Skip to main content
NIHPA Author Manuscripts logoLink to NIHPA Author Manuscripts
. Author manuscript; available in PMC: 2017 Feb 1.
Published in final edited form as: Curr Opin Chem Eng. 2016 Feb 10;11:59–66. doi: 10.1016/j.coche.2016.01.005

The incorporation of microfluidics into circulating tumor cell isolation for clinical applications

Molly Kozminsky a,b,c, Yang Wang a,b,c, Sunitha Nagrath a,b,c
PMCID: PMC5108367  NIHMSID: NIHMS757016  PMID: 27857883

Abstract

The second leading cause of death in the United States, cancer is at its most dangerous as it spreads to secondary locations. Cancer cells in the blood stream, or circulating tumor cells (CTCs), present an opportunity to study metastasis provided they may be extracted successfully from blood. Engineers have accelerated the development of technologies that achieve this goal based on exploiting differences between tumor cells and surrounding blood cells such as varying expression patterns of membrane proteins or physical characteristics. Collaboration with biologists and clinicians has allowed additional analysis and will lead to the use of these rare cells to their full potential in the fight against cancer.

Introduction

Complicating the study of cancer is its inherent heterogeneity: a potentially broad spectrum of cells may be present in the primary tumor, but not all of these cells are capable of completing the metastatic cascade, the multistep process by which cancer spreads, causing over 90% of cancer deaths [1]. The traditional invasive tissue biopsy may miss the cells that are most dangerous to the patient. In contrast, the “liquid biopsy,” or blood draw, presents a minimally invasive alternative that could target those cells already traveling in the blood to a distant location. These circulating tumor cells (CTCs) are incredibly rare and may be present at a frequency as low as one CTC per one billion normal blood cells [2]. There have been several macroscale attempts to isolate CTCs based on how they differ from the surrounding blood cells, including the FDA approved CellSearch system [3]. However, these technologies suffered from drawbacks such as the low yield and sensitivity, fixation requirements, and high white blood cell (WBC) contamination [4-7]. The successful sensitive selection of viable cells was greatly advanced through the introduction of the CTC Chip [8], a microfluidic technology that also marked the entry of engineers into this field. Microfluidic systems offer the advantages of low footprint, small sample volume, low reagent usage, pre-established inexpensive rapid prototyping methods, diffusion dominated transport, and a length scale on par with cellular systems [9], making them a natural fit for use in CTC research.

Engineers continue to play an integral role in the further optimization of CTC isolation, aiming for increased sample throughput, target cell sensitivity and purity, and viability to ultimately allow the complete interrogation of this useful cell population. As the interest and publication of CTC technologies continues to increase [10], engineers working with teams of clinical collaborators are using varied principles and techniques within microfluidic capture devices (Figure 1). Exploitation of expression of cell surface markers, size variation, and other differences have allowed some success (Table 1), and will be covered below, in addition to applications of such devices and potential future directions and challenges.

Figure 1. Circulating tumor cell (CTC) isolation technologies.

Figure 1

A brief history of CTC isolation technologies beginning with the first FDA approved technique, CellSearch. Microfluidics was introduced in 2007 with the CTC Chip. Subsequent developments have occurred in the areas of immunocapture and size based isolation. Figures used with permission from (left to right): Janssen Diagnostics LLC; [17]; [21] Copyright 2013 American Association for the Advancement of Science; [20] Copyright 2013 Nature Publishing Group; [26]; [19] Copyright 2014 Wiley-VCH Verlag GmbH & Co. KGaA, Weinheim; [31] Copyright 2014 AIP Publishing LLC.

Table 1.

Circulating tumor cell (CTC) isolation technologies.

Technology Year Capture efficiency Purity Throughput Clinical verification References
CellSearch 2004 85.50% low breast, bladder, colorectal, gastric,
lung, ovarian, pancreatic, prostate,
renal
3
CTC Chip 2007 >60% 50% 1 mL/hr breast, colon, lung, pancreatic,
prostate
8, 11, 43
GEDI 2009 78-85% 68% 1 mL/hr breast, gastric, pancreatic, prostate 12, 13, 38
HTMSU 2008 94.50% 1.6 mL/hr pancreatic (PDX mouse) 14, 39
HT-CTC Chip 2014 86% 1.38 mL/hr prostate 15
Nano Velcro 2011 95% 0.5 mL/hr lung 16
Hb Chip 2010 92% 14% 1.2 mL/hr prostate 17, 41
LbL Hb Chip 2015 96% high breast, lung 18
Oncobean 2014 82.7-100% higher with increased flow
rates
up to 10 mL/hr breast, lung, pancreatic 19
GO Chip 2013 94.20% high 1 mL/hr breast, lung, pancreatic 20
CTC-iChip 2013 77.8-98.6% 2.5-3.5 log depletion 8 mL/hr breast, colorectal, lung, pancreatic,
prostate
21, 42, 44
VerIFAST 2014 90% lung 22
SB microfilter 2014 78-83% 1.7–2 × 103 around 5 ml/hr tested in mouse model 26
FMSA device 2014 92.6% 1.4 × 104 around 45 mL/hr breast, colorectal, and lung 27, 40
Vortex technology 2014 10-20% 57–95% for clinical samples lung, breast 29
Multiplex spiral device 2013 >85% 10% 3 ml/hr lung 34
ApoStream (DEP) 2011 70% reduction of WBCs
99.33% ± 0.56% (2-3 log
depletion)
1 ml/hr prostate, breast, lung,
hepatocellular, bladder
35
taSSAW 2013 >83% around 90% removal rate of
WBCs (1 log depletion)
1.2ml/hr lung 36, 37

