WO2022145511A1 - Method for providing information for predicting diabetic cataract - Google Patents
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- WO2022145511A1 WO2022145511A1 PCT/KR2020/019291 KR2020019291W WO2022145511A1 WO 2022145511 A1 WO2022145511 A1 WO 2022145511A1 KR 2020019291 W KR2020019291 W KR 2020019291W WO 2022145511 A1 WO2022145511 A1 WO 2022145511A1
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- cataract
- aqueous humor
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- diabetic cataract
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- 206010007749 Cataract diabetic Diseases 0.000 title claims abstract description 39
- 201000007025 diabetic cataract Diseases 0.000 title claims abstract description 39
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N33/00—Investigating or analysing materials by specific methods not covered by groups G01N1/00 - G01N31/00
- G01N33/48—Biological material, e.g. blood, urine; Haemocytometers
- G01N33/50—Chemical analysis of biological material, e.g. blood, urine; Testing involving biospecific ligand binding methods; Immunological testing
- G01N33/82—Chemical analysis of biological material, e.g. blood, urine; Testing involving biospecific ligand binding methods; Immunological testing involving vitamins or their receptors
Definitions
- the present invention relates to an information providing method for predicting diabetic cataract.
- Vitamin D is a multifunctional molecule that plays important roles in a variety of biological functions, including the regulation of calcium homeostasis. For example, vitamin D has been shown to reduce inflammatory mediators and act as antioxidants. Numerous studies show an inverse relationship between vitamin D levels and chronic diseases associated with chronic inflammation, including diabetes, high blood pressure, heart disease, multiple sclerosis, schizophrenia, and rheumatoid arthritis.
- Vitamin D is identified in two forms: D2 (ergocalciferol) and D3 (cholecalciferol). Vitamin D status is primarily determined by measuring serum concentrations of a total of 25-hydroxyvitamin D (25(OH)D), including two forms of vitamin D. In general, when the serum concentration is less than 20 ng/ml, it is judged to be vitamin D deficiency, and when the serum concentration is 20 to 30 ng/ml, it is judged to be vitamin D deficiency.
- the aqueous humor is a clear liquid that occupies the anterior part of the eye, derived from plasma but differs in composition from serum, with lower protein and glucose concentrations and higher ascorbic acid concentrations than serum.
- the aqueous humor functions to supply oxygen and nutrients to the eye tissues and remove wastes. Since the lens is an avascular internal ocular organ that is supplied with oxygen and nutrients by aqueous humor, changes in the composition of the aqueous humor can lead to cataracts.
- a method of providing information for prediction of diabetic cataract comprising measuring the concentration of 25-hydroxyvitamin D in aqueous humor isolated from a subject with cataracts.
- the present invention it is possible to accurately diagnose a target patient by providing information on the predictability of diabetic cataract. Accordingly, it can further help to provide an accurate treatment method.
- 1 is a graphical representation of the correlation of 25(OH)D concentrations in serum and aqueous humor.
- 2 is a graph showing the concentration of 25(OH)D in aqueous humor in senile cataract patients and diabetic cataract patients.
- the present invention relates to an information providing method for prediction of diabetic cataract comprising the step of measuring the concentration of 25-hydroxyvitamin D (25-Hydroxyvitamin D, 25(OH)D) in aqueous humor isolated from a cataract individual. it's about
- a cataract refers to a disease in which visual acuity is reduced due to a clouding of the sensory receptor, and includes, for example, diseases such as senile cataract and diabetic cataract.
- the cataract individual refers to all individuals with cataract symptoms even if they are not diagnosed with cataracts or are not diagnosed with cataracts due to genetic or environmental factors, and may be, for example, mammals including humans, but is not limited thereto. .
- the aqueous humor refers to a transparent liquid in the form of water that fills the space between the cornea and iris of the eye and between the iris and the lens, and is also called an aqueous humor or aqueous humor.
- 25-hydroxyvitamin D is a metabolite of vitamin D, 25-hydroxyvitamin D2 or vitamin D3 (cholesterol), which is a metabolite of vitamin D2 (ergocalciferol) 25-hydroxyvitamin D3, which is a metabolite of calciferol).
- concentrations may be measured, each concentration may be measured, or the total concentration thereof may be measured.
- the step of measuring the concentration of 25(OH)D can be generally used as long as it is a method for measuring the concentration of a vitamin or its metabolite, for example, by fluorescence emission or a concentration measurement kit can be used.
- the present invention is not limited thereto.
- the information providing method of the present invention may further include a step of measuring the 25(OH)D concentration of the aqueous humor isolated from the individual and predicting that the likelihood of diabetic cataract is higher than that of the control group if the concentration is higher than that of the control group. have.
- the present inventors confirmed that the 25(OH)D concentration of the aqueous humor in diabetic cataract individuals was higher on average compared to the senile cataract individuals, so that the 25(OH)D concentration in the aqueous humor and diabetic cataracts was positively correlated. confirmed that there is. Therefore, by measuring the 25(OH)D concentration of aqueous humor isolated from the individual, if the concentration is higher than that of the control, it can be predicted that the likelihood of diabetic cataract is higher than that of the control.
- the comparison of the concentration may be to compare the concentration of 25-hydroxyvitamin D2, vitamin 25-hydroxyvitamin D3, or a total concentration thereof, but is not limited thereto.
- the control group may be any one cataract individual, any one diabetic cataract or senile cataract individual, may be an average value of concentration measurements of one or more cataract individuals, and may be a concentration measurement of one or more senile cataract individual It may be an average value of the values, and may be an average value of concentration measurement values of one or more diabetic cataract individuals, but is not limited thereto.
- ophthalmologic examinations including best-corrected visual acuity and intraocular pressure measurements, slit lamp biomicroscopy, and fundus examination.
