JP7379767B2 - Non-invasive method for estimating serum zinc levels - Google Patents

Non-invasive method for estimating serum zinc levels Download PDF

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JP7379767B2
JP7379767B2 JP2019168783A JP2019168783A JP7379767B2 JP 7379767 B2 JP7379767 B2 JP 7379767B2 JP 2019168783 A JP2019168783 A JP 2019168783A JP 2019168783 A JP2019168783 A JP 2019168783A JP 7379767 B2 JP7379767 B2 JP 7379767B2
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良樹 清水
誠 雄長
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Fancl Corp
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本発明は、対象者の年齢、尿中亜鉛値、尿中尿酸値を指標として、非侵襲的に血清亜鉛値を推定する方法に関する。 The present invention relates to a method for non-invasively estimating a serum zinc level using a subject's age, urinary zinc level, and urinary uric acid level as indicators.

亜鉛は、必須な微量元素であり、欠乏すると、発育障害、脱毛、味覚異常、皮膚障害、性機能不全、免疫不全、食欲低下、創傷治癒遅延などの亜鉛欠乏症を発症する。標準体重のヒト体内に、亜鉛は約1.5~3g存在し、そのほとんどは、タンパク質と結合した状態で、骨格筋、骨、皮膚、肝臓、脳、腎臓、毛髪などに分布している。 Zinc is an essential trace element, and its deficiency causes zinc deficiency diseases such as growth disorders, hair loss, taste abnormalities, skin disorders, sexual dysfunction, immunodeficiency, decreased appetite, and delayed wound healing. Approximately 1.5 to 3 g of zinc exists in a normal weight human body, and most of it is bound to proteins and distributed in skeletal muscles, bones, skin, liver, brain, kidneys, hair, etc.

わが国において、亜鉛の推奨摂取量や耐用上限量が定められているが、亜鉛の栄養状態、とくに、欠乏状態の特異的な指標がなく、その判断が難しいことが指摘されている。亜鉛の栄養状態の指標として、対象者の血液を採取し、血清亜鉛値を測定する方法が一般的である。しかし、採血は侵襲性を有するため、対象者の負担が大きく、非侵襲的な血清亜鉛値の測定方法が求められている。 In Japan, recommended intake levels and tolerable upper limits for zinc have been established, but it has been pointed out that it is difficult to determine the nutritional status of zinc, especially as there are no specific indicators of deficiency status. As an indicator of zinc nutritional status, a common method is to collect blood from a subject and measure the serum zinc level. However, blood sampling is invasive, which places a heavy burden on the subject, and a non-invasive method for measuring serum zinc levels is required.

非侵襲的に亜鉛の栄養状態を評価する方法のひとつに、尿中への亜鉛排泄量を指標とする方法がある。しかし、健常人において尿中への亜鉛排泄量は約0.5mg/日と非常に少なく、低アルブミン血症を呈するような疾病を有する対象者においては、血清中の亜鉛の結合様式が変化するため、尿中への亜鉛排泄量が増加してしまい、真の亜鉛欠乏者の栄養状態が、正常と誤診されてしまうというリスクがある。もうひとつに、毛髪中の亜鉛濃度を測定する方法があるが、毛髪は外部からの影響を受けやすく、とくに亜鉛を含む整髪料やシャンプーを使用した場合、毛髪中の亜鉛濃度は顕著に上昇し、その解釈は困難となる。 One method of non-invasively evaluating the nutritional status of zinc is to use the amount of zinc excreted into the urine as an index. However, in healthy people, the amount of zinc excreted in the urine is very low at about 0.5 mg/day, and in subjects with diseases such as hypoalbuminemia, the binding mode of zinc in serum changes. As a result, the amount of zinc excreted in the urine increases, and there is a risk that the nutritional status of people with true zinc deficiency may be misdiagnosed as normal. Another method is to measure the zinc concentration in hair, but hair is easily affected by external influences, and the zinc concentration in hair increases markedly, especially when hair conditioners or shampoos containing zinc are used. , its interpretation becomes difficult.

