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May 1, 2026World Patent Information2 citationsOpen Access

Global innovation landscape of Ganoderma mushrooms: Integrating patent mapping, technological life cycle modeling, and an LLM keyword extraction

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MFMarlon Oliveira Alves FoffanoGCGabriel Machado CostaLALuiza da Silva Abreu

Key Points

  • The aim is to clarify the global patent status and technological advancements of Ganoderma mushrooms.
  • Analyzed patent data up to 2025, resulting in 17,920 patent families.
  • Applied life cycle modeling and IPC domain analysis.
  • Compared keyword extraction methods with a Large Language Model.
  • Patent activity showed three phases: emergence (1979-2009), exponential growth (2000-2018), and maturity (2018-2026).
  • China leads in patenting, followed by Korea, Japan, and the US.
  • Transition from formulation-based technologies to biotechnological domains is evident.

Abstract

Species of the genus Ganoderma have been used in traditional medicine for centuries and is now a strategic biotechnological resource. Despite its importance, no comprehensive patent analysis has mapped its technological development. This study aimed to clarify the global status, maturity, and innovation frontiers, providing a basis for future advancements. Patent data up to 2025 were analyzed, resulting in 17,920 patent families, using lifecycle modeling, mapping, profiling, and IPC domain analysis. It also compared keyword extraction methods (TF-IDF, KeyBERT) with a Large Language Model (Meta-Llama 3.2-1B), which outperformed traditional methods in generating domain-specific keywords. Patent activity had three phases: emergence (1979-2009), exponential growth (2000-2018), and maturity (2018-2026), with saturation around 2035. China led patenting, followed by Korea, Japan, and the US. Most patents were held by private companies, with academic institutions contributing R&D. IPC analysis indicates a transition from formulation-based technologies (A61K, A61P, A23L), which peaked between 2010 and 2015, toward sustained growth in biotechnological and processing domains (C12N, C12R, B01D, C08B) from 2014 onward. The findings show a mature yet evolving ecosystem, with Ganoderma mushrooms technologies moving from traditional pharmacology to bioprocess and bioeconomy applications.

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Cite This Study

Foffano et al. (2026) studied this question.

synapsesocial.com/papers/69f44464967e944ac5567688https://doi.org/10.1016/j.wpi.2026.102458
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