Relevant performance characteristics of the discussed CTC isolation technologies. Capture efficiency refers to the percentage of cells isolated in cell spike experiments with cancer cell lines in whole blood. Purity refers to the captured number of target cells as opposed to captured non-target cells as expressed either as a percentage or log depletion. Blank spaces indicate that this metric was not provided by the reference.

Immunocapture of CTCs: a biomarker dependent but highly specific technique

Immunocapture, which is used by CellSearch, the CTC Chip, and many subsequent devices (Figure 2), takes advantage of the variety in proteins expressed on the cell membrane of CTCs but not of WBCs, such as the epithelial cellular adhesion molecule (EpCAM), that may be targeted by antibodies against such moieties that are tethered to a surface or feature. The CTC Chip consisted of 780,000 microposts etched in silicon which were then functionalized with antibodies against EpCAM (anti-EpCAM) and was validated with blood samples from lung, prostate, pancreatic, breast and colon cancer patients. This device viably detected cells in a greater percentage of patients and at lower levels and with higher purity than shown by the CellSearch system. This enabled the molecular characterization of CTCs demonstrating tumor specific genetic alterations present in CTCs [11]. However the need for higher throughput, sensitivity, and the ability to further characterize and study these cells beyond enumeration prompted further developments.

Figure 2. Immunocapture methods for microfluidic circulating tumor cell (CTC) isolation.

Figure 2

Examples of a number of techniques used to improve metrics such as sensitivity, purity, throughput, and ease of use or fabrication of immunocapture devices include the use of silicon microposts, thermoplastics, micromixers, radial flow, nanomaterials, and immunomagnetic separation. Figures used or adapted with permission from (clockwise from bottom left): [12] Copyright 2010 The Royal Society of Chemistry; [14] Copyright 2008 American Chemical Society; [15] Copyright 2013 Springer-Verlag Berlin Heidelberg; [16] Copyright 2015 American Chemical Society; [17]; [18] Copyright 2015 WILEY-VCH Verlag GmbH & Co. KGaA, Weinheim; [19] Copyright 2014 Wiley-VCH Verlag GmbH & Co. KGaA, Weinheim; Photo credit Joseph Xu; [21] Copyright 2013 American Association for the Advancement of Science; [22] Copyright 2014 The Royal Society of Chemistry.

Computational fluid dynamics simulation assisted the redesign of micropost shape and layout in the geometrically enhanced differential immunocapture (GEDI) octagonal micropost device that has been functionalized with anti-prostate specific membrane antigen (PSMA) [12] or anti-HER2 to target breast and gastric cancers as validated with patient samples [13]. In contrast to micropost devices, high aspect ratio serpentine thermoplastic microchannels maximize collisions between anti-EpCAM functionalized channel walls and CTCs. By using 51 parallel microchannels embossed in polymethylmethacrylate (PMMA), the high throughput microsampling unit (HTMSU) enabled efficient sample processing followed by immediate enumeration of captured CTCs via platinum conductivity sensor [14]. Modifications to the inlet and outlet design as well as the substrate material, now cyclic olefin copolymer (COC), yielded the high-throughput (HT) CTC device [15]. In the NanoVelcro system, cells were released using a thermoresponsive polymer following capture on high surface area silicon nanopillars within a microfluidic chip capped with a chaotic micromixer to increase contact between cells and antibody functionalized surfaces [16].

The chaotic micromixer chamber was first used in the Herringbone (HB) Chip, a follow up to the CTC Chip [17]. Consisting of several parallel functionalized channels in polydimethylsiloxane (PDMS), this device detected CTCs in 14/15 prostate cancer patient samples. Subsequently, the herringbone chamber was integrated with a degradable layer-by-layer (LbL) assembled coating consisting of gelatin and functionalized nanoparticles to increase antibody presentation and allow both single cell and bulk release [18]. Utility was verified with breast and lung patient samples.

