Glucose
Glucose
Reagent | Glucose
Key Benefits
Exceptional correlation
The Glucose assay showed a correlation of r=0.99 against another commercially available method
Excellent stability
Stable to expiry when stored at 2-8⁰C
Flexibility
Liquid and lyophilised reagents available for greater consumer choice
Randox Glucose (GOD-PAP & Hexokinase)
- GOD-PAP and Hexokinase method
- Liquid and lypohilised reagents
- Stable to expiry when stored at 2-8°C
Randox Glucose GOD-PAP
Cat No | Size | ||||
---|---|---|---|---|---|
GL8038 | R1a 4 x 50ml (L) R1b 4 x 0.5ml | Enquire | Kit Insert Request | MSDS | Buy Online |
GL364 | 10 x 100ml (S) | Enquire | Kit Insert Request | MSDS | Buy Online |
GL2614 | 2 x 500ml (S) (L) | Enquire | Kit Insert Request | MSDS | Buy Online |
GL3815 | 9 x 51ml (L) | Enquire | Kit Insert Request | MSDS | Buy Online |
GL8318 | 4 x 20ml (L) | Enquire | Kit Insert Request | MSDS | Buy Online |
(L) Indicates liquid option (S) Indicates standard included in kit |
Randox Glucose Hexokinase
Cat No | Size | ||||
---|---|---|---|---|---|
GL3816 | R1 4 x 51ml (L) R2 3 x 20ml | Enquire | Kit Insert Request | MSDS | Buy Online |
GL3881 | 4 x 50ml (L) | Enquire | Kit Insert Request | MSDS | Buy Online |
GL8319 | R1 4 x 20ml (L) R2 4 x 6.5ml | Enquire | Kit Insert Request | MSDS | Buy Online |
(L) Indicates liquid option |
Instrument Specific Applications (ISA’s) are available for a wide range of biochemistry analysers. Contact us to enquire about your specific analyser.
What is Glucose assay used for?
Glucose is the primary source of energy for the body. The body obtains glucose through the digestion of the sugar and starch in carbohydrates. Glucose is vital and interacts with the digestive and endocrine system. Due to this it is imperative to maintain glucose levels within the normal range.
- Bor, M.V., et al. Serum fructosamine and fructosamine-albumin ratio as screening tests for gestational diabetes mellitus. Arch. Gynecol. Obstet. 1999, 262(3-4): 105-111
- Ranganath, L., et al. The effect of circulating non-esterified fatty acids on the entero-insular axis. European Journal of Clinical Investigation. 1999, 29(1): 27-32
- Joshi, S., et al. Fish oil supplementation of rats during pregnancy reduces adult disease in their offspring. J. Nutr., 2003, 133: 3170-3174
- Sánchez-Rodríguez, M.A., et al. Antioxidant capacity in relationship to serum lipid peroxides levels in healthy elderly of Mexico City. 2004, 38(2): 193-198
- Panagia, M., et al. PPAR-α activation required for decreased glucose uptake and increased susceptibility to injury during ischemia. Am. J. Physiol. Heart Circ. Physiol. 2005, 288: H2677-H2683
- Chen, C-W and Cheng, H-H. A rice bran oil diet increases LDL-receptor and HMG-CoA reductase mRNA expressions and insulin sensitivity in rats with streptozotocin/nicotinamide-induced type 2 diabetes. J. Nutr. 2006, 136: 1472-1476
- Gupta, V. et al. Effect of short term cigarette smoking on insulin resistance and lipid profile in asymptomatic adults. Indian J. Physiol. Pharmacol. 2006, 50(3): 285-290
- Lutoslawska, G., et al. Relationship between fasting insulin resistance index (FIRI) and plasma glycerol and free fatty acid levels in physically active males and females. Biol. Sport 2006, 23: 341-351
- Miyashita, M., et al. Exercise and postpandrial lipemia: effect of continuous compared with intermittent activity patterns. Am. J. Clin. Nutr. 2006, 83(1): 24-29
- Mula-Abed, W-A. S. and Aziz, S.B. Serum fructosamine (glycated protein) and related biochemical parameters during normal pregnancy. JBMS Journal of the Bahrain Medical Society 2006, 18(3): 115-122
