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1.
World J Psychiatry ; 14(9): 1319-1325, 2024 Sep 19.
Artículo en Inglés | MEDLINE | ID: mdl-39319226

RESUMEN

BACKGROUND: Pediatric abdominal infection is a common but serious disease that requires timely and effective treatment. In surgical treatment, accurate diagnosis and rational application of antibiotics are the keys to improving treatment effects. AIM: To investigate the effect of broad-spectrum bacterial detection on postoperative antibiotic therapy. METHODS: A total of 100 children with abdominal infection who received surgical treatment in our hospital from September 2020 to July 2021 were grouped. The observation group collected blood samples upon admission and sent them for broad-spectrum bacterial infection nucleic acid testing, and collected pus or exudate during the operation for bacterial culture and drug sensitivity testing; the control group only sent bacterial culture and drug sensitivity testing during the operation. RESULTS: White blood cell count, C-reactive protein, procalcitonin, 3 days after surgery, showed better postoperative index than the control group (P < 0.05). The hospital stay in the observation group was significantly shorter than that in the control group. The hospitalization cost in the observation group was significantly lower than that in the control group, and the difference between the two groups was statistically significant (P < 0.05). CONCLUSION: Early detection of broad-spectrum bacterial infection nucleic acids in pediatric abdominal infections can help identify pathogens sooner and guide the appropriate use of antibiotics, improving treatment outcomes and reducing medical costs to some extent.

2.
J Thorac Dis ; 16(6): 3854-3863, 2024 Jun 30.
Artículo en Inglés | MEDLINE | ID: mdl-38983150

RESUMEN

Background: Alectinib has achieved excellent therapeutic efficacy in anaplastic lymphoma kinase (ALK) fusion gene-positive non-small cell lung cancer (NSCLC) patients, however, patients eventually develop resistance to it. Exploring the gene variant mapping after alectinib resistance provides a basis for the whole management of ALK-positive advanced NSCLC. This study aimed to characterize the mutation profiles of real-world ALK rearrangement-positive advanced NSCLC patients after first-line alectinib treatment resistance. The research also investigated the treatment options and coping strategies after resistance. Methods: Clinical data of patients with advanced NSCLC who received first-line alectinib treatment in the First Affiliated Hospital of Guangzhou Medical University between November 2018 and April 2022 were collected. Moreover, next-generation sequencing (NGS) data of the patient's baseline and post-resistance tissues were gathered. One patient underwent lung cancer organoid culture and drug sensitivity testing. Results: Out of 35 first-line alectinib-treated patients with advanced NSCLC, 31 are presently in progression-free survival (PFS; 4.3-35.0 months). Four patients experienced progressive disease, and all of them were sequentially treated with ceritinib. Tissue NGS results before sequential treatment in three patients indicated an echinoderm microtubule-associated protein-like 4-ALK fusion that remained at the original baseline, and the PFS for ceritinib treatment was 0.5-1.3 months. One patient developed acquired resistance mutations in the structural domain of ALK protein kinase (V1180L and E1161D), and the PFS for ceritinib treatment was 6.7 months. For one patient who maintained original baseline ALK rearrangement positive without acquired mutation after progression of ceritinib resistance, lung cancer-like organ culture with sequential brigatinib and lorlatinib led to a PFS of 3.2 and 1.9 months, respectively, which aligned with the corresponding drug susceptibility testing results for this patient. Conclusions: For ALK rearrangement-positive patients, blind sequencing of other second-generation tyrosine kinase inhibitors (TKIs) or third-generation lorlatinib may not guarantee satisfactory tumor suppression following first-line second-generation ALK-TKI alectinib administration for treatment progression. NGS testing of patients' blood or tissue samples after disease progression may provide insight into the etiology of alectinib resistance. Patient-sourced drug sensitivity testing of lung cancer-like organs selects drug-sensitive medications based on NGS results and provides a reference for subsequent drug therapy for patients after drug resistance, particularly those who remain ALK rearrangement-positive at baseline.

3.
Theranostics ; 14(8): 3300-3316, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38855182

RESUMEN

Patient-derived organoids (PDOs) have emerged as a promising platform for clinical and translational studies. A strong correlation exists between clinical outcomes and the use of PDOs to predict the efficacy of chemotherapy and/or radiotherapy. To standardize interpretation and enhance scientific communication in the field of cancer precision medicine, we revisit the concept of PDO-based drug sensitivity testing (DST). We present an expert consensus-driven approach for medication selection aimed at predicting patient responses. To further standardize PDO-based DST, we propose guidelines for clarification and characterization. Additionally, we identify several major challenges in clinical prediction when utilizing PDOs.


