WO2017077120A1 - Diagnosis of diabetes - Google Patents

Diagnosis of diabetes Download PDF

Info

Publication number
WO2017077120A1
WO2017077120A1 PCT/EP2016/076867 EP2016076867W WO2017077120A1 WO 2017077120 A1 WO2017077120 A1 WO 2017077120A1 EP 2016076867 W EP2016076867 W EP 2016076867W WO 2017077120 A1 WO2017077120 A1 WO 2017077120A1
Authority
WO
WIPO (PCT)
Prior art keywords
glucose
gluconeogenesis
label
diabetes
phosphate
Prior art date
Application number
PCT/EP2016/076867
Other languages
French (fr)
Inventor
Alexander Braun
Martin Elsner
Christian GRIEBLER
Original Assignee
Alexander Braun
Martin Elsner
Griebler Christian
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Alexander Braun, Martin Elsner, Griebler Christian filed Critical Alexander Braun
Publication of WO2017077120A1 publication Critical patent/WO2017077120A1/en

Links

Classifications

    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N33/00Investigating or analysing materials by specific methods not covered by groups G01N1/00 - G01N31/00
    • G01N33/48Biological material, e.g. blood, urine; Haemocytometers
    • G01N33/50Chemical analysis of biological material, e.g. blood, urine; Testing involving biospecific ligand binding methods; Immunological testing
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N33/00Investigating or analysing materials by specific methods not covered by groups G01N1/00 - G01N31/00
    • G01N33/48Biological material, e.g. blood, urine; Haemocytometers
    • G01N33/50Chemical analysis of biological material, e.g. blood, urine; Testing involving biospecific ligand binding methods; Immunological testing
    • G01N33/58Chemical analysis of biological material, e.g. blood, urine; Testing involving biospecific ligand binding methods; Immunological testing involving labelled substances
    • G01N33/60Chemical analysis of biological material, e.g. blood, urine; Testing involving biospecific ligand binding methods; Immunological testing involving labelled substances involving radioactive labelled substances
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N2400/00Assays, e.g. immunoassays or enzyme assays, involving carbohydrates
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N2800/00Detection or diagnosis of diseases
    • G01N2800/04Endocrine or metabolic disorders
    • G01N2800/042Disorders of carbohydrate metabolism, e.g. diabetes, glucose metabolism
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N2800/00Detection or diagnosis of diseases
    • G01N2800/52Predicting or monitoring the response to treatment, e.g. for selection of therapy based on assay results in personalised medicine; Prognosis

Landscapes

  • Life Sciences & Earth Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Molecular Biology (AREA)
  • Biomedical Technology (AREA)
  • Chemical & Material Sciences (AREA)
  • Hematology (AREA)
  • Immunology (AREA)
  • Urology & Nephrology (AREA)
  • Cell Biology (AREA)
  • Biochemistry (AREA)
  • Biotechnology (AREA)
  • Food Science & Technology (AREA)
  • Medicinal Chemistry (AREA)
  • Physics & Mathematics (AREA)
  • Analytical Chemistry (AREA)
  • Microbiology (AREA)
  • General Health & Medical Sciences (AREA)
  • General Physics & Mathematics (AREA)
  • Pathology (AREA)
  • Acyclic And Carbocyclic Compounds In Medicinal Compositions (AREA)
  • Medicines That Contain Protein Lipid Enzymes And Other Medicines (AREA)
  • Investigating Or Analysing Biological Materials (AREA)

Abstract

The present invention relates to a composition comprising or consisting of: (a) one or more inorganic substrates that carry a label and can be fed into the tricarboxylic acid cycle and/or the gluconeogenesis pathway selected from (i) heavy water; and (ii) a mono-carbon substrate; and (b) glucose, a source of glucose, and/or an inhibitor of gluconeogenesis.

