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1.
Biol Pharm Bull ; 47(1): 88-97, 2024.
Article En | MEDLINE | ID: mdl-38171782

Stevens-Johnson syndrome and toxic epidermal necrolysis (SJS/TEN) are potentially life-threatening severe cutaneous adverse drug reactions. These diseases are rare, and their onset is difficult to predict because of their idiosyncratic reactivity. The Japan Severe Adverse Reactions Research Group, led by the National Institute of Health Sciences, has operated a nationwide to collect clinical information and genomic samples from patients with SJS/TEN since 2006. This study evaluated the associations of clinical symptoms with sequelae and specific causative drugs/drug groups in Japanese patients with SJS/TEN to identify clinical clues for SJS/TEN treatment and prognosis. Acetaminophen, antibiotics, and carbocisteine were linked to high frequencies of severe ocular symptoms and ocular sequelae (p < 0.05). For erythema and erosion areas, antipyretic analgesics had higher rates of skin symptom affecting <10% of the skin than the other drugs, suggesting narrower lesions (p < 0.004). Hepatic dysfunction, was common in both SJS and TEN, and antiepileptic drugs carried higher risks of hepatic dysfunction than the other drug groups (p = 0.0032). This study revealed that the clinical manifestations of SJS/TEN vary according to the causative drugs.


Stevens-Johnson Syndrome , Humans , Stevens-Johnson Syndrome/etiology , Stevens-Johnson Syndrome/complications , Japan/epidemiology , Skin/pathology , Acetaminophen/adverse effects , Eye
2.
Yakugaku Zasshi ; 142(5): 547-560, 2022 May 01.
Article Ja | MEDLINE | ID: mdl-35197403

Biosimilars are less expensive than their originators, and Japanese government policies call for their development and promotion. However, the adoption and prescription of some biosimilars, especially antibody/its-related ones, have been delayed for use in Japan, possibly due to concerns on the differences in quality attributes such as glycan structures between the originators and their biosimilars, and that clinical efficacy/safety studies are conducted for usually one disease and its results extrapolated to other indications. We conducted a questionnaire survey among physicians in four disease areas (hematology, medical oncology, rheumatoid arthritis, and inflammatory bowel disease), where biosimilars of antibody/its-related drugs have been approved, regarding their thoughts on the adoption and prescription of biosimilars in Japan from January to April 2020. We received totally 1024 responses. When adopting biosimilars and explaining them to patients, physicians requested specific information including the comparative results of phase III clinical trials and quality characteristics between biosimilars and their originators; the results of clinical studies on switching from originators to their biosimilars; and a comparison of the estimated cost on patients in consideration of the high medical cost payment system. Priority differed depending on the studied disease areas. In terms of post-marketing information, physicians requested a variety of information. When explaining biosimilars to the patients, physicians would like to use general material from government describing the comparability between originators and their biosimilars. These results suggest that physicians sought more comparative information on the quality, efficacy, and patients' cost between originators and their biosimilars when adopting or prescribing biosimilars.


Biosimilar Pharmaceuticals , Physicians , Antibodies , Biosimilar Pharmaceuticals/adverse effects , Humans , Japan , Prescriptions , Surveys and Questionnaires
3.
Ther Innov Regul Sci ; 55(3): 523-538, 2021 05.
Article En | MEDLINE | ID: mdl-33393013

BACKGROUND AND OBJECTIVES: Multi-regional clinical trials (MRCTs) are an efficient drug development strategy for eliminating drug lag in East Asian countries. In planning MRCTs according to the International Council for Harmonisation of Technical Requirements for Pharmaceuticals for Human Use E17 guideline, it is expected that East Asian populations with relatively similar ethnicity can be pooled as one population. However, evidence supporting this assumption is limited. This study aimed to investigate population/regional differences considering influencing factors among East Asian regions using MRCT data as a research model. METHODS: A retrospective analysis was conducted to determine the efficacy of two drugs, asenapine, a schizophrenia drug, and tadalafil, a dysuria drug for benign prostatic hyperplasia, using MRCT data from Japan, Korea, and Taiwan. First, predictive factors and effect modifiers were evaluated. Then, population/regional differences were evaluated using multivariate regression models, with the interaction term Region-by-Treatment group and adjustment for influencing intrinsic/extrinsic factors. RESULTS: Among the 4 outcomes for the two drugs, no significant population/regional differences were detected (P > 0.05) by the adjusted regression models. The effect modifiers, such as pretreatment drug status or concurrent diseases, were common among countries. CONCLUSIONS: No significant population/regional efficacy differences were found for the two drugs among the three regions. This finding supported the possible applicability of the region pooling strategy for MRCTs in East Asia, emphasizing the benefits of exploring ethnic difference/influencing factors at an early stage to design further confirmatory studies. However, further evidence for various drugs should be accumulated.


