Integrative Metabolomics, Pharmacoinformatics and Experimental Studies Reveal the Neuroprotective Potential of Caulerpa racemosa Metabolites Against Alzheimerâs Disease

Handayani, Nita and Ningrum, Dhecella Winy Cintya and Hendrawan, Adha Fauzi and Yuniati, Anis and Romano, Raffaele and De Luca, Lucia and Santini, Antonello and Nurkolis, Fahrul (2025) Integrative Metabolomics, Pharmacoinformatics and Experimental Studies Reveal the Neuroprotective Potential of Caulerpa racemosa Metabolites Against Alzheimerâs Disease. Marine Drugs, 23 (12). ISSN 20513380

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Abstract

Alzheimerâs disease (AD) is a multifactorial neurodegenerative disorder characterized by cholinergic dysfunction, oxidative/nitrosative stress, and neuroinflammation. Marine green algae Caulerpa racemosa are rich in neuroactive lipids and fatty acid derivatives with reported antioxidant and anti-inflammatory properties. However, their integrated mechanistic potential against AD remains largely underexplored. This study aimed to elucidate the neuroprotective mechanisms of C. racemosa metabolites against AD using integrative metabolomics, network pharmacology, molecular docking, and in vitro validation assays. Untargeted LCâ HRMS profiling was performed to identify major metabolites in the ethanolic extract of C. racemosa. Neuroprotective targets were predicted via TargetNet, STRING, and Cytoscape (MCODE, CytoNCA). Functional enrichment was conducted using KEGG, GO (BP, MF, CC), and ClueGO. Molecular docking (CB-Dock2) validated compoundâ target interactions with ACHE, CHRM1, NOS1, and NOS2. Antioxidant (DPPH) and cholinesterase (AChE/BChE) inhibitory activities were evaluated in vitro. Metabolomic profiling identified lipid-dominant metabolitesâ oleamide, hexadecanamide, palmitoyl ethanolamide, α-linolenic acid, α-eleostearic acid, and 9-oxo-octadecadienoic acid. Network analysis revealed key AD-related hubs (ACHE, CHRM1, NOS1, NOS2) enriched in cholinergic regulation, arachidonic-acid metabolism, oxidative stress response, and nitric oxide signaling. Docking showed moderate multi-target affinities (â6.0 to â 8.4 kcal/mol), with α-linolenic acid, α-eleostearic acid, and oxidized C18 lipids exhibiting the strongest interactionsâ particularly with ACHE and NOS isoforms. In vitro assays showed moderate antioxidant activity (IC<sub>50</sub> = 120.97 ± 10.93 µg/mL) and cholinesterase inhibition (AChE IC<sub>50</sub> = 136.48 ± 1.70 µg/mL; BChE IC<sub>50</sub> = 145.98 ± 3.28 µg/mL), aligning with predicted multi-target interactions. C. racemosa extract exhibits neuroprotective potential through a synergistic combination of cholinergic modulation, antioxidant activity, NOS-mediated nitrosative stress reduction, and suppression of arachidonic-acid inflammatory pathways. These findings support C. racemosa as a promising marine-derived multi-target candidate for AD intervention, warranting further mechanistic and in vivo evaluation. © 2025 by the authors.

Item Type: Article
Additional Information: Cited by: 2; All Open Access; Gold Open Access; Green Open Access
Uncontrolled Keywords: Acetylcholinesterase; Alzheimer Disease; Antioxidants; Caulerpa; Cholinesterase Inhibitors; Humans; Metabolomics; Molecular Docking Simulation; Network Pharmacology; Neuroprotective Agents; Plant Extracts; algal extract; caulerpa racemosa extract; inducible nitric oxide synthase; neuronal nitric oxide synthase; unclassified drug; acetylcholinesterase; antioxidant; cholinesterase inhibitor; neuroprotective agent; plant extract; Alzheimer disease; antiinflammatory activity; antioxidant activity; arachidonic acid metabolism; Article; binding affinity; Caulerpa racemosa; chemical structure; computer model; degenerative disease; DPPH radical scavenging assay; gene ontology; green alga; IC50; KEGG; liquid chromatography-mass spectrometry; medical informatics; metabolite; metabolomics; molecular docking; nervous system inflammation; network analysis; neuroprotection; nitrosative stress; nonhuman; oxidative stress; pharmacoinformatics; protein protein interaction; systems pharmacology; Caulerpa; chemistry; drug therapy; human; metabolism; metabolomics; procedures
Subjects: R Medicine
Divisions: Artikel Ilmiah > SCOPUS INDEXED JOURNAL
Creators:
CreatorsNIM
Handayani, NitaUNSPECIFIED
Ningrum, Dhecella Winy CintyaUNSPECIFIED
Hendrawan, Adha FauziUNSPECIFIED
Yuniati, AnisUNSPECIFIED
Romano, RaffaeleUNSPECIFIED
De Luca, LuciaUNSPECIFIED
Santini, AntonelloUNSPECIFIED
Nurkolis, FahrulUNSPECIFIED
Depositing User: Nurma Harumiaty
Date Deposited: 02 Oct 2026 02:21
Last Modified: 02 Oct 2026 02:21
URI: http://repository.unair.ac.id/id/eprint/145958
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