KR20240000120A - Biomarker for the discriminating geographical origins of codonopsis lanceolata and method for discriminating geographical origin using the same - Google Patents
Biomarker for the discriminating geographical origins of codonopsis lanceolata and method for discriminating geographical origin using the same Download PDFInfo
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- KR20240000120A KR20240000120A KR1020220076672A KR20220076672A KR20240000120A KR 20240000120 A KR20240000120 A KR 20240000120A KR 1020220076672 A KR1020220076672 A KR 1020220076672A KR 20220076672 A KR20220076672 A KR 20220076672A KR 20240000120 A KR20240000120 A KR 20240000120A
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- deodeok
- acid
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- metabolite
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- YLQBMQCUIZJEEH-UHFFFAOYSA-N tetrahydrofuran Natural products C=1C=COC=1 YLQBMQCUIZJEEH-UHFFFAOYSA-N 0.000 description 1
- 238000009210 therapy by ultrasound Methods 0.000 description 1
- 238000001269 time-of-flight mass spectrometry Methods 0.000 description 1
- VZCYOOQTPOCHFL-UHFFFAOYSA-N trans-butenedioic acid Natural products OC(=O)C=CC(O)=O VZCYOOQTPOCHFL-UHFFFAOYSA-N 0.000 description 1
- QURCVMIEKCOAJU-UHFFFAOYSA-N trans-isoferulic acid Natural products COC1=CC=C(C=CC(O)=O)C=C1O QURCVMIEKCOAJU-UHFFFAOYSA-N 0.000 description 1
- 238000004704 ultra performance liquid chromatography Methods 0.000 description 1
- 238000010200 validation analysis Methods 0.000 description 1
- 239000004474 valine Substances 0.000 description 1
- WKOLLVMJNQIZCI-UHFFFAOYSA-N vanillic acid Chemical compound COC1=CC(C(O)=O)=CC=C1O WKOLLVMJNQIZCI-UHFFFAOYSA-N 0.000 description 1
- TUUBOHWZSQXCSW-UHFFFAOYSA-N vanillic acid Natural products COC1=CC(O)=CC(C(O)=O)=C1 TUUBOHWZSQXCSW-UHFFFAOYSA-N 0.000 description 1
- 235000013311 vegetables Nutrition 0.000 description 1
- 239000003643 water by type Substances 0.000 description 1
- 238000005303 weighing Methods 0.000 description 1
- PXDASGXIBCEXNH-UHFFFAOYSA-N woodorien Natural products COC(=O)C1=CC=C(O)C(OC2C(C(O)C(O)C(CO)O2)O)=C1 PXDASGXIBCEXNH-UHFFFAOYSA-N 0.000 description 1
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- G01N33/00—Investigating or analysing materials by specific methods not covered by groups G01N1/00 - G01N31/00
- G01N33/0098—Plants or trees
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N30/00—Investigating or analysing materials by separation into components using adsorption, absorption or similar phenomena or using ion-exchange, e.g. chromatography or field flow fractionation
- G01N30/02—Column chromatography
- G01N30/62—Detectors specially adapted therefor
- G01N30/72—Mass spectrometers
- G01N30/7233—Mass spectrometers interfaced to liquid or supercritical fluid chromatograph
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Abstract
본 발명은 더덕의 원산지 판별용 대사체 마커 및 이를 이용한 원산지 판별 방법에 관한 것으로 구체적으로 국내산 및 중국산 더덕에서 발현 수준에 차이를 보이는 대사체를 분석하여 원산지 판별에 적합한 대사체 마커를 선정하고 이를 이용해 국내산과 중국산 시판 더덕의 원산지를 판별하는 방법에 관한 것이다.The present invention relates to a metabolite marker for determining the origin of deodeok and a method for determining the origin using the same. Specifically, metabolites showing differences in expression levels in domestic and Chinese deodeok are analyzed to select metabolite markers suitable for determining the origin, and these are used to determine the origin. This is about how to determine the country of origin of domestic and Chinese commercial deodeok.
Description
본 발명은 더덕의 원산지 판별용 대사체 마커 및 이를 이용한 원산지 판별 방법에 관한 것으로 구체적으로 국내산 및 중국산 더덕에서 발현 수준에 차이를 보이는 원산지 판별용 대사체 마커 및 이를 이용해 국내산과 중국산 시판 더덕의 원산지를 판별하는 방법에 관한 것이다.The present invention relates to a metabolite marker for determining the origin of deodeok and a method for determining the origin using the same. Specifically, the present invention relates to a metabolite marker for determining the origin of deodeok that shows a difference in expression level in domestic and Chinese deodeok, and a metabolite marker for determining the origin of deodeok produced in Korea and China using the same. It's about how to determine.
원산지란 농산물이나 수산물이 생산, 채취 또는 포획된 국가, 지역이나 해역을 말한다 (농수산물의 원산지 표시 등에 관한 법률 제2조 제4항). 우리나라는 대외무역법에 따라 1991년에 수출입물품의 원산지 표시제를 도입하였으며, 이후 2010년에 농수산물의 원산지 표시에 관한 법률을 제정하여 시행하고 있다. 전세계적인 자유무역협정(FTA)의 확대로 농산물들이 자유롭게 각국의 국경을 넘나들 수 있는 가능성이 커졌으나, 농산물의 원산지가 위조되어 판매되는 경우가 발생하여 시장 질서를 교란시키고 소비자들의 불신을 사고 있다. 이에 농산물의 원산지를 과학적이고 객관적으로 판별하는 방법이 필요하다.Country of origin refers to the country, region, or sea area where agricultural or marine products were produced, collected, or caught (Article 2, Paragraph 4 of the Act on Labeling of Origin of Agricultural and Fishery Products, etc.). In accordance with the Foreign Trade Act, Korea introduced the country of origin labeling system for imported and exported goods in 1991, and subsequently enacted and implemented the Act on Country of Origin Labeling for Agricultural and Fishery Products in 2010. The expansion of free trade agreements (FTAs) around the world has increased the possibility that agricultural products can freely cross the borders of each country, but there are cases where agricultural products are sold with forged origins, disrupting market order and causing consumer distrust. Accordingly, a method to scientifically and objectively determine the origin of agricultural products is needed.