Pharmaceutical Preparations , Schizophrenia , Dysuria , Humans , Japan , Republic of Korea , Retrospective Studies , Schizophrenia/drug therapy , Taiwan
4.
Clin Transl Sci ; 14(3): 1002-1014, 2021 05.
Article En | MEDLINE | ID: mdl-33382928

Allopurinol-related severe cutaneous adverse reactions (SCARs) are strongly associated with HLA-B*58:01, the allele frequency (AF) of which is largely different among East Asians. However, evidence of population differences in SCAR development and relevance of genetic and/or other risk factors in the real-world remain unelucidated. This study aimed to evaluate population differences in allopurinol-related SCAR incidence related to genetic and/or other risk factors among East Asians in the real-world. A population-based cohort study was conducted using claims databases from Taiwan, Korea, and Japan. New users of allopurinol (311,846; 868,221; and 18,052 in Taiwan, Korea, and Japan, respectively) were followed up to 1 year. As control drugs, phenytoin and carbamazepine were used. The crude incidence rate ratios (IRRs) of SCARs for allopurinol against phenytoin or carbamazepine were the highest in Taiwan (IRR, 0.62 and 1.22; 95% confidence interval [CI], 0.54-0.72 and 1.01-1.47, respectively), followed by Korea (IRR, 0.34 and 0.82; 95% CI, 0.29-0.40 and 0.77-0.87), and the lowest in Japan (IRR, 0.04 and 0.16; 95% CI, 0.02-0.08 and 0.09-0.29). This order was accordant with that of AF ratios (AFRs) reported of HLA-B*58:01 against alleles responsible for phenytoin- or carbamazepine-related SCARs. The IRRs were higher in patients with chronic kidney disease, females, and elderly. This study demonstrated population differences in the risk of allopurinol-related SCAR development among East Asians based on genetic and other common risk factors. This finding will help to promote appropriate risk management for allopurinol-related SCARs based on ethnic origins. Study Highlights WHAT IS THE CURRENT KNOWLEDGE ON THIS TOPIC? Allopurinol-related severe cutaneous adverse reactions (SCARs) are strongly associated with HLA-B*58:01, the allele frequency of which is largely different among East Asians. However, there is no direct real-world evidence of population differences in SCAR development and the influence of genetic factors and/or other risk factors. WHAT QUESTION DID THIS STUDY ADDRESS? Do population differences in development of allopurinol-related SCARs, depending on genetic factors and/or other risk factors, exist among three East Asians in the real-world? WHAT DOES THIS STUDY ADD TO OUR KNOWLEDGE? The current analysis, based on comparisons of relative risks of SCAR incidence, provides real-world evidence of population differences in allopurinol-related SCAR development risk among East Asians, which was consistent with differences in reported HLA-B*58:01 frequencies, as well as identifying chronic kidney disease, female gender, and old age as common risk factors. HOW MIGHT THIS CHANGE CLINICAL PHARMACOLOGY OR TRANSLATIONAL SCIENCE? This study helps to promote appropriate risk management strategies for allopurinol-related SCARs in the real-world considering risk factors based on the patients' ethnicity. Our approach is useful for evaluating population differences in the real-world.


Allopurinol/adverse effects , Drug Eruptions/epidemiology , Gout Suppressants/adverse effects , Adolescent , Adult , Aged , Aged, 80 and over , Asian People/genetics , Asian People/statistics & numerical data , Child , Child, Preschool , Drug Eruptions/diagnosis , Drug Eruptions/etiology , Drug Eruptions/genetics , Female , Follow-Up Studies , Gene Frequency , Genetic Predisposition to Disease , Gout/drug therapy , HLA-B Antigens/genetics , Humans , Incidence , Infant , Infant, Newborn , Japan/epidemiology , Male , Middle Aged , Republic of Korea/epidemiology , Retrospective Studies , Risk Factors , Severity of Illness Index , Taiwan/epidemiology , Young Adult
5.
J Clin Pharmacol ; 60(9): 1177-1184, 2020 09.
Article En | MEDLINE | ID: mdl-32521061

Stevens-Johnson syndrome (SJS) and toxic epidermal necrosis (TEN) or drug-induced liver injury (DILI) are severe drug-induced reactions, known as idiosyncratic drug reactions. It is believed that immune response can lead to these severe adverse drug reactions. Our previous analysis of the Japanese Spontaneous Drug Reaction database suggested that the onset of SJS/TEN and DILI was strongly associated with infection. Hence, we conducted a matched, nested case-control study to elucidate the association between concurrent infection and the onset of SJS/TEN or liver injury in patients prescribed antipyretic analgesics. We extracted 4 112 055 patients who were prescribed antipyretic analgesics between January 2014 and December 2015. Amongst them, 553 (0.01%) were diagnosed with SJS/TEN and 12 606 (0.3%) with liver injury. In a matched, nested case-control study, 131 and 2847 cases matched for SJS/TEN or liver injury, respectively. For each case, 3 controls were randomly matched with the case for age at index date and sex. In the conditional logistic regression analysis, there was a significant association between the combination of infection and antipyretic analgesics and the onset of SJS/TEN or liver injury (SJS/TEN: adjusted OR, 5.59; 95%CI, 2.01-15.51; liver injury: adjusted OR, 2.79; 95%CI, 2.24-3.46). Although it was not possible to distinguish whether the associations were caused by the infection or were a direct consequence of the antibiotic agents, our findings may help to increase awareness of the possibility of the increased onset of idiosyncratic drug reactions (SJS/TEN and liver injury) in antipyretic analgesic users because of infections.


