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1.
Pancreas ; 53(2): e180-e186, 2024 Feb 01.
Article in English | MEDLINE | ID: mdl-38194643

ABSTRACT

OBJECTIVE: The aim of the study is to assess the relationship between magnetic resonance imaging (MRI)-based estimation of pancreatic fat and histology-based measurement of pancreatic composition. MATERIALS AND METHODS: In this retrospective study, MRI was used to noninvasively estimate pancreatic fat content in preoperative images from high-risk individuals and disease controls having normal pancreata. A deep learning algorithm was used to label 11 tissue components at micron resolution in subsequent pancreatectomy histology. A linear model was used to determine correlation between histologic tissue composition and MRI fat estimation. RESULTS: Twenty-seven patients (mean age 64.0 ± 12.0 years [standard deviation], 15 women) were evaluated. The fat content measured by MRI ranged from 0% to 36.9%. Intrapancreatic histologic tissue fat content ranged from 0.8% to 38.3%. MRI pancreatic fat estimation positively correlated with microanatomical composition of fat (r = 0.90, 0.83 to 0.95], P < 0.001); as well as with pancreatic cancer precursor ( r = 0.65, P < 0.001); and collagen ( r = 0.46, P < 0.001) content, and negatively correlated with pancreatic acinar ( r = -0.85, P < 0.001) content. CONCLUSIONS: Pancreatic fat content, measurable by MRI, correlates to acinar content, stromal content (fibrosis), and presence of neoplastic precursors of cancer.


Subject(s)
Adipose Tissue , Magnetic Resonance Imaging , Pancreas, Exocrine , Aged , Female , Humans , Middle Aged , Adipose Tissue/diagnostic imaging , Magnetic Resonance Imaging/methods , Pancreas/diagnostic imaging , Pancreas/pathology , Pancreas, Exocrine/diagnostic imaging , Pancreatic Neoplasms/pathology , Retrospective Studies
2.
Clin Drug Investig ; 43(3): 185-196, 2023 Mar.
Article in English | MEDLINE | ID: mdl-36840815

ABSTRACT

BACKGROUND AND OBJECTIVE: Data on real-world healthcare costs for ixekizumab (IXE) and secukinumab (SEC) in biologic-experienced patients with psoriasis are limited. This study compared real-world costs and healthcare resource utilization between IXE and SEC in biologic-experienced patients with psoriasis over an 18-month follow-up period in the USA. METHODS: Adult patients with a diagnosis of psoriasis between 1 March, 2015 and 31 October, 2019 were identified using health insurance claims data from IBM Watson Health MarketScan®. The index date was the date of the first IXE or SEC claim. Biologic-experienced patients with one or more pre-period claims for biologic drugs were identified. Inverse probability of treatment weighting was used to reduce cohort imbalances. All-cause and psoriasis-related direct healthcare costs along with index drug costs were estimated during the follow-up and reported as per patient per month. Discount factors published by the Institute for Clinical and Economic Review were applied to psoriasis-related biologics to adjust pharmacy costs. RESULTS: A total of 411 IXE and 780 SEC users were included. After weighting, all-cause inpatient admissions were similar between IXE (9.5%) and SEC users (10.3%). Weighted, mean ± standard deviation per patient per month all-cause healthcare costs were higher in IXE users ($6670 ± $2910) than in SEC users ($6239 ± $3903; p = 0.049). Psoriasis-related and monthly index drug costs were higher in IXE users ($5609 ± $2009; p < 0.001 and $4688 ± $1994; p < 0.001, respectively) than in SEC users ($5095 ± $2291 and $3853 ± $1977, respectively). After Institute for Clinical and Economic Review adjustment, mean per patient per month all-cause ($4363 ± $2576 vs $4398 ± $3517) and psoriasis-related costs ($3302 ± $1264 vs $3253 ± $1504) were similar between the groups. Institute for Clinical and Economic Review- and adherence-adjusted mean per patient per month index drug costs were similar between IXE and SEC users (p = 0.339). CONCLUSIONS: Institute for Clinical and Economic Review-adjusted all-cause and psoriasis-related costs were comparable between IXE and SEC users among biologic-experienced patients over an 18-month follow-up period.


