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1.
Nat Commun ; 9(1): 2434, 2018 06 22.
Article in English | MEDLINE | ID: mdl-29934552

ABSTRACT

Screening drugs on patient biopsies from solid tumours has immense potential, but is challenging due to the small amount of available material. To address this, we present here a plug-based microfluidics platform for functional screening of drug combinations. Integrated Braille valves allow changing the plug composition on demand and enable collecting >1200 data points (56 different conditions with at least 20 replicates each) per biopsy. After deriving and validating efficient and specific drug combinations for two genetically different pancreatic cancer cell lines and xenograft mouse models, we additionally screen live cells from human solid tumours with no need for ex vivo culturing steps, and obtain highly specific sensitivity profiles. The entire workflow can be completed within 48 h at assay costs of less than US$ 150 per patient. We believe this can pave the way for rapid determination of optimal personalized cancer therapies.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/pharmacology , Drug Screening Assays, Antitumor/methods , Microfluidics/methods , Neoplasms/drug therapy , Animals , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Biopsy , Cell Line, Tumor , Drug Screening Assays, Antitumor/economics , Drug Screening Assays, Antitumor/instrumentation , Female , High-Throughput Screening Assays/economics , High-Throughput Screening Assays/instrumentation , High-Throughput Screening Assays/methods , Humans , Mice , Microfluidics/economics , Microfluidics/instrumentation , Neoplasms/genetics , Neoplasms/pathology , Precision Medicine/methods
2.
Breast Cancer Res Treat ; 157(2): 329-338, 2016 06.
Article in English | MEDLINE | ID: mdl-27146585

ABSTRACT

UNLABELLED: Metastasis is the main cause of death in breast cancer patients. The development of reliable and cost-effective biomarker to evaluate the prognosis of metastatic breast cancer (MBC) patients is of great importance. S100P is a member of S100 family and has been proved to be associated with metastasis establishment. METHODS: We investigated the plasma S100P levels in 60 healthy controls, 48 primary and 273 metastatic breast cancer patients. The MBC patients were followed-up for disease progression and death up to 3.5 years after recruitment. Radiographic response of MBC patients were also analyzed for investigation on treatment monitoring value of plasma S100P level. We found a robust association between high plasma S100P level (>7 ng/mL) and poor prognosis of metastatic breast cancer (MBC) patients (median progression-free survival time: 5.0 vs. 8.7 months, log-rank test p < 0.001; median overall survival time: 22.5 vs. 31.6 months, log-rank test p < 0.001). The plasma S100P level added additional prognostic relevance to the conventional prognostication model with clinicopathological factors and CTC enumeration. The plasma S100P level decreased significantly after treatment, while the reduction correlated with the radiographic response of the MBC patients. This finding indicates the value of plasma S100P in dynamic evaluation of treatment outcome. We hereby suggest plasma S100P level as a simple and cost-effective marker for the prognosis of metastatic breast cancer.


Subject(s)
Biomarkers, Tumor/blood , Breast Neoplasms/blood , Calcium-Binding Proteins/blood , Neoplasm Proteins/blood , Aged , Breast Neoplasms/pathology , Female , Humans , Middle Aged , Neoplasm Grading , Neoplasm Metastasis , Prognosis , Survival Analysis , Up-Regulation
3.
Carcinogenesis ; 37(5): 461-70, 2016 05.
Article in English | MEDLINE | ID: mdl-26785733

ABSTRACT

Metastasis is the principal cause of high morbidity and mortality among breast cancer (BC) patients. Identification of markers that can be routinely monitored to predict onset of metastasis in BC patients and prognosis of metastatic breast cancer (MBC) patients would increase their median survival. In this study, plasma miRNAs of 40 MBC patients were profiled by TaqMan low density arrays and miRNAs with prognostic capacity were identified. The candidates were validated initially in the samples of 237 MBC patients and subsequently in 335 samples from an independent study cohort of BC patients. Sixteen miRNAs were established to be significantly associated with overall survival, and were termed as prognostic miRNA panel template (PROMPT). These included miR-141, miR-144, miR-193b, miR-200a, miR-200b, miR-200c, miR-203, miR-210, miR-215, miR-365, miR-375, miR-429, miR-486-5p, miR-801, miR-1260 and miR-1274a. Additionally, 11 of these miRNAs were also associated with progression-free survival. Their prognostic significance was further confirmed in samples from a second study cohort of BC patients. In addition, miR-200a, miR-200b, miR-200c, miR-210, miR-215 and miR-486-5p were found to be significantly associated with onset of metastasis up to 2 years prior to clinical diagnosis in BC patients. We have thus identified panels of miRNAs, which include metastasis promoting miR-200 family and miR-203, as well as oncogenic and tumor-suppressive miRNAs, that can serve as prognostic markers for MBC, and early detection markers of metastasis in BC.


