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Author

Kazuhiko Mori

Bio: Kazuhiko Mori is an academic researcher from Kyoto Prefectural University of Medicine. The author has contributed to research in topics: Glaucoma & Intraocular pressure. The author has an hindex of 17, co-authored 86 publications receiving 1270 citations.


Papers
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Journal ArticleDOI
TL;DR: A DL model for glaucoma using spectral-domain OCT offers a substantive increase in diagnostic performance, and the primary outcome measure was the area under the receiver operating characteristic curve (AROC).

151 citations

Journal ArticleDOI
Chiea Chuen Khor1, Chiea Chuen Khor2, Tan Do, Hongyan Jia3  +248 moreInstitutions (70)
TL;DR: It is confirmed that significant association at three previously described loci (P < 5 × 10−8 for each sentinel SNP at PLEKHA7, COL11A1, and PCMTD1–ST18), providing new insights into the biology of PACG, is confirmed.
Abstract: Primary angle closure glaucoma (PACG) is a major cause of blindness worldwide. We conducted a genome-wide association study (GWAS) followed by replication in a combined total of 10,503 PACG cases and 29,567 controls drawn from 24 countries across Asia, Australia, Europe, North America, and South America. We observed significant evidence of disease association at five new genetic loci upon meta-analysis of all patient collections. These loci are at EPDR1 rs3816415 (odds ratio (OR) = 1.24, P = 5.94 × 10(-15)), CHAT rs1258267 (OR = 1.22, P = 2.85 × 10(-16)), GLIS3 rs736893 (OR = 1.18, P = 1.43 × 10(-14)), FERMT2 rs7494379 (OR = 1.14, P = 3.43 × 10(-11)), and DPM2-FAM102A rs3739821 (OR = 1.15, P = 8.32 × 10(-12)). We also confirmed significant association at three previously described loci (P < 5 × 10(-8) for each sentinel SNP at PLEKHA7, COL11A1, and PCMTD1-ST18), providing new insights into the biology of PACG.

135 citations

Journal ArticleDOI
TL;DR: It turned out that 3 genetic loci probably associated with POAG have been identified, and these findings would provide the foundation for future studies to build on, such as for the metaanalysis, to reveal the molecular mechanism of the POAG pathogenesis.
Abstract: Primary open-angle glaucoma (POAG) is the major type of glaucoma. To discover genetic markers associated with POAG, we examined a total of 1,575 Japanese subjects in a genome-wide association study (stage 1) and a subsequent study (stage 2). Both studies were carried out at a single institution. In the stage 1 association study, we compared SNPs between 418 POAG patients and 300 control subjects. First, low-quality data were eliminated by a stringent filter, and 331,838 autosomal SNPs were selected for analysis. Poorly clustered SNPs were eliminated by a visual assessment, leaving 255 that showed a significant deviation (P < 0.001) in the allele frequency comparison. In the stage 2 analysis, we tested these 255 SNPs for association in DNA samples from a separate group of 409 POAG and 448 control subjects. High-quality genotype data were selected and used to calculate the combined P values of stages 1 and 2 by the Mantel-Haenszel test. These analyses yielded 6 SNPs with P < 0.0001. All 6 SNPs showed a significant association (P < 0.05) in stage 2, demonstrating a confirmed association with POAG. Although we could not link the SNPs to the annotated gene(s), it turned out that we have identified 3 genetic loci probably associated with POAG. These findings would provide the foundation for future studies to build on, such as for the metaanalysis, to reveal the molecular mechanism of the POAG pathogenesis.