- Camarillo-Romero, M.S. et al. Riesgo cardiovascular en trabajadores universiatarios. (Article in Spanish). BioQCliNat. 2007,4(13): 9-15
- Halley Castillo E., et al. Body Mass Index and the prevalence of metabolic syndrome among children and adolescents in two Mexican populations. J. Adolesc. Health. 2007, 40(6): 521-526
- James, A.P., et al. Prior exercise does not affect chylomicron particle number following a mixed meal of moderate fat content.Lipids Health Dis. 2007, 6: 8
- Mineo, D., et al. Effects of lung volume reduction surgery for emphysema on glycolipidic hormones. Chest. 2008, 134(1): 30-37
- Aziz, N., et al. Antihypertensive, antioxidant, antidyslipidemic and endothelial modulating activities of a polyherbal formulation (POL-10). Vascul. Pharmacol. 2009, 50(1-2): 57-64
- Bajaj, S., et al. A case-control study on insulin resistance, metabolic co-variates and prediction score in non-alcoholic fatty liver disease. Indian J. Med. Res. 2009, 129: 285-292
- Chou T-W., et al. A Rice bran oil diet improves lipid abnormalities and suppress hyperinsulinemic responses in rats with streptozotocin/nicotinamide-induced Type 2 diabetes. J.Clin. Biochem.Nutr. 2009, 45(1): 29-36
- García-Montalvo, E.A. et al. Fluoride exposure impairs glucose tolerance via decreased insulin expression and oxidative stress.Toxicology 2009, 263: 75-83
- Hossein-nezhad, A., et al. Association of VDR gene polymorphism with insulin resistance in diabetic patients. Iranian Journal of Diabetes and Lipid Disorders. 2009, 143-150Kanakkaparambil, R., et al. B-vitamin and homocysteine status determines ovarian response to gonadotropin treatment in sheep. Biol. Reprod. 2009, 80(4): 743-752
- Li, T-L. and Rush, B. The effects of prolonged strenuous exercise on salivary secretion of IgA subclasses in men. Int. J. Sport Exerc. Sci. 2009, 1(3): 69-752
- Mirzaei, K., et al. Variation in the vistafin gene may alter the required dosage of oral antidiabetic agents in type 2 diabetic patients. Iranian Journal of Diabetes and Lipid Disorders 2009, 87-94
- Režen, T., et al. Effect of CAR activation on selected metabolic pathways in normal and hyperlipidemic mouse livers. BMC Genomics. 2009, 10: 384
- Rhodes, P., et al. Adult-onset obesity reveals prenatal programming of glucose-insulin sensitivity in male sheep nutrient restricted during late gestation. PloS ONE 2009, 4(10): e7393
- Sébert, S.P., et al. Maternal nutrient restriction between early and midgestation and its impact upon appetite regulation after juvenile obesity. Endocrinology 2009, 150(2): 634-641
- Usman K, M., et al. Correlation between non-insulin dependent diabetes mellitus and serum sialic acid. Annals 2009, 15(3): 152-154
- Velasco-Martínez, R.M., et al. Obesity and insulin resistance among adolescents from Chiapas. Nutr. Hosp. 2009, 24(2)
- Camarillo-Romero, E., et al. (Article in Spanish). Difficulties in the classification of metabolic syndrome. The example of adolescents in Mexico. Salud Publica Mex. 2010, 52(6): 524-527
- Iffen, T.S. and Usoro C.A.O. The effect of ethanolic extract of Larpotea ovalifolia plants growing in Calabar on antioxidants status of streptozocin induced diabetic rats. Global Journal of Pharmacology 2010, 4(1): 01-05
- Itam, E.H., et al. Haemapoietic and immunological changes in multiple low-dose streptozotocin (MDSTZ) rat models. European Journal of Scientific Research. 2010, 43(2): 283-289
- Mahadik, S.R. et al. Role of adipocytokines in insulin resistance: Studies from Urban Western Indian Population. Int. J. Diabetes & Metab. 2010, 18(9): 35-42
- Akpaso, M.I. et al. Effect of combined leaf extracts of Vernonia amygdalina (Bitter leaf) and Gongronema latifolium (Utazi) on the pancreatic β-cells of the streptozotocin-induced diabetic rats. British Journal of Medicine and Medical Research. 2011, 1(1): 24-34
