Kouichi Hosomi

Association between Statin Use and Cancer: Data Mining of a Spontaneous Reporting Database and a Claims Database

Purpose: In recent years, the potential risk of cancer associated with statin use has been a focus of much interest. However, it remains uncertain whether statin therapy is associated with cancer risk. To examine the association between statin use and the risk of cancer, we conducted data mining using the US Food and Drug Administration (FDA) Adverse Event Reporting System (FAERS) and a large organized database of claims constructed by a database vendor (The Japan Medical Data Center Co., Ltd, Tokyo, Japan [JMDC]). Methods: Relevant reports in the FAERS, which included data from the first quarter of 2004 through the end of 2012, were identified and analyzed. The reporting odds ratio (ROR) was used to detect spontaneous report signals and was calculated using the case/non-case method. Additionally, signals were detected via the information component (IC) using the IC025 metric. Furthermore, event sequence symmetry analysis (ESSA) was applied to identify the risk of cancer following treatment with statins over the period January 2005 to July 2013. Results: In the FAERS database analyses, significant signals for colorectal cancer and pancreatic cancer were found for statins as a class. In the ESSA, significant associations between statin use and colorectal cancer and pancreatic cancer were found, with adjusted sequence ratios (95% confidence intervals) of 1.20 (1.08-1.34) and 1.31 (1.13-1.53), respectively, at an interval of 48 months. Conclusions: Multi-methodological approaches using different algorithms and databases suggest that statin use is associated with an increased risk for colorectal cancer and pancreatic cancer.

Statin-associated lower urinary tract symptoms: data mining of the public version of the FDA adverse event reporting system, FAERS.

OBJECTIVE To examine the association between statin use and the risk of lower urinary tract symptoms (LUTS) in reports submitted to the US Food and Drug Administration (FDA) Adverse Event Reporting System (FAERS) between 2004 and 2011. METHODS Relevant reports in the FAERS were identified and analyzed. The reporting odds ratio (ROR) was used to detect spontaneous report signals, calculated using the case/non-case method. Cases were identified by the presence of reports of an adverse drug reaction (ADR) in which statins were the suspected drug. Non-cases were all the reports of the same reactions induced by drugs other than statins. The reporting odds ratio (ROR) and 95% confidential interval (CI) was calculated as a measure of disproportionality. RESULTS A total of 44,959,104 drug-reaction pairs was found in 2,681,739 reports. Significant RORs were found for both voiding (ROR; 1.16, 95% CI; 1.10 - 1.23) and storage symptoms (ROR; 1.25, 95% CI; 1.20 - 1.30). Analysis of individual statins showed that rosuvastatin, atorvastatin, and lovastatin had significant disproportionality for voiding symptoms, while simvastatin, rosuvastatin, pravastatin, atorvastatin, pitavastatin, and lovastatin had significant disproportionality for storage symptoms. Of the four voiding symptoms, significant RORs were found for urine flow decrease and dysuria. Of the four storage symptoms, significant RORs were found for pollakiuria and nocturia. No fundamental differences in disproportionality were observed between genders. CONCLUSIONS Analysis of the FAERS database showed small but reliable signals for LUTS in statin users. The mechanism responsible for these reactions is unknown. However, these adverse events should be monitored closely.

Association between Benzodiazepine Use and Dementia: Data Mining of Different Medical Databases

