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1.
J Med Internet Res ; 22(6): e18938, 2020 06 02.
Article in English | MEDLINE | ID: mdl-32340974

ABSTRACT

BACKGROUND: The integrity of data in a clinical trial is essential, but the current data management process is too complex and highly labor-intensive. As a result, clinical trials are prone to consuming a lot of budget and time, and there is a risk for human-induced error and data falsification. Blockchain technology has the potential to address some of these challenges. OBJECTIVE: The aim of the study was to validate a system that enables the security of medical data in a clinical trial using blockchain technology. METHODS: We have developed a blockchain-based data management system for clinical trials and tested the system through a clinical trial for breast cancer. The project was conducted to demonstrate clinical data management using blockchain technology under the regulatory sandbox enabled by the Japanese Cabinet Office. RESULTS: We verified and validated the data in the clinical trial using the validation protocol and tested its resilience to data tampering. The robustness of the system was also proven by survival with zero downtime for clinical data registration during a Amazon Web Services disruption event in the Tokyo region on August 23, 2019. CONCLUSIONS: We show that our system can improve clinical trial data management, enhance trust in the clinical research process, and ease regulator burden. The system will contribute to the sustainability of health care services through the optimization of cost for clinical trials.


Subject(s)
Blockchain/standards , Breast Neoplasms/epidemiology , Data Analysis , Female , Humans , Reproducibility of Results
2.
J Med Internet Res ; 21(5): e13385, 2019 05 16.
Article in English | MEDLINE | ID: mdl-31099337

ABSTRACT

BACKGROUND: Blockchain is emerging as an innovative technology for secure data management in many areas, including medical practice. A distributed blockchain network is tolerant against network fault, and the registered data are resistant to tampering and revision. The technology has a high affinity with digital medicine like mobile health (mHealth) and provides reliability to the medical data without labor-intensive third-party contributions. On the other hand, the reliability of the medical data is not insured before registration to the blockchain network. Furthermore, there are issues with regard to how the clients' mobile devices should be dealt with and authenticated in the blockchain network in order to avoid impersonation. OBJECTIVE: The aim of the study was to design and validate an mHealth system that enables the compatibility of the security and scalability of the medical data using blockchain technology. METHODS: We designed an mHealth system that sends medical data to the blockchain network via relay servers. The architecture provides scalability and convenience of operation of the system. In order to ensure the reliability of the data from clients' mobile devices, hash values with chain structure (client hashchain) were calculated in the clients' devices and the results were registered on the blockchain network. RESULTS: The system was applied and deployed in mHealth for insomnia treatment. Clinical trials for mHealth were conducted with insomnia patients. Medical data of the recruited patients were successfully registered with the blockchain network via relay servers along with the hashchain calculated on the clients' mobile devices. The correctness of the data was validated by identifying illegal data, which were made by simulating fraudulent access. CONCLUSIONS: Our proposed mHealth system, blockchain combined with client hashchain, ensures compatibility of security and scalability in the data management of mHealth medical practice. TRIAL REGISTRATION: UMIN Clinical Trials Registry UMIN000032951; https://upload.umin.ac.jp/cgi-open- bin/ctr_e/ctr_view.cgi?recptno=R000037564 (Archived by WebCite at http://www.webcitation.org/78HP5iFIw).


Subject(s)
Blockchain/trends , Data Management/methods , Telemedicine/methods , Humans , Reproducibility of Results , Research Design , Validation Studies as Topic
3.
Amyloid ; 23(1): 39-45, 2016.
Article in English | MEDLINE | ID: mdl-26763274

ABSTRACT

BACKGROUND: Liver transplantation halts production of mutated transthyretin (TTR), and thus it is an accepted treatment, with improved survival, in patients with hereditary (familial) amyloidosis with polyneuropathy (FAP). However, the effects of transplantation on the clinical manifestations of FAP have not yet been adequately clarified. This study aimed to investigate whether liver transplantation would improve the long-term clinical manifestations in FAP patients who had undergone transplantations. PATIENTS AND METHODS: We assessed 29 non-transplant and 36 transplant FAP V30M patients using an FAP clinical scoring system. RESULTS: The total clinical score of the non-transplant group increased and was significantly correlated with FAP duration; that of the transplant group increased slowly after transplantation. In patients 5 years or more after FAP onset, the total clinical scores of the transplant group were significantly lower than those of the non-transplant group. In the same patients, scores for sensory, motor, autonomic and organ impairments of the transplant group were significantly lower than those of the non-transplant group. CONCLUSIONS: Liver transplantation had beneficial effects on FAP clinical manifestations in patients with FAP TTR V30M. Liver transplantation should therefore be considered as an effective treatment in the clinical management of patients with FAP TTR V30M.


Subject(s)
Amyloid Neuropathies, Familial/surgery , Liver Transplantation , Polyneuropathies/surgery , Prealbumin/genetics , Adult , Aged , Amyloid Neuropathies, Familial/genetics , Female , Humans , Male , Middle Aged , Mutation, Missense , Polyneuropathies/genetics , Treatment Outcome , Young Adult
4.
Stroke ; 46(2): 572-4, 2015 Feb.
Article in English | MEDLINE | ID: mdl-25523059

ABSTRACT

BACKGROUND AND PURPOSE: Educating the youth about stroke is a promising approach for spreading stroke knowledge. The aim of this study was to verify communication of stroke knowledge to parents by educating junior high school students about stroke. METHODS: We enrolled 1127 junior high school students (age, 13-15 years) and their parents in the Tochigi prefecture, Japan. All students received a stroke lesson, watched an animated cartoon, and read the related Manga comic as educational aids. The students took back home the Manga and discussed what they learned with their parents. Questionnaires on stroke knowledge were given to all at baseline and immediately after the lesson. RESULTS: A total of 1125 students and 915 parents answered the questionnaires. In the students, the frequency of correct answers increased significantly for all questions on stroke symptoms except for headache, and for all questions on risk factors after the lesson. In the parents, the correct answer rates increased for stroke symptoms except for headache and numbness in one side of the body, and for all questions on risk factors except for hypertension. Ninety-one percent of students and 92.7% of parents correctly understood the Face, Arm, Speech, and Time (FAST) mnemonic after the lesson. CONCLUSIONS: Improvement of stroke knowledge immediately after the stroke lesson was observed in parents as well as their children, which indicated that our teaching materials using the Manga was effective in delivering the stroke knowledge to parents through their children.