- Chu, N.F et al. Prevalence and anthropometric risk of metabolic syndrome in Taiwanese adolescents. ISRN Cardiol. 2011, 2011: 743640
- Gupta, V., et al. Association of circulating resistin with metabolic risk factors in Indian females having metabolic syndrome.Toxicol. Int. 2011, 18(2): 168-172
- Singal, S., et al. Is cardiovascular risk more in diabetics because of lower apolipoprotein A1 levels rather than higher Apo B/Apo A1 ratio? Int. J. Biomed. Res. 2011, 2(2): 143-150
- Al-Rejaie, S.S., et al. Immobilization stress-induced oxidative damage and its amelioration with green and black teas. Afr. J. Pharm. Pharmacol. 2012, 6(8): 538-545
- Belaïd-Nouira, Y., et al. Study of lipid profile and parieto-temporal lipid peroxidation in AICI3 mediated neurotoxicity. Modulatory effect of fenugreek seeds. Lipids Health Dis. 2012, 11: 16
- Camarillo-Romero, E., et al. Effects of a physical activity program on markers of endothelial dysfunction, oxidative stress, and metabolic status in adolescents with metabolic syndrome. ISRN Endocrinol. 2012, 2012: 970629
- El-Abhar, H.S. and Schaalan, M.F. Topiramate-induced modulation of hepatic molecular mechanisms: an aspect for its anti-insulin resistant effect. PLoS ONE. 2012, 7(5): e37757
- Gupta, V., et al. Association analysis of 31 common polymorphisms with type 2 diabetes and its related traaits in Indian sib pairs. Diabetologia. 2012, 55: 349-357)
- Hammouda, O. et al. Effect of short-term maximal exercise on biochemical markers of muscle damage, total antioxidant status, and homocysteine levels in football players. AJSM. 2012, 3(4): 239-246
- Hossein-nezhad, A. et al. Circulating omentin-1 in obesity and metabolic syndrome status compared to control subjects.Endocrinol. Metabol. Syndrome 2012: S1:008
- Nagalakshmi, C.S. et al. Exploration of the clinico-biochemical parameters to explain the altered renal mechanisms in gestational diabetes mellitus. J. Clin. Diagn. Res. 2012, 6(3): 369-371
- Odum, E.P. and Wakwe V.C. Plasma concentrations of water-soluble vitamins in metabolic syndrome subjects. Niger. J. Clin. Pract. 2012, 15: 442-447
- Odum, E.P., et al. Antioxidant status of type 2 diabetic patients in Port Harcourt, Nigeria. Niger J. Clin. Pract. 2012, 15: 55-58
- Yahaya, N. et al. Type 2 diabetes with good glycemic control have improved insulin response and lower non-esterified fatty acid level after a meal challenge. Journal of Diabetes Mellitus 2012, 2(1): 1-7
- Ikhlas, K.H., et al. The relation between serum total sialic acid and the presence of metabolic syndrome in type 2 diabetes mellitus. Iraqui J. Comm. Med. 2013, (1): 37-41
- Kazeem, M.I., et al. Protective effect of free and bound polyphenol extracts from ginger (Zingiber officinale Roscoe) on the hepatic antioxidant and some carbohydrate metabolizing enzymes of streptozotocin-induced diabetic rats. Evid. Based Complement. Alternat. Med. 2013: 935486
- Wali, U., et al. Antioxidant status and lipid profile of diabetic rats treated with antioxidant rich locally prepared nutriceutical.IJDD. 2013, 1(2): 033-038
- Yakubu, N., et al. Antioxidant and hepatoprotective properties of tofu (curdle soymilk) against acetaminophen-induced live damage rats. Biotech. Res. Int. 2013, ID 230142
Related Products
Standards included in GL364, GL366, GL1021 and GL2614
Diabetes Panel
For more information or to view more reagents within the diabetes panel, please click here
Veterinary Panel
For more information or to view more reagents within the veterinary panel, please click here
Diabetes: The Role of Fructosamine