Analgesics, Non-Narcotic/adverse effects , Antipyretics/adverse effects , Bacterial Infections , Chemical and Drug Induced Liver Injury/etiology , Mycoses , Stevens-Johnson Syndrome/etiology , Adult , Aged , Aged, 80 and over , Analgesics, Non-Narcotic/therapeutic use , Antipyretics/therapeutic use , Bacterial Infections/drug therapy , Databases, Factual , Female , Humans , Japan/epidemiology , Male , Middle Aged , Mycoses/drug therapy , Odds Ratio , Regression Analysis , Retrospective Studies
6.
J Clin Pharm Ther ; 44(5): 788-795, 2019 Oct.
Article En | MEDLINE | ID: mdl-31282013

WHAT IS KNOWN AND OBJECTIVE: Since its introduction in April 2012, denosumab has been administered to approximately 7,300 patients as of August 2012, and 32 cases of serious hypocalcaemia after denosumab administration, including two deaths, have been reported in Japan. A Dear Healthcare Professional Letter of Rapid Safety Communication ('Blue letter') was released to warn about the risks of hypocalcaemia associated with denosumab. The goal of this study therefore was to measure the impact of regulatory action on denosumab-induced hypocalcaemia in Japan by using an electronic medical information database (MID). METHODS: We used two different aggregated data sets based on MIDs (data sets one and two). The patients studied were those who were newly prescribed denosumab or zoledronic acid between April 2012 and September 2014. We assessed four indicators: (a) the proportion of patients with calcium supplementation at the initial denosumab treatment, (b) the proportion of patients who underwent a serum calcium test, (c) the average number of serum calcium tests performed and (d) the prevalence of hypocalcaemia. All indices were aggregated by every 3 months. To evaluate the impact of regulatory action, we used difference in difference (DID) analysis. RESULTS AND DISCUSSION: The proportion of patients with calcium supplementation at the initial denosumab treatment increased year by year in both data sets. The average number of serum calcium tests increased year by year in data set two. There was a significant difference in the prevalence of hypocalcaemia in data set two. This suggests that the estimate of impact of the regulatory action may vary according to the database. In DID analysis, however, significant influences of the regulatory action on combination use with a calcium supplement were detected in both data sets. WHAT IS NEW AND CONCLUSION: There was a significant influence on combination use of denosumab with vitamin D and/or calcium supplement in both data sets. That there was no apparent increase in the prevalence of denosumab-induced hypocalcaemia, suggests that the regulatory action had an impact in the clinical setting studied. Such regulatory actions may play an important role in the promotion of drug safety.


Bone Density Conservation Agents/adverse effects , Denosumab/adverse effects , Hypocalcemia/chemically induced , Aged , Calcium/blood , Databases, Factual , Female , Humans , Hypocalcemia/blood , Japan , Male , Risk Factors , Vitamin D/administration & dosage , Zoledronic Acid/therapeutic use
7.
Br J Clin Pharmacol ; 85(6): 1270-1282, 2019 06.
Article En | MEDLINE | ID: mdl-30735569

AIMS: This study aimed to identify population/regional differences in drug efficacy and the influencing factors among East Asians to be considered when planning multiregional clinical trials (MRCTs) to facilitate rapid drug approval in Asians. METHODS: A retrospective analysis of efficacy (intergroup difference in endpoint between control and study drug treatment) among East Asian populations for 3 drug categories, antidiabetic, respiratory and psychotropic agents, was conducted in collaboration with pharmaceutical companies using their MRCT data. Common endpoints by drug category were selected; background factors that commonly affected the endpoints among regions were analysed first; then the population/regional differences were evaluated by the interaction term region-by-treatment using an analysis of covariance model after adjusting for background factors. RESULTS: Among 17 endpoints for eight pharmaceutical products from 3 drug categories, no substantial population/regional differences were detected in the 3 drug categories examined (P > .05), except for haemoglobin A1c change between Japan and Korea for an antidiabetic drug, insulin glulisine (P = .0068). However, no such regional differences were evident in patients with clinically important higher haemoglobin A1c baseline values (majority subgroup). Variability in disease severity at baseline and concomitant drugs were determined to be potential influencing factors for regional differences. CONCLUSIONS: This study suggests that the regional variability in efficacy of these 3 drug categories is not large among East Asians, and reveals the importance of considering background factors when planning MRCTs. Further studies are needed to evaluate regional variability in the efficacy of other drug categories and clarify the factors leading to regional differences in East Asians.


Asian People , Hypoglycemic Agents/therapeutic use , Psychotropic Drugs/therapeutic use , Respiratory System Agents/therapeutic use , Biomarkers/blood , Blood Glucose/drug effects , Blood Glucose/metabolism , Clinical Trials as Topic/methods , Endpoint Determination , Female , Forced Expiratory Volume , Glycated Hemoglobin/metabolism , Health Status Disparities , Humans , Hypoglycemic Agents/adverse effects , Lung/drug effects , Lung/physiopathology , Male , Mental Health/ethnology , Multicenter Studies as Topic/methods , Psychotropic Drugs/adverse effects , Research Design , Respiratory System Agents/adverse effects , Retrospective Studies , Risk Assessment , Risk Factors , Treatment Outcome
8.
J Clin Pharm Ther ; 44(1): 62-68, 2019 Feb.
Article En | MEDLINE | ID: mdl-30144112