Description

Diagnosis of diabetes
The present invention relates to a composition comprising or consisting of: (a) one or more inorganic substrates that carry a label and can be fed into the tricarboxylic acid cycle and/or the gluconeogenesis pathway selected from (i) heavy water; and (ii) a mono-carbon substrate; and (b) glucose, a source of glucose, and/or an inhibitor of gluconeogenesis.
In this specification, a number of documents including patent applications and manufacturer's manuals is cited. The disclosure of these documents, while not considered relevant for the patentability of this invention, is herewith incorporated by reference in its entirety. More specifically, all referenced documents are incorporated by reference to the same extent as if each individual document was specifically and individually indicated to be incorporated by reference.
Diabetes mellitus is the most common metabolic disease in the world (Lowell and Shulman (2005), Science, 307, 384-387) and has reached epidemic proportions (Patti and Corvera (2010), Endocrine Reviews, 31 , 364-395). The estimated number of diagnosed cases has risen steadily over the past decade - from 151 to 285 million cases and is expected to rise to 552 million by 2030 (Whiting et al. (2011), Diabetes Research and Clinical Practice, 94, 311- 321 ). Suffering from Diabetes mellitus implies higher risk of heart disease, stroke, nephropathy, retinopathy, neuropathy, amputations, peripheral arterial disease and pregnancy-related complications and finally leads to death (Patti and Corvera (2010) loc. cit.; Madsen-Bouterse and Kowluru (2008), Reviews in Endocrine & Metabolic Disorders, 9, 315- 327). In particular, diabetes is considered responsible for a death every 10 seconds, with the mortality rate of approximately 4 million per year (Silink (2007), International Journal of Clinical Practice, 61, 5-8). Next to the decrease of the patient's life time and quality, the resulting health care costs sum up to ~ $ 170 billion alone in the US, making diabetes a major human health care issue (Patti and Corvera (2010) loc. cit.). Consequently, the United Nations have declared diabetes as a "global threat" in a recent landmark resolution (UN Resolution 61/225). For the first time, a non-infectious disease has been seen as challenging as infectious epidemics such as HIV/AIDS. In light of these findings, one of the most important public health goals lies in the development of a diagnostic tool that (i) allows diagnosing diabetes even before the onset of serious health complications (ii) and simultaneously has non-invasive sampling character. A non-invasive diagnosis procedure would reduce harm to test persons, in particular compared to the current "gold standard", i.e. invasive blood sampling, and could thus contribute to a higher acceptance among potentially affected people.
Based on etiology, diabetes can be divided into two main forms: type 1 Diabetes mellitus (T1 DM); and type 2 Diabetes mellitus (T2DM). T1 DM is an autoimmune disease resulting from destruction of the insulin secreting pancreatic β cells leading to a complete absence of insulin in the body (Sparre et al. (2005), Molecular & Cellular Proteomics, 4, 441-457), and accounts for 5%-10% of all diabetic cases. T2DM is characterized by relative insulin deficiency due to decreased insulin secretion by the β-cells and/or the decreased effect of insulin in the target tissues (i.e. liver, muscle and lipid tissue), also known as insulin resistance (Zimmet et al. (2001), Nature, 414, 782-787). T2DM is the most common form of diabetes and affects over 90% of diabetic patients (Chen et al. (2012), Protein & Cell, 3, 648-660). As insulin mediates the transport of glucose from blood plasma into cells, the absolute or relative lack of insulin leads to two distinguishing features of the two diabetes types: on the one hand fasting and postprandial hyperglycemia in blood plasma, but on the other hand glucose limitation in the cells (Basu et al. (2005), Diabetes, 54, 1942-1948; Chen et al. (2012) loc. cit.). The cellular response of hepatocytes is the de novo synthesis of glucose, i.e. gluconeogenesis, which further exaggerates the plasma glucose concentration (Magnusson et al. (1992), The Journal of clinical investigation, 90, 1323-7; Lowell and Shulman (2005), loc. cit.; Giaccari et al. (1998), Diabetologia, 41 , 307-314; Basu et al. (2005), loc. cit.).
State-of-the-art diabetes diagnostics therefore focus primarily on glucose plasma concentrations. A downside thereof, as noted above, is the need for invasive sample taking. Non-invasive glucose monitoring is described in So et al. (2012) (Medical Devices: Evidence and Research, 5, 45-52) and Zhang et al. (2015) (Sensing and Bio-Sensing Research, 4, 23- 29). The latter methods determine the overall concentration of glucose and do not permit to identify glucose of gluconeogenetic origin.
In diabetes, gluconeogenesis is up-regulated; see, e.g. Gastaldelli et al. (2000) (Diabetes, 49, 1367-1373). One way to prove gluconeogenic activity is the application of stable isotope tracers or radioactive tracers. Isotope tracers are compounds that are chemically and functionally identical to the naturally occurring compound of interest but are distinct in molecular mass and/or radioactivity to allow for their unique detection by mass spectrometry or other analytical methods, respectively. Mass spectrometry is applicable for any type of isotope labeled tracers including stable isotopes as well as radioactive isotopes. Radioactive tracers can furthermore be measured with a Geiger counter or liquid scintillation spectrometry. Further analytical methods exploiting isotope effects are well-known in the art and include ultracentrifugation, densimetry, chromatography, IR spectroscopy, emission spectroscopy, polarimetry, optical rotatory dispersion, circular dichroism, NMR, electron resonance spectroscopy and Mossbauer spectroscopy.
Following the fate of the tracer in the body through different metabolites yields information on the metabolic regulation (Aleman (2008), PhD thesis at the Massachusetts Institute Of Technology). For example, by subcutaneous infusion of [13C, 2H]-glycerol and mass spectrometry analysis of plasma glucose, gluconeogenic activity could be proven in diabetic rats (Aleman (2008), loc. cit.). However, because of its late entry point into the gluconeogenic pathway at the triose phosphate isomerase reaction, glycerol usually contributes only about 3% of the total glucose produced (Bortz et al. (1972), The Journal of clinical investigation, 51, 1537-46; Wolfe et al. (1987), The American journal of physiology, 252, E189-96). In contrast, pyruvate and molecules that can be directly transformed into pyruvate, like alanine from protein breakdown and lactate from cellular respiration, constitute >90% of gluconeogenic sources (Aleman (2008), loc. cit.). Simultaneous labeling of all pyruvate precursors, e.g. 13C lactate has been described (Marsch et al. (2015), Isotopes in Environmental and Health Studies, 51 , 11-23).
The technical problem underlying the present invention can be seen in the provision of alternative or improved means and methods for diagnosing diabetes and metabolic syndrome, especially non-invasive means and methods as well as of means and methods of personalized medicine in the field of diabetes.
The technical problem is solved by the subject-matter of the claims.
Accordingly, in a first aspect, the present invention relates to a composition comprising or consisting of: (a) one or more inorganic substrates that carry a label and can be fed into the tricarboxylic acid cycle and/or the gluconeogenesis pathway selected from (i) heavy water; and (ii) a mono-carbon substrate; and (b) glucose, a source of glucose, and/or an inhibitor of gluconeogenesis. Related thereto, the invention provides a composition comprising or consisting of: (a) one or more mono-carbon substrates that carry a label and can be fed into the tricarboxylic acid cycle and/or the gluconeogenesis pathway; and (b) glucose, a source of glucose, and/or an inhibitor of gluconeogenesis.
The term "substrate" designates compounds which can be processed by an enzyme as well as compounds which are precursors of compounds which can be processed by an enzyme.
A mono-carbon substrate is a compound comprising exactly one carbon atom. Preferably, the mono-carbon substrate according to the present invention can be directly processed by an enzyme. As described further below, a preferred enzyme is pyruvate carboxylase. More generally speaking, the mentioned enzyme is preferably an enzyme of the tricarboxylic acid cycle and/or the gluconeogenesis pathway. Being a substrate for one of these enzymes is a preferred means of rendering the substrate amenable to being fed into the tricarboxylic acid cycle or the gluconeogenesis pathway.
The mono-carbon substrate according to the invention carries a label. The label is preferably an isotope label. Also envisaged, albeit less preferred, are the labels which are of chemical nature and may be conjugated to the substrate. Preferred isotope labels are disclosed further below.
The term "heavy water" has its art-established meaning and relates to water, wherein at least one hydrogen atom is replaced with deuterium (2H). Also heavy water is a substrate in accordance with the invention. Preferred enzymes capable of processing it include phosphopyruvate hydratase, triose-phosphate isomerase and fumarate hydratase.
The terms "tricarboxylic acid cycle" and "gluconeogenesis" are well-established in the art. They designate central parts of the carbohydrate metabolism of the vast majority of living organisms. For example, they are found in organisms as different from each other as mammals, especially humans on the one hand and members of the genus Bacillus, especially Bacillus subtilis, on the other hand. Gluconeogenesis is the anabolic pathway corresponding to the catabolic glycolysis pathway, wherein starting materials of the one pathway are products of the other and vice versa.
Bacillus subtilis is in widespread use as a model of the central carbohydrate metabolism including gluconeogenesis; see, for example, Fischer and Sauer (2005) (Nature Genetics, 37, 636-640), Sauer and Eikmanns (2005) (FEMS Microbiology Reviews, 29, 765-794), Dauner et al. (2001 ) (Journal of Bacteriology, 183, 7308-7317), Chubukov et al. (2013) (Molecular Systems Biology 9, 709), Buescher et al. (2012) (Science, 335, 1099) and Kohlstedt et al. (2014) (Environmental Microbiology, 16, 1898-1917). As such, Bacillus subtilis is not only the major model organism of the prokaryotic kingdom beside E. coli, but is furthermore of utmost and general importance in the field of carbohydrate metabolism.
Bacillus subtilis has been used as a model system for poof of principle purposes, see Example 3. Further model systems in accordance with the present invention are mammals, especially mice. Mouse models of diabetes are established and known in the art; see, for example, King, British Journal of Pharmacology (2012), 166, 877-894 and Fujiwara et al., Metabolism (1995), 44, 486-490. Table 1 below presents rodent models of type 2 diabetes which are useful for the present invention.
Table 1
Summary of rodent models of type 2 diabetes
Induction mechanism Model Main features Possible uses
Obese models (monogenic) Lep mice Obesity-induced hyperglycaemia Treatments to improve insulin resistance
Leprdb d mice Treatments to improve beta cell function ZDF Rats
Obese models (polygenic) KK mice Obesity-induced hyperglycaemia Treatments to improve insulin resistance
OLETF rat Treatments to improve beta cell function NZO mice Some models show diabetic complications TallyHo/Jng mice
NoncNZO10/LtJ mice
Induced obesity High fat feeding Obesity-induced hyperglycaemia Treatments to improve insulin resistance
(mice or rats)
Desert gerbil Treatments to improve beta cell function
Nile grass rat Treatments to prevent diet-induced obesity
Non-obese models GK rat Hyperglycemia induced by insufficient Treatments to improve beta cell function beta cell function/mass Treatments to improve beta cell survival
Genetically indcued models hIAPP mice Amyloid deposition in islets Treatments to prevent amyloid deposition of beta cell dysfunction Treatments to improve beta cell survival
AKITA mice Beta cell destruction due to ER stress Treatments to prevent ER stress
Treatments to improve beta cell survival
The common denominator of the compounds listed in item (b) of the first aspect of the invention is that they have an inhibitory effect on gluconeogenesis. To give an example, if there is an abundance of glucose, gluconeogenesis is down-regulated because there is no need for the production of further glucose. Alternatives to glucose which also have an inhibitory effect on gluconeogenesis are known to the skilled person. Preferred examples thereof are also given in item (b) and preferred embodiments thereof.
