Hungry Hungry Lucies BY04
Starvation Experiment
Background
Hydrogen sulphide is critical to the lucinid symbiosis because the endosymbionts use it as an energy source to fix the carbon in order to provide for the host’s nutritional requirements. Rearing clams in starvation conditions (i.e. sulphide-free aquaria) for an extended duration leads to the gradual degradation and loss of endosymbionts in the bacteriocytes. Furthermore, the inability of endosymbionts to provide for their host nutritionally could signal a change in the status of the symbiotic relationship to the host. However, the molecular mechanisms regulating the loss and degradation of symbiont bacteria under these conditions are not known. We hypothesise that the loss of symbionts under sulphide deprivation is regulated by interactions between metabolic and immune processes in the host. To test this hypothesis, this project has been organised into three parallel approaches: (1) Symbiont abundance assay, (2) Microscopy of the gills, and (3) Dual RNA-Seq to investigate the transcriptional changes and cellular responses associated with the gradual reduction in endosymbiont abundance during sulphide deprivation. This study aims to provide important insights into the molecular and cellular mechanisms the host uses to control symbiont abundance.
Clam collection
Clam metadata
- Species - Loripes orbiculatus
- Collection date: 17 July 2018
- Collection location: Bay of Fetovaia Elba
- Collection coordinates: 42.7345214,10.1529408
- Collection method: diving, digging
Loripes orbiculatus specimens were collected in the Fetovaia Bay, Elba island, Italy (N 42°43‘49.0 E 10°09‘20.5) in July 2018. The collection site was at 7 m depth and in the proximity of a Posidonia oceanica seagrass meadow. The clams were collected by digging up and sieving of the sediment. A subset of ten collected clams was immediately dissected and one gill ctenidium was fixed in 4% paraformaldehyde (PFA) for FISH (Suppl. protocol 2), the other gill and the rest of the body were fixed in RNAlater™(Thermo Fischer Scientific) according to the manufacturer’s instructions and stored at -20°C.
Experimental Conditions
Aquarium parameters
- Salinity: 38ppt
- Temperature: 22-24 degrees
- Volume: 50L unfiltered seawater from Elba
- No water changes were performed throughout the experiment
Microcosm descriptions
- 18 microcosms, each individually aerated
- Plastic jars 500ml
- N=4 clams per jar
- Sediment originated from the luci Posidonia patch (same location where clams were collected). Filled to a of depth 5.5cm (roughly 320 cubic centimetres)
- Conditions: ⋅⋅* N=9 jars Sulphidic: ⋅⋅⋅ Seagrass debris stuff in coffee filters lining base of container and then covered with sand ⋅⋅* N=9 jars Washed sediment: ⋅⋅⋅ Sand washed 4-5 times with unfiltered seawater to remove sulphides and organic material
Experimental design:
- All clams were dissected and sampled as follows: 1 gill fixed in 4% PFA-MOPS and all remaining tissue preserved in RNALater.
- Fresh clams were sampled on 17 July 2018 immediately after collection.
- The remaining fresh clams were brought back to Vienna and placed in either a organic matter-supplemented microcosm or a washed sediment microcosm (n=5 per container).
- Clams were sampled at three time points after this: T+2 weeks (1 Aug 2018), T+6 weeks (1 Sept 2018), and T+10 weeks post from T0 (27 Sept 2018).
- All time points were used for symbiont abundance assays
- FISH and RNA-Seq were carried out only on samples from the final time point, T+10W (2month)
Experiment log:
1 Aug 2018 (T+2 weeks):
Clams from both treatments had dark gills and the overwhelming majority of were heavy with gametes. It's reproductive season and the clams are using much more energy for gamete production. They could be relying more heavily on symbionts for nutrition - digestion or nutrient transfer (not mutually exclusive). Sediment from sulphide treatment was a little darker but this doesn't necessarily indicate presence of sulphide that the clams can use. Clams from T+2 week treatment were dug up and I fixed one ctenidium in 4% PFA-MOPS (1mL) and preserved the remainder of the clam (including all organs and shells) in RNAlater (3mL).
