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1.
Nanoscale ; 16(25): 11802-11824, 2024 Jun 27.
Article in English | MEDLINE | ID: mdl-38809214

ABSTRACT

Recent advancements in medical imaging have brought forth various techniques such as magnetic resonance imaging (MRI), computed tomography (CT), positron emission tomography (PET), and ultrasound, each contributing to improved diagnostic capabilities. Most recently, magnetic particle imaging (MPI) has become a rapidly advancing imaging modality with profound implications for medical diagnostics and therapeutics. By directly detecting the magnetization response of magnetic tracers, MPI surpasses conventional imaging modalities in sensitivity and quantifiability, particularly in stem cell tracking applications. Herein, this comprehensive review explores the fundamental principles, instrumentation, magnetic nanoparticle tracer design, and applications of MPI, offering insights into recent advancements and future directions. Novel tracer designs, such as zinc-doped iron oxide nanoparticles (Zn-IONPs), exhibit enhanced performance, broadening MPI's utility. Spatial encoding strategies, scanning trajectories, and instrumentation innovations are elucidated, illuminating the technical underpinnings of MPI's evolution. Moreover, integrating machine learning and deep learning methods enhances MPI's image processing capabilities, paving the way for more efficient segmentation, quantification, and reconstruction. The potential of superferromagnetic iron oxide nanoparticle chains (SFMIOs) as new MPI tracers further advanced the imaging quality and expanded clinical applications, underscoring the promising future of this emerging imaging modality.


Subject(s)
Magnetite Nanoparticles , Humans , Magnetite Nanoparticles/chemistry , Magnetic Resonance Imaging/methods , Animals , Magnetic Iron Oxide Nanoparticles/chemistry , Positron-Emission Tomography , Contrast Media/chemistry
2.
IEEE Trans Biomed Circuits Syst ; 17(3): 574-584, 2023 06.
Article in English | MEDLINE | ID: mdl-37163408

ABSTRACT

CMOS neural interfaces are aimed at studying the electrical activity of neurons and may help to restore lost functions of the nervous system in the future. The central function of most neural interfaces is the detection of extracellular electrical potentials by means of numerous microelectrodes positioned in close vicinity to the neurons. Modern neural interfaces require compact low-power, low-noise readout circuits, capable of recording from thousands of electrodes simultaneously without excessive area consumption and heat dissipation. In this article, we propose a novel readout technique for neural interfaces. The readout is based on a voltage-controlled oscillator (VCO), the frequency of which is modulated by the input voltage. The novelty of this work lies in the postprocessing of the VCO output, which is based on generating digital timestamps that contain temporal information about the oscillation. This method is potentially advantageous, because it requires mostly digital circuitry, which is more scalable than analog circuitry. Furthermore, most of the digital circuitry required for VCO-timestamping can be shared among several VCOs, rendering the architecture efficient for multi-channel architectures. This article introduces the VCO-timestamping concept, including theoretical derivations and simulations, and presents measurements of a prototype fabricated in 0.18-µm CMOS technology. The measured input-referred noise in the 300 Hz-5 kHz band was 5.7 µVrms, and the prototype was able to detect pre-recorded extracellular action potentials.


Subject(s)
Amplifiers, Electronic , Neurons , Microelectrodes , Neurons/physiology , Action Potentials/physiology , Technology
3.
Asian Pac J Cancer Prev ; 23(12): 4145-4154, 2022 Dec 01.
Article in English | MEDLINE | ID: mdl-36579996

ABSTRACT

BACKGROUNDS: Targeting breast cancer stem cells with the CD44+/CD24- phenotype is critical for complete eradication of cancer cells due to its Self-renewal, differentiation, and therapeutic resistance ability. Quercetin is a popular flavonoid with lower adverse effects and has anti-tumor properties. Therefore, we assessed the anticancer activity of Quercetin and Doxorubicin alone and in combination in the T47D cells of human breast cancer and their isolated Cancer stem cells (CSCs). MATERIALS AND METHODS: The human breast cancer cell line T47D was used for this experiment. T47D CSCs were isolated by magnetic bead sorting using the MACS system. The anticancer activity of Quercetin and Doxorubicin alone and in combination were evaluated using MTT cytotoxicity assay and cell cycle distribution and apoptosis induction by flow cytometry analysis. RESULTS: We have shown that almost 1% of T47D cell populations are made up of CD44+/CD24- cells, which considered as cancer stem cells. Quercetin and Doxorubicin alone or in combination inhibited cell proliferation and induced apoptosis in breast cancer T47D cells and in lower extent in CD44+/CD24- cells. Quercetin significantly strengthened Doxorubicin's cytotoxicity and apoptosis induction in both cell populations. Quercetin and Doxorubicin and their combination induced G2/M arrest in the T47D cells and to a lesser extent in isolated CSCs. A value of p < 0.05 was considered as indicating a statistically significant difference. CONCLUSION: These outcomes suggested that CSCs are a minor population of cancer cells, which play a significant role in drug resistance by being quiescent, slow cycling and resistance to apoptosis. Furthermore, our data showed that adding Quercetin to Doxorubicin is an effective approach for the treatment of both CSCs and bulk tumor cells.