Asunto(s)
Antineoplásicos , Consenso , Desarrollo de Medicamentos , Neoplasias , Organoides , Medicina de Precisión , Organoides/efectos de los fármacos , Humanos , Medicina de Precisión/métodos , Neoplasias/tratamiento farmacológico , Desarrollo de Medicamentos/métodos , Antineoplásicos/farmacología , Antineoplásicos/uso terapéutico , Ensayos de Selección de Medicamentos Antitumorales/métodos
4.
Trends Mol Med ; 30(7): 617-619, 2024 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-38616435

RESUMEN

Gastrointestinal organoids have emerged as a model system that authentically recapitulates the in vivo situation. Despite biomedical and technical challenges, self-assembled 3D structures derived from pluripotent stem cells or healthy and diseased tissues have proved to be invaluable tools for cancer drug discovery, disease modeling, and studying infection with carcinogenic pathogens.


Asunto(s)
Organoides , Organoides/patología , Humanos , Animales , Tracto Gastrointestinal/patología , Neoplasias/terapia , Neoplasias/patología , Descubrimiento de Drogas/métodos , Células Madre Pluripotentes/citología
5.
Front Oncol ; 13: 1212604, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-37576902

RESUMEN

The lack of anticancer agents that overcome innate/acquired drug resistance is the single biggest barrier to achieving a durable complete response to cancer therapy. To address this issue, a new drug family was developed for intracellular delivery of the bioactive aminothiol WR1065 by conjugating it to discrete thiol-PEG polymers: 4-star-PEG-S-S-WR1065 (4SP65) delivers four WR1065s/molecule and m-PEG6-S-S-WR1065 (1LP65) delivers one. Infrequently, WR1065 has exhibited anticancer effects when delivered via the FDA-approved cytoprotectant amifostine, which provides one WR1065/molecule extracellularly. The relative anticancer effectiveness of 4SP65, 1LP65, and amifostine was evaluated in a panel of 15 human cancer cell lines derived from seven tissues. Additional experiments assessed the capacity of 4SP65 co-treatments to potentiate the anticancer effectiveness and overcome drug resistance to cisplatin, a chemotherapeutic, or gefitinib, a tyrosine kinase inhibitor (TKI) targeting oncogenic EGFR mutations. The CyQUANT®-NF proliferation assay was used to assess cell viability after 48-h drug treatments, with the National Cancer Institute COMPARE methodology employed to characterize dose-response metrics. In normal human epithelial cells, 4SP65 or 1LP65 enhanced or inhibited cell growth but was not cytotoxic. In cancer cell lines, 4SP65 and 1LP65 induced dose-dependent cytostasis and cytolysis achieving 99% cell death at drug concentrations of 11.2 ± 1.2 µM and 126 ± 15.8 µM, respectively. Amifostine had limited cytostatic effects in 11/14 cancer cell lines and no cytolytic effects. Binary pairs of 4SP65 plus cisplatin or gefitinib increased the efficacy of each partner drug and surmounted resistance to cytolysis by cisplatin and gefitinib in relevant cancer cell lines. 4SP65 and 1LP65 were significantly more effective against TP53-mutant than TP53-wild-type cell lines, consistent with WR1065-mediated reactivation of mutant p53. Thus, 4SP65 and 1LP65 represent a unique prodrug family for innovative applications as broad-spectrum anticancer agents that target p53 and synergize with a chemotherapeutic and an EGFR-TKI to prevent or overcome drug resistance.