Besides multiplexing to increase throughput, a radial flow strategy was used to increase flow rate while decreasing the linear velocity and therefore shear stress exerted on the cells. This OncoBean Chip [19] also featured a redesigned functionalized micropost structure to minimize flow separation, increasing the area on the post utilized in capture.

In contrast to the aforementioned 3D features, the GO Chip incorporated the nanomaterial graphene oxide (GO) for the first time to capture CTCs. GO allowed highly specific and selective capture of CTCs on an effectively 2D surface through a functionalization chemistry that presented the antibody on a high surface area material [20]. The device was verified by capturing CTCs from breast, lung, and pancreatic patient samples.

An alternative to a functionalized surface is magnetic beads functionalized with antibodies that adhere to cells, which may then be separated using an external magnet. In the CTC-iChip, cells in blood samples were magnetically labeled in a preprocessing step, followed by the initial separation of small cells through deterministic lateral displacement (DLD) and alignment by inertial focusing (to be further discussed in “Size based capture”) and ultimate separation through magnetic sorting of the prelabeled cells [21]. In “positive selection” mode, magnetic beads were functionalized to target CTCs, while in “negative selection” mode, magnetic beads were functionalized against WBC markers, allowing those cells to be removed, leaving any remaining cells, including EpCAM negative cells, for further analysis. That the cells are not bound to a surface facilitated further study.

Other immunomagnetic systems prioritize ease-of-use. The VerIFAST (Immiscible Filtration Assisted by Surface Tension) system [22] processed small volumes of peripheral mononuclear blood cells that have been prelabeled with functionalized magnetic beads. Using a handheld magnet, labeled cells are then dragged through successive chambers machined in polystyrene that are gated by oil trapezoids to separate CTCs from non-target cells and guide them into a staining well. This allowed for analysis of both blood and mini-bronchoalveolar lavage samples from lung cancer patients.

Immunoaffinity microfluidic separation has turned to a variety of materials and structures to improve in areas where isolation technologies are still lacking. Each device balances added functionality of various features and materials with the associated necessary expertise or increased fabrication logistics and costs. Downstream analysis is hindered when cells remain attached to the capture substrate, although the nascent field of cell release and immunomagnetic capture may counter this. A commonality among these devices is that a specific population is assumed to be the entirety of the target CTC population based on the choice of capture antibody, missing cells in transformations such as the epithelial to mesenchymal transition (EMT). Some of these drawbacks have been addressed through the incorporation of nanomaterials [23]. Another category of CTC isolation techniques prioritizes label free capture and often has the added advantage of high throughput, although this strategy has its own drawbacks.

Size based capture

CTCs also differ from blood cells in size and deformability, offering molecular marker-independent, high-throughput, and inexpensive options for isolation (Figure 3). CTCs are generally larger and stiffer than WBCs, leading to the early use of commercial filters [24, 25]. To solve problems with earlier filters including fixation requirements, non-uniform pore sizes, and low pore density, the separable bilayer (SB) microfilter was microfabricated by etching parylene polymer via reactive ion etching to precisely control pore sizes and density [26]. Parylene is ideal for this application because it is mechanically strong while still malleable, with good biocompatibility and low membrane fouling. The bilayer design consisted of a bottom layer with 8 μm pores and a top layer with 40 μm pores, trapping CTCs between the two layers that could be separated easily, leaving CTCs accessible. A flexible micro spring array (FMSA) was designed as a high-porosity filter [27] capable of processing 7.5 mL whole blood without clogging while still preserving viability. CTCs were detected in 76% of clinical samples from breast, colorectal, and lung cancer patients. Microclusters and multinucleated CTCs were enriched from patients from all three cancers.

Figure 3. Size based technologies for circulating tumor cell (CTC) separation.

Figure 3

Based on differences in size between CTCs and white blood cells, microfilters and inertial sorting techniques have been incorporated into microfluidic CTC isolation. Figures used or adapted with permission from (clockwise from top right): [29] Copyright 2014 The Royal Society of Chemistry; [31] Copyright 2014 AIP Publishing LLC; [34]; [26].

An alternative approach to separation exploited unique properties of particles moving in microchannels. Under laminar flow, deterministic lateral displacement (DLD) within an array of microposts has been used to separate particles of different sizes [28]. Depending on the geometry of the microarrays, particles above and below a certain size follow different and predetermined migration paths. The CTC-iChip (also mentioned in the Immunocapture section) utilized DLD to first separate nucleated cells (CTCs and WBCs) from red blood cells (RBCs) using an array of microposts with 32-μm gaps [21]. When flowing through the device, small cells like RBCs remained along their original streamlines, whereas larger cells like CTCs and most WBCs were fully deflected into the coincident running buffer stream by the end of the array.