Subject(s)
Breast Neoplasms , Quercetin , Humans , Female , Quercetin/pharmacology , Apoptosis , Cell Line, Tumor , G2 Phase Cell Cycle Checkpoints , Doxorubicin/pharmacology , Doxorubicin/therapeutic use , Cell Cycle Checkpoints , Breast Neoplasms/pathology , Cell Proliferation , Cell Cycle , Neoplastic Stem Cells/metabolism
4.
Adv Nanobiomed Res ; 2(8)2022 Aug.
Article in English | MEDLINE | ID: mdl-36591389

ABSTRACT

Melanoma is one of the most aggressive skin cancers due to its potential to metastasize widely in the body. The risk of metastasis is increased with later detection and increased thickness of the primary lesion, thus early identification and surgical removal is critical for higher survival rates for patients. However, even with appropriate treatment, some patients will develop recurrence which may be difficult to identify until advanced or causing symptoms. Recent advances in liquid biopsy have proposed less-invasive alternatives for cancer diagnosis and monitoring using minimal/zero invasion at sample collection, and circulating tumor cells(CTCs) have been considered a promising blood-based surrogate marker of primary tumors. However, previous CTC technologies relying on epithelial-cell adhesion molecules have limited to epithelial cells, thus hampering use of CTCs for non-epithelial cancers such as melanoma. Here, we used the Melanoma-specific OncoBean platform(MelanoBean) conjugated with melanoma specific antibodies(MCAM and MCSP). The device was used in comprehensive studies for diagnosing melanoma and evaluating surgery efficacy based on change in the number and characteristics of CTCs and CTC-clusters pre- and post-surgical treatment. Our study demonstrated that melanoma patients(n=45) at all stages(I-IV) have a noticeable number of MCTCs as well as MCTC-clusters compared to healthy donors(n=9)(P=0.0011), and surgical treatment leads to a significant decrease in the number of CTCs(P<0.0001). The CTCs recovered from the device underwent molecular profiling for melanoma-associated genes expression using multiplexed qRT-PCR, demonstrating the ability to monitor molecular signature through treatment. The presented MelanoBean and the comprehensive approach will empower prognostic value of CTCs in melanoma in much larger cohort studies.

5.
Thromb J ; 19(1): 74, 2021 Oct 19.
Article in English | MEDLINE | ID: mdl-34666770

ABSTRACT

BACKGROUND: Activated protein C resistance (APCR) due to factor V Leiden (FVL) mutation (R506Q) is a major risk factor in patients with venous thromboembolism (VTE). The present study investigated the clinical manifestations and the risk of venous thromboembolism regarding multiple clinical, laboratory, and demographic properties in FVL patients. MATERIAL AND METHODS: A retrospective cross-sectional analysis was conducted on a total of 288 FVL patients with VTE according to APCR. In addition, 288 VET control samples, without FVL mutation, were also randomly selected. Demographic information, clinical manifestations, family and treatment history were recorded, and specific tests including t-test, chi-square and uni- and multi-variable regression tests applied. RESULTS: APCR was found to be 2.3 times significantly more likely in men (OR: 2.1, p < 0.05) than women. The risk of deep vein thrombosis (DVT) and pulmonary embolism (PE) in APCR patients was 4.5 and 3.2 times more than the control group, respectively (p < 0.05). However, APCR could not be an independent risk factor for arterial thrombosis (AT) and pregnancy complications. Moreover, patients were evaluated for thrombophilia panel tests and showed significantly lower protein C and S than the control group and patients without DVT (p < 0.0001). CONCLUSION: FVL mutation and APCR abnormality are noticeable risk factors for VTE. Screening strategies for FVL mutation in patients undergoing surgery, oral contraceptive medication, and pregnancy cannot be recommended, but a phenotypic test for activated protein C resistance should be endorsed in patients with VTE.