6.
Lung Cancer ; 178: 213-219, 2023 04.
Artículo en Inglés | MEDLINE | ID: mdl-36878102

RESUMEN

OBJECTIVES: Pleural mesothelioma (PM) is an aggressive malignancy with limited treatment options. The first-line therapy has remained unchanged for two decades and consists of pemetrexed in combination with cisplatin. Immune-checkpoint inhibitors (nivolumab plus ipilimumab) have high response rates, resulting in recent updates in treatment recommendations by the U.S. Food and Drug Administration. However, the overall benefits of combination treatment are modest, suggesting that other targeted therapy options should be investigated. MATERIALS AND METHODS: We employed high-throughput drug sensitivity and resistance testing on five established PM cell lines using 527 cancer drugs in a 2D setting. Drugs of the greatest potential (n = 19) were selected for further testing in primary cell models derived from pleural effusions of seven PM patients. RESULTS: All established and primary patient-derived PM cell models were sensitive to the mTOR inhibitor AZD8055. Furthermore, another mTOR inhibitor (temsirolimus) showed efficacy in most of the primary patient-derived cells, although a less robust effect was observed when compared with the established cell lines. Most of the established cell lines and all patient-derived primary cells exhibited sensitivity to the PI3K/mTOR/DNA-PK inhibitor LY3023414. The Chk1 inhibitor prexasertib showed activity in 4/5 (80%) of the established cell lines and in 2/7 (29%) of the patient-derived primary cell lines. The BET family inhibitor JQ1 showed activity in four patient-derived cell models and in one established cell line. CONCLUSION: mTOR and Chk1 pathways had promising results with established mesothelioma cell lines in an ex vivo setting. In patient-derived primary cells, drugs targeting mTOR pathway in particular showed efficacy. These findings may inform novel treatment strategies for PM.


Asunto(s)
Antineoplásicos , Neoplasias Pulmonares , Mesotelioma Maligno , Mesotelioma , Neoplasias Pleurales , Humanos , Preparaciones Farmacéuticas , Inhibidores mTOR , Neoplasias Pulmonares/patología , Mesotelioma Maligno/tratamiento farmacológico , Mesotelioma/patología , Antineoplásicos/uso terapéutico , Neoplasias Pleurales/patología , Serina-Treonina Quinasas TOR/metabolismo , Línea Celular Tumoral
7.
Curr Rev Clin Exp Pharmacol ; 18(1): 3-11, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-34515020

RESUMEN

The techniques and qualities of drug sensitivity testing (DST) for anticancer treatment have grown rapidly in the past two decades worldwide. Much of DST progress came from advanced systems of technical versatility (faster, highly-throughput, highly-sensitive, and smaller in tumor quantity). As the earliest drug selective system, biomedical knowledge and technical advances for DST are mutually supported. More importantly, many pharmacological controversies are resolved by these technical advances. With this technical stride, the clinical landscape of DST entered into a new phase (>500 samples per testing and extremely low quantity of tumor cells). As a forerunner of the drug selection system, DST awaits a new version that can adapt to complicated therapeutic situations and diverse tumor categories in the clinic. By upholding this goal of pathogenic and therapeutic diversity, DST could eventually cure more cancer patients by establishing high-quality drug selection systems. To smoothen DST development, there is a need to increase the understanding of cancer biology, pathology and pharmacology (cancer heterogeneity, plasticity, metastasis and drug resistance) with well-informative parameters before chemotherapy. In this article, medicinal and technical insights into DST are especially highlighted.


Asunto(s)
Protocolos de Quimioterapia Combinada Antineoplásica , Neoplasias , Humanos , Protocolos de Quimioterapia Combinada Antineoplásica/farmacología , Resistencia a Medicamentos , Ensayos de Selección de Medicamentos Antitumorales , Neoplasias/tratamiento farmacológico , Medicina de Precisión
8.
Trends Pharmacol Sci ; 43(11): 973-985, 2022 11.
Artículo en Inglés | MEDLINE | ID: mdl-36163057

RESUMEN

Functional precision medicine is a new, emerging area that can guide cancer treatment by capturing information from direct perturbations of tumor-derived, living cells, such as by drug sensitivity screening. Precision cancer medicine as currently implemented in clinical practice has been driven by genomics, and current molecular tumor boards rely extensively on genomic characterization to advise on therapeutic interventions. However, genomic biomarkers can only guide treatment decisions for a fraction of the patients. In this review we provide an overview of the current state of functional precision medicine, highlight advances for drug-sensitivity screening enabled by cell culture models, and discuss how artificial intelligence (AI) can be coupled to functional precision medicine to guide patient stratification.


Asunto(s)
Neoplasias , Medicina de Precisión , Inteligencia Artificial , Biomarcadores de Tumor , Técnicas de Cultivo de Célula , Detección Precoz del Cáncer , Humanos , Neoplasias/tratamiento farmacológico
9.
Rev Recent Clin Trials ; 17(4): 291-299, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-35986532

