Laboratory visual for the formulation materials edition of Muzi Recommendations
RecommendationsDaily Literature Watch
Editorial summary

An English reading guide to 7 source papers selected by the existing GreenDee science workflow, with emphasis on formulation materials, skin biology and safety assessment. No new literature search was performed for this GreenZn edition.

7Papers retained
7Full texts reviewed
7Journals represented
21Located evidence points
Reading map

Three signals to carry into development

7 papers

formulation materials

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

6 papers

skin biology

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

4 papers

safety assessment

Keep hazard, exposure, test model and uncertainty separate, and do not treat inclusion in a paper as a finished-product safety conclusion.

Evidence layer

What this edition covers

The GreenDee source workflow screened 10 candidates and retained 7 papers with located evidence for this edition. The reading set spans formulation materials, skin biology, safety assessment and oxidative stress and inflammation.

7 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
Molecules (Basel, Switzerland) · 2026

Smarter Skin Delivery: Nanosomes and Advanced Nanocarriers in Cutting-Edge Cosmetics.

skin biologytopical deliveryformulation materialssafety assessment

Why it stays on the reading list

This paper was retained as a research lead for skin biology, topical delivery, 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

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/molecules31081312
02
Toxicology reports · 2026

Heavy metal contamination in cosmetic hair dyes, dermal health risk assessment, and in vivo toxicological implications among exposed women in Khartoum, Sudan.

skin biologyformulation materialssafety assessment

Why it stays on the reading list

This paper was retained as a research lead for skin biology, 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

Separate human, ex-vivo, reconstructed-skin, cell and animal evidence before transferring a biological signal to a cosmetic project. Track material identity, composition, process order, rheology and stability in the complete formula rather than judging an isolated ingredient.

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.toxrep.2026.102335
03
Scientific reports · 2026

Characterization of self-emulsifying macadamia nut oil fermented by Epidermidibacterium keratini mutant EPI-7-i originated from skin flora as a novel cosmetic ingredient.

skin biologyoxidative stress and inflammationtopical deliveryformulation materials

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 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 10.1038/s41598-026-47367-z
04
Antioxidants (Basel, Switzerland) · 2025

Valorization of Hazelnut (Corylus avellana L.) Skin By-Product as a Multifunctional Ingredient for Cosmetic Emulsions.

skin biologyoxidative stress and inflammationmicrobiome and immunityformulation materialssafety assessmentoptics, 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, microbiome and immunity, formulation materials, safety assessment 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/antiox14101199
05
International journal of cosmetic science · 2025

Cosmetic emulsions containing innovative complex coacervates: A cross-sectional study.

skin biologyoxidative stress and inflammationtopical deliveryformulation materialssafety 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, 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

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 10.1111/ics.13035
06
Journal of cosmetic dermatology · 2026

Impact of Ceramide Acyl Chain Length on Human Skin Barrier Recovery and Hydration.

skin biologyformulation materials

Why it stays on the reading list

This paper was retained as a research lead for skin biology 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. Track material identity, composition, process order, rheology and stability in the complete formula rather than judging an isolated ingredient.

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 10.1111/jocd.70795
07
RSC advances · 2026

From biopolymers to Pickering emulsions: a green chemistry strategy to replace microplastics in next-generation cosmetics.

formulation materials

Why it stays on the reading list

This paper was retained as a research lead for 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

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

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 10.1039/d6ra01252c

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.