Clinical Validation of a Smartphone-Based Adapter for Optic Disc Imaging in Kenya.

Abstract:

IMPORTANCE:Visualization and interpretation of the optic nerve and retina are essential parts of most physical examinations. OBJECTIVE:To design and validate a smartphone-based retinal adapter enabling image capture and remote grading of the retina. DESIGN, SETTING, AND PARTICIPANTS:This validation study compared the grading of optic nerves from smartphone images with those of a digital retinal camera. Both image sets were independently graded at Moorfields Eye Hospital Reading Centre. Nested within the 6-year follow-up (January 7, 2013, to March 12, 2014) of the Nakuru Eye Disease Cohort in Kenya, 1460 adults (2920 eyes) 55 years and older were recruited consecutively from the study. A subset of 100 optic disc images from both methods were further used to validate a grading app for the optic nerves. Data analysis was performed April 7 to April 12, 2015. MAIN OUTCOMES AND MEASURES:Vertical cup-disc ratio for each test was compared in terms of agreement (Bland-Altman and weighted κ) and test-retest variability. RESULTS:A total of 2152 optic nerve images were available from both methods (also 371 from the reference camera but not the smartphone, 170 from the smartphone but not the reference camera, and 227 from neither the reference camera nor the smartphone). Bland-Altman analysis revealed a mean difference of 0.02 (95% CI, -0.21 to 0.17) and a weighted κ coefficient of 0.69 (excellent agreement). The grades of an experienced retinal photographer were compared with those of a lay photographer (no health care experience before the study), and no observable difference in image acquisition quality was found. CONCLUSIONS AND RELEVANCE:Nonclinical photographers using the low-cost smartphone adapter were able to acquire optic nerve images at a standard that enabled independent remote grading of the images comparable to those acquired using a desktop retinal camera operated by an ophthalmic assistant. The potential for task shifting and the detection of avoidable causes of blindness in the most at-risk communities makes this an attractive public health intervention.

journal_name

JAMA Ophthalmol

journal_title

JAMA ophthalmology

authors

Bastawrous A,Giardini ME,Bolster NM,Peto T,Shah N,Livingstone IA,Weiss HA,Hu S,Rono H,Kuper H,Burton M

doi

10.1001/jamaophthalmol.2015.4625

subject

Has Abstract

pub_date

2016-02-01 00:00:00

pages

151-8

issue

2

eissn

2168-6165

issn

2168-6173

pii

2473362

journal_volume

134

pub_type

杂志文章
  • Superior rectus transposition vs medial rectus recession for treatment of esotropic Duane syndrome.

    abstract:IMPORTANCE:Superior rectus transposition (SRT) with or without medial rectus recession (MRc) has been introduced as an alternative to MRc alone for treatment of esotropic Duane syndrome; however, the effectiveness of these procedures has not been compared previously. OBJECTIVE:To compare the safety and efficacy of MRc...

    journal_title:JAMA ophthalmology

    pub_type: 杂志文章

    doi:10.1001/jamaophthalmol.2014.358

    authors: Yang S,MacKinnon S,Dagi LR,Hunter DG

    更新日期:2014-06-01 00:00:00

  • Economic Evaluation of Low-Vision Rehabilitation for Veterans With Macular Diseases in the US Department of Veterans Affairs.

    abstract:Importance:Examining costs and consequences of different low-vision (LV) programs provides important information about resources needed to expand treatment options efficiently. Objective:To examine the costs and consequences of LV rehabilitation or basic LV services. Design, Setting, and Participants:The US Departmen...

    journal_title:JAMA ophthalmology

    pub_type: 杂志文章,随机对照试验

    doi:10.1001/jamaophthalmol.2018.0797

    authors: Stroupe KT,Stelmack JA,Tang XC,Wei Y,Sayers S,Reda DJ,Kwon E,Massof RW,LOVIT II Study Group.