현재까지 농산물의 원산지 판별은 주로 동위원소-비율 질량 분석법 (isotope-ratio mass spectrometry, IRMS), HPLC, 가시광선 마이크로-라만 분광분석법 (visible micro-Raman spectroscopy), 자외선-가시광선 흡수 분광분석법 (ultraviolet-visible absorption spectroscopy, UV-vis), 원소 분석-유사 유도 결합 플라즈마-원자 분광 분석법 (elemental analysis-like inductively coupled plasma-atomic emission spectrometry, ICP-AES) 등을 활용한 화학적 분석으로 이루어져 왔다. 그러나 이들 연구 방법들은 모두 특정 성분이나 그룹에 초점을 맞춘 표적 접근 방법이라는 한계점이 있다.To date, the country of origin of agricultural products has been determined mainly by isotope-ratio mass spectrometry (IRMS), HPLC, visible micro-Raman spectroscopy, and ultraviolet-visible absorption spectroscopy (ultraviolet). -visible absorption spectroscopy, UV-vis), and elemental analysis-like inductively coupled plasma-atomic emission spectrometry (ICP-AES). However, these research methods all have limitations in that they are targeted approaches that focus on specific ingredients or groups.
한편, 대사체학 (metabolomics)은 핵자기 공명 분광법 (nuclear magnetic resonance, NMR), 근적외선 분광광도계 (near-infrared radiation (NIR) spectrometer), 모세관 전기영동 (capillary electrophoresis, CE)과 같은 다양한 분석기기를 이용한 통계 알고리즘을 통하여 생체 내에 존재하는 대사물질들을 광범위하게 분석하여 비교하는 학문이다. 기존의 대사체 연구는 주로 질병의 치료 및 인간 생명 연장을 위해 대사물질들을 분석하는데 국한되어 왔으나, 대사체를 분석하면 농산물의 유전적 차이나 환경적 변화에 대한 차이를 효율적으로 규명할 수 있어서 최근에는 농산물 및 약용식물의 원산지 및 품질의 판별과 같은 분야에도 적용이 늘어나고 있다.Meanwhile, metabolomics uses various analytical instruments such as nuclear magnetic resonance (NMR), near-infrared radiation (NIR) spectrometer, and capillary electrophoresis (CE). It is a study that extensively analyzes and compares metabolites existing in living organisms through statistical algorithms. Existing metabolome research has been mainly limited to analyzing metabolites for the treatment of diseases and extension of human life. However, by analyzing metabolites, it is possible to efficiently identify genetic differences in agricultural products or differences in environmental changes, so recently, Applications are also increasing in fields such as determining the origin and quality of agricultural products and medicinal plants.
상기와 같은 상황에서 본 발명자들은 국내산 더덕과 중국산 더덕을 판별할 수 있는 방법을 연구하였고, 원산지에 따라 현저한 수준 차이를 보이는 15종의 대사체들을 발굴하여 본 발명을 완성하였다.In the above situation, the present inventors studied a method to distinguish between domestic and Chinese deodeok and discovered 15 types of metabolites that showed significant differences in levels depending on the place of origin and completed the present invention.
따라서, 본 발명의 목적은 상기 15종의 대사체를 포함하는 더덕의 원산지 판별용 대사체 마커 조성물 및 이를 포함하는 키트, 더덕의 원산지 판별 방법을 제공하는 것이다.Therefore, the purpose of the present invention is to provide a metabolite marker composition for determining the origin of Deodeok containing the above 15 metabolites, a kit containing the same, and a method for determining the origin of Deodeok.
상기 목적을 달성하기 위하여 본 발명의 일 양상은 아데노신 (adenosine), 알파-케토글루타르산 (alpha-ketoglutarate), 아스코르브산 (ascorbic acid), 아스파르트산 (aspartate), 디메틸아르기닌 (dimethylarginine), 갈릭산 (gallic acid), 젠티스산 (gentisic acid), 시납산 (sinapic acid), 탕세노시드 II (tangshenoside II), 7-하이드록시쿠마린 (7-hydroxycoumarin), 아세틸콜린 (acetylcholine), 카페오일퀸산 (caffeoylquinic acid), 퀴닉산 (quinic acid), 라피노스 (raffinose) 및 티로신 (tyrosine)으로 이루어진 군에서 선택되는 1종 이상의 대사체를 포함하는 더덕의 원산지 판별용 대사체 마커 조성물을 제공한다.In order to achieve the above object, one aspect of the present invention is adenosine, alpha-ketoglutarate, ascorbic acid, aspartate, dimethylarginine, and gallic acid. (gallic acid), gentisic acid, sinapic acid, tangshenoside II, 7-hydroxycoumarin, acetylcholine, caffeoylquinic acid ( Provided is a metabolite marker composition for determining the origin of Deodeok, which includes one or more metabolites selected from the group consisting of caffeoylquinic acid, quinic acid, raffinose, and tyrosine.
