← All .science files
pmid:27536273
A Metaproteomic Analysis of the Response of a Freshwater Microbial Community under Nutrient Enrichment.
David A Russo · Narciso Couto · Andrew P Beckerman · Jagroop Pandhal
Frontiers in microbiology · 2016 doi:10.3389/fmicb.2016.01172
Paper
complete
Experiment
complete
Data
partial
Analysis
absent
Execution
absent
Execution evidence has not yet been added to this .science file. Explore its methods, data and open questions to plan the next step.
Record details sci_version · id · kind · revision · content_hash · schema · created_at · updated_at · generator
paper object · 10 fields
authors array · 4 items
claims array · 2 items
[0] object · 6 fields
[1] object · 6 fields
evidence array · 2 items
[0] object · 3 fields
gaps array · 0 items
experiment object · 8 fields
steps array · 3 items
[0] object · 13 fields
parameters object · 0 fields
inputs array · 1 item
outputs array · 1 item
instruments array · 0 items
reagents array · 0 items
[1] object · 13 fields
parameters object · 0 fields
inputs array · 1 item
outputs array · 1 item
instruments array · 0 items
reagents array · 0 items
[2] object · 13 fields
parameters object · 0 fields
inputs array · 1 item
outputs array · 1 item
instruments array · 0 items
reagents array · 0 items
materials array · 0 items
instruments array · 0 items
reagents array · 0 items
conditions object · 0 fields
gaps array · 0 items
data object · 3 fields
assets array · 4 items
[0] object · 15 fields
structure object · 4 fields
[1] object · 15 fields
structure object · 15 fields
sample_accessions array · 0 items
[2] object · 15 fields
structure object · 15 fields
sample_accessions array · 0 items
[3] object · 16 fields
structure object · 5 fields
table object · 8 fields
rows array · 21 items
[0] array · 4 items
[1] array · 4 items
[2] array · 4 items
[3] array · 4 items
[4] array · 4 items
[5] array · 4 items
[6] array · 4 items
[7] array · 4 items
[8] array · 4 items
[9] array · 4 items
[10] array · 4 items
[11] array · 4 items
[12] array · 4 items
[13] array · 4 items
[14] array · 4 items
[15] array · 4 items
[16] array · 4 items
[17] array · 4 items
[18] array · 4 items
[19] array · 4 items
[20] array · 1 item
gaps array · 4 items
capability object · 3 fields
requirements array · 1 item
[0] object · 6 fields
assay_families array · 9 items
gaps array · 0 items
readiness object · 8 fields
axes object · 3 fields
method object · 5 fields
required_operations array · 0 items
missing_operations array · 0 items
capability object · 4 fields
data object · 6 fields
accessions array · 2 items
resolved_accessions array · 1 item
statements array · 1 item
can_run object · 3 fields
dsl_operations array · 0 items
assets array · 3 items
steps array · 1 item
must_build object · 5 fields
dsl_operations array · 0 items
converters array · 0 items
readers array · 0 items
capabilities array · 0 items
data_gaps array · 1 item
gaps array · 1 item
review object · 5 fields
machine_critique object · 5 fields
reader object · 5 fields
evidence_check object · 2 fields
usage object · 3 fields
stages array · 1 item
[0] object · 4 fields
gaps array · 3 items
provenance object · 7 fields
entities array · 3 items
activities array · 3 items
[0] object · 4 fields
used array · 3 items
[0] object · 3 fields
[1] object · 3 fields
[2] object · 3 fields
[1] object · 4 fields
agents array · 2 items
lineage object · 4 fields
gaps array · 10 items
Complete file
{"sci_version": "1.0", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:27536273", "kind": "science-record", "revision": 3, "content_hash": "sha256:5802cee939787a07bc1bf679bbf1d0e82839031b6eaab20a396fbcd91874f12b", "created_at": "2026-11-01T15:40:19Z", "updated_at": "2026-11-01T18:48:17Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "A Metaproteomic Analysis of the Response of a Freshwater Microbial Community under Nutrient Enrichment.", "doi": "10.3389/fmicb.2016.01172", "pmid": "27536273", "authors": ["David A Russo", "Narciso Couto", "Andrew P Beckerman", "Jagroop Pandhal"], "journal": "Frontiers in microbiology", "year": 2016, "abstract": "Eutrophication can lead to an uncontrollable increase in algal biomass, which has repercussions for the entire microbial and pelagic community. Studies have shown how nutrient enrichment affects microbial species succession, however details regarding the impact on community functionality are rare. Here, we applied a metaproteomic approach to investigate the functional changes to algal and bacterial communities, over time, in oligotrophic and eutrophic conditions, in freshwater microcosms. Samples were taken early during algal and cyanobacterial dominance and later under bacterial dominance. 