1.Survey on the Development of Companion Apps for Pharmaceuticals and Data Utilization
Tempei MIYAJI ; Hideki OI ; Kenji HATANO ; Satoshi UENO ; Takuhiro YAMAGUCHI ; Harumasa NAKAMURA
Japanese Journal of Pharmacoepidemiology 2024;():29.e4-
This document reports the results of a questionnaire survey conducted among pharmaceutical companies that are members of the Japan Pharmaceutical Manufacturers Association as part of a collaborative research project within the AMED Research on Regulatory Science of Pharmaceuticals and Medical Devices ‘Research for the promotion of the utilization of real-world evidence in the pharmaceutical regulatory system and the harmonization of international regulations, and for the proposal of an ideal system in Japan’ (Principal Investigator: Harumasa Nakamura, National Center of Neurology and Psychiatry). This survey is the first domestic attempt to clarify the current state of development and utilization of data for companion applications (CPs) in pharmaceuticals. It is expected that the widespread development and use of pharmaceutical CPs will enhance the collection of patient-reported outcomes (PROs), which in turn will foster the utilization of real-world data (RWD) under pharmaceutical regulations. In anticipation that the results of this survey will contribute to this promotion, we are publishing the entire questionnaire results in this report.
2.Survey on the Development of Companion Apps for Pharmaceuticals and Data Utilization
Tempei MIYAJI ; Hideki OI ; Kenji HATANO ; Satoshi UENO ; Takuhiro YAMAGUCHI ; Harumasa NAKAMURA
Japanese Journal of Pharmacoepidemiology 2024;29(2):43-51
This document reports the results of a questionnaire survey conducted among pharmaceutical companies that are members of the Japan Pharmaceutical Manufacturers Association as part of a collaborative research project within the AMED Research on Regulatory Science of Pharmaceuticals and Medical Devices ‘Research for the promotion of the utilization of real-world evidence in the pharmaceutical regulatory system and the harmonization of international regulations, and for the proposal of an ideal system in Japan’ (Principal Investigator: Harumasa Nakamura, National Center of Neurology and Psychiatry). This survey is the first domestic attempt to clarify the current state of development and utilization of data for companion applications (CPs) in pharmaceuticals. It is expected that the widespread development and use of pharmaceutical CPs will enhance the collection of patient-reported outcomes (PROs), which in turn will foster the utilization of real-world data (RWD) under pharmaceutical regulations. In anticipation that the results of this survey will contribute to this promotion, we are publishing the entire questionnaire results in this report.
3.Proof-of-concept study of the caninized anti-canine programmed death 1antibody in dogs with advanced non-oral malignant melanoma solid tumors
Masaya IGASE ; Sakuya INANAGA ; Shoma NISHIBORI ; Kazuhito ITAMOTO ; Hiroshi SUNAHARA ; Yuki NEMOTO ; Kenji TANI ; Hiro HORIKIRIZONO ; Munekazu NAKAICHI ; Kenji BABA ; Satoshi KAMBAYASHI ; Masaru OKUDA ; Yusuke SAKAI ; Masashi SAKURAI ; Masahiro KATO ; Toshihiro TSUKUI ; Takuya MIZUNO
Journal of Veterinary Science 2024;25(1):e15-
Background:
The anti-programmed death 1 (PD-1) antibody has led to durable clinical responses in a wide variety of human tumors. We have previously developed the caninized anti-canine PD-1 antibody (ca-4F12-E6) and evaluated its therapeutic properties in dogs with advance-staged oral malignant melanoma (OMM), however, their therapeutic effects on other types of canine tumors remain unclear.
Objective:
The present clinical study was carried out to evaluate the safety profile and clinical efficacy of ca-4F12-E6 in dogs with advanced solid tumors except for OMM.
Methods:
Thirty-eight dogs with non-OMM solid tumors were enrolled prospectively and treated with ca-4F12-E6 at 3 mg/kg every 2 weeks of each 10-week treatment cycle. Adverse events (AEs) and treatment efficacy were graded based on the criteria established by the Veterinary Cooperative Oncology Group.
Results:
One dog was withdrawn, and thirty-seven dogs were evaluated for the safety and efficacy of ca-4F12-E6. Treatment-related AEs of any grade occurred in 13 out of 37 cases (35.1%).Two dogs with sterile nodular panniculitis and one with myasthenia gravis and hypothyroidism were suspected of immune-related AEs. In 30 out of 37 dogs that had target tumor lesions, the overall response and clinical benefit rates were 6.9% and 27.6%, respectively. The median progression-free survival and overall survival time were 70 days and 215 days, respectively.
