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1.
Plant Mol Biol ; 114(5): 99, 2024 Sep 16.
Article in English | MEDLINE | ID: mdl-39285107

ABSTRACT

Leaf senescence and abscission in autumn are critical phenological events in deciduous woody perennials. After leaf fall, dormant buds remain on deciduous woody perennials, which then enter a winter dormancy phase. Thus, leaf fall is widely believed to be linked to the onset of dormancy. In Rosaceae fruit trees, DORMANCY-ASSOCIATED MADS-box (DAM) transcription factors control bud dormancy. However, apart from their regulatory effects on bud dormancy, the biological functions of DAMs have not been thoroughly characterized. In this study, we revealed a novel DAM function influencing leaf senescence and abscission in autumn. In Prunus mume, PmDAM6 expression was gradually up-regulated in leaves during autumn toward leaf fall. Our comparative transcriptome analysis using two RNA-seq datasets for the leaves of transgenic plants overexpressing PmDAM6 and peach (Prunus persica) DAM6 (PpeDAM6) indicated Prunus DAM6 may up-regulate the expression of genes involved in ethylene biosynthesis and signaling as well as leaf abscission. Significant increases in 1-aminocyclopropane-1-carboxylate accumulation and ethylene emission in DEX-treated 35S:PmDAM6-GR leaves reflect the inductive effect of PmDAM6 on ethylene biosynthesis. Additionally, ethephon treatments promoted autumn leaf senescence and abscission in apple and P. mume, mirroring the changes due to PmDAM6 overexpression. Collectively, these findings suggest that PmDAM6 may induce ethylene emission from leaves, thereby promoting leaf senescence and abscission. This study clarified the effects of Prunus DAM6 on autumn leaf fall, which is associated with bud dormancy onset. Accordingly, in Rosaceae, DAMs may play multiple important roles affecting whole plant growth during the tree dormancy induction phase.


Subject(s)
Ethylenes , Gene Expression Regulation, Plant , Plant Leaves , Plant Proteins , Prunus , Ethylenes/metabolism , MADS Domain Proteins/genetics , MADS Domain Proteins/metabolism , Plant Dormancy/genetics , Plant Growth Regulators/metabolism , Plant Leaves/genetics , Plant Leaves/growth & development , Plant Proteins/genetics , Plant Proteins/metabolism , Plant Senescence , Plants, Genetically Modified , Prunus/genetics , Prunus/growth & development , Prunus/physiology , Prunus persica/genetics , Prunus persica/growth & development , Prunus persica/metabolism , Seasons
2.
Jpn J Ophthalmol ; 2024 Aug 19.
Article in English | MEDLINE | ID: mdl-39158757

ABSTRACT

PURPOSE: To explore the frequency and positions of genetic mutations in CYP1B1 and FOXC1 in a Japanese population. STUDY DESIGN: Molecular genetic analysis. METHODS: Genomic DNA was extracted from 31 Japanese patients with childhood glaucoma (CG) from 29 families. We examined the CYP1B, FOXC1, and MYOC genes using Sanger sequencing and whole-exome sequencing (WES). RESULTS: For CYP1B1, we identified 9 families that harbored novel mutations, p.A202T, p.D274E, p.Q340*, and p.V420G; the remaining mutations had been previously reported. When mapped to the CYP1B1 protein structure, all mutations appeared to influence the enzymatic activity of CYP1B1 by provoking structural deformity. Five patients were homozygotes or compound heterozygotes, supporting the recessive inheritance of the CYP1B1 mutations in CG. In contrast, four patients were heterozygous for the CYP1B1 mutation, suggesting the presence of regulatory region mutations or strong modifiers. For the FOXC1 gene, we identified 3 novel mutations, p.Q23fs, p.Q70R, and p.E163*, all of which were identified in a heterozygous state. No mutation was found in the MYOC gene in these CG patients. All individuals with CYP1B1 and FOXC1 mutations were severely affected by early-onset CG. In the CYP1B1-, FOXC1-, and MYOC-negative families, we also searched for variants in the other candidate genes reported for CG through WES, but could not find any mutations in these genes. CONCLUSIONS: Our analyses of 29 CG families revealed 9 families with point mutations in the CYP1B1 gene, and four of those patients appeared to be heterozygotes, suggesting the presence of complex pathogenic mechanisms. FOXC1 appears to be another major causal gene of CG, indicating that panel sequencing of CYP1B1 and FOXC1 will be useful for diagnosis of CG in Japanese individuals.