6.
Mol Cytogenet ; 14(1): 24, 2021 May 08.
Article in English | MEDLINE | ID: mdl-33964952

ABSTRACT

BACKGROUND: Myelodysplastic syndrome (MDS), a heterogeneous group of hematopoietic malignancy, has been shown to present different cytogenetic abnormalities, risk factors, and clinico-hematological features in different populations and geographic areas. Herein, we determined the cytogenetic spectrum and clinico-hematological features of Iranian MDS patients for the first time. METHODS: This prospective cross-sectional study was conducted on 103 patients with MDS in Ahvaz, southwest of Iran, from 2014 to 2018. Clinical presentations, complete blood counts (CBC), and bone marrow (BM) biopsy samples were assessed. Perls' staining was used to evaluate BM iron storage. The cytogenetic evaluation was performed using the conventional G banding method on the BM. RESULTS: Patients' median age was 62.3 (ranged from 50-76), and the majority were male (72.8%). The most common clinical symptom at the time of admission was fatigue (n = 33) followed by pallor (n = 27). The most common subgroup was MDS-Multi Lineage Dysplasia (MDS-MLD) (n = 38, 36.8%), followed by MDS-Single Lineage Dysplasia (MDS-SLD) (n = 28, 18.4%). A normal karyotype was observed in 59 patients (57.3%), while 44 patients (42.7%) had cytogenetic abnormalities. Trisomy 8 (+ 8) was the most common cytogenetic abnormality (n = 14) followed by del 17p (n = 9) and monosomy 7 (- 7) (n = 7). Twelve patients (11.65%) were transformed to AML. CONCLUSION: Our data betokened that among our MDS patients, Trisomy 8 is the predominant cytogenetic abnormality, and MDS-MLD and MDS-SLD are the most common of subtypes. Noteworthy, the male: female ratio was slightly higher in Iran than in previous reports from other parts of the world. Our study is the first report of the clinical, hematological, and cytogenetic spectrum of MDS patients in Iran.

7.
Leuk Res ; 101: 106512, 2021 02.
Article in English | MEDLINE | ID: mdl-33524640

ABSTRACT

BACKGROUND: Chronic Myeloid Leukemia (CML) is characterized by the overproduction of BCR-ABL, a tyrosine kinase with constitutive activity, in which the majority of CML patients have e13a2 or e14a2 transcripts. Reckoned the possible associations between the hematologic and molecular features of the disease, a profound understanding of different aspects of this neoplasm would be provided. METHOD: The authors implemented a systematic literature search, utilizing the terms published articles or internationally accepted abstracts from PubMed, Embase, Medline, Cochrane library before January 2019. Weighted mean proportion and 95 % confidence intervals (CIs) of CML prevalence calculated using a fixed-effects and a random-effects model. Statistical heterogeneity was evaluated using the I2 statistic. RESULTS: 34 studies for a total of 54,034 Patients were selected and included in the review. Results revealed that compared to e13a2 group, the overall estimated prevalence is much higher in the e14a2 (39 % and 54 %, respectively). Besides, the overall estimated prevalence ratio of male to female was higher in the e13a2 group in comparison to e14a2 (1.08 and 0.856 respectively). The overall estimated prevalence of dual transcription of e13a2/e14a2 was 1.11 %, and male/female overall estimated prevalence ratio was 1.18. CONCLUSION: This meta-analysis of CML patients demonstrated the e14a2 as the more common transcript type. Usually, the e14a2 transcript is prevalent in females, whereas e13a2 and dual transcription of e13a2/e14a2 are more common in men. These data explicate that the differences in proportion are not by chance. This is crucial, as the transcript type is a variable suspected to be of prognostic importance for the treatment-related response, the outcome of treatment, and the rate of treatment-free remission.