Subject(s)
Biological Products , Psoriasis , Adult , Humans , United States , Retrospective Studies , Psoriasis/drug therapy , Health Care Costs , Comorbidity , Biological Products/therapeutic use
3.
J Med Econ ; 25(1): 741-749, 2022.
Article in English | MEDLINE | ID: mdl-35615978

ABSTRACT

AIMS: To compare long-term healthcare resource utilization (HCRU) and costs among patients who initiated ixekizumab (IXE) or adalimumab (ADA) for treatment of psoriasis in the United States. METHODS: Adult patients with psoriasis who had ≥1 claim for IXE or ADA were identified from IBM MarketScan claims databases prior to the COVID-19 pandemic (1 March 2016-31 October 2019). The index date was the date of first claim for the index drug of interest. Inverse probability of treatment weighting was employed to balance treatment cohorts. All-cause and psoriasis-related HCRU and costs were examined for 24 months of follow-up. Costs were reported as per patient per month. Costs of psoriasis-related biologics were adjusted using published Institute for Clinical and Economic Review (ICER) discount factors. Index drug costs were adjusted for adherence and ICER discount rates. RESULTS: The analyses included 407 IXE and 2,702 ADA users. IXE users had significantly higher inpatient admission rate (all-cause HCRU: 14.9% vs. 11.0%; p =0.012) and greater mean length of stay per admission (days, 6.6 vs. 4.1; p =0.004) than ADA users. ICER-adjusted costs were significantly higher in IXE than ADA users (all-cause costs: $4,132 vs. $3,610; p <0.001; psoriasis-related costs $3,077 vs. $2,700; p <0.001). After adjusting for ICER and adherence, IXE and ADA drug costs were comparable ($3,636 vs. $3,677; p =0.714). LIMITATIONS: Study relied on administrative claims data, subjected to data coding limitations and data entry errors. Rebates, patient assistance programs, and commission to wholesalers are not always captured in claims. Adjustment made by ICER discount factors may lead to double-discounting if the discounts have been applied in claim payments. CONCLUSIONS: All-cause HCRU was higher in IXE than ADA users. Healthcare costs were also higher in IXE than ADA users after ICER adjustment, over 24 months. Cost differences were largely driven by higher treatment adherence associated with IXE. Index drug costs were comparable after ICER and adherence adjustments.


Subject(s)
Antirheumatic Agents , COVID-19 , Psoriasis , Adalimumab/therapeutic use , Adult , Antibodies, Monoclonal, Humanized , Antirheumatic Agents/therapeutic use , Drug Costs , Follow-Up Studies , Health Care Costs , Humans , Pandemics , Psoriasis/drug therapy , Retrospective Studies , United States
4.
J Drugs Dermatol ; 21(4): 399-407, 2022 Apr 01.
Article in English | MEDLINE | ID: mdl-35389589

ABSTRACT

BACKGROUND: There is a paucity of long-term real-world evidence comparing the effectiveness of ixekizumab (IXE) and adalimumab (ADA). We compared real-world treatment patterns of IXE-treated and ADA-treated patients with psoriasis over 24 months in the United States. METHODS: A retrospective observational study was conducted using IBM Watson Health MarketScan® databases. Adult patients with psoriasis having ≥1 claim for IXE or ADA from March 1, 2016 – October 31, 2019 were identified. Inverse probability of treatment weighting (IPTW) was used to address cohort imbalances. Cox proportional hazards models were used to estimate the risks of non-persistence, discontinuation, and switching. Logistic regression was used to estimate odds of high adherence. Persistence, adherence, discontinuation, reinitiation, and dosing and switching rates were also analyzed. RESULTS: The final cohorts comprised 475 IXE users and 3159 ADA users over 24 months. IXE users demonstrated higher adherence (36.3% vs 28.8%; P<0.001) and persistence rates (35.2% vs 28.8%; P=0.004), and a lower discontinuation rate (59.1% vs 65.3%; P=0.007) compared to ADA users. IXE users had a higher likelihood of being treatment-adherent compared to ADA users (OR=1.52, 95% CI: 1.24–1.87), a lower risk of non-persistence (HR=0.84, 95% CI: 0.75–0.95), and a lower risk of discontinuation (HR=0.83, 95% CI: 0.74–0.94), respectively. Switching rates were similar in both groups (31.2% vs 30.0%; P=0.608). CONCLUSION: IXE users had better treatment adherence and persistence, and a lower risk of discontinuation compared to ADA users over 24 months. There was no difference in the risk of switching between IXE and ADA. J Drugs Dermatol. 2022;21(4):399-407. doi:10.36849/JDD.6336.