In a second aspect, the present invention provides a diagnostic composition comprising or consisting of: (a) one or more inorganic substrates that carry a label and can be fed into the tricarboxylic acid cycle and/or the gluconeogenesis pathway selected from (i) heavy water; and (ii) a mono-carbon substrate; and optionally (b) glucose, a source of glucose, and/or an inhibitor of gluconeogenesis.
Related thereto, the invention provides a diagnostic composition comprising or consisting of: (a) one or more mono-carbon substrates that carry a label and can be fed into the tricarboxylic acid cycle and/or the gluconeogenesis pathway; and optionally (b) glucose, a source of glucose, and/or an inhibitor of gluconeogenesis.
The composition according to the second aspect differs from the composition according to the first aspect in that (i) it is diagnostic in nature, and (ii) item (b) is optional.
As mentioned above, glucose as well as other compounds in accordance with item (b) cause down-regulation of gluconeogenesis. This applies to healthy persons, but not to diabetes patients or individuals having a prediabetic condition. Rather, characteristic for the latter groups of individuals is concomitant presence of hyperglycemia and active gluconeogenesis.
It has to be appreciated that the diabetic and the prediabetic condition entail a metabolic status where carbon fixation occurs in humans. Carbon fixation is the uptake of a mono- carbon substrate, for example carbon dioxide. Carbon fixation is a process normally associated with autotrophic organisms. The present inventors realized the surprising possibility of exploiting carbon fixation in humans for the purpose of diagnosing diabetes or prediabetes.
Gluconeogenesis can also be quantified by measuring the incorporation of 2H from 2H20 into glucose. This method measures gluconeogenesis from glycerol as well as from pyruvate-level precursors. Briefly, the principle is as follows: Obviously, all of the H on the OH groups of glucose is readily exchangeable. Additionally, the H covalently bound to carbon 2 on glucose is readily exchangeable with the extensive isomerization of glucose-6-phosphate with fructose-6-phosphate (glucose cycling). Enrichment of deuterium on carbon 2 thus has good agreement with the enrichment of the labeled body water pool. Therefore, deuterium labeling on carbon 2 is a useful marker of total body water but not of gluconeogenesis. In contrast, deuterium labeling of the other carbons 1 , 3, 4, 5, and 6 reflects gluconeogenesis, e.g. the interconversion of malate and fumarate in liver mitochondria results in 2H being bound to the C-3 of malate, which subsequently becomes the C-2 of phosphoeno/pyruvate and eventually the C-5 of glucose. Gluconeogenesis from glycerol also results in labeling of the C-5 of glucose, via incorporation of the label into the C-2 of glyceraldehyde-3-phosphate during its equilibration with dihydroxyacetone phosphate.
Accordingly, and to the extent use is made of heavy water, it is preferred to determine presence and/or amount of deuterium label at one, more or all carbon atoms 1 , 3, 4, 5, and 6 of glucose or one, more or all corresponding carbon atoms of metabolites, metabolites being gluconeogenetic metabolites downstream of pyruvate such as glucose-6 phosphate, fructose- 6 phosphate, ribose-5 phosphate and sedoheptulose-7 phosphate.
Table 2 below provides a comparison of inorganic tracers to quantify gluconeogenesis. Figure 6 depicts the pathways involved in 2H20 incorporation.
Figure imgf000009_0001
An advantage of the use of inorganic tracers like H13C03 " and 2H20 over the use of organic tracers is their rapid diffusion across membranes, and thus the better equilibration across the arterial, portal venous and intrahepatic precursor pools. The use of compounds according to item (b) further aids in distinguishing the healthy from the diseased state. While not being compulsory, the compounds in accordance with item (b) suppress gluconeogenesis in healthy individuals, noting that gluconeogenesis may occur in healthy individuals who are hungry. In diabetic and prediabetic persons such inhibitory mechanism is not available any more or it functions to a lesser degree.
In diabetic and prediabetic individuals, the label of the inorganic substrate, including the mono-carbon substrate, is incorporated into glucose. Surprisingly, the inventors found that the amount of label found in glucose or metabolites as further detailed below in patient samples scales with the rate of gluconeogenesis and accordingly is a measure of the severity of disease.
Additionally, the rate of gluconeogenesis can be determined by multiple non-invasive samplings of the (labeled) glucose (e.g. in in time intervals of ~10 min over a period of -90 min, like in Example 4) and analyzing the change in the amount of label in glucose over time (which is indicative for the gluconeogenic rate).
The rate of gluconeogenesis scales with the severity of the disease and is hence a measure of the severity of the disease. Determining the rate of gluconeogenesis via multiple sampling is more sensitive, more accurate and more precise than determination via single sampling. This enhanced sensitivity is particularly advantageous for individual optimization of anti- diabetes agent dosage in the context of personalized medicine.
Surprisingly, it turns out that the non-invasive diagnostic method of the invention (the substrate of the invention is preferably administrated via non-invasive routes, for details and preferred embodiments see below; and taking a sample from an individual is preferably noninvasive as well, for example by taking saliva) allows for a more precise analysis and diagnosis than art-established methods which throughout are invasive, at least with regard to one aspect out of administration and sample taking.
Having regard to the examples, the present invention uses isotopically labeled bicarbonate (or carbonate or C02) as a tracer, since the fixation of bicarbonate to pyruvate by the enzyme pyruvate carboxylase, which yields oxaloacetate, is the initial step of gluconeogenesis and integrates all pyruvate precursors. The inventors found that gluconeogenesis is qualitatively and quantitatively measureable via the administration of labeled bicarbonate (H13C03 ) following mass spectrometry of glucose. The fully sequenced microorganism Bacillus subtilis 168 strain was used as a model organism for mammalian metabolism, because the gluconeogenic enzymes are consistent, except for the last step from glucose-6-phosphate to glucose mediated by glucokinase, which is missing in Bacillus subtilis; see examples.
Advantageously, the present invention can be implemented as a non-invasive test for diabetes and prediabetes. Owing to the fact that the test may also be exploited quantitatively (the degree of incorporation of label is indicative of the severity of disease), it follows that the invention also aids in proper adjustment of dosage of antidiabetic drugs. These preferred uses of the invention will be described in more detail further below.
Furthermore, since a subtle increase of glucose concentrations stemming from the gluconeogenesis pathway can be detected by using the current invention, the state of pre- diabetic disease can be monitored in a highly accurate way.
In fact, and as compared to the prior art, especially Aleman, loc. cit. and Marsch, loc. cit., the invention surprisingly provides for a significantly higher degree of incorporation of the label into glucose or the mentioned metabolites.
A further advantage of the present invention (which is exploited by methods and uses disclosed further below) is the possibility to fine-tune and optimize the anti-diabetic treatment. Typical treatments include the administration of insulin, the administration of metformin and the administration of both insulin and metformin. For all these treatment regimens, fine-tuning and optimization of the respective dosage regimens, including the dosage regimen of the combination therapy with metformin and insulin, are rendered possible by the present invention, notably in a non-invasive manner.
In a third aspect, the present invention provides a kit comprising (a) one or more inorganic substrates that carry a label and can be fed into the tricarboxylic acid cycle and/or the gluconeogenesis pathway selected from (i) heavy water; and (ii) a mono-carbon substrate; and (b) glucose, a source of glucose and/or an inhibitor of gluconeogenesis.
Related thereto, the invention provides a kit comprising (a) one or more mono-carbon substrates that carry a label and can be fed into the tricarboxylic acid cycle and/or the gluconeogenesis pathway; and (b) glucose, a source of glucose and/or an inhibitor of gluconeogenesis. The kit according to the invention typically provides compounds in accordance with items (a) and (b) in separate vessels, respectively. The kit may also comprise further constituents, said further constituents including chemical compounds, wherein such chemical compounds are generally provided in further separate vessels. Preferred further constituents are described below and include those constituents which may be used to prepare final preferred compositions in accordance with the present invention, such final compositions including mineral water, lemonade and compositions confectioned for inhalation.
In preferred embodiments of the first, second and third aspect of the present invention the (i) heavy water is selected from 2H20, 02Η~ 2H30+, H2HO, H2H20+ and H2 2HO+; and/or (ii) the mono-carbon substrate is a substrate of pyruvate carboxylase and/or selected from HC03 ~,
Figure imgf000012_0001
Pyruvate carboxylase is an enzyme which catalyzes the carboxylation of pyruvate to yield oxaloacetate. Accordingly, it is a ligase. It has EC number 6.4.1.1. HC03 ~, also known as bicarbonate, and C03 2~ are anions of carbonic acid H2C03. C02 is carbon dioxide, the anhydrate of carbonic acid.
In further preferred embodiments of the first, second and third aspect, said label (i) deviates from the naturally occurring distribution of isotopes; and/or (ii) is a stable isotope label such as 13C or a radioactive label such as 14C and 11C.
Preference is given stable isotope labels.
A preferred analytical means is mass spectrometry; see further below. Especially preferred is isotopic ratio mass spectrometry (IRMS). IRMS is described, for example in Krummen et al. (Rapid Commun. Mass Spectrom. 2004; 18: 2260-2266) and Godin et al. (Mass Spectrometry Reviews, 2007, 26, 751-774).
Preference is given to compositions and kits where the mono-carbon substrate is 100% labeled. This is not the requirement, though. Any distribution of isotopes in the mono-carbon substrate of the invention which deviates from the naturally occurring isotope distribution permits the tracing of the gluconeogenetic process. This is expressed in item (i) of this preferred embodiment. C, owing to its radioactivity, can in principle be detected using a Geiger counter or by scintillation spectroscopy. Alternatively, 14C may also be detected by mass spectrometry. A preferred carbon isotope for radioactive detection schemes is 1 C.
While for diagnostic purposes in humans preference will be given to the use of stable isotopes, especially 3C, it is understood that for tests in animals and in the pre-clinical phase, radioactive labels are advantageous.
In a further preferred embodiment of the first, second and third aspect of the invention, said source of glucose is selected from (a) disaccharides, oligosaccharides and polysaccharides which comprise glucose; and (b) glucose phosphates; or said inhibitor of gluconeogenesis is a metabolite, a hormone or a drug.
Exemplary disaccharides in accordance with (a) are saccharose and lactose. An exemplary polysaccharide is starch. Glucose phosphates include glucose-6-phosphate.
Preferred hormones are glucocorticoids, insulin, and insulin precursors, for example proinsulin. Preferred drugs are antihypertonica such as beta-blocking agents, thiazide diuretics such as hydrochlorothiazide, chlorthalidone, angiotensin converting enzyme (ACE) inhibitors, and metformin.
Accordingly, particularly preferred compositions, diagnostic compositions and kits according to the invention comprise or consist of one or more mono-carbon substrates, preferably HCO3 ", preferably the 13C labeled form thereof; and insulin or proinsulin.