- the selected patients were divided into senile cataract and diabetic cataract patients.
- Patients with combined cataracts including those with ocular trauma, uveitis, and cataracts due to long-term steroid use, and those who had previously undergone ophthalmic surgery were excluded.
- the diabetic cataract group included patients with well-controlled diabetes mellitus (hemoglobin A1C ⁇ 7%) with nonproliferative diabetic retinopathy.
- Cataract type and severity were graded using the Lens Opacity Classification System III.
- Anterior volume (ACV), axial anterior depth (ACD), and central corneal thickness (CCT) were measured using a Pentacam system (Oculus Inc., Wetzlar, Germany), and ocular vitality was measured with IOL Master.
- the system (IOL Master 500, Carl Zeiss Meditec, Jena, Germany) measured the axial length (AL) using signals from the tear film and retinal pigment epithelium. Corneal endothelial cell number and morphology were investigated by CellChek XL (Konan Medical, Irvine, CA, USA), and retinal macular thickness was measured using spectralis OCT volume scan (Heidelberg Engineering, Heidelberg, Germany). Patients underwent a slit lamp test for tear film break-up time (TBUT) and Schirmer's test, and questionnaires were performed to assess occupation, average daily activity level, and vitamin D supplementation use.
- TBUT tear film break-up time
- Schirmer's test questionnaires were performed to assess occupation, average daily activity level, and vitamin D supplementation use.
- 25(OH)D bound in the first step is released from Vitamin D Binding Protein (VDBP), and 25(OH)D released in the second step binds to additional ruthenium labeled VDBP to form a complex to form
- VDBP Vitamin D Binding Protein
- 25(OH)D released in the second step binds to additional ruthenium labeled VDBP to form a complex to form
- biotin unbound ruthenium-labeled VDBP is removed by adding streptavidin-coated microparticles, and 25(OH)D is labeled with biotin. Applying a voltage to the electrode induces the ruthenium labeled VDBP-25(OH)D complex to emit chemiluminescence, which is measured with a photomultiplier tube. The signal generated was inversely proportional to the 25(OH)D concentration of the original sample. The measured concentration was standardized with the instrument-generated calibration curve, and the volume of each aqueous humor collected from the anterior chamber was about 150-
- Proportions of variables in the geriatric and diabetic cataract groups were compared using Fisher's exact test.
- the adjustment variable selected for multivariate analysis is a variable with a P value of less than 0.15 and no multicollinearity in univariate analysis.
- clinically significant variables were included in the multivariate analysis for adjustment.
- the adjusted OR of aqueous humor vitamin D was calculated separately according to quartiles (Model 1) and continuous variables (Model 2).
- Factors affecting the aqueous humor and serum vitamin D concentrations were evaluated by multivariate linear regression analysis using covariates with p values less than or equal to 0.15 in univariate analysis and those related to serum vitamin D concentrations. Since the concentrations of aqueous humor and serum vitamin D did not satisfy the normality assumption, the data were transformed to a partial rank probability method. All statistical analyzes were performed with SAS version 9.4 software (SAS Institute Inc., Cary, NC, USA), and bilateral p values ⁇ 0.05 were considered statistically significant.
- Tables 2 and 3 summarize the differences in each factor by cataract type. Most clinical and ophthalmic characteristics, such as gender, age, average daily outdoor time, occupation, and use of vitamin D supplementation, were associated with geriatric and diabetic cataract There were no significant differences between the patient groups (Table 2).
- the mean value (IQR) of the 25(OH)D concentration was 10.3 ng/mL in aqueous humor and 15.6 ng/mL in serum (Table 1). Measurements using the Cobas e602 module were possible when the sample volume was greater than 400uL.
- Aqueous 25(OH)D concentration was related to gender and cataract type, and serum 25(OH)D concentration was related to gender (Table 1).
- the median values (IQR) of the aqueous humor vitamin D concentrations according to stages 0-1, 2-3, and 4-5 of nuclear color (NC) were 12.8, 10.4, and 8.2, respectively.
- the median values (IQR) of the aqueous humor vitamin D concentrations according to nuclear opalescence (NO) 0-1, 2-3, and 4-5 stages were 12.9, 10.4, and 8.4, respectively.
- the ophthalmic test results and total 25(OH) concentrations in aqueous humor and serum were compared in diabetic cataract and senile cataract patient groups (Table 3).
- the ophthalmic test results were similar between the two groups, but the aqueous 25(OH)D concentration in the aqueous humor and serum showed that the aqueous 25(OH)D concentration was higher in diabetic cataracts (FIG. 2).
- Factors included in multivariate logistic regression analysis were hypertension, AL, and 25(OH)D concentration in aqueous humor, all of which were significant in univariate analysis.
- Factors affecting the 25(OH)D concentration in aqueous humor were gender and type of cataract.
- the 25(OH)D concentration in the aqueous humor was 2.79 ng/ml higher in men than in women and 2.68 ng/ml higher in diabetic cataract patients than in senile cataract patients (Table 5).
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Abstract
The present invention relates to a method for providing information for predicting diabetic cataract, the method measuring the concentration of 25-hydroxy vitamin D in aqueous humour obtained from an individual for the prediction. As higher concentration in comparison to that of a control group indicates a higher probability of diabetic cataract, the present invention can aid in diagnosing the disease.
Description
본 발명은 당뇨병성 백내장 예측을 위한 정보제공 방법에 관한 것이다. The present invention relates to an information providing method for predicting diabetic cataract.