Subject(s)
Fusion Proteins, bcr-abl , Leukemia, Myelogenous, Chronic, BCR-ABL Positive , Female , Fusion Proteins, bcr-abl/genetics , Fusion Proteins, bcr-abl/metabolism , Humans , Leukemia, Myelogenous, Chronic, BCR-ABL Positive/diagnosis , Leukemia, Myelogenous, Chronic, BCR-ABL Positive/enzymology , Leukemia, Myelogenous, Chronic, BCR-ABL Positive/epidemiology , Leukemia, Myelogenous, Chronic, BCR-ABL Positive/genetics , Male , Prevalence , Prognosis , Sex Characteristics
8.
Mol Biol Rep ; 47(9): 6497-6505, 2020 Sep.
Article in English | MEDLINE | ID: mdl-32770525

ABSTRACT

Reactive Oxygen Species Modulator 1 (ROMO1) plays a pivotal role in the regulation of mitochondrial structure integrity, and the production of reactive oxygen species (ROS). Increased ROMO1 expression was reported in various cancer cell lines; however, the possible association between ROMO1 expression and bladder cancer was not well studied. The present study aimed to investigate the rate of ROMO1 expression and the correlation of oxidative stress with the development of bladder cancer. In this study, a total of 35 cancerous and healthy adjacent tissues were examined using quantitative real-time polymerase chain reaction (qRT-PCR) to analyze the gene expression of ROMO1. Also, we evaluated the serum level of ROMO1 and Total Antioxidant Capacity (TAC), as well as Total Oxidant Status (TOS) in patients with bladder cancer along with age- and sex-matched healthy individuals. The ROMO1 gene was significantly higher in cancerous tissues than that of adjacent healthy tissues. Also, the serum levels of ROMO1, TAC, TOS, and Oxidative Stress Index (OSI) were increased in patients with bladder cancer compared with healthy subjects. It can be concluded that the overexpression of the ROMO1 gene is associated with advanced grades of bladder cancer as well as an increase in oxidative stress conditions. Our findings also suggest that the serum level of ROMO1 might be a promising tumor marker for bladder cancer.


Subject(s)
Membrane Proteins/metabolism , Mitochondrial Proteins/metabolism , Urinary Bladder Neoplasms/blood , Aged , Biomarkers, Tumor/metabolism , Gene Expression Regulation, Neoplastic/genetics , Humans , Membrane Proteins/blood , Membrane Proteins/genetics , Mitochondrial Proteins/blood , Mitochondrial Proteins/genetics , Neoplasm Grading , Oxidative Stress/genetics , Reactive Oxygen Species/metabolism , Up-Regulation , Urinary Bladder Neoplasms/genetics
9.
Adv Biosyst ; 4(8): e2000110, 2020 08.
Article in English | MEDLINE | ID: mdl-32700450

ABSTRACT

While cancer cell populations are known to be highly heterogeneous within a tumor, the current gold standard of tumor profiling is through a tumor biopsy. These biopsies are invasive and prone to missing these clones due to spatial heterogeneity, and this bulk analysis approach can miss information from rare subpopulations. To noninvasively investigate tumor cell heterogeneity, a streamlined workflow is developed to scrutinize rare cells, such as circulating tumor cells (CTCs), for simultaneous analysis of mutations and gene expression profiles at the single cell level. This powerful workflow overcomes low-input limitations of single cell analysis techniques. The utility of this multiplexed workflow to unravel inter- and intra-patient heterogeneity is demonstrated using non-small-cell lung cancer (NSCLC) CTCs (n = 58) from six epidermal growth factor receptor (EGFR) mutant positive NSCLC patients. CTCs are isolated using a high-throughput microfluidic technology, the Labyrinth, and their EGFR mutation status and gene expression profiles are characterized.


Subject(s)
Carcinoma, Non-Small-Cell Lung/genetics , Gene Expression Regulation, Neoplastic , Lung Neoplasms/genetics , Mutation , Neoplasm Proteins/genetics , Neoplastic Cells, Circulating/metabolism , Acrylamides/pharmacology , Afatinib/pharmacology , Aged , Aniline Compounds/pharmacology , Antineoplastic Agents/pharmacology , Carcinoma, Non-Small-Cell Lung/drug therapy , Carcinoma, Non-Small-Cell Lung/metabolism , Carcinoma, Non-Small-Cell Lung/pathology , ErbB Receptors/genetics , ErbB Receptors/metabolism , Female , Gene Expression Profiling , High-Throughput Screening Assays , Humans , Lung Neoplasms/drug therapy , Lung Neoplasms/metabolism , Lung Neoplasms/pathology , Male , Microfluidic Analytical Techniques , Middle Aged , Neoplasm Proteins/classification , Neoplasm Proteins/metabolism , Neoplastic Cells, Circulating/drug effects , Neoplastic Cells, Circulating/pathology , Pemetrexed/pharmacology , Phenotype , Single-Cell Analysis/methods , Treatment Outcome
10.
Comput Struct Biotechnol J ; 18: 676-685, 2020.
Article in English | MEDLINE | ID: mdl-32257051

