Symbiosis and dysbiosis in fungus-gardening ants: ants drive microbiome structure and homeostasis of fungal symbionts
Data files
May 30, 2026 version files 283.06 KB
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OTU_Table_TA_Metadata.csv
67.13 KB
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OTU_Table_TP_Metadata.csv
101.62 KB
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OTU_Table_TS_Metadata.csv
111.38 KB
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README.md
2.93 KB
Abstract
One of the most important evolutionary transitions is the cooperation of vastly unrelated species (symbiosis). What stabilizes symbiotic associates or causes their collapse (dysbiosis) is a mystery. Recent advances due to high throughput sequencing techniques indicate that most symbioses (and eukaryotic organisms) are in fact communities of interacting bacteria, fungi in addition to macroscopic hosts and symbionts. Fungus-gardening (‘attine’) ants have had a symbiotic relationship with specific fungal lineages for millions of years. These ants are excellent model systems for exploring the basis of specificity as the host and symbionts are macroscopic and can be easily experimentally manipulated. The most derived attine ants (the ‘higher attines’) typically grow two broad clades of fungi. Most ants in the genus Trachymyrmex tend to grow Clade–B fungi, which are a group of undescribed Leucoagaricus species, whereas the leaf–cutting ants in the genera Acromyrmex and Atta tend to grow Clade–A fungi (Leucoagaricus gongylophorus). However, there are some species of Trachymyrmex that are known to grow Clade A fungi and some leaf-cutting ants that grow Clade B fungi. Previous work has shown switching the cultivar grown by Trachymyrmex septentrionalis ants, from Clade–B to Clade–A fungus, creates an unstable symbiosis between the ants and their grown cultivar, so that a sudden and catastrophic decrease in the size of their fungal garden invariably results. One hypothesis is that the stability of ant–fungal combinations is maintained by interactions among members of the microbiome of fungus–gardening ants and their fungus gardens. We explored whether changing fungal partners impacts the microbiomes of the host ants and their symbiotic fungus by performing cross fostering experiments that forced ants to grow novel fungi. Specifically, these experiments forced ants of two Trachymyrmex species (T. pomonae and T. septentrionalis) that normally grow Clade–B fungi to grow Clade–A fungi and compared these to a species that is known to growth both Clade-A and Clade-B (T. arizonensis). The experiments revealed that Trachymyrmex ants altered their novel Clade–A garden microbiomes and that these were similar to that of the ‘control or sham switched’ Clade–B fungus gardens. These results suggest that ants play a role in determining the structure of the microbiome of their fungus gardens. Since these combinations are not stable, it is possible that the ‘novel’ microbiome structured by the Trachymyrmex ants is a factor in driving symbiotic collapse. Such findings suggest each fungal clade may have specificity with assorted bacterial communities.
https://doi.org/10.5061/dryad.3ffbg79pw
"OTU_Table_TS_Metadata.csv", "OTU_Table_TP_Metadata.csv", and "OTU_Table_TA_Metadata.csv" contain the data associated with the experimental designs for Trachymyrmex septentrionalis, T. pomonae, and T. arizonensis samples respectively. Both the metadata for each sample (row) and the OTUs present in each sample.
Author Information:
A. Principal Investigator Contact Information
Name: Jon N. Seal
Institution: Department of Biology, The University of Texas at Tyler
Address: Tyler, Texas, USA
Email: [trachymyrmex@gmail.com](mailto:trachymyrmex@gmail.com)
B. Associate or Co-investigator Contact Information
Name: Blake Bringhurst
Institution: Department of Biology, The University of Texas at Tyler
Address: Tyler, Texas, USA
Email: blake.bringhurst@gmail.com
C. Associate or Co-investigator Contact Information
Name: Matthew Greenwold
Institution: Department of Biology, The University of Texas at Tyler
Address: Tyler, Texas, USA
Email: mgreenwold@uttyler.edu
D. Associate or Co-investigator Contact Information
Name: Katrin Kellner
Institution: Department of Biology, The University of Texas at Tyler
Address: Tyler, Texas, USA
Email: antkatrina@gmail.com
Breakdown of OTU Table:
Columns 1-8 contain the metadata for each T. septentrionalis and T. pomonae sample. "Sample Type" describes the overall metadata associated with the sample. "ID" is the unique sample identifier associated with the sample. "Ant or Fungus" tells if the sample is associated with the microbiome of an ant or fungal sample. "Fungal Clade" refers to the clade of the fungal garden grown by the ant used for the microbiome sample or the clade of the fungal used for the microbiome sample. For the columns labeled with "Source", "Dysbiotic", and "Symbiotic", an "X" in the row refers to the sample being associated with that column heading, while "-" refers to the sample not associated with that column heading. "Ant Species / Garden Host Species " refers to the ant/host ant species associated with the microbiome data for that sample. For the T. septentrionalis dataset, no data occurs beyond row 71 and no data occurs beyond column PA. For the T. pomonae dataset, no data occurs beyond row 61 and no data occurs beyond column PA.
Columns 1-4 contain the metadata for T. arizonensis samples. See previous paragraph for what column labels refer to. No data occurs beyond row 23 and no data occurs beyond column OW.
The OTUlabel denoted in the top row contains the full taxonomic information available for that OTU.
D_0__ denotes the OTU's kingdom, D_1__ denotes the OTU's phylum, D_2__ denotes the OTU's class, etc..
Raw Data Location:
The raw metagenome sequences for each sample have been uploaded to NCBI under the BioProject PRJNA982270.