Diabetes Week is an annual week to raise awareness of diabetes. This year, the aim is to increase the public’s understanding of diabetes 1. Diabetes mellitus (DM) is a global epidemic, increasing at an alarming rate and burdening healthcare systems 2. DM is a life-long condition characterised by the body’s inability to produce / respond to insulin resulting in the abnormal metabolism of carbohydrates and elevated blood glucose levels.
Whilst it is important to increase the public’s understanding of DM, it is imperative that clinicians and physicians are aware of the different in vitro diagnostic tests to diagnose and monitor DM. Not only is this vital, but is also important that clinicians and physicians also understand the different methodologies available when choosing the diagnostic test.
It has been highlighted in numerous clinical studies that diabetic complications may be reduced through the long-term monitoring and tight control of blood glucose levels. Both fasting plasma glucose (FPG) and glycated haemoglobin A1c (HbA1c) tests are universally accepted as reliable measurements of diabetic control. However, studies have emerged highlighting the role of fructosamine in diabetes monitoring. Whilst HbA1c provides an index of glycaemia over 2 to 3 months, fructosamine provides this index over the course of 2 to 3 weeks, enabling closer monitoring of diabetic control 1.
Drawbacks of Traditional Diabetes Tests
The FPG test measures the level of blood sugars which is used to diagnose and monitor diabetes based on insulin function. The main drawback of this test is that a hormone called glucagon, produced in the pancreas, is triggered during prolonged fasting, signalling the liver to release glucose into the bloodstream. In diabetic conditions, either the body is unable to generate enough insulin or cannot appropriately respond to insulin. Consequently, FPG levels remain high 4.
In the 1980’s, HbA1c was incorporated into clinical practice as HbA1c levels correlated well with glycaemic control over a 2 to 3-month period. The main drawback of this test is that any condition that reduces the survival rate of erythrocytes such as haemolytic anaemia will falsely lower the HbA1c test results, regardless of the assay method utilised 5.
Fructosamine Testing
In a diabetic patient where blood glucose levels are abnormally elevated, the concentration levels of fructosamine also increase as fructosamine is formed by a non-enzymatic Maillard reaction between glucose and amino acid residues of proteins. During this glycation process, an intermediate labile Schiff base is produced which is converted to a more stable ketoamine (fructosamine) via an Amadori rearrangement 2.
Fructosamine has been identified as an early indicator of diabetic control compared to other markers such as HbA1c. Red blood cells live for approximately 120 days, HbA1c represents the average blood glucose levels for the previous 2 to 3 months. Conversely fructosamine has a shorter lifespan, about 14 to 21 days, reflecting average blood glucose levels from the previous 2 to 3 weeks. Due to the shorter time span of fructosamine, it is also used to evaluate the effectiveness of medication changes and to monitor the treatment of gestational diabetes. The test is also particularly useful in situations where HbA1c cannot be reliably measured e.g. haemolytic anaemia, thalassemia or with genetic haemoglobin variants 5.
Fructosamine Assay Methodology
The most commonly utilised method for fructosamine testing is the colorimetric method. Whilst widely available, automated and inexpensive, the main drawback is the lack of standardisation across the different fructosamine assays 4.