RESUMEN

AIMS: Cancer is a high-mortality disease (9.6 million deaths in 2018 worldwide). Given various anticancer drugs, drug selection plays a key role in patient survival in clinical trials. METHODS: Drug Sensitivity Testing (DST), one of the leading drug selective systems, was widely practiced for therapeutic promotion in the clinic. Notably, DSTs assist in drug selection that benefits drug responses against cancer from 20-22% to 30-35% over the past two decades. The relationship between drug resistance in vitro and drug treatment benefits was associated with different tumor origins and subtypes. Medical theory and underlying DST mechanisms remain poorly understood until now. The study of the clinical scenario, sustainability and financial support for mechanism and technical promotions is indispensable. RESULTS: Despite the great technical advance, therapeutic prediction and drug selection by DST needs to be miniature, versatility and cost-effective in the clinic. Multi-parameters and automation of DST should be a future trend. Advanced biomedical knowledge and clinical approaches to translating oncologic profiles into drug selection were the main focuses of DST developments. With a great technical stride, the clinical architecture of the DST platform was entering higher levels (drug response testing at any stage of cancer patients and miniaturization of tumor samples). DISCUSSION: The cancer biology and pharmacology for drug selection mutually benefit the clinic. New proposals to reveal more therapeutic information and drug response prediction at genetic, molecular and omics levels should be estimated overall. CONCLUSION: By upholding this goal of non-invasive, versatility and automation, DST could save the life of several thousand annually worldwide. In this article, new insights into DST novelty and development are highlighted.


Asunto(s)
Antineoplásicos , Neoplasias , Humanos , Antineoplásicos/farmacología , Antineoplásicos/uso terapéutico , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Resistencia a Medicamentos , Pruebas de Sensibilidad Microbiana , Neoplasias/tratamiento farmacológico
10.
Cancers (Basel) ; 13(12)2021 Jun 10.
Artículo en Inglés | MEDLINE | ID: mdl-34200645

RESUMEN

Developing reliable experimental models that can predict clinical response before treating the patient is a high priority in gynecologic cancer research, especially in advanced or recurrent endometrial and ovarian cancers. Patient-derived organoids (PDOs) represent such an opportunity. Herein, we describe our successful creation of 43 tumor organoid cultures and nine adjacent normal tissue organoid cultures derived from patients with endometrial or ovarian cancer. From an initial set of 45 tumor tissues and seven ascites fluid samples harvested at surgery, 83% grew as organoids. Drug sensitivity testing and organoid cell viability assays were performed in 19 PDOs, a process that was accomplished within seven days of obtaining the initial surgical tumor sample. Sufficient numbers of cells were obtained to facilitate testing of the most commonly used agents for ovarian and endometrial cancer. The models reflected a range of sensitivity to platinum-containing chemotherapy as well as other relevant agents. One PDO from a patient treated prior to surgery with neoadjuvant trastuzumab successfully predicted the patient's postoperative chemotherapy and trastuzumab resistance. In addition, the PDO drug sensitivity assay identified alternative treatment options that are currently used in the second-line setting. Our findings suggest that PDOs could be used as a preclinical platform for personalized cancer therapy for gynecologic cancer patients.

11.
Drug Resist Updat ; 54: 100741, 2021 01.
Artículo en Inglés | MEDLINE | ID: mdl-33387814

RESUMEN

Tumor chemosensitivity testing plays a pivotal role in the optimal selection of chemotherapeutic regimens for cancer patients in a personalized manner. High-throughput drug screening approaches have been developed but they failed to take into account intratumor heterogeneity and therefore only provided limited predictive power of therapeutic response to individual cancer patients. Single cancer cell drug sensitivity testing (SCC-DST) has been recently developed to evaluate the variable sensitivity of single cells to different anti-tumor drugs. In this review, we discuss how SCC-DST overcomes the obstacles of traditional drug screening methodologies. We outline critical procedures of SCC-DST responsible for single-cell generation and sorting, cell-drug encapsulation on a microfluidic chip and detection of cell-drug interactions. In SCC-DST, droplet-based microfluidics is emerging as an important platform that integrated various assays and analyses for drug susceptibility tests for individual patients. With the advancement of technology, both fluorescence imaging and label-free analysis have been used for detecting single cell-drug interactions. We also discuss the feasibility of integrating SCC-DST with single-cell RNA sequencing to unravel the mechanisms leading to drug resistance, and utilizing artificial intelligence to facilitate the analysis of various omics data in the evaluation of drug susceptibility. SCC-DST is setting the stage for better drug selection for individual cancer patients in the era of precision medicine.