    更新日期:2018-05-01 00:00:00

  • Effect of Oral Voriconazole on Fungal Keratitis in the Mycotic Ulcer Treatment Trial II (MUTT II): A Randomized Clinical Trial.

    abstract:Objective:To compare oral voriconazole with placebo in addition to topical antifungals in the treatment of filamentous fungal keratitis. Design, Setting, and Participants:The Mycotic Ulcer Treatment Trial II (MUTT II), a multicenter, double-masked, placebo-controlled, randomized clinical trial, was conducted in India ...

    journal_title:JAMA ophthalmology

    pub_type: 杂志文章,多中心研究,随机对照试验

    doi:10.1001/jamaophthalmol.2016.4096

    authors: Prajna NV,Krishnan T,Rajaraman R,Patel S,Srinivasan M,Das M,Ray KJ,O'Brien KS,Oldenburg CE,McLeod SD,Zegans ME,Porco TC,Acharya NR,Lietman TM,Rose-Nussbaumer J,Mycotic Ulcer Treatment Trial II Group.

    更新日期:2016-12-01 00:00:00

  • Concentric macular rings sign in patients with foveal hypoplasia.

    abstract:IMPORTANCE:We describe a sign that can be used as a rapid and noninvasive adjunct to aid in the diagnosis of foveal hypoplasia. OBJECTIVE:To describe a concentric macular rings sign found on infrared reflectance (IRR) images in patients with foveal hypoplasia. DESIGN, SETTING, AND PATIENTS:We studied 13 patients with...

    journal_title:JAMA ophthalmology

    pub_type: 杂志文章

    doi:10.1001/jamaophthalmol.2014.1715

    authors: Cornish KS,Reddy AR,McBain VA

    更新日期:2014-09-01 00:00:00

  • Ranibizumab for edema of the macula in diabetes study: 3-year outcomes and the need for prolonged frequent treatment.

    abstract:OBJECTIVE:To assess the benefit of increased follow-up and treatment with ranibizumab between months 24 and 36 in the Ranibizumab for Edema of the Macula in Diabetes (READ-2) Study. DESIGN:Prospective, interventional, multicenter follow-up of a randomized clinical trial. METHODS:Patients who agreed to participate bet...

    journal_title:JAMA ophthalmology

    pub_type: 杂志文章,多中心研究,随机对照试验

    doi:10.1001/2013.jamaophthalmol.91

    authors: Do DV,Nguyen QD,Khwaja AA,Channa R,Sepah YJ,Sophie R,Hafiz G,Campochiaro PA,READ-2 Study Group.

    更新日期:2013-02-01 00:00:00

  • Self-reported Function, Health Resource Use, and Total Health Care Costs Among Medicare Beneficiaries With Glaucoma.

    abstract:IMPORTANCE:The effect of glaucoma on nonglaucomatous medical conditions and resultant secondary health care costs is not well understood. OBJECTIVE:To assess self-reported medical conditions, the use of medical services, and total health care costs among Medicare beneficiaries with glaucoma. DESIGN, SETTING, AND PART...

    journal_title:JAMA ophthalmology

    pub_type: 杂志文章

    doi:10.1001/jamaophthalmol.2015.5479

    authors: Prager AJ,Liebmann JM,Cioffi GA,Blumberg DM

    更新日期:2016-04-01 00:00:00

  • Association of Radiation Dose to the Eyes With the Risk for Cataract After Nonretinoblastoma Solid Cancers in Childhood.

    abstract:IMPORTANCE:Few studies have been published on the association of the radiation dose received to the eyes during radiotherapy (RT) for childhood cancer and the risk for later cataract. OBJECTIVE:To investigate the risk for cataract after treatment of nonretinoblastoma solid cancer in childhood. DESIGN, SETTING, AND PA...

    journal_title:JAMA ophthalmology

    pub_type: 杂志文章

    doi:10.1001/jamaophthalmol.2015.6088

    authors: Allodji RS,Diallo I,El-Fayech C,Kahlouche A,Dumas A,Schwartz B,Oberlin O,Benadjaoud MA,Labbé M,Jackson A,Bullet J,Rubino C,Haddy N,De Vathaire F

    更新日期:2016-04-01 00:00:00

  • Uveal Effusion After Immune Checkpoint Inhibitor Therapy.

    abstract:Importance:Immune checkpoint inhibitors, including antiprogrammed cell death protein-1 (anti-PD-1) and antiprogrammed cell death ligand-1 (anti-PD-L1) monoclonal antibodies, have recently been introduced as a promising new immunotherapy for solid cancers. The adverse effects typically include inflammation of the skin, ...