17 Aug 2018:
Sediment from sulphide treatment was still a little darker but did not smell as strongly of sulphide as it did when the sediment was first placed in the containers. I checked clams from sulphide treatment jar and they had dark gills. This suggests there was not enough sulphide build up in the sediment, perhaps because it takes time for the community to establish. Stirred up sediment in washed treatments to aerate and reduce sulphide availability. Added more a tablespoon of extra seagrass debris to the sulphide treatment jars and delay sampling
1 Sept 2018 (T+6 weeks):
Sulphide treatments microcosms were consistently darker than the washed sediment microcosms. The washed sediment microcosms were not as light as expected compared to some of the other tubs of non-experimental clams. Clams were in good condition and all alive. Most clams did not have gametes (maybe 5 out 24 - double check in pictures). When gametes were found, only sperm was observed, never eggs. This probably indicates the end of the reproductive season. The sulphide supplemented clam gills were mostly quite pale, dense and opaque with one or two exceptions. The washed sediment clams had generally pale gills too but these gills were not as dense as sulphide clams. This observation is based on the opacity of the gills under light and observations of thickness. Every pairwise comparison indicated that more light penetrated the washed sediment clams.
27 Sept 2018 (T+10 weeks)
Similar observations to previous time point. Clams in sulphide supplemented treatments had paler denser gills than sulphide-deprived clams. Porewater from 2month sulphide treatment was highly sulphidic. Visible precipitation immediately once the water came in contact with the zinc acetate. Too much sulphide in S22M container and all clams except one in this treatment were recently deceased as suggested by the presence of decomposing tissue.
Sample codes
ID codes for each experimental replicate and biological replicates:
- TreatmentRep#_Timepoint_BiologicalRep#
- Example: W#_2W_1 or S#_1M_4. Where W - washed, S - sulphide, 2W - 2 weeks, 1M - 1 month
Pore water collection
Pore water extracted using rhizons. Only 2cm of rhizon was left exposed for extraction, the remainder of the pore segment was parafilmed to prevent surface water contamination. Flushing rhizons - rapidly clogged, extraction is very very slow. Took a total of two hours to obtain 3 sub-samples from each treatment replicate
- Flush by sucking up MQ and releasing MQ.
- Removed all MQ from rhizon by sucking until only air comes out
- Before next use, insert rhizon into sediment, suck up pore water with flushing syringe until air reaches the rhizon tube/syringe interface.
- Replace flushing syringe with syringe containing 1ml 4% zince acetate Note: Was not able to withdraw much more than 1 ml of pore water from first sub-sample attempt. Subsequent samples were even harder, volume of water extracted for all subsequent samples was 0.5ml (adjusted zinc acetate volume t0 0.5ml)
Wet lab protocols
Nucleic acid extraction
DNA and total RNA were extracted from the gills using the TRIzol™ (Thermo Fischer Scientific) extraction protocol with the following modifications. Manual tissue homogenisation carried out using tissue grinders and glass beads. Bromochloropropane (BCP) was used for phase separation and DNA was extracted using the back extraction buffer (4 M guanidine thiocyanate, 50 mM sodium citrate and 1 M Tris). The extracted DNA and RNA were quantified with the Qubit 4 Fluorometer (Thermo Fischer Scientific) using a Qubit dsDNA BR Assay Kit (Thermo Fischer Scientific) and Qubit RNA BR Assay Kit, respectively. Total RNA was treated with DNAse using the Turbo DNAse kit.
