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Record W3214034969

Preclinical studies of dual-photosensitizer PDT combined with optical clearing for treatment of cutaneous melanoma (Conference Presentation)

2018· article· en· W3214034969 on OpenAlexaff
Layla Pires, Ana Gabriela Sálvio, Vanderlei Salvador Bagnato, Brian C. Wilson, Cristina Kurachi

Bibliographic record

VenueProceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 2018
Typearticle
Languageen
FieldMedicine
TopicPhotodynamic Therapy Research Studies
Canadian institutionsPrincess Margaret Cancer CentreUniversity of Toronto
Fundersnot available
KeywordsPhotodynamic therapyMedicineMelanomaPhotosensitizerSkin cancerIn vivoCancer researchPathologyCancerInternal medicineChemistry
DOInot available

Abstract

fetched live from OpenAlex

Melanoma is the most aggressive type of skin cancer with high rates of recurrence, morbidly and mortality. Current standard treatment involves surgery, chemotherapy, immunotherapy and also radiation therapy but the response is limited to early-stage tumors. Photodynamic therapy (PDT) is already established as an effective therapeutic option for cutaneous pre-malignant lesions and non-melanoma skin cancer but has shown very limited efficacy for pigmented lesions as melanoma, where the high melanin absorption limits light penetration, preventing complete treatment. Optical clearing agents (OCA) are hyperosmotic agents that work by dehydrating tissue and matching the tissue refractive index, thereby reducing scattering and improving light penetration. here, OCA was used in combination with single and dual photosensitizer-based PDT, targeting the tumor cells and vasculature to improve treatment response in both melanotic and amelanotic melanoma models in vivo. Vascular-targeted PDT was more efficient for amelanotic tumors, independent of the use of OCA and could treat the whole tumor in a single treatment session. However, for the melanotic tumors, OCA significantly improved PDT response for the both vascular-targeted and dual-agent PDT. The best result was obtained with the latter, resulting in no tumor being detected by H&E staining and S100 immunostaining. These initial pre-clinical results show the potential use of dual agent PDT enhanced by OCA for the treatment of pigmented cutaneous melanoma.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.090
Threshold uncertainty score0.916

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.039
GPT teacher head0.324
Teacher spread0.285 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

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

Citations0
Published2018
Admission routes1
Has abstractyes

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Same venueProceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIESame topicPhotodynamic Therapy Research StudiesFrench-language works237,207