본 발명의 더덕의 원산지 판별용 대사체 마커 조성물은 원산지에 따라 더덕 대사체의 수준에 차이가 나는 것을 이용하여 더덕의 원산지를 판별할 수 있는 것을 특징으로 한다. 상기 대사체의 발현 수준은 국내산 더덕과 비교하여 수입산 더덕 중에서 고발현 또는 저발현되는 것을 의미한다.The metabolite marker composition for determining the origin of deodeok of the present invention is characterized by being able to determine the origin of deodeok using the difference in the level of deodeok metabolites depending on the origin. The expression level of the above metabolite means that it is highly or low expressed in imported deodeok compared to domestically produced deodeok.
더덕 (codonopsis lanceolata Trautv.)은 초롱꽃과 (Campanulaceae)에 속하는 다년생 관속식물로서 한국, 중국 등 동아시아 지역에 널리 분포하고 있다. 어린 잎을 삶아서 나물로 만들어 먹거나 쌈으로 먹기도 하나, 주로 뿌리를 식용, 약용으로 사용한다. Codonopsis lanceolata Trautv. is a perennial vascular plant belonging to the Campanulaceae family and is widely distributed in East Asia, including Korea and China. The young leaves are boiled and eaten as a vegetable or wrap, but the roots are mainly used for edible and medicinal purposes.
따라서, 상기 더덕은 더덕의 뿌리 부분을 의미하는 것일 수 있다.Therefore, the deodeok may refer to the root part of the deodeok.
본 명세서에서 사용된 용어, "원산지"는 농산물이나 수산물이 생산, 채취 또는 포획된 국가, 지역이나 해역을 말한다 (농수산물의 원산지 표시 등에 관한 법률 제2조 제4항). 우리나라의 원산지 표시제도는 1991년 7월 1일부터 시행되고 있으며, 대외무역법령에 「원산지 판정 기준」, 「원산지 표시 대상 물품」, 「위반시의 벌칙」등 에 관한 규정을 두고 있다.The term "country of origin" used in this specification refers to the country, region or sea area where agricultural or marine products were produced, collected or caught (Article 2, Paragraph 4 of the Act on Labeling of Origin of Agricultural and Fishery Products, etc.). Korea's country-of-origin labeling system has been in effect since July 1, 1991, and the Foreign Trade Act stipulates regulations on “origin determination standards,” “goods subject to country-of-origin labeling,” and “penalties for violations.”
본 명세서에서 사용된 용어, "판별"은 더덕의 원산지가 어느 곳인지 결정하여 구별하는 것을 의미한다. 본 발명의 일 구체예에 따르면, 상기 판별은 국내산 더덕과 중국산 더덕을 구분하는 것일 수 있다.The term “identification” used in this specification means determining and distinguishing the origin of deodeok. According to one embodiment of the present invention, the discrimination may be to distinguish domestically produced deodeok from Chinese deodeok.
본 명세서에서 사용된 용어, "수준 차이"는 비교 대상이 되는 더덕에서 특정 대사체 수준이 높거나 혹은 낮은 것을 의미한다.As used herein, the term “level difference” means that the level of a specific metabolite is high or low in the deodeok being compared.
본 발명의 일 구체예에 따르면, 상기 더덕의 원산지 판별용 대사체 마커 조성물은 아데노신, 알파-케토글루타르산, 아스코르브산, 아스파르트산, 디메틸아르기닌, 갈릭산, 젠티스산, 시납산, 탕세노시드 II, 7-하이드록시쿠마린, 아세틸콜린, 카페오일퀸산, 퀴닉산, 라피노스 및 티로신으로 이루어진 군에서 선택되는 1종 이상의 대사체를 포함한다.According to one embodiment of the present invention, the metabolite marker composition for determining the origin of deodeok includes adenosine, alpha-ketoglutaric acid, ascorbic acid, aspartic acid, dimethylarginine, gallic acid, gentis acid, sinapic acid, and tangsenoic acid. It contains one or more metabolites selected from the group consisting of seed II, 7-hydroxycoumarin, acetylcholine, caffeoylquinic acid, quinic acid, raffinose and tyrosine.
본 발명에서, 더덕의 원산지 판별을 위해서는 더덕에서 분리한 대사체의 수준을 측정해야 하므로 본 발명의 더덕의 원산지 판별용 대사체 마커 조성물은 상기 대사체 마커들을 검출할 수 있는 제제를 1종 이상 추가로 포함할 수 있다.In the present invention, in order to determine the origin of deodeok, the level of metabolites isolated from deodeok must be measured, so the metabolite marker composition for determining the origin of deodeok of the present invention adds one or more agents capable of detecting the metabolite markers. It can be included as .
본 발명의 일 구체예에 따르면, 상기 대사체 마커 중에서 아데노신, 알파-케토글루타르산, 아스코르브산, 아스파르트산, 디메틸아르기닌, 갈릭산, 젠티스산, 시납산 및 탕세노시드 II의 수준은 한국산 더덕과 비교하여 중국산 더덕에서 감소하는 것이 특징이다.According to one embodiment of the present invention, among the metabolite markers, the levels of adenosine, alpha-ketoglutaric acid, ascorbic acid, aspartic acid, dimethylarginine, gallic acid, gentis acid, sinapic acid, and tangsenoside II are found in Korean. Compared to deodeok, it is characterized by a decrease in Chinese deodeok.
또한, 상기 대사체 마커 중에서 7-하이드록시쿠마린, 아세틸콜린, 카페오일퀸산, 퀴닉산, 라피노스 및 티로신의 수준은 한국산 더덕과 비교하여 중국산 더덕에서 증가하는 것이 특징이다.In addition, among the above metabolite markers, the levels of 7-hydroxycoumarin, acetylcholine, caffeoylquinic acid, quinic acid, raffinose, and tyrosine are characteristically increased in Chinese deodeok compared to Korean deodeok.
