Genome Biol May 2025 PMID 40329382

PRESCOTT: a population aware, epistatic, and structural model accurately predicts missense effects.

Mustafa Tekpinar, Laurent David, Thomas Henry, Alessandra Carbone

Mentions

11
Peak: 7 in May 2025
across 3 sources since Feb 2024

Extended reach

32,977
potential audience

Total likes

22

Video views

105

Mentions per month

Feb 2024 – May 2025

Where it's discussed

  • X / Twitter7 posts
  • YouTube3 videos
  • Bluesky1 posts

AI synopsis

What people are saying

The group expresses strong interest and agreement with the publication by highlighting its innovative approach and potential impact, such as the mention of a concise audio summary for accessibility and excitement over the model's ability to differentiate mutational effects, which signifies a noteworthy advancement in the field. The tone is positive and uses words like 'great,' 'big happiness,' and 'see how it works,' indicating enthusiasm and recognition of the model's significance.

AgreementModerate agreement

Most discussions show strong support and excitement for the published model, emphasizing its accuracy and potential benefits.

InterestHigh interest

Comments highlight high engagement and curiosity, with mentions of practical applications and accessibility through different formats.

EngagementModerate engagement

Posts demonstrate active participation by sharing summaries, exploring the model's capabilities, and discussing its significance.

ImpactHigh impact

The discussions reflect an awareness of the substantial influence the model could have on genomic research and disease prediction tools.

Abstract in brief

  • PRESCOTT is a model that accurately predicts how missense mutations affect protein function by using protein sequences, structural data, and population-specific allele frequencies.
  • It can identify mutational hotspots, categorize variants as benign, pathogenic, or uncertain, and has been shown to outperform other existing prediction methods across various datasets.
  • Its online platform allows researchers to predict mutation impacts for any protein or variant and provides detailed, open access residue-specific scores to support genomic research and medicine.]

Top posts

Most liked on X and Bluesky
Mustafa Tekpinar, PhD
@mtekpinar · X

İnsan proteomundaki tüm mutasyonların olası hastalık yapıcı etkilerini tahmin etmek için geliştirdiğimiz PRESCOTT algoritmasına dair çalışmamızın etki çarpanı 10.1 olan Genome Biology dergisinde yayınlandığını görmek büyük bir mutluluk. https://t.co/dU7qLf3XnT

May 7, 2025 · 6 likes · 97 followers View post →
Alessandra Carbone
@acarbone16 · X

PRESCOTT online in Genome Biology! see how it works on differentiating mutational effects across isoforms, unique genetic heritage, recessive and dominant inheritance modes, gain-of-function mutations at https://t.co/o1rXqlwi0F. Work done with @mtekpinar T.Henry L.David

May 6, 2025 · 5 likes · 1 share · 289 followers View post →
medRxiv
@medrxivpreprint · X

PRESCOTT: a population aware, epistatic and structural model accurately predicts missense effect https://t.co/9xiKB0t7TB #medRxiv

Feb 6, 2024 · 4 likes · 2 shares · 17,464 followers View post →
Mustafa Tekpinar, PhD
@mtekpinar · X

I created a 10 minutes audio summary of our PRESCOTT paper with @NotebookLM for those who don't like reading length papers or for those visually impaired. It does a great job in general. Take a look at https://t.co/xaZM2fG1P0

May 11, 2025 · 1 like · 97 followers View post →
medRxivpreprint
@medrxivpreprint.bsky.social · Bluesky

PRESCOTT: a population aware, epistatic and structural model accurately predicts missense effect https://www.medrxiv.org/content/10.1101/2024.02.03.24302219v1

Feb 6, 2024 · 1 like View post →
Kresten Lindorff-Larsen
@LindorffLarsen · X

RT @medrxivpreprint: PRESCOTT: a population aware, epistatic and structural model accurately predicts missense effect https://t.co/9xiKB0t…

Feb 6, 2024 · 2 shares · 14,524 followers View post →

All mentions

Mustafa Tekpinar, PhD
@mtekpinar · X

I created a 10 minutes audio summary of our PRESCOTT paper with @NotebookLM for those who don't like reading length papers or for those visually impaired. It does a great job in general. Take a look at https://t.co/xaZM2fG1P0

May 11, 2025 · 1 like · 97 followers View post →
Mustafa Tekpinar, PhD
@mtekpinar · X

İnsan proteomundaki tüm mutasyonların olası hastalık yapıcı etkilerini tahmin etmek için geliştirdiğimiz PRESCOTT algoritmasına dair çalışmamızın etki çarpanı 10.1 olan Genome Biology dergisinde yayınlandığını görmek büyük bir mutluluk. https://t.co/dU7qLf3XnT

May 7, 2025 · 6 likes · 97 followers View post →
Mustafa Tekpinar, PhD
@mtekpinar · X

RT @acarbone16: PRESCOTT online in Genome Biology! see how it works on differentiating mutational effects across isoforms, unique genetic h…

May 6, 2025 · 1 share · 97 followers View post →
Alessandra Carbone
@acarbone16 · X

PRESCOTT online in Genome Biology! see how it works on differentiating mutational effects across isoforms, unique genetic heritage, recessive and dominant inheritance modes, gain-of-function mutations at https://t.co/o1rXqlwi0F. Work done with @mtekpinar T.Henry L.David

May 6, 2025 · 5 likes · 1 share · 289 followers View post →
Kresten Lindorff-Larsen
@LindorffLarsen · X

RT @medrxivpreprint: PRESCOTT: a population aware, epistatic and structural model accurately predicts missense effect https://t.co/9xiKB0t…

Feb 6, 2024 · 2 shares · 14,524 followers View post →
Alessandra Carbone
@acarbone16 · X

RT @medrxivpreprint: PRESCOTT: a population aware, epistatic and structural model accurately predicts missense effect https://t.co/9xiKB0t…

Feb 6, 2024 · 2 shares · 289 followers View post →
medRxivpreprint
@medrxivpreprint.bsky.social · Bluesky

PRESCOTT: a population aware, epistatic and structural model accurately predicts missense effect https://www.medrxiv.org/content/10.1101/2024.02.03.24302219v1

Feb 6, 2024 · 1 like View post →
medRxiv
@medrxivpreprint · X

PRESCOTT: a population aware, epistatic and structural model accurately predicts missense effect https://t.co/9xiKB0t7TB #medRxiv

Feb 6, 2024 · 4 likes · 2 shares · 17,464 followers View post →