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Record W4413842505 · doi:10.1101/2025.08.30.672031

ATAC-seq of Low-Input and Cryopreserved Primordial Germ Cells Reveals Functional Enhancers

2025· preprint· en· W4413842505 on OpenAlexfundno aff
Akane Kawaguchi, Mao Igari, Yasuto Murayama, Hiroko Iikawa, Mika Sakamoto, Yasukazu Nakamura, Shigehiro Kuraku, Daisuke Saito

Bibliographic record

VenuebioRxiv (Cold Spring Harbor Laboratory) · 2025
Typepreprint
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicCRISPR and Genetic Engineering
Canadian institutionsnot available
FundersInstitute of GeneticsJapan Society for the Promotion of ScienceNaito Science and Engineering FoundationResearch Organization of Information and Systems
KeywordsGermCryopreservationEnhancerCell biologyRNA-SeqBiologyChemistryComputational biologyBiochemistryTranscriptomeEmbryoGeneTranscription factorGene expression

Abstract

fetched live from OpenAlex

Dynamic changes in chromatin accessibility at cis-regulatory elements underlie cell fate transitions during development. Primordial germ cells (PGCs) represent a rare population whose chromatin dynamics remain poorly understood compared to known epigenetic landscapes. Here, we utilized the chicken PGC model to bridge this gap, leveraging its capacity for in vitro expansion and in vivo colonization. We adapted the ATAC-seq workflow to obtain reproducible accessible chromatin region (ACR) profiles from as few as 200 cells, even after cryopreservation. Integrative analysis identified over 10,000 PGC-specific ACRs, many absent from somatic tissues, and revealed inherent Tn5 transposase sequence biases in the chicken genome. To validate these ACRs, we established an in vitro PGC differentiation system and utilized in vivo embryonic transplantation. Reporter assays confirmed enhancer activities in cultured PGCs, while transcriptome integration associated these ACRs with genes expressed at embryonic day 2.5. In vivo transplantation demonstrated that these enhancers exhibited early stage-specific activity, becoming silenced upon gonadal settlement. Our results provide a practical strategy for identifying functional regulatory elements from minimal starting material, facilitating the study of chromatin dynamics in rare cell populations.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.005

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.001

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.008
GPT teacher head0.237
Teacher spread0.230 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

Explore more

Same venuebioRxiv (Cold Spring Harbor Laboratory)→Same topicCRISPR and Genetic Engineering→French-language works237,207→