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1.
J Kidney Cancer VHL ; 11(1): 41-48, 2024.
Article in English | MEDLINE | ID: mdl-38450000

ABSTRACT

Immunotherapy (IO) with or without targeted therapy (TT) is the standard treatment for patients with metastatic clear cell renal cell carcinoma (RCC). The evidence supporting their use in metastatic nonclear cell renal cell carcinoma (nccRCC) subtypes is based on small prospective trials and retrospective analyses. Here, we report survival outcomes for patients with metastatic nccRCC treated with IO and/or TT at the Princess Margaret Cancer Centre, Toronto, ON, Canada. Demographics, disease characteristics, and survival outcomes were collected retrospectively. Overall (OS), progression-free survival (PFS), and objective response rates (ORR) were calculated. We identified 69 patients with metastatic nccRCC treated with IO and/or TT as the first-line treatment, and 36 (52.1%) patients as the second-line treatment. Median OS of the first line IO recipients (n = 12) and non-IO recipients (n = 57) was not reached (NR) and 17.2 months (95% confidence interval (95% CI): 7.3-27.0; P = 0.23), respectively. Median PFS of first-line IO recipients and non-IO recipients was NR and 4.7 months (95% CI: 3.7-5.6; P = 0.019), respectively. The ORR of IO recipients versus non-IO recipients was 50% versus 12.3% (P = 0.007). Median OS of the second-line IO recipients (n = 8) and non-IO recipients (n = 28) was NR and 6.3 months (95% CI: 3.2-9.3; P = 0.003), respectively. Median PFS of second-line IO recipients and non-IO recipients was 4.8 months (95% CI: 2.7-6.8) and 2.8 months (95% CI: 1.8-3.7; P = 0.014), respectively. ORR of IO recipients and non-IO recipients was 37.5% and 3.5%, respectively; P = 0.028. While the number of patients included in our retrospective review was small, our analysis suggested that patients with nccRCC have improved survival outcomes with IO treatment. Validation of prospective dataset is required before widespread clinical utilization.

2.
Br J Cancer ; 129(4): 612-619, 2023 09.
Article in English | MEDLINE | ID: mdl-37419999

ABSTRACT

BACKGROUND: Patient perspectives are fundamental to defining tolerability of investigational anti-neoplastic therapies in clinical trials. Phase I trials present a unique challenge in designing tools for efficiently collecting patient-reported outcomes (PROs) given the difficulty of anticipating adverse events of relevance. However, phase I trials also offer an opportunity for investigators to optimize drug dosing based on tolerability for future larger-scale trials and in eventual clinical practice. Existing tools for comprehensively capturing PROs are generally cumbersome and are not routinely used in phase I trials. METHODS: Here, we describe the creation of a tailored survey based on the National Cancer Institute's PRO-CTCAE for collecting patients' perspectives on symptomatic adverse events in phase I trials in oncology. RESULTS: We describe our stepwise approach to condensing the original 78-symptom library into a modified 30 term core list of symptoms which can be efficiently applied. We further show that our tailored survey aligns with phase I trialists' perspectives on symptoms of relevance. CONCLUSIONS: This tailored survey represents the first PRO tool developed specifically for assessing tolerability in the phase I oncology population. We provide recommendations for future work aimed at integrating this survey into clinical practice.


Subject(s)
Antineoplastic Agents , Neoplasms , Humans , Antineoplastic Agents/adverse effects , Medical Oncology , Neoplasms/epidemiology , Patient Reported Outcome Measures , Surveys and Questionnaires , Clinical Trials, Phase I as Topic
3.
Radiol Oncol ; 57(2): 220-228, 2023 06 01.
Article in English | MEDLINE | ID: mdl-37341201