비타민 D는 칼슘 항상성 조절을 포함하여, 다양한 생물학적 기능에서 중요한 역할을 하는 다기능 분자이다. 예를 들어, 비타민 D는 염증 매개체를 줄이고 항산화 작용을 하는 것으로 나타났다. 많은 연구에서 비타민 D 농도와 당뇨병, 고혈압, 심장병, 다발성 경화증, 정신분열증, 류마티스 관절염을 포함한 만성 염증과 관련된 만성 질환 사이에 역관계가 있음을 보여준다. Vitamin D is a multifunctional molecule that plays important roles in a variety of biological functions, including the regulation of calcium homeostasis. For example, vitamin D has been shown to reduce inflammatory mediators and act as antioxidants. Numerous studies show an inverse relationship between vitamin D levels and chronic diseases associated with chronic inflammation, including diabetes, high blood pressure, heart disease, multiple sclerosis, schizophrenia, and rheumatoid arthritis.
비타민 D는 D2(에르고칼시페롤) 및 D3(콜레칼시페롤)의 두 가지 형태로 확인된다. 비타민 D의 상태는 주로 두 가지 형태의 비타민 D를 포함하는 총 25-히드록시비타민 D (25(OH)D)의 혈청 농도를 측정하여 결정된다. 일반적으로 혈청 농도가 20ng/ml 미만인 경우 비타민 D 결핍으로 판단하고, 20 내지 30ng/ml인 경우는 비타민 D 부족으로 판단한다. Vitamin D is identified in two forms: D2 (ergocalciferol) and D3 (cholecalciferol). Vitamin D status is primarily determined by measuring serum concentrations of a total of 25-hydroxyvitamin D (25(OH)D), including two forms of vitamin D. In general, when the serum concentration is less than 20 ng/ml, it is judged to be vitamin D deficiency, and when the serum concentration is 20 to 30 ng/ml, it is judged to be vitamin D deficiency.
안방수는 눈의 앞쪽 부분을 차지하는 투명한 액체로, 혈장에서 유래하지만 구성은 혈청과 다르며, 단백질 및 포도당 농도가 낮고 아스코르브산 농도는 혈청보다 높다. 또한, 안방수는 안구 조직에 산소와 영양소를 공급하고 노폐물을 제거하는 기능을 한다. 수정체는 방수에 의해 산소와 영양소가 공급되는 무혈관 내부 안구 기관이므로 안방수 구성의 변화는 백내장으로 이어질 수 있다. The aqueous humor is a clear liquid that occupies the anterior part of the eye, derived from plasma but differs in composition from serum, with lower protein and glucose concentrations and higher ascorbic acid concentrations than serum. In addition, the aqueous humor functions to supply oxygen and nutrients to the eye tissues and remove wastes. Since the lens is an avascular internal ocular organ that is supplied with oxygen and nutrients by aqueous humor, changes in the composition of the aqueous humor can lead to cataracts.
기존에 혈청의 25-하이드록시 비타민 D(25-Hydroxyvitamin D, 25(OH)D) 농도가 안구 질환과 관련이 있음은 알려져 있었으나, 본 발명은 안방수의 25-하이드록시 비타민 D 농도를 측정하여 안구 질환과의 관련성을 확인하고자 한 것이다. Previously, it was known that the serum 25-hydroxyvitamin D (25-hydroxyvitamin D, 25(OH)D) concentration was related to eye diseases, but the present invention measured the 25-hydroxyvitamin D concentration in the aqueous humor. The purpose of this study was to confirm the relationship with eye diseases.
1. 백내장인 개체로부터 분리된 안방수에서 25-하이드록시비타민 D 농도를 측정하는 단계를 포함하는 당뇨병성 백내장의 예측을 위한 정보제공방법.1. A method of providing information for prediction of diabetic cataract comprising measuring the concentration of 25-hydroxyvitamin D in aqueous humor isolated from a subject with cataracts.
2. 위 1에 있어서, 상기 농도가 대조군 대비 높으면 상기 대조군 대비 당뇨병성 백내장일 가능성이 더 높을 것으로 예측하는 단계;를 더 포함하는, 당뇨병성 백내장의 예측을 위한 정보제공방법.2. In the above 1, when the concentration is higher than that of the control, predicting that the likelihood of diabetic cataract is higher than that of the control; further comprising, an information providing method for predicting diabetic cataract.
3. 위 2에 있어서, 상기 대조군은 노인성 백내장 개체인, 당뇨병성 백내장의 예측을 위한 정보제공방법.3. The method of providing information for the prediction of diabetic cataract according to the above 2, wherein the control group is an senile cataract individual.
본 발명을 통해 당뇨병성 백내장으로 예측할 수 있는 가능성에 대한 정보를 제공하여 대상 환자의 정확한 진단이 가능할 수 있도록 한다. 이에, 나아가 정확한 치료 방법을 제공할 수 있도록 도움을 줄 수 있다. Through the present invention, it is possible to accurately diagnose a target patient by providing information on the predictability of diabetic cataract. Accordingly, it can further help to provide an accurate treatment method.
도 1은 혈청 및 안방수에서의 25(OH)D 농도의 연관성을 그래프로 나타낸 것이다. 1 is a graphical representation of the correlation of 25(OH)D concentrations in serum and aqueous humor.
도 2는 노인성 백내장 환자 및 당뇨병성 백내장 환자에서 안방수의 25(OH)D 농도를 그래프로 나타낸 것이다.2 is a graph showing the concentration of 25(OH)D in aqueous humor in senile cataract patients and diabetic cataract patients.
이하 본 발명을 상세히 설명한다.Hereinafter, the present invention will be described in detail.