    journal_title:JAMA ophthalmology

    pub_type: 杂志文章

    doi:10.1001/jamaophthalmol.2018.0920

    authors: Thomas M,Armenti ST,Ayres MB,Demirci H

    更新日期:2018-05-01 00:00:00

  • Prevalence of FOXC1 Variants in Individuals With a Suspected Diagnosis of Primary Congenital Glaucoma.

    abstract:Importance:Both primary and secondary forms of childhood glaucoma have many distinct causative mechanisms, and in many cases a cause is not immediately clear. The broad phenotypic spectrum of secondary glaucoma, particularly in individuals with variants in FOXC1 or PITX2 genes associated with Axenfeld-Rieger syndrome, ...

    journal_title:JAMA ophthalmology

    pub_type: 杂志文章

    doi:10.1001/jamaophthalmol.2018.5646

    authors: Siggs OM,Souzeau E,Pasutto F,Dubowsky A,Smith JEH,Taranath D,Pater J,Rait JL,Narita A,Mauri L,Del Longo A,Reis A,Chappell A,Kearns LS,Staffieri SE,Elder JE,Ruddle JB,Hewitt AW,Burdon KP,Mackey DA,Craig JE

    更新日期:2019-04-01 00:00:00

  • The effect of amblyopia on visual-auditory speech perception: why mothers may say "Look at me when I'm talking to you".

    abstract:IMPORTANCE:Children with a history of amblyopia, even if resolved, exhibit impaired visual-auditory integration and perceive speech differently. OBJECTIVE:To determine whether a history of amblyopia is associated with abnormal visual-auditory speech integration. DESIGN, SETTING, AND PARTICIPANTS:Retrospective observa...

    journal_title:JAMA ophthalmology

    pub_type: 杂志文章

    doi:10.1001/jamaophthalmol.2014.3307

    authors: Burgmeier R,Desai RU,Farner KC,Tiano B,Lacey R,Volpe NJ,Mets MB

    更新日期:2015-01-01 00:00:00

  • Comparison of Ranibizumab With or Without Verteporfin Photodynamic Therapy for Polypoidal Choroidal Vasculopathy: The EVEREST II Randomized Clinical Trial.

    abstract:Importance:The 2-year efficacy and safety of combination therapy of ranibizumab administered together with verteporfin photodynamic therapy (vPDT) compared with ranibizumab monotherapy in participants with polypoidal choroidal vasculopathy (PCV) are unclear. Objective:To compare treatment outcomes of ranibizumab, 0.5 ...

    journal_title:JAMA ophthalmology

    pub_type: 杂志文章

    doi:10.1001/jamaophthalmol.2020.2443

    authors: Lim TH,Lai TYY,Takahashi K,Wong TY,Chen LJ,Ruamviboonsuk P,Tan CS,Lee WK,Cheung CMG,Ngah NF,Patalauskaite R,Margaron P,Koh A,EVEREST II Study Group.

    更新日期:2020-09-01 00:00:00

  • Severe Acute Respiratory Syndrome Coronavirus 2 Nucleocapsid Protein in the Ocular Tissues of a Patient Previously Infected With Coronavirus Disease 2019.

    abstract:Importance:Coronavirus disease 2019 (COVID-19) has been recognized as a pandemic by the World Health Organization. Whether severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) can also infect tissues besides the respiratory system, such as the ocular tissues, remains unclear. Objective:To determine whether SAR...

    journal_title:JAMA ophthalmology

    pub_type: 杂志文章

    doi:10.1001/jamaophthalmol.2020.3962

    authors: Yan Y,Diao B,Liu Y,Zhang W,Wang G,Chen X

    更新日期:2020-10-08 00:00:00

  • Selective laser trabeculoplasty for the management of open-angle glaucoma in St. Lucia.

    abstract:OBJECTIVE:To evaluate the efficacy of selective laser trabeculoplasty (SLT) for the treatment of primary open-angle glaucoma in an African-derived population in the developing world. METHODS:Sixty-one subjects from St. Lucia with medically treated primary open-angle glaucoma underwent a 30-day washout, followed by bil...

    journal_title:JAMA ophthalmology

    pub_type: 杂志文章

    doi:10.1001/jamaophthalmol.2013.1706

    authors: Realini T

    更新日期:2013-03-01 00:00:00

  • Anterior Segment Seeding in Eyes With Retinoblastoma Failing to Respond to Intraophthalmic Artery Chemotherapy.