ABSTRACT

Tumor heterogeneity is generated through a combination of genetic and epigenetic mechanisms, the latter of which plays an important role in the generation of stem like cells responsible for tumor formation and metastasis. Although the development of single cell transcriptomic technologies holds promise to deconvolute this complexity, a number of these techniques have limitations including drop-out and uneven coverage, which challenge the further delineation of tumor heterogeneity. We adopted deep and full-length single-cell RNA sequencing on Fluidigm's Polaris platform to reveal the cellular, transcriptomic, and isoform heterogeneity of SUM149, a triple negative breast cancer (TNBC) cell line. We first validate the quality of the TNBC sequencing data with the sequencing data from erythroleukemia K562 cell line as control. We next scrutinized well-defined marker genes for cancer stem-like cell to identify different cell populations. We then profile the isoform expression data to investigate the heterogeneity of alternative splicing patterns. Though classified as triple-negative breast cancer, the SUM149 stem cells show heterogeneous expression of marker receptors (ER, PR, and HER2) across the cells. We identified three cell populations that express patterns of stemness: epithelial-mesenchymal transition (EMT) cancer stem cells (CSCs), mesenchymal-epithelial transition (MET) CSCs and Dual-EMT-MET CSCs. These cells also manifested a high level of heterogeneity in alternative splicing patterns. For example, CSCs have shown different expression patterns of the CD44v6 exon, as well as different levels of truncated EGFR transcripts, which may suggest different potentials for proliferation and invasion among cancer stem cells. Our study identified features of the landscape of previously underestimated cellular, transcriptomic, and isoform heterogeneity of cancer stem cells in triple-negative breast cancers.

11.
Mol Biol Rep ; 46(5): 5041-5048, 2019 Oct.
Article in English | MEDLINE | ID: mdl-31273613

ABSTRACT

Thalassemia is one of the most common monogenic hereditary disorders. Despite noticeable advances made in prevention strategies, it is still highly prevalent in the Iranian population. A key approach to management and early diagnosis of the disease is through revealing the regions with high prevalence and determining common genetic and phenotypic diversity. In the current study Hemoglobin H (HbH) disease patients were analyzed as the most common form of thalassemia intermedia in Iran. A total of 80 patients suspected of being thalassemic according to their mild to moderate anemia, microcytosis and normal iron levels were included in this study at the hemoglobinopathy and thalassemia center of Ahvaz University of Medical Science. Patients were analyzed for hematological parameters and HbH mutations using Multiplex Gap Polymerase Chain Reaction and Multiplex Amplification Refractory Mutation System. Twelve mutations were detected in the studied population. The most common genotype was -α3.7/--MED (45%) followed by Homozygote αPoly A2 (17.5%). A total of ten different alpha-globin (α-globin) mutations were observed in patients which --MED, being the most common mutation (26.27%), followed by -α3.7 (24.37%) and αpolyA2(A>G) (18.12%). Hematological parameters such as Hb, MCV, MCH and HbH were assessed and results showed that they varied significantly among genotypes, adjusted to age and gender. This study reveals a highly diverse range of HbH patients different from what was thought in terms of both genotype and phenotype in the Khuzestan region of Iran. These findings could contribute to improve the thalassemia managing policies in this province.


Subject(s)
Thalassemia/genetics , alpha-Thalassemia/genetics , Adolescent , Adult , Female , Genetic Association Studies/methods , Genotype , Humans , Iran/epidemiology , Male , Mutation , Phenotype , Thalassemia/metabolism , Young Adult , alpha-Globins/genetics , alpha-Globins/metabolism , alpha-Thalassemia/metabolism , beta-Thalassemia/genetics
12.
Adv Sci (Weinh) ; 6(2): 1801254, 2019 Jan 23.
Article in English | MEDLINE | ID: mdl-30693182

ABSTRACT

Rates of progression and treatment response in advanced prostate cancer are highly variable, necessitating non-invasive methods to assess the molecular characteristics of these tumors in real time. The unique potential of circulating tumor cells (CTCs) to serve as a clinically useful liquid biomarker is due to their ability to inform via both enumeration and RNA expression. A microfluidic graphene oxide-based device (GO Chip) is used to isolate CTCs and CTC clusters from the whole blood of 41 men with metastatic castration-resistant prostate cancer. Additionally, the expression of 96 genes of interest is determined by RT-qPCR. Multivariate analyses are conducted to determine the genes most closely associated with overall survival, PSA progression, and radioclinical progression. A preliminary signature, comprising high expression of stemness genes and low expression of epithelial and mesenchymal genes, potentially implicates an undifferentiated CTC phenotype as a marker of poor prognosis in this setting.