Subject(s)
Antirheumatic Agents , Psoriasis , Adalimumab/therapeutic use , Adult , Antibodies, Monoclonal, Humanized/therapeutic use , Humans , Psoriasis/diagnosis , Psoriasis/drug therapy , Retrospective Studies , United States/epidemiology
5.
J Manag Care Spec Pharm ; 28(2): 206-217, 2022 Feb.
Article in English | MEDLINE | ID: mdl-35098751

ABSTRACT

BACKGROUND: Biologic and targeted synthetic disease-modifying antirheumatic drug (tsDMARD) therapies are used in management of psoriatic arthritis (PsA). Although previous studies have demonstrated that rates of adherence, persistence, discontinuation, and switching, as well as health care costs, are variable among treatments, limited published data exist on more recently approved therapies. OBJECTIVE: To describe adherence, persistence, discontinuation, reinitiation, switching, dosing patterns, and health care costs among PsA patients treated with biologics and tsDMARDs. METHODS: This was a real-world, retrospective administrative claims study. Adult PsA patients with at least 1 claim for an approved PsA biologic (adalimumab, certolizumab, etanercept, golimumab, infliximab, secukinumab, or ustekinumab) or tsDMARD (apremilast or tofacitinib) between January 1, 2015, and June 30, 2019, were selected from the IBM MarketScan administrative claims databases. The first claim for one of the study treatments determined the index date and drug cohort. Patients were required to be continuously enrolled in their health plans for 12 months before and after the index date and to have at least 1 claim with a diagnosis of PsA in the 12 months before or on the index date. Adherence (measured by proportion of days covered [PDC] and medication possession ratio [MPR]), persistence (< 60-day gap in treatment), discontinuation (> 90-day gap), reinitiation of index drug, switching, and dosing patterns for each index drug were assessed during the 12-month follow-up period. Health care costs were reported per patient per month (PPPM) during the 12-month follow-up and assessed after adjusting PsA treatment costs by the Institute for Clinical and Economic Review discount factors to account for discounts and rebates not usually reflected in claims data and by adherence. RESULTS: Overall, 6,674 patients met the selection criteria. The top 3 index drugs were adalimumab (37%), apremilast (26%), and etanercept (18%). Over 12 months of follow-up, 31%-59% of patients remained persistent on the index drug, whereas 35%-56% discontinued, 13%-29% switched to a different biologic or tsDMARD, and 3%-15% reinitiated the index therapy, depending on the index drug. The mean PDC ranged from 0.51 to 0.69 during the 12-month follow-up and 0.80 to 0.93 during the follow-up period before discontinuation. Dose values were largely consistent with prescribing information, with the exception of secukinumab. Index drug costs PPPM ranged from $2,361 (apremilast) to $6,528 for ustekinumab after adjustment for discounts and adherence. CONCLUSIONS: Results from this real-world analysis suggest that there is substantial variability in persistence, discontinuation, adherence, reinitiating, and switching patterns among the different biologic and tsDMARD treatment options for PsA patients. In addition, this study provides real-world cost data for biologics and tsDMARDs among patients with PsA. DISCLOSURES: This study was funded by Eli Lilly Inc., which participated in analysis and interpretation of data, drafting, reviewing, and approving the publication. All authors contributed to the development of the publication and maintained control over the final content. Murage, Malatestinic, Zhu, Atiya, Kern, Stenger, and Sprabery are employees and stockholders of Eli Lilly Inc. Princic and Park are employed by IBM Watson Health, which received funding from Eli Lilly Inc. to conduct this study. Ogdie has received consulting fees from Amgen, AbbVie, Bristol-Myers Squibb, Celgene, Corrona, Janssen, Lilly, Novartis, and Pfizer and has also received grant support from Pfizer, Novartis, and Amgen. Portions of these data have been presented in poster form at the virtual International Society for Pharmacoeconomics and Outcomes Research (ISPOR) 2020 and Congress of Clinical Rheumatology (CCR) West 2020 conferences.


