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Record W1973881379 · doi:10.5430/jst.v3n2p50

Laser Photobiomodulation as a Potential Multi-Target Anticancer Therapy-Review

2013· article· en· W1973881379 on OpenAlexvenueno aff
Luis Santana‐Blank, Elizabeth Rodríguez–Santana, Jesús A. Santana-Rodríguez, Karin E. Santana‐Rodríguez

Bibliographic record

VenueJournal of Solid Tumors · 2013
Typearticle
Languageen
FieldMedicine
TopicLaser Applications in Dentistry and Medicine
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineMucositisAdverse effectRadiation therapyClinical trialMEDLINELow level laser therapyCancerMeta-analysisLaser therapyMedical physicsIntensive care medicineBioinformaticsInternal medicineLaser

Abstract

fetched live from OpenAlex

Background: Anticancer drugs directed at single specific molecular targets tend to induce transitory responses, followed by relapses. Laser photobiomodulation may offer the possibility of targeting multiple hallmarks of cancer by using fit-for-purpose electromagnetic (EM) energy aiming to restore homeostasis-homeokinesis . Methods/Principal Findings: A literature search of English-language articles in five databases (Medline, ISI Web of Knowledge, Cochrane, Google Scholar, Scirus) was conducted using search terms relating to cancer (neoplasm, advanced cancer, palliative) in combination with photobiomodulation and/or low-level laser therapy (LLLT) in the period from January 1990 to January 2013. Controlled clinical trials with at least 1 year of follow up and minimum compliance of 90% were included. Clinical studies evaluating lymphedema, mucositis or pain were also included to illustrate post-LLLT responses to adverse effects of chemo-radiotherapy. In vitro and in vivo studies were considered as preliminary data for clinical trials. Retrieved articles suggest that photobiomodulation can modulate anti-tumor effects and reduce the adverse effects of chemo-radiotherapy. Results are discussed giving particular attention to two mechanistic proposals with potential anticancer applications, photo-infrared pulsed biomodulation (PIPBM) and water oscillator (WO). Conclusions/Significance: Translational research with laser photobiomodulation as a multi-target (multi-hallmark) therapy in cancer and other complex diseases appears warranted.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.005
Threshold uncertainty score0.012

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0050.005
Science and technology studies0.0000.000
Scholarly communication0.0020.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0040.001

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.018
GPT teacher head0.335
Teacher spread0.317 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreReview

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations7
Published2013
Admission routes1
Has abstractyes

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Same venueJournal of Solid TumorsSame topicLaser Applications in Dentistry and MedicineFrench-language works237,207