Purpose: Some studies have suggested that the use of benzodiazepines in the elderly is associated with an increased risk of dementia. However, this association might be due to confounding by indication and reverse causation. To examine the association between benzodiazepine anxiolytic drug use and the risk of dementia, we conducted data mining of a spontaneous reporting database and a large organized database of prescriptions. Methods: Data from the US Food and Drug Administration Adverse Event Reporting System (FAERS) from the first quarter of 2004 through the end of 2013 and data from the Canada Vigilance Adverse Reaction Online Database from the first quarter of 1965 through the end of 2013 were used for the analyses. The reporting odds ratio (ROR) and information component (IC) were calculated. In addition, prescription sequence symmetry analysis (PSSA) was performed to identify the risk of dementia after using benzodiazepine anxiolytic drugs over the period of January 2006 to May 2014. Results: Benzodiazepine use was found to be associated with dementia in analyses using the FAERS database (ROR: 1.63, 95% CI: 1.61-1.64; IC: 0.66, 95% CI: 0.65-0.67) and the Canada Vigilance Adverse Reaction Online Database (ROR: 1.88, 95% CI: 1.83-1.94; IC: 0.85, 95% CI: 0.80-0.89). ROR and IC values increased with the duration of action of benzodiazepines. In the PSSA, a significant association was found, with adjusted sequence ratios of 1.24 (1.05-1.45), 1.20 (1.06-1.37), 1.23 (1.11-1.37), 1.34 (1.23-1.47), 1.41 (1.29-1.53), and 1.44 (1.33-1.56) at intervals of 3, 6, 12, 24, 36, and 48 months, respectively. Furthermore, the additional PSSA, in which patients who initiated a new treatment with benzodiazepines and anti-dementia drugs within 12- and 24-month periods were excluded from the analysis, demonstrated significant associations of benzodiazepine use with dementia risk. Conclusion: Multi-methodological approaches using different methods, algorithms, and databases suggest that long-term use of benzodiazepines and long-acting benzodiazepines are strongly associated with an increased risk of dementia.

Difference in risk of gastrointestinal complications between users of enteric-coated and buffered low-dose aspirin.

OBJECTIVE Difference in the risk of gastrointestinal (GI) complications between users of enteric-coated and buffered low-dose aspirin (LDA) is unclear. The purpose of the study is to examine the difference in risk of GI damage between enteric-coated and buffered LDA products. METHODS A large and chronologically organized receipt database constructed by a database vendor was utilized. Prescription and event sequence symmetry analysis was used to identify the risk of LDA-induced GI complications over the period from January 2005 to July 2011. LDA use in combination with H2-receptor antagonists (H2RAs) and proton pump inhibitors (PPIs) was examined by prescription sequence symmetry analysis. Likewise, symmetry analysis was undertaken to evaluate the association between the diagnosis of GI disease and the prescription of LDA products. RESULTS In July 2011, enteric-coated LDA users were more frequently co-administered PPIs than buffered LDA users (25.4% vs. 14.4%). Prescription sequence symmetry analysis of acid inhibitor use found no significant associations with enteric-coated LDA use and buffered LDA use. The event sequence symmetry analysis of ulcer, gastritis and duodenitis, and melena found significant associations with entericcoated LDA use, with adjusted sequence ratios (ASRs) of 1.58 (1.23 - 2.06), 1.30 (1.03 - 1.65), and 14.38 (2.19 - 607.95), respectively, at the 6-month interval. At the 12-month interval, analysis of ulcers and melena found significant associations for enteric-coated LDA users, with ASRs of 1.39 (1.13 - 1.73) and 20.83 (3.33 - 863.25), respectively. CONCLUSIONS Our findings do not support that there is no difference in the risk of GI complications between enteric-coated LDA and buffered LDA, but rather may imply that the risk of GI complications associated with enteric-coated LDA is higher than that with buffered LDA.

Inverse Association between Sodium Channel-Blocking Antiepileptic Drug Use and Cancer: Data Mining of Spontaneous Reporting and Claims Databases.

Purpose: Voltage-gated sodium channels (VGSCs) are drug targets for the treatment of epilepsy. Recently, a decreased risk of cancer associated with sodium channel-blocking antiepileptic drugs (AEDs) has become a research focus of interest. The purpose of this study was to test the hypothesis that the use of sodium channel-blocking AEDs are inversely associated with cancer, using different methodologies, algorithms, and databases. Methods: A total of 65,146,507 drug-reaction pairs from the first quarter of 2004 through the end of 2013 were downloaded from the US Food and Drug Administration Adverse Event Reporting System. The reporting odds ratio (ROR) and information component (IC) were used to detect an inverse association between AEDs and cancer. Upper limits of the 95% confidence interval (CI) of < 1 and < 0 for the ROR and IC, respectively, signified inverse associations. Furthermore, using a claims database, which contains 3 million insured persons, an event sequence symmetry analysis (ESSA) was performed to identify an inverse association between AEDs and cancer over the period of January 2005 to May 2014. The upper limit of the 95% CI of adjusted sequence ratio (ASR) < 1 signified an inverse association. Results: In the FAERS database analyses, significant inverse associations were found between sodium channel-blocking AEDs and individual cancers. In the claims database analyses, sodium channel-blocking AED use was inversely associated with diagnoses of colorectal cancer, lung cancer, gastric cancer, and hematological malignancies, with ASRs of 0.72 (95% CI: 0.60 - 0.86), 0.65 (0.51 - 0.81), 0.80 (0.65 - 0.98), and 0.50 (0.37 - 0.66), respectively. Positive associations between sodium channel-blocking AEDs and cancer were not found in the study. Conclusion: Multi-methodological approaches using different methodologies, algorithms, and databases suggest that sodium channel-blocking AED use is inversely associated with colorectal cancer, lung cancer, gastric cancer, and hematological malignancies.