1048 proteins, from the two treatments and two timepoints, were identified and quantified by their exponentially modified protein abundance index. In oligotrophic conditions, Bacteroidetes express extracellular hydrolases and Ton-B dependent receptors to degrade and transport high molecular weight compounds captured while attached to the phycosphere. Alpha- and Beta-proteobacteria were found to capture different substrates from algal exudate (carbohydrates and amino acids, respectively) suggesting resource partitioning to avoid direct competition. In eutrophic conditions, environmental adaptation proteins from cyanobacteria suggested better resilience compared to algae in a low carbon nutrient enriched environment. This study provides insight into differences in functional microbial processes between oligo- and eutrophic conditions at different timepoints and highlights how primary producers control bacterial resources in freshwater environments. The data have been deposited to the ProteomeXchange with identifier PXD004592.", "claims": [{"id": "claim-data-access", "statement": "The data have been deposited to the ProteomeXchange with identifier PXD004592.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:27536273", "locator": "sections[0] \"Abstract\" paragraph 1", "quote": "The data have been deposited to the ProteomeXchange with identifier PXD004592."}], "state": "complete"}, {"id": "claim-target-result", "statement": "The study used label-free comparative metaproteomics with the exponentially modified protein abundance index to identify and quantify 1048 proteins, and deposited the source proteomics data in ProteomeXchange under identifier PXD004592.", "kind": "qualitative", "target": null, "evidence": [{"asset": "source:pmid:27536273", "locator": "sections[0] \"Abstract\" paragraph 1", "quote": "1048 proteins, from the two treatments and two timepoints, were identified and quantified by their exponentially modified protein abundance index."}, {"asset": "source:pmid:27536273", "locator": "sections[0] \"Abstract\" paragraph 1", "quote": "The data have been deposited to the ProteomeXchange with identifier PXD004592."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "complete", "objective": "The study used label-free comparative metaproteomics with the exponentially modified protein abundance index to identify and quantify 1048 proteins, and deposited the source proteomics data in ProteomeXchange under identifier PXD004592.", "steps": [{"id": "read_published_estimate", "order": 1, "name": "Read the published estimate from the source", "kind": "other", "state": "complete", "blocked_on": null, "description": "The claim, method and evidence span published with the source article.", "duration_hours": null, "parameters": {}, "inputs": ["source:pmid:27536273"], "outputs": ["the published estimate and its evidence"], "instruments": [], "reagents": []}, {"id": "obtain_source_data", "order": 2, "name": "Obtain the source data from the named repository", "kind": "data-preparation", "state": "complete", "blocked_on": null, "description": "The GEO series accession resolves and its sample accessions are listed. This lane did not download the dataset or read its licence.", "duration_hours": null, "parameters": {}, "inputs": ["data:geo:PXD004592"], "outputs": ["the source data with its repository provenance"], "instruments": [], "reagents": []}, {"id": "run_analysis", "order": 3, "name": "Run the published analysis", "kind": "analysis", "state": "complete", "blocked_on": null, "description": "Apply the paper's statistical method to the resolved series and compare the result with the published target.", "duration_hours": null, "parameters": {}, "inputs": ["data:geo:PXD004592"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:27536273", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.3389/fmicb.2016.01172", "sha256": "sha256:b10d97d5dcfde5b7ae3550ccd788cbbfda3027fd81af36750857fc32cbb5b4fb", "bytes": 