Evidence map›Paper›PMID 40413718›Full record

ReviewPlanta2025

Unlocking the potential of essential oils in aromatic plants: a guide to recovery, modern innovations, regulation and AI integration.

Sneha Nayak, Roopa B Hegde, Abhishek S Rao, Ramaprasad Poojary

Abstract readReview
In one paragraph

Review in Planta, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

6 citing papers in PubMed.

  1. Article
  2. Review
  3. Review
  4. Effects of α-terpineol and 1,8-cineole fromFrontiers in veterinary science · 2026
    Article
  5. TiOMolecules (Basel, Switzerland) · 2025
    Article
  6. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Sneha NayakDepartment of Biotechnology, NMAM Institute of Technology, Nitte (Deemed to be University), Nitte, Karnataka, 574110, India.
Roopa B HegdeDepartment of Electronics and Communication Engineering, NMAM Institute of Technology, Nitte (Deemed to be University), Nitte, Karnataka, 574110, India.
Abhishek S RaoDepartment of Information Science and Engineering, NMAM Institute of Technology, Nitte (Deemed to be University), Nitte, Karnataka, 574110, India.
Ramaprasad PoojarySchool of Engineering and IT, Manipal Academy of Higher Education, Dubai Campus, P O Box no, 345050, Dubai, United Arab Emirates. ramap@dxb.manipal.edu.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

MAIN

conclusionEssential oils recovered from aromatic plants hold tremendous potential across diverse fields, which include therapeutic, industrial, and technological domains. Integrating advanced recovery techniques, regulatory frameworks, and AI-driven innovations can significantly elevate their sustainable production and application. There is a growing need for essential oils (EOs) due to their therapeutic and aromatic benefits, they have been explored across the globe. This comprehensive guide tries to give a glimpse of the skyrocketing potential of EOs by highlighting the advancements in recovery techniques, modern innovations, regulatory frameworks, and its integration with modern technologies like artificial intelligence (AI). The review highlights the importance of quality control in ensuring purity of EOs, discusses various extraction methods, and explores emerging technologies like supercritical fluid extraction and microwave-assisted extraction for successful and quick recovery of EOs with minimal energy requirements. The guide also delves into modern innovations such as encapsulation techniques and nanoemulsion formulations, expanding the scope of essential oils in industries like cosmetics, personal care, and healthcare sector. Addressing the regulatory aspect, the review emphasizes on the standardized quality testing, labeling, and safety considerations necessary for EOs to reach the market. Further, the paper explores the applications of EOs in business innovations such as preservatives to extend shelf life and aromatherapy for pain reduction. Overall, this guide provides valuable insights into the future of EOs, showcasing the possibilities enabled by advancements in techniques, innovations, regulations, and AI integration, benefiting researchers, industry professionals and public.

Indexed as

Artificial IntelligenceOils, VolatilePlantsAromatherapyQuality ControlOils, VolatileAromatherapyArtificial intelligenceBusiness innovationsDistillationEssential oilsMachine learningTissue culture

Identifiers

PMID40413718
PMCPMC12104116

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.