Conclusions
The present study demonstrated that ca-4F12-E6 was well-tolerated in nonOMM dogs, with a small number of cases showing objective responses. This provides evidence supporting large-scale clinical trials of anti-PD-1 antibody therapy in dogs.
4.RDFization of Interview Forms for Effective Use of Pharmaceutical Documents
Chioko NAGAO ; Mayumi KAMADA ; Masahiko NAKATSUI ; Akiko FUKAGAWA ; Toshiaki KATAYAMA ; Shuichi KAWASHIMA ; Kenji MIZUGUCHI ; Rika ABE
Japanese Journal of Drug Informatics 2023;24(4):187-195
Objective: Pharmaceutical documents such as the common technical document, package inserts (PIs), and interview forms (IFs) are available at the website of the Pharmaceuticals and Medical Devices Agency. However, because these documents were created with an emphasis on human readability in paper form, it is difficult to use the information included and interoperate these documents with computers. Using IFs, we will investigate how to structure pharmaceutical documents in the AI era to achieve both human and machine readability.Design/Methods: The IFs of arbitrary selected ten drugs were structured into Resource Description Framework (RDF) according to the Drug Interview Form Description Guidelines 2018 (updated version in 2019). The data were manually extracted from the IFs and entered into a spreadsheet before being converted to RDF by a written script. The PIs were converted to RDF in addition to the IFs. To examine the linkage with external databases, IDs in ChEMBL, which is a manually curated database of bioactive molecules with drug-like properties, were embedded in the RDF.Results: We demonstrated that the conversion of IFs and PIs into RDF makes it possible to easily retrieve the corresponding part of the PIs cited in the IFs. Furthermore, we quickly obtained the relevant data from ChEMBL, demonstrating the feasibility of linking IFs with an external database. Our attempt to RDFization of IFs is expected to encourage the development of web applications for healthcare professionals and the development of datasets for AI development.Conclusion: We could easily interoperate IFs with other pharmaceutical documents and an external database by converting IFs into RDF following the description guidelines. However, problems such as how to deal with items that were not described in the description guidelines were indicated. We hope that discussions will grow based on this effort and that related industries will move toward accomplishing effective use of these documents.
5.Prediction Model for Deficiency-Excess Patterns, Including Medium Pattern
Ayako MAEDA-MINAMI ; Tetsuhiro YOSHINO ; Kotoe KATAYAMA ; Yuko HORIBA ; Hiroaki HIKIAMI ; Yutaka SHIMADA ; Takao NAMIKI ; Eiichi TAHARA ; Kiyoshi MINAMIZAWA ; Shinichi MURAMATSU ; Rui YAMAGUCHI ; Seiya IMOTO ; Satoru MIYANO ; Hideki MIMA ; Masaru MIMURA ; Tomonori NAKAMURA ; Kenji WATANABE
Kampo Medicine 2020;71(4):315-325
We have previously reported on a predictive model for deficiency-excess pattern diagnosis that was unable to predict the medium pattern. In this study, we aimed to develop predictive models for deficiency, medium,and excess pattern diagnosis, and to confirm whether cutoff values for diagnosis differed between the clinics. We collected data from patients' first visit to one of six Kampo clinics in Japan from January 2012 to February 2015. Exclusion criteria included unwillingness to participate in the study, missing data, duplicate data, under 20 years old, 20 or less subjective symptoms, and irrelevant patterns. In total, 1,068 participants were included. Participants were surveyed using a 153-item questionnaire. We constructed a predictive model for deficiency, medium, and excess pattern diagnosis using a random forest algorithm from training data, and extracted the most important items. We calculated predictive values for each participant by applying their data to the predictive model, and created receiver operating characteristic (ROC) curves with excess-medium and medium-deficiency patterns. Furthermore, we calculated the cutoff value for these patterns in each clinic using ROC curves, and compared them. Body mass index and blood pressure were the most important items. In all clinics, the cutoff values for diagnosis of excess-medium and medium-deficiency patterns was > 0.5 and < 0.5, respectively. We created a predictive model for deficiency, medium, and excess pattern diagnosis from the data of six Kampo clinics in Japan. The cutoff values for these patterns fell within a narrow range in the six clinics.
6.Serum lactate dehydrogenase is a possible predictor of platinum resistance in ovarian cancer
Asami IKEDA ; Ken YAMAGUCHI ; Hajime YAMAKAGE ; Kaoru ABIKO ; Noriko SATOH-ASAHARA ; Kenji TAKAKURA ; Ikuo KONISHI
Obstetrics & Gynecology Science 2020;63(6):709-718
Objective:
The need for tailoring ovarian cancer treatments to individual patients is increasing. This study aimed to evaluate the prognostic value of pretreatment laboratory test data for predicting the response and survival outcomes of platinumbased chemotherapy in ovarian cancer.