食事頻度調査結果から血清亜鉛値を推定する方法もあるが、本発明者らは、食事頻度調査結果から推定した亜鉛摂取量と、血清亜鉛値との間には相関がないことをつきとめた。これは、非特許文献1の報告とも合致する。 Although there is a method of estimating serum zinc levels from the results of a meal frequency survey, the present inventors have found that there is no correlation between the zinc intake estimated from the results of a meal frequency survey and the serum zinc level. This also agrees with the report in Non-Patent Document 1.

特許文献1(特開2017-83340号公報)は、血液一般検査の項目であるヘモグロビン濃度、ヘマトクリット、アルブミン濃度、総コレステロール濃度、中性脂肪濃度、ナトリウムイオン濃度および塩素イオン濃度の血液検査値を組み合わせて、亜鉛の欠乏状態を推定する装置を提案している。血液一般検査の項目には含まれない血清亜鉛値のために、採血を追加で行う必要がないという点では、対象者の身体的負担を軽減する優れた技術である。しかしながら、この方法は、血液一般検査値が必要であり、対象者が気軽に日常的に亜鉛の欠乏状態をチェックするには敷居が高く、さらに簡便な方法が求められる。 Patent Document 1 (Japanese Unexamined Patent Publication No. 2017-83340) discloses blood test values of hemoglobin concentration, hematocrit, albumin concentration, total cholesterol concentration, neutral fat concentration, sodium ion concentration, and chloride ion concentration, which are general blood test items. In combination, we are proposing a device for estimating zinc deficiency status. This is an excellent technique that reduces the physical burden on the subject in that there is no need to additionally draw blood for serum zinc levels, which are not included in general blood tests. However, this method requires general blood test values, making it difficult for subjects to casually check for zinc deficiency on a daily basis, and a simpler method is required.

特開2017-83340号公報JP2017-83340A

Janet C king, “Yet Again, Serum Zinc Concentrations Are Unrelated to Zinc Intakes”, The Journal of Nutrition, 2018, 148(9), 1399-1401Janet C king, “Yet Again, Serum Zinc Concentrations Are Unrelated to Zinc Intakes”, The Journal of Nutrition, 2018, 148(9), 1399-1401

非侵襲的な血清亜鉛値の推定方法を提供することを課題とする。 The purpose of the present invention is to provide a non-invasive method for estimating serum zinc levels.

本発明の主な構成は、次のとおりである。
1.対象者の年齢、尿中亜鉛値、尿中尿酸値のうちいずれか2つ以上を指標として、血清亜鉛値を推定する方法。
2.対象者の年齢、尿中亜鉛値、尿中尿酸値を指標として、血清亜鉛値を推定する方法。
3.1.2.のいずれかに記載の血清亜鉛値を推定する方法を用いて、血清亜鉛値を推定し、亜鉛の不足量を補うための経口組成物を対象者へ提供するシステム。
The main configuration of the present invention is as follows.
1. A method of estimating the serum zinc level using any two or more of the subject's age, urinary zinc level, and urinary uric acid level as indicators.
2. A method to estimate serum zinc level using the subject's age, urinary zinc level, and urinary uric acid level as indicators.
3.1.2. A system for estimating a serum zinc level using the method for estimating a serum zinc level according to any one of the above, and providing an oral composition for supplementing a zinc deficiency to a subject.

本発明は、対象者の年齢、尿中亜鉛値、尿中尿酸値のうちいずれか2つ以上を指標として、非侵襲的に血清亜鉛値を推定する方法である。対象者(需要者)は、店頭や自宅で、採尿キットなどを用いた簡便な方法で尿サンプルを採取し、対象者の年齢を含む情報とともに郵送することで、自身の血清亜鉛値と亜鉛の充足状態を知ることが可能となる。また、亜鉛が不足している対象者は、日常の食事に加えて亜鉛を効率的に経口摂取することができるサプリメントやドリンク等の経口組成物の提供を受けることができる。さらに、本発明は、採血を要せず対象者の負担が極めて少ないため、対象者が経口組成物を摂取した一定期間後も、気軽に摂取後の経過について再検査することができる。 The present invention is a method for non-invasively estimating a serum zinc level using any two or more of a subject's age, urinary zinc level, and urinary uric acid level as indicators. The target person (customer) collects a urine sample using a simple method such as a urine collection kit at a store or at home, and sends it by mail along with information including the target person's age, to check their own serum zinc level and zinc concentration. It becomes possible to know the state of sufficiency. In addition, subjects who are deficient in zinc can be provided with oral compositions such as supplements and drinks that allow them to efficiently ingest zinc in addition to their daily meals. Furthermore, since the present invention does not require blood sampling and places an extremely low burden on the subject, even after a certain period of time after the subject has ingested the oral composition, the subject can easily re-examine the progress after ingestion.