    abstract:IMPORTANCE:Anterior chamber seeding following intraophthalmic artery chemotherapy is rarely reported. OBJECTIVES:To describe clinicopathologic observations in eyes in which intraophthalmic artery chemotherapy for retinoblastoma failed and to report anterior chamber involvement. OBSERVATIONS:A retrospective case serie...

    journal_title:JAMA ophthalmology

    pub_type: 杂志文章

    doi:10.1001/jamaophthalmol.2015.2861

    authors: Pavlidou E,Burris C,Thaung C,Scheimberg I,Kingston J,Hungerford JL,Reddy MA,Sagoo MS

    更新日期:2015-12-01 00:00:00

  • Incidence, Risk Factors, and Timing of Elevated Intraocular Pressure After Intravitreal Triamcinolone Acetonide Injection for Macular Edema Secondary to Retinal Vein Occlusion: SCORE Study Report 15.

    abstract:IMPORTANCE:The Standard of Care vs Corticosteroid for Retinal Vein Occlusion (SCORE) Study showed that intravitreal triamcinolone acetonide (IVTA) is effective at reducing macular edema and improving visual acuity in participants with retinal vein occlusion. Secondary analysis of the incidence, risk factors, and timing...

    journal_title:JAMA ophthalmology

    pub_type: 杂志文章,多中心研究,随机对照试验

    doi:10.1001/jamaophthalmol.2015.1823

    authors: Aref AA,Scott IU,Oden NL,Ip MS,Blodi BA,VanVeldhuisen PC,SCORE Study Investigator Group.

    更新日期:2015-09-01 00:00:00

  • Association of Vision Impairment and Major Eye Diseases With Mobility and Independence in a Chinese Population.

    abstract:Importance:Mobility limitations arising from vision impairment (VI) can result in loss of independence and reduced quality of life. However, few data are available on the association between VI and mobility limitations at a population-based level, particularly in Asian populations. Objective:To assess the association ...

    journal_title:JAMA ophthalmology

    pub_type: 杂志文章,多中心研究

    doi:10.1001/jamaophthalmol.2016.2394

    authors: Fenwick EK,Ong PG,Man RE,Cheng CY,Sabanayagam C,Wong TY,Lamoureux EL

    更新日期:2016-10-01 00:00:00

  • Optical Coherence Tomographic Angiography in Type 2 Diabetes and Diabetic Retinopathy.

    abstract:Importance:Optical coherence tomographic angiography (OCT-A) is able to visualize retinal microvasculature without the need for injection of fluorescein contrast dye. Nevertheless, it is only able to capture a limited view of macula and does not show leakage. Objectives:To evaluate the retinal microvasculature using O...

    journal_title:JAMA ophthalmology

    pub_type: 杂志文章

    doi:10.1001/jamaophthalmol.2016.5877

    authors: Ting DSW,Tan GSW,Agrawal R,Yanagi Y,Sie NM,Wong CW,San Yeo IY,Lee SY,Cheung CMG,Wong TY

    更新日期:2017-04-01 00:00:00

  • Clinical Effectiveness of Intravitreal Therapy With Ranibizumab vs Aflibercept vs Bevacizumab for Macular Edema Secondary to Central Retinal Vein Occlusion: A Randomized Clinical Trial.

    abstract:Importance:The comparative clinical effectiveness of ranibizumab, aflibercept, and bevacizumab for the management of macular edema due to central retinal vein occlusion (CRVO) is unclear. Objective:To determine whether intravitreal aflibercept or bevacizumab compared with ranibizumab results in a noninferior mean chan...

    journal_title:JAMA ophthalmology

    pub_type: 杂志文章

    doi:10.1001/jamaophthalmol.2019.3305

    authors: Hykin P,Prevost AT,Vasconcelos JC,Murphy C,Kelly J,Ramu J,Hounsome B,Yang Y,Harding SP,Lotery A,Chakravarthy U,Sivaprasad S,LEAVO Study Group.

