Laboratory visual for the skin biology 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 skin biology, formulation materials and optics, colour and sensory science. 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

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

formulation materials

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

2 papers

optics, colour and sensory science

State the illumination, spectrum, colour space, geometry, film thickness and sensory method before comparing appearance or feel.

Evidence layer

What this edition covers

The GreenDee source workflow screened 12 candidates and retained 7 papers with located evidence for this edition. The reading set spans skin biology, formulation materials, optics, colour and sensory science and safety assessment.

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
Gels (Basel, Switzerland) · 2026

Dextrin Palmitate and Disteardimonium Hectorite Construct a Gel-like EHMC Matrix: Enhanced UVB Photoprotection and Plasma Exposure Modulation.

skin biologytopical deliveryformulation materialssafety assessmentoptics, colour and sensory science

Why it stays on the reading list

This paper was retained as a research lead for skin biology, topical delivery, 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. 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/gels12070561
02
Biomolecules · 2026

Cyclodextrin-Based Delivery Systems in Cosmeceuticals: Current Advances and Future Perspectives.

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/biom16071011
03
ACS omega · 2026

Smartphone Determination of Formaldehyde in Milk and Cosmetics Samples Using Gas-Diffusion Microextraction Devices Prepared by 3D Printing.

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 10.1021/acsomega.6c03601
04
Materials today. Bio · 2024

Olea europaea leaf exosome-like nanovesicles encapsulated in a hyaluronic acid / tannic acid hydrogel dressing with dual "defense-repair" effects for treating skin photoaging.

skin biologyoxidative stress and inflammationextracellular matrix and ageingoptics, 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, extracellular matrix and ageing 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 10.1016/j.mtbio.2024.101103
05
Cancers · 2017

Epidermal Growth Factor Receptor Cell Proliferation Signaling Pathways.

skin biology

Why it stays on the reading list

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

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/cancers9050052
06
Nano convergence · 2026

New approach methodologies for next-generation risk assessment of nanomaterials and nano-enabled products.

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 10.1186/s40580-026-00566-w
07
Scientific reports · 2020

Re-epithelialization and immune cell behaviour in an ex vivo human skin model.

skin biologymicrobiome and immunity

Why it stays on the reading list

This paper was retained as a research lead for skin biology 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. Define sampling site, baseline community, exposure and barrier endpoints; a microbial shift alone does not establish a skin benefit.

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/s41598-019-56847-4

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.