3.
Jpn J Ophthalmol ; 68(5): 556-561, 2024 Sep.
Article in English | MEDLINE | ID: mdl-38990388

ABSTRACT

PURPOSE: To assess the effectiveness of switching from the concomitant use of brinzolamide 1% (BZM) and brimonidine 0.1% (BMD) to a BZM/BMD fixed-dose combination (BBFC) for the reduction of corneal epithelial damage. STUDY DESIGN: Retrospective cohort study. METHODS: This study involved 52 eyes of 52 glaucoma patients (26 women, 26 men; mean age: 67.0 ± 14.0 years) followed for more than 3 months after being switched from concomitant BZM and BMD to BBFC. Superficial punctate keratitis (SPK) was assessed by fluorescein staining according to the National Eye Institute classification, with the cornea divided into 5 areas: center, superior, nasal, temporal, and inferior. SPK density was graded as 0 (no SPK), 1 (separate SPK), 2 (moderately dense SPK), and 3 (high SPK with overlapping lesions). SPK scores and intraocular pressure (IOP) at pre switching to BBFC (pre-BBFC) and at 3-months post switching to BBFC (post-BBFC) were then compared using the Wilcoxon signed-rank test. RESULTS: At pre-BBFC and post-BBFC, respectively, mean IOP was 12.4 ± 2.5 and 12.4 ± 2.7 mmHg, thus illustrating no significant difference in IOP between pre and post switch (p = 0.924), and the mean SPK score for center, superior, nasal, temporal, and inferior was 0.06 ± 0.24, 0.04 ± 0.19, 0.52 ± 0.67, 0.15 ± 0.36, and 0.92 ± 0.74, and 0.04 ± 0.19, 0.02 ± 0.14, 0.37 ± 0.56, 0.04 ± 0.19, and 0.75 ± 0.62, thus clearly showing a significant reduction in SPK scores for the nasal, temporal, and inferior areas at post-BBFC compared to those at pre-BBFC (p < 0.05). CONCLUSION: Our findings reveal that compared with the concomitant use of BZM and BMD, BBFC is effective in reducing corneal epithelial damage.


Subject(s)
Brimonidine Tartrate , Corneal Injuries , Epithelium, Corneal , Glaucoma , Sulfonamides , Corneal Injuries/drug therapy , Corneal Injuries/etiology , Epithelium, Corneal/drug effects , Epithelium, Corneal/injuries , Brimonidine Tartrate/administration & dosage , Brimonidine Tartrate/pharmacology , Sulfonamides/administration & dosage , Sulfonamides/pharmacology , Drug Therapy, Combination , Drug Combinations , Retrospective Studies , Cohort Studies , Humans , Male , Female , Middle Aged , Aged , Glaucoma/congenital , Glaucoma/drug therapy , Carbonic Anhydrase Inhibitors/administration & dosage , Carbonic Anhydrase Inhibitors/pharmacology , Adrenergic alpha-2 Receptor Agonists/administration & dosage , Adrenergic alpha-2 Receptor Agonists/pharmacology , Treatment Outcome
4.
Vox Sang ; 119(4): 300-307, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38156553

ABSTRACT

BACKGROUND AND OBJECTIVES: Risk factors for vasovagal reaction (VVR) have been extensively studied. With knowledge of the relative importance of these risk factors for VVR, collection staff could take care of blood donors from the same standpoint, leading to improved donor safety. We therefore developed a scoring system to predict VVR, which incorporates registration information. MATERIALS AND METHODS: Pre-syncopal and syncopal symptoms, as well as on- and off-site reactions, are included in this analysis as VVR. We defined the donor status as follows: first-time donors, repeat donors with no history of reaction and repeat donors with a history of reaction. We prepared two datasets: whole-blood donations at a blood donation site in Tokyo between January 2019 and December 2019 were included in training data (n = 361,114), and whole-blood donations between January 2020 and August 2020 were included in testing data (n = 216,211). RESULTS: The most important variable was the donor status, followed by age, estimated blood volume and height. We integrated them into a scoring system. Training and testing datasets were combined (n = 577,325), and VVR rates in groups with scores of 0, 1, 2, 3, 4 and 5 or more were 0.09% (95% CI: 0.081%-0.10%), 0.33% (95% CI: 0.31%-0.36%), 0.87% (95% CI: 0.78%-0.96%), 1.17% (95% CI: 1.05%-1.30%), 2.15% (95% CI: 1.98%-2.32%) and 3.11% (95% CI: 2.90%-3.34%), respectively. CONCLUSION: The scoring system enables staff to significantly predict VVR and may help them to identify donors at increased risk of experiencing syncope, thereby mitigating the negative impact of VVR on donor safety and return by paying close attention to high-risk donors.


Subject(s)
Blood Donation , Syncope, Vasovagal , Humans , Blood Donors , Syncope, Vasovagal/diagnosis , Syncope, Vasovagal/epidemiology , Syncope, Vasovagal/etiology , Risk Factors , Blood Volume
5.
Mob DNA ; 14(1): 22, 2023 Dec 12.
Article in English | MEDLINE | ID: mdl-38087291

ABSTRACT

The sixth Japanese meeting on host-transposon interactions, titled "Biological Function and Evolution through Interactions between Hosts and Transposable Elements," was held on August 24th and 25th, 2023, at the National Institute of Genetics as well as online. This meeting was supported by the National Institute of Genetics and aimed to bring together researchers studying the diverse roles of TEs in genome function and evolution, as well as host defense systems against TE mobility, TE bursts during evolution, and intron mobility in mammals, insects, land plants, yeast, protozoa, and bacteria. Here, we have presented the highlights of the discussion.Organizers: Kenji Ichiyanagi, Yoko Ikeda, and Kuniaki Saito.

