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Multi-cancer Detection Using Pattern Formation in Drying Body Fluids: A Systematic Review and Meta-Analysis of Diagnostic Test Accuracy Studies.

作者信息

Kokornaczyk Maria Olga, Reif Marcus, Loef Martin, Walach Harald, Bodrova Natalia Borisovna, Doesburg Paul, da Costa Batista João Vitor, Pannek Jürgen, Shah Devika, Castelàn Mario, Baumgartner Stephan

机构信息

Society for Cancer Research, Arlesheim, Switzerland.

University of Bern, Institute of Complementary and Integrative Medicine, Bern, Switzerland.

出版信息

Technol Cancer Res Treat. 2025 Jan-Dec;24:15330338251333994. doi: 10.1177/15330338251333994. Epub 2025 Sep 1.


DOI:10.1177/15330338251333994
PMID:40888601
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12402661/
Abstract

IntroductionThe ability to detect multiple cancer types with high sensitivity has the potential to reduce diagnostic delays and improve treatment outcomes. Diagnostic patterning tests (DPTs), which utilize self-organized patterns in drying body fluids, are a relatively unexplored diagnostic method. This systematic review and meta-analysis assessed their accuracy for multi-cancer detection.MethodsSearches were conducted in PubMed, Web of Science, eLibrary Russia, and other databases for studies evaluating DPT accuracy in cancer detection. Study quality was assessed using the QUADAS-2 tool. Data were analyzed for (i) untreated cancers, (ii) treated cancers, and (iii) precancerous conditions, with controls comprising (iv) healthy individuals and (v) non-cancer patients. Meta-analysis adhered to the Cochrane Handbook for Systematic Reviews of Diagnostic Test Accuracy.ResultsOf the 610 identified records, 41 studies involving 15,969 participants were included, encompassing 5265 cancer cases and 189 precancerous condition cases. Pooled sensitivity and specificity across all DPTs were 0.89 (95% CI, 0.83-0.93) and 0.90 (95% CI, 0.84-0.93), respectively. Copper chloride crystallization applied to blood demonstrated the highest sensitivity (0.93; 95% CI, 0.87-0.96) and specificity (0.93; 95% CI, 0.85-0.97), though differences between tests were not statistically significant.ConclusionDespite high heterogeneity and the potential risk of bias, DPTs showed a satisfactory degree of accuracy in detecting over 50 cancer types. Further research is needed to evaluate their potential for early cancer detection.

摘要
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d19c/12402661/951048a7693a/10.1177_15330338251333994-fig6.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d19c/12402661/eae11e4db5cc/10.1177_15330338251333994-fig2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d19c/12402661/0b88ac2453f1/10.1177_15330338251333994-fig3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d19c/12402661/db516de2e60b/10.1177_15330338251333994-fig4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d19c/12402661/c80528739516/10.1177_15330338251333994-fig5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d19c/12402661/951048a7693a/10.1177_15330338251333994-fig6.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d19c/12402661/eae11e4db5cc/10.1177_15330338251333994-fig2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d19c/12402661/0b88ac2453f1/10.1177_15330338251333994-fig3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d19c/12402661/db516de2e60b/10.1177_15330338251333994-fig4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d19c/12402661/c80528739516/10.1177_15330338251333994-fig5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d19c/12402661/951048a7693a/10.1177_15330338251333994-fig6.jpg

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本文引用的文献

[1]
Vortex-like vs. turbulent mixing of a Viscum album preparation affects crystalline structures formed in dried droplets.

Sci Rep. 2024-6-5

[2]
Artificial intelligence assisted patient blood and urine droplet pattern analysis for non-invasive and accurate diagnosis of bladder cancer.

Sci Rep. 2024-1-30

[3]
Evaluation of crystallization patterns in oral potentially malignant disorders and oral malignancies: A prospective study.

J Cancer Res Ther. 2023

[4]
Drying of bio-colloidal sessile droplets: Advances, applications, and perspectives.

Adv Colloid Interface Sci. 2023-4

[5]
Noninvasive detection of any-stage cancer using free glycosaminoglycans.

Proc Natl Acad Sci U S A. 2022-12-13

[6]
Deep learning applied to analyze patterns from evaporated droplets of Viscum album extracts.

Sci Rep. 2022-9-12

[7]
A Novel Blood-Based microRNA Diagnostic Model with High Accuracy for Multi-Cancer Early Detection.

Cancers (Basel). 2022-3-11

[8]
Diagnostic tests based on pattern formation in drying body fluids - A mapping review.

Colloids Surf B Biointerfaces. 2021-12

[9]
Texture Analysis of Dried Droplets for the Quality Control of Medicines.

Sensors (Basel). 2021-6-11

[10]
Clinical validation of a targeted methylation-based multi-cancer early detection test using an independent validation set.

Ann Oncol. 2021-9

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