血清亜鉛値と、推定式1-1から推定した血清亜鉛値との相関図。Correlation diagram between serum zinc value and serum zinc value estimated from estimation formula 1-1.

本発明者らは、対象者の年齢、尿中亜鉛値、尿中尿酸値のいずれか2つ以上を指標として用いることにより、高い精度で血清亜鉛値を推定できることを見出した。
尿中の亜鉛濃度[μg/dL]、尿酸濃度[mg/dL]およびクレアチニン(Cre)濃度[g/mL]を測定し、これらから尿中亜鉛値[μg/g Cre]、尿中尿酸値[mg/g Cre]を算出した。なお、尿中成分濃度は、食事や水分摂取、発汗などの影響を受けやすく、尿の濃さによって成分濃度が大きく変動するため、尿中亜鉛値、尿中尿酸値は、同時に測定したクレアチニン値との比率を求めるクレアチニン補正を行った値である。
The present inventors have discovered that the serum zinc level can be estimated with high accuracy by using any two or more of the subject's age, urinary zinc level, and urinary uric acid level as indicators.
Measure the urinary zinc concentration [μg/dL], uric acid concentration [mg/dL], and creatinine (Cre) concentration [g/mL], and calculate the urinary zinc value [μg/g Cre] and urinary uric acid value from these. [mg/g Cre] was calculated. In addition, the concentration of urinary components is easily influenced by diet, water intake, sweating, etc., and the concentration of the components varies greatly depending on the concentration of urine. Therefore, the urinary zinc level and urinary uric acid level are based on the creatinine value measured at the same time. This is the value after creatinine correction to find the ratio.

対象者の年齢、尿中亜鉛値、尿中尿酸値のいずれか2つ以上から、血清亜鉛値を推定する方法としては、回帰分析で導かれる推定式を用いることができ、この推定式は、一次式、多項式、対数式、指数式等とすることができる。一例として、下記推定式1~4が挙げられる。 As a method for estimating the serum zinc level from any two or more of the subject's age, urinary zinc level, and urinary uric acid level, an estimation formula derived by regression analysis can be used, and this estimation formula is as follows: It can be a linear expression, polynomial, logarithmic expression, exponential expression, etc. As an example, the following estimation formulas 1 to 4 are given.

(推定式1)
推定血清亜鉛値[μg/dL]=(α1)×尿中亜鉛値[μg/g Cre]
-(β1)×尿中尿酸値[mg/g Cre]
-(γ1)×年齢
+(δ1)
(α1)は、0.006~0.014が好ましく、0.008~0.012がより好ましい。(β1)は、0.008~0.016が好ましく、0.010~0.014がより好ましい。(γ1)は、0.09~0.17が好ましく、0.11~0.15がより好ましい。(δ1)は、70~100が好ましく、75~95がより好ましい。
(Estimation formula 1)
Estimated serum zinc level [μg/dL] = (α1) × urinary zinc level [μg/g Cre]
-(β1)×urinary uric acid level [mg/g Cre]
-(γ1)×age
+(δ1)
(α1) is preferably 0.006 to 0.014, more preferably 0.008 to 0.012. (β1) is preferably 0.008 to 0.016, more preferably 0.010 to 0.014. (γ1) is preferably 0.09 to 0.17, more preferably 0.11 to 0.15. (δ1) is preferably 70 to 100, more preferably 75 to 95.