113 citations

Journal ArticleDOI
Zheng Li1, R. Rand Allingham2, Masakazu Nakano, Liyun Jia3, Yuhong Chen, Yoko Ikeda, Baskaran Mani4, Li Jia Chen5, Changwon Kee6, David F. Garway-Heath7, Sarangapani Sripriya8, Nobuo Fuse, Khaled K. Abu-Amero9, Khaled K. Abu-Amero10, Chukai Huang11, Prasanthi Namburi, Kathryn P. Burdon12, Kathryn P. Burdon13, Shamira A. Perera4, Shamira A. Perera14, Puya Gharahkhani15, Ying Lin16, Morio Ueno, Mineo Ozaki, Takanori Mizoguchi, SR Krishnadas17, Essam A. Osman9, Mei Chin Lee, Anita S Y Chan14, Liza-Sharmini Ahmad Tajudin18, Tan Do, Aurelien Goncalves, Pascal Reynier, Hong Zhang19, Rupert R A Bourne20, David Goh14, David C Broadway21, Rahat Husain14, Anil Negi, Daniel H. Su14, Ching-Lin Ho14, Augusto Azuara Blanco22, Christopher Kai-shun Leung5, Tina T. Wong4, Tina T. Wong14, Azhany Yakub18, Yutao Liu2, Yutao Liu23, Monisha E. Nongpiur4, Jong Chul Han6, Do Nhu Hon, Balekudaru Shantha8, Bowen Zhao3, Jinghong Sang3, Nihong Zhang3, Ryuichi Sato, Kengo Yoshii24, Songhomita Panda-Jonas25, Allison E. Ashley Koch2, Leon W. Herndon2, Sayoko E. Moroi, Pratap Challa2, Jia Nee Foo1, Jin-Xin Bei26, Yi Xin Zeng26, Cameron P. Simmons27, Tran Nguyen Bich Chau27, Philomenadin Ferdinamarie Sharmila8, Merwyn Chew, Blanche Lim, Pansy O.S. Tam5, Elaine Chua, Xiao Yu Ng, Victor H. K. Yong, Yaan Fun Chong, Wee Yang Meah1, Saravanan Vijayan, Sohn Seongsoo6, Wang Xu4, Yik Ying Teo1, Yik Ying Teo4, Jessica N. Cooke Bailey28, Jae H. Kang29, Jonathan L. Haines28, Ching-Yu Cheng, Seang-Mei Saw4, E-Shyong Tai4, Julia E. Richards30, Robert Ritch31, Douglas E. Gaasterland, Louis R. Pasquale29, Louis R. Pasquale32, Jianjun Liu1, Jost B. Jonas25, Dan Milea4, Dan Milea14, Ronnie George8, Saleh A. Al-Obeidan9, Kazuhiko Mori, Stuart MacGregor15, Alex W. Hewitt33, Alex W. Hewitt13, Christopher A. Girkin34, Mingzhi Zhang11, Periasamy Sundaresan, Lingam Vijaya8, David A. Mackey13, David A. Mackey35, Tien Yin Wong14, Jamie E Craig12, Xinghuai Sun36, Shigeru Kinoshita, Janey L. Wiggs34, Chiea Chuen Khor1, Zhenglin Yang16, Zhenglin Yang37, Chi Pui Pang5, Ningli Wang3, Michael A. Hauser2, Kei Tashiro, Tin Aung, Eranga N. Vithana4 
TL;DR: Exome Array analysis on POAG cases and controls confirmed strong evidence of association at CDKN2B-AS1 and observed one SNP showing significant association to POAG, which has previously been shown to be strongly associated with optic disc area and vertical cup-to-disc ratio.
Abstract: Primary open angle glaucoma (POAG), a major cause of blindness worldwide, is a complex disease with a significant genetic contribution. We performed Exome Array (Illumina) analysis on 3504 POAG cases and 9746 controls with replication of the most significant findings in 9173 POAG cases and 26 780 controls across 18 collections of Asian, African and European descent. Apart from confirming strong evidence of association at CDKN2B-AS1 (rs2157719 [G], odds ratio [OR] = 0.71, P = 2.81 × 10−33), we observed one SNP showing significant association to POAG (CDC7–TGFBR3 rs1192415, ORG-allele = 1.13, Pmeta = 1.60 × 10−8). This particular SNP has previously been shown to be strongly associated with optic disc area and vertical cup-to-disc ratio, which are regarded as glaucoma-related quantitative traits. Our study now extends this by directly implicating it in POAG disease pathogenesis.

108 citations

Journal ArticleDOI
Tin Aung1, Tin Aung2, Mineo Ozaki3, Mei Chin Lee1  +312 moreInstitutions (100)
TL;DR: A rare protective allele at LOXL1 is identified through deep resequencing of XFS cases and controls and a potential role for naturally occurring rare LO XL1 variants in disease biology is highlighted.
Abstract: Exfoliation syndrome (XFS) is the most common known risk factor for secondary glaucoma and a major cause of blindness worldwide Variants in two genes, LOXL1 and CACNA1A, have previously been associated with XFS To further elucidate the genetic basis of XFS, we collected a global sample of XFS cases to refine the association at LOXL1, which previously showed inconsistent results across populations, and to identify new variants associated with XFS We identified a rare protective allele at LOXL1 (pPhe407, odds ratio (OR) = 25, P = 29 × 10-14) through deep resequencing of XFS cases and controls from nine countries A genome-wide association study (GWAS) of XFS cases and controls from 24 countries followed by replication in 18 countries identified seven genome-wide significant loci (P < 5 × 10-8) We identified association signals at 13q12 (POMP), 11q233 (TMEM136), 6p21 (AGPAT1), 3p24 (RBMS3) and 5q23 (near SEMA6A) These findings provide biological insights into the pathology of XFS and highlight a potential role for naturally occurring rare LOXL1 variants in disease biology