ABSTRACT

BACKGROUND: The aim of the study was to evaluate the independent prognostic role of PIK3CA activating mutations and an association between PIK3CA activating mutations and efficacy of adjuvant endocrine therapy (ET) in patients with operable invasive lobular carcinoma (ILC). PATIENTS AND METHODS: A single institution study of patients with early-stage ILC treated between 2003 and 2008 was performed. Clinicopathological parameters, systemic therapy exposure and outcomes (distant metastasis-free survival [DMFS] and overall survival [OS]) were collected based on presence or absence of PIK3CA activating mutation in the primary tumor determined using a quantitative polymerase chain reaction (PCR)-based assay. An association between PIK3CA mutation status and prognosis in all patient cohort was analyzed by Kaplan-Meier survival analysis, whereas an association between PIK3CA mutation and ET was analyzed in estrogen receptors (ER) and/or progesterone receptors (PR)-positive group of our patients by the Cox proportional hazards model. RESULTS: Median age at diagnosis of all patients was 62.8 years and median follow-up time was 10.8 years. Among 365 patients, PIK3CA activating mutations were identified in 45%. PIK3CA activating mutations were not associated with differential DMFS and OS (p = 0.36 and p = 0.42, respectively). In patients with PIK3CA mutation each year of tamoxifen (TAM) or aromatase inhibitor (AI) decreased the risk of death by 27% and 21% in comparison to no ET, respectively. The type and duration of ET did not have significant impact on DMFS, however longer duration of ET had a favourable impact on OS. CONCLUSIONS: PIK3CA activating mutations are not associated with an impact on DMFS and OS in early-stage ILC. Patients with PIK3CA mutation had a statistically significantly decreased risk of death irrespective of whether they received TAM or an AI.


Subject(s)
Breast Neoplasms , Humans , Female , Combined Modality Therapy , Breast Neoplasms/drug therapy , Breast Neoplasms/genetics , Tamoxifen , Class I Phosphatidylinositol 3-Kinases/genetics , Mutation
4.
Br J Cancer ; 127(9): 1629-1635, 2022 11.
Article in English | MEDLINE | ID: mdl-36008705

ABSTRACT

BACKGROUND: Adverse event (AE) reporting in early-phase clinical trials is essential in determining the tolerability of experimental anticancer therapies. The patient-reported outcome version of the CTCAE (PRO-CTCAE) evaluates AE components such as severity and interference in daily life. The aim of this study was to correlate the grade of clinician-reported AEs with patients' reported experience of these toxicities using PRO-CTCAE. METHODS: Patients with advanced solid tumours enrolled on Phase I clinical trials were surveyed using the PRO-CTCAE. Symptomatic AEs were recorded by physicians using the CTCAE. A logistic regression model was used to assess associations between CTCAE grade and PRO responses. RESULTS: Of 219 evaluable patients, 81 experienced a high-grade (3/4) clinician-reported symptom, and of these, only 32 (40%) and 26 (32%) patients concordantly reported these as either severe or very severe, and interfering with daily life either 'quite a bit' or 'very much', respectively. Of the 137 patients who experienced a low-grade (1/2) clinician-reported AE as their worst symptom, 98 (72%) and 118 (86%) patients concordantly reported these as either mild-moderate severity and minimally interfering with daily life, respectively. There was a statistically significant association between clinician-reported AE grade and interference. Interference scores were also associated with dose reductions. CONCLUSION: This is the first study to explore patient-reported severity and interference from symptomatic toxicities and compare clinician grading of the same toxicities. The study provided further evidence to support the added value of the PRO-CTCAE in Phase I oncology trials, which would make AE reporting patient-centred. Further work is needed to determine how this would affect the assessment of tolerability.


Subject(s)
Neoplasms , Patient Reported Outcome Measures , Humans , Neoplasms/drug therapy , Medical Oncology , Surveys and Questionnaires , Therapies, Investigational
5.
Nat Commun ; 13(1): 3607, 2022 06 24.
Article in English | MEDLINE | ID: mdl-35750695

ABSTRACT

CX-5461 is a G-quadruplex stabilizer that exhibits synthetic lethality in homologous recombination-deficient models. In this multicentre phase I trial in patients with solid tumors, 40 patients are treated across 10 dose levels (50-650 mg/m2) to determine the recommended phase II dose (primary outcome), and evaluate safety, tolerability, pharmacokinetics (secondary outcomes). Defective homologous recombination is explored as a predictive biomarker of response. CX-5461 is generally well tolerated, with a recommended phase II dose of 475 mg/m2 days 1, 8 and 15 every 4 weeks, and dose limiting phototoxicity. Responses are observed in 14% of patients, primarily in patients with defective homologous recombination. Reversion mutations in PALB2 and BRCA2 are detected on progression following initial response in germline carriers, confirming the underlying synthetic lethal mechanism. In vitro characterization of UV sensitization shows this toxicity is related to the CX-5461 chemotype, independent of G-quadruplex synthetic lethality. These results establish clinical proof-of-concept for this G-quadruplex stabilizer. Clinicaltrials.gov NCT02719977.