A further particularly preferred composition, diagnostic composition or kit of the invention comprises or consists of one or more mono-carbon substrates, preferably HC03 ", preferably the 13C labeled form thereof; and metformin.
A yet further particularly preferred composition, diagnostic composition or kit of the invention comprises or consists of one or more mono-carbon substrates, preferably HC03 ", preferably the 13C labeled form thereof; and insulin and metformin.
In a further preferred embodiment of compositions, including diagnostic compositions or of the kit according to the present invention, said composition, diagnostic composition or kit further comprises one or more of the following: (c) water; (d) salts; (e) colorants; (f) flavorings; (g) preservatives; (h) fruit juice and/or fruit extracts; (i) whey and/or milk; and (j) propellants.
These are preferred further constituents which can be used to manufacture ready-to-use compositions in accordance with the present invention. Ready-to-use compositions include compositions for the intake by patients. Intake may be by drinking, eating or inhalation.
Accordingly, particularly preferred compositions and diagnostic compositions are mineral water, lemonade and compositions confectioned for inhalation.
A mineral water in accordance with the present invention may comprise or consist of one or more mono-carbon substrates in accordance with item (a), preferably HC03 ~ optionally a compound in accordance with item (b) as disclosed above, preferably glucose, water, and optionally salts, such as chlorides and sulfates of sodium, potassium, calcium and/or magnesium. One or more preservatives are furthermore envisaged as ingredients of a mineral water in accordance with the present invention.
A preferred lemonade according to the invention may comprise or consist of a mineral water in accordance with the invention where fruit juice and/or fruit extracts, flavorings and/or colorants have been added.
Further envisaged are drinks containing whey. As compared to mineral water, whey may be used to substitute water or may be mixed with water.
A composition confectioned for inhalation in accordance with the present invention may comprise one or more mono-carbon substrates in accordance with item (a), preferably HC03 ~; optionally a compound in accordance with item (b) such as glucose; water; salts, preferably as defined above and/or preferably for the purpose of rendering the composition isotonic and, to the extent said composition confectioned for inhalation is a spray, propellants.
Another composition for inhalation comprises or consists of labeled C02, e.g. 13C02.
One or more preservatives are further preferred constituents of any of the compositions in accordance with the present invention.
Mineral waters and lemonades may be filled into bottles or containers which are equipped with a device, e.g. a valve, preventing loss of gas. In a further preferred embodiment of the composition, the diagnostic composition or the kit of any one of the preceding aspects of the invention, said composition, diagnostic composition or kit is for (a) diagnosing diabetes, a predisposition to develop diabetes or metabolic syndrome, preferably type 2 diabetes; and/or (b) dosage adjustment of diabetes treatment.
The term "predisposition to develop diabetes" includes the condition of prediabetes as well as metabolic syndrome. The relevance of gluconeogenesis in metabolic syndrome is described in, for example, Bagby (2004) (J Am Soc Nephrol, 15, 2775-2791 ) and Moller (2001) (Nature, 414, 821-827).
Throughout this specification, type 2 diabetes is the preferred form of diabetes.
In a particularly preferred embodiment and in relation to item (b) of the preceding preferred embodiment, said treatment is the administration of metformin and said adjustment is the establishing of an adequate dosage regimen.
In a fourth aspect, the present invention provides an inorganic substrate that carries a label and can be fed into the tricarboxylic acid cycle and/or the gluconeogenesis pathway selected from (i) heavy water; and (ii) a mono-carbon substrate; and optionally glucose, a source of glucose and/or an inhibitor of gluconeogenesis; for use in an in vivo method of diagnosing diabetes or metabolic syndrome or a predisposition to develop diabetes or metabolic syndrome.
Said in vivo method of diagnosing includes a method of diagnosing practised on the human or animal body.
Related thereto, the invention provides a labeled mono-carbon substrate that can be fed into the tricarboxylic acid cycle and/or the gluconeogenesis pathway, and optionally glucose, a source of glucose and/or an inhibitor of gluconeogenesis, for use in method of diagnosing diabetes, a predisposition to develop diabetes or metabolic syndrome and/or for dosage adjustment of diabetes treatment.
In a preferred embodiment, said method comprises determining presence and/or amount of label in glucose or a metabolite, said metabolite being as defined herein below, wherein presence and/or a statistically significantly elevated amount of label in glucose or said metabolite as compared to a healthy reference is indicative of diabetes, metabolic syndrome or a predisposition to develop diabetes or metabolic syndrome.
A healthy reference may be a single person or a population average. In either case, for an individual to be considered as healthy reference, preferably to said individual a composition in accordance with the first aspect is administered and preferably no labelled glucose or labelled metabolite as defined herein is subsequently found in said individual. Such individual would be characterized in that is does not suffer from diabetes or metabolic syndrome nor does it have a predisposition therefor.
As an alternative, and preferably, the reference state is the same individual to which the label substrate in accordance with the present invention is to be administered. In fact, the present invention allows for a subject-specific or patient-specific reference state. This is described in more detail further below.
Related thereto, a patient suffering from diabetes, in particular type 2 diabetes, and receiving optimal anti-diabetes treatment, such as optimal dosage of an anti-diabetic agent such as metformin or insulin, can be identified based on the teaching of the present invention. Such patient would be characterized in that no labelled glucose or labelled metabolite as defined herein is found in said patient upon administration of a composition in accordance with the first aspect of this invention.
The term "metabolic syndrome" has its art-established meaning. It relates to a condition where at least three of the following symptoms occur: abdominal obesity, elevated blood pressure, elevated fasting serum glucose, high serum triglycerides and low high-density lipoprotein levels. Metabolic syndrome is characterized by an elevated risk to develop type 2 diabetes.
As noted above, means and methods of the present invention are characterized by particularly high sensitivity. As a consequence, early stages of a disease or predisposition thereto can be determined. To the extent a subject exhibits no clinical symptoms of diabetes or metabolic syndrome, presence and/or amount of label is indicative of the above mentioned predisposition.
In a fifth aspect, the invention relates to an inorganic substrate that carries a label and can be fed into the tricarboxylic acid cycle and/or the gluconeogenesis pathway selected from (i) heavy water; and (ii) a mono-carbon substrate; and optionally glucose, a source of glucose and/or an inhibitor of gluconeogenesis; for use in a method of treating diabetes in a patient, wherein (a) said method comprises treating said patient with an anti-diabetic agent such as insulin or metformin; and (b) the amount of label determined in glucose or a metabolite in a sample taken from said patient, said metabolite being a gluconeogenetic metabolite downstream of pyruvate such as glucose-6-phosphate, fructose-6-phosphate, ribose-5- phosphate and sedoheptulose-7-phosphate, is used for adjusting the dosage of said antidiabetic agent.
In the context of personalized medicine, the aim of adjusting the dose is to prevent a shortcoming of the anti-diabetic agent in order to maximize its effect and at the same time to prevent an overdose of the anti-diabetic agent, in order not to cause hypoglycemia.
Samples may be taken from said patient prior to and after or only after administration of said anti-diabetic agent. It is expected that administration of the anti-diabetic agent entails a decrease of label in glucose or a metabolite as defined above. If said decrease is not sufficient, dosage of the anti-diabetic agent may be increased. An increased dosage which entails an improved treatment can be determined by a (further) decrease or disappearance of label.
Preferred embodiments of the composition, the diagnostic composition and the kit according to the present invention also define preferred embodiments of the fourth aspect. The same applies mutatis mutandis to the further aspects of the present invention as disclosed further below.
Having regard to the recited dosage adjustment of diabetes treatment, it has to be understood that, as noted above, the degree and/or the rate of incorporation of the label into glucose by the gluconeogenetic process is reflective of the severity of the disease.
Accordingly, the higher the degree and/or the rate of incorporation, the higher the dosage of the anti-diabetic treatment to be administered. The precise correlation between the two parameters can be determined by the skilled person without further ado when provided with the teaching of the present invention.
Having regard to the diagnosis of diabetes or a predisposition to develop diabetes, said predisposition including prediabetes, the following applies. In the healthy individual, no or very small amounts of labeled glucose are formed upon administration of compositions in accordance with the present invention. This is because gluconeogenesis is not or hardly active in such healthy individual. As a consequence, already the mere presence of labeled glucose or another labeled metabolite as disclosed herein is indicative of a disorder of glucose metabolism. An elevated amount of glucose formed in the individual, especially a statistically significantly elevated amount of glucose or of a metabolite as disclosed below is (i) indicative of the disorder, and (ii) a measure of the severity of the disease.
In a preferred embodiment of the substrate for use, administration of said substrate and, where applicable of glucose, a source of glucose and/or an inhibitor of gluconeogenesis is to be effected non-invasively, and taking of said sample is to be effected non-invasively.
Preferred formulations for non-invasive administration are disclosed herein as are noninvasive means and methods for taking samples.
In a sixth aspect, the present invention provides a method of diagnosing in a subject diabetes or metabolic syndrome or a predisposition to develop diabetes or metabolic syndrome, said method comprising: (a) administering to said subject an inorganic substrate that carries a label and can be fed into the tricarboxylic acid cycle and/or the gluconeogenesis pathway selected from (i) heavy water; and (ii) a mono-carbon substrate; and optionally glucose, a source of glucose and/or an inhibitor of gluconeogenesis; (b) taking a sample from said subject; (c) determining presence of and/or amount of said label in glucose or a metabolite comprised in said sample, said metabolite being a gluconeogenetic metabolite downstream of pyruvate such as glucose-6-phosphate, fructose-6-phosphate, ribose-5-phosphate and sedoheptulose- 7-phosphate, wherein presence of and/or a statistically significantly elevated amount of said label in said glucose or said metabolites as compared to a healthy reference or prior to administering in accordance to step (a) is indicative of diabetes or metabolic syndrome or said predisposition. Preferred or typical values of a significantly elevated amount of said label are disclosed further below.