Tissue embedding and Fluorescence in situ Hybridisation
Based on the data from qPCR assays, six samples were chosen for microscopic analysis of changes in symbiont abundance. Three PFA fixed gills from individuals of each treatment group at the T+10 weeks time point were embedding in paraffin at the Histopathology facility in Vienna BioCenter Core Facilities GmbH. The embedded samples were cut using a Leica RM2235 microtome. Five and seven µm thick samples were placed on SuperFrost Ultra Plus™ Adhesion Slides (Thermo Fischer Scientific) and further dewaxed using Roti®-Histol according to the manufacturer’s protocol. FISH was performed using probes targeting Eukaryota, Gammaproteobacteria, Ca. Thiodiazotropha endoloripes as well as a non-binding probe. The hybridizations on gill sections separated with Pap-Pen were performed using 35% formamide for three hours at 46°C. After the hybridization, the slides were incubated in washing buffer for 15 min at 48°C followed by quick rinse in ice-cold MilliQ. The sections were additionally stained with DAPI (1 g/ml) and mounted in CitiFluor™. The visualisation was done using CLSM Leica TCS SP8X with Leica CTR 6500 laser and LASX Software.
Probe name | Specificity | Sequence (5’- 3’) | Conjugated dye |
---|---|---|---|
EUK516 | Eukarya | ACC AGA CTT GCC CTC C | Fluos |
Gam42a | Gammaproteobacteria | GCC TTC CCA CAT CGT TT | Cy5 |
845 | Ca. Thiodiazotropha endoloripes | TTA GCT GCG CCA CTA AAC CCT | Cy3 |
Non-338 | Negative control | ACT CCT ACG GGA GGC AGC | Cy3 |
ddPCR symbiont specific primers
Target | ID | Primer sequence 5'-3' | Start | End | Oligo size | Direction | Amplicon size | TM |
---|---|---|---|---|---|---|---|---|
Urease gamma subunit (UreA) | UREA37F1 | CTGTTTACGGCGGGACTGCT | 37 | 56 | 20 | forward | 279 | 62.8 |
Urease gamma subunit (UreA) | UREA315R1 | GTCACGCTCGGTGGGTAGAA | 296 | 315 | 20 | reverse | 279 | 61.9 |
Nitrite reductase (NirS) | NIRS19F1 | CCAAGCGTGAGGACCGGTAT | 19 | 38 | 20 | forward | 385 | 62 |
Nitrite reductase (NirS) | NIRS403R1 | GGCGCTCTTTCATCAAGGCC | 384 | 403 | 20 | reverse | 385 | 62 |
Sequencing info
- Total RNA underwent rRNA depletion using the riboZero kit.
- Library prep was carried out using the NEB kit
- Libraries were sequenced through the JMF at the BSF on the HiSeq 4000 to generate approximately 35 million 2x100bp reads per library
All raw files, important intermediate and final output files are located in this project folder /lisc/project/dome/Marine_Symbiosis/BY04_LoripesStarvationExp Active work is be done here: /lisc/scratch/dome/yuen/BY04_LoripesStarvationExp/
Sample details
SampleID | BSF sample ID | JMF sample ID | User sample ID | Sample description | Experiment_sample_ID | BSF_code | Lane | Size | LucA_alignment % overall alignment rate | LucE_alignment % overall alignment rate | non_rRNA_reads |
---|---|---|---|---|---|---|---|---|---|---|---|
0001_S56887 | S56887 | JMF-1905-3-0001 | 1A | Freshly collected | F1 | 86423 | 3 | 19032942412 | 20.98 | 17.06 | Total reads failing E-value threshold = 54050707 (69.16%) |
0002_S56885 | S56885 | JMF-1905-3-0002 | 1B | Freshly collected | F2 | 86424 | 3 | 17222152450 | 19.55 | 22.17 | Total reads failing E-value threshold = 31195285 (44.11%) |