Subject(s)
Biomarkers, Tumor/genetics , Breast Neoplasms/genetics , MicroRNAs/blood , Biomarkers, Tumor/blood , Breast Neoplasms/mortality , Breast Neoplasms/pathology , Cohort Studies , Disease-Free Survival , Female , Gene Expression Regulation, Neoplastic , Humans , Kaplan-Meier Estimate , MicroRNAs/genetics , Prognosis , Reproducibility of Results
4.
Int J Cancer ; 138(10): 2499-509, 2016 May 15.
Article in English | MEDLINE | ID: mdl-26686298

ABSTRACT

Conventional tumor markers have limited value for prognostication and treatment monitoring in metastatic breast cancer (MBC) patients and novel circulating tumor markers therefore need to be explored. Hyaluronic acid (HA) is a major macropolysaccharide in the extracellular matrix and is reported to be associated with tumor progression. In our study, we investigated plasma HA level with respect to progression free survival (PFS) and overall survival (OS), as well as the treatment monitoring value in MBC patients. The prognostic value of plasma HA level was investigated in a discovery cohort of 212 MBC patients with 2.5-year follow-up and validated in an independent validation cohort of 334 patients with 5-year follow-up. The treatment monitoring value of plasma HA level was investigated in 61 MBC patients from discovery cohort who had been radiographically examined after first complete cycle of chemo therapy. We found a robust association between high plasma HA level and poor prognosis of MBC patients in both discovery (pPFS = 7.92 × 10(-6) and pOS = 5.27 × 10(-5)) and validation studies (pPFS = 3.66 × 10(-4) and pOS = 1.43 × 10(-4)). In the discovery cohort, the plasma HA level displayed independent prognostic value after adjusted for age and clinicopathological factors, with respect to PFS and OS. Further, the decrease of plasma HA level displayed good concordance with treatment response evaluated by radiographic examination (AUC = 0.79). Plasma HA level displays prognostic value, as well as treatment monitoring value for MBC patients.


Subject(s)
Biomarkers, Tumor , Breast Neoplasms/blood , Breast Neoplasms/diagnosis , Hyaluronic Acid/blood , Breast Neoplasms/mortality , Breast Neoplasms/therapy , Case-Control Studies , Cohort Studies , Female , Humans , Kaplan-Meier Estimate , Neoplasm Metastasis , Patient Outcome Assessment , Prognosis , ROC Curve
5.
BMC Cancer ; 14: 512, 2014 Jul 11.
Article in English | MEDLINE | ID: mdl-25015676

ABSTRACT

BACKGROUND: To prospectively assess circulating tumor cell (CTC) status at baseline (CTCBL) and after one cycle of a new line of systemic therapy (CTC1C), and changes from CTCBL to CTC1C (CTC kinetics, CTCKIN) for their utility in predicting response, progression-free (PFS) and overall survival (OS) in metastatic breast cancer (MBC). METHODS: CTCBL and CTC1C status was determined as negative (-) or positive (+) for < 5 or ≥ 5 CTCs/7.5 ml blood using CellSearch™ (Veridex). CTCKIN was categorized as favorable (CTC1C-) or unfavorable (CTC1C+). Tumor response was to be assessed every 2-3 months using the Response Evaluation Criteria in Solid Tumors (RECIST) criteria. Statistical analysis focused on the relation between CTC status and CTCKIN, and response, PFS, and OS. RESULTS: 133/393 (34%) patients enrolled were CTCBL+. CTC1C status after one cycle and radiological tumor response were assessed after median (range) periods of 1.2 (0.5-3.2) and 2.9 (0.5-4.8) months, respectively. 57/201 (28%) were CTC1C+. Median [95% confidence interval] PFS and OS (months) were significantly reduced in CTCBL+ vs. CTCBL- patients (PFS 4.7 [3.7-6.1] vs. 7.8 [6.4-9.2]; OS 10.4 [7.9-15.0] vs. 27.2 [22.3-29.9]), and for CTC1C+ vs. CTC1C- patients (PFS 4.3 [3.6-6.0] vs. 8.5 [6.6-10.4]; OS 7.7 [6.4-13.9] vs. 30.6 [22.6-not available]). Unfavorable CTCKIN was significantly associated with progressive disease. Multivariate Cox regression analysis revealed prognostic factors for shorter PFS (CTCBL+, persistent CTCs after one cycle, ≥ 3rd-line therapy, and triple-negative receptor status) and shorter OS (CTCBL+, persistent CTCs after one cycle, bone-and-visceral/local metastases, ≥ 3rd-line therapy, and triple-negative receptor status). CONCLUSIONS: CTCBL, CTC1C, and CTCKIN are predictive of outcome in MBC. Serial CTC enumeration is useful in tailoring systemic treatment of MBC. TRIAL REGISTRATION: Not applicable.