6.
J Med Virol ; 95(4): e28696, 2023 04.
Article in English | MEDLINE | ID: mdl-36951317

ABSTRACT

To investigate the antigenic changes in parechovirus 1 (PeVA1), seroepidemiological analyses were performed against the Harris strain (Harris), isolated in 1956, and PeVA1/Yamagata.JPN/2021-4785, isolated in 2021, using immune sera and 207 and 237 human serum specimens collected in 2021 and 1976, respectively. Although rabbit immune sera showed the highest neutralization antibody (NT-Ab) titers against the immunized viruses at 1:12 800-1:102 400, they were cross-reactive at 1:400-1:800. All 62 Yamagata isolates obtained between 2001 and 2021 (Yamagata strains), belonging to phylogenetic lineage 1B, reacted more strongly (mostly 4-64 times) to antiserum against PeVA1/Yamagata.JPN/2021-4785 than to antiserum against Harris, belonging to phylogenetic lineage 1 A. Human serum specimens obtained in 2021 showed higher NT-Ab titers against PeVA1/Yamagata.JPN/2021-4785, whereas those obtained in 1976 had similar NT-Ab titers against both strains. These findings suggested that Yamagata strains and Harris were antigenically cross-reactive, although there were differences. There are still high NT-Abs titers present against Harris in 2021 in particular, indicating that PeVA1 has been in circulation with high immunity in the population. In conclusion, this study suggested that PeVA1 has been endemically perpetuated with only minor antigenic changes as well as with high immunity over several decades in the community.


Subject(s)
Influenza, Human , Parechovirus , Viruses , Animals , Humans , Rabbits , Japan/epidemiology , Phylogeny , Immune Sera , Influenza, Human/epidemiology
7.
Sci Rep ; 13(1): 2554, 2023 02 13.
Article in English | MEDLINE | ID: mdl-36781988

ABSTRACT

Insect galls are abnormal plant organs formed by gall-inducing insects to provide shelter and nutrients for themselves. Although insect galls are spatialized complex structures with unique shapes and functions, the molecular mechanism of the gall formation and the screening system for the gall inducing effectors remains unknown. Here, we demonstrate that an extract of a gall-inducing aphid, Schlechtendalia chinensis, induces an abnormal structure in the root-tip region of Arabidopsis seedlings. The abnormal structure is composed of stem-like cells, vascular, and protective tissues, as observed in typical insect galls. Furthermore, we confirm similarities in the gene expression profiles between the aphid-treated seedlings and the early developmental stages of Rhus javanica galls formed by S. chinensis. Based on the results, we propose a model system for analyzing the molecular mechanisms of gall formation: the Arabidopsis-based Gall-Forming Assay (Ab-GALFA). Ab-GALFA could be used not only as a model to elucidate the mechanisms underlying gall formation, but also as a bioassay system to isolate insect effector molecules of gall-induction.


Subject(s)
Aphids , Arabidopsis , Animals , Arabidopsis/genetics , Insecta/genetics , Aphids/genetics , Transcriptome , Plant Tumors/genetics
8.
J Glaucoma ; 32(2): 127-132, 2023 02 01.
Article in English | MEDLINE | ID: mdl-36001508

ABSTRACT

PRCIS: We propose a new classification model to serve as a control for future genomic studies of glaucoma by distinguishing normal subjects maintaining non-glaucoma status for 10 years using the vertical cup-to-disc ratio (VCDR). PURPOSE: This study aimed to develop a classification for distinguishing subjects maintaining non-glaucoma status for 10 years using the VCDR. PARTICIPANTS AND METHODS: Among 842 volunteers 40 years and older, 421 volunteers participated in the second ophthalmic examination 10 years after their first examination. Each volunteer was diagnosed either as healthy normal or glaucoma suspect (GS) in the first glaucoma screening examinations. The former was further classified into the 3 grades of N1, N2, and N3. Specifically, N1 represented (1) VCDR <0.3; (2) no notching or nerve fiber layer defect; and (3) no undermining, N2 indicated 0.3≤VCDR<0.6 and conditions (2) and (3) of N1; and N3 represented 0.3≤VCDR<0.6 with undermining and condition (2), or 0.6≤VCDR<0.7 and condition (2) of N1. Glaucoma transition rates (GTRs) were evaluated in 421 volunteers who returned to participate after a 10-year period. RESULTS: GTRs were calculated as 1.3% in both N1 and N2, 3.9% in N3, and 18.2% in GS. The ratio of volunteers in the same category maintenance rate increased from N1 to N3. CONCLUSION: GTRs were lower in N1 and N2 than in N3 or GS during the 10-year study period. This novel classification of healthy non-glaucoma subjects may help identify those, especially Japanese males, who maintain a non-glaucoma status for an extended period of 10 years.


