Evidence map›Paper›PMID 41590288›Full record

ArticleBiosensors2026

Evaluation of the Cellsway Microfluidic CTC Enrichment and Identification Platform for CTC Detection in Metastatic NSCLC.

Ebru Özgür, Ayça Çırçır, Begüm Şen Doğan, Şebnem Şahin, Gizem Karayalçın, Mehmet Alper Demir, Başak Erkek, Enes Demirtaş, Özge Zorlu, Furkan Ceylan and 4 more

Abstract read
In one paragraph

Article in Biosensors, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
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

14 authors.

Ebru ÖzgürMikro Biyosistemler A.S., 06530 Ankara, Türkiye.ORCID 0000-0002-2469-0267
Ayça ÇırçırMikro Biyosistemler A.S., 06530 Ankara, Türkiye.ORCID 0000-0002-0854-5932
Begüm Şen DoğanMikro Biyosistemler A.S., 06530 Ankara, Türkiye.ORCID 0000-0002-1846-8985
Şebnem ŞahinMikro Biyosistemler A.S., 06530 Ankara, Türkiye.ORCID 0000-0002-7694-7781
Gizem KarayalçınMikro Biyosistemler A.S., 06530 Ankara, Türkiye.ORCID 0000-0002-4649-6932
Mehmet Alper DemirMikro Biyosistemler A.S., 06530 Ankara, Türkiye.ORCID 0000-0002-3556-2068
Başak ErkekMikro Biyosistemler A.S., 06530 Ankara, Türkiye.ORCID 0009-0000-9808-0608
Enes DemirtaşMikro Biyosistemler A.S., 06530 Ankara, Türkiye.
Özge ZorluMikro Biyosistemler A.S., 06530 Ankara, Türkiye.ORCID 0000-0002-9570-0434
Furkan CeylanDepartment of Medical Oncology, Ankara Bilkent City Hospital, 06800 Ankara, Türkiye.ORCID 0000-0002-1944-0861
Haluk KülahMikro Biyosistemler A.S., 06530 Ankara, Türkiye.ORCID 0000-0003-1331-4474
Nuri KaradurmuşDepartment of Medical Oncology, University of Health Sciences, Gülhane Training and Research Hospital, 06010 Ankara, Türkiye.ORCID 0000-0003-3291-8062
Mehmet Ali Nahit ŞendurDepartment of Medical Oncology, Ankara Bilkent City Hospital, 06800 Ankara, Türkiye.ORCID 0000-0001-7021-6139
Saadettin KılıçkapDepartment of Medical Oncology, Faculty of Medicine, İstinye University, 34408 İstanbul, Türkiye.ORCID 0000-0003-1637-7390

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Lung cancer is the leading cause of cancer-related mortality worldwide, with non-small-cell lung cancer (NSCLC) accounting for the majority of cases. Standard tissue biopsies are invasive and unsuitable for repeated monitoring. Liquid biopsy technologies, particularly circulating tumor cell (CTC) analysis, offer a minimally invasive alternative for real-time disease tracking. To address the need for efficient and reproducible CTC isolation, we developed the Cellsway microfluidic CTC enrichment and identification platform, which employs inertial hydrodynamics in a spiral-shaped microfluidic channel comprising hydrofoil-shaped pillars to enable high-throughput, label-free enrichment of CTCs while preserving cell integrity, followed by an optimized CTC identification assay. Analytical performance assessed through spiking experiments using NSCLC cell lines demonstrated recovery rates of 91.9% for H1975 cells and 78.3% for A549 cells. Clinical validation was performed on blood samples from 51 stage IV NSCLC patients. A 7.5 mL volume of peripheral blood was processed with the SwayBox platform, and enriched CTCs were identified through an optimized multiplex immunofluorescence protocol. CTCs were detected in 47% of NSCLC patients, with counts ranging from 0 to 72 cells per 7.5 mL of blood. At a cutoff of 1 CTC per 7.5 mL, the assay achieved a specificity of 95%. Patient-derived CTCs exhibited smaller mean diameters compared to cultured NSCLC cell lines, yet were effectively enriched through hydro-dynamic tuning. These findings demonstrate that the Cellsway platform enables efficient and re-producible CTC isolation with high specificity, supporting its potential utility for clinical monitoring and precision oncology in NSCLC.

Indexed as

Carcinoma, Non-Small-Cell LungLung NeoplasmsNeoplastic Cells, CirculatingCell Line, TumorCell SeparationHumansLiquid BiopsyMicrofluidic Analytical TechniquesMicrofluidicscirculating tumor cells (CTC)liquid biopsymicrofluidicsnon-small-cell lung cancer (NSCLC)size-based separation

Identifiers

PMID41590288
PMCPMC12839279

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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.