The present invention also provides a method of monitoring treatment with an anti-diabetic agent, said method comprising: (a) administering to a subject receiving said treatment an inorganic substrate that carries a label and can be fed into the tricarboxylic acid cycle and/or the gluconeogenesis pathway selected from (i) heavy water; and (ii) a mono-carbon substrate; and optionally glucose, a source of glucose and/or an inhibitor of gluconeogenesis; (b) taking a sample from said subject; (c) determining presence of and/or amount of said label in glucose or a metabolite comprised in said sample, said metabolite being a gluconeogenetic metabolite downstream of pyruvate such as glucose-6-phosphate, fructose-6-phosphate, ribose-5- phosphate and sedoheptulose-7-phosphate, wherein presence of and/or a statistically significantly elevated amount of said label in said glucose or said metabolites as compared to a healthy reference, compared to a subject suffering from diabetes and receiving optimal treatment, or prior to administering in accordance to step (a) is indicative of insufficient treatment. Preferred or typical values of a significantly elevated amount of said label characteristic of insufficient treatment are comparable to those typical of the diseased state.
The present invention also provides a method for dosage adjustment of treatment with an antidiabetic agent, said method comprising said method of monitoring treatment, wherein in case of a finding of insufficient treatment the dosage of the anti-diabetic agent is increased.
Related to the sixth aspect, the present invention provides an in vitro method of diagnosing diabetes or metabolic syndrome or a predisposition to develop diabetes or metabolic syndrome in a subject to which an inorganic substrate that carries a label and can be fed into the tricarboxylic acid cycle and/or the gluconeogenesis pathway selected from (i) heavy water; and (ii) a mono-carbon substrate; and optionally glucose, a source of glucose and/or an inhibitor of gluconeogenesis have been administered; said method comprising determining presence of and/or amount of said label in glucose or a metabolite comprised in a sample taken from said subject, said metabolite being a gluconeogenetic metabolite downstream of pyruvate such as glucose-6-phosphate, fructose-6-phosphate, ribose-5-phosphate and sedoheptulose-7-phosphate, wherein presence of and/or a statistically significantly elevated amount of said label in said glucose or said metabolites as compared to a healthy reference or prior to said substrate having been administered is indicative of diabetes or metabolic syndrome or said predisposition.
The present invention also provides an in vitro method of monitoring treatment with an antidiabetic agent of a subject to which an inorganic substrate that carries a label and can be fed into the tricarboxylic acid cycle and/or the gluconeogenesis pathway selected from (i) heavy water; and (ii) a mono-carbon substrate; and optionally glucose, a source of glucose and/or an inhibitor of gluconeogenesis have been administered; said method comprising determining presence of and/or amount of said label in glucose or a metabolite comprised in a sample taken from said subject, said metabolite being a gluconeogenetic metabolite downstream of pyruvate such as glucose-6-phosphate, fructose-6-phosphate, ribose-5-phosphate and sedoheptulose-7-phosphate, wherein presence and/or a statistically significantly elevated amount of said label in said glucose or said metabolites as compared to a healthy reference, compared to a subject suffering from diabetes and receiving optimal treatment, or prior to said substrate having been administered is indicative of insufficient treatment.
In a preferred embodiment of said in vitro method of monitoring treatments, said method further comprises the step of providing the information that the dosage of said treatment is to be increased.
Also related thereto, the invention provides a method of diagnosing diabetes, a predisposition to develop diabetes or metabolic syndrome and/or for dosage adjustment of diabetes treatment, said method comprising: (a) administering a mono-carbon substrate that carries a label and can be fed into the tricarboxylic acid cycle and/or the gluconeogenesis pathway, or the composition or kit as defined in any one of the preceding claims, and optionally glucose, a source of glucose and/or an inhibitor of gluconeogenesis, to a subject; (b) taking a sample from said subject; (c) determining presence and/or amount of said label in glucose or a metabolite comprised in said sample, said metabolite being a gluconeogenetic metabolite downstream of pyruvate such as glucose-6-phosphate, fructose-6-phosphate, ribose-5- phosphate and sedoheptulose-7-phosphate, wherein presence and/or a statistically significantly elevated amount of glucose or of said metabolites as compared to a healthy reference is indicative of diabetes, said predisposition and/or of the severity of diabetes, the degree of severity providing for said dosage adjustment.
To explain further, depending on the degree of severity, response to an anti-diabetic agent will differ from patient to patient. Hence, the optimal dose of the anti-diabetic agent may vary from patient to patient caused by different rates of gluconeogenesis. The optimal dosage may be established as follows, possibly in several steps beginning with low anti-diabetic agent doses. In those patients, where upon administration of these low doses, the label is still incorporated in unacceptably high amounts into glucose or a metabolite as defined herein above, the dosage will be deemed as too low and the dosage needs to be increased until the amount of label in glucose is reduced to an acceptably small amount or the label in glucose completely disappears, indicating the complete inhibition of gluconeogenesis. In such a case, it is the incorporated label (which in turn reflects severity of the disease or insufficient dosage) which provides for dosage adjustment in the sense that it provides guidance for increasing dosage of the anti-diabetic agent.
In a preferred embodiment, the line between unacceptably high amount or statistically significantly elevated amount of label and acceptably small amount or not statistically significantly elevated amount of label may be drawn as follows: (Unacceptably) high refers to a δ130 value of glucose that is at least about 5 %o higher, at least about 10 %o higher, at least about 20 %o higher, at least about 50 %o higher, at least about 100 %o higher, at least about 200 %o higher, at least about 300 %o higher, or at least about 500 %0 higher than the 513C value of unlabeled endogenous glucose that naturally ranges from ~-27 %o to ~-10 %o, according to whether the diet is primarily based on plants with C3 and C4 photosynthesis, respectively. The parameter 613C is defined in Example 4. To explain further, for example in Europe diet is largely based on wheat, typical 5 3C values are in the range from ~-27 %o to ~-15 %o. On the other hand, for example in the United States, where diet is generally based on maze, typical δ130 values are in the range from ~-20 %o to ~-10 %o. The 513C value of the unlabeled endogenous glucose (reference state) can be retrieved through sampling the saliva and analyzing glucose before administration of the label or can be estimated after administration of the label from the 5 3C value of other metabolites (from saliva), preferably carbohydrates, that are not subject to gluconeogenesis and thus intrinsically do not carry a label after label administration and active gluconeogenesis. Such metabolites could be acetate, propionic acid, urea, fructose, galactose, fucose or mannose. These metabolites are not or substantially not effected by label incorporation and are accordingly distinct from the above disclosed gluconeogenetic metabolites. In other words, the sample(s) defining the reference state do not even have to be taken prior to administration of the labelled substrate.
(Acceptably) small amount refers to a 513C value of glucose that lies within the range of ~5 %o around the 613C value of unlabeled endogenous glucose.
Notably, the reference value can be determined within the same subject or patient. For that reason, whenever reference is made to reference state in this disclosure, instead of a healthy individual or a subject suffering from diabetes and receiving optimal treatment, a sample from the subject under investigation (possibly suffering from disease and/or possibly receiving suboptimal treatment) may be taken prior to administering the labelled inorganic substrate and optionally glucose, a source of glucose and/or any inhibitor of gluconeogenesis to said substrate.
Related to the above, the present invention also permits to monitor the treatment of diabetes. Optimal treatment is characterized by absence of gluconeogenesis or a minimal level thereof upon administration of the compositions of the present invention. The present invention allows to determine when the optimal dosage has been established. Similarly, non-optimal dosages in the course of diabetes therapy can be monitored and detected by the methods of the invention and suggestions for improvement can be made.
Preferred embodiments of the preceding aspects also define mutatis mutandis preferred embodiments of the sixth aspect. Accordingly, HC03 ~ is a particularly preferred mono-carbon substrate. 13C is a particularly preferred label. A particularly preferred compound for the purpose of inhibiting gluconeogenesis, to the extent such compound is to be used in the course of the method in accordance with the invention, is glucose.
The label contained in the mono-carbon substrate can not only be retrieved in glucose, but also in further metabolites. Further metabolites are preferably metabolites of the gluconeogenetic pathway or the pentose phosphate pathway. Exemplary or preferred metabolites are mentioned above.
In preferred embodiments of the method according to the sixth aspect, (a) said administering is non-invasive, preferably oral; (b) said taking a sample is non-invasive, preferably by means of a swab and/or taking saliva; (c) a given time, preferably selected from at least 5 min, at least 10 min, at least 15 min, at least 30 min, at least 1 h, at least 2 h, at least 3 h, at least 4h, at least 6h or at least 8h, is allowed to elapse between steps (a) and (b); (d) step (b) is effected at more than one time after step (a), preferably in regular time intervals of, for example, 5 min, 10 min, 15 min or 30 min; and/or (d) said determining is by means of mass spectrometry, preferably by isotope ratio mass spectrometry.
Preferred formulations for non-invasive administration (lemonade, spray etc.) are disclosed herein above.
Particularly preferred is the combination of preferred embodiments (a) and (b), thereby providing for completely non-invasive diagnosis, treatment monitoring and dosage adjustment.
Figure 1 contains a scheme illustrating a particularly preferred implementation of the invention.
Advantageously, the present invention allows for a diagnostic test which in its entirety is noninvasive.
Alternative analytical methods for isotope detection and quantification are known in the art and disclosed in the introductory part of this specification. Preferred is mass spectrometry (MS). Particularly preferred is isotopic ratio mass spectrometry (IRMS). The latter permits particularly sensitive detection, for example of labeled glucose and/or the abovementioned metabolites.
The swab is preferably for the purpose of collecting a sample of saliva. Detection of glucose in saliva is well-established (see, for example, Abikshyeet et al. (2012), Diabetes Metab Syndr Obes., 5, 149-154; Gupta et al. (2015), Journal of Clinical and Diagnostic Research, 9, ZC106-ZC109; Mascarenhas et al. (2014), PLOS ONE, 9, e101706; Patel et al. (2015), Journal of International Oral Health, 7, 70-76; and Satish et al. (2014) Journal of International Oral Health, 6, 114-117).
Related to the fourth, fifth and sixth aspect, the present invention provides, in a seventh aspect, the use of an inorganic substrate that carries a label and can be fed into the tricarboxylic acid cycle and/or the gluconeogenesis pathway selected from (i) heavy water; and (ii) a mono-carbon substrate; and optionally glucose, a source of glucose and/or an inhibitor of gluconeogenesis, for (a) diagnosing diabetes or metabolic syndrome or a predisposition to develop diabetes or metabolic syndrome; (b) monitoring diabetes treatment; and/or (c) dosage adjustment of diabetes treatment.
Related thereto, the invention provides the use of a mono-carbon substrate that carries a label and can be fed into the tricarboxylic acid cycle and/or the gluconeogenesis pathway, and optionally glucose and/or a source of glucose, for diagnosing diabetes, a predisposition to develop diabetes or metabolic syndrome and/or for dosage adjustment of diabetes treatment.
In a preferred embodiment of the use of the invention, said substrate and, where applicable, glucose, a source of glucose and/or an inhibitor of gluconeogenesis are administered noninvasive^, and wherein any sample to be taken from a subject for any of purposes (a), (b) or (c) is taken non-invasively.