Asunto(s)
Antineoplásicos/farmacología , Resistencia a Antineoplásicos/fisiología , Ensayos de Selección de Medicamentos Antitumorales/métodos , Neoplasias/tratamiento farmacológico , Neoplasias/patología , Línea Celular Tumoral , Citofotometría/métodos , Diagnóstico por Imagen/métodos , Perfilación de la Expresión Génica/métodos , Humanos , Técnicas Analíticas Microfluídicas/métodos , Análisis de Secuencia de ARN
12.
Anticancer Res ; 39(12): 6981-6988, 2019 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-31810970

RESUMEN

BACKGROUND/AIM: Individualized proper chemotherapy using in vitro drug sensitivity testing has been proposed as a novel therapeutic modality and shown to have better efficacy than empiric chemotherapy. However, issues around establishing a patient-derived cell culture or xenograft, the timing of the testing obtained, and the validity of testing represent major limitations to translating the use of such a technique to clinical practice. PATIENTS AND METHODS: In this study, we assessed the feasibility of an in vitro drug sensitivity technique for testing malignant pleural effusion from advanced-stage non-small cell lung cancer. RESULTS: Our technique was able to produce a turnaround time for in vitro drug sensitivity testing of less than 1 week, with a success rate of more than 90% of cases. Correlated with the individual clinical outcome, using the area under the dose response curve (AUC) could define the level of in vitro drug sensitivity as: responsive (AUC>0.25), intermediate response (0.1≤AUC≤0.25), or resistance (AUC<0.1). CONCLUSION: Data obtained from this method of drug testing were correlated with the clinical outcome. The present drug sensitivity evaluation may benefit the development of individual precision chemotherapy.


Asunto(s)
Antineoplásicos/farmacología , Carcinoma de Pulmón de Células no Pequeñas/tratamiento farmacológico , Neoplasias Pulmonares/tratamiento farmacológico , Derrame Pleural Maligno/tratamiento farmacológico , Adulto , Anciano , Anciano de 80 o más Años , Antineoplásicos/uso terapéutico , Área Bajo la Curva , Proliferación Celular/efectos de los fármacos , Supervivencia Celular/efectos de los fármacos , Ensayos de Selección de Medicamentos Antitumorales , Estudios de Factibilidad , Femenino , Humanos , Masculino , Persona de Mediana Edad , Medicina de Precisión , Estudios Prospectivos , Factores de Tiempo , Células Tumorales Cultivadas
13.
Indian J Tuberc ; 66(3): 394-401, 2019 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-31439186

RESUMEN

BACKGROUND: Multi-drug-resistant TB (MDR-TB) has become a significant public health problem and an obstacle to effective TB control. Rapid diagnostic tests for anti tubercular drugs sensitivity have significantly reduced total time in initiation of treatment. Still there is a significant gap between MDR diagnosis and start of category IV treatment. Delay in establishing the diagnosis may cause disease progression, transmission, lost to follow up and death. This study was planned to assess the actual delay from day one of sputum examination to the day of initiation of category IV in operational settings. METHODOLOGY: MDR-TB suspected patients attending the Respiratory medicine department, JLNMC, Ajmer from June-15 to July-16 were followed from sputum examination to sample deposition for drug sensitivity testing (LPA/CBNAAT) to MDR detection to category IV initiation, for assessment of procedural delay at various steps. RESULTS: LPA group (371 patients): Sputum smear to LPA deposition mean duration was 8.02 days, LPA deposition to LPA result upload mean duration was 3.78 days, LPA deposition to patients received LPA reports mean duration was 21.73 days and reports received to PMDT site admission (if drug resistant) mean duration was 3.61 days. Total time duration in category IV initiation was 32.63 days. CBNAAT group (50 patients): Sputum smear to CBNAAT deposition mean duration was 6.70 days, CBNAAT deposition to CBNAAT result upload mean duration was 1.13 days, CBNAAT deposition to patients received CBNAAT reports mean duration was 6.53 days and reports received to PMDT site admission (if R-resistant) mean duration was 3.8 days. Total time duration in category IV initiation was 12.4 days. CONCLUSION: Major delay seen on part of receiving sensitivity reports indicates the need to stress upon field staff motivation, appropriate training, sensitisation and expert counselling.