본 발명은 백내장인 개체로부터 분리된 안방수에서 25-하이드록시비타민 D (25-Hydroxyvitamin D, 25(OH)D) 농도를 측정하는 단계;를 포함하는 당뇨병성 백내장의 예측을 위한 정보제공방법에 관한 것이다.The present invention relates to an information providing method for prediction of diabetic cataract comprising the step of measuring the concentration of 25-hydroxyvitamin D (25-Hydroxyvitamin D, 25(OH)D) in aqueous humor isolated from a cataract individual. it's about
본 발명에서 백내장은 수청체가 혼탁됨으로써 시력이 저하되는 질환을 의미하는 것으로, 예를 들어 노인성 백내장, 당뇨병성 백내장 등의 질환을 포함한다. In the present invention, a cataract refers to a disease in which visual acuity is reduced due to a clouding of the sensory receptor, and includes, for example, diseases such as senile cataract and diabetic cataract.
상기 백내장인 개체는 백내장으로 진단받거나 유전적 또는 환경적 요인에 의해 백내장으로 진단받지 않아도 백내장 증상이 있는 개체를 모두 의미하는 것으로, 예를 들어 인간을 포함하는 포유류일 수 있으나, 이에 제한되는 것은 아니다.The cataract individual refers to all individuals with cataract symptoms even if they are not diagnosed with cataracts or are not diagnosed with cataracts due to genetic or environmental factors, and may be, for example, mammals including humans, but is not limited thereto. .
본 발명에서 안방수(aqueous humor)는 눈의 각막과 홍채 사이 및 홍재와 수정체 사이를 가득 채운 물 모양의 투명한 액을 말하는 것으로, 안방액 또는 방수라고도 불린다. In the present invention, the aqueous humor refers to a transparent liquid in the form of water that fills the space between the cornea and iris of the eye and between the iris and the lens, and is also called an aqueous humor or aqueous humor.
본 발명에서 25-하이드록시비타민 D (25-Hydroxyvitamin D, 25(OH)D)는 비타민 D의 대사체로, 비타민 D2(에르고칼시페롤)의 대사체인 25-하이드록시비타민 D2 또는 비타민 D3(콜레칼시페롤)의 대사체인 25-하이드록시비타민 D3일 수 있다. 이들 중 하나의 농도를 측정할 수도 있고, 각각의 농도를 측정할 수도 있고, 이들의 합계 농도를 측정할 수도 있다.In the present invention, 25-hydroxyvitamin D (25-Hydroxyvitamin D, 25(OH)D) is a metabolite of vitamin D, 25-hydroxyvitamin D2 or vitamin D3 (cholesterol), which is a metabolite of vitamin D2 (ergocalciferol) 25-hydroxyvitamin D3, which is a metabolite of calciferol). One of these concentrations may be measured, each concentration may be measured, or the total concentration thereof may be measured.
본 발명에서 25(OH)D의 농도를 측정하는 단계는 일반적으로 비타민 또는 그 대사체의 농도를 측정하는 방법이라면 모두 사용될 수 있는 것이고, 예를 들어 형광 발광에 의하거나, 농도 측정 키트를 사용할 수 있으나, 이에 제한되는 것은 아니다.In the present invention, the step of measuring the concentration of 25(OH)D can be generally used as long as it is a method for measuring the concentration of a vitamin or its metabolite, for example, by fluorescence emission or a concentration measurement kit can be used. However, the present invention is not limited thereto.
본 발명의 정보제공방법은 개체로부터 분리된 안방수의 25(OH)D 농도를 측정하여 상기 농도가 대조군 대비 높으면 상기 대조군 대비 당뇨병성 백내장일 가능성이 더 높을 것으로 예측하는 단계;를 더 포함할 수 있다.The information providing method of the present invention may further include a step of measuring the 25(OH)D concentration of the aqueous humor isolated from the individual and predicting that the likelihood of diabetic cataract is higher than that of the control group if the concentration is higher than that of the control group. have.
본 발명자들은 노인성 백내장 개체 대비 당뇨병성 백내장 개체에서의 안방수의 25(OH)D 농도가 평균적으로 더 높음을 확인하여, 당뇨병성 백내장과 안방수의 25(OH)D 농도가 양의 상관 관계가 있음을 확인하였다. 따라서, 개체로부터 분리된 안방수의 25(OH)D 농도를 측정하여 상기 농도가 대조군 대비 높으면 상기 대조군 대비 당뇨병성 백내장일 가능성이 더 높을 것으로 예측할 수 있다.The present inventors confirmed that the 25(OH)D concentration of the aqueous humor in diabetic cataract individuals was higher on average compared to the senile cataract individuals, so that the 25(OH)D concentration in the aqueous humor and diabetic cataracts was positively correlated. confirmed that there is. Therefore, by measuring the 25(OH)D concentration of aqueous humor isolated from the individual, if the concentration is higher than that of the control, it can be predicted that the likelihood of diabetic cataract is higher than that of the control.
상기 농도의 비교는 25-하이드록시비타민 D2의 농도, 비타민 25-하이드록시비타민 D3 또는 이들의 합계 농도를 비교하는 것일 수 있으나, 이에 제한되는 것은 아니다.The comparison of the concentration may be to compare the concentration of 25-hydroxyvitamin D2, vitamin 25-hydroxyvitamin D3, or a total concentration thereof, but is not limited thereto.
상기 대조군은 임의의 하나의 백내장 개체일 수 있고, 임의의 하나의 당뇨병성 백내장 또는 노인성 백내장 개체일 수 있고, 하나 이상의 백내장 개체의 농도 측정 값의 평균값일 수 있고, 하나 이상의 노인성 백내장 개체의 농도 측정 값의 평균값일 수 있고, 하나 이상의 당뇨병성 백내장 개체의 농도 측정 값의 평균값일 수 있으나, 이에 제한되는 것은 아니다. The control group may be any one cataract individual, any one diabetic cataract or senile cataract individual, may be an average value of concentration measurements of one or more cataract individuals, and may be a concentration measurement of one or more senile cataract individual It may be an average value of the values, and may be an average value of concentration measurement values of one or more diabetic cataract individuals, but is not limited thereto.