In a preferred embodiment of the seventh and related aspects, said diagnosing is not practised on the human or animal body.
As regards the embodiments characterized in this specification, in particular in the claims, it is intended that each embodiment mentioned in a dependent claim is combined with each embodiment of each claim (independent or dependent) said dependent claim depends from. For example, in case of an independent claim 1 reciting 3 alternatives A, B and C, a dependent claim 2 reciting 3 alternatives D, E and F and a claim 3 depending from claims 1 and 2 and reciting 3 alternatives G, H and I, it is to be understood that the specification unambiguously discloses embodiments corresponding to combinations A, D, G; A, D, H; A, D, I; A, E, G; A, E, H; A, E, I; A, F, G; A, F, H; A, F, I; B, D, G; B, D, H; B, D, I; B, E, G; B, E, H; B, E, I; B, F, G; B, F, H; B, F, I; C, D, G; C, D, H; C, D, I; C, E, G; C, E, H; C, E, I; C, F, G; C, F, H; C, F, I, unless specifically mentioned otherwise.
Similarly, and also in those cases where independent and/or dependent claims do not recite alternatives, it is understood that if dependent claims refer back to a plurality of preceding claims, any combination of subject-matter covered thereby is considered to be explicitly disclosed. For example, in case of an independent claim 1 , a dependent claim 2 referring back to claim 1 , and a dependent claim 3 referring back to both claims 2 and 1 , it follows that the combination of the subject-matter of claims 3 and 1 is clearly and unambiguously disclosed as is the combination of the subject-matter of claims 3, 2 and 1. In case a further dependent claim 4 is present which refers to any one of claims 1 to 3, it follows that the combination of the subject-matter of claims 4 and 1 , of claims 4, 2 and 1 , of claims 4, 3 and 1 , as well as of claims 4, 3, 2 and 1 is clearly and unambiguously disclosed.
The figures show:
Figure 1 : HPLC chromatogram of an unlabeled Glucose-6-Phosphate (G6P) solution. The dotted line represents the unlabeled G6P and the solid line represents the labeled G6P. The fraction of labeling represents natural abundance.
Figure 2: HPLC chromatogram of a Bacillus subtilis extract. The dotted line represents the unlabeled Glucose-6-Phosphate (G6P) and the solid line represents the labeled G6P. The Bacillus extract shown here was sampled before H13C03 " administration. The fraction of labeling hence represents natural abundance.
Figure 3: Scheme illustrating a preferred implementation of the use of the invention.
Figure 4: Experimental setup for oral administration of H13C03 " followed by mass spectrometry as a Non-Invasive Diabetes Test - Proof of principle in mammals.
Figure 5: Isotopic ratio mass spectrometry distinguishes active from inactive gluconeogenesis following the herein proposed non-invasive diagnostic approach. Figure 6: Incorporation of 2H from 2H20 into glucose during gluconeogenesis from pyruvate. PEP, phosphoenolpyruvate; G-3-P, glyceraldehydes-3-phophate; DHAP, dihydroxyacetone phosphate; F-1 ,6-bisP, fructose-1 ,6-biphosphate. (Taken from Coggan, A. R. (1999) Use of stable isotopes to study carbohydrate and fat metabolism at the whole-body level. Proceedings of the Nutrition Society, 58, 953-961 )
The examples illustrate the invention: Example 1
Materials and methods
Cultivation, labeling, sampling, quenching and extraction
The wild type Bacillus subtilis 168 strain (DSM No.: 23778) purchased from DSMZ (Leibniz Institute DSMZ-German Collection of Microorganisms and Cell Cultures, Braunschweig) was used for the experiments. Cryocultures were stored at -80°C in liquid CASO medium containing 50% (v/v) glycerol. Precultivation was performed overnight (12 h, 150 rpm, 30 °C) in culture tubes (10 mL) containing 5 mL precultivation medium inoculated with 1 mL cryoculture. The preculture solution was used to inoculate Erlenmeyer flasks (250 mL). Cultivation media contained per liter 0.3 g lactate, 8.5 g Na2HP04 * 2H20, 3 g KH2P04, 1 g NH4CI, 0.5 g NaCI, 1 mL 0.1 M CaCI2, 1 mL 1 M MgS04, 1 mL 50 mM FeCI3, 170 mg ZnCI2, 100 mg MnCI2 * 4H20, 60.0 mg CoCI2 * 6H20, 60.0 mg Na2Mo04 * 2H20 and 43.0 mg CuCI2 * 2H20. Cultivation was performed at 30°C. When the medium became visually turbid, indicating bacterial growth, 20 mg of the isotopic tracer H13C03 " (isotopic purity 99%, Sigma Aldrich) was added to the culture and time-resolved sampling was initiated. Samples were taken right before tracer administration (i.e. time at 0 min) and at 5, 10, 15 and 60 min after tracer administration, respectively. To this end, 5 mL of cell suspension were rapidly vacuum- filtrated. The filter was immediately put into a Falcon tube filled with 15 mL aqueous ethanol solution (-20 °C, 60%, v/v) to stop cell metabolism quickly. Directly after quenching, the Falcon tubes were sonicated for 15 min on ice to destruct cell membranes. To separate the metabolites from the cell debris, the Falcon tubes were centrifuged for 15 min at 10,000*g and 4 °C and the supernatant containing the metabolites in aqueous ethanol solution was collected. Samples were lyophilized and resuspended in 2 mL MilliQ water. The aqueous metabolite solution was transferred into 2 mL glass vials for LC-MS/MS analysis. LC-MS/MS measurements
The experiment was carried out on an Agilent HP 1200 HPLC system coupled with a Q-Trap MS/MS system (Applied Biosystems, Toronto, Canada), lonisation was accomplished by electrospray ionization in the negative ion mode. Mass spectrometry was carried out in the multiple reaction monitoring mode. To determine the MS/MS fragment pattern for Glucose-6- Phosphate (hence G6P), a single analyte standard containing G6P (purity 98%, Sigma- Aldrich) was dissolved in a mixture of water and methanol 50:50 (v/v) at a concentration of 1 mg/L. The standard was infused at a flow rate of 200 L/min for tuning the compound dependent MS parameters. The infusion experiment was performed using a syringe pump directly connected to the interface. Optimal detection was provided by scanning for the mass pair 258.9/96.9, where the first mass represents the intact G6P molecule and the second represents its P04H2 " group. Since the intended isotopic labeling should introduce a mass shift in the mother ion of G6P but not in the phosphate group, further MS analysis was extended to the mass pair 259.9/96.9. Declustering potential, collision energy, collision cell exit potential and entrance potential were optimized to -21 , -24, 0 and -6 V. To finely tune the source dependent parameters 50 μΙ_ standard mixture solution was injected by the autosampler into the mobile phase flow (50% A:50% B; A: 10 mM tributylamine adjusted to pH 4.9 with 15 mM acetic acid; B: methanol) at a flow rate of 200 pLJmin. The optimized values for the parameters ion-spray voltage, nebulizer gas, auxiliary gas, curtain gas, collision gas and auxiliary gas temperature were -4500, 50, 50, 25, 8 and 550 °C, respectively. The curtain, collision, turbo and nebulizer gas was nitrogen generated from pressurized air in a nitrogen generator. To obtain adequate selectivity and sensitivity, the mass spectrometer was set to unit resolution and the dwell time for each mass pair was 150 ms. The chromatographic separation was achieved on a Synergi Hydro-RP (C18) 150 mmx2.1 mm I.D., 4 pm 80 °A particles column (Phenomenex, Aschaffenburg, Germany) at room temperature (20°C) with eluent A (10 mM tributylamine aqueous solution adjusted pH to 4.9 with 15 mM acetic acid) and eluent B (methanol). The gradient profile is displayed in Table 3. Before each run, the column was equilibrated for 15 min. The injected volume was 50 μΙ_. Mobile phase at a flow rate of 200 pL/min was directly introduced into the mass spectrometer via the Turbo ion-spray source. The experimental method thus followed the standard procedure of detecting G6P on a LC-MS/MS system (Luo et al. (2007), Journal of Chromatography A, 147, 153-164). Table 3: Gradient profile of the LC-MS/MS method
Total time Eluent A Eluent B
Step (min) (vol.%) (vol.%)
1 1 5 100 0
2 25 80 20
3 55 80 20
4 60 65 35
5 65 65 35
6 70 40 60
7 75 40 60
8 75.1 10 90
9 80 10 90
1 0 81 1 00 0
1 1 1 00 1 00 0
Data analysis
Data were acquired and chromatographic peak areas were integrated via Analyst software (version 1 .4.2, AB/MDS Sciex, Concord, Canada). In the following, G6Puniabeied represents the peak area of unlabeled G6P, as quantified by scanning for the mass pair 258.9/96.9 and G6Piabeied represents the peak area of labeled G6P, as quantified by the mass pair 269.9/96.9.
The formula
^labeled = (G6P|abeled/G6Punlabeled) β 1 00 (Eqn 1 ) gives the fraction of labeled G6P in the sample. To account for the non-linear reaction progress during the time course of fG6Plabeled after administration of H13C03 ", the first order kinetic model fG6Plabeled = ^labeled; final + (f(36Pnatural abundance " fG6Plabeled; final)*3 ' ' (Ε< Π 2) was fitted to the data, where the parameter fG6Pnatural abundance represents the fraction of labeled G6P before label administration, i.e. at natural abundance, and fG6Plabeled. final represents the fraction of labeled G6P after complete turnover. The parameter r is the reaction rate constant and f is the time. The turnover time is denoted as half-life (λ) and calculated as λ= ln(2)/r (Eqn3)
Example 2
Results
The chromatography peaks of G6P in the standard solution appeared after 18 min (Fig. 1). The fG6P labeled was 1%, indicating 3C labeling at natural abundance.
In all Bacillus subtilis extracts, the peaks of G6P appeared likewise after 18 min. However, a second peak, representing the G6P isomer Fructose-6-Phosphate appeared two minutes later.
The fG6P labeled in the Bacillus subtilis extracts was 1 % before label administration. It was thus equal to the G6P standard solution and equal to natural abundance of 3C. During the time course, the fG6P labeled increased exponentially to a maximum value of 10% after 60 min of label administration (Fig. 2). This reaction progress was represented by the model labeled = 10.1 + (1 - 10.1 )β-0049·1 (Eqn 4) and the resulting half-life was 14 min. Example 3
Oral administration of H13COg" followed by mass spectrometry as a Non-Invasive Diabetes Test - Proof of principle in mammals
After the successful proof of principle in the model organism Bacillus subtilis, the next step is to conduct experiments with model organisms that are closer to humans, in particular with mice. To this end, healthy and diabetic mice (e.g. KK mice) are treated by oral administration of (un)labeled bicarbonate and unlabeled glucose. Following non-invasive saliva sampling 10, 20, 30 and 60 minutes after administration, respectively, the 13C label should only appear in the glucose of diabetic mice treated with labeled bicarbonate and unlabeled glucose (here Group 4) after mass spectrometric analysis, because of their up-regulated gluconeogenesis.
An exemplary experimental setup is depicted in Figure 4.
Example 4
Sensitivity of H CCV administration
To proof the feasibility of a non-invasive method for the detection of gluconeogenesis, the following experiments were conducted in humans. In the first experiment, gluconeogenesis was activated through a starvation period of 32 h. In the second experiment, gluconeogenesis was inactivated through a carbohydrate rich diet. Both experiments were followed by the oral administration of 2 g of the stable isotope tracer H13C03 ". Saliva samples were taken every 15 min for 130 min and processed as follows: An aliquot of 1 mL saliva was spit into a beaker. A aliquot of 1 mL methanol was added. The sample was centrifuged (15 min, 1400 rpm, 4°C), filtrated (0.22 pm), freeze-dried and resolved in 50 μΐ_ mQ water. An aliquot of 10pL was used for liquid chromatography hyphenated to an isotopic ratio mass spectrometer (IRMS). The isotopic enrichment of glucose in 13C was quantified as δ130 against an internal reference C02 standard. 513C is an isotopic signature, a measure of the ratio of stable isotopes 13C : 12C, reported in parts per thousand (per mil, %o). The definition is, in per mil:
Figure imgf000029_0001
X standard where the standard is an established reference material.
In the experiment where gluconeogenesis was activated, the 13C of glucose was still within normal limits directly after the oral administration of the tracer, but reached a peak enrichment of more than 100%o after 10min, followed by an exponential decrease of the enrichment in glucose (Fig. 5). In sharp contrast, the 513C of glucose in the experiment where gluconeogenesis was inactivated remained within the normal range of ~-24%o for the whole sampling period. The IRMS thus enabled to distinguish active from inactive gluconeogenesis.

