Evidence map›Paper›PMID 41114184›Full record

ArticleACS omega2025

Adaptive Cold Atmospheric Plasma: Demonstration with In Vitro Cancer Treatment Experiments.

Zichao Hou, Li Lin, Taeyoung Lee, Michael Keidar

Abstract read
In one paragraph

Article in ACS omega, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed, 1 pooled it
–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

2 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. 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

4 authors.

Zichao HouDepartment of Mechanical and Aerospace Engineering, The George Washington University, 800 22nd St. NW, Washington, District of Columbia 20052, United States.ORCID https://orcid.org/0000-0001-9279-7683
Li LinDepartment of Mechanical and Aerospace Engineering, The George Washington University, 800 22nd St. NW, Washington, District of Columbia 20052, United States.ORCID https://orcid.org/0000-0003-0176-8858
Taeyoung LeeDepartment of Mechanical and Aerospace Engineering, The George Washington University, 800 22nd St. NW, Washington, District of Columbia 20052, United States.
Michael KeidarDepartment of Mechanical and Aerospace Engineering, The George Washington University, 800 22nd St. NW, Washington, District of Columbia 20052, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Cold atmospheric plasma (CAP) jets are ionized gases with a rich combination of reactive oxygen and nitrogen species, charged particles, and photons. It has been demonstrated the CAP is capable of eliminating cancer cells without damaging normal cells both in vitro and in vivo. However, obtaining a safe and reliable CAP treatment is challenging since the therapeutic effectiveness of the CAP treatment is affected not only by the CAP-generating parameters, such as discharge voltage and excited gas composition, but also by the surrounding environmental conditions, such as ambient temperature and humidity. Furthermore, even under the same treatment conditions, cancer cells may respond differently due to their stochastic nature. To address these challenges, this paper presents an adaptive CAP cancer treatment framework with real-time electrochemical impedance spectroscopy in situ diagnostics. Particularly, the EIS-based in situ diagnostics is studied with the canonical correlation analysis, where the correlation between impedance measurements and CAP treatment effectiveness, i.e., cell viability, is investigated. With an established correlation, real-time cell viability can be predicted with given impedance measurements. The capability of the proposed in situ diagnostics and adaptive plasma cancer treatment framework is evaluated with in vitro experiments under both nominal and perturbed treatment conditions.

Identifiers

PMID41114184
PMCPMC12529170

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.