Part Fibre Toxicol May 2023 PMID 37211608

A Nano-QSTR model to predict nano-cytotoxicity: an approach using human lung cells data.

João Meneses, Michael González-Durruthy, Eli Fernandez-de-Gortari, Alla P Toropova, Andrey A Toropov, Ernesto Alfaro-Moreno

Mentions

13
Peak: 4 in Mar 2024
across 3 sources since Dec 2023

Extended reach

76,334
potential audience

Total likes

1,438

Video views

19,460

Mentions per month

Dec 2023 – Apr 2024

Where it's discussed

  • X / Twitter8 posts
  • News3 articles
  • YouTube2 videos

AI synopsis

What people are saying

The discussions reflect a general appreciation for the advancements in nanotoxicity modeling, with examples like referencing researchers from Portugal and Iberian laboratories, highlighting the significance of machine learning in assessing health impacts. The tone prioritizes awareness and scientific progress, conveying moderate engagement and perceived importance but not delving into technical critiques or future implications.

AgreementModerate agreement

Most discussions acknowledge the importance and accuracy of nanomaterial toxicity prediction models, with phrases like 'promising application' and highlighting ongoing research efforts.

InterestModerate interest

Posts demonstrate moderate interest by emphasizing the relevance to everyday products and health, but lack deep technical details or critical analysis.

EngagementModerate engagement

Comments include references to specific researchers and institutions, indicating some level of engagement, though limited in depth and critical insight.

ImpactModerate impact

The discussions emphasize the relevance of nanotoxicology research for health and safety, suggesting a recognized potential impact, but without evidence of widespread policy influence or revolutionary change.

Abstract in brief

  • This study developed a machine learning model called NanoQSTR that can predict the potential toxicity of engineered nanomaterials (ENMs) to human lung cells, specifically focusing on nanocytotoxicity caused by metal oxide nanoparticles.
  • The best performing model used an algorithm called extratrees (ET) and showed very high accuracy, with some key nanodescriptors related to the particles' coretype and surface coating ability being crucial for predictions. It found that smaller ENMs can more easily access lung cell components, increasing toxicity, while surface coatings like polyethylene glycol (PEG) can help reduce harm.
  • The research helps in understanding how certain properties of nanomaterials influence lung toxicity and could be used to improve safety by guiding design choices to minimize health risks in workplaces and environments.]

Top posts

Most liked on X and Bluesky
Research Outreach
@ResOutreach · X

Researchers from Portugal have developed a model to predict the potential #human #lung nano-cytotoxicity induced by engineered #nanomaterials. DOI: https://t.co/O63M4uaUHQ Read our article: https://t.co/brCC0qwhge

Dec 14, 2023 · 1,103 likes · 60 shares · 5,551 followers View post →
Research Outreach
@ResOutreach · X

#Nanomaterials are ubiquitous and present in products we use daily. However, their impact on health and the environment is unclear. Dr. Ernesto Alfaro-Moreno and his team leverage #machinelearning for rapid and accurate #toxicology assessment. https://t.co/Nu8sgGWep4

Mar 28, 2024 · 272 likes · 12 shares · 5,549 followers View post →
Researchpod
@ResearchpodHQ · X

Dr Ernesto Alfaro-Moreno, International Iberian #Nanotechnology Laboratory, Braga, has been involved in continued research on the #toxicology of #nanomaterials, with promising application in our daily lives. DOI: https://t.co/NcyU35zw87 Listen: https://t.co/NN5EUhqFsP

Jan 26, 2024 · 31 likes · 5 shares · 2,973 followers View post →
Antimio Cruz
@Antimio · X

LA GENTE TIENE QUE SABER, que emergen con fuerza las investigaciones sobre los efectos de las nanopartículas en el cuerpo humano. El mexicano Ernesto Alfaro Moreno encabeza uno de los equipos líderes en el International Iberian Nanotechnology Laboratory https://t.co/yXGMwUFBlR

Apr 4, 2024 · 9 likes · 2 shares · 7,538 followers View post →
Ejz33
@Ejz33 · X

RT @ResOutreach: #Nanomaterials are ubiquitous and present in products we use daily. However, their impact on health and the environment is…

Mar 28, 2024 · 12 shares · 33,309 followers View post →
Aria-آریا رادمن
@Aria_rademan · X

RT @ResOutreach: #Nanomaterials are ubiquitous and present in products we use daily. However, their impact on health and the environment is…

Mar 28, 2024 · 12 shares · 1,326 followers View post →

All mentions

Ana Cosultchi
@CosultchiA · X

RT @Antimio: LA GENTE TIENE QUE SABER, que emergen con fuerza las investigaciones sobre los efectos de las nanopartículas en el cuerpo huma…

Apr 4, 2024 · 2 shares · 115 followers View post →
JUAN GARZA RAMOS
@JUANGARZA13 · X

RT @Antimio: LA GENTE TIENE QUE SABER, que emergen con fuerza las investigaciones sobre los efectos de las nanopartículas en el cuerpo huma…

Apr 4, 2024 · 2 shares · 300 followers View post →
Antimio Cruz
@Antimio · X

LA GENTE TIENE QUE SABER, que emergen con fuerza las investigaciones sobre los efectos de las nanopartículas en el cuerpo humano. El mexicano Ernesto Alfaro Moreno encabeza uno de los equipos líderes en el International Iberian Nanotechnology Laboratory https://t.co/yXGMwUFBlR

Apr 4, 2024 · 9 likes · 2 shares · 7,538 followers View post →
Aria-آریا رادمن
@Aria_rademan · X

RT @ResOutreach: #Nanomaterials are ubiquitous and present in products we use daily. However, their impact on health and the environment is…

Mar 28, 2024 · 12 shares · 1,326 followers View post →
Ejz33
@Ejz33 · X

RT @ResOutreach: #Nanomaterials are ubiquitous and present in products we use daily. However, their impact on health and the environment is…

Mar 28, 2024 · 12 shares · 33,309 followers View post →
Research Outreach
@ResOutreach · X

#Nanomaterials are ubiquitous and present in products we use daily. However, their impact on health and the environment is unclear. Dr. Ernesto Alfaro-Moreno and his team leverage #machinelearning for rapid and accurate #toxicology assessment. https://t.co/Nu8sgGWep4

Mar 28, 2024 · 272 likes · 12 shares · 5,549 followers View post →
Researchpod
@ResearchpodHQ · X

Dr Ernesto Alfaro-Moreno, International Iberian #Nanotechnology Laboratory, Braga, has been involved in continued research on the #toxicology of #nanomaterials, with promising application in our daily lives. DOI: https://t.co/NcyU35zw87 Listen: https://t.co/NN5EUhqFsP

Jan 26, 2024 · 31 likes · 5 shares · 2,973 followers View post →
Research Outreach
@ResOutreach · X

Researchers from Portugal have developed a model to predict the potential #human #lung nano-cytotoxicity induced by engineered #nanomaterials. DOI: https://t.co/O63M4uaUHQ Read our article: https://t.co/brCC0qwhge

Dec 14, 2023 · 1,103 likes · 60 shares · 5,551 followers View post →