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1.
Clin Cancer Res ; 27(6): 1650-1662, 2021 03 15.
Article in English | MEDLINE | ID: mdl-33414135

ABSTRACT

PURPOSE: DNA damage repair (DDR) defects are common across cancer types and can indicate therapeutic vulnerability. Optimal exploitation of DDR defects in prostate cancer requires new diagnostic strategies and a better understanding of associated clinical genomic features. EXPERIMENTAL DESIGN: We performed targeted sequencing of 1,615 plasma cell-free DNA samples from 879 patients with metastatic prostate cancer. Depth-based copy-number calls and heterozygous SNP imbalance were leveraged to expose DDR-mutant allelic configuration and categorize mechanisms of biallelic loss. We used split-read structural variation analysis to characterize tumor suppressor rearrangements. Patient-matched archival primary tissue was analyzed identically. RESULTS: BRCA2, ATM, and CDK12 were the most frequently disrupted DDR genes in circulating tumor DNA (ctDNA), collectively mutated in 15% of evaluable cases. Biallelic gene disruption via second somatic alteration or mutant allele-specific imbalance was identified in 79% of patients. A further 2% exhibited homozygous BRCA2 deletions. Tumor suppressors TP53, RB1, and PTEN were controlled via disruptive chromosomal rearrangements in BRCA2-defective samples, but via oncogene amplification in context of CDK12 defects. TP53 mutations were rare in cases with ATM defects. DDR mutations were re-detected across 94% of serial ctDNA samples and in all available archival primary tissues, indicating they arose prior to metastatic progression. Loss of BRCA2 and CDK12, but not ATM, was associated with poor clinical outcomes. CONCLUSIONS: BRCA2, ATM, and CDK12 defects are each linked to distinct prostate cancer driver genomics and aggression. The consistency of DDR status in longitudinal samples and resolution of allelic status underscores the potential for ctDNA as a diagnostic tool.


Subject(s)
Ataxia Telangiectasia Mutated Proteins/genetics , BRCA2 Protein/genetics , Biomarkers, Tumor/genetics , Circulating Tumor DNA/genetics , Cyclin-Dependent Kinases/genetics , Mutation , Prostatic Neoplasms, Castration-Resistant/pathology , Aged , Aged, 80 and over , Ataxia Telangiectasia Mutated Proteins/blood , BRCA2 Protein/blood , Biomarkers, Tumor/blood , Circulating Tumor DNA/analysis , Combined Modality Therapy , Cyclin-Dependent Kinases/blood , DNA Repair , Follow-Up Studies , Gene Deletion , Gene Rearrangement , Genomics , Humans , Male , Middle Aged , PTEN Phosphohydrolase/blood , PTEN Phosphohydrolase/genetics , Prognosis , Prostatic Neoplasms, Castration-Resistant/blood , Prostatic Neoplasms, Castration-Resistant/classification , Prostatic Neoplasms, Castration-Resistant/genetics , Retrospective Studies , Survival Rate
2.
J Clin Pharmacol ; 60(7): 915-930, 2020 07.
Article in English | MEDLINE | ID: mdl-32080863

ABSTRACT

Abemaciclib, a selective inhibitor of cyclin-dependent kinases 4 and 6, is metabolized mainly by cytochrome P450 (CYP)3A4. Clinical studies were performed to assess the impact of strong inhibitor (clarithromycin) and inducer (rifampin) on the exposure of abemaciclib and active metabolites. A physiologically based pharmacokinetic (PBPK) model incorporating the metabolites was developed to predict the effect of other strong and moderate CYP3A4 inhibitors and inducers. Clarithromycin increased the area under the plasma concentration-time curve (AUC) of abemaciclib and potency-adjusted unbound active species 3.4-fold and 2.5-fold, respectively. Rifampin decreased corresponding exposures 95% and 77%, respectively. These changes influenced the fraction metabolized via CYP3A4 in the model. An absolute bioavailability study informed the hepatic and gastric availability. In vitro data and a human radiolabel study determined the fraction and rate of formation of the active metabolites as well as absorption-related parameters. The predicted AUC ratios of potency-adjusted unbound active species with rifampin and clarithromycin were within 0.7- and 1.25-fold of those observed. The PBPK model predicted 3.78- and 7.15-fold increases in the AUC of the potency-adjusted unbound active species with strong CYP3A4 inhibitors itraconazole and ketoconazole, respectively; and 1.62- and 2.37-fold increases with the concomitant use of moderate CYP3A4 inhibitors verapamil and diltiazem, respectively. The model predicted modafinil, bosentan, and efavirenz would decrease the AUC of the potency-adjusted unbound active species by 29%, 42%, and 52%, respectively. The current PBPK model, which considers changes in unbound potency-adjusted active species, can be used to inform dosing recommendations when abemaciclib is coadministered with CYP3A4 perpetrators.