    更新日期:2019-08-29 00:00:00

  • One-Year Safety and Performance Assessment of the Argus II Retinal Prosthesis: A Postapproval Study.

    abstract:Importance:The Argus II Retinal Prosthesis System is indicated for patients with vision loss due to severe to profound outer retinal degeneration, a group with few treatment options. Objectives:To collect postapproval safety and visual function data for the Argus II. Design, Setting, and Participants:Multicenter, pos...

    journal_title:JAMA ophthalmology

    pub_type: 杂志文章

    doi:10.1001/jamaophthalmol.2019.1476

    authors: Schaffrath K,Schellhase H,Walter P,Augustin A,Chizzolini M,Kirchhof B,Grisanti S,Wiedemann P,Szurman P,Richard G,Greenberg RJ,Dorn JD,Parmeggiani F,Rizzo S

    更新日期:2019-05-30 00:00:00

  • Effect of bifocal and prismatic bifocal spectacles on myopia progression in children: three-year results of a randomized clinical trial.

    abstract:IMPORTANCE:Myopia is a significant public health problem, making it important to determine whether a bifocal spectacle treatment involving near prism slows myopia progression in children. OBJECTIVE:To determine whether bifocal and prismatic bifocal spectacles control myopia in children with high rates of myopia progre...

    journal_title:JAMA ophthalmology

    pub_type: 杂志文章,随机对照试验

    doi:10.1001/jamaophthalmol.2013.7623

    authors: Cheng D,Woo GC,Drobe B,Schmid KL

    更新日期:2014-03-01 00:00:00

  • Quantitative Fundus Autofluorescence in Early and Intermediate Age-Related Macular Degeneration.

    abstract:IMPORTANCE:Increased lipofuscin accumulation is assumed to be an important factor in the pathogenesis of age-related macular degeneration (AMD), although direct evidence for this hypothesis is missing. OBJECTIVE:To quantitatively investigate lipofuscin-associated fundus autofluorescence (AF) in patients with early and...

    journal_title:JAMA ophthalmology

    pub_type: 杂志文章

    doi:10.1001/jamaophthalmol.2016.1475

    authors: Gliem M,Müller PL,Finger RP,McGuinness MB,Holz FG,Charbel Issa P

    更新日期:2016-07-01 00:00:00

  • Association of Visual Impairment and All-Cause 10-Year Mortality Among Indigenous Australian Individuals Within Central Australia: The Central Australian Ocular Health Study.

    abstract:Importance:It is well established from different population-based studies that visual impairment is associated with increased mortality rate. However, to our knowledge, the association of visual impairment with increased mortality rate has not been reported among indigenous Australian individuals. Objective:To assess ...

    journal_title:JAMA ophthalmology

    pub_type: 杂志文章,多中心研究

    doi:10.1001/jamaophthalmol.2017.6787

    authors: Ng SK,Kahawita S,Andrew NH,Henderson T,Craig JE,Landers J

    更新日期:2018-05-01 00:00:00

  • Association of the Gutta-Induced Microenvironment With Corneal Endothelial Cell Behavior and Demise in Fuchs Endothelial Corneal Dystrophy.

    abstract:Importance:The number and size of guttae increase over time in Fuchs endothelial corneal dystrophy (FECD); however, the association between these physical parameters and disease pathogenesis is unclear. Objective:To determine the role of guttae in corneal endothelial cell function. Design, Settings, and Participants:...

    journal_title:JAMA ophthalmology

    pub_type: 杂志文章

    doi:10.1001/jamaophthalmol.2018.2031

    authors: Kocaba V,Katikireddy KR,Gipson I,Price MO,Price FW,Jurkunas UV

    更新日期:2018-08-01 00:00:00

  • Global burden of eye and vision disease as reflected in the Cochrane Database of Systematic Reviews.

    abstract:IMPORTANCE:Eye and vision disease burden should help guide ophthalmologic research prioritization. The Global Burden of Disease (GBD) Study 2010 compiled data from 1990 to 2010 on 291 diseases and injuries, 1160 disease and injury sequelae, and 67 risk factors in 187 countries. The Cochrane Database of Systematic Revie...

    journal_title:JAMA ophthalmology

    pub_type: 杂志文章

    doi:10.1001/jamaophthalmol.2014.3527

    authors: Boyers LN,Karimkhani C,Hilton J,Richheimer W,Dellavalle RP

    更新日期:2015-01-01 00:00:00

  • Measurement precision in a series of visual fields acquired by the standard and fast versions of the Swedish interactive thresholding algorithm: analysis of large-scale data from clinics.

    abstract:IMPORTANCE:Swedish Interactive Thresholding Algorithm (SITA) testing strategies for the Humphrey Field Analyzer have become a clinical standard. Measurements from SITA Fast are thought to be more variable than SITA Standard, yet some clinics routinely use SITA Fast because it is quicker. OBJECTIVE:To examine the measu...