이하, 본 발명을 구체적으로 설명하기 위해 실시예를 들어 상세하게 설명하기로 한다. Hereinafter, examples will be given to describe the present invention in detail.
실험 대상 및 방법Experimental subjects and methods
1. 실험 디자인1. Experimental design
본 연구는 진주 경상대학교 병원에서 실시한 전향적 연구로, 2017년 1월부터 11월까지 백내장 수술을 받은 136명의 환자로부터 수액과 혈청 샘플을 채취하였다. 본 연구는 경상대학교 IRB(2017-01-011)의 승인을 받아 수행하였고, 모든 환자는 참여하기 전 서면 동의를 받았다.This study is a prospective study conducted at Gyeongsang National University Hospital in Jinju. From January to November 2017, fluid and serum samples were collected from 136 patients who underwent cataract surgery. This study was conducted with the approval of Gyeongsang National University IRB (2017-01-011), and all patients obtained written consent prior to participation.
2. 환자군 대상 확인 및 실험 조건2. Identification of patient groups and experimental conditions
환자의 병력을 수집한 후, 모든 환자들은 최상의 교정 시력 및 안압 측정, 세극등 생체 현미경 및 안저검사를 포함한 안과 검사를 받았다. 선별된 환자들은 노인성 백내장과 당뇨병성 백내장 환자로 구분하였다. 안구 외상, 포도막염, 스테로이드의 장기간 사용으로 인한 백내장 환자를 포함한 합병성 백내장 환자와 이전에 안과 수술을 받은 환자는 제외되었다. 당뇨병성 백내장 환자군에는 비증식성 당뇨병성 망막병증이 있는 잘 조절된 당뇨병(헤모글로빈 A1C<7%) 환자가 포함되었다. 증식성 당뇨병성 망막증 환자와 유리체 절제술 또는 유리체내 주사를 받은 환자는 대상 그룹에서 제외되었고, 당뇨병 및 기타 안구질환(예를 들어, 녹내장 또는 망막 질환)이 있는 환자는 노인성 백내장 그룹에서 제외되었다. After collecting the patient's medical history, all patients underwent ophthalmologic examinations, including best-corrected visual acuity and intraocular pressure measurements, slit lamp biomicroscopy, and fundus examination. The selected patients were divided into senile cataract and diabetic cataract patients. Patients with combined cataracts, including those with ocular trauma, uveitis, and cataracts due to long-term steroid use, and those who had previously undergone ophthalmic surgery were excluded. The diabetic cataract group included patients with well-controlled diabetes mellitus (hemoglobin A1C<7%) with nonproliferative diabetic retinopathy. Patients with proliferative diabetic retinopathy and those who underwent vitrectomy or intravitreal injection were excluded from the group, and patients with diabetes and other ocular diseases (eg, glaucoma or retinal disease) were excluded from the senile cataract group.
백내장 유형과 중증도는 Lens Opacity Classification System Ⅲ을 이용하여 등급을 매겼다. Pentacam 시스템 (Oculus Inc., Wetzlar, Germany)을 이용하여 전방 용적 (ACV), 축 방향 전방 깊이 (ACD) 및 중앙 각막 두께 (CCT)를 측정하였고, IOL Master로 안구 생체를 측정하였다.Cataract type and severity were graded using the Lens Opacity Classification System III. Anterior volume (ACV), axial anterior depth (ACD), and central corneal thickness (CCT) were measured using a Pentacam system (Oculus Inc., Wetzlar, Germany), and ocular vitality was measured with IOL Master.
시스템 (IOL Master 500, Carl Zeiss Meditec, Jena, Germany)은 눈물 막과 망막 색소 상피의 신호를 사용하여 축 길이 (AL)를 측정하였다. 각막 내피 세포 수와 형태는 CellChek XL (Konan Medical, Irvine, CA, USA)에 의해 조사되었고, 망막 황반 두께는 spectralis OCT 부피 스캔 (Heidelberg Engineering, Heidelberg, Germany)을 사용하여 측정하였다. 환자들은 눈물막 파괴시간 (TBUT) 및 쉬르머 검사를 위해 세극등 검사를 받았고, 직업, 평균 일일 활동량 및 비타민 D 보충제 사용을 평가하기 위해 설문을 수행하였다.The system (IOL Master 500, Carl Zeiss Meditec, Jena, Germany) measured the axial length (AL) using signals from the tear film and retinal pigment epithelium. Corneal endothelial cell number and morphology were investigated by CellChek XL (Konan Medical, Irvine, CA, USA), and retinal macular thickness was measured using spectralis OCT volume scan (Heidelberg Engineering, Heidelberg, Germany). Patients underwent a slit lamp test for tear film break-up time (TBUT) and Schirmer's test, and questionnaires were performed to assess occupation, average daily activity level, and vitamin D supplementation use.
모든 백내장 수술은 경험이 풍부한 외과의사가 수행하였다. 국수 마취를 수행한 후, 주절개(2.2m) 전 백내장 수술을 완료하기 전에 연곽 근처의 투명각막을 통해 30-거즈 투베르쿨린 주사기로 전방 깊이에 따라 약 150~200uL의 안방수를 채취하였다. All cataract surgeries were performed by experienced surgeons. After performing local anesthesia, before completing the cataract surgery before the main incision (2.2 m), about 150-200 μL of aqueous humor was collected according to the depth of the anterior chamber with a 30-gauze tuberculin syringe through the transparent cornea near the peritoneum.