Subject(s)
Biomarkers, Tumor/blood , Breast Neoplasms/blood , Breast Neoplasms/pathology , Neoplasm Metastasis/pathology , Neoplastic Cells, Circulating/metabolism , Adult , Aged , Aged, 80 and over , Breast Neoplasms/drug therapy , Disease-Free Survival , Female , Humans , Middle Aged , Neoplasm Metastasis/drug therapy , Prospective Studies , Treatment Outcome , Young Adult
6.
J Hum Genet ; 59(8): 444-53, 2014 Aug.
Article in English | MEDLINE | ID: mdl-25007886

ABSTRACT

Late-onset Fuchs endothelial corneal dystrophy (FECD) shows genetic heterogeneity. Identification of SLC4A11 as a candidate gene for congenital hereditary endothelial dystrophy with similar corneal endothelial defects as FECD and reduced mRNA expression of SLC4A11 in the endothelium of FECD cases suggested that this gene may also be involved in pathogenesis of FECD. Mutations in SLC4A11 give rise to SLC4A11 protein marked by retention in the endoplasmic reticulum as a result of mis-folding. We screened 45 sporadic late-onset, 4 early-onset FECD patients and an early-onset autosomal dominant FECD family. We identified three previously unreported missense mutations: c.719G>C (p.W240S), c.1519G>A (p.V507I) and c.1304C>T (p.T434I) in unrelated individuals. These SLC4A11 mutants, expressed in HEK293 cells, had defects in either their cell surface expression or functional activity (rate of osmotically driven water flux). SLC4A11 mutations contribute to 11% (5/45) of sporadic late-onset FECD in the cohort studied. COL8A2, which causes some cases of early-onset FECD, was also screened in this cohort. No mutations were identified in COL8A2, in neither the late-onset cohort nor the early-onset family, suggesting genetic heterogeneity in this FECD family.


Subject(s)
Anion Transport Proteins/genetics , Antiporters/genetics , Collagen Type VIII/genetics , Fuchs' Endothelial Dystrophy/genetics , Adult , Aged , Aged, 80 and over , Animals , Anion Transport Proteins/metabolism , Antiporters/metabolism , Cohort Studies , Collagen Type VIII/metabolism , Endoplasmic Reticulum/metabolism , Female , Genetic Heterogeneity , HEK293 Cells , Humans , Male , Middle Aged , Mutation, Missense , Protein Transport , Young Adult
7.
Breast Cancer Res Treat ; 146(1): 163-74, 2014 Jul.
Article in English | MEDLINE | ID: mdl-24838941