Other separation approaches exploited inertial forces. Within microchannels, particles of different sizes can migrate across streamlines to focus at different positions due to the shear induced lift force and the wall induced lift force. In vortex technology, cells of various sizes are aligned by size in different streamlines in straight channels by inertial focusing followed by multiple expansion-contraction reservoirs to create laminar microvortices that can trap large cells within reservoirs [29]. As cells entered the expanding regions, wall lift forces were diminished and cells mainly experienced lateral lift forces, which are proportional to the cell volume. The larger lift forces on CTCs pulled them into the vortices while other blood cells experiencing smaller forces passed through the vortex and remained in the main stream.

Curvature in microchannels causes particles to experience an additional lateral Dean drag force because fluids in curved channels develop a secondary lateral flow. The combination of the inertial lift force and the Dean force leads to particle migration which can result in high resolution separation. Single spiral, double spiral, cascaded spiral, and slanted spiral structures have been designed and optimized to maximize separation efficiency for various parameters including channel length, height, width, radius of curvature, and flow rate [30-33]. Generally, near the outlet of spiral devices, larger CTCs focus near the inner wall due to the combination of the inertial lift force and the Dean drag force. To this end, Hou et al. designed a multiplexed spiral device that detected CTCs in clinical samples from breast and lung cancer patients [34].

CTC enrichment by size offers a fast, inexpensive, and label-free way to harvest CTCs. However, as there is a wide range of CTCs sizes, sized based separation often suffers from low purity and the risk of losing smaller CTCs. Additionally, size based separation often requires preprocessing of blood, like RBCs removal and further, dilution or runs the risk of device clogging. To date, size based technologies have shown proof-of-concept clinical validation but have not been applied in large scale clinical or biological investigation.

Other separation methods based on physical properties include the interplay of dielectrophoresis (DEP) forces and inertial forces in microfluidic devices to lead to different patterns of cell migration to viably separate cells [35]. Similarly, acoustophoresis causes particles within the fluid to move toward regions with minimal acoustic radiation forces in distinct migration patterns [36, 37]. Although promising, approaches like DEP and acoustophoresis have the disadvantages of low throughput, low sensitivity and purity, and additional required steps like RBC lysis and may require further clinical validation.

Applications of CTC isolation technologies

The inclusion of engineers into the field of CTC research has been fruitful as far as the development of new technologies, but their utility will only be fully realized as those technologies are incorporated into medical research and practice, such as use in early detection, serial monitoring of response to treatment and disease progression, and biological study. To assess the potential for early disease detection, the GEDI platform was used to sample for CTCs in patients with precancerous cystic lesions [38]. The HTMSU was used to monitor CTC levels before and after the administration of a new therapeutic in a pancreatic patient-derived xenograft (PDX) mouse model [39]. Response to treatment in one lung cancer patient was monitored using the NanoVelcro technology in addition to whole genome amplification and Sanger sequencing to detect relevant mutations in EGFR at time points before and after treatment with Gefitinib [16]. Consequences of metastasectomy were evaluated through CTC enumeration over multiple time points with the FMSA device in metastatic colorectal cancer patients [40]. Microfluidic technologies have also been used to illuminate biological subtleties of these cells in transit. The HB Chip was used to study levels of RNA transcripts associated with EMT in breast cancer patient CTCs [41], while CTCs isolated from a mouse model of pancreatic cancer using the CTC-iChip have undergone single cell RNA sequencing further implicating the extracellular matrix in the metastatic cascade [42].

An area of emerging investigation is proliferation of CTCs ex vivo to allow further biological analysis and personalized medicine applications. Successful expansion of CTCs isolated by a modified CTC Chip was achieved in 14 out of 19 lung cancer patients [43]. Further analysis on cultured CTCs included transwell invasion assays and next-generation sequencing (NGS). CTCs isolated using the CTC-iChip were cultured successfully in 6/36 attempts [44]; NGS was used to develop a targeted drug testing regime. The use of cultured CTCs for functional testing and therapeutic guidance represents the next frontier of CTC.

Conclusion

The study of CTCs is contingent on their effective separation from surrounding blood cells and has been made possible by microfluidic technologies as realized by the incorporation of engineers into this field. While each microfluidic isolation technique features both benefits and drawbacks, they have led to both verification with patient samples and the further study of cancer by tracking disease progression or response to treatment, analyzing genetic material, and expanding captured cells to open further analytical doors. Furthermore, they have established CTCs as a formidable alternative to tissue biopsy, the “liquid biopsy”.