실험 분석experimental analysis
1. 실험 분석1. Experimental analysis
모든 방수 샘플은 채취 직후 실험실로 가져가 비타민 D 농도를 측정하였고, 혈청 표본은 분석될 때까지 -70℃에서 보관하였다. Cobas e602 및 Elecsys Vitamin D Total Kits를 사용하여 총 25 (OH) D의 농도를 측정하였다. 모듈(Roche Diagnostics, Mannheim, Germany)은 두 가지 형태의 25(OH)D (D2 및 D3)를 3단계로 측정하는 전기 화학 발광 분석이다. 첫 번째 단계에서 결합된 25(OH)D는 비타민 D 결합 단백질(Vitamin D Binding Protein, VDBP)에서 방출되고, 두 번째 단계에서 방출된 25(OH)D는 VDBP로 표시된 추가 루테늄에 결합하여 복합체를 형성한다. 세 번째 단계에서 결합되지 않은 루테늄이 표지된 VDBP는 스트렙타비딘이 코팅된 마이크로 입자를 첨가하여 제거되고, 25(OH)D 는 비오틴으로 표지된다. 전극에 전압을 가하면 VDBP-25(OH)D 복합체라고 표시된 루테늄이 화학 발광을 방출하도록 유도하며, 이는 광전자증배관으로 측정된다. 생성된 신호는 원래 샘플의 25(OH)D 농도에 반비례하였다. 측정된 농도는 기기 생성 검량선으로 표준화 하였는데, 전방에서 수집된 각 안방수의 부피는 약 150~200uL였고, Elecsys 키트로 분석된 실제 부피는 40uL였다.All aqueous humor samples were taken to the laboratory immediately after collection to measure vitamin D concentration, and serum samples were stored at -70°C until analysis. A total concentration of 25 (OH) D was measured using Cobas e602 and Elecsys Vitamin D Total Kits. The module (Roche Diagnostics, Mannheim, Germany) is an electrochemiluminescence assay that measures two forms of 25(OH)D (D2 and D3) in three steps. 25(OH)D bound in the first step is released from Vitamin D Binding Protein (VDBP), and 25(OH)D released in the second step binds to additional ruthenium labeled VDBP to form a complex to form In the third step, unbound ruthenium-labeled VDBP is removed by adding streptavidin-coated microparticles, and 25(OH)D is labeled with biotin. Applying a voltage to the electrode induces the ruthenium labeled VDBP-25(OH)D complex to emit chemiluminescence, which is measured with a photomultiplier tube. The signal generated was inversely proportional to the 25(OH)D concentration of the original sample. The measured concentration was standardized with the instrument-generated calibration curve, and the volume of each aqueous humor collected from the anterior chamber was about 150-200uL, and the actual volume analyzed with the Elecsys kit was 40uL.
2. 통계 분석2. Statistical analysis
대부분의 연속 데이터는 Shapiro-Wilk 검정과 Leven's F 검정의 정규성 및 동분산성 가정을 각각 충족하지 않았기 때문에, 범주형 데이터는 숫자(%)로, 연속 데이터는 중앙값(사분위수 범위, IQR)으로 표시된다. Spearman의 순위 상관 분석은 혈청 내 비타민 D의 농도와 안방수 간의 상관 관계를 평가하는데 사용되었다. Mann-Whitney U 검사 또는 Kruskal-Wallis 검사를 이용하여 노인성 및 당뇨병성 백내장 그룹에서 안방수 및 혈청의 비타민 D 농도를 비교하였다.Since most continuous data did not meet the assumptions of normality and equality of variance of the Shapiro-Wilk test and Leven's F test, respectively, categorical data are presented as numbers (%) and continuous data as medians (interquartile range, IQR). . Spearman's rank correlation analysis was used to evaluate the correlation between serum vitamin D concentration and aqueous humor. The aqueous humor and serum vitamin D concentrations were compared in the geriatric and diabetic cataract groups using the Mann-Whitney U test or the Kruskal-Wallis test.
노인성 및 당뇨병성 백내장 그룹의 변수 비율은 피셔 정확 검정을 사용하여 비교하였다. 노인성 백내장에 대한 당뇨병성 백내장의 조정된 오즈비(odds ratio, OR)를 계산하기 위해, 다변량 로지스틱 회귀분석을 수행하였다. 다변량 분석을 위해 선택된 조정 변수는 일변량 분석에서 P 값이 0.15 미만이고, 다중공선성이 없는 변수이다. 또한 임상적으로 중요한 변수는 조정을 위한 다변량 분석에 포함되었다. 안방수 비타민 D의 조정된 OR은 사분위수(모델 1)와 연속변수(모델 2)에 따라 별도로 계산하였다. Proportions of variables in the geriatric and diabetic cataract groups were compared using Fisher's exact test. To calculate the adjusted odds ratio (OR) of diabetic cataract to senile cataract, multivariate logistic regression analysis was performed. The adjustment variable selected for multivariate analysis is a variable with a P value of less than 0.15 and no multicollinearity in univariate analysis. In addition, clinically significant variables were included in the multivariate analysis for adjustment. The adjusted OR of aqueous humor vitamin D was calculated separately according to quartiles (Model 1) and continuous variables (Model 2).
