Evidence map›Paper›PMID 40060806›Full record

ReviewACS omega2025

Nanoscience in Action: Unveiling Emerging Trends in Materials and Applications.

Kevin J Hughes, Magesh Ganesan, Rumiana Tenchov, Kavita A Iyer, Krittika Ralhan, Leilani Lotti Diaz, Robert E Bird, Julian Ivanov, Qiongqiong Angela Zhou

Abstract readReview
In one paragraph

Review in ACS omega, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing 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

11 citing papers in PubMed.

  1. Article
  2. Review
  3. Review
  4. Review
  5. Article
  6. Article
  7. Review
  8. Article
  9. Article
  10. Review
  11. Article
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

9 authors.

Kevin J HughesCAS, a Division of the American Chemical Society, Columbus, Ohio 43210, United States.
Magesh GanesanACS International India Pvt. Ltd., Pune 411044, India.
Rumiana TenchovCAS, a Division of the American Chemical Society, Columbus, Ohio 43210, United States.ORCID https://orcid.org/0000-0003-4698-6832
Kavita A IyerCAS, a Division of the American Chemical Society, Columbus, Ohio 43210, United States.ORCID https://orcid.org/0000-0002-8476-0036
Krittika RalhanACS International India Pvt. Ltd., Pune 411044, India.
Leilani Lotti DiazCAS, a Division of the American Chemical Society, Columbus, Ohio 43210, United States.ORCID https://orcid.org/0000-0001-5955-9595
Robert E BirdCAS, a Division of the American Chemical Society, Columbus, Ohio 43210, United States.ORCID https://orcid.org/0000-0001-6965-975X
Julian IvanovCAS, a Division of the American Chemical Society, Columbus, Ohio 43210, United States.ORCID https://orcid.org/0000-0002-3519-359X
Qiongqiong Angela ZhouCAS, a Division of the American Chemical Society, Columbus, Ohio 43210, United States.ORCID https://orcid.org/0000-0001-6711-369X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Since their inception in the early 1960s, the use of nanoscale materials has progressed in leaps and bounds, and their role in diverse fields ranging from human health to energy is undeniable. In this report, we utilize the CAS Content Collection, a vast repository of scientific information extracted from journals and patent publications, to identify emerging topics in this field. This involves understanding trends, such as the growth of certain topics over time, as well as establishing relationships among emerging topics. We achieved this by using a host of strategies including a quantitative natural language processing (NLP) approach to identify over 270 emerging topics and subtopics across three major categories-materials, applications, and properties-by surveying over 3 million documents spanning across two decades in the nanoscience landscape. This wealth of information has been condensed into several conceptual Trendscape maps and other data visualizations, providing metrics related to the growth of identified emerging concepts, and grouped into hierarchical classes, and the connections between them have been explored. Our extensive analysis taking advantage of an NLP-based approach along with robust CAS indexing provides valuable insights in the field that we hope can help to inform and drive future research efforts. In a series of interconnected papers, we will present our findings from this project, with a focus on four major applications of nanoscale materials-drug delivery, sensors, energy, and catalysis-to provide a more comprehensive and detailed picture of the use of nanotechnology in these fields.

Identifiers

PMID40060806
PMCPMC11886759

What OpenQuestion holds

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Registered trials

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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.