Animal Model Exp Med April 2023 PMID 37026700

High-fat diet and oral infection induced type 2 diabetes and obesity development under different genetic backgrounds.

Iqbal M Lone, Nadav Ben Nun, Aya Ghnaim, Arne S Schaefer, Yael Houri-Haddad, Fuad A Iraqi

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Mentions

Peak: 5 in Apr 2023

across 2 sources since Apr 2023

Extended reach

1,055

potential audience

Total likes

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Mentions per month

Apr 2023 – Aug 2023

Where it's discussed

X / Twitter5 posts
YouTube1 videos

AI synopsis

What people are saying

Several discussions emphasize the study’s insights into how diet and oral infections interplay with genetic factors to influence diabetes and obesity, with phrases like 'impactful findings' and 'important step forward' indicating acknowledgment of significance. The tone suggests curiosity and appreciation rather than excitement or skepticism, reflecting a general recognition of its relevance without intense engagement.

AgreementModerate agreement

Most discussions acknowledge the significance of the study’s findings on genetics, diet, and oral health in relation to type 2 diabetes and obesity.

InterestModerate interest

Participants demonstrate moderate interest by focusing on the complexity of interactions and potential implications, but lack enthusiastic language.

EngagementNeutral engagement

The discussions are somewhat surface-level with limited deep analysis, mostly reaffirming the importance rather than critically examining it.

ImpactModerate impact

The majority perceive the research as impactful, highlighting its potential to influence future studies and health understanding, though without exploring concrete applications.

Abstract in brief

The study investigated how a high-fat diet and oral infections, using bacteria like Porphyromonas gingivalis and Fusobacterium nucleatum, influenced the development of type 2 diabetes (T2D) and obesity in different genetically diverse mouse lines.
Results showed significant variability in diabetes and obesity traits depending on genetic background and sex, with heritability estimates between 0.45 and 0.85; machine learning methods, particularly random forests, were effective in predicting disease outcomes with up to 91% accuracy based on early indicators like sex, diet, initial body weight, and glucose tolerance.
The research highlights the complex interplay between genetics, diet, infection, and other factors in T2D development, and demonstrates that early measurements can reliably forecast disease progression using advanced data analysis techniques.

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All mentions

Genetic and Dietary Factors in Diabetes and Obesity Development in Mice

This study investigates how a high-fat diet and oral infections influence type 2 diabetes and obesity across different genetic backgrounds, highlighting variability and using machine learning to predict disease outcomes…

Medicine RTCL TV · Aug 28, 2023 29 views

Orlando_uy

@Orlando_uy · X

High-fat diet and oral infection induced type 2 diabetes and obesity development under different genetic backgrounds. https://t.co/trDHQgv9id

Apr 14, 2023 · 690 followers View post →

I gotta change my name but I haven't

@epi_boto · X

High-fat diet and oral infection induced type 2 diabetes and obesity development under different genetic backgrounds https://t.co/BqNc4WhcMz

Apr 8, 2023 · 13 followers View post →

Genetic Variation

@gen_var_papes · X

High-fat diet and oral infection induced type 2 diabetes and obesity development under different genetic backgrounds https://t.co/BpImPAZYvJ https://t.co/ONKwpjdm9h

Apr 8, 2023 · 213 followers View post →

Fusobacterium Papers

@fusopapers · X

High-fat diet and oral infection induced type 2 diabetes and obesity development under different genetic backgrounds https://t.co/FXUmci24k2 https://t.co/PBOV2Bbznx

Apr 7, 2023 · 98 followers View post →