Subject(s)
Neoplasms , Benzothiazoles/therapeutic use , DNA , Humans , Naphthyridines/therapeutic use , Neoplasms/drug therapy , Neoplasms/genetics , Neoplasms/pathology
6.
Ther Adv Med Oncol ; 14: 17588359221094879, 2022.
Article in English | MEDLINE | ID: mdl-35520101

ABSTRACT

Background: In metastatic urothelial cancer (mUC), bone metastasis (BM) are associated with significant morbidity and mortality, yet their role as an independent prognostic variable remains unclear. We aimed to determine the impact of BM on overall survival (OS) in patients with mUC treated with first-line platinum-based chemotherapy (PBC). Methods: mUC patients receiving PBC at the Princess Margaret Cancer Center, Tom Baker Cancer Center, or Cross Cancer Institute from January 2005 to January 2018 were identified retrospectively using central pharmacy database records. Patient disease, treatment, and response characteristics were collected. Progression-free survival (PFS) and OS were estimated using the Kaplan-Meier method. Variables reaching significance (p < 0.05) in univariable analysis (UVA) of survival (OS) were included in multivariable analysis (MVA) (Cox). Results: Overall, 376 patients with a median follow-up of 16.8 (range: 2.2-218.3) months were included. Median age was 67 (range: 28-91) years, 76% were male, 63% had an Eastern Cooperative Oncology Group performance status (ECOG PS) of 0-1, and 41% had BM. All patients received first-line PBC. Patients with BM had inferior median PFS (4.9 months (95% CI 3.6-6.2) versus 6.5 months (95% CI 5.4-7.6), p = 0.03) and median OS (8.8 months (95% CI 7.8-9.7) versus 10.8 months (95% CI 9.1-12.5), p = 0.002). In UVA, ECOG PS 2-3 (p < 0.001), presence of BM (p = 0.002), and WBC count ⩾ 11,000 cells/mm3 (p = 0.001) were associated with inferior survival. Prior cystectomy (p < 0.001) and lack of progression (stable disease, partial or complete response) on treatment was associated with improved OS (p < 0.001). These variables maintained significance in MVA. Conclusion: In this retrospective study, mUC patients with BM had worse OS suggesting that BM may be an independent negative prognostic factor and including BM as a stratification factor in future mUC clinical trial designs may be warranted. A greater focus must be placed on novel therapeutic strategies to better manage BM to reduce both morbidity and mortality.

7.
PLoS One ; 16(12): e0259272, 2021.
Article in English | MEDLINE | ID: mdl-34851968

ABSTRACT

BACKGROUND: Non-schistosomiasis related-squamous cell carcinoma of urinary bladder (NSR-SCCUB) is a rare tumor subtype distinct from urothelial carcinoma (UC). Studies assessing molecular biomarkers in bladder cancer have generally focused on UC, and genomic data of NSR-SCCUB is limited. We aim to provide additional insight into the molecular underpinnings of this rare entity. METHODS: NSR-SCCUB patients were identified retrospectively at Princess Margaret Cancer Centre between 2002 and 2017. Demographics, disease characteristics, therapeutic approaches, and outcomes were collected. Tissue samples were interrogated using the Oncomine Comprehensive Assay v3 (ThermoFisher). Kaplan-Meier method was used to estimate the disease-free survival and overall survival (OS). RESULTS: Overall, 11 patients with NSR-SCCUB were identified between 2002 and 2017 with adequate tissue samples. Median age was 71 years (45-86), predominantly male (63.6%). At time of diagnosis, 9 patients (81.8%) had muscle-invasive disease, 1 (9.1%) had non-muscle invasive, and 1 (9.1%) had advanced disease. Nine (81.8%) patients had radical cystectomy and pelvic lymph nodes dissection. Eight (72.7%) patients had pT3 or pT4 with N0, and 5 (45.5%) were grade 3. Median OS was 12.5 months (95% CI 7.7-17.2 months). Single nucleotide variants or insertion/deletions were identified in TP53, TERT, PIK3CA, PTEN, CREBBP, FBXW7, and FGFR3. Amplifications were found in CCND1, and EGFR. CONCLUSIONS: NSR-SCCUB has potentially actionable genomic alterations with anticancer agents and many of these aberrations are also seen in UC. The recruitment of NSR-SCCUB patients harboring such mutations should be considered in biomarker driven urinary bladder cancer studies.