본 발명의 다른 양상은 상기 더덕의 원산지 판별용 대사체 마커 조성물을 포함하는 국내산 더덕과 중국산 더덕 판별용 키트를 제공한다.Another aspect of the present invention provides a kit for distinguishing between domestic and Chinese deodeok, including a metabolite marker composition for determining the country of origin of the deodeok.
본 발명의 국내산 더덕과 중국산 더덕 판별용 키트는 원산지가 의심되는 더덕 시료로부터 상기 대사체의 존재를 검출하거나 정량분석하여 더덕 시료의 원산지를 판별하는데 사용될 수 있으며, 특별히 이에 제한되지는 않는다.The kit for distinguishing between domestic and Chinese deodeok of the present invention can be used to determine the country of origin of a deodeok sample by detecting or quantitatively analyzing the presence of the above metabolites in a deodeok sample of suspected origin, but is not particularly limited thereto.
또한, 상기 국내산 더덕과 중국산 더덕 판별용 키트는 대사체를 검출 및 정량하기 위한 직접적인 수단뿐만 아니라 분석 방법에 사용되는 다른 구성 성분, 용액 또는 장치를 포함할 수 있다. 그 예로써 테스트 튜브, 컨테이너, 반응 완충액, 분석용 효소, 멸균수 등을 포함할 수 있다.In addition, the kit for distinguishing between domestic and Chinese deodeok may include not only direct means for detecting and quantifying metabolites, but also other components, solutions or devices used in the analysis method. Examples may include test tubes, containers, reaction buffers, enzymes for analysis, sterilized water, etc.
본 발명의 키트는 시료를 담지할 수 있는 통상의 웰 형태의 마이크로타이터 플레이트를 포함할 수 있다. 상기 웰 내에는 시료 및 하나 이상의 대사체 마커를 흡수할 수 있는 다공성 지지체가 포함될 수 있다. 상기 지지체는 더덕 대사체의 첨가를 대비하여 내부 바이오마커를 미리 결정된 농도로 포함하고 있으며, 아울러 각 시료를 고정할 수 있다. 또한, 지지체의 다공성은 시료 분석 시 첨가되는 추출 용매에 최대한 노출되게 할 수 있다.The kit of the present invention may include a conventional well-shaped microtiter plate capable of carrying a sample. The well may contain a porous support capable of absorbing a sample and one or more metabolite markers. The support contains internal biomarkers at a predetermined concentration in preparation for the addition of Deodeok metabolites, and can also fix each sample. Additionally, the porosity of the support allows maximum exposure to the extraction solvent added during sample analysis.
따라서, 상기 지지체는 높은 수준의 다공도를 가진 임의의 지지체일 수 있으며, 이러한 지지체는 종래 기술분야에서 공지되어 있으며, 또는 상업적으로 구입 가능하다.Accordingly, the support may be any support having a high level of porosity, such supports being known in the art or commercially available.
구체적으로, 고형 지지체일 수 있다. 보다 구체적으로는 액체에 대한 흡수성 물질로 이루어져 있다. 상기 흡수성 물질은 흡착제 또는 흡착성 물질일 수 있다.Specifically, it may be a solid support. More specifically, it is made of a material absorbent for liquid. The absorbent material may be an adsorbent or an adsorbent material.
상기 액체 흡수성 물질은 대사체 마커의 용액과 분석용 후속 시료가 기공을 통해 일정하게 흡착 또는 흡수되게 한다.The liquid absorbent material allows the solution of the metabolite marker and subsequent samples for analysis to be constantly adsorbed or absorbed through the pores.
상기 흡수성 물질로는 셀룰로오스와 같은 카보하이드레이트 물질, 유리 섬유, 유리 비드, 폴리아크릴아미드 젤, 다공성 플라스틱 불활성 폴리머 및 다공성 흑연 중에서 하나 이상을 포함할 수 있다. 보다 구체적으로는, 아가로오스, 아가, 셀룰로오스, 덱스트란, 키토산 또는 곤약과 같은 카보하이드레이트 물질이나 그 유도체, 카나기난, 젤란 또는 알기네이트를 포함할 수 있다. 가장 구체적으로는, 셀룰로오스 또는 유리 섬유일 수 있다.The absorbent material may include one or more of carbohydrate materials such as cellulose, glass fiber, glass beads, polyacrylamide gel, porous plastic inert polymer, and porous graphite. More specifically, it may include carbohydrate substances such as agarose, agar, cellulose, dextran, chitosan, or konjac, or their derivatives, cannaginan, gellan, or alginate. Most specifically, it may be cellulose or glass fiber.
본 발명의 키트에 포함된 대사체 마커는 더덕 시료에 존재하는 대사체의 양을 정량하기 위해 유사 또는 동일한 유사체에 대한 비교로 사용되는, 양을 알고 있는 절대량의 비교물질인 것으로 이해할 수 있다. 상기 대사체 마커는 시료의 대사체와의 적절한 구별을 위해 동위원소로 표지될 수 있다.The metabolite marker included in the kit of the present invention can be understood as an absolute amount of a comparative substance of known amount that is used as a comparison with similar or identical analogues to quantify the amount of metabolites present in a Deodeok sample. The metabolite marker may be isotopically labeled for proper differentiation from the metabolite of the sample.
상기 대사체 마커의 종류는 전술한 바와 같다.The types of metabolite markers are as described above.
