The study

Diabetes: an algorithm to assess the risk of the disease and help choose a treatment

A simple blood count analysis reveals four distinct immune profiles in patients with type 2 disease: the way forward to immediately initiate targeted treatments and prevent complications

Un uomo affetto da diabete che utilizza un glucometro a insulina con un campione di sangue prelevato dal dito (Adobe Stock)

3' min read

Translated by AI
Versione italiana

3' min read

Translated by AI
Versione italiana

Not all people with diabetes are the same, and their blood count tells us so. When analysed using a special algorithm – available free of charge online – this provides valuable insights into a patient’s risk levels, enabling targeted and more or less ‘robust’ treatments to be prescribed as early as the day after diagnosis and, above all, before complications arise, thereby preserving years of life and quality of life. All of this is achieved extremely quickly and in a cost-effective manner.

The ‘tailored’ approach – based on what experts refer to as the ‘immune identity card’, as revealed in a blood count and capable of predicting cardio-renal risk and mortality – is presented in an international study published on Cell Metabolism and authored by Riccardo Bonadonna, Professor of Endocrinology in Verona and President-elect of the Italian Society of Diabetology (SID).

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The research

The study involved around 70,000 people of European descent with type 2 diabetes, of whom over 1,500 had been newly diagnosed; their blood counts were analysed using a specialised algorithm, which enabled them to be categorised into four distinct immune profiles, each associated with a different risk of mortality and complications. The leukocyte profile (which, in a blood count, indicates the percentage of different circulating immune cells: neutrophils, lymphocytes, monocytes), when ‘analysed’ using a special algorithm, identified four distinct risk profiles (‘endotypes’), which are reproducible and stable over time: a severe inflammatory form (Sind), a mild inflammatory form (Mind), a lymphocyte-rich form (Lyrd) and a lymphocyte-deficient form (Lydd). The highest-risk profiles (Sind and Lydd) are characterised by inflammation driven by monocytes (the immune cells of the innate inflammatory response) and by impaired lymphocyte function. In these individuals, the innate immune system is hyperactivated, whilst the adaptive immune system is dysregulated; this dual imbalance may, over the years, contribute to the vascular and renal damage observed in the study.

 

The possible consequences for the patient

People with type 2 diabetes who belong to the Sind and Lydd profiles have a significantly higher risk of experiencing cardiovascular events, impaired kidney function and mortality than the other two groups (Lyrd and Mind). And these differences are independent of age, sex, body weight or HbA1c levels: the ‘endotypes’ and the risk associated with them remain the same even after these factors have been controlled for, suggesting that they reflect an autonomous immune biology rather than simply ‘more advanced’ diabetes or a ‘more frail’ patient from the outset.

 

Focus on the risk of complications

This study therefore opens up – as explained by the Italian Society of Diabetology – a new avenue for precision medicine that is applicable on a large scale and at low cost: indeed, unlike many molecular classifications that require complex and expensive technologies, the immune ‘endotypes’ defined in this study are based on a complete blood count, a low-cost, routine test carried out in any clinical laboratory, which has already been performed at least once by all patients, and which is interpreted by an algorithm that is already freely available online. Incorporating the patient’s immune profile into the assessment of clinical characteristics therefore improves the ability to estimate cardiovascular risk compared with the standard SCORE2-Diabetes score, currently used in clinical practice to assess the likelihood of cardiovascular events in people with diabetes. ‘This means that,’ explains Professor Bonadonna, ‘from the moment of diagnosis of type 2 diabetes, but also years after diagnosis, it will be possible to identify subgroups of patients at greater risk of complications and premature death, and thus direct them towards closer cardiovascular and renal monitoring, or towards more aggressive and targeted treatment strategies, well before complications become clinically apparent.”

 

Towards new treatments

It is also very interesting that the inflammatory profile of the SIND group – the endotype at highest risk – is modifiable. ‘We have observed a reduction in this profile both with interleukin-1 beta antagonists and following bariatric surgery,’ explains Bonadonna – ‘This suggests that the different inflammatory profile is not merely a prognostic marker, but a potential therapeutic target that can be addressed to alter the clinical course of the patients most at risk.’

“This study confirms what the diabetes community has long maintained: type 2 diabetes must be addressed by moving beyond traditional classifications based solely on blood glucose and glycated haemoglobin, and broadening our perspective to take account of its biological heterogeneity,” comments Professor Raffaella Buzzetti, president of the Italian Society of Diabetology. ‘The ability to stratify risk using a test that can be easily carried out in any laboratory paves the way for precision diabetes care, capable of identifying at a very early stage those who require enhanced clinical attention.’

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