Subject(s)
Carcinoma, Squamous Cell/genetics , Mutation , Urinary Bladder Neoplasms/genetics , Aged , Aged, 80 and over , Biomarkers, Tumor/genetics , CREB-Binding Protein/genetics , Carcinoma, Squamous Cell/pathology , Class I Phosphatidylinositol 3-Kinases/genetics , Cyclin D1/genetics , ErbB Receptors/genetics , F-Box-WD Repeat-Containing Protein 7/genetics , Female , Humans , Male , Middle Aged , PTEN Phosphohydrolase/genetics , Receptor, Fibroblast Growth Factor, Type 3/genetics , Telomerase/genetics , Tumor Suppressor Protein p53/genetics , Urinary Bladder Neoplasms/pathology
8.
Sci Rep ; 11(1): 10843, 2021 05 25.
Article in English | MEDLINE | ID: mdl-34035370

ABSTRACT

Data suggest that for newly approved cancer drugs safety and tolerability are worse than in control arms of registration trials. Less is known about the balance between efficacy and toxicity of drugs studied in unselected phase 3 randomized controlled trials (RCTs) including those not resulting in regulatory approval. We searched Clinicaltrials.gov to identify phase 3 RCTs in patients with advanced breast, colorectal, lung, or prostate cancer completed between January 2005 and October 2016. We extracted efficacy and safety data from publications. For efficacy hazard ratios (HRs) for progression-free survival (PFS) and overall survival (OS) were extracted. For safety, we computed odds ratios (ORs) and 95% confidence intervals (CIs) for toxic death, treatment discontinuation without progression and commonly reported grade 3/4 adverse events (AEs). Data were then pooled in a meta-analysis. Of 377 RCTs identified initially, 143 RCTs comprising 88,603 patients were included in the analysis. Of these, 79 (57%) trials met their primary endpoint. Compared to control groups, both PFS (HR 0.80; 95% CI 0.78-0.82) and OS (HR 0.87; 95% CI 0.85-0.89) were improved with experimental drugs. Toxic death (OR 1.14; 95% CI 1.03-1.27), treatment discontinuation without progression (OR 1.64; 95% CI 1.56-1.71) and grade 3/4 AEs were also more common with experimental drugs compared to respective control group therapy. Just over half of phase 3 RCTs in common solid tumors met their primary endpoint and in nearly half, experimental therapy had worse safety compared to control arms.


Subject(s)
Antineoplastic Agents/therapeutic use , Neoplasms/drug therapy , Antineoplastic Agents/adverse effects , Clinical Trials, Phase III as Topic , Female , Humans , Male , Odds Ratio , Randomized Controlled Trials as Topic , Survival Analysis , Treatment Outcome
9.
J Natl Cancer Inst ; 113(8): 980-988, 2021 08 02.
Article in English | MEDLINE | ID: mdl-33616650

ABSTRACT

BACKGROUND: Clinician reporting of symptomatic adverse events (AEs) in phase I trials uses the Common Terminology Criteria for Adverse Events (CTCAE). The utility of the patient-reported outcomes (PROs) version of the CTCAE (PRO-CTCAE) in this setting is unknown. This prospective, observational study compared patient- and clinician-reported symptomatic AEs in phase I patients. METHODS: Phase I study-eligible patients at Princess Margaret were surveyed with the PRO-CTCAE full-item library (78 symptomatic AEs) at baseline (BL), mid-cycle 1, and mid-cycle 2 (C2). Patient and trial characteristics, best response, and survival data were collected. Presence or absence of patient- (PRO-CTCAE) or clinician-reported symptomatic AEs were compared (kappa) at defined timepoints and overall (BL+ mid-cycle 1 + C2). RESULTS: Of 292 patients approached from May 2017 to January 2019, a total of 265 (90.8%) were consented, with 243 (91.7%) evaluable and 552 PRO-CTCAE surveys (completion rate = 98.7%) included in analyses. Evaluation of overall patient-reported symptomatic AEs identified 50 PRO-CTCAE and 11 CTCAE items with 10% or greater reporting frequency. Nineteen CTCAE items were reported as 1% or less despite matched PRO-CTCAE items reporting as 10% or greater. Underreported categories included sexual health, bodily emissions, and cognition. Clinician- relative to patient-reporting frequency (ratio) demonstrated 9 symptomatic AEs with a 50-fold or more lower clinician reporting rate. Overall patient-clinician agreement for individual symptomatic AEs ranged from poor (κ = 0.00-0.19) to moderate (κ = 0.40-0.59), with discordance driven by lack of clinician reporting. Dyspnea (κ = 0.54) and peripheral neuropathy (κ = 0.63) at BL and limb edema (κ = 0.55) at C2 demonstrated the highest patient-clinician agreement. CONCLUSIONS: Poor to moderate patient-clinician agreement for symptomatic AEs suggests clinician underreporting in phase I trials. Analyses of severity and interference PRO categories are ongoing.