104 citations


Cited by
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Journal ArticleDOI
22 Sep 2016
TL;DR: Primary open-angle glaucoma (POAG) is the most common type and management of POAG includes topical drug therapies and surgery to reduce IOP, although new therapies targeting neuroprotection of RGCs and axonal regeneration are under development.
Abstract: Glaucoma is an optic neuropathy that is characterized by the progressive degeneration of the optic nerve, leading to visual impairment. Glaucoma is the main cause of irreversible blindness worldwide, but typically remains asymptomatic until very severe. Open-angle glaucoma comprises the majority of cases in the United States and western Europe, of which, primary open-angle glaucoma (POAG) is the most common type. By contrast, in China and other Asian countries, angle-closure glaucoma is highly prevalent. These two types of glaucoma are characterized based on the anatomic configuration of the aqueous humour outflow pathway. The pathophysiology of POAG is not well understood, but it is an optic neuropathy that is thought to be associated with intraocular pressure (IOP)-related damage to the optic nerve head and resultant loss of retinal ganglion cells (RGCs). POAG is generally diagnosed during routine eye examination, which includes fundoscopic evaluation and visual field assessment (using perimetry). An increase in IOP, measured by tonometry, is not essential for diagnosis. Management of POAG includes topical drug therapies and surgery to reduce IOP, although new therapies targeting neuroprotection of RGCs and axonal regeneration are under development.

955 citations

Journal ArticleDOI
TL;DR: There are also potential challenges with DL application in ophthalmology, including clinical and technical challenges, explainability of the algorithm results, medicolegal issues, and physician and patient acceptance of the AI ‘black-box’ algorithms.
Abstract: Artificial intelligence (AI) based on deep learning (DL) has sparked tremendous global interest in recent years. DL has been widely adopted in image recognition, speech recognition and natural language processing, but is only beginning to impact on healthcare. In ophthalmology, DL has been applied to fundus photographs, optical coherence tomography and visual fields, achieving robust classification performance in the detection of diabetic retinopathy and retinopathy of prematurity, the glaucoma-like disc, macular oedema and age-related macular degeneration. DL in ocular imaging may be used in conjunction with telemedicine as a possible solution to screen, diagnose and monitor major eye diseases for patients in primary care and community settings. Nonetheless, there are also potential challenges with DL application in ophthalmology, including clinical and technical challenges, explainability of the algorithm results, medicolegal issues, and physician and patient acceptance of the AI ‘black-box’ algorithms. DL could potentially revolutionise how ophthalmology is practised in the future. This review provides a summary of the state-of-the-art DL systems described for ophthalmic applications, potential challenges in clinical deployment and the path forward.

669 citations

Journal ArticleDOI
TL;DR: The roles of members of the lysyl oxidase (LOX) family in the remodelling of the tumour microenvironment and their paradoxical roles in tumorigenesis and metastasis are discussed.
Abstract: The therapeutic targeting of extracellular proteins is becoming hugely attractive in light of evidence implicating the tumour microenvironment as pivotal in all aspects of tumour initiation and progression. Members of the lysyl oxidase (LOX) family of proteins are secreted by tumours and are the subject of much effort to understand their roles in cancer. In this Review we discuss the roles of members of this family in the remodelling of the tumour microenvironment and their paradoxical roles in tumorigenesis and metastasis. We also discuss how targeting this family of proteins might lead to a new avenue of cancer therapeutics.

453 citations

Journal ArticleDOI
TL;DR: Changes in ECM associated with open-angle glaucoma have been identified and several cytokines, growth factors and drugs, which affect the outflow resistance, change ECM component expression, mRNA alternative splicing, cellular cytoskeletal organization or all of these.

418 citations

28 Aug 2014
TL;DR: Loss-of-function mutations in humans provide strong evidence that SLC30A8 haploinsufficiency protects against type 2 diabetes, suggesting ZnT8 inhibition as a therapeutic strategy in T2D prevention.
Abstract: Loss-of-function mutations protective against human disease provide in vivo validation of therapeutic targets, but none have yet been described for type 2 diabetes (T2D). Through sequencing or genotyping of ∼150,000 individuals across 5 ancestry groups, we identified 12 rare protein-truncating variants in SLC30A8, which encodes an islet zinc transporter (ZnT8) and harbors a common variant (p.Trp325Arg) associated with T2D risk and glucose and proinsulin levels. Collectively, carriers of protein-truncating variants had 65% reduced T2D risk (P = 1.7 × 10−6), and non-diabetic Icelandic carriers of a frameshift variant (p.Lys34Serfs*50) demonstrated reduced glucose levels (−0.17 s.d., P = 4.6 × 10−4). The two most common protein-truncating variants (p.Arg138* and p.Lys34Serfs*50) individually associate with T2D protection and encode unstable ZnT8 proteins. Previous functional study of SLC30A8 suggested that reduced zinc transport increases T2D risk, and phenotypic heterogeneity was observed in mouse Slc30a8 knockouts. In contrast, loss-of-function mutations in humans provide strong evidence that SLC30A8 haploinsufficiency protects against T2D, suggesting ZnT8 inhibition as a therapeutic strategy in T2D prevention.

370 citations