13.
Sci Rep ; 9(1): 566, 2019 01 24.
Article in English | MEDLINE | ID: mdl-30679441

ABSTRACT

Preclinical studies demonstrated that radiation up-regulates PD-L1 expression in tumor cells, providing a rationale for combining PD-1/PD-L1 inhibitors with radiation. However this has not been validated in patients with non-small cell lung cancer due to the difficulty to obtain serial biopsies. Measuring PD-L1 expression in circulating tumor cells (CTCs), may allow real-time monitoring of immune activation in tumor. In this study, whole blood from non-metastatic NSCLC patients was collected before, during, and after radiation or chemoradiation using a microfluidic chip. PD-L1 expression in CTCs was assessed by immunofluorescence and qPCR and monitored through the course of treatment. Overall, PD-L1(+) CTCs were detected in 25 out of 38 samples (69.4%) with an average of 4.5 cells/ml. After initiation of radiation therapy, the proportion of PD-L1(+) CTCs increased significantly (median 0.7% vs. 24.7%, P < 0.01), indicating up-regulation of PD-L1 in tumor cells in response to radiation. In addition, patients positive for PD-L1 (≥5% of CTCs positive for PD-L1) at baseline had shorter PFS. Gene expression analysis revealed that higher levels of PD-L1 were associated with poor prognosis. Therefore, CTCs can be used to monitor dynamic changes of PD-L1 during radiation therapy which is potentially prognostic of response to treatment.


Subject(s)
B7-H1 Antigen/analysis , Carcinoma, Non-Small-Cell Lung/diagnosis , Carcinoma, Non-Small-Cell Lung/radiotherapy , Neoplastic Cells, Circulating/chemistry , Neoplastic Cells, Circulating/radiation effects , Carcinoma, Non-Small-Cell Lung/pathology , Fluorescent Antibody Technique , Gene Expression Profiling , Humans , Microfluidics , Prognosis , Real-Time Polymerase Chain Reaction
14.
Adv Biosyst ; 3(2): e1800278, 2019 02.
Article in English | MEDLINE | ID: mdl-32627379

ABSTRACT

The enumeration of circulating tumor cells (CTCs) has shown prognostic importance in patients with breast cancer. However, CTCs are highly heterogeneous with diverse functional properties, which may also be clinically relevant. To provide a comprehensive landscape of the patient's disease, further CTC analysis is required. Here, a highly sensitive and reproducible graphene oxide based CTC assay is utilized to isolate and characterize CTCs from 47 metastatic breast cancer patients. The CTCs are captured with high purity, requiring only a few milliliters of blood and enabling efficient enumeration and subsequent analysis at both the protein and the transcription level. The results show that patient clinical outcomes correlate with the associated CTC profile and clearly demonstrate the potential use of the assay in the clinical setting. Collectively, these findings suggest that beyond simple enumeration, CTC characterization may provide further information that improves the diagnosis of the patients' disease status for proper treatment decisions. Moreover, this thorough validation study will facilitate the translation of the CTC assay into future clinical applications to broaden the utility of liquid biopsy.


Subject(s)
Breast Neoplasms , Microfluidic Analytical Techniques/methods , Neoplastic Cells, Circulating , Adult , Aged , Breast Neoplasms/diagnosis , Breast Neoplasms/metabolism , Breast Neoplasms/pathology , Female , Graphite/chemistry , Humans , Liquid Biopsy/methods , Middle Aged , Neoplastic Cells, Circulating/metabolism , Neoplastic Cells, Circulating/pathology , Prognosis
15.
Stem Cell Reports ; 10(5): 1596-1609, 2018 05 08.
Article in English | MEDLINE | ID: mdl-29606612

ABSTRACT

During development, the mammary gland undergoes extensive remodeling driven by stem cells. Breast cancers are also hierarchically organized and driven by cancer stem cells characterized by CD44+CD24low/- or aldehyde dehydrogenase (ALDH) expression. These markers identify mesenchymal and epithelial populations both capable of tumor initiation. Less is known about these populations in non-cancerous mammary glands. From RNA sequencing, ALDH+ and ALDH-CD44+CD24- human mammary cells have epithelial-like and mesenchymal-like characteristics, respectively, with some co-expressing ALDH+ and CD44+CD24- by flow cytometry. At the single-cell level, these cells have the greatest mammosphere-forming capacity and express high levels of stemness and epithelial-to-mesenchymal transition-associated genes including ID1, SOX2, TWIST1, and ZEB2. We further identify single ALDH+ cells with a hybrid epithelial/mesenchymal phenotype that express genes associated with aggressive triple-negative breast cancers. These results highlight single-cell analyses to characterize tissue heterogeneity, even in marker-enriched populations, and identify genes and pathways that define this heterogeneity.