WHAT IS KNOWN AND OBJECTIVE: This study used electronic medical records to identify risk factors and establish a detection algorithm for denosumab-induced hypocalcaemia. METHODS: We identified 201 patients with cancer who were initially prescribed denosumab. Hypocalcaemia was defined as an adjusted serum calcium level of ≤2.13 mmol/L. A diagnosis of denosumab-induced hypocalcaemia was confirmed by two physicians after reviewing patient medical records. We evaluated patient characteristics as potential screening factors. Moreover, a retrospective cohort study was conducted to identify risk factors for denosumab-induced hypocalcaemia. Odds ratios (ORs) were estimated using logistic regression analysis. RESULTS: We analysed 164 patients with a low risk of hypocalcaemia. Among these, 29 (17.7%) patients were suspected to have denosumab-induced hypocalcaemia. The times to onset of definitive hypocalcaemia were shorter among these patients than among patients with non-denosumab-induced hypocalcaemia. Based on receiver operating characteristic curve analysis, we used time to onset of hypocalcaemia of ≤90 days as a second screening factor. The positive predictive value of this factor was 87.5%. In the retrospective cohort study, a significant difference was observed among patients with serum alkaline phosphatase (ALP) levels of >5.95 µkat/L before initial prescription (P < 0.01). Patients with higher serum ALP levels had a 6.63 times higher risk of developing hypocalcaemia than those without increased serum ALP levels (OR: 6.63, 95% confidence interval [CI]: 1.79-29.31). The same results were observed in a sensitivity analysis using another database. WHAT IS NEW AND CONCLUSION: We developed a detection algorithm for denosumab-induced hypocalcaemia based on calcium levels and time to onset of hypocalcaemia. We also identified elevated ALP levels as a risk factor for hypocalcaemia. Clinicians should carefully monitor initial serum calcium levels and screen for signs of hypocalcaemia in patients receiving denosumab who demonstrate elevated serum ALP levels.


Algorithms , Bone Density Conservation Agents/adverse effects , Bone Neoplasms/drug therapy , Denosumab/adverse effects , Hypocalcemia/chemically induced , Aged , Bone Density Conservation Agents/administration & dosage , Bone Neoplasms/secondary , Case-Control Studies , Cohort Studies , Denosumab/administration & dosage , Electronic Health Records , Female , Humans , Logistic Models , Male , Middle Aged , Predictive Value of Tests , Retrospective Studies , Risk Factors
9.
Pharmacoepidemiol Drug Saf ; 27(8): 931-939, 2018 08.
Article En | MEDLINE | ID: mdl-29851174

PURPOSE: Dipeptidyl peptidase-4 (DPP-4) inhibitors are a new class of antidiabetic drugs. Although they have been reported to increase the risk of infection, the findings are controversial. Given that urinary tract infections (UTIs) are common in the elderly, we conducted a retrospective cohort study by using health care insurance claims data, to elucidate the association between the DPP-4 inhibitors and the incidence of UTI in latter-stage elderly patients. METHODS: We analyzed 25,111 Japanese patients aged 75 years and older between the fiscal years 2011 and 2016. Patients using DPP-4 inhibitors and sulfonylureas (SUs) were matched at a 1:1 ratio using propensity scoring. The Incidence rate ratio (IRR) of UTI was compared between users of SUs and users of DPP-4 inhibitors by Poisson regression. Moreover, subgroup analyses stratified by sex were conducted to evaluate whether the combination of prostatic hyperplasia and DPP-4 inhibitors is associated with the incidence of UTI in male patients. RESULTS: The use of DPP-4 inhibitors was associated with an increased risk of UTI (adjusted IRR 1.23, 95% CI [1.04-1.45]). After propensity score matching, the association remained significant (adjusted IRR 1.28, 95% CI [1.05-1.56]). Moreover, elderly male patients with prostatic hyperplasia who received DPP-4 inhibitors had a higher risk of UTI than SU users without prostatic hyperplasia (Matched: crude IRR 2.90, 95% CI [1.78-4.71]; adjusted IRR 2.32, 95% CI [1.40-3.84]). CONCLUSIONS: The long-term use of DPP-4 inhibitors by elderly patients, particularly male patients with prostatic hyperplasia, may increase the risk of UTI.


Diabetes Mellitus, Type 2/drug therapy , Dipeptidyl-Peptidase IV Inhibitors/adverse effects , Prostatic Hyperplasia/complications , Sulfonylurea Compounds/adverse effects , Urinary Tract Infections/epidemiology , Age Factors , Aged , Aged, 80 and over , Diabetes Mellitus, Type 2/complications , Female , Humans , Incidence , Japan/epidemiology , Male , Retrospective Studies , Sex Factors , Urinary Tract Infections/etiology
10.
Biol Pharm Bull ; 40(9): 1447-1453, 2017.
Article En | MEDLINE | ID: mdl-28867727

The anti-receptor activator of nuclear factor kappa-B ligand (RANKL) antibody, Denosumab (DEN), was approved in April 2012 in Japan, but a Dear Healthcare Professional Letter of Rapid Safety Communication was released in September, 2012 by the regulatory authority because of the severe hypocalcemia risks. Currently, the effectiveness of this regulatory action has not been evaluated and, therefore, this study aimed to assess its impact on DEN-induced hypocalcemia using the Japanese Adverse Drug Event Report database (JADER). The case reports from April 2012 to September 2014 were collected from the JADER, which included 151642 adverse events for the primary suspected drugs. The reporting odds ratio (ROR) of hypocalcemia as a signal of the target adverse event was analyzed for DEN and zoledronic acid (ZOL, a reference drug). Changes in RORs were compared between the pre- (Pre, April 2012 to September 2012) and post- (Post 1, October 2012 to September 2013 and Post 2, October 2013 to September 2014) periods of the regulatory action. A decrease in the hypocalcemia ROR was observed for DEN in the post-periods, especially Post 2. Multivariate logistic regression analysis showed a significant decrease in hypocalcemia signal in Post 1 (p=0.0306 vs. Pre) and Post 2 (p=0.0054 vs. Pre). ZOL caused no significant changes in ROR of hypocalcemia, and none of the drugs caused ROR changes in jaw osteonecrosis (a reference adverse event). This study suggests that the regulatory action against hypocalcemia in DEN effectively decreased hypocalcemia signal. Further studies using medical information databases are needed to confirm this result.