Randox, on the other hand, utilise an enzymatic method, offering improved specificity and reliability compared to conventional NBT-based methods. The Randox enzymatic method does not suffer from non-specific interferences unlike existing methods which can also be time consuming and difficult to automate.
The Randox fructosamine assay is also standardised to the highest level as the Randox fructosamine calibrator and control is assigned relative to human serum glycated with 14C-glucose, which directly reflects the nature of the patient sample.
With an excellent stability of 28 days on-board the analyser, the Randox fructosamine assay is developed in a liquid ready-to-use format for convenience and ease-of-use.
Randox offer fully automated applications detailing instrument-specific settings for the convenient use of the Randox fructosamine assay on a wide range of clinical chemistry analysers.
Want to know more?
Contact us or download our diabetes brochure
Related Products
Randox Reagents
Reagents Resource Hub
Diabetes Panel
References
[1] Diabetes UK. Diabetes Week. [Online] 2019. [Cited: May 31, 2019.] https://www.diabetes.org.uk/get_involved/diabetes-week.
[2] Gounden, Verena and Jialal, Ishwarlal. Fructosamine. [Online] January 23, 2019. [Cited: April 11, 2019.] https://www.ncbi.nlm.nih.gov/books/NBK470185/.
[3] World Health Organization (WHO). Diabetes. [Online] October 30, 2018. [Cited: May 2, 2019.] https://www.who.int/news-room/fact-sheets/detail/diabetes.
[4] Manzella, Debra. The Fasting Plasma Glucose Test. very well health. [Online] November 16, 2018. [Cited: April 11, 2019.] https://www.verywellhealth.com/understanding-the-fasting-plasma-glucose-test-1087680.
[5] BMJ. Using haemoglobin A1c to diagnose type 2 diabetes or to identify people at high risk of diabetes. [Online] 2014. [Cited: April 11, 2019.] https://www.bmj.com/content/348/bmj.g2867/rr/695927.
The Correlation Between Liver Cirrhosis and Lactic Acidosis
Lactic acid is an organic compound which produces the conjugate base lactate through a dissociation reaction. Due to it being a chiral compound, two optical isomers of lactate exist; D-Lactate and L-Lactate. The lactate dehydrogenase (LDH) enzyme can produce and metabolise both isomer forms to pyruvate, however due to the isomer-specific nature of LDH different forms of the enzyme are required. D-Lactate requires a D-LDH form whereas L-Lactate requires L-LDH. As a result of this requirement, combined with the fact that mammalian cells only contain L-LDH, the lactate produced in humans is almost exclusively L-Lactate.
One of the roles of L-Lactate is its involvement in the Cori Cycle, a metabolic pathway involved in the production of glucose. The cycle involves the rotatory transportation of lactate and glucose from the liver and the muscle. Lactate is produced in the muscle through glycolysis which is then transported to the liver through the blood stream. In the liver, the lactate is oxidised to pyruvate and then converted to glucose by gluconeogenesis, which is then transported back to the muscle for the process to start again. 1500 mmol of lactate is produced daily by the body and is cleared at a constant rate via the liver.
Problems can arise if the liver fails to regulate the lactate produced. Hyperlactamia is the name given to elevated levels of lactate in the body, as a result of the rate of production exceeding the rate of disposal. This is due to a lack of oxygen that reduces blood flow to the tissues. If levels continue to rise a patient is at risk of lactic acidosis.
The liver is an important tissue in the regulation of lactate, it is therefore no surprise that liver damage can prevent this process resulting in a further diagnosis of lactic acidosis. A healthy liver is a vital part of lactate regulation as it acts as the main consumer of lactate and contributes to 30-40% of lactate metabolism. Potential victims are patients who suffer with cirrhosis, a complication of liver disease, which is commonly caused by alcohol abuse and viral Hepatitis B and C.