ABSTRACT

Circulating or cell-free DNA (cfDNA) has been evaluated as a biomarker in many cancers including breast cancer. In particular, integrity of cfDNA has been shown to be altered in cancers. We have estimated the biomarker potential of cfDNA in primary (PBC) and metastatic breast cancer (MBC). cfDNA integrity (cfDI) and concentration were determined in plasma of 383 individuals, including 82 PBC and 201 MBC cases, as well as 100 healthy controls, by measuring ALU and LINE1 repetitive DNA elements using quantitative PCR. The MBC patient group was further sub-divided into patients with detectable circulating tumour cells (CTCpos-MBC, n = 100) and those without (CTCneg-MBC, n = 101). A hierarchical decrease in cfDI and increase in cfDNA concentration from healthy controls to PBC and further onto MBC patients were observed. Investigation of cfDNA in media of cell lines was in concordance with these results. Combination of cfDI and cfDNA concentration could differentiate PBC cases from controls (area under the curve, AUC = 0.75), MBC cases from controls (AUC = 0.81 for CTCneg-MBC, AUC = 0.93 for CTCpos-MBC), and CTCneg-MBC from CTCpos-MBC cases (AUC = 0.83). cfDI additionally demonstrated a positive correlation to progression-free (HR of 0.46 for ALU, P = 0.0025) and overall survival (HR of 0.15 for ALU and 0.20 for LINE1, P < 0.0001) in MBC, and had lower prediction error than CTC status. Our findings show that reduced cfDI and increased cfDNA concentration can serve as diagnostic markers for PBC and MBC, and cfDI as a prognostic marker for MBC, thereby making them attractive candidates for blood-based multi-marker assays.


Subject(s)
Biomarkers, Tumor/genetics , Breast Neoplasms/diagnosis , Breast Neoplasms/genetics , Early Detection of Cancer , Alu Elements , Apoptosis/genetics , Biomarkers, Tumor/blood , Breast Neoplasms/mortality , Case-Control Studies , Cell Line, Tumor , Early Detection of Cancer/methods , Female , Humans , Long Interspersed Nucleotide Elements , Neoplasm Metastasis , Prognosis , ROC Curve
8.
PLoS One ; 8(10): e76729, 2013.
Article in English | MEDLINE | ID: mdl-24194846

ABSTRACT

Over the last few years, circulating microRNAs (miRNAs) have emerged as promising novel and minimally invasive markers for various diseases, including cancer. We already showed that certain miRNAs are deregulated in the plasma of breast cancer patients when compared to healthy women. Herein we have further explored their potential to serve as breast cancer early detection markers in blood plasma. Circulating miR-127-3p, miR-376a and miR-652, selected as candidates from a miRNA array-based screening, were found to be associated with breast cancer for the first time (n = 417). Further we validated our previously reported circulating miRNAs (miR-148b, miR-376c, miR-409-3p and miR-801) in an independent cohort (n = 210) as elevated in the plasma of breast cancer patients compared to healthy women. We described, for the first time in breast cancer, an over-representation of deregulated miRNAs (miR-127-3p, miR-376a, miR-376c and miR-409-3p) originating from the chromosome 14q32 region. The inclusion of patients with benign breast tumors enabled the observation that miR-148b, miR-652 and miR-801 levels are even elevated in the plasma of women with benign tumors when compared to healthy controls. Furthermore, an analysis of samples stratified by cancer stage demonstrated that miR-127-3p, miR-148b, miR-409-3p, miR-652 and miR-801 can detect also stage I or stage II breast cancer thus making them attractive candidates for early detection. Finally, ROC curve analysis showed that a panel of these seven circulating miRNAs has substantial diagnostic potential with an AUC of 0.81 for the detection of benign and malignant breast tumors, which further increased to 0.86 in younger women (up to 50 years of age).


Subject(s)
Biomarkers, Tumor/blood , Breast Neoplasms/diagnosis , Chromosomes, Human, Pair 14/genetics , MicroRNAs , Female , Genetic Association Studies , Humans , MicroRNAs/blood , MicroRNAs/genetics , ROC Curve , Real-Time Polymerase Chain Reaction , Reverse Transcriptase Polymerase Chain Reaction
9.
Front Genet ; 4: 116, 2013.
Article in English | MEDLINE | ID: mdl-23802013

ABSTRACT

In the recent years, circulating microRNAs (miRNAs) have garnered a lot of attention and interest in the field of disease biomarkers. With characteristics such as high stability, low cost, possibility of repeated sampling and minimal invasiveness, circulating miRNAs are ideal for development into diagnostic tests. There have been many studies reported on the potential of circulating miRNAs as early detection, prognostic, and predictive biomarkers in cancer. Here, we have reviewed the application of plasma and serum miRNAs as biomarkers for cancer focusing on epithelial carcinomas [prostate, breast, lung, colorectal, and gastric cancer (GC)] and hematological malignancies (leukemia and lymphoma). We have also addressed the common challenges that need to be overcome to achieve a successful bench to bedside transition.