Subject(s)
Breast/cytology , Gene Expression Profiling , Stem Cells/metabolism , Aldehyde Dehydrogenase/metabolism , Biomarkers/metabolism , Breast Neoplasms/genetics , Breast Neoplasms/pathology , CD24 Antigen/metabolism , Cell Survival , Epithelium/metabolism , Female , Gene Expression Regulation, Neoplastic , Genes, Neoplasm , Humans , Hyaluronan Receptors/metabolism , Mesoderm/metabolism , Phenotype , Transcriptome/genetics
16.
Cell Syst ; 5(3): 295-304.e4, 2017 09 27.
Article in English | MEDLINE | ID: mdl-28941584

ABSTRACT

We present "Labyrinth," a label-free microfluidic device to isolate circulating tumor cells (CTCs) using the combination of long loops and sharp corners to focus both CTCs and white blood cells (WBCs) at a high throughput of 2.5 mL/min. The high yield (>90%) and purity (600 WBCs/mL) of Labyrinth enabled us to profile gene expression in CTCs. As proof of principle, we used previously established cancer stem cell gene signatures to profile single cells isolated from the blood of breast cancer patients. We observed heterogeneous subpopulations of CTCs expressing genes for stem cells, epithelial cells, mesenchymal cells, and cells transitioning between epithelial and mesenchymal. Labyrinth offers a cell-surface marker-independent single-cell isolation platform to study heterogeneous CTC subpopulations.


Subject(s)
Cell Separation/methods , Microfluidics/methods , Neoplastic Cells, Circulating/metabolism , Breast Neoplasms/blood , Cell Count , Cell Line, Tumor , Cell Separation/instrumentation , Epithelial Cells/metabolism , Epithelial-Mesenchymal Transition , Female , High-Throughput Screening Assays/methods , Humans , Leukocytes/metabolism , Microfluidic Analytical Techniques/instrumentation , Single-Cell Analysis/instrumentation , Single-Cell Analysis/methods
17.
Cancer Res ; 77(18): 5194-5206, 2017 09 15.
Article in English | MEDLINE | ID: mdl-28716896

ABSTRACT

Early detection of metastasis can be aided by circulating tumor cells (CTC), which also show potential to predict early relapse. Because of the limited CTC numbers in peripheral blood in early stages, we investigated CTCs in pulmonary vein blood accessed during surgical resection of tumors. Pulmonary vein (PV) and peripheral vein (Pe) blood specimens from patients with lung cancer were drawn during the perioperative period and assessed for CTC burden using a microfluidic device. From 108 blood samples analyzed from 36 patients, PV had significantly higher number of CTCs compared with preoperative Pe (P < 0.0001) and intraoperative Pe (P < 0.001) blood. CTC clusters with large number of CTCs were observed in 50% of patients, with PV often revealing larger clusters. Long-term surveillance indicated that presence of clusters in preoperative Pe blood predicted a trend toward poor prognosis. Gene expression analysis by RT-qPCR revealed enrichment of p53 signaling and extracellular matrix involvement in PV and Pe samples. Ki67 expression was detected in 62.5% of PV samples and 59.2% of Pe samples, with the majority (72.7%) of patients positive for Ki67 expression in PV having single CTCs as opposed to clusters. Gene ontology analysis revealed enrichment of cell migration and immune-related pathways in CTC clusters, suggesting survival advantage of clusters in circulation. Clusters display characteristics of therapeutic resistance, indicating the aggressive nature of these cells. Thus, CTCs isolated from early stages of lung cancer are predictive of poor prognosis and can be interrogated to determine biomarkers predictive of recurrence. Cancer Res; 77(18); 5194-206. ©2017 AACR.