Subject(s)
Antineoplastic Agents , Neoplasms , Patient Reported Outcome Measures , Antineoplastic Agents/adverse effects , Clinical Trials, Phase I as Topic , Cognition , Humans , Neoplasms/drug therapy , Prospective Studies , Surveys and Questionnaires
10.
Cancer Med ; 9(24): 9282-9292, 2020 12.
Article in English | MEDLINE | ID: mdl-33063945

ABSTRACT

Non-osteogenic, non-Ewing soft-tissue sarcoma (NONE-STS) of bone is a rare presentation of primary bone cancers. Optimal treatments and outcomes for this heterogenous group are poorly described. We evaluated the factors associated with long-term outcomes in patients with this disease. Patients with localized NONE-STS of bone treated at the Toronto Sarcoma Program from 1987 to 2017 were identified. Clinical characteristics, treatment, and survival information were collected. Kaplan-Meier (log-rank) survival estimates from the time of definitive surgery, with uni-/multivariate analyses (Cox) of sarcoma-specific survival were performed. A total of 106 patients (60.4% male; median age 46 years) with NONE-STS of bone were identified. Common histologies included undifferentiated pleomorphic sarcoma [UPS]/malignant fibrous histiocytoma [MFH] (UPS/MFH, 41.5%), leiomyosarcoma (LMS, 20.8%), and fibrosarcoma (FS, 11.3%). Tumors were often high grade (59.4%) and involved the extremities (88.7%), with most receiving chemotherapy (67.9%) with cisplatin/doxorubicin-based regimens (73.6%). In the full cohort, 10-year DFS (45.7%, [95%CI: 35.7-55.8%]), OS (53.4%, [95%CI: 41.7-62.2%]), and SSS (63.9%, [95%CI: 53.9-72.5%]) were moderate. Histology specific, 10-year SSS was 70.7% [95%CI: 56.1-85.5%] for UPS/MFH, 51.8% [95%CI: 29.8-73.8%] for LMS, and 72.2% [95%CI: 45.1-99.2%] for FS. Only UPS/MFH (n = 4) showed sarcoma-related death >10 years. Multivariate analysis identified axial location (HR = 35.5, [95%CI: 3.4-369.6]), high grade (HR = 16.9, [95%CI: 1.6-185.1]), and disease relapse (HR = 485.1, [95%CI: 36.3-6482.6]) as risk factors for death (p < 0.05). Treatment with chemotherapy (HR = 0.1, [95%CI: 0.01-0.86]) and necrosis ≥85% (HR = 0.2, [95%CI: 0.04-0.99]) showed improved survival (p < 0.05). NONE-STS of bone has favorable long-term survival similar to osteosarcoma. Patients receiving chemotherapy derive benefit in retrospective analyses. UPS/MFH histologies show sarcoma-related death beyond 10 years. Further data on histologic subgroups are needed.


Subject(s)
Bone Neoplasms/mortality , Bone Neoplasms/therapy , Osteosarcoma/mortality , Osteosarcoma/therapy , Adolescent , Adult , Aged , Aged, 80 and over , Bone Neoplasms/pathology , Canada/epidemiology , Combined Modality Therapy , Databases, Factual , Female , Humans , Male , Middle Aged , Neoplasm Grading , Osteosarcoma/pathology , Retrospective Studies , Risk Factors , Survival Rate , Treatment Outcome , Young Adult
11.
Br J Cancer ; 121(4): 318-324, 2019 08.
Article in English | MEDLINE | ID: mdl-31303643

