← All .science files
pmid:39211054
The oocyte microenvironment is altered in adolescents compared to oocyte donors.
Dilan Gokyer · Sophia Akinboro · Luhan T Zhou · Anna Kleinhans · Monica M Laronda · Francesca E Duncan · Joan K Riley · Kara N Goldman · Elnur Babayev
Human reproduction open · 2024 doi:10.1093/hropen/hoae047
Paper
complete
Experiment
complete
Data
partial
Analysis
partial
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 · 9 items
claims array · 3 items
[0] object · 6 fields
[1] object · 6 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 · 2 items
[0] object · 15 fields
structure object · 4 fields
[1] object · 15 fields
structure object · 15 fields
sample_accessions array · 38 items
gaps array · 2 items
analysis object · 4 fields
methods array · 3 items
[0] object · 10 fields
dsl_operations array · 3 items
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[1] object · 10 fields
dsl_operations array · 4 items
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
[2] object · 10 fields
dsl_operations array · 1 item
missing_operations array · 0 items
parameters object · 0 fields
data_shapes array · 1 item
targets array · 0 items
gaps array · 1 item
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 · 3 items
missing_operations array · 0 items
capability object · 4 fields
data object · 6 fields
accessions array · 1 item
resolved_accessions array · 1 item
statements array · 1 item
can_run object · 3 fields
dsl_operations array · 3 items
assets array · 2 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 · 0 items
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 · 7 items
assays array · 2 items
[0] object · 11 fields
required_operations array · 0 items
source_hashes object · 1 field
evidence array · 4 items
[1] object · 11 fields
required_operations array · 3 items
source_hashes object · 1 field
evidence array · 1 item
Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:39211054", "kind": "science-record", "revision": 4, "content_hash": "sha256:0193aae005e8a3812ee610fed7097d6197fae108120fe5b93d1935224549fa2c", "created_at": "2026-11-01T20:29:20Z", "updated_at": "2026-11-01T22:55:03Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "The oocyte microenvironment is altered in adolescents compared to oocyte donors.", "doi": "10.1093/hropen/hoae047", "pmid": "39211054", "authors": ["Dilan Gokyer", "Sophia Akinboro", "Luhan T Zhou", "Anna Kleinhans", "Monica M Laronda", "Francesca E Duncan", "Joan K Riley", "Kara N Goldman", "Elnur Babayev"], "journal": "Human reproduction open", "year": 2024, "abstract": "STUDY QUESTION: Do the molecular signatures of cumulus cells (CCs) and follicular fluid (FF) of adolescents undergoing fertility preservation differ from that of oocyte donors?\nSUMMARY ANSWER: The microenvironment immediately surrounding the oocyte, including the CCs and FF, is altered in adolescents undergoing fertility preservation compared to oocyte donors.\nWHAT IS KNOWN ALREADY: Adolescents experience a period of subfecundity following menarche. Recent evidence suggests that this may be at least partially due to increased oocyte aneuploidy. Reproductive juvenescence in mammals is associated with suboptimal oocyte quality.\nSTUDY DESIGN SIZE DURATION: This was a prospective cohort study. Adolescents (10-19 years old, n = 23) and oocyte donors (22-30 years old, n = 31) undergoing ovarian stimulation and oocyte retrieval at a single center between 1 November 2020 and 1 May 2023 were enrolled in this study.\nPARTICIPANTS/MATERIALS SETTING METHODS: Patient demographics, ovarian stimulation, and oocyte retrieval outcomes were collected for all participants. The transcriptome of CCs associated with mature oocytes was compared between adolescents (10-19 years old, n = 19) and oocyte donors (22-30 years old, n = 19) using bulk RNA-sequencing. FF cytokine profiles (10-19 years old, n = 18 vs 25-30 years old, n = 16) were compared using cytokine arrays.\nMAIN RESULTS AND THE ROLE OF CHANCE: RNA-seq analysis revealed 581 differentially expressed genes in CCs of adolescents relative to oocyte donors, with 361 genes downregulated and 220 upregulated. Genes enriched in pathways involved in cell cycle and cell division (e.g. GO: 1903047, P = 3.5 × 10-43; GO: 0051983, P = 4.1 × 10-30; GO: 0000281, P = 7.7 × 10-15; GO: 0044839, P = 5.3 × 10-13) were significantly downregulated, while genes enriched in several pathways involved in cellular and vesicle organization (e.g. GO: 0010256, P = 1.2 × 10-8; GO: 0051129, P = 6.8 × 10-7; GO: 0016050, P = 7.4 × 10-7; GO: 0051640, P = 8.1 × 10-7) were upregulated in CCs of adolescents compared to oocyte donors. The levels of nine cytokines were significantly increased in FF of adolescents compared to oocyte donors: IL-1 alpha (2-fold), IL-1 beta (1.7-fold), I-309 (2-fold), IL-15 (1.6-fold), TARC (1.9-fold), TPO (2.1-fold), IGFBP-4 (2-fold), IL-12-p40 (1.7-fold), and ENA-78 (1.4-fold). Interestingly, seven of these cytokines have known pro-inflammatory roles. Importantly, neither the CC transcriptomes nor FF cytokine profiles were different in adolescents with or without cancer.