Subject(s)
Antirheumatic Agents/economics , Antirheumatic Agents/therapeutic use , Arthritis, Psoriatic/drug therapy , Biological Products/economics , Biological Products/therapeutic use , Health Care Costs , Adult , Aged , Female , Humans , Insurance Claim Review , Male , Medicare/economics , Medication Adherence , Middle Aged , Retrospective Studies , United States
6.
ACR Open Rheumatol ; 3(12): 879-887, 2021 Dec.
Article in English | MEDLINE | ID: mdl-34550647

ABSTRACT

OBJECTIVE: To describe adherence, persistence, discontinuation, restarting, switching, dosing, and health care costs among patients with psoriatic arthritis (PsA) treated with ixekizumab (IXE). METHODS: MarketScan administrative claims databases were used to select adults (≥18 years) initiating IXE between January 1, 2016, and June 30, 2019, for this retrospective study (earliest IXE claim = index). Eligible patients had one or more PsA diagnoses during the 12 months preceding the index and had 12 months of follow-up time after the index. Adherence (measured by proportion of days covered [PDC]) persistence (<60-day gap), discontinuation (≥90-day gap), switching, and dosing patterns were reported. Health care costs were reported per patient per month (PPPM) during follow-up and were assessed after adjusting PsA treatment costs for discount rates reported by the Institute for Clinical and Economic Review (ICER). RESULTS: A total of 496 patients met the selection criteria (mean age, 51.1 years; 50.4% female). Over the 12-month follow-up, 52.8% remained persistent, 38.7% discontinued, 13.5% had no other treatment, 4.6% restarted, and 20.6% switched to a new biologic/traditional synthetic disease-modifying antirheumatic drug. 70.6%of patients were identified as highly adherent (i.e. PDC > 0.80)to IXE prior to discontinuation. Dose values were consistent with prescribing information for patients with and without comorbid psoriasis. Although IXE costs ($5233 [SD = $2497]) accounted for 85.6% of PsA-related health care costs, only 3.5% of IXE costs were patient out-of-pocket expenses. Adjusting for the ICER discounts decreased all-cause and PsA-related costs by $2509 PPPM. CONCLUSION: Results from this real-world analysis suggest that treatment patterns and costs among patients with PsA initiating IXE are consistent with prior literature for other biologics.

7.
Cancer Metastasis Rev ; 40(3): 661-674, 2021 09.
Article in English | MEDLINE | ID: mdl-33555482

ABSTRACT

One way to understand ductal adenocarcinoma of the pancreas (pancreatic cancer) is to view it as unimaginably large numbers of evolving living organisms interacting with their environment. This "evolutionary view" creates both expected and surprising perspectives in all stages of neoplastic progression. Advances in the field will require greater attention to this critical evolutionary prospective.


Subject(s)
Carcinoma, Pancreatic Ductal , Pancreatic Neoplasms , Carcinoma, Pancreatic Ductal/genetics , Humans , Pancreas , Pancreatic Neoplasms/genetics , Prospective Studies
8.
Mod Pathol ; 33(12): 2544-2563, 2020 12.
Article in English | MEDLINE | ID: mdl-32704031

ABSTRACT

The publication of the "Pan-Cancer Atlas" by the Pan-Cancer Analysis of Whole Genomes Consortium, a partnership formed by The Cancer Genome Atlas (TCGA) and International Cancer Genome Consortium (ICGC), provides a wonderful opportunity to reflect on where we stand in our understanding of the genetics of pancreatic cancer, as well as on the opportunities to translate this understanding to patient care. From germline variants that predispose to the development of pancreatic cancer, to somatic mutations that are therapeutically targetable, genetics is now providing hope, where there once was no hope, for those diagnosed with pancreatic cancer.


Subject(s)
Biomarkers, Tumor/genetics , Carcinoma, Pancreatic Ductal/genetics , Genetic Variation , Genomics/trends , Molecular Diagnostic Techniques/trends , Pancreatic Neoplasms/genetics , Animals , Carcinoma, Pancreatic Ductal/pathology , Carcinoma, Pancreatic Ductal/therapy , Diffusion of Innovation , Forecasting , Genetic Predisposition to Disease , Humans , Pancreatic Neoplasms/pathology , Pancreatic Neoplasms/therapy , Phenotype , Prognosis
10.
Hum Mutat ; 36(2): 260-9, 2015 Feb.
Article in English | MEDLINE | ID: mdl-25451944

ABSTRACT

The greatest interpretive challenge of modern medicine may be to functionally annotate the vast variation of human genomes. Demonstrating a proposed approach, we created a library of BRCA2 exon 27 shotgun-mutant plasmids including solitary and multiplex mutations to generate human knockin clones using homologous recombination. This 55-mutation, 13-clone syngeneic variance library (SyVaL) comprised severely affected clones having early-stop nonsense mutations, functionally hypomorphic clones having multiple missense mutations emphasizing the potential to identify and assess hypomorphic mutations in novel proteomic and epidemiologic studies, and neutral clones having multiple missense mutations. Efficient coverage of nonessential amino acids was provided by mutation multiplexing. Severe mutations were distinguished from hypomorphic or neutral changes by chemosensitivity assays (hypersensitivity to mitomycin C and acetaldehyde), by analysis of RAD51 focus formation, and by mitotic multipolarity. A multiplex unbiased approach of generating all-human SyVaLs in medically important genes, with random mutations in native genes, would provide databases of variants that could be functionally annotated without concerns arising from exogenous cDNA constructs or interspecies interactions, as a basis for subsequent proteomic domain mapping or clinical calibration if desired. Such gene-irrelevant approaches could be scaled up for multiple genes of clinical interest, providing distributable cellular libraries linked to public-shared functional databases.