As efforts in this field progress, there are several considerations to which attention should be paid. As evidenced by Table 1, metrics by which the performance of such technologies is reported are highly inconsistent. To best evaluate ongoing research in the field, standardization is required to allow comparison across platforms to elucidate room for improvement as well as beneficial modifications to be adopted. Another challenge facing the field is that sensitivity often comes at the expense of specificity and vice versa. Next generation technologies should seek to optimize with respect to both of these quantities to maximize impact. Additionally, at the heart of this field of research is the fight against cancer, and consequently the design of these technologies must allow the downstream analysis necessary for biological study and clinical management. Given the rarity of CTCs, it would be highly advantageous for engineers to develop downstream analytical assays that are easy to operate with low numbers of cells, including single cell genomic, proteomic, and functional assays. This can revolutionize not only the CTC field but also fulfill the greater need in cancer biology. Through thoughtful design choices and collaboration across disciplines, engineers can contribute their skill set to confront a dire medical issue.

Highlights.

  • Circulating tumor cells are rare cells that have potential as a liquid biopsy.

  • The introduction of microfluidics has increased the quality of isolation.

  • These technologies are being verified in the clinical setting.

  • Challenges going forward in include limitations on downstream analysis.

Acknowledgements

This work was supported by the National Institutes of Health (NIH) Director’s New Innovator Award (1DP2OD006672-01) and a Department of Defense (DoD) Office of the Congressionally Directed Medical Research Programs (CDMRP) Career Development Award to S. Nagrath. This material is based upon work supported by the National Science Foundation Graduate Research Fellowship Program under Grant No. DGE 1256260 to M. Kozminsky.

Footnotes

Publisher's Disclaimer: This is a PDF file of an unedited manuscript that has been accepted for publication. As a service to our customers we are providing this early version of the manuscript. The manuscript will undergo copyediting, typesetting, and review of the resulting proof before it is published in its final citable form. Please note that during the production process errors may be discovered which could affect the content, and all legal disclaimers that apply to the journal pertain.