또한, 본 발명의 키트에 사용할 수 있는 시료는 더덕 원산지별 또는 부위별 대사체 추출물로서, 액체 시료의 형태로 키트에 제공될 수 있다.In addition, samples that can be used in the kit of the present invention are metabolite extracts by origin or part of Deodeok, and can be provided in the kit in the form of a liquid sample.
상기 대사체 추출물은 에탄올 및 물의 혼합용매에서 더덕을 균질화하여 얻을 수 있으나, 이에 특별히 제한되는 것은 아니다.The metabolite extract can be obtained by homogenizing Deodeok in a mixed solvent of ethanol and water, but is not particularly limited thereto.
또한, 상기 마이크로타이터 플레이트는 분석물을 배출하기 위한 필터 및 배출구 등을 추가로 포함할 수 있으며, 이들의 배치, 배출방법 등은 당업자 수준에서 이해될 수 있는 범위 내에서 조정 가능하다.In addition, the microtiter plate may additionally include a filter and outlet for discharging the analyte, and their arrangement, discharge method, etc. can be adjusted within a range that can be understood by those skilled in the art.
또한, 본 발명의 키트는 통상적으로 분석장치와 조합하여 대사체 범위를 정량 표적 분석하기 위하여 여러 가지 대사체를 준비할 수 있는 기구에 포함된 시약, 용매, 소프트웨어 시스템 등을 더 포함할 수 있다.In addition, the kit of the present invention may further include reagents, solvents, software systems, etc. included in a device that can prepare various metabolites for quantitative and targeted analysis of a range of metabolites in combination with an analysis device.
본 발명의 다른 양상은 하기 단계를 포함하는 국내산 더덕과 중국산 더덕의 판별 방법을 제공한다:Another aspect of the present invention provides a method for distinguishing domestically produced deodeok from Chinese deodeok comprising the following steps:
(a) 국내산 또는 중국산 여부가 확인된 더덕과 원산지를 모르는 피검 더덕으로부터 대사체를 추출하는 단계;(a) extracting metabolites from deodeok that has been confirmed to be domestic or Chinese and a test deodeok whose origin is unknown;
(b) 상기 (a) 단계에서 추출된 대사체 중 아데노신, 알파-케토글루타르산, 아스코르브산, 아스파르트산, 디메틸아르기닌, 갈릭산, 젠티스산, 시납산, 탕세노시드 II, 7-하이드록시쿠마린, 아세틸콜린, 카페오일퀸산, 퀴닉산, 라피노스 및 티로신으로 이루어진 군에서 선택되는 1종 이상의 대사체의 수준을 분석하는 단계;(b) Among the metabolites extracted in step (a), adenosine, alpha-ketoglutaric acid, ascorbic acid, aspartic acid, dimethylarginine, gallic acid, gentis acid, sinapic acid, tangsenoside II, 7-hydride Analyzing the level of one or more metabolites selected from the group consisting of roxicoumarin, acetylcholine, caffeoylquinic acid, quinic acid, raffinose, and tyrosine;
(c) 국내산 또는 중국산 여부가 확인된 더덕과 피검 더덕의 대사체 수준을 비교하는 단계; 및(c) Comparing the metabolite levels of the deodeok tested with the deodeok confirmed to be domestic or Chinese; and
(d) 피검 더덕의 대사체 수준과 유사한 수준을 보이는 더덕의 산지를 피검 더덕의 원산지로 판정하는 단계.(d) Step of determining the origin of the deodeok to be tested showing a level of metabolites similar to that of the deodeok to be tested.
상기 대사체를 추출하는 방법은 특별히 제한되지는 않으나, 용매 추출이 바람직하다. 상기 용매로는 물; 메탄올, 에탄올, 프로판올, 부탄올 등의 저급 알코올; 아세톤; 트리플루오로에탄올; 테트라하이드로퓨란; 디클로로메탄; 포스페이트; 및 이들의 혼합용매를 사용할 수 있다.The method for extracting the metabolites is not particularly limited, but solvent extraction is preferred. The solvent includes water; Lower alcohols such as methanol, ethanol, propanol, and butanol; acetone; trifluoroethanol; tetrahydrofuran; dichloromethane; phosphate; and mixed solvents thereof can be used.
상기 대사체의 수준을 분석하는 단계는 크로마토그래피/질량 분석법으로 수행될 수 있으며, 구체적으로는 액체크로마토그래피-사중극자 비행시간 질량분석법 (LC Q-TOF MS)이 사용될 수 있다.The step of analyzing the level of the metabolite can be performed by chromatography/mass spectrometry, specifically liquid chromatography-quadrupole time-of-flight mass spectrometry (LC Q-TOF MS).
본 발명의 더덕의 원산지 판별용 조성물은 15종의 대사체 마커를 검출할 수 있으므로, 상기 조성물을 사용하면 더덕의 대사체 수준의 차이를 이용하여 국내산 더덕과 중국산 더덕의 원산지를 판별할 수 있다. 상기 대사체마커는, 실제 단속에 이용하는 원산지를 속여 부당한 이익을 취하는 행위를 단속할 수 있는 중요한 도구로써 사용할 수 있으며, 이는 국내 유통 농산물의 시장질서 확립과 소비자들의 신뢰 확보에 기여할 수 있다.Since the composition for determining the origin of deodeok of the present invention can detect 15 types of metabolite markers, using the composition, the origin of domestic and Chinese deodeok can be determined using the difference in metabolite levels of deodeok. The metabolite marker can be used as an important tool to crack down on the practice of gaining unfair profits by lying about the origin used in actual crackdowns, and this can contribute to establishing market order for agricultural products distributed domestically and securing consumer trust.