Asunto(s)
Antituberculosos/uso terapéutico , Diagnóstico Tardío , Programas Nacionales de Salud/normas , Rifampin/uso terapéutico , Tuberculosis Resistente a Múltiples Medicamentos/diagnóstico , Tuberculosis Pulmonar/diagnóstico , Antituberculosos/administración & dosificación , Benchmarking , Esquema de Medicación , Humanos , India , Mycobacterium tuberculosis/aislamiento & purificación , Rifampin/administración & dosificación , Esputo/microbiología , Centros de Atención Terciaria , Tuberculosis Resistente a Múltiples Medicamentos/tratamiento farmacológico , Tuberculosis Resistente a Múltiples Medicamentos/prevención & control , Tuberculosis Pulmonar/tratamiento farmacológico , Tuberculosis Pulmonar/prevención & control
14.
Eur Urol ; 76(4): 430-434, 2019 10.
Artículo en Inglés | MEDLINE | ID: mdl-31256944

RESUMEN

Many patients with muscle-invasive bladder cancer (BC) are either ineligible for or do not benefit from cisplatin-based chemotherapy, and there is an unmet need to estimate individuals' drug sensitivities. We investigated the suitability of conditionally reprogrammed (CR) cells for the characterization of BC properties and their feasibility for personalized drug sensitivity screening. The CR cultures were established from six BC tumors with varying histology and stage. Four cultures were successfully propagated for genomic, transcriptomic, and protein expression profiling and compared to the parental tumors. Two out of four CR cultures (urothelial carcinoma and small cell neuroendocrine carcinoma [SmCC]) corresponded well to their parental tumors and underwent drug sensitivity screening to identify novel drugs for the respective tumors. Both cultures were sensitive to standard BC chemotherapy agents (eg cisplatin and gemcitabine) and to conventional drugs such as taxanes and inhibitors of topoisomerase and proteasome. The SmCC cells were also sensitive to statins (eg, atorvastatin and pitavastatin). In summary, after confirming their representativeness and origin, we conclude that CR cells are a feasible platform for personalized drug sensitivity testing and might thus add to the approaches used to personalize BC treatment strategies. PATIENT SUMMARY: We investigated the conditional reprogramming method for generating patient-derived bladder cancer cell cultures and studied their feasibility for planning personalized treatment strategies.


Asunto(s)
Antineoplásicos/farmacología , Antineoplásicos/uso terapéutico , Técnicas de Reprogramación Celular , Células Tumorales Cultivadas/efectos de los fármacos , Neoplasias de la Vejiga Urinaria/tratamiento farmacológico , Ensayos de Selección de Medicamentos Antitumorales , Humanos , Medicina de Precisión , Neoplasias de la Vejiga Urinaria/patología
15.
Int J Cancer ; 144(6): 1356-1366, 2019 03 15.
Artículo en Inglés | MEDLINE | ID: mdl-30125350

RESUMEN

Renal cell cancer (RCC) has become a prototype example of the extensive intratumor heterogeneity and clonal evolution of human cancers. However, there is little direct evidence on how the genetic heterogeneity impacts on drug response profiles of the cancer cells. Our goal was to determine how genomic clonal evolution impacts drug responses. Finding from our study could help to define the challenge that clonal evolution poses on cancer therapy. We established multiple patient-derived cells (PDCs) from different tumor regions of four RCC patients, verified their clonal relationship to each other and to the uncultured tumor tissue by genome sequencing. Furthermore, comprehensive drug-sensitivity testing with 460 oncological drugs was performed on all PDC clones. The PDCs retained many cancer-specific copy number alterations and mutations in driver genes such as VHL, PBRM1, PIK3C2A, KMD5C and TSC2 genes. The drug testing highlighted vulnerability in the PDCs toward approved RCC drugs, such as the mTOR-inhibitor temsirolimus, but also novel sensitivities were uncovered. The individual PDC clones from different tumor regions in a patient showed distinct drug-response profiles, suggesting that genomic heterogeneity contributes to the variability in drug responses. Studies of multiple PDCs from a patient with cancer are informative for elucidating cancer heterogeneity and for the determination on how the genomic evolution is manifested in cancer drug responsiveness. This approach could facilitate tailoring of drugs and drug combinations to individual patients.


Asunto(s)
Antineoplásicos/farmacología , Carcinoma de Células Renales/tratamiento farmacológico , Evolución Clonal , Resistencia a Antineoplásicos/genética , Neoplasias Renales/tratamiento farmacológico , Células 3T3 , Adulto , Anciano , Animales , Antineoplásicos/uso terapéutico , Carcinoma de Células Renales/genética , Carcinoma de Células Renales/patología , Técnicas de Cocultivo , Variaciones en el Número de Copia de ADN , Ensayos de Selección de Medicamentos Antitumorales/métodos , Humanos , Neoplasias Renales/genética , Neoplasias Renales/patología , Masculino , Ratones , Persona de Mediana Edad , Mutación , Cultivo Primario de Células , Células Tumorales Cultivadas
16.
Methods Mol Biol ; 1888: 205-217, 2019.
Artículo en Inglés | MEDLINE | ID: mdl-30519949