76081, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.3389/fmicb.2016.01172", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC4971099", "source": "europe_pmc_fulltext", "coverage": "whole_body", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:PXD004592", "role": "raw", "format": "geo-series", "media_type": "application/vnd.ncbi.geo-series+json", "uri": "https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=PXD004592", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "PXD004592", "version": null, "note": "The data have been deposited to the ProteomeXchange with identifier PXD004592.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The data have been deposited to the ProteomeXchange with identifier PXD004592.", "access_statement_kind": "data_availability_statement", "sample_accessions": [], "sample_count": null, "group_sizes": null, "group_sizes_basis": null, "platform": null, "taxon": null, "title": "A metaproteomic analysis of the response of a freshwater microbial community under nutrient enrichment", "resolution_checked_at": "2026-10-31T18:35:55Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "data:geo:PRJEB12443", "role": "raw", "format": "geo-series", "media_type": "application/vnd.ncbi.geo-series+json", "uri": "https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=PRJEB12443", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "PRJEB12443", "version": null, "note": "The data have been deposited to the ProteomeXchange with identifier PXD004592.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The data have been deposited to the ProteomeXchange with identifier PXD004592.", "access_statement_kind": "data_availability_statement", "sample_accessions": [], "sample_count": null, "group_sizes": null, "group_sizes_basis": null, "platform": null, "taxon": null, "title": null, "resolution_checked_at": "2026-10-31T18:35:43Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}, {"id": "asset:table:pmid:27536273:1", "role": "table", "format": "jats-table", "media_type": "application/vnd.jats.table+json", "uri": null, "sha256": "sha256:a2c326bd1a836889142808ea60fb4c2953b4c6d4407acec2de63edfcfc14a495", "bytes": 1329, "access": "open", "state": "verified", "reader": "read_table", "reader_status": "available", "identifier": "section[12]/table-wrap[1]#T1", "version": null, "note": "List of the eukaryotic and prokaryotic organisms in the experimental freshwater microbial community inoculum, with an abundance higher than 1%, as determined by 16 and 18S rDNA sequencing.", "structure": {"pmcid": "PMC4971099", "section_index": 12, "section_title": "Protein Identification and Quantification", "row_count": 21, "column_count": 4}, "table": {"label": "Table 1", "caption": "List of the eukaryotic and prokaryotic organisms in the experimental freshwater microbial community inoculum, with an abundance higher than 1%, as determined by 16 and 18S rDNA sequencing.", "rows": [["Eukaryotic organisms", "%", "Prokaryotic organisms", "%"], ["Chloromonas pseudoplatyrhyncha", "26.93", "Rhodoferax sp.", "21.94"], ["Stephanodiscus sp.", "18.17", "Unsequenced organisms", "17.84"], ["Unsequenced organisms", "17.87", "Flavobacterium sp.", "9.43"], ["Chromulinaceae sp.", "8.48", "Anabaena sp.", "8.85"], ["Synedra angustissima", "4.99", "Brevundimonas diminuta", "4.20"], ["Ochromonadales sp.", "3.01", "Hydrogenophaga sp.", "3.41"], ["Chlamydomonas sp.", "2.98", "Runella limosa", "2.47"], ["Micractinium pusillum", "1.62", "Haliscomenobacter sp.", "2.43"], ["Chlorella sp.", "1.08", "Rhodobacter sp.", "2.34"], ["Pythiaceae sp.", "1.07", "Planktophila limnetica", "2.13"], ["", "", "Agrobacterium tumefaciens", "2.11"], ["", "", "Sphingobacterium sp.", "2.03"], ["", "", "Ochrobactrum tritici", "1.98"], ["", "", "Brevundimonas variabilis", "1.83"], ["", "", "Sphingomonas sp.", "1.73"], ["", "", "Curvibacter sp.", "1.48"], ["", "", "Phenylobacterium falsum", "1.42"], ["", "", "Roseomonas stagni", "1.24"], ["", "", "Oceanicaulis sp.", "1.03"], [""]], "row_count": 21, "column_count": 4, "numeric_cells": 29, "header_rows": 1, "locator": "section[12]/table-wrap[1]#T1"}}], "gaps": ["asset:data:geo:PXD004592 not downloaded", "asset:data:geo:PXD004592 