GooglePills_Proposal_Skin_Cancer (Gemini 3.0 + PhytoIntelligence 1.9)

Background: Conventional pharmacotherapy for metastatic melanoma and advanced squamous cell carcinoma faces significant challenges, primarily driven by acquired resistance to BRAF/MEK inhibitors and immune checkpoint blockade failure. The PhytoIntelligence 1.9 (PI 1.9) algorithm leverages computational docking and systems biology to identify synergistic phytochemical complexes capable of multi-nodal signaling inhibition. Objective: This protocol delineates the theoretical framework and experimental validation of "Dermo-Phyt 4X," a combinatorial formulation targeting the MAPK/ERK, PI3K/AKT/mTOR, and JAK/STAT pathways simultaneously. Projected Outcomes: We hypothesize that the PI 1.9 derived formulation will demonstrate aCombination Index (CI) < 0.8 (indicating strong synergy) in A375 and SK-MEL-28 cell lines, restoring apoptotic sensitivity in chemoresistant phenotypes via the downregulation of Bcl-2 and suppression of NF-κB nuclear translocation. This protocol provides the standard operating procedures for in vitro validation and statistical power analysis for subsequent in vivo translation.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-01-03
DOI
https://doi.org/10.5281/zenodo.18140732
Primary Topic
Melanoma and MAPK Pathways
Type
article
Field-Weighted Citation Impact
0.00
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article

GooglePills_Proposal_Skin_Cancer (Gemini 3.0 + PhytoIntelligence 1.9)

Marie Seshat Landry
Zenodo (CERN European Organization for Nuclear Research)
Melanoma and MAPK Pathways
article

GooglePills_Proposal_Skin_Cancer (Gemini 3.0 + PhytoIntelligence 1.9)

Marie Seshat Landry
article en

Abstract

Background: Conventional pharmacotherapy for metastatic melanoma and advanced squamous cell carcinoma faces significant challenges, primarily driven by acquired resistance to BRAF/MEK inhibitors and immune checkpoint blockade failure. The PhytoIntelligence 1.9 (PI 1.9) algorithm leverages computational docking and systems biology to identify synergistic phytochemical complexes capable of multi-nodal signaling inhibition. Objective: This protocol delineates the theoretical framework and experimental validation of "Dermo-Phyt 4X," a combinatorial formulation targeting the MAPK/ERK, PI3K/AKT/mTOR, and JAK/STAT pathways simultaneously. Projected Outcomes: We hypothesize that the PI 1.9 derived formulation will demonstrate aCombination Index (CI) < 0.8 (indicating strong synergy) in A375 and SK-MEL-28 cell lines, restoring apoptotic sensitivity in chemoresistant phenotypes via the downregulation of Bcl-2 and suppression of NF-κB nuclear translocation. This protocol provides the standard operating procedures for in vitro validation and statistical power analysis for subsequent in vivo translation.

Zenodo (CERN European Organization for Nuclear Research)
International Society for Optics and Photonics (US)
Good health and well-being
Openalex Percentile: Top 97%
Melanoma and MAPK Pathways
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