Methods:
We enrolled 270 patients with ovarian cancer diagnosed at the Kyoto Medical Center (n=120; group A) and Kyoto University (n=150; group B). Data on 9 blood parameters (neutrophil to lymphocyte ratio [NLR], platelet to lymphocyte rate [PLR], C-reactive protein, lactate dehydrogenase [LDH], glucose, total cholesterol, high-density lipoprotein [HDL], low-density lipoprotein, and triglyceride levels), cancer pathology, cancer stage, cytoreduction outcomes, serum cancer antigen 125 levels, platinum-free interval (PFI), disease-free survival (DFS), and overall survival were assessed retrospectively.
Results:
NLR, PLR, LDH, and HDL were significantly different in advanced stage patients (P<0.001, <0.001, 0.029, and <0.001, respectively). The Kaplan-Meier curves revealed that high LDH level (≥250 U/L) was associated with reduced PFI (P=0.037 and 0.012) and DFS (P=0.007 and 0.002) in groups A and B, respectively. High NLR (≥4) was associated with reduced DFS in both groups (P=0.036 and 0.005, respectively). LDH showed higher area under the curve (AUC) values in predicting platinum resistance with a PFI of less than 6 months and 12 months (AUC=0.606 and 0.646, respectively) than NLR. In the multivariate analysis, LDH remained significant (P=0.019) after adjusting for the 9 blood parameters.
Conclusion
Serum LDH level may possibly predict platinum resistance and prognosis in ovarian cancer and may be useful when developing precision medicine for individual patients.
7.Health promotion for workers focusing on physical activity and sedentary behavior: Epidemiological studies in occupational health at the Physical Fitness Research Institute
Yuko KAI ; Naruki KITANO ; Takashi JINDO ; Kenji TSUNODA ; Toshiya NAGAMATSU ; Takashi ARAO
Japanese Journal of Physical Fitness and Sports Medicine 2020;69(6):429-436
Health issues with workers include many aspects that scientific research in physical fitness and sports medicine can contribute to. Nevertheless, in Japan, there are few studies on the health problems in workers reported in the field of physical fitness and sports medicine. One reason could be the difficulty of obtaining cooperation in research from companies. This paper introduces results of epidemiological studies on health problems in workers by the Physical Fitness Research Institute. Our research serves as an example of physical fitness and sports medicine studies, including methods for securing fields for research. For the last decade, various epidemiological studies on worker’s mental health, sleep, non-alcoholic fatty liver disease, and labor related issues have been conducted in our research institute. Most of these studies indicated that lack of physical activity is associated with these indicators in Japanese workers. In recent years, we have also been conducting observational and interventional studies focusing on sedentary behavior in workers. Physical activity is deeply linked to worker’s health, therefore, the important approach to start a research in occupational health is to plan research that solves the company’s health challenges. In occupational health, the needs to promote physical activity and to reduce sitting time are growing under the movement of “Health and Productivity Management” and burden of the COVID-19 pandemic. We believe that current challenges provide an opportunity to advance physical fitness and sports medicine research in occupational health.
8.Serum lactate dehydrogenase is a possible predictor of platinum resistance in ovarian cancer
Asami IKEDA ; Ken YAMAGUCHI ; Hajime YAMAKAGE ; Kaoru ABIKO ; Noriko SATOH-ASAHARA ; Kenji TAKAKURA ; Ikuo KONISHI
Obstetrics & Gynecology Science 2020;63(6):709-718
Objective:
The need for tailoring ovarian cancer treatments to individual patients is increasing. This study aimed to evaluate the prognostic value of pretreatment laboratory test data for predicting the response and survival outcomes of platinumbased chemotherapy in ovarian cancer.
Methods:
We enrolled 270 patients with ovarian cancer diagnosed at the Kyoto Medical Center (n=120; group A) and Kyoto University (n=150; group B). Data on 9 blood parameters (neutrophil to lymphocyte ratio [NLR], platelet to lymphocyte rate [PLR], C-reactive protein, lactate dehydrogenase [LDH], glucose, total cholesterol, high-density lipoprotein [HDL], low-density lipoprotein, and triglyceride levels), cancer pathology, cancer stage, cytoreduction outcomes, serum cancer antigen 125 levels, platinum-free interval (PFI), disease-free survival (DFS), and overall survival were assessed retrospectively.