Claims

Claims
A composition comprising or consisting of:
(a) one or more inorganic substrates that carry a label and can be fed into the tricarboxylic acid cycle and/or the gluconeogenesis pathway selected from
(i) heavy water; and
(ii) a mono-carbon substrate; and
(b) glucose, a source of glucose, and/or an inhibitor of gluconeogenesis.
A diagnostic composition comprising or consisting of:
(a) one or more inorganic substrates that carry a label and can be fed into the tricarboxylic acid cycle and/or the gluconeogenesis pathway selected from
(i) heavy water; and
(ii) a mono-carbon substrate; and optionally
(b) glucose, a source of glucose, and/or an inhibitor of gluconeogenesis.
A kit comprising
(a) one or more inorganic substrates that carry a label and can be fed into the tricarboxylic acid cycle and/or the gluconeogenesis pathway selected from
(i) heavy water; and
(ii) a mono-carbon substrate; and
(b) glucose, a source of glucose and/or an inhibitor of gluconeogenesis.
The composition of claim 1 or 2, or the kit of claim 3, wherein
(i) heavy water is selected from 2H20, 02hT, 2H30+, H2HO, H H20+ and H2 2HO+; and/or
(ii) the mono-carbon substrate is a substrate of pyruvate carboxylase and/or selected from HC03 ~ C03 2~ C02 and H2C03.
The composition or the kit of any one of the preceding claims, wherein said label
(i) deviates from the naturally occurring distribution of isotopes; and/or
(ii) is a stable isotope label such as 13C or a radioactive label such as 1 C and 11C.
The composition or kit of any one of the preceding claims, wherein
said source of glucose is selected from
(a) disaccharides, oligosaccharides and polysaccharides which comprise glucose; and
(b) glucose phosphates;
or
said inhibitor of gluconeogenesis is a metabolite, a hormone or a drug.
The composition or kit of any one of the preceding claims, further comprising more of the following:
(c) water;
(d) salts;
(e) colorants;
(f) flavorings;
(g) preservatives;
(h) fruit juice and/or fruit extracts;
(i) whey and/or milk; and
(j) propellants.
8. The composition of any one of the preceding claims which is a mineral water, a lemonade, or a composition confectioned for inhalation.
9. The composition or kit of any one of the preceding claims which is for
(a) diagnosing diabetes, preferably type 2 diabetes, a predisposition to develop diabetes or metabolic syndrome; and/or
(b) dosage adjustment of diabetes treatment.
10. The composition or kit of claim 9(b), wherein said treatment is metformin.
11. An inorganic substrate that carries a label and can be fed into the tricarboxylic acid cycle and/or the gluconeogenesis pathway selected from
(i) heavy water; and
(ii) a mono-carbon substrate;
and optionally glucose, a source of glucose and/or an inhibitor of gluconeogenesis; for use in an in vivo method of diagnosing diabetes or metabolic syndrome or a predisposition to develop diabetes or metabolic syndrome.
12. An inorganic substrate that carries a label and can be fed into the tricarboxylic acid cycle and/or the gluconeogenesis pathway selected from (i) heavy water; and
(ii) a mono-carbon substrate;
and optionally glucose, a source of glucose and/or an inhibitor of gluconeogenesis; for use in a method of treating diabetes in a patient, wherein
(a) said method comprises treating said patient with an anti-diabetic agent such as insulin or metformin; and
(b) the amount of label determined in glucose or a metabolite in a sample taken from said patient, said metabolite being a gluconeogenetic metabolite downstream of pyruvate such as glucose-6-phosphate, fructose-6-phosphate, ribose-5-phosphate and sedoheptulose-7-phosphate, is used for adjusting the dosage of said anti-diabetic agent.
13. The substrate for use of claim 11 or 12, wherein administration of said substrate and, where applicable of glucose, a source of glucose and/or an inhibitor of gluconeogenesis is to be effected non-invasively, and/or wherein taking of said sample is to be effected non-invasively.
14. A method of diagnosing in a subject diabetes or metabolic syndrome or a predisposition to develop diabetes or metabolic syndrome, said method comprising:
(a) administering to said subject an inorganic substrate that carries a label and can be fed into the tricarboxylic acid cycle and/or the gluconeogenesis pathway selected from
(i) heavy water; and
(ii) a mono-carbon substrate;
and optionally glucose, a source of glucose and/or an inhibitor of gluconeogenesis;
(b) taking a sample from said subject;
(c) determining presence of and/or amount of said label in glucose or a metabolite comprised in said sample, said metabolite being a gluconeogenetic metabolite downstream of pyruvate such as glucose-6-phosphate, fructose-6-phosphate, ribose-5-phosphate and sedoheptulose-7-phosphate,
wherein presence of and/or a statistically significantly elevated amount of said label in said glucose or said metabolite as compared to a healthy reference or prior to administering in accordance to step (a) is indicative of diabetes or metabolic syndrome or said predisposition.
15. A method of monitoring treatment with an anti-diabetic agent, said method comprising:
(a) administering to a subject receiving said treatment an inorganic substrate that carries a label and can be fed into the tricarboxylic acid cycle and/or the gluconeogenesis pathway selected from
(i) heavy water; and
(ii) a mono-carbon substrate;
and optionally glucose, a source of glucose and/or an inhibitor of gluconeogenesis;
(b) taking a sample from said subject;
(c) determining presence of and/or amount of said label in glucose or a metabolite comprised in said sample, said metabolite being a gluconeogenetic metabolite downstream of pyruvate such as glucose-6-phosphate, fructose-6-phosphate, ribose-5-phosphate and sedoheptulose-7-phosphate,
wherein presence of and/or a statistically significantly elevated amount of said label in said glucose or said metabolites as compared to a healthy reference, compared to a subject suffering from diabetes and receiving optimal treatment, or prior to administering in accordance to step (a) is indicative of insufficient treatment.
16. A method for dosage adjustment of treatment with an anti-diabetic agent, said method comprising the method of claim 15, wherein in case of a finding of insufficient treatment the dosage of the anti-diabetic agent is increased.
17. An in vitro method of diagnosing diabetes or metabolic syndrome or a predisposition to develop diabetes or metabolic syndrome in a subject to which
an inorganic substrate that carries a label and can be fed into the tricarboxylic acid cycle and/or the gluconeogenesis pathway selected from
(i) heavy water; and
(ii) a mono-carbon substrate;
and optionally glucose, a source of glucose and/or an inhibitor of gluconeogenesis have been administered;
said method comprising determining presence of and/or amount of said label in glucose or a metabolite comprised in a sample taken from said subject, said metabolite being a gluconeogenetic metabolite downstream of pyruvate such as glucose-6-phosphate, fructose-6-phosphate, ribose-5-phosphate and sedoheptulose- 7-phosphate, wherein presence of and/or a statistically significantly elevated amount of said label in said glucose or said metabolite as compared to a healthy reference or prior to said substrate having been administered is indicative of diabetes or metabolic syndrome or said predisposition.
18. An in vitro method of monitoring treatment with an anti-diabetic agent of a subject to which
an inorganic substrate that carries a label and can be fed into the tricarboxylic acid cycle and/or the gluconeogenesis pathway selected from
(i) heavy water; and
(ii) a mono-carbon substrate;
and optionally glucose, a source of glucose and/or an inhibitor of gluconeogenesis have been administered;
said method comprising determining presence of and/or amount of said label in glucose or a metabolite comprised in a sample taken from said subject, said metabolite being a gluconeogenetic metabolite downstream of pyruvate such as glucose-6-phosphate, fructose-6-phosphate, ribose-5-phosphate and sedoheptulose- 7-phosphate,
wherein presence and/or a statistically significantly elevated amount of said label in said glucose or said metabolites as compared to a healthy reference, compared to a subject suffering from diabetes and receiving optimal treatment, or prior to said substrate having been administered is indicative of insufficient treatment.
19. The method of claim 18, further comprising the step of providing the information that the dosage of said treatment is to be increased.
20. The method of any one of claims 14 to 19, wherein
(a) said administering is non-invasive, preferably oral;
(b) said taking a sample is non-invasive, preferably by means of a swab and/or taking saliva;
(c) a given time, preferably selected from at least 5 min, at least 10 min, at least 15 min, at least 30 min, at least 1 h, at least 2 h, at least 3 h, at least 4 h, at least 6 h or at least 8 h is allowed to elapse between steps (a) and (b);
(d) step (b) is effected at more than one time after step (a), preferably in regular time intervals of, for example, 5 min, 10 min, 15 min or 30 min; and/or (e) said determining is by means of mass spectrometry, preferably by isotope ratio mass spectrometry.
21. Use of an inorganic substrate that carries a label and can be fed into the tricarboxylic acid cycle and/or the gluconeogenesis pathway selected from
(i) heavy water; and
(ii) a mono-carbon substrate;
and optionally glucose, a source of glucose and/or an inhibitor of gluconeogenesis, for
(a) diagnosing diabetes or metabolic syndrome or a predisposition to develop diabetes or metabolic syndrome;
(b) monitoring diabetes treatment; and/or
(c) dosage adjustment of diabetes treatment.
22. The use of claim 21 , wherein said substrate and, where applicable, glucose, a source of glucose and/or an inhibitor of gluconeogenesis are administered non-invasively, and wherein any sample to be taken from a subject for any of purposes (a), (b) or (c) is taken non-invasively.
23. The use of claim 21 or 22, wherein said diagnosing is not practised on the human or animal body.
PCT/EP2016/076867 2015-11-06 2016-11-07 Diagnosis of diabetes WO2017077120A1 (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
EP15193526.9 2015-11-06
EP15193526 2015-11-06

Publications (1)

Publication Number Publication Date
WO2017077120A1 true WO2017077120A1 (en) 2017-05-11

Family

ID=54557238

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/EP2016/076867 WO2017077120A1 (en) 2015-11-06 2016-11-07 Diagnosis of diabetes

Country Status (1)

Country Link
WO (1) WO2017077120A1 (en)

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20030148533A1 (en) * 2001-05-01 2003-08-07 Malloy Craig R. Measurement of gluconeogenesis and intermediary metabolism using stable isotopes
US20140356477A1 (en) * 2012-10-25 2014-12-04 Run Them Sweet, LLC Formulations and methods to provide nutrition to human and other patients
US20160066609A1 (en) * 2012-10-25 2016-03-10 Run Them Sweet, LLC Blood lactate range targets and nutritional formulations and protocols to support patients

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20030148533A1 (en) * 2001-05-01 2003-08-07 Malloy Craig R. Measurement of gluconeogenesis and intermediary metabolism using stable isotopes
US20140356477A1 (en) * 2012-10-25 2014-12-04 Run Them Sweet, LLC Formulations and methods to provide nutrition to human and other patients
US20160066609A1 (en) * 2012-10-25 2016-03-10 Run Them Sweet, LLC Blood lactate range targets and nutritional formulations and protocols to support patients

Non-Patent Citations (52)

