Laboratory visual for the skin biology edition of Muzi Recommendations
RecommendationsDaily Literature Watch
Editorial summary

An English reading guide to 6 source papers selected by the existing GreenDee science workflow, with emphasis on skin biology, oxidative stress and inflammation and formulation materials. No new literature search was performed for this GreenZn edition.

6Papers retained
6Full texts reviewed
5Journals represented
10Located evidence points
Reading map

Three signals to carry into development

5 papers

skin biology

Separate human, ex-vivo, reconstructed-skin, cell and animal evidence before transferring a biological signal to a cosmetic project.

4 papers

oxidative stress and inflammation

Separate chemical antioxidant assays from cell, tissue and human endpoints, and retain the exposure conditions that produced the result.

3 papers

formulation materials

Track material identity, composition, process order, rheology and stability in the complete formula rather than judging an isolated ingredient.

Evidence layer

What this edition covers

The GreenDee source workflow screened 10 candidates and retained 6 papers with located evidence for this edition. The reading set spans skin biology, oxidative stress and inflammation, formulation materials and safety assessment.

6 papers were recorded as full-text reviewed. The count describes the source workflow status; it is not a quality score and does not establish that every result is transferable to a cosmetic ingredient, formula or market claim.

Evidence layer

How international teams should use the list

Use each paper as a route to a testable question: identify the study model, exposure conditions, measured endpoint, comparator and limitation before discussing commercial relevance.

Formulation teams can translate a relevant paper into a small comparison matrix. Marketing and sales teams should retain the distinction between a published research signal, an ingredient specification, finished-product evidence and an authorised market claim.

01
NAM journal · 2026

Defining benchmarking in the context of safety assessment of personal care and cosmetic products using New Approach Methodologies.

formulation materialssafety assessment

Why it stays on the reading list

This paper was retained as a research lead for formulation materials and safety assessment. Its value is to open a specific technical question, not to endorse a material or provide a ready-made commercial conclusion.

Muzi editorial lens

Track material identity, composition, process order, rheology and stability in the complete formula rather than judging an isolated ingredient. Keep hazard, exposure, test model and uncertainty separate, and do not treat inclusion in a paper as a finished-product safety conclusion.

Before transferring the result

Before applying it, return to the cited source and confirm the original methods, population or model, dose or exposure, comparator, endpoint and stated limitations. Then define the smallest formula-specific experiment that could disprove the proposed transfer.

DOI 10.1016/j.namjnl.2026.100111
02
Frontiers in medicine · 2025

Evaluating efficacy, safety, and innovation in skin care applications of essential oils: a systematic review.

skin biologyoxidative stress and inflammationformulation materials

Why it stays on the reading list

This paper was retained as a research lead for skin biology, oxidative stress and inflammation and formulation materials. Its value is to open a specific technical question, not to endorse a material or provide a ready-made commercial conclusion.

Muzi editorial lens

Separate human, ex-vivo, reconstructed-skin, cell and animal evidence before transferring a biological signal to a cosmetic project. Separate chemical antioxidant assays from cell, tissue and human endpoints, and retain the exposure conditions that produced the result.

Before transferring the result

Before applying it, return to the cited source and confirm the original methods, population or model, dose or exposure, comparator, endpoint and stated limitations. Then define the smallest formula-specific experiment that could disprove the proposed transfer.

DOI 10.3389/fmed.2025.1589691
03
Pharmaceutics · 2026

Encapsulation of Cannabidiol in Chitosan-Stabilized Argan Oil Nanoemulsion as a Potential Dermal Drug Delivery System for Psoriasis Treatment.

skin biologyoxidative stress and inflammationtopical deliverysafety assessment

Why it stays on the reading list

This paper was retained as a research lead for skin biology, oxidative stress and inflammation, topical delivery and safety assessment. Its value is to open a specific technical question, not to endorse a material or provide a ready-made commercial conclusion.

Muzi editorial lens

Separate human, ex-vivo, reconstructed-skin, cell and animal evidence before transferring a biological signal to a cosmetic project. Separate chemical antioxidant assays from cell, tissue and human endpoints, and retain the exposure conditions that produced the result.

Before transferring the result

Before applying it, return to the cited source and confirm the original methods, population or model, dose or exposure, comparator, endpoint and stated limitations. Then define the smallest formula-specific experiment that could disprove the proposed transfer.

DOI 10.3390/pharmaceutics18030286
04
Cell death & disease · 2022

Advances in the pathogenesis of psoriasis: from keratinocyte perspective.

skin biologyoxidative stress and inflammationmicrobiome and immunity

Why it stays on the reading list

This paper was retained as a research lead for skin biology, oxidative stress and inflammation and microbiome and immunity. Its value is to open a specific technical question, not to endorse a material or provide a ready-made commercial conclusion.

Muzi editorial lens

Separate human, ex-vivo, reconstructed-skin, cell and animal evidence before transferring a biological signal to a cosmetic project. Separate chemical antioxidant assays from cell, tissue and human endpoints, and retain the exposure conditions that produced the result.

Before transferring the result

Before applying it, return to the cited source and confirm the original methods, population or model, dose or exposure, comparator, endpoint and stated limitations. Then define the smallest formula-specific experiment that could disprove the proposed transfer.

DOI 10.1038/s41419-022-04523-3
05
Pharmaceutics · 2026

Advances in Nanotechnology-Based Topical Delivery Systems for Skincare Applications.

skin biologytopical deliveryformulation materials

Why it stays on the reading list

This paper was retained as a research lead for skin biology, topical delivery and formulation materials. Its value is to open a specific technical question, not to endorse a material or provide a ready-made commercial conclusion.

Muzi editorial lens

Separate human, ex-vivo, reconstructed-skin, cell and animal evidence before transferring a biological signal to a cosmetic project. Distinguish release, surface deposition, follicular localisation and deeper penetration; they are different endpoints with different relevance.

Before transferring the result

Before applying it, return to the cited source and confirm the original methods, population or model, dose or exposure, comparator, endpoint and stated limitations. Then define the smallest formula-specific experiment that could disprove the proposed transfer.

DOI 10.3390/pharmaceutics18010063
06
International journal of molecular sciences · 2016

Signaling Pathways in Melanogenesis.

skin biologyoxidative stress and inflammationpigmentation and skin toneoptics, colour and sensory science

Why it stays on the reading list

This paper was retained as a research lead for skin biology, oxidative stress and inflammation, pigmentation and skin tone and optics, colour and sensory science. Its value is to open a specific technical question, not to endorse a material or provide a ready-made commercial conclusion.

Muzi editorial lens

Separate human, ex-vivo, reconstructed-skin, cell and animal evidence before transferring a biological signal to a cosmetic project. Separate chemical antioxidant assays from cell, tissue and human endpoints, and retain the exposure conditions that produced the result.

Before transferring the result

Before applying it, return to the cited source and confirm the original methods, population or model, dose or exposure, comparator, endpoint and stated limitations. Then define the smallest formula-specific experiment that could disprove the proposed transfer.

DOI 10.3390/ijms17071144

Editorial and use boundary

This English edition is distilled from the already-published GreenDee paper list. It does not reproduce paper abstracts or full text, and it does not convert literature findings into ingredient efficacy, safety, regulatory or finished-product claims. Readers should review the cited source and validate the intended application.