Adverse Drug Reaction Reporting Systems/legislation & jurisprudence , Bone Density Conservation Agents/adverse effects , Denosumab/adverse effects , Hypocalcemia/chemically induced , Algorithms , Asian People , Databases, Factual , Diphosphonates/pharmacology , Humans , Imidazoles/pharmacology , Japan , Jaw Diseases/chemically induced , Jaw Diseases/pathology , Logistic Models , Odds Ratio , Osteonecrosis/chemically induced , Osteonecrosis/pathology , Zoledronic Acid
11.
Biol Pharm Bull ; 40(9): 1576-1580, 2017.
Article En | MEDLINE | ID: mdl-28867742

Stevens-Johnson syndrome (SJS) and toxic epidermal necrolysis (TEN) are severe cutaneous adverse drug reactions. Recent studies have revealed that the prevalence of SJS/TEN is associated with genetic backgrounds, such as polymorphisms in human leukocyte antigens (HLAs). However, non-genetic factors contributing to the etiology of SJS/TEN are largely unknown. This study aimed to assess the involvement of concurrent infection on the pathological states of SJS/TEN, examining the severity of cutaneous symptoms and ocular involvement as well as the time to onset in drug-induced SJS/TEN patients. We recruited 257 Japanese SJS/TEN patients from June 2006 to September 2013 through a nationwide case collection network and participating hospitals and reviewed the clinical information including patient backgrounds, primary disease and medication status. Association between infection and pathological states of SJS/TEN was assessed using univariate and multivariate analyses. The concurrent infectious group of SJS/TEN patients showed a significantly higher rate of exhibiting severer dermatological and ophthalmological phenotypes and an earlier onset of SJS/TEN than the non-infectious group. Our results suggest that the infection could be a risk factor to cause severer symptoms and earlier onset of SJS/TEN.


Infections/complications , Infections/pathology , Stevens-Johnson Syndrome/complications , Stevens-Johnson Syndrome/pathology , Adult , Aged , Asian People , Eye/pathology , Female , Genetic Predisposition to Disease , Humans , Male , Middle Aged , Retrospective Studies , Risk Factors , Skin/pathology
12.
Eur J Clin Pharmacol ; 73(12): 1643-1653, 2017 Dec.
Article En | MEDLINE | ID: mdl-28831528

PURPOSE: It has been reported recently that immune reactions are involved in the pathogenesis of certain types of adverse drug reactions (ADRs). We aimed to determine the associations between infections and drug-induced interstitial lung disease (DILD), rhabdomyolysis, Stevens-Johnson syndrome (SJS) and toxic epidermal necrolysis (TEN), or drug-induced liver injury (DILI) using a spontaneous adverse drug event reporting database in Japan. METHODS: The reported cases were classified into three categories (anti-infectious drug group, concomitant infection group, and non-infection group) based on the presence of anti-infectious drugs (either as primary suspected drug or concomitant drug) and infectious disease. We assessed the association between four severe ADRs and the presence and seriousness of infection using logistic regression analysis. RESULTS: We identified 177,649 cases reported in the study period (2009-2013). Logistic regression analysis showed significant positive associations between infection status and onset of SJS/TEN or DILI (SJS/TEN: anti-infectious drug group: odds ratio (OR) 2.04, 95% CI [1.85-2.24], concomitant infection group: OR 2.44, 95% CI [2.21-2.69], DILI: anti-infectious drug group: OR 1.27, 95% CI [1.09-1.49], concomitant infection group: OR 1.25, 95% CI [1.04-1.49]), compared to the non-infection group. By contrast, there were negative or no associations between infection and DILD or rhabdomyolysis. A significantly positive association between infection and SJS/TEN seriousness (OR 1.48, 95% CI [1.10-1.98]) was observed. CONCLUSIONS: This study suggested that infection plays an important role in the development of SJS/TEN and DILI. For the patients with infection and/ or anti-infectious drugs, careful monitoring for severe ADRs, especially SJS/TEN, might be needed.


Databases, Factual , Drug-Related Side Effects and Adverse Reactions , Infections/etiology , Humans , Infections/immunology , Japan
13.
Drug Metab Pharmacokinet ; 31(6): 467-470, 2016 Dec.
Article En | MEDLINE | ID: mdl-27839692

Statin-related myopathy (SRM) is a clinically important adverse reaction. Recent pharmacogenetic research, mainly in non-Asian populations, have indicated clinical relevance of some of genetic biomarkers to SRM, but predictive markers for SRM in Asian populations including Japanese has not yet been established. This study was aimed to identify clinically important genetic markers associated with SRM in Japanese patients. Allele frequencies of the three reported candidate markers - SLCO1B1 rs4149056, RYR2 rs2819742, and GATM rs9806699 - and carrier frequencies of HLA types were compared between patients with SRM patients (n = 52) and healthy Japanese subjects (n = 2878 or 86 (for rs9806699) as controls). No significant association of RYR2, SLCO1B1, and GATM variants with SRM were observed in our Japanese patients, but a significant association was detected for HLA-DRB1*04:06 with SRM (odds ratio: 3.19; 95% confidence interval: 1.53-6.66). This study suggested that HLA-DRB1*04:06 might be associated with SRM onset in a Japanese population. Further studies are required to validate these results.


