Genome Biol May 2023 PMID 37173718

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

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

Full text PDF Download social card

Mentions

44

Peak: 43 in May 2023

across 3 sources since May 2023

Extended reach

75,472

potential audience

Total likes

150

Video views

17

Mentions per month

May 2023 – Sep 2023

Where it's discussed

X / Twitter42 posts
Bluesky1 posts
YouTube1 videos

AI synopsis

What people are saying

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.

AgreementModerate 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.

InterestHigh 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.

EngagementModerate 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.

ImpactModerate 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.

Abstract in brief

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.

Read the full abstract

Top posts

Most liked on X and Bluesky

Emily Wong

@em6wong · X

May 14, 2023 · 116 likes · 36 shares · 679 followers View post →

BioDecoded

@BioDecoded · X

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

May 21, 2023 · 34 likes · 18 shares · 8,901 followers View post →

Michael Love

@mikelove · X

RT @em6wong:

May 14, 2023 · 36 shares · 16,377 followers View post →

AI News Feed

@AINewsFeed · X

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

May 12, 2023 · 9,371 followers View post →

Victor Chang Cardiac Research Institute

@VictorChangInst · X

RT @em6wong:

May 14, 2023 · 36 shares · 5,225 followers View post →

Victor Chang Cardiac Research Institute

@VictorChangInst · X

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

May 13, 2023 · 5,225 followers View post →

All mentions

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…

Social RTCL TV · Sep 2, 2023 17 views

Dan (田上英明)

@gatnad1 · X

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

May 22, 2023 · 18 shares · 1,022 followers View post →

Xiaojing _Li

@Juliana68725029 · X

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

May 22, 2023 · 18 shares · 59 followers View post →

Merisa Cenanovic

@MerisaCenanovic · X

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

May 22, 2023 · 18 shares · 960 followers View post →

Wengang Zhang

@WZ19911 · X

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

May 22, 2023 · 18 shares · 68 followers View post →

Gaurav Jain

@gauravjain49 · X

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

May 22, 2023 · 18 shares · 649 followers View post →

Phenomics

@Phenomics_J · X

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

May 22, 2023 · 18 shares · 1,527 followers View post →

Toheeb A. Jumah

@toheebjumah · X

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

May 22, 2023 · 18 shares · 148 followers View post →

Saubashya Sur, PhD

@SaubashyaSur · X

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

May 22, 2023 · 18 shares · 768 followers View post →

AiiHC International Ltd.

@AiihcLtd2022 · X

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

May 22, 2023 · 18 shares · 818 followers View post →

Winty

@winty_updates · X

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

May 22, 2023 · 18 shares · 128 followers View post →

KarliStorm

@StormKarli · X

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

May 22, 2023 · 18 shares · 1,467 followers View post →

Thussapon Punjad

@VolThuss · X

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

May 22, 2023 · 18 shares · 192 followers View post →

Roberto Giovannoni

@rgiovannoni · X

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

May 21, 2023 · 18 shares · 562 followers View post →

Ajitesh Shukla

@ajitesh_shukla7 · X

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

May 21, 2023 · 18 shares · 1,469 followers View post →

Seungho Oh @seunghooh@genomic.social

@dancewithsun · X

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

May 21, 2023 · 18 shares · 98 followers View post →

Robin Canac

@robin_canac · X

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

May 21, 2023 · 18 shares · 79 followers View post →

Umesh Bhattarai

@ChemoUmesh · X

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

May 21, 2023 · 18 shares · 283 followers View post →

Cheng Tan

@OiniL · X

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

May 21, 2023 · 18 shares · 224 followers View post →

BioDecoded

@BioDecoded · X

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

May 21, 2023 · 34 likes · 18 shares · 8,901 followers View post →

Victor V. Lobanenkov

@boris_ctcf · X

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

May 16, 2023 · 2,046 followers View post →

Cheng Tan

@OiniL · X

RT @em6wong:

May 14, 2023 · 36 shares · 224 followers View post →

Mithun Mitra

@mitramith · X

RT @em6wong:

May 14, 2023 · 36 shares · 639 followers View post →

Victor Chang Cardiac Research Institute

@VictorChangInst · X

RT @em6wong:

May 14, 2023 · 36 shares · 5,225 followers View post →

black_box

@blackbox_pi · X

RT @em6wong:

May 14, 2023 · 36 shares · 141 followers View post →

José Luis Ruiz

@pepeluisrr · X

RT @em6wong:

May 14, 2023 · 36 shares · 593 followers View post →

Gbọ́láhàn

@GB_sci · X

RT @em6wong:

May 14, 2023 · 36 shares · 300 followers View post →

Brian Dean

@bdean_ · X

RT @em6wong:

May 14, 2023 · 36 shares · 562 followers View post →

Prof Mary J. O'Connell

@Evol_Molly · X

RT @em6wong:

May 14, 2023 · 36 shares · 1,845 followers View post →

Jakke Neiro

@JakkeNeiro · X

RT @em6wong:

May 14, 2023 · 36 shares · 788 followers View post →

Kailong Li Lab

@kailong_li_lab · X

RT @em6wong:

May 14, 2023 · 36 shares · 314 followers View post →

D.Polychronopoulos

@dpolychr2 · X

RT @em6wong:

May 14, 2023 · 36 shares · 678 followers View post →

Zixuan (Eleanor) Zhang

@elezzx2020 · X

RT @em6wong:

May 14, 2023 · 36 shares · 427 followers View post →

Umut. Dişel

@UmutDisel · X

RT @em6wong:

May 14, 2023 · 36 shares · 1,277 followers View post →

Jordan Russell, Ph.D

@russelltyjor · X

RT @em6wong:

May 14, 2023 · 36 shares · 122 followers View post →

Michael Love

@mikelove · X

RT @em6wong:

May 14, 2023 · 36 shares · 16,377 followers View post →

Felipe Aguilera @faguilgen.bsky.social

@faguilgen · X

RT @em6wong:

May 14, 2023 · 36 shares · 791 followers View post →

Joseph Powell

@drjosephpowell · X

RT @em6wong:

May 14, 2023 · 36 shares · 3,374 followers View post →

Josephine Bowles

@JosBowles · X

RT @em6wong:

May 14, 2023 · 36 shares · 1,503 followers View post →

Rhys Allan

@rhyscienceallan · X

RT @em6wong:

May 14, 2023 · 36 shares · 1,409 followers View post →

Emily Wong

@em6wong · X

May 14, 2023 · 116 likes · 36 shares · 679 followers View post →

Victor Chang Cardiac Research Institute

@VictorChangInst · X

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

May 13, 2023 · 5,225 followers View post →

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_…

May 13, 2023 View post →

AI News Feed

@AINewsFeed · X

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

May 12, 2023 · 9,371 followers View post →