Interspecies interactions drive community-level selection in microbial coalescence
Data files
Apr 28, 2026 version files 2.09 GB
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coalescence_data.zip
2.09 GB
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README.md
4.96 KB
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Sample_Sheet.xlsx
174.42 KB
Aug 18, 2026 version files 2.10 GB
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coalescence_data.zip
2.09 GB
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README.md
6.72 KB
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Sample_Sheet.xlsx
174.42 KB
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Supplementary_Data_Tables.xlsx
1.87 MB
Abstract
Whether communities behave as cohesive units or loose collections of independent species remains a fundamental question in ecology. Here, we study this question through community coalescence---the mixing of previously isolated communities. Using bacterial microcosm experiments and ecological modeling, we show that interspecific interaction strength determines whether community-level selection occurs. At moderate to strong interactions, community-level selection is frequent, with one parent community outcompeting the other. At weak interactions, species respond independently and symmetric mixtures predominate. Experiments tuning interaction strength via nutrient concentration confirm these predictions. We further identify two regimes underlying community-level selection: an emergent regime where collective dynamics shape outcomes unpredictably, and a species-driven regime where dominant species determine the winner. Our findings reconcile conflicting observations by showing that interaction strength governs when communities behave as units of selection.
Dataset DOI: 10.5061/dryad.2z34tmq0z
Description of the data and file structure
Data from: Interspecies Interactions Drive Community-Level Selection in Microbial Coalescence
Files and variables
coalescence_data.zip— 1.93 GB (primary data archive containing raw FASTQ files)Sample_Sheet.xlsx— consolidated sample sheet (Metadata for data incoalescence_data.zip)Supplementary_Data_Tables.xlsx— 1.92 MB (consolidated processed-data workbook: ASV relative-abundance tables, per-community diversity measures, per-coalescence-event compositional metrics, and simulated coalescence event tables)README.md— 2.02 KB (original Dryad README)
Coalescence_data( coalescence_data.zip)
The archive contains:
- Raw sequencing data in FASTQ format (paired-end Illumina reads, one pair of files per sample).
FASTQ naming convention
FASTQ files follow the pattern:
<SampleID>_L<lane number>_R<read direction>_001.fastq.gz
Where:
SampleID= unique sample identifier — matches thesample_idcolumn in the sample sheet (e.g.P1-25)L= lane number (e.g.,L001)R1= forward read,R2= reverse read001= file part index (often001)
Example: P1-25_L001_R1_001.fastq.gz and P1-25_L001_R2_001.fastq.gz
Sample sheet (Sample_Sheet.xlsx)
A three-sheet Excel workbook provided as a top-level file alongside coalescence_data.zip. Contains per-sample metadata, coalescence pairings, and ASV taxonomy. The sample_id column is the primary key linking this file to the FASTQ filename prefixes inside coalescence_data.zip.
Sheet 1: samples — 588 rows, one per sequenced community
Per-sample metadata for all sequenced communities, including experimental design, coalescence parentage, and endpoint phenotypic measurements.
sample_id= unique sample identifier (e.g.,P1-25); matches the FASTQ filename prefixcommunity_origin=Synthetic(12-species defined pool) orNatural(environmental community)medium= nitrogen level:Nutr-(low N),Base(medium N), orNutr+(high N)sample_type=Subcommunity(single-ancestor) orCoalescence(mixture of two subcommunities)replicate= biological replicate index (1 or 2)community_idx= community number within its (origin, medium, sample_type, replicate) grouptimepoint=Final(endpoint of the assembly experiment; only timepoint included)parent_1_community_idx,parent_2_community_idx= forCoalescencerows only, thecommunity_idxof the two parent subcommunities (resolved viacoalescence_recipe); empty forSubcommunityrowsparent_1_sample_id,parent_2_sample_id= forCoalescencerows only, thesample_idof the two parent subcommunities (same medium and replicate)OD_final_mean,OD_final_std= mean and standard deviation of seven OD600 endpoint readings (fieldOD1…fieldOD7)pH_final_mean,pH_final_std= mean and standard deviation of seven endpoint pH readings (fieldPH1…fieldPH7)growth_curve_AUC_mean= mean of three growth-curve area-under-curve measurements (fieldGC1…fieldGC3)fieldOD1…fieldOD7= raw endpoint OD600 readings (technical replicates)fieldPH1…fieldPH7= raw endpoint pH readings (technical replicates)fieldGC1…fieldGC3= raw growth-curve AUC measurements (technical replicates)notes= reason for data-quality flag (empty if none); possible values:no reads in coalescence result,no file,MN E7 missing,MN24 CC, excess unwanted ASVs (likely mislabel),ASV not in subcommunities at >0.3 abundance. Flagged samples are excluded from downstream analyses in the accompanying paper.