도 1은 더덕에서 분리한 대사체들을 주성분 분석으로 도식화한 결과이다.
도 2는 더덕의 원산지에 따른 대사체 분포를 확인하기 위해 더덕에서 분리한 대사체들을 부분최소제곱판별분석으로 확인한 결과이다.
도 3은 부분최소제곱판별분석 결과의 변수 중요도 척도 리스트를 통해 VIP 스코어가 1.2 이상인 더덕의 원산지를 판별해 낼 수 있는 대사체들을 선별하여 상대 존재비(Relative abundances)를 나타낸 결과이다.
도 4는 본 발명에서 발굴한 대사체 바이오마커의 더덕 원산지 판별 능력을 확인한 결과이다.Figure 1 shows the schematic results of metabolites isolated from Deodeok using principal component analysis.
Figure 2 shows the results of partial least squares discriminant analysis of metabolites isolated from deodeok to confirm the distribution of metabolites according to the origin of deodeok.
Figure 3 shows the results of selecting metabolites that can determine the origin of Deodeok with a VIP score of 1.2 or more through the variable importance scale list of the partial least squares discriminant analysis results and showing the relative abundances.
Figure 4 shows the results of confirming the ability of the metabolite biomarkers discovered in the present invention to determine the origin of Deodeok.
이하 하나 이상의 구체예를 실시예를 통하여 보다 상세하게 설명한다. 그러나 이들 실시예는 하나 이상의 구체예를 예시적으로 설명하기 위한 것으로 본 발명의 범위가 이들 실시예에 한정되는 것은 아니다.Hereinafter, one or more specific examples will be described in more detail through examples. However, these examples are for illustrative purposes of one or more specific examples and the scope of the present invention is not limited to these examples.
실시예 1: 더덕 시료의 전처리 및 대사체 추출Example 1: Pretreatment and metabolite extraction of Deodeok samples
국내산 더덕을 주산지별로 강원도 정선, 횡성, 제주의 3개 지역으로부터 구입하고, 중국산 더덕을 구입하였다. 구입한 각각의 더덕 시료는 물로 세척하고 껍질을 제거한 후 동결건조 하였다. 건조한 더덕 시료는 균질화하여 파우더 형태로 만들고 대사체 추출 전까지 영하 78℃에서 냉동 보관하였다. 시료의 추출과 분석을 위해 각각 에탄올 (Thermo Fisher; 미국)과 유기용매와 물 (Thermo Fisher; 미국)을 사용하였다.Domestic deodeok was purchased from three main producing areas: Jeongseon, Hoengseong, and Jeju in Gangwon-do, and Chinese deodeok was purchased. Each purchased deodeok sample was washed with water, the skin was removed, and freeze-dried. Dried deodeok samples were homogenized into powder form and stored frozen at -78°C until metabolite extraction. For sample extraction and analysis, ethanol (Thermo Fisher; USA) and organic solvent and water (Thermo Fisher; USA) were used, respectively.
각각의 시료 50 ㎎을 정확하게 칭량한 후 70% 에탄올 1 ㎖을 넣고 초음파처리장치 (POWERSONIC 605; 대한민국)를 이용하여 20분 추출하였다. 추출물은 원심분리 하여 상층액을 여과한 후 분석용 시료로 사용하였다.After accurately weighing 50 mg of each sample, 1 ml of 70% ethanol was added and extracted for 20 minutes using an ultrasonic treatment device (POWERSONIC 605; Korea). The extract was centrifuged, the supernatant was filtered, and then used as a sample for analysis.
실시예 2: 대사체 검출 및 분석Example 2: Metabolite detection and analysis
2-1. 액체 크로마토그래피 분석2-1. Liquid chromatography analysis
더덕 시료 내의 대사체 검출을 위해, 실시예 1에서 획득한 분석용 시료 5 ㎕를 액체 크로마토그래피에 주입하여 분리하였다. 액체 크로마토그래피 장비는 Exion LCTM AD (AB ACIEX, Concord, ON, Canada)과 Waters Acquity UPLC HSS T3 Column (2.1 ㎜x100 ㎜, 1.8 ㎛)을 이용하였다. 이동상으로 0.1% 포름산 (formic acid)이 포함된 D.W (용매 A)와 아세토니트릴 (용매 B)을 사용하고, 300 ㎕/분의 유속으로 다음과 같은 용매 구배로 분석하였다; 0분 내지 1분, 1% 내지 5% 용매 B; 1분 내지 3분, 5% 내지 25% 용매 B; 3분 내지 4.8분, 25% 내지 35% 용매 B; 4.8분 내지 5.8분, 35% 용매 B; 5.8분 내지 6.8분, 35% 내지 45% 용매 B; 6.8분 내지 7.8분, 45% 용매 B; 7.8분 내지 8.8분, 45% 내지 60% 용매 B; 8.8분 내지 9.3분, 60% 내지 100% 용매 B; 9.3분 내지 10분, 100% 내지 1% 용매 B; 10분 내지 13분, 1% 용매 B.To detect metabolites in the Deodeok sample, 5 μl of the sample for analysis obtained in Example 1 was injected into liquid chromatography and separated. The liquid chromatography equipment used was Exion LC TM AD (AB ACIEX, Concord, ON, Canada) and Waters Acquity UPLC HSS T3 Column (2.1 ㎜x100 ㎜, 1.8 ㎛). DW (solvent A) and acetonitrile (solvent B) containing 0.1% formic acid were used as mobile phases, and the analysis was performed using the following solvent gradient at a flow rate of 300 μl/min; 0 to 1 minute, 1% to 5% solvent B; 1 to 3 minutes, 5% to 25% solvent B; 3 to 4.8 minutes, 25% to 35% solvent B; 4.8 to 5.8 minutes, 35% solvent B; 5.8 to 6.8 minutes, 35% to 45% solvent B; 6.8 to 7.8 minutes, 45% solvent B; 7.8 to 8.8 minutes, 45% to 60% solvent B; 8.8 to 9.3 minutes, 60% to 100% solvent B; 9.3 to 10 minutes, 100% to 1% Solvent B; 10 to 13 minutes, 1% solvent B.