Subject(s)
Glaucoma , Ocular Hypertension , Optic Disk , Male , Humans , Longitudinal Studies , Intraocular Pressure , Glaucoma/diagnosis , Ocular Hypertension/diagnosis
9.
Front Plant Sci ; 13: 899105, 2022.
Article in English | MEDLINE | ID: mdl-35923888

ABSTRACT

Transposable elements are present in a wide variety of organisms; however, our understanding of the diversity of mechanisms involved in their activation is incomplete. In this study, we analyzed the transcriptional activation of the ONSEN retrotransposon, which is activated by high-temperature stress in Arabidopsis thaliana. We found that its transcription is significantly higher in the Japanese ecotype Kyoto. Considering that transposons are epigenetically regulated, DNA methylation levels were analyzed, revealing that CHH methylation was reduced in Kyoto compared to the standard ecotype, Col-0. A mutation was also detected in the Kyoto CMT2 gene, encoding a CHH methyltransferase, suggesting that it may be responsible for increased expression of ONSEN. CHH methylation is controlled by histone modifications through a self-reinforcing loop between DNA methyltransferase and histone methyltransferase. Analysis of these modifications revealed that the level of H3K9me2, a repressive histone marker for gene expression, was lower in Kyoto than in Col-0. The level of another repressive histone marker, H3K27me1, was decreased in Kyoto; however, it was not impacted in a Col-0 cmt2 mutant. Therefore, in addition to the CMT2 mutation, other factors may reduce repressive histone modifications in Kyoto.

10.
Nat Plants ; 8(3): 217-224, 2022 03.
Article in English | MEDLINE | ID: mdl-35301445

ABSTRACT

In flowering plants, different lineages have independently transitioned from the ancestral hermaphroditic state into and out of various sexual systems1. Polyploidizations are often associated with this plasticity in sexual systems2,3. Persimmons (the genus Diospyros) have evolved dioecy via lineage-specific palaeoploidizations. More recently, hexaploid D. kaki has established monoecy and also exhibits reversions from male to hermaphrodite flowers in response to natural environmental signals (natural hermaphroditism, NH), or to artificial cytokinin treatment (artificial hermaphroditism, AH). We sought to identify the molecular pathways underlying these polyploid-specific reversions to hermaphroditism. Co-expression network analyses identified regulatory pathways specific to NH or AH transitions. Surprisingly, the two pathways appeared to be antagonistic, with abscisic acid and cytokinin signalling for NH and AH, respectively. Among the genes common to both pathways leading to hermaphroditic flowers, we identified a small-Myb RADIALIS-like gene, named DkRAD, which is specifically activated in hexaploid D. kaki. Consistently, ectopic overexpression of DkRAD in two model plants resulted in hypergrowth of the gynoecium. These results suggest that production of hermaphrodite flowers via polyploidization depends on DkRAD activation, which is not associated with a loss-of-function within the existing sex determination pathway, but rather represents a new path to (or reinvention of) hermaphroditism.


Subject(s)
Diospyros , Disorders of Sex Development , Magnoliopsida , Diospyros/genetics , Flowers/genetics , Polyploidy
11.
Ophthalmology ; 129(4): 406-413, 2022 04.
Article in English | MEDLINE | ID: mdl-34763023