Subject(s)
BRCA2 Protein/genetics , Molecular Sequence Annotation , Amino Acid Substitution , Cell Line , Databases, Genetic , Gene Library , Genetic Association Studies , Genetic Predisposition to Disease , Hemizygote , Homologous Recombination , Humans , Mitosis , Rad51 Recombinase/genetics
11.
Food Chem Toxicol ; 70: 114-9, 2014 Aug.
Article in English | MEDLINE | ID: mdl-24842839

ABSTRACT

Potent DNA-damaging activities were seen in vitro from dietary chemicals found in coffee, tea, and liquid smoke. A survey of tea varieties confirmed genotoxic activity to be widespread. Constituent pyrogallol-like polyphenols (PLPs) such as epigallocatechin-3-gallate (EGCG), pyrogallol, and gallic acid were proposed as a major source of DNA-damaging activities, inducing DNA double-strand breaks in the p53R assay, a well characterized assay sensitive to DNA strand breaks, and comet assay. Paradoxically, their consumption does not lead to the kind of widespread cellular toxicity and acute disease that might be expected from genotoxic exposure. Existing physiological mechanisms could limit DNA damage from dietary injurants. Serum albumin and salivary α-amylase are known to bind EGCG. Salivary α-amylase, serum albumin, and myoglobin, but not salivary proline-rich proteins, reduced damage from tea, coffee, and PLPs, but did not inhibit damage from the chemotherapeutics etoposide and camptothecin. This represents a novel function for saliva in addition to its known functions including protection against tannins. Cell populations administered repeated pyrogallol exposures had abatement of measured DNA damage by two weeks, indicating an innate cellular adaptation. We suggest that layers of physiological protections may exist toward natural dietary products to which animals have had high-level exposure over evolution.


Subject(s)
Coffea/chemistry , DNA Damage/drug effects , Myoglobin/pharmacology , Salivary alpha-Amylases/pharmacology , Serum Albumin/pharmacology , Tea/chemistry , Catechin/analogs & derivatives , Cell Line, Tumor , Comet Assay , Diet , Gallic Acid/pharmacology , HeLa Cells , Humans , Polyphenols/pharmacology , Protective Agents/pharmacology , Pyrogallol/pharmacology
13.
Am J Pathol ; 184(1): 260-70, 2014 Jan.
Article in English | MEDLINE | ID: mdl-24200853

ABSTRACT

Large-magnitude numerical distinctions (>10-fold) among drug responses of genetically contrasting cancers were crucial for guiding the development of some targeted therapies. Similar strategies brought epidemiological clues and prevention goals for genetic diseases. Such numerical guides, however, were incomplete or low magnitude for Fanconi anemia pathway (FANC) gene mutations relevant to cancer in FANC-mutation carriers (heterozygotes). We generated a four-gene FANC-null cancer panel, including the engineering of new PALB2/FANCN-null cancer cells by homologous recombination. A characteristic matching of FANCC-null, FANCG-null, BRCA2/FANCD1-null, and PALB2/FANCN-null phenotypes was confirmed by uniform tumor regression on single-dose cross-linker therapy in mice and by shared chemical hypersensitivities to various inter-strand cross-linking agents and γ-radiation in vitro. Some compounds, however, had contrasting magnitudes of sensitivity; a strikingly high (19- to 22-fold) hypersensitivity was seen among PALB2-null and BRCA2-null cells for the ethanol metabolite, acetaldehyde, associated with widespread chromosomal breakage at a concentration not producing breaks in parental cells. Because FANC-defective cancer cells can share or differ in their chemical sensitivities, patterns of selective hypersensitivity hold implications for the evolutionary understanding of this pathway. Clinical decisions for cancer-relevant prevention and management of FANC-mutation carriers could be modified by expanded studies of high-magnitude sensitivities.