2-2 질량 분석기 분석2-2 Mass spectrometry analysis
더덕 시료 내의 대사체 검출을 위해 질량 분석기를 이용하여 질량 분석을 실시하였다. 질량 분석에는 X500R QTOF (AB ACIEX) 질량 분석기를 이용하였으며, 50-1100 m/z의 질량 범위에서 Positive와 Negative 이온화 모드로 대사체들의 질량 스펙트럼을 확보하였다.To detect metabolites in deodeok samples, mass spectrometry was performed using a mass spectrometer. For mass analysis, an X500R QTOF (AB ACIEX) mass spectrometer was used, and mass spectra of metabolites were obtained in positive and negative ionization modes in the mass range of 50-1100 m/z.
2-3 대사체 초기 동정2-3 Initial identification of metabolites
상기 2-1 및 2-2에서 분석한 대사체들의 초기 동정을 위해 HMDB (the Human Metabolome Database), METLIN과 같은 온라인 데이터베이스와 참고문헌을 사용하여 스펙트럼의 일치도를 통한 비교분석을 실시하였다. 이 과정을 통해 더덕 시료에서 총 97개의 대사체들을 검출하였다 (표 1).For the initial identification of the metabolites analyzed in 2-1 and 2-2 above, comparative analysis was performed through spectral concordance using online databases such as HMDB (the Human Metabolome Database) and METLIN and references. Through this process, a total of 97 metabolites were detected in deodeok samples (Table 1).
실시예 3: 대사체 바이오마커 Example 3: Metabolite Biomarkers
3-1. 주성분 분석 (principal component analysis, PCA)3-1. Principal component analysis (PCA)
상기 실시예 1 및 2의 과정을 통해 검출한 총 98개의 대사체들 중 바이오마커 선별을 위한 분석으로 우선, 주성분 분석 (principal component analysis, PCA)을 통해 대사체들을 도식화하였으며 이를 도 1에 나타내었다.As an analysis for biomarker selection among a total of 98 metabolites detected through the processes of Examples 1 and 2, the metabolites were first schematized through principal component analysis (PCA), which is shown in Figure 1. .
3-2. 부분최소제곱판별분석 (partial least squares-discriminant analysis, PLS-DA)3-2. Partial least squares-discriminant analysis (PLS-DA)
또한, 더덕의 원산지에 따른 대사체의 분포를 확인하기 위해 부분최소제곱판별분석 (partial least squares-discriminant analysis, PLS-DA)을 시행하였고 이에 대한 결과를 도 2에 나타내었다. 도 2에서 보는 바와 같이 대사체 수준에 따라 원산지별로 샘플이 모이는 것을 확인하였으며, 원산지별로 더덕 시료 내 대사체 수준(발현량)에 차이가 있음을 알 수 있었다.In addition, partial least squares-discriminant analysis (PLS-DA) was performed to confirm the distribution of metabolites according to the origin of Deodeok, and the results are shown in Figure 2. As shown in Figure 2, it was confirmed that samples were gathered by country of origin according to the metabolite level, and it was found that there was a difference in the level (expression) of metabolites in deodeok samples by country of origin.
3-3. 대사체 바이오마커 선별 3-3. Metabolite biomarker screening
부분최소제곱판별분석 결과의 변수 중요도 척도 (Variable importance in projection, VIP) 리스트를 통해 VIP 스코어가 1.2 이상인 대사체들을 선별하였다. 그 후, 통계적으로 식별 가능한 15종의 대사체들을 선별하여 상대 존재비 (Relative abundances; 해당 대사체의 피크 면적 (peak area) 값으로 더덕 내 존재하는 상대적인 양을 의미함)를 분석하였고, 이를 도 3에 나타내었다. 선별한 15종의 대사체 중에서 한국산 더덕에서 발현 수준이 높은 대사체는 다음과 같다: 아데노신 (adenosine), 알파-케토글루타르산 (alpha-ketoglutarate), 아스코르브산 (ascorbic acid), 아스파르트산 (aspartate), 디메틸아르기닌 (dimethylarginine), 갈릭산 (gallic acid), 젠티스산 (gentisic acid), 시납산 (sinapic acid) 및 탕세노시드 II (tangshenoside II). 또한, 선별한 15종의 대사체 중에서 한국산 더덕에서 발현 수준이 낮은 대사체는 7-하이드록시쿠마린 (7-hydroxycoumarin), 아세틸콜린 (acetylcholine), 카페오일퀸산 (caffeoylquinic acid), 퀴닉산 (quinic acid), 라피노스 (raffinose) 및 티로신 (tyrosine)이다.Metabolites with a VIP score of 1.2 or higher were selected through the variable importance in projection (VIP) list of the partial least squares discriminant analysis results. Afterwards, 15 statistically identifiable metabolites were selected and their relative abundances (peak area value of the metabolite, meaning the relative amount present in Deodeok) were analyzed, which is shown in Figure 3 shown in Among the 15 selected metabolites, the ones with high expression levels in Korean deodeok are as follows: adenosine, alpha-ketoglutarate, ascorbic acid, and aspartate. ), dimethylarginine, gallic acid, gentisic acid, sinapic acid and tangshenoside II. In addition, among the 15 types of metabolites selected, the metabolites with low expression levels in Korean deodeok were 7-hydroxycoumarin, acetylcholine, caffeoylquinic acid, and quinic acid. ), raffinose and tyrosine.