HLA-DRB1 Chains/genetics , Hydroxymethylglutaryl-CoA Reductase Inhibitors/adverse effects , Muscular Diseases/genetics , Aged , Female , Genetic Markers , Humans , Japan , Male , Middle Aged , Muscular Diseases/chemically induced , Myalgia/chemically induced , Myalgia/genetics , Myositis/chemically induced , Myositis/genetics , Rhabdomyolysis/chemically induced , Rhabdomyolysis/genetics
14.
BMC Cancer ; 15: 718, 2015 Oct 16.
Article En | MEDLINE | ID: mdl-26475168

BACKGROUND: Variability in drug response between individual patients is a serious concern in medicine. To identify single-nucleotide polymorphisms (SNPs) related to drug response variability, many genome-wide association studies have been conducted. METHODS: We previously applied a knowledge-based bioinformatic approach to a pharmacogenomics study in which 119 fluoropyrimidine-treated gastric cancer patients were genotyped at 109,365 SNPs using the Illumina Human-1 BeadChip. We identified the SNP rs2293347 in the human epidermal growth factor receptor (EGFR) gene as a novel genetic factor related to chemotherapeutic response. In the present study, we reanalyzed these hypothesis-free genomic data using extended knowledge. RESULTS: We identified rs2867461 in annexin A3 (ANXA3) gene as another candidate. Using logistic regression, we confirmed that the performance of the rs2867461 + rs2293347 model was superior to those of the single factor models. Furthermore, we propose a novel integrated predictive index (iEA) based on these two polymorphisms in EGFR and ANXA3. The p value for iEA was 1.47 × 10(-8) by Fisher's exact test. Recent studies showed that the mutations in EGFR is associated with high expression of dihydropyrimidine dehydrogenase, which is an inactivating and rate-limiting enzyme for fluoropyrimidine, and suggested that the combination of chemotherapy with fluoropyrimidine and EGFR-targeting agents is effective against EGFR-overexpressing gastric tumors, while ANXA3 overexpression confers resistance to tyrosine kinase inhibitors targeting the EGFR pathway. CONCLUSIONS: These results suggest that the iEA index or a combination of polymorphisms in EGFR and ANXA3 may serve as predictive factors of drug response, and therefore could be useful for optimal selection of chemotherapy regimens.


Annexin A3/genetics , ErbB Receptors/genetics , Stomach Neoplasms/drug therapy , Stomach Neoplasms/genetics , Computational Biology/methods , Drug Resistance, Neoplasm/genetics , Drug Therapy , Female , Fluorouracil/administration & dosage , Fluorouracil/adverse effects , Genome-Wide Association Study , Humans , Japan , Male , Mutation , Polymorphism, Single Nucleotide , Stomach Neoplasms/pathology
15.
Int J Clin Pharm ; 37(3): 537-45, 2015 Jun.
Article En | MEDLINE | ID: mdl-25822043

BACKGROUND: The March 2012 regulatory action issued by the Japanese government signalled the rare but serious complication of lactic acidosis that can occur during metformin treatment, especially with the high dose formulation, h-metformin, and in those above 75 years old. OBJECTIVE: To assess quantitatively the impact of this regulatory action on patient management using a medical information database (MID). SETTING: Eight hospitals in Japan. METHOD: Using a commercial MID, we collected data on adult outpatients treated with metformin, including h-metformin, during a 2-year study period between April 1, 2011 and March 31, 2013. The 2-year study period spanned 1 year before and after the regulatory action. The frequencies of lactate measurement in all metformin users, h-metformin users, and new users (started on metformin during the study period) were compared between the periods before and after the regulatory action, using generalized estimating equations. Trends in metformin prescription for elderly patients were analysed month-wise by regression analysis using an interrupted time series design. MAIN OUTCOME MEASURE: The rate ratios (RR) of lactate testing before and after the regulatory action. RESULTS: Of 4347 metformin users, 784 patients were >75 years old. A significant increase in lactate measurement was observed after the regulatory action than before in the overall study population, with an adjusted RR of 2.14 (95 % confidence interval 1.24-3.68). No significant change was found in h-metformin users and new users because lactate measurements were being performed as frequently in these subgroups before the regulatory action. There were no meaningful changes in the proportion of elderly metformin users in the overall population. CONCLUSION: The regulatory action led to increased lactate measurement in the overall metformin users, but did not affect metformin prescription rate in the elderly patients. Our findings probably reflect the doctors' judgement that the benefits of metformin use outweigh the risk of lactic acidosis if lactate testing is performed regularly.