ABSTRACT

BACKGROUND: CFI-400945 is a first-in-class oral inhibitor of polo-like kinase 4 (PLK4) that regulates centriole duplication. Primary objectives of this first-in-human phase 1 trial were to establish the safety and tolerability of CFI-400945 in patients with advanced solid tumours. Secondary objectives included pharmacokinetics, pharmacodynamics, efficacy, and recommended phase 2 dose (RP2D). METHODS: Continuous daily oral dosing of CFI-400945 was evaluated using a 3+3 design guided by incidence of dose-limiting toxicities (DLTs) in the first 28-day cycle. Safety was assessed by CTCAE v4.0. ORR and CBR were evaluated using RECIST v1.1. RESULTS: Forty-three patients were treated in dose escalation from 3 to 96 mg/day, and 9 were treated in 64 mg dose expansion. After DLT occurred at 96 and 72 mg, 64 mg was established as the RP2D. Neutropenia was a common high-grade (19%) treatment-related adverse event at ≥ 64 mg. Half-life of CFI-400945 was 9 h, with Cmax achieved 2-4 h following dosing. One PR (45 cycles, ongoing) and two SD ≥ 6 months were observed (ORR = 2%; CBR = 6%). CONCLUSIONS: CFI-400945 is well tolerated at 64 mg with dose-dependent neutropenia. Favourable pharmacokinetic profiles were achieved with daily dosing. Response rates were low without biomarker pre-selection. Disease-specific and combination studies are ongoing. TRIAL REGISTRATION: Clinical Trials Registration Number - NCT01954316 (Oct 1st, 2013).


Subject(s)
Antineoplastic Agents/adverse effects , Indazoles/adverse effects , Indoles/adverse effects , Neoplasms/drug therapy , Protein Serine-Threonine Kinases/antagonists & inhibitors , Adult , Aged , Dose-Response Relationship, Drug , Female , Humans , Indazoles/pharmacokinetics , Indoles/pharmacokinetics , Male , Middle Aged , Neutropenia/chemically induced
12.
Pharmacogenet Genomics ; 19(6): 477-88, 2009 Jun.
Article in English | MEDLINE | ID: mdl-19440163

ABSTRACT

OBJECTIVES: Recent studies suggest that tumor cells overexpressing aldoketoreductases (AKRs) exhibit increased resistance to DNA damaging agents such as anthracyclines. AKRs may induce resistance to the anthracycline doxorubicin by catalyzing its conversion to the less toxic 13-hydroxy metabolite doxorubicinol. However, it has not been established whether during selection for anthracycline resistance, AKR overexpression in tumor cells can be correlated with the onset or magnitude of drug resistance and with appreciable conversion of anthracyclines to 13-hydroxy metabolites. METHODS AND FINDINGS: Through microarray and quantitative polymerase chain reaction studies involving rigid selection criteria and both correlative discriminate statistics and time-course models, we have identified several genes whose expression can be correlated with the onset and/or magnitude of anthracycline resistance, including AKR1C2 and AKR1C3. Also associated with the onset or magnitude of anthracycline resistance were genes involved in drug transport (ABCB1, ABCC1), cell signaling and transcription (RDC1, CXCR4), cell proliferation or apoptosis (BMP7, CAV1), protection from reactive oxygen species (AKR1C2, AKR1C3, FTL, FTH, TXNRD1, MT2A), and structural or immune system proteins (IFI30, STMN1). As expected, doxorubicin-resistant and epirubicin-resistant cells exhibited higher levels of doxorubicinol than wild-type cells, although at insufficient levels to account for significant drug resistance. Nevertheless, an inhibitor of Akr1c2 (5beta-cholanic acid) almost completely restored sensitivity to doxorubicin in ABCB1-deficient doxorubicin-resistant cells, while having no effect on ABCB1-expressing epirubicin-resistant cells. CONCLUSION: Taken together, we show for the first time that a variety of genes (particularly redox genes such as AKR1C2 and AKR1C3) can be temporally and causally correlated with the acquisition of anthracycline resistance in breast tumor cells.


Subject(s)
Antibiotics, Antineoplastic/pharmacology , Doxorubicin/pharmacology , Hydroxysteroid Dehydrogenases/genetics , 3-Hydroxysteroid Dehydrogenases/genetics , Aldo-Keto Reductase Family 1 Member C3 , Breast Neoplasms/drug therapy , Breast Neoplasms/metabolism , Cell Line, Tumor , Drug Resistance, Neoplasm/genetics , Enzyme Inhibitors , Female , Gene Expression Regulation, Neoplastic , Humans , Hydroxyprostaglandin Dehydrogenases/genetics , Hydroxysteroid Dehydrogenases/antagonists & inhibitors , Oligonucleotide Array Sequence Analysis
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