Patients with liver cirrhosis have a higher risk of increased lactate levels. Increased levels of the lactate ions disturbs the acid-base equilibrium, causing a tilt towards lactic acidosis. The mortality rate of patients who develop lactic acidosis is high, prompt recognition and treatment of the underlying cause remain the only realistic hope for improving survival.
The Randox L-Lactate reagent allows for a prompt and accurate diagnosis of lactic acidosis.
Randox L-Lactate Reagent
The Randox L-Lactate key benefits include:
- Excellent working reagent stability of two weeks when stored at + 15 – +25°C
- Exceptional correlation of r = 0.99 when compared against other commercially available methods
- A wide measuring range of 0.100 – 19.7 mmol/l and so is capable of detecting abnormal levels in a sample
Other features:
- Colorimetric method
- Lyophilised reagents for enhanced stability
Could there be 5 types of diabetes?
A peer-reviewed study, published in The Lancet Medical Journal suggests there are five types of diabetes. Could diabetes be more complex than we once thought? Could diabetes be segmented into five separate diseases?
What is diabetes?
Diabetes is an incurable disease which prohibits the body’s ability to produce and respond to insulin. Currently, diabetes is classified into two main forms, type 1 and type 2.
Type 1 diabetes is an autoimmune disease which manifests in childhood. In type 1 diabetes, the body’s white blood cells attack the insulin-producing cells in the pancreas. As a result, individuals with Type 1 diabetes rely on the injection of insulin for the remainder of their lives.
Type 1 diabetes affects 10 percent of individuals with diabetes. 96 percent of children diagnosed with diabetes have type 1. Type 1 diabetes in children is commonly diagnosed between the ages of 10 and 14. The prevalence of type 1 diabetes in children and young people (under the age of 19) is 1 in every 430-530 and the incidence of type 1 in children under 14 years of age is 24.5/100,000 (Diabetes UK, 2014).
Type 2 diabetes is the result of insulin resistance, meaning that the pancreas does not produce enough insulin or the body’s cells do not respond to the insulin produced. As type 2 diabetes is a mixed condition, with varying degrees of severity, there are a few methods to manage the disease, including dietary control, medication and insulin injections.
Type 2 diabetes is the most common form of diabetes, affecting 90 percent of individuals with diabetes, and has now become a global burden. The global prevalence of diabetes has almost doubled from 4.7 percent in 1980 to 8.5 percent in 2014, with a total of 422 million adults living with diabetes in 2014. It is expected to rise to 592 million by 2035. In 2012, diabetes accounted for 1.5 million deaths globally with hypertension causing a further 2.2 million deaths. 43 percent of these deaths occurred before 70 years of age. Previously type 2 diabetes was commonly seen in young adults but is now commonly seen in children as well. In 2017, 14% more children and teenagers in the UK were treated for diabetes compared to the year before (World Health Organization, 2016).
In both forms of diabetes, hyperglycemia can occur which can lead to number of associated complications including renal disease, cardiovascular disease, nerve damage and retinopathy.
The novel subgroups of adult-onset diabetes and their association with outcomes: a data-driven cluster analysis of six variables – peer-review study
This new research studied 13,270 individuals from different demographic cohorts with newly diagnosed diabetes, taking into consideration body weight, blood sugar control and the presence of antibodies, in Sweden and Finland.
This peer-reviewed study identified 5 disease clusters of diabetes, which have significantly different patient characteristics and risk of diabetic complications. The researchers also noted that the genetic associations in the clusters differed from those seen in traditional type 2 diabetes.
Cluster One – Severe autoimmune diabetes (SAID)
SAID is similar to type 1 diabetes. SAID manifests in childhood, in patients with a low BMI, have poor blood sugar and metabolic control due to insulin deficiency and GADA. 6% of individuals studied in the ANDIS study were identified with having SAID.