ABSTRACT

PURPOSE: Carriers of functionally deficient mutations in the CYP39A1 gene have been recently reported to have a 2-fold increased risk of exfoliation syndrome (XFS). The aim of this study was to evaluate the risk of blindness and related clinical phenotypes of XFS patients carrying the loss-of-function CYP39A1 G204E mutation in comparison with XFS patients without any CYP39A1 mutation. DESIGN: Retrospective case study. PARTICIPANTS: A total of 35 patients diagnosed with XFS carrying the CYP39A1 G204E mutation and 150 XFS patients without any CYP39A1 mutation who were randomly selected from the Japanese XFS cohort. METHODS: Two-sided Fisher exact test with an alpha level < 0.05 was used to estimate the significance of the calculated odds ratio (OR) for all categorical measures. Comparisons between groups of subjects were performed using linear mixed effect models with group as random effect and taking possible dependence between eyes within a subject into account. MAIN OUTCOME MEASURES: Primary analysis compared the incidence of blindness (defined as visual acuity [VA] < 0.05 decimal), prevalence of exfoliation glaucoma (XFG), history of glaucoma surgery, and indices of glaucoma severity such as visual field (VF) mean deviation (MD), intraocular pressure (IOP), and vertical cup-disc ratio (CDR) between CYP39A1 G204E carriers and those without any CYP39A1 mutation. RESULTS: The overall risk for blindness was significantly higher in XFS patients carrying the CYP39A1 G204E variant (10/35 [28.6%]) compared with XFS patients without any CYP39A1 mutations (8/150 [5.4%]; odds ratio [OR], 7.1; 95% confidence interval [CI], 2.7-20.2]; P < 0.001). A higher proportion of XFS patients with the CYP39A1 G204E mutation (23/35 [65.7%]) had evidence of XFG in at least 1 eye compared with the comparison group (41/150 [27.3%]; OR, 5.1; 95% CI, 2.4-11.4]; P < 0.0001). Significantly higher peak IOP, larger vertical CDR, and worse VF MD were also found in CYP39A1 G204E variant carriers (P < 0.001). Additionally, patients with the CYP39A1 G204E mutation (18/35 [51.4%]) required more laser or glaucoma surgical interventions compared with those without any CYP39A1 mutation (32/150 [21.3%], P < 0.001). CONCLUSIONS: Patients with XFS carrying the CYP39A1 G204E mutation had significantly increased risk of blindness, higher occurrence of XFG, and more severe glaucoma compared with patients with XFS without any CYP39A1 mutation.


Subject(s)
Exfoliation Syndrome , Glaucoma , Steroid Hydroxylases , Blindness/genetics , Exfoliation Syndrome/complications , Exfoliation Syndrome/genetics , Glaucoma/complications , Glaucoma/genetics , Humans , Retrospective Studies , Steroid Hydroxylases/genetics , Visual Fields
12.
J Med Virol ; 94(6): 2877-2881, 2022 06.
Article in English | MEDLINE | ID: mdl-34811773

ABSTRACT

Although coxsackievirus A21 (CV-A21) has been associated with an acute respiratory infection (ARI) as well as poliomyelitis-like paralysis, reports of CV-A21 detection have been quite limited both globally and in Japan. CV-A21 strains were isolated from five sporadic pediatric cases with ARI in 2019 in Yamagata, Japan. Neutralizing antibodies (NT Abs) were then measured against CV-A21 using sera collected in 1976, 1985, 1999, 2009, and 2019 in Yamagata, to clarify the longitudinal epidemiology of CV-A21. The total Ab-positive rate in each year was 15.2% (35/233), 10.7% (30/281), 14.3% (28/196), 3.1% (7/236), and 1.3% (3/226), respectively. Ab-positive rates generally increased with age, especially between 1976 and 1999. Among the total Ab-positive cases, the Ab titers were relatively low; 50 cases belonged to the 1:8-1:16, 40 to 1:32-1:64, 12 to 1:128-1:256, and 1 to 1:1024< groups, respectively. No Ab-positive cases under the age of 10 were observed in any of the years analyzed. In conclusion, this study and previous works suggested that CV-A21 is a unique enterovirus, which is not transmitted readily among young children but causes sporadic ARI cases mainly among those ≥15 years of age in the community.


Subject(s)
Enterovirus A, Human , Enterovirus , Oncolytic Viruses , Respiratory Tract Infections , Antibodies, Neutralizing , Child , Child, Preschool , Humans , Japan/epidemiology , Respiratory Tract Infections/epidemiology , Seroepidemiologic Studies
13.
Am J Ophthalmol ; 234: 235-240, 2022 02.
Article in English | MEDLINE | ID: mdl-34648775

ABSTRACT

PURPOSE: To investigate the trend of seasonal variation of intraocular pressure (IOP) in patients with normal-tension glaucoma over a 20-year period by retrospectively analyzing the Kyoto Prefectural University of Medicine Glaucoma Registry database as real-world data. DESIGN: Retrospective cohort study. METHODS: Data points (n = 49,007) were extracted retrospectively from the medical records of 1774 patients with normal-tension glaucoma (665 male patients and 1109 female patients; mean ± SD age was 59.8 ± 14.4 years; and mean ± SD observation period was 5.6 ± 4.4 years) seen over the 20-year period. We first calculated the mean IOP from all available data of each month from January 1997 through December 2016. The data were then categorized into 5 groups of 4 consecutive years each (1997-2000, 2001-2004, 2005-2008, 2009-2012, and 2013-2016) and the mean IOP of each month within the group was calculated. Seasonal variations of IOP over the 20-year study period and in the 5 consecutive groups were then investigated via nonlinear multiple regression analysis. RESULTS: A continuous decrease of IOP was detected throughout the 20-year period (P < .001), with distinct seasonal variation. The annual mean ± SD IOP was highest (13.9 ± 2.7 mm Hg) in the oldest group (1997-2000), with a gradual decrease in each subsequent group, finally becoming lowest (12.3 ± 2.7 mm Hg) in the most recent group (2013-2016) (P < .001), and all of them were accompanied by distinct seasonal variation (P < .001). CONCLUSIONS: Based on the Kyoto Prefectural University of Medicine Glaucoma Registry real-world longitudinal data, our findings revealed a continuous decrease and distinct seasonal variation of IOP in patients with normal-tension glaucoma throughout the 20-year study period.