References

  • [1].Gupta GP, Massagué J. Cancer metastasis: building a framework. Cell. 2006;127:679–95. doi: 10.1016/j.cell.2006.11.001. [DOI] [PubMed] [Google Scholar]
  • [2].Maheswaran S, Haber DA. Circulating tumor cells: a window into cancer biology and metastasis. Current opinion in genetics & development. 2010;20:96–9. doi: 10.1016/j.gde.2009.12.002. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [3].Allard WJ, Matera J, Miller MC, Repollet M, Connelly MC, Rao C, Tibbe AGJ, Uhr JW, Terstappen LWMM. Tumor cells circulate in the peripheral blood of all major carcinomas but not in healthy subjects or patients with nonmalignant diseases. Clinical Cancer Research. 2004;10:6897–904. doi: 10.1158/1078-0432.CCR-04-0378. [DOI] [PubMed] [Google Scholar]
  • [4].Green BJ, Saberi Safaei T, Mepham A, Labib M, Mohamadi RM, Kelley SO. Beyond the Capture of Circulating Tumor Cells: Next-Generation Devices and Materials. Angewandte Chemie International Edition. 2015 doi: 10.1002/anie.201505100. [DOI] [PubMed] [Google Scholar]
  • [5].den Toonder J. Circulating tumor cells: the Grand Challenge. Lab on a chip. 2011;11:375–7. doi: 10.1039/c0lc90100h. [DOI] [PubMed] [Google Scholar]
  • [6].Smirnov DA, Zweitzig DR, Foulk BW, Miller MC, Doyle GV, Pienta KJ, Meropol NJ, Weiner LM, Cohen SJ, Moreno JG, et al. Global gene expression profiling of circulating tumor cells. Cancer research. 2005;65:4993–7. doi: 10.1158/0008-5472.CAN-04-4330. [DOI] [PubMed] [Google Scholar]
  • [7].Krebs MG, Hou J-M, Ward TH, Blackhall FH, Dive C. Circulating tumour cells: their utility in cancer management and predicting outcomes. Therapeutic advances in medical oncology. 2010;2:351–65. doi: 10.1177/1758834010378414. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [8].Nagrath S, Sequist LV, Maheswaran S, Bell DW, Irimia D, Ulkus L, Smith MR, Kwak EL, Digumarthy S, Muzikansky A, et al. Isolation of rare circulating tumour cells in cancer patients by microchip technology. Nature. 2007;450:1235–9. doi: 10.1038/nature06385. *This landmark paper marked the first use of microfluidics in CTC capture, displaying capture in 115/116 patients analyzed. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [9].Sackmann EK, Fulton AL, Beebe DJ. The present and future role of microfluidics in biomedical research. Nature. 2014;507:181–9. doi: 10.1038/nature13118. [DOI] [PubMed] [Google Scholar]
  • [10].Hyun K-A, Jung H-I. Advances and critical concerns with the microfluidic enrichments of circulating tumor cells. Lab on a Chip. 2014;14:45–56. doi: 10.1039/c3lc50582k. [DOI] [PubMed] [Google Scholar]
  • [11].Maheswaran S, Sequist LV, Nagrath S, Ulkus L, Brannigan B, Collura CV, Inserra E, Diederichs S, Iafrate AJ, Bell DW, et al. Detection of mutations in EGFR in circulating lung-cancer cells. New England Journal of Medicine. 2008;359:366–77. doi: 10.1056/NEJMoa0800668. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [12].Gleghorn JP, Pratt ED, Denning D, Liu H, Bander NH, Tagawa ST, Nanus DM, Giannakakou PA, Kirby BJ. Capture of circulating tumor cells from whole blood of prostate cancer patients using geometrically enhanced differential immunocapture (GEDI) and a prostate-specific antibody. Lab on a chip. 2010;10:27–9. doi: 10.1039/b917959c. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [13].Galletti G, Sung MS, Vahdat LT, Shah MA, Santana SM, Altavilla G, Kirby BJ, Giannakakou P. Isolation of breast cancer and gastric cancer circulating tumor cells by use of an anti HER2-based microfluidic device. Lab on a Chip. 2014;14:147–56. doi: 10.1039/c3lc51039e. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [14].Adams AA, Okagbare PI, Feng J, Hupert ML, Patterson D, Gottert J, McCarley RL, Nikitopoulos D, Murphy MC, Soper SA. Highly efficient circulating tumor cell isolation from whole blood and label-free enumeration using polymer-based microfluidics with an integrated conductivity sensor. J Am Chem Soc. 2008;130:8633–41. doi: 10.1021/ja8015022. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [15].Hupert ML, Jackson JM, Wang H, Witek MA, Kamande J, Milowsky MI, Whang YE, Soper SA. Arrays of high-aspect ratio microchannels for high-throughput isolation of circulating tumor cells (CTCs) Microsystem Technologies. 2014;20:1815–25. doi: 10.1007/s00542-013-1941-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [16].Ke Z, Lin M, Chen JF, Choi JS, Zhang Y, Fong A, Liang AJ, Chen SF, Li Q, Fang W, et al. Programming thermoresponsiveness of NanoVelcro substrates enables effective purification of circulating tumor cells in lung cancer patients. ACS Nano. 2015;9:62–70. doi: 10.1021/nn5056282. *Effective CTC release allowing for genomic analysis and serial monitoring. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [17].Stott SL, Hsu CH, Tsukrov DI, Yu M, Miyamoto DT, Waltman BA, Rothenberg SM, Shah AM, Smas ME, Korir GK, et al. Isolation of circulating tumor cells using a microvortex-generating herringbone-chip. Proceedings of the National Academy of Sciences. 