Decoding enhancer complexity with machine learning and high-throughput discovery.

Gabrielle D Smith, Wan Hern Ching, Paola Cornejo-Páramo, Emily S Wong

May 2023 Genome Biol

Synopsis of Social media discussions

Overall, the discussions reveal a positive reception, emphasizing the innovative integration of machine learning with enhancer research. Words like 'decoding,' 'high-throughput,' and hashtag references to AI suggest excitement and recognition of technological importance. The tone is professional yet optimistic, highlighting the article’s potential to deepen understanding and accelerate discoveries in gene regulation.

A
Agreement
 Moderate agreement

Most discussions acknowledge the importance of advancing understanding of enhancer complexity through innovative methods like machine learning, suggesting a general agreement with the publication's contribution.

I
Interest
 High level of interest

The posts express curiosity about the field, with multiple mentions of keywords like 'machine learning' and 'high-throughput discovery,' indicating a high level of interest.

E
Engagement
 Moderate level of engagement

Participants reference the methods and implications of the research, such as the role of AI and synthetic biology, showing they are engaging beyond superficial mention.

I
Impact
 Moderate level of impact

The perception of the publication's impact is moderate, with comments hinting at its potential to inform future research but not explicitly claiming it will revolutionize the field.

Social Mentions

YouTube

1 Videos

Bluesky

1 Posts

Twitter

42 Posts

Metrics

Video Views

17

Total Likes

150

Extended Reach

75,472

Social Features

44

Timeline: Posts about article

Top Social Media Posts

Posts referencing the article

Decoding Enhancer Complexity Using Machine Learning and High-Throughput Methods

Decoding Enhancer Complexity Using Machine Learning and High-Throughput Methods

Enhancers are DNA elements that regulate gene expression, but their complex structure makes them difficult to understand. Advances in machine learning and synthetic biology are providing new tools to explore their functions.

Social RTCL TV

September 2, 2023

17 views

  • Dan (田上英明)
    @gatnad1 (Twitter)

    RT @BioDecoded: Decoding enhancer complexity with machine learning and high-throughput discovery | Genome Biology https://t.co/yoOqyIzHnD…
    view full post

    May 22, 2023

    18

  • Xiaojing _Li
    @Juliana68725029 (Twitter)

    RT @BioDecoded: Decoding enhancer complexity with machine learning and high-throughput discovery | Genome Biology https://t.co/yoOqyIzHnD…
    view full post

    May 22, 2023

    18

  • Merisa Cenanovic
    @MerisaCenanovic (Twitter)

    RT @BioDecoded: Decoding enhancer complexity with machine learning and high-throughput discovery | Genome Biology https://t.co/yoOqyIzHnD…
    view full post

    May 22, 2023

    18

  • Wengang Zhang
    @WZ19911 (Twitter)

    RT @BioDecoded: Decoding enhancer complexity with machine learning and high-throughput discovery | Genome Biology https://t.co/yoOqyIzHnD…
    view full post

    May 22, 2023

    18

  • Gaurav Jain
    @gauravjain49 (Twitter)

    RT @BioDecoded: Decoding enhancer complexity with machine learning and high-throughput discovery | Genome Biology https://t.co/yoOqyIzHnD…
    view full post

    May 22, 2023

    18

  • Phenomics
    @Phenomics_J (Twitter)

    RT @BioDecoded: Decoding enhancer complexity with machine learning and high-throughput discovery | Genome Biology https://t.co/yoOqyIzHnD…
    view full post

    May 22, 2023

    18

  • Toheeb A. Jumah
    @toheebjumah (Twitter)

    RT @BioDecoded: Decoding enhancer complexity with machine learning and high-throughput discovery | Genome Biology https://t.co/yoOqyIzHnD…
    view full post

    May 22, 2023

    18

  • Saubashya Sur, PhD
    @SaubashyaSur (Twitter)

    RT @BioDecoded: Decoding enhancer complexity with machine learning and high-throughput discovery | Genome Biology https://t.co/yoOqyIzHnD…
    view full post

    May 22, 2023

    18

  • AiiHC International Ltd.
    @AiihcLtd2022 (Twitter)

    RT @BioDecoded: Decoding enhancer complexity with machine learning and high-throughput discovery | Genome Biology https://t.co/yoOqyIzHnD…
    view full post

    May 22, 2023

    18

  • Winty
    @winty_updates (Twitter)

    RT @BioDecoded: Decoding enhancer complexity with machine learning and high-throughput discovery | Genome Biology https://t.co/yoOqyIzHnD…
    view full post

    May 22, 2023

    18

  • KarliStorm
    @StormKarli (Twitter)

    RT @BioDecoded: Decoding enhancer complexity with machine learning and high-throughput discovery | Genome Biology https://t.co/yoOqyIzHnD…
    view full post

    May 22, 2023

    18

  • Thussapon Punjad
    @VolThuss (Twitter)

    RT @BioDecoded: Decoding enhancer complexity with machine learning and high-throughput discovery | Genome Biology https://t.co/yoOqyIzHnD…
    view full post

    May 22, 2023

    18

  • Roberto Giovannoni
    @rgiovannoni (Twitter)

    RT @BioDecoded: Decoding enhancer complexity with machine learning and high-throughput discovery | Genome Biology https://t.co/yoOqyIzHnD…
    view full post

    May 21, 2023

    18

  • Ajitesh Shukla
    @ajitesh_shukla7 (Twitter)

    RT @BioDecoded: Decoding enhancer complexity with machine learning and high-throughput discovery | Genome Biology https://t.co/yoOqyIzHnD…
    view full post