Subject(s)
Acetaldehyde/pharmacology , Drug Resistance, Neoplasm/genetics , Fanconi Anemia Complementation Group Proteins/genetics , Animals , Blotting, Western , Cell Line, Tumor , Fanconi Anemia/genetics , Humans , Mice , Reverse Transcriptase Polymerase Chain Reaction , Xenograft Model Antitumor Assays
14.
Cancer Biol Ther ; 14(8): 693-6, 2013 Aug.
Article in English | MEDLINE | ID: mdl-23792574

ABSTRACT

Small conditional RNAs were used to kill cells selectively in a prior report. The method utilized the cellular innate immune response to dsRNA, causing PKR activation and cell death. We designed small conditional RNAs specific to a highly restricted transcript, that of the mesothelin gene expressed in various cancer lines and specific to a tpc/hpr fusion transcript expressed in a published "control" line. Hairpins of small conditional RNAs were functionally active in cell-free conditions. Hairpins were transfected into 6 types of cells. We observed non-specific killing of cells after transfection of the hairpins targeting the reported fusion transcript or of the mesothelin transcript. Thus when attempting to use this system for a special purpose, to target cancer mutations, the results were not satisfactory. Specifically when repeating the work described in the publication, we could not replicate the results using the methods described. Recently the publication was retracted but without comment on the validity of the reported method. Here we provide scientific basis to consider the method impaired or invalid.


Subject(s)
Prostatic Neoplasms/pathology , Prostatic Neoplasms/therapy , RNA, Small Interfering/administration & dosage , RNA, Small Interfering/genetics , Cell Death/genetics , Cell Line, Tumor , Cell-Free System , Humans , Male , Prostatic Neoplasms/genetics , RNA, Neoplasm/genetics , Substrate Specificity , Transfection/methods
15.
Am J Pathol ; 183(1): 296-303, 2013 Jul.
Article in English | MEDLINE | ID: mdl-23665203

ABSTRACT

Like the p16, SMAD4, and RB1 genes, FAM190A (alias CCSER1) lies at a consensus site of homogeneous genomic deletions in human cancer. FAM190A transcripts in 40% of cancers also contain in-frame deletions of evolutionarily conserved exons. Its gene function was unknown. We found an internal deletion of the FAM190A gene in a pancreatic cancer having prominent focal multinuclearity. The experimental knockdown of FAM190A expression by shRNA caused focal cytokinesis defects, multipolar mitosis, and multinuclearity as observed in time-lapse microscopy. FAM190A was localized to the γ-tubulin ring complex of early mitosis and to the midbody in late cytokinesis by immunofluorescence assay and was present in the nuclear fraction of unsynchronized cells by immunoblot. FAM190A interacted with EXOC1 and Ndel1, which function in cytoskeletal organization and the cell division cycle. Levels of FAM190A protein peaked 12 hours after release from thymidine block, corresponding to M-phase. Slower-migrating phosphorylated forms accumulated toward M-phase and disappeared after release from a mitotic block and before cytokinesis. Studies of FAM190A alterations may provide mechanistic insights into mitotic dysregulation and multinuclearity in cancer. We propose that FAM190A is a regulator or structural component required for normal mitosis and that both the rare truncating mutations and common in-frame deletion alteration of FAM190A may contribute to the chromosomal instability of cancer.


Subject(s)
Biomarkers, Tumor/deficiency , Cell Cycle Proteins/deficiency , Cell Division/physiology , Neoplasms/metabolism , Biomarkers, Tumor/genetics , Cell Cycle Proteins/genetics , Cell Division/genetics , Cell Line, Tumor , Chromosomal Instability , Flow Cytometry , Fluorescent Antibody Technique , Humans , Immunoblotting , Mutation , Neoplasms/genetics , Neoplasms/pathology
16.
Oncotarget ; 4(2): 298-309, 2013 Feb.
Article in English | MEDLINE | ID: mdl-23593653