Acidosis, Lactic/chemically induced , Acidosis, Lactic/epidemiology , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/drug therapy , Drug and Narcotic Control , Metformin/adverse effects , Practice Patterns, Physicians'/statistics & numerical data , Acidosis, Lactic/blood , Adult , Aged , Cohort Studies , Data Collection , Databases, Factual , Female , Humans , Hypoglycemic Agents/administration & dosage , Hypoglycemic Agents/adverse effects , Japan/epidemiology , Lactic Acid/blood , Male , Metformin/administration & dosage , Middle Aged , Retrospective Studies , Young Adult
16.
Biochem Biophys Res Commun ; 452(3): 593-9, 2014 Sep 26.
Article En | MEDLINE | ID: mdl-25181346

Because multi-wall carbon nanotubes (MWCNTs) have asbestos-like shape and size, concerns about their pathogenicity have been raised. Contaminated metals of MWCNTs may also be responsible for their toxicity. In this study, we employed high-temperature calcined fullerene nanowhiskers (HTCFNWs), which are needle-like nanofibers composed of amorphous carbon having similar sizes to MWCNTs but neither metal impurities nor tubular structures, and investigated their ability to induce production a major proinflammatory cytokine IL-1ß via the Nod-like receptor pyrin domain containing 3 (NLRP3)-containing flammasome-mediated mechanism. When exposed to THP-1 macrophages, long-HTCFNW exhibited robust IL-1ß production as long and needle-like MWCNTs did, but short-HTCFNW caused very small effect. IL-1ß release induced by long-HTCFNW as well as by long, needle-like MWCNTs was abolished by a caspase-1 inhibitor or siRNA-knockdown of NLRP3, indicating that NLRP3-inflammasome-mediated IL-1ß production by these carbon nanofibers. Our findings indicate that the needle-like shape and length, but neither metal impurities nor tubular structures of MWCNTs were critical to robust NLRP3 activation.


Carrier Proteins/genetics , Fullerenes/pharmacology , Interleukin-1beta/metabolism , Macrophages/drug effects , Nanofibers/toxicity , Nanotubes, Carbon/toxicity , Amino Acid Chloromethyl Ketones/pharmacology , Carrier Proteins/antagonists & inhibitors , Carrier Proteins/metabolism , Caspase 1/genetics , Caspase 1/metabolism , Caspase Inhibitors/pharmacology , Cell Line , Fullerenes/chemistry , Gene Expression , Hot Temperature , Humans , Inflammasomes/drug effects , Inflammasomes/metabolism , Interleukin-1beta/biosynthesis , Macrophages/cytology , Macrophages/metabolism , NLR Family, Pyrin Domain-Containing 3 Protein , Nanofibers/chemistry , Nanotubes, Carbon/chemistry , RNA, Small Interfering/genetics , RNA, Small Interfering/metabolism
17.
PLoS One ; 9(8): e105160, 2014.
Article En | MEDLINE | ID: mdl-25127363

Interindividual variation in a drug response among patients is known to cause serious problems in medicine. Genomic information has been proposed as the basis for "personalized" health care. The genome-wide association study (GWAS) is a powerful technique for examining single nucleotide polymorphisms (SNPs) and their relationship with drug response variation; however, when using only GWAS, it often happens that no useful SNPs are identified due to multiple testing problems. Therefore, in a previous study, we proposed a combined method consisting of a knowledge-based algorithm, 2 stages of screening, and a permutation test for identifying SNPs. In the present study, we applied this method to a pharmacogenomics study where 109,365 SNPs were genotyped using Illumina Human-1 BeadChip in 168 cancer patients treated with irinotecan chemotherapy. We identified the SNP rs9351963 in potassium voltage-gated channel subfamily KQT member 5 (KCNQ5) as a candidate factor related to incidence of irinotecan-induced diarrhea. The p value for rs9351963 was 3.31×10-5 in Fisher's exact test and 0.0289 in the permutation test (when multiple testing problems were corrected). Additionally, rs9351963 was clearly superior to the clinical parameters and the model involving rs9351963 showed sensitivity of 77.8% and specificity of 57.6% in the evaluation by means of logistic regression. Recent studies showed that KCNQ4 and KCNQ5 genes encode members of the M channel expressed in gastrointestinal smooth muscle and suggested that these genes are associated with irritable bowel syndrome and similar peristalsis diseases. These results suggest that rs9351963 in KCNQ5 is a possible predictive factor of incidence of diarrhea in cancer patients treated with irinotecan chemotherapy and for selecting chemotherapy regimens, such as irinotecan alone or a combination of irinotecan with a KCNQ5 opener. Nonetheless, clinical importance of rs9351963 should be further elucidated.


Antineoplastic Agents, Phytogenic/adverse effects , Camptothecin/analogs & derivatives , Diarrhea/chemically induced , KCNQ Potassium Channels/genetics , Adult , Algorithms , Antineoplastic Agents, Phytogenic/therapeutic use , Camptothecin/adverse effects , Camptothecin/therapeutic use , Diarrhea/genetics , Female , Genome, Human , Genome-Wide Association Study , Genomics , Humans , Irinotecan , Knowledge Bases , Male , Neoplasms/drug therapy , Neoplasms/genetics , Polymorphism, Single Nucleotide , ROC Curve
18.
Pharmacoepidemiol Drug Saf ; 23(9): 984-8, 2014 Sep.
Article En | MEDLINE | ID: mdl-24596340