Subject(s)
Adenocarcinoma/pathology , Biomarkers, Tumor/genetics , Carcinoma, Non-Small-Cell Lung/pathology , Carcinoma, Squamous Cell/pathology , Lung Neoplasms/pathology , Neoplastic Cells, Circulating/pathology , Pulmonary Veins/pathology , Adenocarcinoma/genetics , Adenocarcinoma/surgery , Aged , Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Non-Small-Cell Lung/surgery , Carcinoma, Squamous Cell/genetics , Carcinoma, Squamous Cell/surgery , Female , Gene Expression Profiling , Humans , Lab-On-A-Chip Devices , Lung Neoplasms/genetics , Lung Neoplasms/surgery , Male , Neoplasm Staging , Pneumonectomy , Prognosis , Survival Rate
18.
ACS Nano ; 11(5): 4660-4668, 2017 05 23.
Article in English | MEDLINE | ID: mdl-28480715

ABSTRACT

Considerable evidence suggests that self-renewal and differentiation of cancer stem-like cells, a key cell population in tumorgenesis, can determine the outcome of disease. Though the development of microfluidics has enhanced the study of cellular lineage, it remains challenging to retrieve sister cells separately inside enclosed microfluidics for further analyses. In this work, we developed a photomechanical method to selectively detach and reliably retrieve target cells from enclosed microfluidic chambers. Cells cultured on carbon nanotube-polydimethylsiloxane composite surfaces can be detached using shear force induced through irradiation of a nanosecond-pulsed laser. This retrieval process has been verified to preserve cell viability, membrane proteins, and mRNA expression levels. Using the presented method, we have successfully performed 96-plex single-cell transcriptome analysis on sister cells in order to identify the genes altered during self-renewal and differentiation, demonstrating phenomenal resolution in the study of cellular lineage.


Subject(s)
Microfluidic Analytical Techniques/instrumentation , Microfluidic Analytical Techniques/methods , Microfluidics/methods , Cell Differentiation , Cell Line, Tumor , Cell Lineage , Cell Survival , Humans , Lab-On-A-Chip Devices , Single-Cell Analysis/instrumentation , Single-Cell Analysis/methods
19.
Lab Chip ; 17(7): 1349-1358, 2017 03 29.
Article in English | MEDLINE | ID: mdl-28294230

ABSTRACT

The extent of inter- and intra-tumor cell heterogeneity observed in patient tumors appears to be directly associated with patient prognosis. Moreover, studies indicate that targeting distinct subpopulations of tumor cells may be more relevant to successfully managing cancer metastasis. The ability to distinguish and characterize unique tumor cell subpopulations within a given sample is thus exigent. Existing platforms separate cells binarily, based on some threshold level of phenotypic characteristics without consideration of the continuum levels of biomarker expression and the associated implications. Herein we describe how specific tumor cell groups have been immunomagnetically enriched according to a continuum of EpCAM surface marker expression levels. Even among a relatively homogenous group of cells such as the PANC-1 cell line, cells could be separated according to their EpCAM levels into low, moderate and high expression. To physiologically assess each subpopulation, a wound healing assay was performed which revealed distinct invasive potentials among each subset. Furthermore, the clinical relevance of the approach was demonstrated by isolating pancreatic cancer CTCs from the same patient sample based on their EpCAM levels. We demonstrate a robust method of isolating CTCs according to their varying protein levels, which enables extensive studies on tumor cell heterogeneity. Interestingly, 5 of 6 samples had CTCs that could be recovered at all three levels of EpCAM expression though the majority of CTCs were recovered as low expression events. Preliminary studies that compare tumor cell subpopulations in this continuum manner can potentially increase our understanding of the dynamic nature of cell heterogeneity and how it relates to patient outcomes. Ultimately further investigation may yield therapeutic targets against virulent cell subpopulations.


Subject(s)
Biomarkers, Tumor/analysis , Immunomagnetic Separation/methods , Microfluidic Analytical Techniques/instrumentation , Cell Line, Tumor , Epithelial Cell Adhesion Molecule/analysis , Equipment Design , Humans , Immunomagnetic Separation/instrumentation
20.
Adv Sci (Weinh) ; 3(9): 1600063, 2016 Sep.
Article in English | MEDLINE | ID: mdl-27711257

ABSTRACT

The clinical potential of circulating tumor cells (CTCs) in managing cancer metastasis is significant. However, low CTC isolation purities from patient blood have hindered sensitive molecular assays of these rare cells. Described herein is the ultra-pure isolation of CTCs from patient blood samples and how this platform has enabled highly specific molecular (mRNA and miRNA) profiling of patient CTCs.

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