ABSTRACT

Epigenetic inactivation of tumor-suppressor and other regulatory genes plays a critical role in carcinogenesis. Transcriptional silencing is often maintained by DNA methyl transferase (DNMT)-mediated hypermethylation of CpG islands in promoter DNA. Nucleoside analogs including azacytidine and decitabine have been used to inhibit DNMT and re-activate genes, and are clinically used. Their shortcomings include a short half-life and a slow onset of action due to required nucleotide incorporation during DNA replication, which may limit clinical utility. It might be useful to begin to identify lead compounds having novel properties, specifically distinct and fast-acting gene desilencing. We previously identified chemicals augmenting gene expression in multiple reporter systems. We now report that a subset of these compounds that includes quinacrine re-expresses epigenetically silenced genes implicated in carcinogenesis. p16, TFPI2, the cadherins E-cadherin and CDH13, and the secreted frizzle-related proteins (SFRPs) SFRP1 and SFRP5 were desilenced in cancer cell lines. These lead compounds were fast-acting: re-expression occurred by 12-24 hours. Reactivation of silenced genes was accompanied by depletion of DNMT1 at the promoters of activated genes and demethylation of DNA. A model compound, 5175328, induced changes more rapidly than decitabine. These gene desilencing agents belonged to a class of acridine compounds, intercalated into DNA, and inhibited DNMT1 activity in vitro. Although to define the mechanism would be outside the scope of this initial report, this class may re-activate silenced genes in part by intercalating into DNA and subsequently inhibiting full DNMT1 activity. Rapid mechanisms for chemical desilencing of methylated genes therefore exist.


Subject(s)
DNA Methylation/drug effects , Gene Silencing/drug effects , Genes, Tumor Suppressor/drug effects , Intercalating Agents/pharmacology , Acridines/pharmacology , Animals , CHO Cells , Cell Line, Tumor , Cricetinae , Cricetulus , DNA/drug effects , DNA (Cytosine-5-)-Methyltransferase 1 , DNA (Cytosine-5-)-Methyltransferases/antagonists & inhibitors , DNA (Cytosine-5-)-Methyltransferases/metabolism , Epigenomics , Gene Expression Regulation, Neoplastic/drug effects , HCT116 Cells , Humans
17.
Food Chem Toxicol ; 55: 557-67, 2013 May.
Article in English | MEDLINE | ID: mdl-23402862

ABSTRACT

Population differences in age-related diseases and cancer could stem from differences in diet. To characterize DNA strand-breaking activities in selected foods/beverages, flavorings, and some of their constituent chemicals, we used p53R cells, a cellular assay sensitive to such breaks. Substances testing positive included reference chemicals: quinacrine (peak response, 51×) and etoposide (33×); flavonoids: EGCG (19×), curcumin (12×), apigenin (9×), and quercetin (7×); beverages: chamomile (11×), green (21×), and black tea (26×) and coffee (3-29×); and liquid smoke (4-28×). Damage occurred at dietary concentrations: etoposide near 5µg/ml produced responses similar to a 1:1000 dilution of liquid smoke, a 1:20 dilution of coffee, and a 1:5 dilution of tea. Pyrogallol-related chemicals and tannins are present in dietary sources and individually produced strong activity: pyrogallol (30×), 3-methoxycatechol (25×), gallic acid (21×), and 1,2,4-benzenetriol (21×). From structure-activity relationships, high activities depended on specific orientations of hydroxyls on the benzene ring. Responses accompanied cellular signals characteristic of DNA breaks such as H2AX phosphorylation. Breaks were also directly detected by comet assay. Cellular toxicological effects of foods and flavorings could guide epidemiologic and experimental studies of potential disease risks from DNA strand-breaking chemicals in diets.


Subject(s)
DNA Damage , Flavoring Agents/toxicity , Food Analysis , Cell Line , Humans
18.
Cancer Res ; 72(23): 6097-101, 2012 Dec 01.
Article in English | MEDLINE | ID: mdl-23172309

ABSTRACT

Less than 1% of published cancer biomarkers actually enter clinical practice. Although best practices for biomarker development are published, optimistic investigators may not appreciate the statistical near-certainty and diverse modes by which the other 99% (likely including your favorite new marker) do indeed fail. Here, patterns of failure were abstracted for classification from publications and an online database detailing marker failures. Failure patterns formed a hierarchical logical structure, or outline, of an emerging, deeply complex, and arguably fascinating science of biomarker failure. A new cancer biomarker under development is likely to have already encountered one or more of the following fatal features encountered by prior markers: lack of clinical significance, hidden structure in the source data, a technically inadequate assay, inappropriate statistical methods, unmanageable domination of the data by normal variation, implausibility, deficiencies in the studied population or in the investigator system, and its disproof or abandonment for cause by others. A greater recognition of the science of biomarker failure and its near-complete ubiquity is constructive and celebrates a seemingly perpetual richness of biologic, technical, and philosophical complexity, the full appreciation of which could improve the management of scarce research resources.