RESUMEN

High-throughput drug sensitivity testing provides a powerful phenotypic profiling approach to identify effective drug candidates for individual cell lines or patient-derived samples. Here, we describe an experimental-computational pipeline, named target addiction scoring (TAS), which mathematically transforms the drug response profiles into target addiction signatures, and thereby provides a ranking of potential therapeutic targets according to their functional importance in a particular cancer sample. The TAS pipeline makes use of drug polypharmacology to integrate the drug sensitivity and selectivity profiles through systems-wide interconnection networks between drugs and their targets, including both primary protein targets as well as secondary off-targets. We show how the TAS pipeline enables one to identify not only single-target addictions but also combinatorial coaddictions among targets that often underlie synergistic drug combinations.


Asunto(s)
Antineoplásicos/farmacología , Biología Computacional/métodos , Resistencia a Antineoplásicos/efectos de los fármacos , Polifarmacología , Combinación de Medicamentos , Sinergismo Farmacológico , Humanos , Programas Informáticos
17.
Molecules ; 23(11)2018 Nov 07.
Artículo en Inglés | MEDLINE | ID: mdl-30405051

RESUMEN

A novel anti-cancer drug sensitivity testing (DST) approach was developed based on in vitro single-cell Raman spectrum intensity (RSI). Generally, the intensity of Raman spectra (RS) for a single living cell treated with drugs positively relates to the sensitivity of the cells to the drugs. In this study, five cancer cell lines (BGC 823, SGC 7901, MGC 803, AGS, and NCI-N87) were exposed to three cytotoxic compounds or to combinations of these compounds, and then they were evaluated for their responses with RSI. The results of RSI were consistent with conventional DST methods. The parametric correlation coefficient for the RSI and Methylthiazolyl tetrazolium assay (MTT) was 0.8558 ± 0.0850, and the coefficient of determination was calculated as R² = 0.9529 ± 0.0355 for fitting the dose⁻response curve. Moreover, RSI data for NCI-N87 cells treated by trastuzumab, everolimus (cytostatic), and these drugs in combination demonstrated that the RSI method was suitable for testing the sensitivity of cytostatic drugs. Furthermore, a heterogeneity coefficient H was introduced for quantitative characterization of the heterogeneity of cancer cells treated by drugs. The largest possible variance between RSs of cancer cells were quantitatively obtained using eigenvalues of principal component analysis (PCA). The ratio of H between resistant cells and sensitive cells was greater than 1.5, which suggested the H-value was effective to describe the heterogeneity of cancer cells. Briefly, the RSI method might be a powerful tool for simple and rapid detection of the sensitivity of tumor cells to anti-cancer drugs and the heterogeneity of their responses to these drugs.


Asunto(s)
Analgésicos/farmacología , Ensayos de Selección de Medicamentos Antitumorales/métodos , Análisis de la Célula Individual , Espectrometría Raman , Técnicas de Cultivo de Célula , Línea Celular Tumoral , Relación Dosis-Respuesta a Droga , Resistencia a Antineoplásicos , Humanos , Análisis de la Célula Individual/métodos , Espectrometría Raman/métodos
18.
Oncotarget ; 8(47): 82885-82896, 2017 Oct 10.
Artículo en Inglés | MEDLINE | ID: mdl-29137310

RESUMEN

The effect of chemotherapy may be improved by combining the most effective drugs based on testing the sensitivity of the individual tumor ex vivo. Such estimations of tumor cells from effusions have so far not been implemented in the clinical routine as a basis for individualized choice of therapy. One obstacle for such analyses is the admixture of benign cells that might obscure the results. In this paper we test and compare two ways of performing the analysis specifically on tumor cells. First we enrich the tumor cells, using antibody labeled magnetic separation, and measure the effects of subsequent drug exposure with the metabolic activity assays WST-1 and alamar blue. The second way of estimating drug effects specifically on tumor cells employs multi parameter flow cytometry, measuring apoptosis with the propidium iodide / AnnexinV technique and, particularly for pemetrexed, possible effects on cell cycle progression in immunologically identified tumor cells. The two techniques produce similar results, indicating a possible use in personalized medicine. The possible predictive role of the analysis remains to be shown.

