Evidence map›Paper›PMID 40269108›Full record

ArticleCommunications biology2025

Best practices for methylome characterization in novel species: a case study in the microalgae Microchloropsis.

Christina R Steadman, Eric M Small, Shounak Banerjee, C Raul Gonzalez-Esquer, Sara Pacheco, Scott N Twary

Abstract read
In one paragraph

Article in Communications biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Review
  2. Review
  3. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Christina R SteadmanGenomics & Bioanalytics Group, Los Alamos National Laboratory, Los Alamos, NM, USA. crsteadman@lanl.gov.ORCID http://orcid.org/0000-0002-9672-5529
Eric M SmallGenomics & Bioanalytics Group, Los Alamos National Laboratory, Los Alamos, NM, USA.ORCID http://orcid.org/0000-0002-6960-4393
Shounak BanerjeeGenomics & Bioanalytics Group, Los Alamos National Laboratory, Los Alamos, NM, USA.
C Raul Gonzalez-EsquerMicrobial & Biome Science Group, Los Alamos National Laboratory, Los Alamos, NM, USA.
Sara PachecoMicrobial & Biome Science Group, Los Alamos National Laboratory, Los Alamos, NM, USA.
Scott N TwaryMicrobial & Biome Science Group, Los Alamos National Laboratory, Los Alamos, NM, USA.

Funding

DOE | LDRD | Los Alamos National Laboratory (Los Alamos Lab) 20220621ECRDOE | Office of Energy Efficiency & Renewable Energy | Bioenergy Technologies Office (BETO) NL0026328
6 · The paper itself

Abstract

Microalgae remain an important feedstock in the circular bioeconomy. The discovery of new species combined with advanced biotechnology drives optimization of performance predicated on deep knowledge of algal genomics and phenotype. Understanding the contribution of epigenetic processes to algal function provides insight and better approaches for achieving production goals. Here, we provide a methodological framework for investigating epigenetic modifications in new species, including analysis of state-of-the-art techniques, and best practices for discerning novel modifications, focusing on variants of DNA methylation. Further, we demonstrate that specific forms of DNA methylation are overlooked by traditional epigenetic analysis strategies. Using high-throughput, lower cost techniques, we provide several pieces of evidence demonstrating Microchloropsis gaditana and M. salina (formerly Nannochloropsis), two candidate feedstock species, lack the most ubiquitous forms of eukaryotic DNA methylation (5mC and 5hmC) and instead employ N6-adenine methylation (6mA), commonly found in bacteria, in their genomes. Interestingly, transcriptionally diverse physiological conditions do not elicit differential 6mA methylation, suggesting the presence of 6mA may provide stability and protection of the genome. These collective discoveries illuminate not only an exciting avenue for improving feedstock genetic drift, stability, and culture health for bioproduction but also an ideal model species to study other epigenetic processes in microalgae.

Indexed as

DNA MethylationEpigenesis, GeneticEpigenomeMicroalgaeStramenopiles

Identifiers

PMID40269108
PMCPMC12019312

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.