(推定式2)
推定血清亜鉛値[μg/dL]=(α2)×尿中亜鉛値[μg/g Cre]
-(γ2)×年齢
+(δ2)
(α2)は、0.006~0.014が好ましく、0.008~0.012がより好ましい。(γ2)は、0.11~0.19が好ましく、0.13~0.17がより好ましい。(δ2)は、65~95が好ましく、70~90がより好ましい。
(Estimation formula 2)
Estimated serum zinc level [μg/dL] = (α2) × urinary zinc level [μg/g Cre]
-(γ2)×age
+(δ2)
(α2) is preferably 0.006 to 0.014, more preferably 0.008 to 0.012. (γ2) is preferably 0.11 to 0.19, more preferably 0.13 to 0.17. (δ2) is preferably 65 to 95, more preferably 70 to 90.

(推定式3)
推定血清亜鉛値[μg/dL]=-(β2)×尿中尿酸値[mg/g Cre]
-(γ3)×年齢
+(δ3)
(β2)は、0.006~0.014が好ましく、0.008~0.012がより好ましい。(γ3)は、0.09~0.17が好ましく、0.11~0.15がより好ましい。(δ3)は、75~105が好ましく、80~100がより好ましい。
(Estimation formula 3)
Estimated serum zinc level [μg/dL] = - (β2) × urinary uric acid level [mg/g Cre]
-(γ3)×age
+(δ3)
(β2) is preferably 0.006 to 0.014, more preferably 0.008 to 0.012. (γ3) is preferably 0.09 to 0.17, more preferably 0.11 to 0.15. (δ3) is preferably 75 to 105, more preferably 80 to 100.

(推定式4)
推定血清亜鉛値[μg/dL]=(α3)×尿中亜鉛値[μg/g Cre]
-(β3)×尿中尿酸値[mg/g Cre]
+(δ4)
(α3)は、0.006~0.014が好ましく、0.008~0.012がより好ましい。(β3)は0.010~0.018が好ましく、0.012~0.016がより好ましい。(δ4)は、65~95が好ましく、70~90がより好ましい。
(Estimation formula 4)
Estimated serum zinc level [μg/dL] = (α3) × urinary zinc level [μg/g Cre]
-(β3)×urinary uric acid level [mg/g Cre]
+(δ4)
(α3) is preferably 0.006 to 0.014, more preferably 0.008 to 0.012. (β3) is preferably 0.010 to 0.018, more preferably 0.012 to 0.016. (δ4) is preferably 65 to 95, more preferably 70 to 90.

上記推定式1~4に基づき、対象者の年齢、尿中亜鉛値、尿中尿酸値のいずれか2つ以上を指標として、対象者の血清亜鉛値を推定することができる。推定式としては、尿中亜鉛値を指標として含む推定式1、2、4がより好ましい。亜鉛の充足状態について、「亜鉛欠乏症の診療指針2018」(一般社団法人日本臨床栄養学会)には、血清亜鉛値は、早朝空腹時に測定することが望ましく、血清亜鉛値が60μg/dL未満であれば亜鉛欠乏症、60~80μg/dL未満であれば潜在性亜鉛欠乏症と診断する指針が記載されている。すなわち、推定される血清亜鉛値が80μg/dL以上であれば充足している状態である可能性が高いといえる。対象者の血清亜鉛値を推定し、亜鉛の充足状態及び/又は亜鉛の不足量を補うための経口組成物を対象者へ提供することができる。 Based on the above estimation formulas 1 to 4, the subject's serum zinc level can be estimated using any two or more of the subject's age, urinary zinc level, and urinary uric acid level as indicators. As the estimation formula, estimation formulas 1, 2, and 4 that include the urinary zinc value as an index are more preferable. Regarding the status of zinc sufficiency, the "Clinical Guidelines for Zinc Deficiency 2018" (Japan Society of Clinical Nutrition) states that serum zinc levels should preferably be measured early in the morning on an empty stomach, and even if the serum zinc level is less than 60 μg/dL. There are guidelines for diagnosing zinc deficiency if it is less than 60 to 80 μg/dL, and latent zinc deficiency if it is less than 60 to 80 μg/dL. In other words, if the estimated serum zinc level is 80 μg/dL or more, it is highly likely that the person is in a sufficient state. A subject's serum zinc level can be estimated and an oral composition for replenishing zinc sufficiency and/or zinc deficiency can be provided to the subject.