* Cited by examiner, † Cited by third party
Title
A. RAJPAL ET AL: "Effects of transaldolase exchange on estimates of gluconeogenesis in type 2 diabetes", AMERICAN JOURNAL OF PHYSIOLOGY: ENDOCRINOLOGY AND METABOLISM., vol. 305, no. 4, 4 June 2013 (2013-06-04), US, pages E465 - E474, XP055323424, ISSN: 0193-1849, DOI: 10.1152/ajpendo.00245.2013 *
ABIKSHYEET ET AL., DIABETES METAB SYNDR OBES., vol. 5, 2012, pages 149 - 154
ALEMAN, PHD THESIS AT THE MASSACHUSETTS INSTITUTE OF TECHNOLOGY, 2008
BAGBY, J AM SOC NEPHROL, vol. 15, 2004, pages 2775 - 2791
BASU ET AL., DIABETES, vol. 54, 2005, pages 1942 - 1948
BORTZ ET AL., THE JOURNAL OF CLINICAL INVESTIGATION, vol. 51, 1972, pages 1537 - 46
BUESCHER ET AL., SCIENCE, vol. 335, 2012, pages 1099
CHEN ET AL., PROTEIN & CELL, vol. 3, 2012, pages 648 - 660
CHUBUKOV ET AL., MOLECULAR SYSTEMS BIOLOGY, vol. 9, 2013, pages 709
CHUNG STEPHANIE T ET AL: "Increased gluconeogenesis in youth with newly diagnosed type 2 diabetes", DIABETOLOGIA, SPRINGER, BERLIN, DE, vol. 58, no. 3, 3 December 2014 (2014-12-03), pages 596 - 603, XP035443281, ISSN: 0012-186X, [retrieved on 20141203], DOI: 10.1007/S00125-014-3455-X *
D F HEATH ET AL: "[ 14 C]bicarbonate fixation into glucose and other metabolites in the liver of the starved rat under halothane anaesthesia. Metabolic channelling of mitochondrial oxaloacetate", BIOCHEMICAL JOURNAL, vol. 227, no. 3, 1 May 1985 (1985-05-01), GB, pages 851 - 865, XP055267245, ISSN: 0264-6021, DOI: 10.1042/bj2270851 *
DAUNER ET AL., JOURNAL OF BACTERIOLOGY, vol. 183, 2001, pages 7308 - 7317
F DIRAISON ET AL: "Non-invasive tracing of liver intermediary metabolism in normal subjects and in moderately hyperglycaemic NIDDM subjects. Evidence against increased gluconeogenesis and hepatic fatty acid oxidation in NIDDM", DIABETOLOGIA, vol. 41, 1 January 1998 (1998-01-01), pages 212 - 220, XP055323655 *
FISCHER; SAUER, NATURE GENETICS, vol. 37, 2005, pages 636 - 640
FUJIWARA ET AL., METABOLISM, vol. 44, 1995, pages 486 - 490
GASTALDELLI ET AL., DIABETES, vol. 49, 2000, pages 1367 - 1373
GIACCARI ET AL., DIABETOLOGIA, vol. 41, 1998, pages 307 - 314
GODIN ET AL., MASS SPECTROMETRY REVIEWS, vol. 26, 2007, pages 751 - 774
GUPTA ET AL., JOURNAL OF CLINICAL AND DIAGNOSTIC RESEARCH, vol. 9, 2015, pages ZC106 - ZC109
HENRIETTE FRIKKE-SCHMIDT ET AL: "Treatment of Diabetic Rats With Insulin or a Synthetic Insulin Receptor Agonist Peptide Leads to Divergent Metabolic Responses", DIABETES, vol. 64, no. 3, 14 October 2014 (2014-10-14), US, pages 1057 - 1066, XP055323316, ISSN: 0012-1797, DOI: 10.2337/db14-0914 *
JONES J G ET AL: "An integrated (2)H and (13)C NMR study of gluconeogenesis and TCA cycle flux in humans", AMERICAN JOURNAL OF PHYSIOLOGY: ENDOCRINOLOGY AND METABOLISM, AMERICAN PHYSIOLOGICAL SOCIETY, BETHESDA, MD, US, vol. 281, no. 4, 1 October 2001 (2001-10-01), pages E848 - E856, XP002540261, ISSN: 0193-1849 *
JONES JOHN G: "Hepatic glucose and lipid metabolism", DIABETOLOGIA, SPRINGER, BERLIN, DE, vol. 59, no. 6, 5 April 2016 (2016-04-05), pages 1098 - 1103, XP035804552, ISSN: 0012-186X, [retrieved on 20160405], DOI: 10.1007/S00125-016-3940-5 *
JULIA A. HAVILAND ET AL: "Novel diagnostics of metabolic dysfunction detected in breath and plasma by selective isotope-assisted labeling", METABOLISM, vol. 61, no. 8, 1 August 2012 (2012-08-01), pages 1162 - 1170, XP055060930, ISSN: 0026-0495, DOI: 10.1016/j.metabol.2011.12.010 *
KING, BRITISH JOURNAL OF PHARMACOLOGY, vol. 166, 2012, pages 877 - 894
KOHLSTEDT ET AL., ENVIRONMENTAL MICROBIOLOGY, vol. 16, 2014, pages 1898 - 1917
KRUMMEN ET AL., RAPID COMMUN. MASS SPECTROM., vol. 18, 2004, pages 2260 - 2266
LANDAU B R ET AL: "Estimates of Krebs cycle activity and contributions of gluconeogenesis to hepatic glucose production in fasting healthy subjects and IDDM patients", DIABETOLOGIA, SPRINGER, DE, vol. 38, no. 7, 1 July 1995 (1995-07-01), pages 831 - 838, XP008179993, ISSN: 0012-186X, DOI: 10.1007/S001250050360 *
LOWELL; SHULMAN, SCIENCE, vol. 307, 2005, pages 384 - 387
LUO ET AL., JOURNAL OF CHROMATOGRAPHY A, vol. 1147, 2007, pages 153 - 164
M SAADATIAN ET AL: "In vivo measurement of gluconeogenesis in animals and humans with deuterated water: a simplified method", DIABETES & METABOLISM, vol. 26, no. 3, 1 May 2000 (2000-05-01), AMSTERDAM, NL, pages 202 - 209, XP055324661, ISSN: 1262-3636 *
MADSEN-BOUTERSE; KOWLURU, REVIEWS IN ENDOCRINE & METABOLIC DISORDERS, vol. 9, 2008, pages 315 - 327
MAGNUSSON ET AL., THE JOURNAL OF CLINICAL INVESTIGATION, vol. 90, 1992, pages 1323 - 7
MARSCH ET AL., ISOTOPES IN ENVIRONMENTAL AND HEALTH STUDIES, vol. 51, 2015, pages 11 - 23
MASCARENHAS ET AL., PLOS ONE, vol. 9, 2014, pages E101706
MOLLER, NATURE, vol. 414, 2001, pages 821 - 827
NISHANTHE SUNNY ET AL: "Excessive Hepatic Mitochondrial TCA Cycle and Gluconeogenesis in Humans with Nonalcoholic Fatty Liver Disease", CELL METABOLISM, CELL PRESS, UNITED STATES, vol. 14, no. 6, 11 November 2011 (2011-11-11), pages 804 - 810, XP028338747, ISSN: 1550-4131, [retrieved on 20111116], DOI: 10.1016/J.CMET.2011.11.004 *
PATEL ET AL., JOURNAL OF INTERNATIONAL ORAL HEALTH, vol. 7, 2015, pages 70 - 76
PATTI; CORVERA, ENDOCRINE REVIEWS, vol. 31, 2010, pages 364 - 395
PERDIGOTO RUI ET AL: "Integration of [U-13C]glucose and 2H2O for quantification of hepatic glucose production and gluconeogenesis", NMR IN BIOMEDICINE, WILEY, LONDON, GB, vol. 16, no. 4, 1 June 2003 (2003-06-01), pages 189 - 198, XP002540262, ISSN: 0952-3480, DOI: 10.1002/NBM.826 *
ROBERT ROGNSTAD: "14CO2 fixation by phosphoenolpyruvate carboxykinase during gluconeogenesis in the intact rat liver cell.", JOURNAL OF BIOLOGICAL CHEMISTRY, vol. 257, no. 19, 10 October 1982 (1982-10-10), US, pages 11486 - 11488, XP055267258, ISSN: 0021-9258 *
S. CHEN ET AL: "Measurement of pancreatic islet cell proliferation by heavy water labeling", AMERICAN JOURNAL OF PHYSIOLOGY: ENDOCRINOLOGY AND METABOLISM., vol. 293, no. 5, 11 September 2007 (2007-09-11), US, pages E1459 - E1464, XP055323315, ISSN: 0193-1849, DOI: 10.1152/ajpendo.00375.2007 *
S. SATAPATI ET AL: "Elevated TCA cycle function in the pathology of diet-induced hepatic insulin resistance and fatty liver", JOURNAL OF LIPID RESEARCH, vol. 53, no. 6, 1 June 2012 (2012-06-01), US, pages 1080 - 1092, XP055323659, ISSN: 0022-2275, DOI: 10.1194/jlr.M023382 *
SATISH ET AL., JOURNAL OF INTERNATIONAL ORAL HEALTH, vol. 6, 2014, pages 114 - 117
SAUER; EIKMANNS, FEMS MICROBIOLOGY REVIEWS, vol. 29, 2005, pages 765 - 794
SILINK, INTERNATIONAL JOURNAL OF CLINICAL PRACTICE, vol. 61, 2007, pages 5 - 8
SO ET AL., MEDICAL DEVICES: EVIDENCE AND RESEARCH, vol. 5, 2012, pages 45 - 52
SPARRE ET AL., MOLECULAR & CELLULAR PROTEOMICS, vol. 4, 2005, pages 441 - 457
TAKEN FROM COGGAN, A. R.: "Use of stable isotopes to study carbohydrate and fat metabolism at the whole-body level", PROCEEDINGS OF THE NUTRITION SOCIETY, vol. 58, 1999, pages 953 - 961
WHITING ET AL., DIABETES RESEARCH AND CLINICAL PRACTICE, vol. 94, 2011, pages 311 - 321
WOLFE ET AL., THE AMERICAN JOURNAL OF PHYSIOLOGY, vol. 252, 1987, pages E189 - 96
ZHANG ET AL., SENSING AND BIO-SENSING RESEARCH, vol. 4, 2015, pages 23 - 29
ZIMMET ET AL., NATURE, vol. 414, 2001, pages 782 - 787

Similar Documents

Publication Publication Date Title
Keränen et al. Inhibition of soluble catechol-O-methyltransferase and single-dose pharmacokinetics after oral and intravenous administration of entacapone
Curtius et al. Mass fragmentography of dopamine and 6-hydroxydopamine: application to the determination of dopamine in human brain biopsies from the caudate nucleus
Juan et al. Quantification of trans-resveratrol and its metabolites in rat plasma and tissues by HPLC
Ocheltree et al. Role and relevance of peptide transporter 2 (PEPT2) in the kidney and choroid plexus: in vivo studies with glycylsarcosine in wild-type and PEPT2 knockout mice
Gerbeth et al. Determination of major boswellic acids in plasma by high-pressure liquid chromatography/mass spectrometry
EP3559675B1 (en) A method for monitoring of amino acids in biological material
US20050238581A1 (en) Dynamic hepatic recycling glucose tolerance test
van Rossum et al. Pharmacokinetics of intravenous glycyrrhizin after single and multiple doses in patients with chronic hepatitis C infection
Han et al. Plasma advanced glycation endproduct, methylglyoxal-derived hydroimidazolone is elevated in young, complication-free patients with Type 1 diabetes
Marshall et al. Whole blood serotonin and plasma tryptophan using high-pressure liquid chromatography with electrochemical detection
RU2558042C2 (en) High-sensitivity method for measuring number of components recovered from medicinal herbs
Goncalves et al. Insulin does not stimulate β-alanine transport into human skeletal muscle
Lv et al. Targeting phenylpyruvate restrains excessive NLRP3 inflammasome activation and pathological inflammation in diabetic wound healing
Tettey-Amlalo et al. Rapid UPLC–MS/MS method for the determination of ketoprofen in human dermal microdialysis samples
De Giovanni et al. Death due to baclofen and dipyrone ingestion
Ya-Wen et al. Ilexgenin A enhances the effects of simvastatin on non-alcoholic fatty liver disease without changes in simvastatin pharmacokinetics
Chèze et al. Determination of ibogaine and noribogaine in biological fluids and hair by LC–MS/MS after Tabernanthe iboga abuse: Iboga alkaloids distribution in a drowning death case
Zong-Chao et al. Compound Sophorae Decoction: treating ulcerative colitis by affecting multiple metabolic pathways
Kim et al. Development and validation of an LC-MS/MS method for the simultaneous analysis of 26 anti-diabetic drugs in adulterated dietary supplements and its application to a forensic sample
WO2017077120A1 (en) Diagnosis of diabetes
Park et al. Validated LC‐MS/MS method for quantification of gabapentin in human plasma: application to pharmacokinetic and bioequivalence studies in Korean volunteers
Shao et al. Pharmacokinetic and bioequivalence evaluation of 2 tadalafil tablets in healthy male chinese subjects under fasting and fed conditions
Xu et al. A selective and sensitive UFLC-MS/MS method for the simultaneous determination of five alkaloids from Piper longum L. and its application in the pharmacokinetic study of 6-OHDA-induced Parkinson's disease rats
Oepen et al. Huntington's disease—imbalance of free amino acids in the cerebrospinal fluid of patients and offspring at-risk
He et al. An improved HPLC-MS/MS method for simultaneous quantification of propranolol and its two phase I metabolites in plasma of infants with hemangioma and its application to a comparative study of plasma concentrations

Legal Events

Date Code Title Description
121 Ep: the epo has been informed by wipo that ep was designated in this application

Ref document number: 16793847

Country of ref document: EP

Kind code of ref document: A1

NENP Non-entry into the national phase

Ref country code: DE

32PN Ep: public notification in the ep bulletin as address of the adressee cannot be established

Free format text: NOTING OF LOSS OF RIGHTS PURSUANT TO RULE 112(1) EPC (EPO FORM 1205A DATED 22/08/2018)

122 Ep: pct application non-entry in european phase

Ref document number: 16793847

Country of ref document: EP

Kind code of ref document: A1