Association of statin use with storage lower urinary tract symptoms (LUTS): data mining of prescription database.

OBJECTIVE The efficacy and safety of statins have been studied in a number of clinical trials and epidemiological studies. In recent years, the Medicine and Healthcare Products Regulatory Agency (MHRA) has assessed the evidence available on the following adverse reactions associated with the use of statins: sleep disturbances, memory loss, micturition disorders (problems with urination), sexual disturbances, depression, and interstitial pneumopathy. However, the association between statin use and the risk of these adverse reactions remains unclear. To examine the association between statin use and the risk of lower urinary tract symptoms (LUTS) or the disorder causing LUTS, we carried out data mining using a prescription database. METHODS A large organized database of prescriptions constructed by a database vendor was used in the study. Symmetry analysis was used to identify the risk of LUTS after using statins over the period January 2006 to August 2013. Statin use in combination with drugs administered for storage LUTS was examined by prescription sequence symmetry analysis (PSSA). RESULTS A significant association between statins and drugs for storage LUTS was found, with adjusted sequence ratios (ASRs) of 1.21 (95% CI, 1.00 - 1.46), 1.19 (95% CI, 1.04 - 1.38), and 1.17 (95% CI, 1.05 - 1.30) for intervals of 91, 182, and 365 days, respectively. In the analyses of individual statins, significant associations were found only for pravastatin. Significant associations with individual drugs for storage LUTS were found for solifenacin succinate with ASRs of 1.36 (95% CI, 1.02 - 1.81), 1.48 (95% CI, 1.19 - 1.84), and 1.47 (95% CI, 1.25 - 1.73) for intervals of 91, 182, and 365 days, for flavoxate hydrochloride with an ASR of 1.56 (95% CI, 1.13 - 2.17) at an interval of 182 days, and for oxybutynin hydrochloride with ASRs of 2.06 (95% CI, 1.11 - 3.94) and 1.71 (95% CI, 1.09 - 2.72) at intervals of 182 and 365 days. Significant associations with gender were found only in females with ASRs of 1.25 (95% CI, 1.04 - 1.51) and 1.23 (95% CI, 1.07 - 1.41) at intervals of 182 and 365 days, respectively. CONCLUSIONS Analysis of the prescription database showed significant association for storage LUTS in statin users.

Risk factors for amiodarone-induced thyroid dysfunction in Japan☆

Amiodarone is associated with a number of significant adverse effects, including elevated transaminase levels, pulmonary fibrosis, arrhythmia, and thyroid dysfunction. Although thyroid dysfunction is considered to be a common and potentially serious adverse effect of amiodarone therapy, the exact pathogenesis remains unknown because of its complex manifestations. Therefore, the prevalence of, and risk factors for, amiodarone‐induced thyroid dysfunction in Japanese patients were investigated in the present study.

Difference between the frequencies of antisecretory drug prescriptions in users of buffered vs. enteric-coated low-dose aspirin therapies.