本発明において、尿を採取するタイミングとして、特に限定されるものではないが、1日の中で最初に食事を摂取するまでに採取することが好ましく、起床後すぐ(早朝)に採取する第1尿が特に好ましい。 In the present invention, the timing of collecting urine is not particularly limited, but it is preferable to collect urine before the first meal of the day, and the first urine is collected immediately after waking up (early morning). Urine is particularly preferred.

本発明で用いる採尿容器は、病院や検査機関等で実施されている尿検査のために使用される尿中成分の変質を引き起こさない形状、材質であれば特に限定されず用いることができる。 The urine collection container used in the present invention is not particularly limited and can be used with any shape and material that does not cause deterioration of urine components used for urine tests conducted at hospitals, testing institutions, etc.

本発明で提供する経口組成物は、医薬品(医薬部外品を含む)や、栄養補助食品、栄養機能食品、特定保健用食品、機能性表示食品、病者用食品等の機能性食品、一般的な食品、食品添加剤として用いることができる。継続的な摂取が行いやすいように、例えば、錠剤、カプセル剤、顆粒剤、散剤、丸剤、チュアブル錠、口腔内崩壊錠、ドリンク剤、ゼリー状の形態を有することが好ましい。棒状、板状、グミ状に加工した食品や、一般的な食品形態に添加したものであってもよい。中でも錠剤、カプセル剤の形態が、摂取の簡便さの点から特に好ましい。このような剤形を有する製剤は、慣用法によって調製することができ、亜鉛の放出性を制御した、速放性、徐放性の製剤であってもよい。 The oral composition provided by the present invention can be used for pharmaceuticals (including quasi-drugs), nutritional supplements, functional foods, foods for specified health uses, foods with functional claims, foods for patients, and other functional foods. It can be used as food and food additives. In order to facilitate continuous ingestion, it is preferably in the form of, for example, a tablet, capsule, granule, powder, pill, chewable tablet, orally disintegrating tablet, drink, or jelly. It may be a food processed into a rod shape, a plate shape, a gummy shape, or a food added to a general food form. Among these, tablet and capsule forms are particularly preferred from the standpoint of ease of ingestion. A formulation having such a dosage form can be prepared by a conventional method, and may be an immediate-release or sustained-release formulation with controlled release of zinc.

本発明の経口組成物に配合する亜鉛としては、亜鉛を補給するための食品原料として流通しているものであれば特に制限されない。好ましくは、グルコン酸亜鉛、亜鉛酵母、硫酸亜鉛、塩化亜鉛、酸化亜鉛、ステアリン酸亜鉛を挙げることができ、これらの群から選ばれる少なくとも1種又は2種以上を組み合わせたものを使用することができる。 Zinc to be added to the oral composition of the present invention is not particularly limited as long as it is distributed as a food raw material for supplementing zinc. Preferred examples include zinc gluconate, zinc yeast, zinc sulfate, zinc chloride, zinc oxide, and zinc stearate, and at least one kind or a combination of two or more kinds selected from these groups can be used. can.

本発明で提供する経口組成物は、亜鉛以外にも、亜鉛の生体利用率を高めるための補助成分を配合することができ、その他にも例えば、ビタミン、ミネラル、アミノ酸、糖、ポリペプチド、魚油といった栄養素を配合することができる。 In addition to zinc, the oral composition provided by the present invention can contain auxiliary ingredients for increasing the bioavailability of zinc, such as vitamins, minerals, amino acids, sugars, polypeptides, and fish oil. Nutrients such as these can be added.