Subject(s)
Health Knowledge, Attitudes, Practice/ethnology , Parent-Child Relations/ethnology , Parents , Patient Education as Topic/methods , Stroke/ethnology , Students , Adolescent , Adult , Female , Humans , Japan/epidemiology , Male , Risk Factors , Schools , Stroke/prevention & control
5.
J Stroke Cerebrovasc Dis ; 23(7): 1877-81, 2014 Aug.
Article in English | MEDLINE | ID: mdl-24794944

ABSTRACT

BACKGROUND: Stroke education for the youth is expected to reduce prehospital delay by informing the bystander of appropriate action to take and providing knowledge to prevent onset of stroke in future. Previously, we developed effective teaching materials consisting of an animated cartoon and a Manga for junior high school students. The aim of this study was to evaluate the feasibility and effectiveness of our educational materials for stroke education taught by schoolteachers to elementary school children. METHODS: Using our teaching materials, a 30-minute lesson was given by trained general schoolteachers. Questionnaires on stroke knowledge (symptoms and risk factors) and action to take on identification of suspected stroke symptoms were filled out by school children before, immediately after, and at 3 months after completion of the lesson. RESULTS: A total of 219 children (aged 10 or 11 years) received the stroke lesson. Stroke knowledge significantly increased immediately after the lesson compared with before (symptoms, P < .001; risk factors, P < .001); however, correct answer rates decreased at 3 months immediately after completion of the lesson (symptoms, P = .002; risk factors, P = .045). The proportion of the number of children calling emergency medical service on identifying stroke symptoms was higher immediately after the lesson than baseline (P = .007) but returned to the baseline at 3 months after the lesson. CONCLUSIONS: Stroke lesson by schoolteachers using our teaching materials consisting of an animated cartoon and a Manga that was previously used for junior high school students was feasible for elementary school children. However, revision of the materials is required for better retention of stroke knowledge for children.


Subject(s)
Health Education/methods , Motion Pictures , Stroke , Child , Feasibility Studies , Female , Humans , Male , Patient Acceptance of Health Care , Risk Factors , Schools , Students , Surveys and Questionnaires
6.
J Stroke Cerebrovasc Dis ; 23(3): e241-2, 2014 Mar.
Article in English | MEDLINE | ID: mdl-24295602

ABSTRACT

The location of white matter lesions, especially in the anterior temporal poles (ATP), is helpful in the diagnosis of cerebral autosomal dominant arteriopathy with subcortical infarcts and leukoencephalopathy (CADASIL). We report a 49-year-old man with CADASIL who developed migraine with atypical aura, silent lacunar infarcts, and leukoencephalopathy without involvement of the ATP. The prevalence of migraine with aura in subjects with CADASIL is several times greater than that in the general population. Particularly in patients with CADASIL, the aura is often atypical (hemiplegic, basilar, or prolonged). A diagnosis of CADASIL should be considered in patients with lacunar infarcts, leukoencephalopathy, and migraine with atypical aura, even in the absence of white matter lesion in the ATPs.


Subject(s)
Brain/pathology , CADASIL/diagnosis , CADASIL/complications , CADASIL/genetics , CADASIL/pathology , DNA Mutational Analysis , Genetic Predisposition to Disease , Humans , Magnetic Resonance Imaging , Male , Middle Aged , Migraine with Aura/complications , Phenotype , Point Mutation , Receptor, Notch3 , Receptors, Notch/genetics
7.
Protein Sci ; 13(8): 2170-83, 2004 Aug.
Article in English | MEDLINE | ID: mdl-15273311

ABSTRACT

We propose a new method for classifying and identifying transmembrane (TM) protein functions in proteome-scale by applying a single-linkage clustering method based on TM topology similarity, which is calculated simply from comparing the lengths of loop regions. In this study, we focused on 87 prokaryotic TM proteomes consisting of 31 proteobacteria, 22 gram-positive bacteria, 19 other bacteria, and 15 archaea. Prior to performing the clustering, we first categorized individual TM protein sequences as "known," "putative" (similar to "known" sequences), or "unknown" by using the homology search and the sequence similarity comparison against SWISS-PROT to assess the current status of the functional annotation of the TM proteomes based on sequence similarity only. More than three-quarters, that is, 75.7% of the TM protein sequences are functionally "unknown," with only 3.8% and 20.5% of them being classified as "known" and "putative," respectively. Using our clustering approach based on TM topology similarity, we succeeded in increasing the rate of TM protein sequences functionally classified and identified from 24.3% to 60.9%. Obtained clusters correspond well to functional superfamilies or families, and the functional classification and identification are successfully achieved by this approach. For example, in an obtained cluster of TM proteins with six TM segments, 109 sequences out of 119 sequences annotated as "ATP-binding cassette transporter" are properly included and 122 "unknown" sequences are also contained.


Subject(s)
Algorithms , Membrane Proteins/chemistry , Membrane Proteins/classification , Prokaryotic Cells/chemistry , Proteome/chemistry , Sequence Homology, Amino Acid , Computational Biology , Databases, Genetic , Protein Structure, Tertiary
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