Cluster Two – Severe insulin-deficient diabetes (SIDD)
SIDD is similar to SAID, however, GADA is negative. This means that the characteristics of SIDD are the same as SAID, young, of a healthy weight and struggled to make insulin, however, SIDD is not the result of an autoimmune disorder as no autoantibodies are present. Patients have a higher risk of diabetic retinopathy. 18% of subjects in the ANDIS study were identified with having SIDD.
Cluster Three – Severe insulin-resistant diabetes (SIRD)
SIRD is similar to that of type 2 diabetes and is characterised by insulin-resistance and a high BMI. Patients with SIRD are the most insulin resistant and have a significantly higher risk of kidney disease, and microalbuminuria, and non-alcoholic fatty liver disease. 15% of subjects in the ANDIS study were identified as having SIRD.
Cluster Four – Mild obesity-related diabetes (MOD)
MOD is a mild form of diabetes which generally affects a younger age group. This is not characterised by insulin resistance but by obesity as their metabolic rates are close to normal. 22% of subjects in the ANDIS study were identified as having MOD.
Cluster Five – Mild age-related diabetes (MARD)
MARD is the most common form of diabetes manifesting later in life compared to the previous four clusters. Patients with MARD have mild problems with glucose regulation, similar to MOD. 39% of subjects in the ANDIS study were identified with having MARD.
This new sub-classification of diabetes could potentially enable doctors to effectively diagnose diabetes earlier, through the characterisation of each cluster, including: BMI measurements, age, presence of autoantibodies, measuring HbA1c levels, ketoacidosis, and measuring fasting blood glucose levels. This will enable a reduction in the incidence of diabetes complications and the early identification of associated complications, and so patient care can be tailored, thus improving healthcare (NHS, 2018) (The Week, 2018) (Ahlqvist, et al., 2018) (Collier, 2018) (Gallagher, 2018).
The Randox diabetes reagents cover the full spectrum of laboratory testing requirements from risk assessment, using our Adiponectin assay, to disease diagnosis and monitoring, using our HbA1c, glucose and fructosamine assays, to the monitoring of associated complications, using our albumin, beta-2 microglobulin, creatinine, cystatin c, d-3-hydroxybutyrate, microalbumin and NEFA assays.
Whilst this study is valuable, alone it is not sufficient for changes in the diabetes treatment guidelines to be implemented, as the study only represents a small proportion of those with diabetes. For this study to lead the way, the clusters and associated complications will need to be verified in ethnicities and geographical locations to determine whether this new sub-stratification is scientifically relevant.
References
Ahlqvist, E. et al., 2018. Novel subgroups of adult-onset diabetes and their association with outcomes: a data-driven cluster analysis of six variables. [Online]
Available at: http://www.thelancet.com/journals/landia/article/PIIS2213-8587(18)30051-2/fulltext?elsca1=tlpr
[Accessed 16 April 2018].
Collier, J., 2018. Diabetes: Study proposes five types, not two. [Online]
Available at: https://www.medicalnewstoday.com/articles/321097.php
[Accessed 16 April 2018].
Diabetes UK, 2014. Diabetes: Facts and Stats. [Online]
Available at: https://www.diabetes.org.uk/resources-s3/2017-11/diabetes-key-stats-guidelines-april2014.pdf
[Accessed 16 April 2018].
Gallagher, J., 2018. Diabetes is actually five seperate diseases, research suggests. [Online]
Available at: http://www.bbc.co.uk/news/health-43246261
[Accessed 16 April 2018].
NHS, 2018. Are there actually 5 types of diabetes?. [Online]
Available at: https://www.nhs.uk/news/diabetes/are-there-actually-5-types-diabetes/
[Accessed 16 April 2018].
The Week, 2018. What are the five types of diabetes?. [Online]
Available at: http://www.theweek.co.uk/health/92048/what-are-the-five-types-of-diabetes
[Accessed 16 April 2018].
World Health Organization, 2016. Global Report on Diabetes, Geneva: World Health Organization.