\nLARGE SCALE DATA: Original high-throughput sequencing data have been deposited in Gene Expression Omnibus (GEO) database with the accession number GSE265995.\nLIMITATIONS REASONS FOR CAUTION: This study aims to gain insights into the associated gamete quality by studying the immediate oocyte microenvironment. The direct study of oocytes is more challenging due to sample scarcity, as they are cryopreserved for future use, but would provide a more accurate assessment of oocyte reproductive potential.\nWIDER IMPLICATIONS OF THE FINDINGS: Our findings have implications for the adolescent fertility preservation cycles. Understanding the expected quality of cryopreserved eggs in this age group will lead to better counseling of these patients about their reproductive potential and may help to determine the number of eggs that is recommended to be banked to achieve a reasonable chance of future live birth(s).\nSTUDY FUNDING/COMPETING INTERESTS: This project was supported by Friends of Prentice organization SP0061324 (M.M.L. and E.B.), Gesualdo Family Foundation (Research Scholar: M.M.L.), and NIH/NICHD K12 HD050121 (E.B.). The authors have declared that no conflict of interest exists.", "claims": [{"id": "claim-method", "statement": "Normalization and differential expressions were calculated using DESeq2 which employs the Wald test (Love et al., 2014).", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:39211054", "locator": "sections[9] \"Bioinformatic analysis\" paragraph 2", "quote": "Normalization and differential expressions were calculated using DESeq2 which employs the Wald test (Love et al., 2014)."}], "state": "complete"}, {"id": "claim-data-access", "statement": "The original high-throughput sequencing data underlying this article are available in Gene Expression Omnibus (GEO) database and can be accessed with the accession number GSE265995.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:39211054", "locator": "sections[21] \"Data availability\" paragraph 2", "quote": "The original high-throughput sequencing data underlying this article are available in Gene Expression Omnibus (GEO) database and can be accessed with the accession number GSE265995."}], "state": "complete"}, {"id": "claim-target-result", "statement": "RNA sequencing identified 581 differentially expressed genes in the cumulus cells of adolescents compared with oocyte donors.", "kind": "qualitative", "target": null, "evidence": [{"asset": "source:pmid:39211054", "locator": "sections[0] \"Abstract\" paragraph 6", "quote": "RNA-seq analysis revealed 581 differentially expressed genes in CCs of adolescents relative to oocyte donors, with 361 genes downregulated and 220 upregulated."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "complete", "objective": "RNA sequencing identified 581 differentially expressed genes in the cumulus cells of adolescents compared with oocyte donors.", "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:39211054"], "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:GSE265995"], "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:GSE265995"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:39211054", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.1093/hropen/hoae047", "sha256": "sha256:f38d5dc7984962709e61f01574111e05d7ca33e00f56d57fd7888185358cc658", "bytes": 64330, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.1093/hropen/hoae047", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC11361810", "source": "europe_pmc_fulltext", "coverage": "whole_body", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:GSE265995", "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=GSE265995", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE265995", "version": null, "note": "The original high-throughput sequencing data underlying this article are available in Gene Expression Omnibus (GEO) database and can be accessed with the accession number GSE265995.", "structure": {"repository": "GEO", "access_route": "GEO accession URL", "access_statement_verbatim": "The original high-throughput sequencing data underlying this article are available in Gene Expression Omnibus (GEO) database and can be accessed with the accession number GSE265995.", "access_statement_kind": "data_availability_statement", "sample_accessions": ["GSM8239146", "GSM8239147", "GSM8239148", "GSM8239149", "GSM8239150", "GSM8239151", "GSM8239152", "GSM8239153", "GSM8239154", "GSM8239155", "GSM8239156", "GSM8239157", "GSM8239158", "GSM8239159", "GSM8239160", "GSM8239161", "GSM8239162", "GSM8239163", "GSM8239164", "GSM8239165", "GSM8239166", "GSM8239167", "GSM8239168", "GSM8239169", "GSM8239170", "GSM8239171", "GSM8239172", "GSM8239173", "GSM8239174", "GSM8239175", "GSM8239176", "GSM8239177", "GSM8239178", "GSM8239179", "GSM8239180", "GSM8239181", "GSM8239182", "GSM8239183"], "sample_count": 38, "group_sizes": null, "group_sizes_basis": null, "platform": "24676", "taxon": "Homo sapiens", "title": "The oocyte microenvironment is altered in adolescents compared to oocyte donors.", "resolution_checked_at": "2026-11-01T20:16:08Z", "resolution_check": "identifier_resolution_only_no_download_no_licence_read", "downloaded": false, "licence_read": false}}], "gaps": ["asset:data:geo:GSE265995 not downloaded", "asset:data:geo:GSE265995 licence not read"]}, "analysis": {"state": "partial", "methods": [{"id": "method-1", "family": "differential_expression", "specific": "deseq2", "label": "Differential expression analysis", "dsl_operations": ["normalise_counts", "differential_expression_fit", "fdr_bh"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["count_matrix_with_condition"], "evidence": {"score": 1.0, "band": "verbatim", "quote": "Normalization and differential expressions were calculated using DESeq2 which employs the Wald test (Love et al., 2014)."