Results:
NLR, PLR, LDH, and HDL were significantly different in advanced stage patients (P<0.001, <0.001, 0.029, and <0.001, respectively). The Kaplan-Meier curves revealed that high LDH level (≥250 U/L) was associated with reduced PFI (P=0.037 and 0.012) and DFS (P=0.007 and 0.002) in groups A and B, respectively. High NLR (≥4) was associated with reduced DFS in both groups (P=0.036 and 0.005, respectively). LDH showed higher area under the curve (AUC) values in predicting platinum resistance with a PFI of less than 6 months and 12 months (AUC=0.606 and 0.646, respectively) than NLR. In the multivariate analysis, LDH remained significant (P=0.019) after adjusting for the 9 blood parameters.
Conclusion
Serum LDH level may possibly predict platinum resistance and prognosis in ovarian cancer and may be useful when developing precision medicine for individual patients.
9.Significance of Membranous Urethral Length for Recovery From Postoperative Urinary Incontinence Following Holmium Laser Enucleation of the Prostate
Shintaro OKA ; Keita KOBAYASHI ; Kenji MATSUDA ; Kimio TAKAI
International Neurourology Journal 2020;24(4):358-364
Purpose:
The aim of this study was to determine the significance of the membranous urethral length (MUL), including the thickness of the urethral sphincter, for recovery from postoperative stress urinary incontinence (SUI) following holmium laser enucleation of the prostate (HoLEP).
Methods:
We analyzed 78 patients who underwent HoLEP between June 2013 and September 2018, all of whom preoperatively received magnetic resonance imaging. MUL was measured using sagittal T2-weighted fast spin-echo images. The clinical and anatomical factors associated with MUL were evaluated. The recovery time of urinary incontinence was compared between patients with a long MUL (≥14 mm) and a short MUL (<14 mm). SUI included both stress and mixed urinary incontinence. Continence was defined as complete dryness.
Results:
The median MUL in patients without incontinence at 1 month postoperatively was significantly longer than the MUL in patients with incontinence (15.3 mm vs. 12.7 mm, P<0.001). The continence rates at 1 month after HoLEP in patients with longer MULs and shorter MULs were 80.4% and 30.0%, respectively. The recovery time of urinary incontinence in patients with longer MULs (≥14 mm) was significantly shorter than that in patients with shorter MULs (<14 mm) (log-rank test, P=0.001). After 6 months, the continence rates in patients with longer MULs and shorter MULs were similar (97%). MUL was significantly correlated with the recovery period of urinary incontinence (r=-0.459, P<0.001).
Conclusions
MUL was useful for predicting early recovery from urinary incontinence following HoLEP. This study provides evidence that postoperative urinary incontinence following a transurethral procedure for benign prostatic hyperplasia was associated with anatomical factors. A long MUL was associated with better tolerance to urinary sphincter damage by the transurethral procedure.
10.Glycosylation engineering of therapeutic IgG antibodies: challenges for the safety, functionality and efficacy.
Yusuke MIMURA ; Toshihiko KATOH ; Radka SALDOVA ; Roisin O'FLAHERTY ; Tomonori IZUMI ; Yuka MIMURA-KIMURA ; Toshiaki UTSUNOMIYA ; Yoichi MIZUKAMI ; Kenji YAMAMOTO ; Tsuneo MATSUMOTO ; Pauline M RUDD
Protein & Cell 2018;9(1):47-62
Glycosylation of the Fc region of IgG has a profound impact on the safety and clinical efficacy of therapeutic antibodies. While the biantennary complex-type oligosaccharide attached to Asn297 of the Fc is essential for antibody effector functions, fucose and outer-arm sugars attached to the core heptasaccharide that generate structural heterogeneity (glycoforms) exhibit unique biological activities. Hence, efficient and quantitative glycan analysis techniques have been increasingly important for the development and quality control of therapeutic antibodies, and glycan profiles of the Fc are recognized as critical quality attributes. In the past decade our understanding of the influence of glycosylation on the structure/function of IgG-Fc has grown rapidly through X-ray crystallographic and nuclear magnetic resonance studies, which provides possibilities for the design of novel antibody therapeutics. Furthermore, the chemoenzymatic glycoengineering approach using endoglycosidase-based glycosynthases may facilitate the development of homogeneous IgG glycoforms with desirable functionality as next-generation therapeutic antibodies. Thus, the Fc glycans are fertile ground for the improvement of the safety, functionality, and efficacy of therapeutic IgG antibodies in the era of precision medicine.
Animals
;
Antibodies, Monoclonal
;
adverse effects
;
pharmacokinetics
;
therapeutic use
;
Glycosylation
;
Humans
;
Immunoglobulin G
;
chemistry
;
metabolism
;
Protein Engineering
;
methods
;
Receptors, Fc
;
chemistry
;
metabolism
;
Treatment Outcome


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