    May 21, 2023

    18

  • Seungho Oh @seunghooh@genomic.social
    @dancewithsun (Twitter)

    RT @BioDecoded: Decoding enhancer complexity with machine learning and high-throughput discovery | Genome Biology https://t.co/yoOqyIzHnD…
    view full post

    May 21, 2023

    18

  • Robin Canac
    @robin_canac (Twitter)

    RT @BioDecoded: Decoding enhancer complexity with machine learning and high-throughput discovery | Genome Biology https://t.co/yoOqyIzHnD…
    view full post

    May 21, 2023

    18

  • Umesh Bhattarai
    @ChemoUmesh (Twitter)

    RT @BioDecoded: Decoding enhancer complexity with machine learning and high-throughput discovery | Genome Biology https://t.co/yoOqyIzHnD…
    view full post

    May 21, 2023

    18

  • Cheng Tan
    @OiniL (Twitter)

    RT @BioDecoded: Decoding enhancer complexity with machine learning and high-throughput discovery | Genome Biology https://t.co/yoOqyIzHnD…
    view full post

    May 21, 2023

    18

  • BioDecoded
    @BioDecoded (Twitter)

    Decoding enhancer complexity with machine learning and high-throughput discovery | Genome Biology https://t.co/yoOqyIzHnD #MachineLearning https://t.co/N7J9hSxaj8
    view full post

    May 21, 2023

    34

    18

  • Victor V. Lobanenkov
    @boris_ctcf (Twitter)

    Decoding enhancer complexity with machine learning and high-throughput discovery. Genome Biol 24, 116 (May 2023). https://t.co/vu3gLqDw9q https://t.co/SECw35Qklz
    view full post

    May 16, 2023

  • Cheng Tan
    @OiniL (Twitter)

    RT @em6wong:
    view full post

    May 14, 2023

    36

  • Mithun Mitra
    @mitramith (Twitter)

    RT @em6wong:
    view full post

    May 14, 2023

    36

  • Victor Chang Cardiac Research Institute
    @VictorChangInst (Twitter)

    RT @em6wong:
    view full post

    May 14, 2023

    36

  • black_box
    @blackbox_pi (Twitter)

    RT @em6wong:
    view full post

    May 14, 2023

    36

  • José Luis Ruiz
    @pepeluisrr (Twitter)

    RT @em6wong:
    view full post

    May 14, 2023

    36

  • Gbọ́láhàn
    @GB_sci (Twitter)

    RT @em6wong:
    view full post

    May 14, 2023

    36

  • Brian Dean
    @bdean_ (Twitter)

    RT @em6wong:
    view full post

    May 14, 2023

    36

  • Prof Mary J. O'Connell
    @Evol_Molly (Twitter)

    RT @em6wong:
    view full post

    May 14, 2023

    36

  • Jakke Neiro
    @JakkeNeiro (Twitter)

    RT @em6wong:
    view full post

    May 14, 2023

    36

  • Kailong Li Lab
    @kailong_li_lab (Twitter)

    RT @em6wong:
    view full post

    May 14, 2023

    36

  • D.Polychronopoulos
    @dpolychr2 (Twitter)

    RT @em6wong:
    view full post

    May 14, 2023

    36

  • Zixuan (Eleanor) Zhang
    @elezzx2020 (Twitter)

    RT @em6wong:
    view full post

    May 14, 2023

    36

  • Umut. Dişel
    @UmutDisel (Twitter)

    RT @em6wong:
    view full post

    May 14, 2023

    36

  • Jordan Russell, Ph.D
    @russelltyjor (Twitter)

    RT @em6wong:
    view full post

    May 14, 2023

    36

  • Michael Love
    @mikelove (Twitter)

    RT @em6wong:
    view full post

    May 14, 2023

    36

  • Felipe Aguilera @faguilgen.bsky.social
    @faguilgen (Twitter)

    RT @em6wong:
    view full post

    May 14, 2023

    36

  • Joseph Powell
    @drjosephpowell (Twitter)

    RT @em6wong:
    view full post

    May 14, 2023

    36

  • Josephine Bowles
    @JosBowles (Twitter)

    RT @em6wong:
    view full post

    May 14, 2023

    36

  • Rhys Allan
    @rhyscienceallan (Twitter)

    RT @em6wong:
    view full post

    May 14, 2023

    36

  • Emily Wong
    @em6wong (Twitter)


    view full post

    May 14, 2023

    116

    36

  • Victor Chang Cardiac Research Institute
    @VictorChangInst (Twitter)

    #RecentlyPublished Decoding enhancer complexity with machine learning and high-throughput discovery https://t.co/o3CcQlYzxy
    view full post

    May 13, 2023

  • Victor Chang Cardiac Research Institute
    @victorchang.edu.au (Bluesky)

    #RecentlyPublished Decoding enhancer complexity with machine learning and high-throughput discovery pubmed.ncbi.nlm.nih.gov/37173718/?utm_…
    view full post

    May 13, 2023

  • AI News Feed
    @AINewsFeed (Twitter)

    Decoding enhancer complexity with machine learning and high-throughput discovery | Genome Biology ... https://t.co/BPBw02eEo4 #ai #ml #dl
    view full post

    May 12, 2023

Abstract Synopsis

  • Enhancers are DNA elements that regulate when and where genes are expressed, but their complex structure and overlapping functions make it hard to understand how they work.
  • The article reviews current knowledge on how enhancers are organized and have evolved, highlighting the various factors that affect their function.
  • Advances in machine learning and synthetic biology offer promising new tools for exploring and clarifying the complexities of enhancer roles in gene expression.