<臨床試験方法>
20歳以上70歳未満の日本人男女316名(男性156名、女性160名)を対象に、背景調査(性別、生年月日、食事摂取調査アンケート)、尿中の亜鉛、尿酸、クレアチニン(Cre)濃度の測定、血清中の亜鉛濃度の測定を実施した。
以下のとおり、除外規準を設けた。
1)重篤な既往歴及び消化管の切除手術歴がある方(虫垂切除を除く)
2)妊娠している方及び授乳中の方
3)アルコール多飲及び過度の喫煙の方
4)その他、試験責任医師により本試験参加に不適切と判断された方
<Clinical test method>
A background survey (gender, date of birth, dietary intake questionnaire) was conducted on 316 Japanese men and women (156 men and 160 women) aged 20 to under 70, and urinary zinc, uric acid, and creatinine (Cre) were investigated. ) and the serum zinc concentration were measured.
The following exclusion criteria were established.
1) Those with a serious medical history or history of gastrointestinal resection surgery (excluding appendectomy)
2) Those who are pregnant or breastfeeding 3) Those who drink a lot of alcohol or smoke excessively 4) Those who are judged to be inappropriate to participate in this study by the study director

本試験は倫理的配慮として、倫理審査委員会にて当該試験を行うことの適否についての審査を受け、本臨床試験の実施に際しては、事前に被験者全員に試験の主旨を十分に説明したうえで、本人の自由意思で書面による参加の同意を得た。被験者は、来院日の第1尿を採尿し、来院日の午前中に病院にて血液検査を受けた。 As an ethical consideration, the suitability of conducting this study was reviewed by the Ethics Review Committee, and the purpose of the study was fully explained to all subjects before conducting this clinical study. Written informed consent to participate was obtained from the participants. The subjects collected their first urine on the day of their visit, and underwent a blood test at the hospital on the morning of their visit.

(採尿)
対象者に、来院日の早朝第1尿(起床後すぐの尿)を10mL容量の採尿容器に採取させた。
(Urine collection)
Subjects were asked to collect the first urine of the early morning on the day of their visit (urine immediately after waking up) into a 10 mL urine collection container.

(尿中成分の定量)
尿中亜鉛濃度はメタロアッセイ亜鉛測定LS(メタロジェニクス株式会社製)を使用し、尿中尿酸濃度は「セロテック」UA-CL(株式会社セロテック製)、尿中Cre濃度は「セロテック」CRE-S(株式会社セロテック製)を用い、クリナライザ(JCA-BM6070)(日本電子株式会社製)により自動分析した。分析より、尿中の亜鉛濃度[μg/dL]、尿酸濃度[mg/dL]およびCre濃度[mg/dL]を得、尿中亜鉛値[μg/g Cre]、尿中尿酸値[mg/g Cre]を算出した。
(Quantification of urine components)
Urinary zinc concentration was measured using Metallo Assay Zinc Measurement LS (manufactured by Metallogenics Co., Ltd.), urinary uric acid concentration was measured using "Serotec" UA-CL (manufactured by Serotec Co., Ltd.), and urinary Cre concentration was measured using "Serotec" CRE-. Automatic analysis was performed using Clinarizer (JCA-BM6070) (manufactured by JEOL Ltd.) using S (manufactured by Serotec Co., Ltd.). From the analysis, the urinary zinc concentration [μg/dL], uric acid concentration [mg/dL], and Cre concentration [mg/dL] were obtained, and the urinary zinc level [μg/g Cre] and urinary uric acid level [mg/dL] were obtained. g Cre] was calculated.

<血清亜鉛値の測定方法>
血清亜鉛値は原子吸光分光光度計240FSAA(アジレント・テクノロジー株式会社製)により分析し、分析結果より血清亜鉛値(μg/dL)を得た。
<Method for measuring serum zinc level>
The serum zinc value was analyzed using an atomic absorption spectrophotometer 240FSAA (manufactured by Agilent Technologies), and the serum zinc value (μg/dL) was obtained from the analysis results.