안방수 및 혈청의 비타민 D 농도에 영향을 미치는 요인은 일변량 분석에서 p 값이 0.15 이하인 공변량과 혈청 비타민 D 농도와 관련된 공변량을 사용하여 다변량 선형 회귀 분석에 의해 평가되었다. 안방수 및 혈청의 비타민 D의 농도가 정규성 가정을 만족하지 않았기 때문에, 데이터는 부분 순위 확률 방법으로 변환되었다. 모든 통계 분석은 SAS 버전 9.4 소프트웨어 (SAS Institute Inc., Cary, NC, USA)로 수행하였고, 양측 p값 <0.05는 통계적으로 유의한 것으로 간주되었다.Factors affecting the aqueous humor and serum vitamin D concentrations were evaluated by multivariate linear regression analysis using covariates with p values less than or equal to 0.15 in univariate analysis and those related to serum vitamin D concentrations. Since the concentrations of aqueous humor and serum vitamin D did not satisfy the normality assumption, the data were transformed to a partial rank probability method. All statistical analyzes were performed with SAS version 9.4 software (SAS Institute Inc., Cary, NC, USA), and bilateral p values <0.05 were considered statistically significant.
실험 결과Experiment result
1. 실험 대상의 특성1. Characteristics of the test subject
본 연구는 87명의 노인성 백내장 환자, 49명의 당뇨병성 백내장 환자, 총 136명의 환자를 대상으로 하였다. 이들의 인구통계학적 및 임상적 특성은 표 1에 기재된 바와 같다.A total of 136 patients were included in this study, including 87 geriatric cataract patients and 49 diabetic cataract patients. Their demographic and clinical characteristics are shown in Table 1.
[표 1][Table 1]
안방수(11.5 vs. 7.5 ng/mL, P = 0.010) 및 혈청(20.1 vs. 14.2 ng/mL, P = 0.02)의 비타민 D 농도는 여성보다 남성에서 더 높았다(p=0.02). 또한, 안방수의 비타민 D 농도는 노인성 백내장 환자보다 당뇨병성 백내장 환자에서 더욱 높았다(12.6 vs. 8.8 ng/mL, P = 0.006). 표 2 및 3은 백내장 유형에 따른 각 요인의 차이를 요약한 것으로, 성별, 연령, 평균 일일 야외 활동 시간, 직업 및 비타민 D 보충제 사용과 같은 대부분의 임상 요인과 안과적 특성은 노인성 및 당뇨병성 백내장 환자 그룹간에 유의한 차이가 없었다(표 2). Vitamin D concentrations in aqueous humor (11.5 vs. 7.5 ng/mL, P = 0.010) and serum (20.1 vs. 14.2 ng/mL, P = 0.02) were higher in males than females (p=0.02). Also, the vitamin D concentration in the aqueous humor was higher in diabetic cataract patients than in geriatric cataract patients (12.6 vs. 8.8 ng/mL, P = 0.006). Tables 2 and 3 summarize the differences in each factor by cataract type. Most clinical and ophthalmic characteristics, such as gender, age, average daily outdoor time, occupation, and use of vitamin D supplementation, were associated with geriatric and diabetic cataract There were no significant differences between the patient groups (Table 2).
[표 2][Table 2]
또한, 고혈압 유병률은 노인성 백내장 환자보다 당뇨병성 백내장 환자에서 더 높았으며(p=0.012), 안축장(Axial Length, AL)>24mm 환자의 비율은 당뇨병성 백내장 환자군보다 노인성 백내장 환자군에서 더 높았다(p=0.003, 표 3).Also, the prevalence of hypertension was higher in diabetic cataract patients than in geriatric cataract patients (p=0.012), and the proportion of axial length (AL) >24 mm patients was higher in the elderly cataract group than in the diabetic cataract group (p=0.012). 0.003, Table 3).
[표 3][Table 3]
2. 안방수 및 혈청의 총 25(OH) 농도 비교2. Comparison of total 25(OH) concentration in aqueous humor and serum
25(OH)D 농도의 평균값(IQR)은 안방수에서 10.3ng/mL, 혈청에서 15.6ng/mL 였다(표 1). Cobas e602 모듈을 사용하여 측정하는 경우에는 샘플 부피가 400uL 보다 클 경우에 가능했다. The mean value (IQR) of the 25(OH)D concentration was 10.3 ng/mL in aqueous humor and 15.6 ng/mL in serum (Table 1). Measurements using the Cobas e602 module were possible when the sample volume was greater than 400uL.
안방수 및 혈청의 25(OH)D 농도 사이에는 유의한 상관 관계를 보이지 않았다(p=0.381; 도 1). 안방수 25(OH)D 농도는 성별 및 백내장 유형과 관련 있었고, 혈청 25(OH)D 농도는 성별과 관련이 있었다(표 1). 평균 농도값은 남성보다 여성에서 4.0ng/mL 더 낮았고(p=0.010), 노인 환자에서 당뇨병성 백내장 환자보다 3.8ng/mL 더 낮았다(p=0.006). 핵 색상(nuclear color, NC)의 0-1, 2-3 및 4-5 단계에 따른 안방수 비타민 D 농도의 중간값(IQR)은 각각 12.8, 10.4 및 8.2 였다. 또한, 핵 유백광(nuclear opalescence, NO) 0-1, 2-3 및 4-5 단계에 따른 안방수 비타민 D 농도의 중간값(IQR)은 각각 12.9, 10.4 및 8.4로 나타났다. There was no significant correlation between aqueous humor and serum 25(OH)D concentrations (p=0.381; FIG. 1). Aqueous 25(OH)D concentration was related to gender and cataract type, and serum 25(OH)D concentration was related to gender (Table 1). Mean concentration values were 4.0 ng/mL lower in women than in men (p=0.010), and 3.8 ng/mL lower in elderly patients than in diabetic cataract patients (p=0.006). The median values (IQR) of the aqueous humor vitamin D concentrations according to stages 0-1, 2-3, and 4-5 of nuclear color (NC) were 12.8, 10.4, and 8.2, respectively. In addition, the median values (IQR) of the aqueous humor vitamin D concentrations according to nuclear opalescence (NO) 0-1, 2-3, and 4-5 stages were 12.9, 10.4, and 8.4, respectively.