19.
PeerJ ; 5: e3030, 2017.
Artículo en Inglés | MEDLINE | ID: mdl-28265509

RESUMEN

BACKGROUND: To find the best individual chemotherapy for cancer patients, the efficacy of different chemotherapeutic drugs can be predicted by pretesting tumor samples in vitro via the chemotherapy-resistance (CTR)-Test®. Although drug combinations are widely used among cancer therapy, so far only single drugs are tested by this and other tests. However, several first line chemotherapies are combining two or more chemotherapeutics, leading to the necessity of drug combination testing methods. METHODS: We established a system to measure and predict the efficacy of chemotherapeutic drug combinations with the help of the Loewe additivity concept in combination with the CTR-test. A combination is measured by using half of the monotherapy's concentration of both drugs simultaneously. With this method, the efficacy of a combination can also be calculated based on single drug measurements. RESULTS: The established system was tested on a data set of ovarian carcinoma samples using the combination carboplatin and paclitaxel and confirmed by using other tumor species and chemotherapeutics. Comparing the measured and the calculated values of the combination testings revealed a high correlation. Additionally, in 70% of the cases the measured and the calculated values lead to the same chemotherapeutic resistance category of the tumor. CONCLUSION: Our data suggest that the best drug combination consists of the most efficient single drugs and the worst drug combination of the least efficient single drugs. Our results showed that single measurements are sufficient to predict combinations in specific cases but there are exceptions in which it is necessary to measure combinations, which is possible with the presented system.

20.
Eur Urol ; 71(3): 319-327, 2017 03.
Artículo en Inglés | MEDLINE | ID: mdl-27160946

RESUMEN

BACKGROUND: Technology development to enable the culture of human prostate cancer (PCa) progenitor cells is required for the identification of new, potentially curative therapies for PCa. OBJECTIVE: We established and characterized patient-derived conditionally reprogrammed cells (CRCs) to assess their biological properties and to apply these to test the efficacies of drugs. DESIGN, SETTING, AND PARTICIPANTS: CRCs were established from seven patient samples with disease ranging from primary PCa to advanced castration-resistant PCa (CRPC). The CRCs were characterized by genomic, transcriptomic, protein expression, and drug profiling. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS: The phenotypic quantification of the CRCs was done based on immunostaining followed by image analysis with Advanced Cell Classifier using Random Forest supervised machine learning. Copy number aberrations (CNAs) were called from whole-exome sequencing and transcriptomics using in-house pipelines. Dose-response measurements were used to generate multiparameter drug sensitivity scores using R-statistical language. RESULTS AND LIMITATIONS: We generated six benign CRC cultures which all had an androgen receptor-negative, basal/transit-amplifying phenotype with few CNAs. In three-dimensional cell culture, these cells could re-express the androgen receptor. The CRCs from a CRPC patient (HUB.5) displayed multiple CNAs, many of which were shared with the parental tumor. We carried out high-throughput drug-response studies with 306 emerging and clinical cancer drugs. Using the benign CRCs as controls, we identified the Bcl-2 family inhibitor navitoclax as the most potent cancer-specific drug for the CRCs from a CRPC patient. Other drug efficacies included taxanes, mepacrine, and retinoids. CONCLUSIONS: Comprehensive cancer pharmacopeia-wide drug testing of CRCs from a CRPC patient highlighted both known and novel drug sensitivities in PCa, including navitoclax, which is currently being tested in clinical trials of CRPC. PATIENT SUMMARY: We describe an approach to generate patient-derived cancer cells from advanced prostate cancer and apply such cells to discover drugs that could be applied in clinical trials for castration-resistant prostate cancer.


Asunto(s)
Antineoplásicos/farmacología , Técnicas de Reprogramación Celular , Medicina de Precisión , Neoplasias de la Próstata Resistentes a la Castración/tratamiento farmacológico , Células Tumorales Cultivadas/efectos de los fármacos , Compuestos de Anilina/farmacología , Bexaroteno , Ensayos de Selección de Medicamentos Antitumorales , Ensayos Analíticos de Alto Rendimiento , Humanos , Calicreínas/metabolismo , Queratina-18/metabolismo , Queratina-5/metabolismo , Masculino , Compuestos Organoplatinos/farmacología , Oxaliplatino , Antígeno Prostático Específico/metabolismo , Neoplasias de la Próstata Resistentes a la Castración/metabolismo , Quinacrina/farmacología , Receptores Androgénicos/metabolismo , Sulfonamidas/farmacología , Tetrahidronaftalenos/farmacología , Tretinoina/farmacología
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