Subject(s)
Glaucoma , Intraocular Pressure , Aged , Female , Humans , Male , Middle Aged , Retrospective Studies , Seasons , Tonometry, Ocular
14.
Br J Ophthalmol ; 106(8): 1098-1103, 2022 08.
Article in English | MEDLINE | ID: mdl-33674424

ABSTRACT

BACKGROUND/AIM: To investigate the clinical validity of the Guided Progression Analysis definition (GPAD) and cluster-based definition (CBD) with the Humphrey Field Analyzer 10-2 test in diagnosing glaucomatous visual field (VF) progression, and to introduce a novel definition with optimised specificity by combining the 'any-location' and 'cluster-based' approaches (hybrid definition). METHODS: 64 400 stable glaucomatous VFs were simulated from 664 pairs of 10-2 tests (10 sets × 10 VF series × 664 eyes; data set 1). Using these simulated VFs, the specificity to detect progression and the effects of changing the parameters (number of test locations or consecutive VF tests, and percentile cut-off values) were investigated. The hybrid definition was designed as the combination where the specificity was closest to 95.0%. Subsequently, another 5000 actual glaucomatous 10-2 tests from 500 eyes (10 VFs each) were collected (data set 2), and their accuracy (sensitivity, specificity and false positive rate) and the time needed to detect VF progression were evaluated. RESULTS: The specificity values calculated using data set 1 with GPAD and CBD were 99.6% and 99.8%. Using data set 2, the hybrid definition had a higher sensitivity than GPAD and CBD, without detriment to the specificity or false positive rate. The hybrid definition also detected progression significantly earlier than GPAD and CBD (at 3.1 years vs 4.2 years and 4.1 years, respectively). CONCLUSIONS: GPAD and CBD had specificities of 99.6% and 99.8%, respectively. A novel hybrid definition (with a specificity of 95.5%) had higher sensitivity and enabled earlier detection of progression.


Subject(s)
Glaucoma , Visual Fields , Disease Progression , Early Diagnosis , Glaucoma/diagnosis , Humans , Intraocular Pressure , Retrospective Studies , Vision Disorders/diagnosis , Visual Field Tests
15.
Br J Ophthalmol ; 106(4): 497-501, 2022 04.
Article in English | MEDLINE | ID: mdl-33441320

ABSTRACT

AIM: To evaluate the usefulness of the application of the clustering method to the trend analysis (sectorwise regression) in comparison with the pointwise linear regression (PLR). METHODS: This study included 153 eyes of 101 patients with open-angle glaucoma. With PLR, the total deviation (TD) values of the 10th visual field (VF) were predicted using the shorter VF sequences (from first 3 to 9) by extrapolating TD values against time in a pointwise manner. Then, 68 test points were stratified into 29 sectors. In each sector, the mean of TD values was calculated and allocated to all test points belonging to the sector. Subsequently, the TD values of the 10th VF were predicted by extrapolating the allocated TD value against time in a pointwise manner. Similar analyses were conducted to predict the 11th-16th VFs using the first 10 VFs. RESULTS: When predicting the 10th VF using the shorter sequences, the mean absolute error (MAE) values were significantly smaller in the sectorwise regression than in PLR. When predicting from the 11th and 16th VFs using the first 10 VFs, the MAE values were significantly larger in the sectorwise regression than in PLR when predicting the 11th VF; however, no significant difference was observed with other VF predictions. CONCLUSION: Accurate prediction was achieved using the sectorwise regression, in particular when a small number of VFs were used in the prediction. The accuracy of the sectorwise regression was not hampered in longer follow-up compared with PLR.


Subject(s)
Glaucoma, Open-Angle , Visual Fields , Disease Progression , Glaucoma, Open-Angle/diagnosis , Humans , Intraocular Pressure , Retrospective Studies , Visual Field Tests/methods
16.
Transl Vis Sci Technol ; 10(13): 28, 2021 11 01.
Article in English | MEDLINE | ID: mdl-34812893

