate significant differences (.
| 0.51 | 0.14 | 0.07 | 0.01 | 0.08 | 0.21 | 0.47 | 0.26 | 0.11 | 0.42 | 0.95 | 0.89 | |
| 0.03 | 0 | 0.01 | 0.18 | 0.58 | 0.58 | 0.03 | 0 | 0.01 | 0.18 | 0.58 | 0.58 | |
| 0.31 | 0.08 | 0.07 | 0.12 | 0.61 | 0.71 | 0.35 | 0.35 | 0.08 | 1.00 | 0.52 | 0.61 | |
| 0.12 | 0.04 | 0.57 | 0.22 | 0.73 | 0.21 | 0.56 | 0.10 | 0.30 | 0.07 | 25/72 | |
| 0 | 0 | 0.56 | 0 | 0 | 0 | 0 | 0 | 0 | 0.07 | 1/72 | |
| 0.01 | 0 | 0.09 | 0.14 | 0.10 | 0.10 | 0 | 0.26 | 0.11 | 0.04 | 8/72 | |
| Overall | 0.13 | 0.04 | 1.22 | 0.36 | 0.83 | 0.31 | 0.56 | 0.37 | 0.41 | 0.10 | 32/72 |
Data are shown as mean of relative abundance (%); n = 3 each for the FLP and the CAP of monocultures; n = 9 for the CAP of the fresh ruminal ciliate isolates; and n = 5 for the FLP of the rumen fluid sample.