Type 2 Diabetes Is More Than Blood Sugar: What a 1.6-Million-Person Study Shows

Quick answer: In a study of 1.6 million US adults newly diagnosed with type 2 diabetes, the combined risk of chronic kidney disease, heart failure, or death was 33% within 5 years and 55% within 10 years. Most also had high blood pressure and high cholesterol, which is why type 2 diabetes is more than a blood sugar problem, and why early, whole-picture care matters.

Type 2 diabetes complications: the short answer

In this 1.6-million-person study, chronic kidney disease and heart failure were common within 5 to 10 years of diagnosis. Kidney disease appeared first more often than heart failure (19.0% vs. 8.3% within 5 years).

Type 2 diabetes complications are often thought of as something that happens decades down the road. New data presented this week at the European Association for the Study of Diabetes (EASD) 2026 meeting in Milan suggests the timeline can be shorter, and that the kidneys and heart are closely linked. The good news: the same research points to clear, practical steps, and decades of trial data show those steps work.

Type 2 diabetes complications — Clinician reviewing health results with a patient: type 2 diabetes care covers more than blood sugar

What the Type 2 Diabetes Study Found

The analysis came from the CALOR observational study program and was co-led by Professor Naveed Sattar of the University of Glasgow. Researchers followed 1,617,508 US adults newly diagnosed with type 2 diabetes between 2010 and March 2024 (Medical Xpress; HealthDay).

  • Average age: 59, and 51% were women.
  • Other risk factors were common: 72% had abnormal blood fats (dyslipidemia) and 68% had high blood pressure.
  • Combined risk of kidney disease, heart failure, or death: 33% at 5 years and 55% at 10 years.
  • Kidneys often came first: within 5 years, chronic kidney disease appeared first in 19.0% of people, compared with 8.3% for heart failure.

Sattar explained that complications rise over time because obesity, abnormal blood fats, high blood pressure, and higher blood sugar together damage blood vessels and organs. His takeaway was to detect and treat type 2 diabetes thoroughly, at the earliest opportunity.

Why the Kidneys and Heart Are Linked

One of the most useful findings was how often one complication led to the other. Among people who developed heart failure first, 42% developed kidney disease within the next 5 years. Among those who developed kidney disease first, 23% developed heart failure within 5 years.

That two-way link makes sense physiologically. The heart pumps blood that the kidneys filter, and the kidneys help control fluid and blood pressure that the heart has to work against. When one system struggles, the other carries extra load. It is a good example of how the body runs on connected signals rather than isolated parts, a theme we explore in Your Body Has a Trajectory, Not Just an Age.

The Shared Drivers: Blood Pressure, Cholesterol, Weight, and Blood Sugar

The researchers were clear that blood sugar is only one piece. The same four drivers show up again and again:

  • Blood pressure, which strains both blood vessels and the kidney’s filters.
  • Blood fats such as LDL cholesterol, which contribute to vessel damage.
  • Excess body fat, especially fat stored around the organs (see how to reduce harmful fat without harming your metabolism).
  • Blood sugar, measured over time with A1c.

Treating all four together has strong evidence behind it. In the Steno-2 randomized trial, people with type 2 diabetes and early kidney damage who received intensive, combined management of blood sugar, blood pressure, and cholesterol, plus lifestyle support, had about half the risk of death over 13 years compared with usual care, along with fewer heart events and fewer cases of kidney failure (Gaede et al., NEJM 2008).

What’s in Your Control

This article does not give treatment or dosing advice. But several everyday habits consistently support the drivers above:

  • Structured exercise. A meta-analysis of 47 randomized trials found that structured aerobic training, resistance training, or both lowered A1c by about 0.67 percentage points, with larger drops at more than 150 minutes per week (Umpierre et al., JAMA 2011). Strength training also protects muscle, a major glucose user (read how strength training protects muscle).
  • Sleep. Short, irregular sleep makes blood sugar and appetite harder to manage.
  • Food quality. More fiber, vegetables, and protein, and fewer ultra-processed foods and sugary drinks.
  • Regular lab checks. Knowing your numbers lets problems be caught early, when they are easiest to address.

Ready to take the next step? The 21-Day Metabolic Friction Reset is a simple, day-by-day plan for movement, meals and sleep habits that support healthier metabolism. See the program →

Questions to Bring to Your Clinician

If you have been diagnosed with type 2 diabetes, or have prediabetes, ask about more than your A1c:

  • A1c: Where is it, and what is my target?
  • Blood pressure: Is it at goal? Should I check it at home?
  • Cholesterol: What are my LDL and other lipid numbers, and do they need attention?
  • Kidney tests: Have I had an eGFR (blood test) and a urine albumin-to-creatinine ratio (urine test)? These two tests can catch kidney changes before symptoms appear.
  • Heart: Are there any signs I should watch for, such as swelling or shortness of breath?

Not sure which of your body’s signals to look at first? Take the free Flow BioLabs Signal Map to see where your patterns point.

Limits of This Study

This research is important, but it has limits worth knowing. It is observational, so it shows associations, not cause and effect. It was presented at a conference and has not yet been published as a full peer-reviewed paper. The outcome combined kidney disease, heart failure, and death, so the 55% figure is not the risk of any single event. And the data came from US health records, which may not represent everyone.

What the study adds is a clear picture of timing and connection, and it points in the same direction as decades of trial evidence: treat the whole picture, early.

Frequently Asked Questions

What are the most common complications of type 2 diabetes?

In this 1.6-million-person study, chronic kidney disease and heart failure were common within 5 to 10 years of diagnosis. Kidney disease appeared first more often than heart failure (19.0% vs. 8.3% within 5 years).

Is type 2 diabetes just a blood sugar problem?

No. Most people in the study also had high blood pressure (68%) and abnormal cholesterol (72%). Together these factors affect blood vessels, the heart, and the kidneys, so care works best when all of them are addressed.

Which tests check for diabetes kidney disease?

Two common tests are the eGFR blood test, which estimates how well the kidneys filter, and the urine albumin-to-creatinine ratio, which checks for protein leaking into the urine. Ask your clinician whether you are due for both.

Can lifestyle changes lower diabetes complication risk?

Evidence supports it. Structured exercise lowers A1c in randomized trials, and the Steno-2 trial found that combined management of blood sugar, blood pressure, and cholesterol with lifestyle support roughly halved the risk of death over 13 years.

Sources

  1. Sattar N, et al. CALOR observational study program. Presented at the EASD Annual Meeting 2026, Milan (Sept 28 to Oct 2). Reported by Medical Xpress and HealthDay. Full peer-reviewed publication pending.
  2. Gaede P, Lund-Andersen H, Parving HH, Pedersen O. Effect of a multifactorial intervention on mortality in type 2 diabetes. N Engl J Med. 2008;358(6):580-591. doi:10.1056/NEJMoa0706245
  3. Umpierre D, et al. Physical activity advice only or structured exercise training and association with HbA1c levels in type 2 diabetes. JAMA. 2011;305(17):1790-1799. doi:10.1001/jama.2011.576

This article is for education only and is not medical advice. Talk with your healthcare professional about your own results and before changing your treatment or health routine.