}}, {"id": "method-2", "family": "group_comparison", "specific": "anova", "label": "Group comparison", "dsl_operations": ["group_summary", "welch_t", "bootstrap_mean_difference", "group_comparison_anova"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["two_or_more_groups_continuous"], "evidence": {"score": 0.8, "band": "high", "quote": "ANOVA"}}, {"id": "method-3", "family": "contingency_analysis", "specific": "chi_square", "label": "Categorical (contingency table) analysis", "dsl_operations": ["chi_square_test"], "missing_operations": [], "expressible": true, "parameters": {}, "data_shapes": ["categorical_cross_tabulation"], "evidence": {"score": 0.8, "band": "high", "quote": "chi-square"}}], "targets": [], "gaps": ["method.reader_differs_from_extractor"]}, "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": "complete", "tier": "R1", "blocking_axis": "none", "blocked_on": "nothing:replicable_now", "axes": {"method": {"tier": "R1", "expressible": true, "required_operations": ["normalise_counts", "differential_expression_fit", "fdr_bh"], "missing_operations": [], "basis": "The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: deseq2."}, "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": ["GSE265995"], "resolved_accessions": ["GSE265995"], "statements": ["The original high-throughput sequencing data underlying this article are available in Gene Expression Omnibus (GEO) database and can be accessed with the accession number GSE265995."], "basis": "The paper names GSE265995 in Gene Expression Omnibus (GEO) and the accession resolves in the repository. No dataset was downloaded and no licence was read."}}, "can_run": {"dsl_operations": ["normalise_counts", "differential_expression_fit", "fdr_bh"], "assets": ["source:pmid:39211054", "data:geo:GSE265995"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:GSE265995"]}, "gaps": []}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-11-01T19:29:46Z", "independence": "single_reader"}, "evidence_check": {"method": "verbatim", "availability": "verbatim"}, "calls": 5, "usage": {"prompt_tokens": 17717, "completion_tokens": 984, "cached_tokens": 128}}, "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:39211054", "type": "paper", "label": "pmid:39211054"}, {"id": "source:pmid:39211054", "type": "manuscript", "label": "PMID 39211054 full text"}, {"id": "data:geo:GSE265995", "type": "dataset", "label": "GEO GSE265995"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:39211054", "type": "paper", "label": "pmid:39211054"}, {"id": "source:pmid:39211054", "type": "manuscript", "label": "PMID 39211054 full text"}, {"id": "data:geo:GSE265995", "type": "dataset", "label": "GEO GSE265995"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-39211054", "type": "extraction", "used": ["source:pmid:39211054"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-GSE265995", "type": "accession_resolution", "used": ["data:geo:GSE265995"], "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:39211054", "parent_hash": "sha256:d33324dafcb5eea7c9fd172137291e537a71c2ddd33f478489d636251542ceed", "fork_of": null, "generation": 3}, "gaps": ["asset:data:geo:GSE265995 licence not read", "asset:data:geo:GSE265995 not downloaded", "execution.not_run", "method.reader_differs_from_extractor", "review.human_critique", "review.independent_reader", "review.machine_critique"], "assays": [{"role": "data_generation", "definition_id": "rna_seq", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.99, "evidence": ["donors (22-30 years old, n = 19) using bulk RNA-sequencing. FF cytokine profiles (10-19 years old, n =", "arrays. MAIN RESULTS AND THE ROLE OF CHANCE: RNA-seq analysis revealed 581 differentially express", "quality (RNA integrity number [RIN] ≥7) for RNA-seq library preparation and sequencing. Followin", "mes were collected for all participants. The transcriptome of CCs associated with mature oocytes was co"], "order_basis": "paper_text_order:1110", "id": "assay:1"}, {"role": "analysis", "definition_id": "differential_expression", "definition_version": "f2132e96ae6c7a4e", "definition_digest": null, "required_operations": ["normalise_counts", "differential_expression_fit", "fdr_bh"], "support_state": "supported", "source_hashes": {"dsl_catalogue": "f2132e96ae6c7a4e"}, "confidence": 1.0, "evidence": ["Normalization and differential expressions were calculated using DESeq2 which employs the Wald test (Love et al., 2014)."], "order_basis": "consumes_earlier_output", "id": "assay:2"}]}