    journal_title:JAMA ophthalmology

    pub_type: 杂志文章,多中心研究

    doi:10.1001/jamaophthalmol.2014.4237

    authors: Saunders LJ,Russell RA,Crabb DP

    更新日期:2015-01-01 00:00:00

  • β-Zone Parapapillary Atrophy and Rates of Glaucomatous Visual Field Progression: African Descent and Glaucoma Evaluation Study.

    abstract:Importance:β-zone parapapillary atrophy (βPPA) has been reported as a risk factor for glaucoma onset and progression. Previous studies have shown that the prevalence of βPPA differs between individuals of African descent (AD) and European descent (ED). Objective:To test whether the association between the presence and...

    journal_title:JAMA ophthalmology

    pub_type: 杂志文章,多中心研究

    doi:10.1001/jamaophthalmol.2017.1082

    authors: De Moraes CG,Murphy JT,Kaplan CM,Reimann JJ,Skaat A,Blumberg DM,Al-Aswad L,Cioffi GA,Girkin CA,Medeiros FA,Weinreb RN,Zangwill L,Liebmann JM

    更新日期:2017-06-01 00:00:00

  • Transient Ciliochoroidal Detachment After Ab Interno Trabeculotomy for Open-Angle Glaucoma: A Prospective Anterior-Segment Optical Coherence Tomography Study.

    abstract:IMPORTANCE:Although trabeculotomy is a glaucoma surgical procedure for modest intraocular pressure (IOP) reduction, some eyes exhibit very low IOP during the early postoperative period. To our knowledge, the reason and its effect have not been investigated. OBJECTIVES:To investigate ciliochoroidal detachment (CCD) imm...

    journal_title:JAMA ophthalmology

    pub_type: 杂志文章

    doi:10.1001/jamaophthalmol.2015.5765

    authors: Akagi T,Nakano E,Nakanishi H,Uji A,Yoshimura N

    更新日期:2016-03-01 00:00:00

  • Trends in Visual Health Inequalities in Childhood Through Associations of Visual Function With Sex and Social Position Across 3 UK Birth Cohorts.

    abstract:Importance:Despite the existing country-specific strategies tackling social inequalities in visual health in adults, little is known about trends in visual function in childhood and its association with social position. Objective:To investigate the distribution of childhood visual function in the United Kingdom and as...

    journal_title:JAMA ophthalmology

    pub_type: 杂志文章

    doi:10.1001/jamaophthalmol.2017.2812

    authors: Bountziouka V,Cumberland PM,Rahi JS

    更新日期:2017-09-01 00:00:00

  • Evaluation of Postoperative Povidone-Iodine in Adjustable Suture Strabismus Surgery to Reduce Suture Colonization: A Randomized Clinical Trial.

    abstract:Importance:Although the association between suture colonization and postoperative infections remains hypothetical, measures to reduce perioperative suture colonization may minimize postoperative infections. The suture colonization rate in adjustable suture strabismus surgery is not well defined, and the effect of povid...

    journal_title:JAMA ophthalmology

    pub_type: 杂志文章,随机对照试验

    doi:10.1001/jamaophthalmol.2016.2926

    authors: Rossetto JD,Suwannaraj S,Cavuoto KM,Spierer O,Miller D,McKeown CA,Capo H

    更新日期:2016-10-01 00:00:00

  • Myocilin Mutations in Patients With Normal-Tension Glaucoma.

    abstract:Importance:Mutations in the myocilin (MYOC) gene are the most common molecularly defined cause of primary open-angle glaucoma that typically occurs in patients with high intraocular pressures (IOP). One MYOC mutation, p.Gln368Ter, has been associated with as many as 1.6% of primary open-angle glaucoma cases that had a ...

    journal_title:JAMA ophthalmology

    pub_type: 杂志文章

    doi:10.1001/jamaophthalmol.2019.0005

    authors: Alward WLM,van der Heide C,Khanna CL,Roos BR,Sivaprasad S,Kam J,Ritch R,Lotery A,Igo RP Jr,Cooke Bailey JN,Stone EM,Scheetz TE,Kwon YH,Pasquale LR,Wiggs JL,Fingert JH,NEIGHBORHOOD Consortium.

    更新日期:2019-05-01 00:00:00