2010;107:18392–7. doi: 10.1073/pnas.1012539107. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [18].Reategui E, Aceto N, Lim EJ, Sullivan JP, Jensen AE, Zeinali M, Martel JM, Aranyosi AJ, Li W, Castleberry S, et al. Tunable nanostructured coating for the capture and selective release of viable circulating tumor cells. Adv Mater. 2015;27:1593–9. doi: 10.1002/adma.201404677. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [19].Murlidhar V, Zeinali M, Grabauskiene S, Ghannad-Rezaie M, Wicha MS, Simeone DM, Ramnath N, Reddy RM, Nagrath S. A Radial Flow Microfluidic Device for Ultra-High-Throughput Affinity-Based Isolation of Circulating Tumor Cells. Small. 2014;10:4895–904. doi: 10.1002/smll.201400719. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [20].Yoon HJ, Kim TH, Zhang Z, Azizi E, Pham TM, Paoletti C, Lin J, Ramnath N, Wicha MS, Hayes DF, et al. Sensitive capture of circulating tumour cells by functionalized graphene oxide nanosheets. Nature nanotechnology. 2013;8:735–41. doi: 10.1038/nnano.2013.194. **The first instance of the incorporation of the nanomaterial graphene oxide into a CTC capture device, this technology demonstrated highly sensitive and specific capture. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [21].Ozkumur E, Shah AM, Ciciliano JC, Emmink BL, Miyamoto DT, Brachtel E, Yu M, Chen PI, Morgan B, Trautwein J, et al. Inertial focusing for tumor antigen-dependent and - independent sorting of rare circulating tumor cells. Sci Transl Med. 2013;5:179ra47. doi: 10.1126/scitranslmed.3005616. **An integrated device that can be operated in both positive and negative selection mode that has led to important strides in downstream analysis. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [22].Casavant BP, Strotman LN, Tokar JJ, Thiede SM, Traynor AM, Ferguson JS, Lang JM, Beebe DJ. Paired diagnostic and pharmacodynamic analysis of rare non-small cell lung cancer cells enabled by the VerIFAST platform. Lab Chip. 2014;14:99–105. doi: 10.1039/c3lc50912e. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [23].Yoon HJ, Kozminsky M, Nagrath S. Emerging Role of Nanomaterials in Circulating Tumor Cell Isolation and Analysis. ACS Nano. 2014;8:1995–2017. doi: 10.1021/nn5004277. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [24].Hofman VJ, Ilie MI, Bonnetaud C, Selva E, Long E, Molina T, Vignaud JM, Flejou JF, Lantuejoul S, Piaton E, et al. Cytopathologic detection of circulating tumor cells using the isolation by size of epithelial tumor cell method: promises and pitfalls. Am J Clin Pathol. 2011;135:146–56. doi: 10.1309/AJCP9X8OZBEIQVVI. [DOI] [PubMed] [Google Scholar]
  • [25].Pinzani P, Salvadori B, Simi L, Bianchi S, Distante V, Cataliotti L, Pazzagli M, Orlando C. Isolation by size of epithelial tumor cells in peripheral blood of patients with breast cancer: correlation with real-time reverse transcriptase–polymerase chain reaction results and feasibility of molecular analysis by laser microdissection. Human Pathology. 2006;37:711–8. doi: 10.1016/j.humpath.2006.01.026. [DOI] [PubMed] [Google Scholar]
  • [26].Zhou M-D, Hao S, Williams AJ, Harouaka RA, Schrand B, Rawal S, Ao Z, Brenneman R, Gilboa E, Lu B, et al. Separable Bilayer Microfiltration Device for Viable Label-free Enrichment of Circulating Tumour Cells. Scientific Reports. 2014;4:7392. doi: 10.1038/srep07392. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [27].Harouaka RA, Zhou M-D, Yeh Y-T, Khan WJ, Das A, Liu X, Christ CC, Dicker DT, Baney TS, Kaifi JT, et al. Flexible Micro Spring Array Device for High-Throughput Enrichment of Viable Circulating Tumor Cells. Clinical Chemistry. 2014;60:323–33. doi: 10.1373/clinchem.2013.206805. * A microfiltration device that is capable of viable enrichment and analysis of CTCs from clinical samples with high throughput. [DOI] [PubMed] [Google Scholar]
  • [28].Huang LR, Cox EC, Austin RH, Sturm JC. Continuous Particle Separation Through Deterministic Lateral Displacement. Science. 2004;304:987–90. doi: 10.1126/science.1094567. [DOI] [PubMed] [Google Scholar]
  • [29].Sollier E, Go DE, Che J, Gossett DR, O'Byrne S, Weaver WM, Kummer N, Rettig M, Goldman J, Nickols N, et al. Size-selective collection of circulating tumor cells using Vortex technology. Lab on a Chip. 2014;14:63–77. doi: 10.1039/c3lc50689d. [DOI] [PubMed] [Google Scholar]