Samples for microbiome analysis of T. pomonae and T. septentrionalis ants and fungus were taken prior to donation and during the collapse (loss) of the fungus garden in colonies growing Clade-A fungi. Samples of Clade-B fungus and ants growing Clade-B fungus were taken at the same time points to allow for a valid comparison with their respective Clade-A associated samples. As the Clade–B fungus did not collapse, fungal samples were grouped as either prior to the fungal donation to the ants, referred to as “source Clade-B” and “source Clade-A” fungi, or after the fungal donation to the ants, referred to as “symbiosis" or "symbiotic" for Clade-B fungi and “dysbiosis” or "dysbiotic" for Clade-A fungi. The samples of the ants taken prior to the fungal donation were referred to as “source” ants, while ants taken after the fungal donation were referred to as “Clade-A” and “Clade-B” ants respectively.
Samples of a single worker from the collected T. septentrionalis and T. pomonae colonies were used as the source ants. Source samples of workers from each T. septentrionalis colony were taken three weeks after the subcolonies received their fungus donations. This delay was done to allow the microbiome of the ants to adjust to lab conditions and reduce the impact of transient environmental taxa between source and switch comparisons (Rowan, 2021). As the T. pomonae colonies were collected in 2019 and had their microbiomes adjusted to the laboratory setting, their source samples were taken at the inception of the study. Five samples of small fungus trimmings from the fungal gardens serving as the cultivar donation sources were collected at the inception of the experiment and act as the source fungus samples.
Samples of a single worker and small trimming of fungus from T. septentrionalis and T. pomonae subcolonies were taken monthly to ensure there was a sample prior to any unforeseen total collapse of the fungal gardens. At the time of a collapse, a single worker and small trimming of fungus were sampled for microbiome analysis, with all remaining ants and healthy fungus put in vials of 100% ethanol for future potential analyses. At the point where all Clade-A subcolonies collapsed, the remaining Clade-B subcolonies had a single worker and small trimming of fungus sampled for microbiome analysis, with all remaining ants and healthy fungus put in vials of 100% ethanol for future potential analyses. These final samples act as the post-donation samples for the ants and fungus. As no unforeseen total collapses occurred, all post-donation ant and fungus samples occurred utilizing the latter methods.
As the T. arizonensis colonies were based off an initial donation to a newly mated queen, were not expected to collapse, and had been established in the laboratory for years, no source ants or fungus samples were taken. Post-donation samples for T. arizonensis were taken at approximately five years after the queens were provided their fungal cultivars. Samples for microbiome analysis of Clade-A gardens and their ants were referred to as “Clade-A” fungi and ants, while Clade-B gardens and their ants were referred to as “Clade-B” fungi and ants. These samples consisted of a single worker and small snippet of fungus. All microbiome samples were collected using sterilized ethanol–flamed forceps, with the ant or fungus trimming placed in screw–capped vials filled with 400 μL of 100% ethanol. Samples were then stored in a –80 °C freezer until sequencing.
DNA extraction and sequencing of the 16S samples was performed at MR DNA in Shallowater, Texas (http://www.mrdnalab.com/). DNA extractions were conducted using Qiagen DNEasy Powersoil Pro Kits (Qiagen item no. 12888). The sequencing provider conducts regular negative controls. DNA sequences were amplified from whole ants and fungus using primers 27F 5’AGRGTTTGATCMTGGCTCAG and 519R 5’GTNTTACNGCGGCKGCTG that span the V1-V3 hypervariable regions of the 16S rRNA gene (Ishak et al., 2011b). Sequences were amplified using the HotStarTaq Plus Master Mix Kit (Qiagen) under the following conditions: 94°C for 3 minutes, followed by 28 cycles of 94°C for 30 seconds, 53°C for 40 seconds and 72°C for 1 minute, after which a final elongation step at 72°C for 5 minutes was performed. After the samples were amplified and checked for adequate genetic yields, the sub-samples were pooled back together and purified using calibrated Ampure XP beads. The purified and pooled PCR product was used to create a DNA library and sequenced using the Illumina MiSeq platform in PEx300 mode.
Microbiome sequences from MR DNA were processed using Qiime2–2020.6 (Qiime2) (Bolyen et al., 2019). To input the sequences into Qiime2, sequences were first processed utilizing the MR DNA Fastq Processor (http://www.mrdnalab.com/mrdnafreesoftware/fastq–processor.html) in order for the sequences to be converted into a format (Earth Microbiome Project) that Qiime2 accepts. The demux plugin (https://github.com/qiime2/q2–demux) was used to demultiplex the inputted sequences and the DADA2 plugin was used to denoise the data (Callahan et al., 2016). The demux package and DADA2 were utilized as they have been consistently used for ant and insect microbiome analyses (Deguenon et al., 2019; Flynn et al., 2021; Ramalho et al., 2020). When using the DADA2 plugin, sequences associated with T. arizonensis and T. pomonae were truncated down to 280 base pairs, while sequences associated with T. septentrionalis were truncated down to 260 base pairs, as the average quality score dipped below 20 beyond these points. Taxonomy classification with 99% operational taxonomic unit (OTU) similarity was performed utilizing the SILVA 138_QIIME database (Quast et al., 2013; Yilmaz et al., 2014). To do this, a taxonomic classifier was created using the “feature–classifier fit–classifier–naive–bayes” command and the SILVA database (Bokulich et al., 2018). This classifier was used to assign sequences a taxonomic classification using the “feature–classifier” plugin (Bokulich et al., 2018) with the “classify–sklearn” command. An OTU table for each species was created by inputting a tabulated taxonomic bar plot, created using the “taxa barplot” command, of the sequences into Qiime2 View (https://view.qiime2.org). The utilized Qiime2 processing pipeline has been deposited on GitHub (https://github.com/bsbringhurst/Consequences–of–Horizontal–Fungus–Exchange). Sequences that were classified as chloroplasts, mitochondria, or unassigned were manually removed from the OTU tables. Attached are these OTU tables, along with the sample associated metadata, in .csv format.