0003_S56882 | S56882 | JMF-1905-3-0003 | 1C | Freshly collected | F3 | 86425 | 2 | 21723622182 | 23.2 | 19.19 | Total reads failing E-value threshold = 52619809 (58.99%) |
0005_S56880 | S56880 | JMF-1905-3-0005 | 1E | Freshly collected | F6 | 86427 | 2 | 11524604826 | 20.91 | 24.88 | Total reads failing E-value threshold = 24890873 (52.60%) |
0006_S56881 | S56881 | JMF-1905-3-0006 | 1F | Freshly collected | F7 | 86428 | 2 | 34505383312 | 28.65 | 23.33 | Total reads failing E-value threshold = 70958397 (50.08%) |
0007_S56878 | S56878 | JMF-1905-3-0007 | 1G | Sulphidic sediment | S12M1 | 86429 | 2 | 11365303076 | 10.02 | 9.41 | Total reads failing E-value threshold = 45258868 (96.97%) |
0008_S56886 | S56886 | JMF-1905-3-0008 | 1H | Sulphidic sediment | S12M3 | 86430 | 3 | 13072491026 | 5.1 | 5.32 | Total reads failing E-value threshold = 34690286 (64.62%) |
0009_S56879 | S56879 | JMF-1905-3-0009 | 2A | Sulphidic sediment | S12M4 | 86431 | 2 | 9255825914 | 10.96 | 9.42 | Total reads failing E-value threshold = 34191756 (89.96%) |
0010_S56876 | S56876 | JMF-1905-3-0010 | 2B | Sulphidic sediment | S32M3 | 86432 | 2 | 8666977788 | 7.3 | 7.02 | Total reads failing E-value threshold = 33705050 (94.70%) |
0011_S56877 | S56877 | JMF-1905-3-0011 | 2C | Sulphidic sediment | S32M4 | 86433 | 2 | 20702722224 | 7.64 | 7.37 | Total reads failing E-value threshold = 65225355 (76.72%) |
0012_S56883 | S56883 | JMF-1905-3-0012 | 2D | Washed sediment | W12M3 | 86434 | 3 | 8402740832 | 3.92 | 3.61 | Total reads failing E-value threshold = 31467771 (91.20%) |
0013_S56884 | S56884 | JMF-1905-3-0013 | 2E | Washed sediment | W22M2 | 86435 | 3 | 14496283058 | 4.44 | 5.23 | Total reads failing E-value threshold = 42513638 (71.42%) |
0014_S56889 | S56889 | JMF-1905-3-0014 | 2F | Washed sediment | W22M3 | 86436 | 3 | 22965038638 | 0.39 | 0.64 | Total reads failing E-value threshold = 73256630 (77.68%) |
0015_S56888 | S56888 | JMF-1905-3-0015 | 2G | Washed sediment | W22M4 | 86437 | 3 | 11698429090 | 1.99 | 2.25 | Total reads failing E-value threshold = 35841155 (74.61%) |
0016_S56890 | S56890 | JMF-1905-3-0016 | 2H | Washed sediment | W32M3 | 86438 | 3 | 10395674794 | 6.89 | 6.15 | Total reads failing E-value threshold = 41046574 (96.15%) |
0017_S56875 | S56875 | JMF-1905-3-0017 | 3A | Washed sediment | W32M4 | 86439 | 2 | 7739725378 | 5.21 | 4.62 | Total reads failing E-value threshold = 25420112 (79.98%) |
Bioinformatics workflow
- 1_bamtofastq_1.sh #convert raw reads to fastq files
- 1_fastqc_1.sh #check quality of fastq files
- 2_rcorrector_1.sh #read correction
- 2_FilterUncorrectabledPEfastq.sh #filter out uncorrectable reads
- 3_sortmerna #remove rRNA reads
- 3_sortmerna_merge_1.sh
- 3_sortmerna2.1_search_1.sh
- 3_sortmerna_split.sh
- 4_trimmomatic_t20_1.sh #remove adaptors and quality trimming
- 5_bt2map_symbremove_2.sh #map reads to combined LucA (Ca. T. weberae) and E (Ca. T. lotti) genomes to remove symbiont reads for host differential expression experiment
- 6_convert_bam_to_fastq #extract unmapped reads
- 7_salmonquant_loop_3.sh #map host reads to reference transcriptome
- 8_symbiont_read_mapping #map reads to individual symbiont genomes
- bbmap_lucA.sh
- bbmap_lucE.sh