Subject(s)
Aminopyridines/metabolism , Aminopyridines/pharmacokinetics , Benzimidazoles/metabolism , Benzimidazoles/pharmacokinetics , Cyclin-Dependent Kinases/metabolism , Cyclin-Dependent Kinases/pharmacokinetics , Cytochrome P-450 CYP3A Inducers/pharmacokinetics , Cytochrome P-450 CYP3A Inhibitors/pharmacokinetics , Administration, Oral , Adult , Aged , Alkynes/pharmacokinetics , Aminopyridines/administration & dosage , Aminopyridines/blood , Area Under Curve , Benzimidazoles/administration & dosage , Benzimidazoles/blood , Benzoxazines/pharmacokinetics , Bosentan/pharmacokinetics , Clarithromycin/administration & dosage , Clarithromycin/pharmacokinetics , Computer Simulation , Cyclin-Dependent Kinases/administration & dosage , Cyclin-Dependent Kinases/blood , Cyclopropanes/pharmacokinetics , Cytochrome P-450 CYP3A Inducers/administration & dosage , Cytochrome P-450 CYP3A Inhibitors/administration & dosage , Diltiazem/pharmacokinetics , Drug Interactions , Female , Healthy Volunteers , Humans , Itraconazole/pharmacokinetics , Ketoconazole/pharmacokinetics , Male , Middle Aged , Modafinil/pharmacokinetics , Models, Biological , Rifampin/administration & dosage , Rifampin/pharmacokinetics , Verapamil/pharmacokinetics
3.
Cancer Genomics Proteomics ; 17(1): 91-100, 2020.
Article in English | MEDLINE | ID: mdl-31882554

ABSTRACT

BACKGROUND/AIM: Circulating mRNA can be a useful source of cancer biomarkers. We took advantage of direct transcriptomic analysis in plasma RNA to identify novel mRNA markers for non-small cell lung cancer (NSCLC). PATIENTS AND METHODS: Plasma RNA from NSCLC patients and healthy individuals was profiled with cDNA-mediated annealing, selection, extension and ligation (DASL) microarrays. The microarray results were further validated in plasma RNA. RESULTS: Through RNA profiling and online database mining, four gene transcripts were filtered as candidate markers of NSCLC. After validation, the PCTAIRE-1 transcript was identified as a circulating mRNA marker. The diagnostic potential of PCTAIRE-1 was evaluated by receiver operating characteristic curve analysis, which gave a sensitivity and specificity of 60% and 85%, respectively. In addition, high plasma PCTK1 levels were also correlated with poor progression-free survival (p=0.008). CONCLUSION: Circulating mRNA can be profiled with the DASL assay. From the profile, PCTAIRE-1 RNA in the plasma we discovered as a novel diagnostic/prognostic biomarker and an indicator of poor survival in NSCLC patients.


Subject(s)
Biomarkers, Tumor/blood , Carcinoma, Non-Small-Cell Lung/diagnosis , Cyclin-Dependent Kinases/blood , Gene Expression Regulation, Neoplastic , Lung Neoplasms/diagnosis , RNA, Messenger/blood , Transcriptome , Adult , Aged , Aged, 80 and over , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Biomarkers, Tumor/genetics , Carcinoma, Non-Small-Cell Lung/blood , Carcinoma, Non-Small-Cell Lung/drug therapy , Carcinoma, Non-Small-Cell Lung/genetics , Case-Control Studies , Cyclin-Dependent Kinases/genetics , Female , Follow-Up Studies , Humans , Liquid Biopsy , Lung Neoplasms/blood , Lung Neoplasms/drug therapy , Lung Neoplasms/genetics , Male , Middle Aged , Prognosis , RNA, Messenger/genetics , ROC Curve , Survival Rate
4.
Chin J Traumatol ; 8(2): 67-73, 2005 Apr.
Article in English | MEDLINE | ID: mdl-15769302

ABSTRACT

OBJECTIVE: To monitor the systemic gene expression profile in a murine model of lipopolysaccharide-induced acute lung injury. METHODS: Acute lung injury was induced by intratracheal injection of lipopolysaccharide in 3 mice. Another 3 normal mice receiving same volume of normal saline were taken as the controls. The comprehensive gene expression profile was monitored by the recently modified long serial analysis of gene expression. RESULTS: A total of 24,670 tags representing 12,168 transcripts in the control mice and 26,378 tags representing 13,397 transcripts in the mice with lung injury were identified respectively. There were 11 transcripts increasing and 7 transcripts decreasing more than 10 folds in the lipopolysaccharide-treated mice. The most overexpressed genes in the mice with lung injury included serum amyloid A3, metallothionein 2, lipocalin 2, cyclin-dependent kinase inhibitor 1A, lactate dehydrogenase 1, melatonin receptor, S100 calcium-binding protein A9, natriuretic peptide precursor, etc. Mitogen activated protein kinase 3, serum albumin, complement component 1 inhibitor, and ATP synthase were underexpressed in the lung injury mice. CONCLUSIONS: Serial analysis of gene expression provides a molecular characteristic of acute lung injury.


Subject(s)
Gene Expression/genetics , Respiratory Distress Syndrome/genetics , Animals , Cyclin-Dependent Kinases/antagonists & inhibitors , Cyclin-Dependent Kinases/blood , DNA-Binding Proteins/blood , Disease Models, Animal , Gene Expression Profiling/methods , Lipopolysaccharides , Male , Metallothionein/blood , Mice , Mice, Inbred C57BL , Neoplasm Proteins/blood , Nuclear Proteins/blood , Nucleophosmin , Protein Folding , Reference Values , Respiratory Distress Syndrome/chemically induced , S100 Proteins/blood , Serum Amyloid A Protein/metabolism
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