Subject(s)
Biomarkers, Tumor/analysis , Neoplasms/chemistry , Neoplasms/diagnosis , Humans
19.
J Proteome Res ; 11(11): 5301-10, 2012 Nov 02.
Article in English | MEDLINE | ID: mdl-23025254

ABSTRACT

Although significant effort is expended on identifying transcripts/proteins that are up-regulated in cancer, there are few reports on systematic elucidation of transcriptional mechanisms underlying such druggable cancer-specific targets. The mesothelin (MSLN) gene offers a promising subject, being expressed in a restricted pattern normally, yet highly overexpressed in almost one-third of human malignancies and a target of cancer immunotherapeutic trials. CanScript, a cis promoter element, appears to control MSLN cancer-specific expression; its related genomic sequences may up-regulate other cancer markers. CanScript is a 20-nt bipartite element consisting of an SP1-like motif and a consensus MCAT sequence. The latter recruits TEAD (TEA domain) family members, which are universally expressed. Exploration of the active CanScript element, especially the proteins binding to the SP1-like motif, thus could reveal cancer-specific features having diagnostic or therapeutic interest. The efficient identification of sequence-specific DNA-binding proteins at a given locus, however, has lagged in biomarker explorations. We used two orthogonal proteomics approaches--unbiased SILAC (stable isotope labeling by amino acids in cell culture)/DNA affinity-capture/mass spectrometry survey (SD-MS) and a large transcription factor protein microarray (TFM)--and functional validation to explore systematically the CanScript interactome. SD-MS produced nine candidates, and TFM, 18. The screens agreed in confirming binding by TEAD proteins and by newly identified NAB1 and NFATc. Among other identified candidates, we found functional roles for ZNF24, NAB1 and RFX1 in MSLN expression by cancer cells. Combined interactome screens yield an efficient, reproducible, sensitive, and unbiased approach to identify sequence-specific DNA-binding proteins and other participants in disease-specific DNA elements.


Subject(s)
GPI-Linked Proteins/metabolism , Neoplasms/metabolism , Base Sequence , Blotting, Western , Cell Line , DNA , Humans , Luciferases/genetics , Mesothelin , Molecular Sequence Data , Neoplasms/diagnosis , Neoplasms/therapy , Tandem Mass Spectrometry
20.
Oncotarget ; 3(7): 678-85, 2012 Jul.
Article in English | MEDLINE | ID: mdl-22824673

ABSTRACT

5-Fluorouracil (5FU) and similar fluoropyrimidines induce covalent modification of thymidylate synthase (TS) and inhibit its activity. They are often used to treat solid cancers, but drug resistance and toxicity are drawbacks. Therefore, there is an unmet need for a functional assay to quantify fluorouracil activity in tissues, so as to individually tailor dosing. It is cumbersome to separately quantify unmodified and 5FU-modified TS using currently available commercial anti-TS antibodies because they recognize both forms. We report here the first monoclonal antibody (FTS) specific to 5FU-modified TS. By immunoblot assay, the FTS antibody specifically recognizes modified TS in a dose-dependent manner in 5FU-treated cells, in cancer xenograft tissues of 5FU-treated mice, and in the murine tissues. In the same assay, the antibody is nonreactive with unmodified TS in untreated or treated cells and tissues. Speculatively, a high-throughput assay could be enabled by pairing anti-TS antibodies of two specificities, one recognizing only modified TS and another recognizing both forms, to structurally quantify the TS-inhibiting effect of fluorouracil at a cellular or tissue level without requiring prior protein separation. Such a development might aid preclinical analytic studies or make practical the individual tailoring of dosing.


Subject(s)
Antibodies, Monoclonal/chemistry , Fluorouracil/analysis , Fluorouracil/immunology , Thymidylate Synthase/analysis , Thymidylate Synthase/immunology , Animals , Antibodies, Monoclonal/immunology , Antibody Specificity , Colorectal Neoplasms/chemistry , Colorectal Neoplasms/drug therapy , Dose-Response Relationship, Drug , Drug Monitoring/methods , Female , Floxuridine/analysis , Floxuridine/immunology , Floxuridine/pharmacology , Fluorouracil/pharmacology , Immunoenzyme Techniques/methods , Methotrexate/analysis , Methotrexate/pharmacology , Mice , Mice, Nude , Pancreatic Neoplasms/chemistry , Pancreatic Neoplasms/drug therapy , Rats , Thymidylate Synthase/antagonists & inhibitors , Transplantation, Heterologous , Tumor Cells, Cultured
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