3. 백내장의 유형에 따른 안과 검사 결과와 안방수 및 혈청에서의 25(OH) 농도 비교3. Comparison of ophthalmic test results according to types of cataracts and 25(OH) concentration in aqueous humor and serum
안과 검사 결과와 안방수 및 혈청의 총 25(OH) 농도를 당뇨병성 백내장 환자 및 노인성 백내장 환자 그룹에서 비교하였다(표 3). 안과 검사 결과는 두 그룹 간 유사하게 나타났으나, 안방수 및 혈청의 25(OH)D 농도는 안방수 25(OH)D 농도가 당뇨병성 백내장에서 높은 농도로 나타났다(도 2).The ophthalmic test results and total 25(OH) concentrations in aqueous humor and serum were compared in diabetic cataract and senile cataract patient groups (Table 3). The ophthalmic test results were similar between the two groups, but the aqueous 25(OH)D concentration in the aqueous humor and serum showed that the aqueous 25(OH)D concentration was higher in diabetic cataracts (FIG. 2).
4. 당뇨병성 백내장과 관련된 요인의 다변량 로지스틱 회귀 분석4. Multivariate Logistic Regression Analysis of Factors Associated with Diabetic Cataract
다변량 로지스틱 회귀 분석에 포함된 요인은 고혈압, AL 및 안방수에서의 25(OH)D 농도이고, 모두 단변량 분석에서 의미가 있었다. 안방수의 25(OH)D 농도를 사분위수로 분석한 결과, 당뇨병성 백내장은 Q1 피험자보다 Q4에서 유의하게 더욱 빈번하게 나타났다(모델 1: 조정된 OR=4.36, 95% 신뢰구간 [CI] = 1.33-14.34, P = 0.015). 당뇨병성 백내장은 AL이 24mm 미만인 경우 보다 24mm 이상인 피험자에서 덜 발생하였다(모델 1 : 조정된 OR = 0.24, 95 % CI = 0.08-0.70, P = 0.009). 25(OH)D 농도가 연속 변수로 분석된 모델 2에서, 안방수의 25(OH)D 농도가 5ng/ml 증가하면, 당뇨병성 백내장 환자의 OR이 1.2 증가하였다(95% Cl=0.38-1.91; 표 4). 당뇨병성 백내장과 관련된 다른 요인은 없었다.Factors included in multivariate logistic regression analysis were hypertension, AL, and 25(OH)D concentration in aqueous humor, all of which were significant in univariate analysis. As a result of analyzing the 25(OH)D concentration in the aqueous humor by quartiles, diabetic cataracts were significantly more frequent in Q4 than in Q1 subjects (Model 1: adjusted OR = 4.36, 95% confidence interval [CI] = 1.33-14.34, P = 0.015). Diabetic cataracts occurred less frequently in subjects with AL greater than 24 mm than in subjects with AL less than 24 mm (Model 1: adjusted OR = 0.24, 95% CI = 0.08-0.70, P = 0.009). In model 2, where 25(OH)D concentration was analyzed as a continuous variable, an increase in 25(OH)D concentration in the aqueous humor of 5 ng/ml increased OR of diabetic cataract patients by 1.2 (95% Cl=0.38-1.91). ; Table 4). There were no other factors associated with diabetic cataract.
[표 4][Table 4]
5. 안방수 및 혈청 25(OH)D 농도에 영향을 미치는 요인을 결정하기 위한 다변량 선형 회귀 분석 결과5. Results of Multivariate Linear Regression Analysis to Determine Factors Affecting Aqueous Aqueous and Serum 25(OH)D Concentrations
안방수의 25(OH)D 농도에 영향을 미치는 요인은 성별과 백내장의 유형이었다. 안방수에서 25(OH)D 농도는 여성보다 남성에서 2.79ng/ml 더 높았고, 노인성 백내장 환자보다 당뇨병성 백내장 환자에서 2.68ng/ml 더 높았다(표 5). Factors affecting the 25(OH)D concentration in aqueous humor were gender and type of cataract. The 25(OH)D concentration in the aqueous humor was 2.79 ng/ml higher in men than in women and 2.68 ng/ml higher in diabetic cataract patients than in senile cataract patients (Table 5).
[표 5][Table 5]
또한, 비타민 D 보충제를 복용한 환자에서 복용하지 않은 환자보다 혈청 비타민 D 농도가 7.8ng/ml 더 높았다(표 6).In addition, patients who took vitamin D supplements had 7.8 ng/ml higher serum vitamin D concentrations than those who did not (Table 6).
[표 6][Table 6]
Claims (3)
- 백내장인 개체로부터 분리된 안방수에서 25-하이드록시비타민 D (25-Hydroxyvitamin D, 25(OH)D) 농도를 측정하는 단계;를 포함하는 당뇨병성 백내장의 예측을 위한 정보제공방법.Measuring the concentration of 25-hydroxyvitamin D (25-Hydroxyvitamin D, 25(OH)D) in aqueous humor isolated from a subject with cataracts; an information providing method for prediction of diabetic cataract comprising a.
- 청구항 1에 있어서, 상기 농도가 대조군 대비 높으면 상기 대조군 대비 당뇨병성 백내장일 가능성이 더 높을 것으로 예측하는 단계;를 더 포함하는, 당뇨병성 백내장의 예측을 위한 정보제공방법.The method according to claim 1, further comprising the step of predicting that the likelihood of diabetic cataract is higher than that of the control group when the concentration is higher than that of the control group.
- 청구항 2에 있어서, 상기 대조군은 노인성 백내장 개체인, 당뇨병성 백내장의 예측을 위한 정보제공방법.The method according to claim 2, wherein the control group is an senile cataract individual.
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