Literature DB >> 27680886

Static micro-array isolation, dynamic time series classification, capture and enumeration of spiked breast cancer cells in blood: the nanotube-CTC chip.

Farhad Khosravi1, Patrick J Trainor, Christopher Lambert, Goetz Kloecker, Eric Wickstrom, Shesh N Rai, Balaji Panchapakesan.   

Abstract

We demonstrate the rapid and label-free capture of breast cancer cells spiked in blood using nanotube-antibody micro-arrays. 76-element single wall carbon nanotube arrays were manufactured using photo-lithography, metal deposition, and etching techniques. Anti-epithelial cell adhesion molecule (anti-EpCAM), Anti-human epithelial growth factor receptor 2 (anti-Her2) and non-specific IgG antibodies were functionalized to the surface of the nanotube devices using 1-pyrene-butanoic acid succinimidyl ester. Following device functionalization, blood spiked with SKBR3, MCF7 and MCF10A cells (100/1000 cells per 5 μl per device, 170 elements totaling 0.85 ml of whole blood) were adsorbed on to the nanotube device arrays. Electrical signatures were recorded from each device to screen the samples for differences in interaction (specific or non-specific) between samples and devices. A zone classification scheme enabled the classification of all 170 elements in a single map. A kernel-based statistical classifier for the 'liquid biopsy' was developed to create a predictive model based on dynamic time warping series to classify device electrical signals that corresponded to plain blood (control) or SKBR3 spiked blood (case) on anti-Her2 functionalized devices with ∼90% sensitivity, and 90% specificity in capture of 1000 SKBR3 breast cancer cells in blood using anti-Her2 functionalized devices. Screened devices that gave positive electrical signatures were confirmed using optical/confocal microscopy to hold spiked cancer cells. Confocal microscopic analysis of devices that were classified to hold spiked blood based on their electrical signatures confirmed the presence of cancer cells through staining for DAPI (nuclei), cytokeratin (cancer cells) and CD45 (hematologic cells) with single cell sensitivity. We report 55%-100% cancer cell capture yield depending on the active device area for blood adsorption with mean of 62% (∼12 500 captured off 20 000 spiked cells in 0.1 ml blood) in this first nanotube-CTC chip study.

Entities:  

Year:  2016        PMID: 27680886      PMCID: PMC5374058          DOI: 10.1088/0957-4484/27/44/44LT03

Source DB:  PubMed          Journal:  Nanotechnology        ISSN: 0957-4484            Impact factor:   3.874


  38 in total

1.  Noncovalent sidewall functionalization of single-walled carbon nanotubes for protein immobilization.

Authors:  R J Chen; Y Zhang; D Wang; H Dai
Journal:  J Am Chem Soc       Date:  2001-04-25       Impact factor: 15.419

2.  Reliable and sensitive identification of occult tumor cells using the improved rare event imaging system.

Authors:  Stine-Kathrein Kraeft; Andras Ladanyi; Kevin Galiger; Anna Herlitz; Andrew C Sher; Danielle E Bergsrud; Gaelle Even; Stephanie Brunelle; Lyndsay Harris; Ravi Salgia; Tom Dahl; John Kesterson; Lan Bo Chen
Journal:  Clin Cancer Res       Date:  2004-05-01       Impact factor: 12.531

3.  Fundamental limits on the mobility of nanotube-based semiconducting inks.

Authors:  Nima Rouhi; Dheeraj Jain; Katayoun Zand; Peter John Burke
Journal:  Adv Mater       Date:  2011-01-04       Impact factor: 30.849

Review 4.  Detection of minimal residual disease in acute leukemia: methodologic advances and clinical significance.

Authors:  D Campana; C H Pui
Journal:  Blood       Date:  1995-03-15       Impact factor: 22.113

Review 5.  Molecular detection of micrometastases and circulating tumor cells in solid tumors.

Authors:  R A Ghossein; S Bhattacharya; J Rosai
Journal:  Clin Cancer Res       Date:  1999-08       Impact factor: 12.531

6.  Detection and characterization of carcinoma cells in the blood.

Authors:  E Racila; D Euhus; A J Weiss; C Rao; J McConnell; L W Terstappen; J W Uhr
Journal:  Proc Natl Acad Sci U S A       Date:  1998-04-14       Impact factor: 11.205

7.  Detection and quantification of small numbers of circulating tumour cells in peripheral blood using laser scanning cytometer (LSC).

Authors:  K Pachmann; P Heiss; U Demel; G Tilz
Journal:  Clin Chem Lab Med       Date:  2001-09       Impact factor: 3.694

8.  Rapid detection and profiling of cancer cells in fine-needle aspirates.

Authors:  Hakho Lee; Tae-Jong Yoon; Jose-Luiz Figueiredo; Filip K Swirski; Ralph Weissleder
Journal:  Proc Natl Acad Sci U S A       Date:  2009-07-20       Impact factor: 11.205

9.  Prospective monitoring and quantitation of residual blasts in childhood acute lymphoblastic leukemia by polymerase chain reaction study of delta and gamma T-cell receptor genes.

Authors:  H Cavé; C Guidal; P Rohrlich; M H Delfau; A Broyart; B Lescoeur; C Rahimy; O Fenneteau; N Monplaisir; L d'Auriol
Journal:  Blood       Date:  1994-04-01       Impact factor: 22.113

Review 10.  Bioassays based on molecular nanomechanics.

Authors:  Arun Majumdar
Journal:  Dis Markers       Date:  2002       Impact factor: 3.434

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  6 in total

Review 1.  Current and Developing Liquid Biopsy Techniques for Breast Cancer.

Authors:  Hsing-Ju Wu; Pei-Yi Chu
Journal:  Cancers (Basel)       Date:  2022-04-19       Impact factor: 6.575

Review 2.  Biophysical technologies for understanding circulating tumor cell biology and metastasis.

Authors:  Derrick W Su; Jorge Nieva
Journal:  Transl Lung Cancer Res       Date:  2017-08

3.  Ultrasensitive Label-Free Sensing of IL-6 Based on PASE Functionalized Carbon Nanotube Micro-Arrays with RNA-Aptamers as Molecular Recognition Elements.

Authors:  Farhad Khosravi; Seyed Masoud Loeian; Balaji Panchapakesan
Journal:  Biosensors (Basel)       Date:  2017-04-17

Review 4.  Use of Nanoparticles As Contrast Agents for the Functional and Molecular Imaging of Abdominal Aortic Aneurysm.

Authors:  Theophilus I Emeto; Faith O Alele; Amy M Smith; Felicity M Smith; Tammy Dougan; Jonathan Golledge
Journal:  Front Cardiovasc Med       Date:  2017-03-23

5.  Incorporating MicroRNA into Molecular Phenotypes of Circulating Tumor Cells Enhances the Prognostic Accuracy for Patients with Metastatic Breast Cancer.

Authors:  Weige Tan; Gehao Liang; Xinhua Xie; Wenguo Jiang; Luyuan Tan; Andrew J Sanders; Zihao Liu; Yun Ling; Wenjing Zhong; Zhenluan Tian; Wanyi Lin; Chang Gong
Journal:  Oncologist       Date:  2019-07-12

Review 6.  Challenges and achievements of liquid biopsy technologies employed in early breast cancer.

Authors:  Alfonso Alba-Bernal; Rocío Lavado-Valenzuela; María Emilia Domínguez-Recio; Begoña Jiménez-Rodriguez; María Isabel Queipo-Ortuño; Emilio Alba; Iñaki Comino-Méndez
Journal:  EBioMedicine       Date:  2020-11-09       Impact factor: 8.143

  6 in total

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