10.
Int J Cancer ; 132(7): 1602-12, 2013 Apr 01.
Article in English | MEDLINE | ID: mdl-22927033

ABSTRACT

In recent years, circulating miRNAs have attracted a great deal of attention as promising novel markers for various diseases. Here, we investigated their potential to serve as minimally invasive, early detection markers for breast cancer in blood plasma. We profiled miRNAs extracted from the plasma of early stage breast cancer patients (taken at the time-point of diagnosis) and healthy control individuals using TaqMan low-density arrays (TLDA). Selected candidates identified in the initial screen were further validated in an extended study cohort of 207 individuals including 127 sporadic breast cancer cases and 80 healthy controls via RT-qPCR. Four miRNAs (miR-148b, miR-376c, miR-409-3p and miR-801) were shown to be significantly upregulated in the plasma of breast cancer patients. ROC curve analysis showed that the combination of only three miRNAs (miR-148b, miR-409-3p and miR-801) had an equal discriminatory power between breast cancer cases and healthy controls as all four miRNAs together (AUC = 0.69). In conclusion, the identified miRNAs might be of potential use in the development of a multimarker blood-based test to complement and improve early detection of breast cancer. Such a multimarker blood test might for instance provide a prescreening tool, especially for younger women, to facilitate decisions about which individuals to recommend for further diagnostic tests.


Subject(s)
Biomarkers, Tumor/blood , Blood Proteins/analysis , Breast Neoplasms/diagnosis , Early Diagnosis , Gene Expression Regulation, Neoplastic , MicroRNAs/blood , Adult , Aged , Aged, 80 and over , Breast Neoplasms/blood , Breast Neoplasms/genetics , Carcinoma, Ductal, Breast/blood , Carcinoma, Ductal, Breast/diagnosis , Carcinoma, Ductal, Breast/genetics , Carcinoma, Lobular/blood , Carcinoma, Lobular/diagnosis , Carcinoma, Lobular/genetics , Case-Control Studies , Female , Humans , Lymphatic Metastasis , MicroRNAs/genetics , Middle Aged , Neoplasm Staging , Prognosis , ROC Curve , Real-Time Polymerase Chain Reaction
11.
Clin Cancer Res ; 18(21): 5972-82, 2012 Nov 01.
Article in English | MEDLINE | ID: mdl-22952344

ABSTRACT

PURPOSE: The use of circulating tumor cells (CTC) as a prognostic marker in metastatic breast cancer (MBC) has been well established. However, their efficacy and accuracy are still under scrutiny mainly because of methods of their enrichment and identification. We hypothesized that circulating miRNAs can predict the CTC status of patients with MBC, and tested for the same. Furthermore, we aimed at establishing a panel of circulating miRNAs capable of differentiating MBC cases from healthy controls. EXPERIMENTAL DESIGN: Circulating miRNAs from plasma of CTC-positive and CTC-negative patients with MBC, and healthy controls, were profiled by TaqMan Human MicroRNA arrays. Candidates from the initial screen were validated in an extended cohort of 269 individuals (61 CTC-positive, 72 CTC-negative, 60 CTC-low MBC cases, and 76 controls). RESULTS: CTC-positive had significantly higher levels of miR-141, miR-200a, miR-200b, miR-200c, miR-203, miR-210, miR-375, and miR-801 than CTC-negative MBC and controls (P < 0.00001), whereas miR-768-3p was present in lower amounts in MBC cases (P < 0.05). miR-200b was singled out as the best marker for distinguishing CTC-positive from CTC-negative patients (AUC 0.88). We identified combinations of miRNAs for differentiating MBC cases from controls (AUC 0.95 for CTC-positive; AUC 0.78 for CTC-negative). Combinations of miRNAs and miR-200b alone were found to be promising prognostic marker for progression-free and overall survival. CONCLUSION: This is the first study to document the capacity of circulating miRNAs to indicate CTC status and their potential as prognostic markers in patients with MBC.


Subject(s)
Biomarkers, Tumor , Breast Neoplasms/blood , Breast Neoplasms/pathology , MicroRNAs/blood , Neoplastic Cells, Circulating/metabolism , Biomarkers, Tumor/blood , Biomarkers, Tumor/genetics , Breast Neoplasms/genetics , Breast Neoplasms/mortality , Cell Count , Female , Humans , MicroRNAs/genetics , Prognosis , Reproducibility of Results , Transcriptome
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