ABSTRACT

Purpose: To investigate whether a correction based on a Humphrey field analyzer (HFA) 24-2/30-2 visual field (VF) can improve the prediction performance of a deep learning model to predict the HFA 10-2 VF test from macular optical coherence tomography (OCT) measurements. Methods: This is a multicenter, cross-sectional study. The training dataset comprised 493 eyes of 285 subjects (407, open-angle glaucoma [OAG]; 86, normative) who underwent HFA 10-2 testing and macular OCT. The independent testing dataset comprised 104 OAG eyes of 82 subjects who had undergone HFA 10-2 test, HFA 24-2/30-2 test, and macular OCT. A convolutional neural network (CNN) DL model was trained to predict threshold sensitivity (TH) values in HFA 10-2 from retinal thickness measured by macular OCT. The predicted TH values was modified by pattern-based regularization (PBR) and corrected with HFA 24-2/30-2. Absolute error (AE) of mean TH values and mean absolute error (MAE) of TH values were compared between the CNN-PBR alone model and the CNN-PBR corrected with HFA 24-2/30-2. Results: AE of mean TH values was lower in the CNN-PBR with HFA 24-2/30-2 correction than in the CNN-PBR alone (1.9dB vs. 2.6dB; P = 0.006). MAE of TH values was lower in the CNN-PBR with correction compared to the CNN-PBR alone (4.2dB vs. 5.3 dB; P < 0.001). The inferior temporal quadrant showed lower prediction errors compared with other quadrants. Conclusions: The performance of a DL model to predict 10-2 VF from macular OCT was improved by the correction with HFA 24-2/30-2. Translational Relevance: This model can reduce the burden of additional HFA 10-2 by making the best use of routinely performed HFA 24-2/30-2 and macular OCT.


Subject(s)
Deep Learning , Glaucoma, Open-Angle , Glaucoma , Cross-Sectional Studies , Glaucoma, Open-Angle/diagnostic imaging , Humans , Intraocular Pressure , Retina , Tomography, Optical Coherence , Visual Fields
17.
Phys Chem Chem Phys ; 23(17): 10591-10599, 2021 May 05.
Article in English | MEDLINE | ID: mdl-33903858

ABSTRACT

Nanoparticles have attracted much attention as a carrier for drug, gene, and macromolecule delivery in next-generation biomedical and therapeutic technologies. In delivery applications, nanoparticles tend to have negative charge due to the negative charge of biomolecules used as delivery cargo, while biological cell membranes are also negatively charged. This means that negatively charged nanoparticles (NC-NPs) are required to translocate across these negatively charged cell membranes (NC-CMs). However, this translocation is unlikely to occur because of electrostatic interactions. Here, we investigated the translocation of a NC-NP across a NC-CM under a transmembrane electric potential through coarse-grained molecular dynamics simulations. To model the transmembrane potential, two approaches were adopted: externally applied electric field and ionic charge imbalance. We showed that a NC-NP can directly translocate across a NC-CM via a non-disruptive pathway under a weak external electric field with an ionic charge imbalance. It was also found that the ionic charge imbalance contributes to the membrane crossing of a NC-NP as well as the self-resealing of the cell membrane after a NC-NP translocation. Our findings imply that NC-NPs can be delivered into a cell by combining applied electric field with membrane hyperpolarization/depolarization induced by an external stimulus.


Subject(s)
Lipid Bilayers/chemistry , Molecular Dynamics Simulation , Nanoparticles/chemistry , Phospholipids/chemistry , Molecular Structure
18.
Jpn J Infect Dis ; 74(6): 522-529, 2021 Nov 22.
Article in English | MEDLINE | ID: mdl-33790065

ABSTRACT

Public health interventions have played an important role in controlling coronavirus disease 2019 (COVID-19), which is a rapidly spreading infectious disease. To contribute to future COVID-19 countermeasures, we aimed to verify the results of the countermeasures employed by public health centers (PHCs) against the first wave of COVID-19 in Yamagata Prefecture, Japan (Yamagata). Between January and May 2020, 1,253 patients suspected of SARS-CoV-2 infection were invited for testing. Simultaneously, based on retrospective contact tracings, PHCs investigated the infection sources and transmission routes of laboratory-confirmed COVID-19 cases and tested 928 contacts. Consequently, 69 cases were confirmed between March 31 and May 4, 58 of whom were from among the contacts (84.1%; 95% confidence interval [CI] 75.5-92.7). The spread of infection was triggered in cases harboring epidemiological links outside Yamagata. Subsequently, the number of cases rapidly increased. However, PHCs identified epidemiological links in 61 (88.4%; 95% CI 80.8-96.0) of the 69 cases, and transmission chains up to the fifth generation. Finally, the spread of infection ended after approximately one month. Our results indicate that the identification of infection sources and active case finding from contacts based on retrospective contact tracing was likely to be an effective strategy in ending the first wave of COVID-19 in Yamagata.