OBJECTIVE To provide further insights on the risks of gastrointestinal (GI) complications in individuals using low-dose aspirin (LDA), we investigated the concomitant use of LDA and antisecretory drugs. Additionally, we examined the frequency distributions of prescribing sequences for LDA and antisecretory drugs. METHODS Data from a computerized prescription order entry system was analyzed at the National Cerebral and Cardiovascular Center of Japan. LDA use in combination with H2-receptor antagonists (H2RAs) and proton pomp inhibitors (PPIs) was examined over the period from January 2001 to December 2010. Prescription sequence symmetry analyses were used to identify LDA-induced H2RAs or PPIs users. RESULTS In December 2010, PPIs accounted for 9.9% of the prescriptions for buffered LDA users and 16.1% of those for enteric-coated LDA users. Incident use of PPIs occurred more frequently among enteric-coated LDA users than buffered LDA users (17.6% vs. 11.0%, respectively). Prescription sequence symmetry analyses of PPI use revealed significant associations with enteric-coated LDA use, resulting in adjusted sequence ratios of 1.82 (95%CI, 1.11 - 3.03) and 1.87 (95% CI, 1.26 - 2.83) at intervals of 182 and 365 days, respectively. Enteric-coated LDA users tended to initiate PPI therapy on the same date more frequently than buffered LDA users (35.1% vs. 10.8%, respectively). CONCLUSIONS Our findings do not support the notion that entericcoated LDA products confer a lower risk for GI complications than buffered formulations, but may conversely imply that the risk of GI complications associated with buffered LDA is lower than that of enteric-coated LDA.

Association of Statin Use with Storage Lower Urinary Tract Symptoms: Data Mining of Claims Database

Background: It remains uncertain whether or not statin use is associated with development of micturition disorders. To examine the association between statin use and the risk of storage lower urinary tract symptoms (LUTS), data mining was performed on a claims database. Methods: Symmetry analysis was carried out to identify the risk of storage LUTS after statin use during the period from January 2005 to December 2011. Statin use in combination with drugs for storage LUTS was examined by prescription sequence symmetry analysis. Likewise, event sequence symmetry analysis was undertaken to evaluate the association between statin use and the diagnosis of storage LUTS and overactive bladder (OAB). Results: Significant associations of statin use with drugs for storage LUTS were found, with an adjusted sequence ratio (ASR) of 1.58 (1.08-2.33) at an interval of 6 months. In the analysis of drugs for OAB alone, significant associations were found, with ASRs of 1.82 (1.14-2.97) and 1.47 (1.06-2.04) at intervals of 6 and 12 months, respectively.In analyses of individual statins and drugs for OAB, a significant association was found for pravastatin, with an ASR of 2.66 (1.15-6.88) at an interval of 6 months, but not for other statins. Significant associations were found for statin users in analyses of diagnosis of OAB, with ASRs of 2.00 (1.18-3.50) and 1.58 (1.10-2.28) at intervals of 6 and 12 months. Conclusion: Analysis of the claims database demonstrated that statins might be associated with a new onset of storage LUTS. Statin-associated storage LUTS should be monitored closely in clinical practice, and further studies are needed to confirm our findings and elucidate the mechanism for statin-associated storage LUTS.

An integrative approach using real-world data to identify alternative therapeutic uses of existing drugs

Different computational approaches are employed to efficiently identify novel repositioning possibilities utilizing different sources of information and algorithms. It is critical to propose high-valued candidate-repositioning possibilities before conducting lengthy in vivo validation studies that consume significant resources. Here we report a novel multi-methodological approach to identify opportunities for drug repositioning. We performed analyses of real-world data (RWD) acquired from the United States Food and Drug Administration’s Adverse Event Reporting System (FAERS) and the claims database maintained by the Japan Medical Data Center (JMDC). These analyses were followed by cross-validation through bioinformatics analyses of gene expression data. Inverse associations revealed using disproportionality analysis (DPA) and sequence symmetry analysis (SSA) were used to detect potential drug-repositioning signals. To evaluate the validity of the approach, we conducted a feasibility study to identify marketed drugs with the potential for treating inflammatory bowel disease (IBD). Primary analyses of the FAERS and JMDC claims databases identified psycholeptics such as haloperidol, diazepam, and hydroxyzine as candidates that may improve the treatment of IBD. To further investigate the mechanistic relevance between hit compounds and disease pathology, we conducted bioinformatics analyses of the associations of the gene expression profiles of these compounds with disease. We identified common biological features among genes differentially expressed with or without compound treatment as well as disease-perturbation data available from open sources, which strengthened the mechanistic rationale of our initial findings. We further identified pathways such as cytokine signaling that are influenced by these drugs. These pathways are relevant to pathologies and can serve as alternative targets of therapy. Integrative analysis of RWD such as those available from adverse-event databases, claims databases, and transcriptome analyses represent an effective approach that adds value to efficiently identifying potential novel therapeutic opportunities.