  • [30].Hou HW, Warkiani ME, Khoo BL, Li ZR, Soo RA, Tan DS-W, Lim W-T, Han J, Bhagat AAS, Lim CT. Isolation and retrieval of circulating tumor cells using centrifugal forces. Sci Rep. 2013;3 doi: 10.1038/srep01259. ** Size based CTC isolation based on Dean Flow Fractionation (DFF) in curvilinear channels. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [31].Kim TH, Yoon HJ, Stella P, Nagrath S. Cascaded spiral microfluidic device for deterministic and high purity continuous separation of circulating tumor cells. Biomicrofluidics. 2014;8:064117. doi: 10.1063/1.4903501. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [32].Sun J, Li M, Liu C, Zhang Y, Liu D, Liu W, Hu G, Jiang X. Double spiral microchannel for label-free tumor cell separation and enrichment. Lab on a chip. 2012;12:3952–60. doi: 10.1039/c2lc40679a. [DOI] [PubMed] [Google Scholar]
  • [33].Warkiani ME, Guan G, Luan KB, Lee WC, Bhagat AAS, Kant Chaudhuri P, Tan DS-W, Lim WT, Lee SC, Chen PCY, et al. Slanted spiral microfluidics for the ultra-fast, label-free isolation of circulating tumor cells. Lab on a Chip. 2014;14:128–37. doi: 10.1039/c3lc50617g. [DOI] [PubMed] [Google Scholar]
  • [34].Khoo BL, Warkiani ME, Tan DS-W, Bhagat AAS, Irwin D, Lau DP, Lim AST, Lim KH, Krisna SS, Lim W-T, et al. Clinical Validation of an Ultra High-Throughput Spiral Microfluidics for the Detection and Enrichment of Viable Circulating Tumor Cells. PLoS ONE. 2014;9:e99409. doi: 10.1371/journal.pone.0099409. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [35].Gupta V, Jafferji I, Garza M, Melnikova VO, Hasegawa DK, Pethig R, Davis DW. ApoStream™, a new dielectrophoretic device for antibody independent isolation and recovery of viable cancer cells from blood. Biomicrofluidics. 2012;6:024133. doi: 10.1063/1.4731647. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [36].Ding X, Peng Z, Lin S-CS, Geri M, Li S, Li P, Chen Y, Dao M, Suresh S, Huang TJ. Cell separation using tilted-angle standing surface acoustic waves. Proceedings of the National Academy of Sciences. 2014;111:12992–7. doi: 10.1073/pnas.1413325111. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [37].Li P, Mao Z, Peng Z, Zhou L, Chen Y, Huang P-H, Truica CI, Drabick JJ, El-Deiry WS, Dao M, et al. Acoustic separation of circulating tumor cells. Proceedings of the National Academy of Sciences. 2015;112:4970–5. doi: 10.1073/pnas.1504484112. *An acoustic based separation device that is capable of CTC isolation for clinical samples. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [38].Rhim AD, Thege FI, Santana SM, Lannin TB, Saha TN, Tsai S, Maggs LR, Kochman ML, Ginsberg GG, Lieb JG, et al. Detection of circulating pancreas epithelial cells in patients with pancreatic cystic lesions. Gastroenterology. 2014;146:647–51. doi: 10.1053/j.gastro.2013.12.007. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [39].Torphy RJ, Tignanelli CJ, Kamande JW, Moffitt RA, Herrera Loeza SG, Soper SA, Yeh JJ. Circulating tumor cells as a biomarker of response to treatment in patient-derived xenograft mouse models of pancreatic adenocarcinoma. PloS one. 2014;9 doi: 10.1371/journal.pone.0089474. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [40].Kaifi JT, Kunkel M, Das A, Harouaka RA, Dicker DT, Li G, Zhu J, Clawson GA, Yang Z, Reed MF, et al. Circulating tumor cell isolation during resection of colorectal cancer lung and liver metastases: a prospective trial with different detection techniques. Cancer Biol Ther. 2015;16:699–708. doi: 10.1080/15384047.2015.1030556. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [41].Yu M, Bardia A, Wittner BS, Stott SL, Smas ME, Ting DT, Isakoff SJ, Ciciliano JC, Wells MN, Shah AM, et al. Circulating breast tumor cells exhibit dynamic changes in epithelial and mesenchymal composition. Science. 2013;339:580–4. doi: 10.1126/science.1228522. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [42].Ting DT, Wittner BS, Ligorio M, Vincent Jordan N, Shah AM, Miyamoto DT, Aceto N, Bersani F, Brannigan BW, Xega K, et al. Single-cell RNA sequencing identifies extracellular matrix gene expression by pancreatic circulating tumor cells. Cell Rep. 2014;8:1905–18. doi: 10.1016/j.celrep.2014.08.029. **Single-cell level of analysis to elucidate the genetic signature of subpopulations of CTCs. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [43].Zhang Z, Shiratsuchi H, Lin J, Chen GA, Reddy RM, Azizi E, Fouladdel S, Chang AC, Lin L, Jiang H, et al. Expansion of CTCs from early stage lung cancer patients using a microfluidic co-culture model. Oncotarget. 2014;5:12383–97. doi: 10.18632/oncotarget.2592. **Culture of CTCs with a high rate of success allowing their ultimate application in functional and genomic analysis, representing the next frontier of CTC investigation. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • [44].Yu M, Bardia A, Aceto N, Bersani F, Madden MW, Donaldson MC, Desai R, Zhu H, Comaills V, Zheng Z, et al. Cancer therapy. Ex vivo culture of circulating breast tumor cells for individualized testing of drug susceptibility. Science (New York, NY) 2014;345:216–20. doi: 10.1126/science.1253533. **CTC culture to the end of developing personalized treatment based on the response of cultured cells to a panel of drugs. [DOI] [PMC free article] [PubMed] [Google Scholar]

RESOURCES