Subject(s)
COVID-19 , Contact Tracing , COVID-19/epidemiology , Humans , Japan/epidemiology , Retrospective Studies
19.
JAMA ; 325(8): 753-764, 2021 02 23.
Article in English | MEDLINE | ID: mdl-33620406

ABSTRACT

Importance: Exfoliation syndrome is a systemic disorder characterized by progressive accumulation of abnormal fibrillar protein aggregates manifesting clinically in the anterior chamber of the eye. This disorder is the most commonly known cause of glaucoma and a major cause of irreversible blindness. Objective: To determine if exfoliation syndrome is associated with rare, protein-changing variants predicted to impair protein function. Design, Setting, and Participants: A 2-stage, case-control, whole-exome sequencing association study with a discovery cohort and 2 independently ascertained validation cohorts. Study participants from 14 countries were enrolled between February 1999 and December 2019. The date of last clinical follow-up was December 2019. Affected individuals had exfoliation material on anterior segment structures of at least 1 eye as visualized by slit lamp examination. Unaffected individuals had no signs of exfoliation syndrome. Exposures: Rare, coding-sequence genetic variants predicted to be damaging by bioinformatic algorithms trained to recognize alterations that impair protein function. Main Outcomes and Measures: The primary outcome was the presence of exfoliation syndrome. Exome-wide significance for detected variants was defined as P < 2.5 × 10-6. The secondary outcomes included biochemical enzymatic assays and gene expression analyses. Results: The discovery cohort included 4028 participants with exfoliation syndrome (median age, 78 years [interquartile range, 73-83 years]; 2377 [59.0%] women) and 5638 participants without exfoliation syndrome (median age, 72 years [interquartile range, 65-78 years]; 3159 [56.0%] women). In the discovery cohort, persons with exfoliation syndrome, compared with those without exfoliation syndrome, were significantly more likely to carry damaging CYP39A1 variants (1.3% vs 0.30%, respectively; odds ratio, 3.55 [95% CI, 2.07-6.10]; P = 6.1 × 10-7). This outcome was validated in 2 independent cohorts. The first validation cohort included 2337 individuals with exfoliation syndrome (median age, 74 years; 1132 women; n = 1934 with demographic data) and 2813 individuals without exfoliation syndrome (median age, 72 years; 1287 women; n = 2421 with demographic data). The second validation cohort included 1663 individuals with exfoliation syndrome (median age, 75 years; 587 women; n = 1064 with demographic data) and 3962 individuals without exfoliation syndrome (median age, 74 years; 951 women; n = 1555 with demographic data). Of the individuals from both validation cohorts, 5.2% with exfoliation syndrome carried CYP39A1 damaging alleles vs 3.1% without exfoliation syndrome (odds ratio, 1.82 [95% CI, 1.47-2.26]; P < .001). Biochemical assays classified 34 of 42 damaging CYP39A1 alleles as functionally deficient (median reduction in enzymatic activity compared with wild-type CYP39A1, 94.4% [interquartile range, 78.7%-98.2%] for the 34 deficient variants). CYP39A1 transcript expression was 47% lower (95% CI, 30%-64% lower; P < .001) in ciliary body tissues from individuals with exfoliation syndrome compared with individuals without exfoliation syndrome. Conclusions and Relevance: In this whole-exome sequencing case-control study, presence of exfoliation syndrome was significantly associated with carriage of functionally deficient CYP39A1 sequence variants. Further research is needed to understand the clinical implications of these findings.


Subject(s)
Exfoliation Syndrome/genetics , Genetic Variation , Steroid Hydroxylases/genetics , Aged , Aged, 80 and over , Anterior Chamber/pathology , Case-Control Studies , Cytochrome P-450 Enzyme System/genetics , Cytochrome P-450 Enzyme System/metabolism , Female , Humans , Logistic Models , Male , Meta-Analysis as Topic , Middle Aged , RNA, Messenger/metabolism , Exome Sequencing
20.
Sci Rep ; 11(1): 2214, 2021 01 26.
Article in English | MEDLINE | ID: mdl-33500462

ABSTRACT

We aimed to develop a model to predict visual field (VF) in the central 10 degrees in patients with glaucoma, by training a convolutional neural network (CNN) with optical coherence tomography (OCT) images and adjusting the values with Humphrey Field Analyzer (HFA) 24-2 test. The training dataset included 558 eyes from 312 glaucoma patients and 90 eyes from 46 normal subjects. The testing dataset included 105 eyes from 72 glaucoma patients. All eyes were analyzed by the HFA 10-2 test and OCT; eyes in the testing dataset were additionally analyzed by the HFA 24-2 test. During CNN model training, the total deviation (TD) values of the HFA 10-2 test point were predicted from the combined OCT-measured macular retinal layers' thicknesses. Then, the predicted TD values were corrected using the TD values of the innermost four points from the HFA 24-2 test. Mean absolute error derived from the CNN models ranged between 9.4 and 9.5 B. These values reduced to 5.5 dB on average, when the data were corrected using the HFA 24-2 test. In conclusion, HFA 10-2 test results can be predicted with a OCT images using a trained CNN model with adjustment using HFA 24-2 test.


Subject(s)
Algorithms , Deep Learning , Glaucoma/diagnostic imaging , Glaucoma/physiopathology , Tomography, Optical Coherence , Visual Fields , Adult , Aged , Humans , Middle Aged , Neural Networks, Computer , Young Adult
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