(相関係数および推定式)
回帰分析により、相関係数および推定式を得た。
得られた尿中亜鉛値[μg/g Cre]、尿中尿酸値[mg/g Cre]、年齢から、以下の推定式1-1を得た。
(推定式1-1)
推定血清亜鉛値[μg/dL]=0.0104873×尿中亜鉛値[μg/g Cre]
-0.012067×尿中尿酸値[mg/g Cre]
-0.132999×年齢
+86.183098
(Correlation coefficient and estimation formula)
Correlation coefficients and estimation formulas were obtained through regression analysis.
The following estimation formula 1-1 was obtained from the obtained urinary zinc value [μg/g Cre], urinary uric acid value [mg/g Cre], and age.
(Estimation formula 1-1)
Estimated serum zinc level [μg/dL] = 0.0104873 x urinary zinc level [μg/g Cre]
-0.012067×urinary uric acid level [mg/g Cre]
-0.132999×age
+86.183098

得られた尿中亜鉛値[μg/g Cre]、年齢から、以下の推定式2-1を得た。
(推定式2-1)
推定血清亜鉛値[μg/dL]=0.0095×尿中亜鉛値[μg/g Cre]
-0.150558×年齢
+82.349618
The following estimation formula 2-1 was obtained from the obtained urinary zinc value [μg/g Cre] and age.
(Estimation formula 2-1)
Estimated serum zinc level [μg/dL] = 0.0095 × urinary zinc level [μg/g Cre]
-0.150558×age
+82.349618

得られた尿中尿酸値[mg/g Cre]、年齢から、以下の推定式3-1を得た。
(推定式3-1)
推定血清亜鉛値[μg/dL]=-0.010104×尿中尿酸値[mg/g Cre]
-0.1261×年齢
+89.264906
From the obtained urinary uric acid value [mg/g Cre] and age, the following estimation formula 3-1 was obtained.
(Estimation formula 3-1)
Estimated serum zinc level [μg/dL] = -0.010104×urinary uric acid level [mg/g Cre]
-0.1261×age
+89.264906

得られた尿中亜鉛値[μg/g Cre]、尿中尿酸値[mg/g Cre]から、以下の推定式4-1を得た。
(推定式4-1)
推定血清亜鉛値[μg/dL]=0.0099984×尿中亜鉛値[μg/g Cre]
-0.014542×尿中尿酸値[mg/g Cre]
+81.480279
From the obtained urinary zinc value [μg/g Cre] and urinary uric acid value [mg/g Cre], the following estimation formula 4-1 was obtained.
(Estimation formula 4-1)
Estimated serum zinc level [μg/dL] = 0.0099984×urinary zinc level [μg/g Cre]
-0.014542×urinary uric acid level [mg/g Cre]
+81.480279

(結果)
年齢、尿中亜鉛値、尿中尿酸値および推定式1-1~4-1により推定した血清亜鉛値と、血清亜鉛値との相関係数を表1に示す。
(result)
Table 1 shows the correlation coefficient between the serum zinc level and the age, urinary zinc level, urinary uric acid level, and serum zinc level estimated using estimation formulas 1-1 to 4-1.

Figure 0007379767000001
Figure 0007379767000001

血清亜鉛値と、年齢、尿中亜鉛値、尿中尿酸値との間に相関は認められなかった。
血清亜鉛値と、推定式1-1~4-1から推定した血清亜鉛値との間に相関が認められ、尿中亜鉛値を指標として含む推定式1-1、2-1、4-1から推定した血清亜鉛値は高い相関が、年齢、尿中亜鉛値、尿中尿酸値を指標とする推定式1-1から推定した血清亜鉛値が最も高い相関が認められた。血清亜鉛値と、推定式1-1から推定した血清亜鉛値との相関を図1に示す。
No correlation was observed between serum zinc levels and age, urinary zinc levels, or urinary uric acid levels.
A correlation was observed between the serum zinc value and the serum zinc value estimated from Estimation Formulas 1-1 to 4-1, and Estimation Formulas 1-1, 2-1, and 4-1 that included urinary zinc value as an index. A high correlation was observed between the serum zinc value estimated from the above equation, and the highest correlation was observed between the serum zinc value estimated from Equation 1-1, which uses age, urinary zinc level, and urinary uric acid level as indicators. Figure 1 shows the correlation between the serum zinc level and the serum zinc level estimated from Estimation Formula 1-1.