PURPOSE: Drug-induced liver injury (DILI) is one of the primary targets for pharmacovigilance using medical information databases (MIDs). Because of diagnostic complexity, a standardized method for identifying DILI using MIDs has not yet been established. We applied the Digestive Disease Week Japan 2004 (DDW-J) scale, a Japanese clinical diagnostic criteria for DILI, to a DILI detection algorithm, and compared it with the Council for International Organizations of Medical Sciences/the Roussel Uclaf Causality Assessment Method (CIOMS/RUCAM) scale to confirm its consistency. Characteristics of DILI cases identified by the DDW-J algorithm were examined in two Japanese MIDs. METHODS: Using an MID from the Hamamatsu University Hospital, we constructed a DILI detection algorithm on the basis of the DDW-J scale. We then compared the findings between the DDW-J and CIOMS/RUCAM scales. We examined the characteristics of DILI after antibiotic treatment in the Hamamatsu population and a second population that included data from 124 hospitals, which was derived from an MID from the Medical Data Vision Co., Ltd. We performed a multivariate logistic regression analysis to assess the possible DILI risk factors. RESULTS: The concordance rate was 79.4% between DILI patients identified by the DDW-J and CIOMS/RUCAM; the Spearman rank correlation coefficient was 0.952 (P < 0.0001). Men showed a significantly higher risk for DILI after antibiotic treatments in both MID populations. CONCLUSIONS: The DDW-J and CIOMS/RUCAM algorithms were equivalent for identifying the DILI cases, confirming the utility of our DILI detection method using MIDs. This study provides evidence supporting the use of MID analyses to improve pharmacovigilance.


Algorithms , Chemical and Drug Induced Liver Injury/diagnosis , Databases, Factual/statistics & numerical data , Adverse Drug Reaction Reporting Systems/statistics & numerical data , Chemical and Drug Induced Liver Injury/epidemiology , Chemical and Drug Induced Liver Injury/etiology , Female , Humans , Japan , Logistic Models , Male , Middle Aged , Multivariate Analysis , Pharmacovigilance , Risk Factors , Statistics, Nonparametric
19.
Biol Pharm Bull ; 37(1): 164-8, 2014.
Article En | MEDLINE | ID: mdl-24389491

Human orosomucoid (ORM) is a major acute-phase plasma protein, encoded by 2 highly homologous genes, ORM1 and ORM2. Human ORM induction is assumed to be regulated by each proximal promoter region, where putative glucocorticoid responsive elements and CCAAT/enhancer binding protein (C/EBP)ß binding sites are located. However, the details of the differential regulation of these genes remain unknown. To explore this, we assessed the role of the distal promoter region of each ORM in HeLa cells. Luciferase-reporter activities of full constructs, containing approximately 1.1 kbp (FULL), and those of deletion constructs, containing up to 188 bp region (DEL) upstream of the transcription start sites of ORM1 and ORM2 were compared under both basal and inducer-treated conditions. For ORM1 and ORM2 DEL constructs, significantly increased activities after dexamethasone (DEX) treatments (alone and combined with interleukin (IL)-1ß) were observed. Significantly higher FULL construct activities than DEL construct activities were observed for ORM1 after IL-1ß treatment, while those for ORM2 were significantly lower at basal level and after DEX treatments. Upon C/EBPß overexpression, FULL construct activities were significantly higher than those of DEL constructs at basal level and after IL-1ß treatment for ORM1, and at basal level and after inducer-treatments for ORM2. Higher transcription-induction activity in the distal promoter region was evident for ORM1 in the absence of C/EBPß overexpression, and for ORM2 under C/EBPß overexpression conditions. These findings suggest that the ORM distal promoter region differentially regulates expression of ORM genes at basal level and in acute phase responses.


Acute-Phase Reaction/genetics , Gene Expression , Orosomucoid/genetics , Promoter Regions, Genetic , Transcriptional Activation , CCAAT-Enhancer-Binding Protein-beta/genetics , CCAAT-Enhancer-Binding Protein-beta/metabolism , Dexamethasone/pharmacology , Glucocorticoids/pharmacology , HeLa Cells , Humans , Interleukin-1beta/pharmacology , Orosomucoid/metabolism
20.
Yakugaku Zasshi ; 133(12): 1373-9, 2013.
Article Ja | MEDLINE | ID: mdl-24292186

Biomarkers are useful tools as indicators/predictors of disease severity and drug responsiveness, and thus, are expected to make drug development more efficient and to accelerate proper use of approved drugs. Many academic achievements on biomarkers have been reported, but only several biomarkers are used in drug development and clinical settings. We first show our results on the pharmacogenomic analysis of the anti-cancer drug irinotecan and of Stevens-Johnson syndrome (SJS) and toxic epidermal necrolysis (TEN). UGT1A1*6 and *28 were significantly associated with altered pharmacokinetics of an irinotecan metabolite, SN-38, and with increased frequency of severe neutropenia. HLA* 58:01 and HLA-B*15:11/HLA-A*31:01 were associated with SJS/TEN by allopurinol and carbamazepine, respectively. Our papers have been cited in the package inserts of irinotecan and allopurinol. In addition to these genomic biomarkers, metabolomic biomarkers, which can reflect the disease phenotype and drug responsiveness, have been exploring for 12 major diseases in Japan, as a part of a multi-omics team with multi-national centers. In animal models of dilated cardiomyopathy and Alzheimer's disease, we found several changes in lipid metabolite levels in the diseased tissues. Moreover, two oxidized fatty acids were correlatively changed in the brain and plasma from Alzheimer's model mice before its onset, and thus, could be candidates for predictive biomarkers. Finally, we propose/discuss several key issues for academic researches on biomarker discovery and development, especially for newly coming researchers in the field of pharmaceutical sciences. We hope that this review would help novel biomarker identification and qualification in Japan.


Biomarkers/analysis , Alleles , Animals , Genome , Humans , Lipid Metabolism , Metabolomics
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