Sheet 2: coalescence_recipe — 62 rows
Mapping of coalescence events to their parent subcommunities. Each row defines one mixing event.
event_id= sequential index across both origins (1–62)community_origin=Synthetic(47 events) orNatural(15 events)coalescence_community_idx= thecommunity_idxof the resulting coalescence communityparent_1_community_idx,parent_2_community_idx= thecommunity_idxvalues of the two parent subcommunities that were mixed; resolved to specificsample_ids in thesamplessheet via the (origin, medium, replicate, community_idx) tuple
Sheet 3: asv_taxonomy — 167 rows (43 synthetic + 124 natural)
Taxonomic assignments and representative sequences for all ASVs detected across the two experiments.
community_origin=SyntheticorNatural; indicates which experiment this ASV is part ofasv_id= ASV label (e.g.,ASV1); numbering is independent between origins (synthetic ASV1 ≠ natural ASV1)kingdom,phylum,class,order,family,genus= taxonomic assignment from GreenGenes (16S rRNA gene)unique_sequence= representative 16S V4 amplicon nucleotide sequence for the ASV (~253 bp)
File: Supplementary_Data_Tables.xlsx
Description: Ten-sheet Excel workbook, preceded by a README index sheet, containing the processed data tables underlying the figures in the manuscript. It complements the raw sequencing reads in coalescence_data.zip and the sample-level metadata in Sample_Sheet.xlsx.
ASV_Abundance_Synthetic(461 rows) Per-sample ASV relative abundances for the synthetic experiment.ASV_Taxonomy_Synthetic(43 rows) Taxonomy and representative sequence for each synthetic ASV.ASV_Abundance_Natural(126 rows) Per-sample ASV relative abundances for the natural experiment.ASV_Taxonomy_Natural(124 rows) Taxonomy and representative sequence for each natural ASV.Communities_Synthetic(462 rows) Per-community metadata, OD, pH, AUC, and diversity metrics for the synthetic experiment.Communities_Natural(126 rows) Per-community metadata, OD, pH, AUC, and diversity metrics for the natural experiment.CoalescenceEvents_Synthetic(282 rows) Per-event metadata, OD, pH, and coalescence metrics for the synthetic experiment.CoalescenceEvents_Natural(90 rows) Per-event metadata, OD, pH, and coalescence metrics for the natural experiment.SimulatedEvents(900 rows) Simulated generalized Lotka–Volterra (gLV) coalescence events from the primary model.SimulatedEvents_Uniform(900 rows) Simulated coalescence events from the uniform-interaction sensitivity variant; cosine metrics are omitted
Access information
The files will be available for public download after the dataset has been approved and published by Dryad.
Changes after Apr 28, 2026:
Added Coalescence_Processed_Data_Tables.xlsx, a consolidated workbook containing the processed data tables referenced in the manuscript's Data Availability statement that were not included in the original deposit:
- ASV relative-abundance tables (synthetic and natural-sample-derived community experiments)
- Per-community endpoint OD, pH, and diversity measurements (richness, Shannon-type, Simpson-type) at multiple relative-abundance detection thresholds
- Per-coalescence-event compositional similarity, additivity, and asymmetry metrics (synthetic and natural experiments)
- Simulated coalescence event tables from the generalized Lotka–Volterra model (primary and uniform-interaction-coefficient sensitivity variant)
Each sheet includes a column-level glossary describing every field. No previously deposited files were altered or removed.