Claims (2)

対象者の年齢、尿中亜鉛値、尿中尿酸値のうちいずれか2つ以上を指標とする下記推定式1~4のいずれかに基づいて、血清亜鉛値を推定する方法。
(推定式1)
推定血清亜鉛値[μg/dL]=(α1)×尿中亜鉛値[μg/g Cre]
-(β1)×尿中尿酸値[mg/g Cre]
-(γ1)×年齢
+(δ1)
[(α1)は0.006~0.014、(β1)は0.008~0.016、(γ1)は0.09~0.17、(δ1)は70~100]
(推定式2)
推定血清亜鉛値[μg/dL]=(α2)×尿中亜鉛値[μg/g Cre]
-(γ2)×年齢
+(δ2)
[(α2)は0.006~0.014、(γ2)は0.11~0.19、(δ2)は65~95]
(推定式3)
推定血清亜鉛値[μg/dL]=-(β2)×尿中尿酸値[mg/g Cre]
-(γ3)×年齢
+(δ3)
[(β2)は0.006~0.014、(γ3)は0.09~0.17、(δ3)は75~105]
(推定式4)
推定血清亜鉛値[μg/dL]=(α3)×尿中亜鉛値[μg/g Cre]
-(β3)×尿中尿酸値[mg/g Cre]
+(δ4)
[(α3)は0.006~0.014、(β3)は0.010~0.018、(δ4)は65~95]
A method of estimating the serum zinc level based on any of the following estimation formulas 1 to 4, using any two or more of the subject's age, urinary zinc level, and urinary uric acid level as indicators.
(Estimation formula 1)
Estimated serum zinc level [μg/dL] = (α1) × urinary zinc level [μg/g Cre]
-(β1)×urinary uric acid level [mg/g Cre]
-(γ1)×age
+(δ1)
[(α1) is 0.006 to 0.014, (β1) is 0.008 to 0.016, (γ1) is 0.09 to 0.17, (δ1) is 70 to 100]
(Estimation formula 2)
Estimated serum zinc level [μg/dL] = (α2) × urinary zinc level [μg/g Cre]
-(γ2)×age
+(δ2)
[(α2) is 0.006 to 0.014, (γ2) is 0.11 to 0.19, (δ2) is 65 to 95]
(Estimation formula 3)
Estimated serum zinc level [μg/dL] = - (β2) × urinary uric acid level [mg/g Cre]
-(γ3)×age
+(δ3)
[(β2) is 0.006 to 0.014, (γ3) is 0.09 to 0.17, (δ3) is 75 to 105]
(Estimation formula 4)
Estimated serum zinc level [μg/dL] = (α3) × urinary zinc level [μg/g Cre]
-(β3)×urinary uric acid level [mg/g Cre]
+(δ4)
[(α3) is 0.006 to 0.014, (β3) is 0.010 to 0.018, (δ4) is 65 to 95]
請求項1に記載の血清亜鉛値を推定する方法を用いて、血清亜鉛値を推定し、亜鉛の不足量を補うための経口組成物を対象者へ提供するシステム。



A system for estimating a serum zinc level using the method for estimating a serum zinc level according to claim 1 and providing an oral composition for supplementing a zinc deficiency to a subject.



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Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2017083340A (en) 2015-10-29 2017-05-18 学校法人中村学園 Zinc deficiency estimating device, program, and recording medium

Patent Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2017083340A (en) 2015-10-29 2017-05-18 学校法人中村学園 Zinc deficiency estimating device, program, and recording medium

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
GZA SOLIMAN,"Serum/Urine Zn Level of Egyptian Type II Diabetic Patients and Its relation with Glycemic Control (HbA1c)",Journal of Biology and Medicine,2019年08月14日,Vol. 3, No. 1,p.044-047,DOI: 10.17352/jbm.000014
Veronica da Silva BANDEIRA et al.,"Association of reduced zinc status with poor glycemic control in individuals with type 2 diabetes mellitus",Journal of Trace Elements in Medicine and Biology,2017年12月,Vol. 44,p.132-136,DOI: 10.1016/j.jtemb.2017.07.004

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