licence not read", "asset:data:geo:PRJEB12443 not downloaded", "asset:data:geo:PRJEB12443 licence not read"]}, "analysis": {"state": "absent", "methods": [], "targets": [], "gaps": ["method", "operations"]}, "capability": {"state": "complete", "requirements": [{"capability_id": "capability:computational_analysis", "label": "Computational analysis platform", "assay_families": ["meta_analysis", "machine_learning", "survival_analysis", "statistical_regression", "pca", "molecular_docking", "network_analysis", "differential_expression", "gwas"], "availability_state": "owned", "tier_unlocked": "R1", "candidate": "Automated Assays Laravel application and simulated adapters"}], "gaps": []}, "readiness": {"state": "blocked", "tier": "R4", "blocking_axis": "method", "blocked_on": "method:not_determinable", "axes": {"method": {"tier": "R4", "expressible": false, "required_operations": [], "missing_operations": [], "basis": "The reader quoted the method the paper names (not named), but the corpus's method extractor could not map it onto a DSL operation, so the method is published but not expressible."}, "capability": {"tier": "R1", "capability_id": "capability:computational_analysis", "availability_state": "owned", "basis": "The computational analysis is owned. The physical bench the paper used is not, so a physical validation cannot be run here."}, "data": {"tier": "R1", "reachable": true, "accessions": ["PXD004592", "PRJEB12443"], "resolved_accessions": ["PXD004592"], "statements": ["The data have been deposited to the ProteomeXchange with identifier PXD004592."], "basis": "The paper names PXD004592 in ProteomeXchange Consortium via the PRIDE partner repository and the accession resolves in the repository. No dataset was downloaded and no licence was read."}}, "can_run": {"dsl_operations": [], "assets": ["source:pmid:27536273", "data:geo:PXD004592", "asset:table:pmid:27536273:1"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:PXD004592"]}, "gaps": ["method:not_determinable"]}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-10-31T18:29:19Z", "independence": "same_provider"}, "evidence_check": {"method": null, "availability": "verbatim"}, "calls": 8, "usage": {"prompt_tokens": 151268, "completion_tokens": 3932, "cached_tokens": 2080}}, "human_critique": null, "stages": [{"id": "extraction", "state": "complete", "reader": "MiniMax-M3.1-Flash", "provider": "minimax"}], "gaps": ["review.independent_reader", "review.machine_critique", "review.human_critique"]}, "execution": {"state": "absent", "status": "not_run", "mode": null, "runs": [], "gaps": ["execution.not_run"]}, "provenance": {"entities": [{"id": "pmid:27536273", "type": "paper", "label": "pmid:27536273"}, {"id": "source:pmid:27536273", "type": "manuscript", "label": "PMID 27536273 full text"}, {"id": "data:geo:PXD004592", "type": "dataset", "label": "GEO PXD004592"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:27536273", "type": "paper", "label": "pmid:27536273"}, {"id": "source:pmid:27536273", "type": "manuscript", "label": "PMID 27536273 full text"}, {"id": "data:geo:PXD004592", "type": "dataset", "label": "GEO PXD004592"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-27536273", "type": "extraction", "used": ["source:pmid:27536273"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-PXD004592", "type": "accession_resolution", "used": ["data:geo:PXD004592"], "agent": "agent:corpus-assay-engine"}], "agents": [{"id": "agent:corpus-assay-engine", "type": "software", "label": "Corpus assay engine"}, {"id": "agent:minimax-reader", "type": "software", "label": "MiniMax literature reader"}], "source_run_id": "reading-sci-2026-11-01", "dsl_catalogue_fingerprint": "343fb30756ba6ec3", "capability_table_fingerprint": "2cb3e42f047d2ecf", "snapshot_id": "ba34b49490d9bfaf"}, "lineage": {"parent_id": "pmid:27536273", "parent_hash": "sha256:58ef3f54941c8711ec2adee432c02174fe8902707c4d003ed492f4001405c584", "fork_of": null, "generation": 2}, "gaps": ["asset:data:geo:PRJEB12443 licence not read", "asset:data:geo:PRJEB12443 not downloaded", "asset:data:geo:PXD004592 licence not read", "asset:data:geo:PXD004592 not downloaded", "execution.not_run", "method", "operations", "review.human_critique", "review.independent_reader", "review.machine_critique"]}