Exploring the Lived Experience of Acne in the United States and the United Kingdom: Social Media Analysis
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By
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John S Barbieri
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Valentine Delore
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Isabelle Vieillard
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Sandrine Samson
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Esteban Puentes
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Joelle Malaab
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Melanie Sambrès
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Manissa Talmatkadi
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Stéphane Schück
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June 23, 2026
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Clinical Scorecard: Investigating the Personal Impact of Acne in the U.S. and U.K.: A Social Media Perspective
At a Glance
| Category | Detail |
|---|
| Condition | Acne |
| Key Mechanisms | Excess sebum production, follicular hyperkeratinization, overgrowth of Cutibacterium acnes bacteria, inflammation |
| Target Population | Young adults and adolescents, with a significant number of adults affected |
| Care Setting | Social media as a source of health-related information and community support |
Key Highlights
- Acne affects approximately 230 million people worldwide.
- Up to 50% of women and 30% of men experience acne into adulthood.
- Acne has significant impacts on mental health, self-esteem, and body image.
- Social media is increasingly used by individuals with acne for support and information.
- The study utilized natural language processing and machine learning to analyze social media posts.
Guideline-Based Recommendations
Diagnosis
- Acne is diagnosed based on clinical evaluation of skin lesions.
Management
- Treatment options include topical and systemic medications, procedures, diet, and lifestyle interventions.
Monitoring & Follow-up
- Monitor the effectiveness of treatments and the psychological impact on patients.
Risks
- Individuals with acne may face stigmatization affecting their mental health and quality of life.
Patient & Prescribing Data
Individuals with acne, particularly young adults and adolescents.
Treatment approaches should consider the psychological and social impacts of acne.
Clinical Best Practices
- Engage with patients about the psychosocial effects of acne.
- Utilize a multidisciplinary approach involving dermatologists and mental health professionals.
- Encourage patients to seek reliable information and support through appropriate channels.
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