본 실시예의 결과를 통해 원산지별로 15가지 대사체의 분포에 차이가 있음을 확인할 수 있었다. 따라서, 상기 15가지의 대사체를 한국산, 중국산 더덕을 판별할 수 있는 대사체 바이오마커로 선별하였다.Through the results of this example, it was confirmed that there were differences in the distribution of 15 metabolites by country of origin. Therefore, the above 15 metabolites were selected as metabolite biomarkers that can distinguish between Korean and Chinese deodeok.
실시예 4: 대사체 바이오마커 검증 및 확립Example 4: Metabolite biomarker validation and establishment
상기 실시예 3에서 선별한 대사체 바이오마커를 검증 및 확립하기 위해, 선별된 대사체 바이오마커를 이용한 모델을 적용하였고 이 때 더덕의 원산지 대한 판별 능력을 ROC (receiver operating characteristic) 커브로 나타내었으며, 이를 도 4에 나타내었다.In order to verify and establish the metabolite biomarkers selected in Example 3, a model using the selected metabolite biomarkers was applied, and the ability to discriminate the origin of deodeok was expressed as a ROC (receiver operating characteristic) curve, This is shown in Figure 4.
도 4에 나타낸 바와 같이 선별된 대사체 모두 AUC (aurea under the ROC curve) 값이 0.8 이상으로 나타나 발굴한 마커들의 더덕 원산지 판별력이 매우 높음을 확인하였다.As shown in Figure 4, all of the selected metabolites had AUC (aurea under the ROC curve) values of 0.8 or higher, confirming that the discovered markers had a very high ability to determine the origin of Deodeok.
Claims (7)
Adenosine, alpha-ketoglutarate, ascorbic acid, aspartate, dimethylarginine, gallic acid, gentisic acid. , sinapic acid, tangshenoside II, 7-hydroxycoumarin, acetylcholine, caffeoylquinic acid, quinic acid, raffinose A metabolite marker composition for determining the origin of Deodeok, comprising at least one metabolite selected from the group consisting of raffinose and tyrosine.
The metabolite marker composition for determining the origin of deodeok according to claim 1, wherein the composition is used to distinguish between Korean deodeok and Chinese deodeok.
상기 아데노신, 알파-케토글루타르산, 아스코르브산, 아스파르트산, 디메틸아르기닌, 갈릭산, 젠티스산, 시납산 및 탕세노시드 II의 수준은 한국산 더덕과 비교하여 중국산 더덕에서 감소하는 것인, 더덕의 원산지 판별용 대사체 마커 조성물.
According to paragraph 1,
The levels of adenosine, alpha-ketoglutarate, ascorbic acid, aspartic acid, dimethylarginine, gallic acid, gentis acid, sinapic acid, and Tangsenoside II are decreased in Chinese deodeok compared to Korean deodeok. Metabolite marker composition for determining the origin of.
상기 7-하이드록시쿠마린, 아세틸콜린, 카페오일퀸산, 퀴닉산, 라피노스 및 티로신의 수준은 한국산 더덕과 비교하여 중국산 더덕에서 증가하는 것인, 더덕의 원산지 판별용 대사체 마커 조성물.
According to paragraph 1,
A metabolite marker composition for determining the origin of deodeok, wherein the levels of 7-hydroxycoumarin, acetylcholine, caffeoylquinic acid, quinic acid, raffinose, and tyrosine increase in Chinese deodeok compared to Korean deodeok.
A kit for discriminating between domestic and Chinese deodeok, comprising the metabolite marker composition for determining the origin of deodeok of claim 1.
(a) 국내산 또는 중국산 여부가 확인된 더덕과 원산지를 모르는 피검 더덕으로부터 대사체를 추출하는 단계;
(b) 상기 (a) 단계에서 추출된 대사체 중 아데노신, 알파-케토글루타르산, 아스코르브산, 아스파르트산, 디메틸아르기닌, 갈릭산, 젠티스산, 시납산, 탕세노시드 II, 7-하이드록시쿠마린, 아세틸콜린, 카페오일퀸산, 퀴닉산, 라피노스 및 티로신으로 이루어진 군에서 선택되는 1종 이상의 대사체의 수준을 분석하는 단계;
(c) 국내산 또는 중국산 여부가 확인된 더덕과 피검 더덕의 대사체 수준을 비교하는 단계; 및
(d) 피검 더덕의 대사체 수준과 유사한 수준을 보이는 더덕의 산지를 피검 더덕의 원산지로 판정하는 단계.
Method for distinguishing between domestic and Chinese deodeok including the following steps:
(a) extracting metabolites from deodeok that has been confirmed to be domestically produced or produced in China and a test deodeok whose country of origin is unknown;
(b) Among the metabolites extracted in step (a), adenosine, alpha-ketoglutaric acid, ascorbic acid, aspartic acid, dimethylarginine, gallic acid, gentis acid, sinapic acid, tangsenoside II, 7-hydride Analyzing the level of one or more metabolites selected from the group consisting of roxicoumarin, acetylcholine, caffeoylquinic acid, quinic acid, raffinose, and tyrosine;
(c) Comparing the metabolite levels of the deodeok tested with the deodeok confirmed to be domestic or Chinese; and
(d) Step of determining the origin of the deodeok that shows a level of metabolite similar to that of the deodeok to be tested as the origin of the deodeok to be tested.
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