What is the glycemic risk index and why do we need it?

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Wed, 05/18/2022 - 11:41

I want to talk about a new continuous glucose monitoring (CGM) metric known as glycemic risk index, or GRI. You may ask why we need another metric. We currently have multiple CGM metrics, including time in range, time below range, time above range, mean glucose, glucose management indicator (GMI), and coefficient of variation, and it seems like an overwhelming number of ways to look at the same data.

Dr. Anne L. Peters, director of the USC Clinical Diabetes Programs and a professor of medicine at Keck School of Medicine of USC
Dr. Anne L. Peters

The problem is that no single metric tells you exactly what is happening with the patient. For instance, a patient could be at a target time in range of 70%, but that could mean that 30% of that patient’s time is spent too low or even very low, which is a very serious problem, versus if 30% of their time was spent in a somewhat but not very high range, which requires less immediate attention.

Dr. David Klonoff and colleagues, including me, decided to see if one number could be used to identify which patients needed more immediate attention and which needed less. He asked 330 clinicians to evaluate 225 CGM tracings and rank their clinical status in terms of these metrics: very low glucose and low glucose hypoglycemia, very high glucose and high glucose hyperglycemia, time in range, mean glucose, and coefficient of variation.

Then he took all the data and analyzed it in complex ways that I barely understood and came up with one number, the GRI, that captures what the clinicians considered important. The analysis showed that the clinician rankings depended primarily on two components: One related to hypoglycemia, which gives more weight to very low glucose than to low glucose hypoglycemia; and the other related to hyperglycemia, which gives greater weight to very high glucose than to high glucose.



These two components were combined into a single glycemic risk index, the GRI, that corresponds closely to the clinician rankings of the overall quality of glycemia. In terms of numbers, the best GRI is in the zero to 20th percentile and the worst in the 81st to 100th percentile. The GRI grid that is provided in the paper enables users to track sequential changes within an individual over time and compare groups of individuals.

As I said initially, at first I wasn’t sure of the utility of adding yet another number to the mix, but I realized that for triaging what I hope will be increasing amounts of CGM data in a health care system, this could help identify those patients who need the most urgent assistance. It can also help providers have an overall sense of how a patient is doing and whether or not they are improving.

The GRI is not yet in general use and needs to be studied to see if it is actually helpful in clinical practice; however, I like the concept. Given the need to increase provider understanding of CGM metrics overall, I think it is a good way for providers to identify which patients need further analysis of their CGM data for potential treatment modifications.

Thank you.

Anne L. Peters, MD, is a professor of medicine at the University of Southern California and director of the USC clinical diabetes programs. She has published more than 200 articles, reviews, and abstracts, and three books, on diabetes, and has been an investigator for more than 40 research studies.

A version of this article first appeared on Medscape.com.

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I want to talk about a new continuous glucose monitoring (CGM) metric known as glycemic risk index, or GRI. You may ask why we need another metric. We currently have multiple CGM metrics, including time in range, time below range, time above range, mean glucose, glucose management indicator (GMI), and coefficient of variation, and it seems like an overwhelming number of ways to look at the same data.

Dr. Anne L. Peters, director of the USC Clinical Diabetes Programs and a professor of medicine at Keck School of Medicine of USC
Dr. Anne L. Peters

The problem is that no single metric tells you exactly what is happening with the patient. For instance, a patient could be at a target time in range of 70%, but that could mean that 30% of that patient’s time is spent too low or even very low, which is a very serious problem, versus if 30% of their time was spent in a somewhat but not very high range, which requires less immediate attention.

Dr. David Klonoff and colleagues, including me, decided to see if one number could be used to identify which patients needed more immediate attention and which needed less. He asked 330 clinicians to evaluate 225 CGM tracings and rank their clinical status in terms of these metrics: very low glucose and low glucose hypoglycemia, very high glucose and high glucose hyperglycemia, time in range, mean glucose, and coefficient of variation.

Then he took all the data and analyzed it in complex ways that I barely understood and came up with one number, the GRI, that captures what the clinicians considered important. The analysis showed that the clinician rankings depended primarily on two components: One related to hypoglycemia, which gives more weight to very low glucose than to low glucose hypoglycemia; and the other related to hyperglycemia, which gives greater weight to very high glucose than to high glucose.



These two components were combined into a single glycemic risk index, the GRI, that corresponds closely to the clinician rankings of the overall quality of glycemia. In terms of numbers, the best GRI is in the zero to 20th percentile and the worst in the 81st to 100th percentile. The GRI grid that is provided in the paper enables users to track sequential changes within an individual over time and compare groups of individuals.

As I said initially, at first I wasn’t sure of the utility of adding yet another number to the mix, but I realized that for triaging what I hope will be increasing amounts of CGM data in a health care system, this could help identify those patients who need the most urgent assistance. It can also help providers have an overall sense of how a patient is doing and whether or not they are improving.

The GRI is not yet in general use and needs to be studied to see if it is actually helpful in clinical practice; however, I like the concept. Given the need to increase provider understanding of CGM metrics overall, I think it is a good way for providers to identify which patients need further analysis of their CGM data for potential treatment modifications.

Thank you.

Anne L. Peters, MD, is a professor of medicine at the University of Southern California and director of the USC clinical diabetes programs. She has published more than 200 articles, reviews, and abstracts, and three books, on diabetes, and has been an investigator for more than 40 research studies.

A version of this article first appeared on Medscape.com.

I want to talk about a new continuous glucose monitoring (CGM) metric known as glycemic risk index, or GRI. You may ask why we need another metric. We currently have multiple CGM metrics, including time in range, time below range, time above range, mean glucose, glucose management indicator (GMI), and coefficient of variation, and it seems like an overwhelming number of ways to look at the same data.

Dr. Anne L. Peters, director of the USC Clinical Diabetes Programs and a professor of medicine at Keck School of Medicine of USC
Dr. Anne L. Peters

The problem is that no single metric tells you exactly what is happening with the patient. For instance, a patient could be at a target time in range of 70%, but that could mean that 30% of that patient’s time is spent too low or even very low, which is a very serious problem, versus if 30% of their time was spent in a somewhat but not very high range, which requires less immediate attention.

Dr. David Klonoff and colleagues, including me, decided to see if one number could be used to identify which patients needed more immediate attention and which needed less. He asked 330 clinicians to evaluate 225 CGM tracings and rank their clinical status in terms of these metrics: very low glucose and low glucose hypoglycemia, very high glucose and high glucose hyperglycemia, time in range, mean glucose, and coefficient of variation.

Then he took all the data and analyzed it in complex ways that I barely understood and came up with one number, the GRI, that captures what the clinicians considered important. The analysis showed that the clinician rankings depended primarily on two components: One related to hypoglycemia, which gives more weight to very low glucose than to low glucose hypoglycemia; and the other related to hyperglycemia, which gives greater weight to very high glucose than to high glucose.



These two components were combined into a single glycemic risk index, the GRI, that corresponds closely to the clinician rankings of the overall quality of glycemia. In terms of numbers, the best GRI is in the zero to 20th percentile and the worst in the 81st to 100th percentile. The GRI grid that is provided in the paper enables users to track sequential changes within an individual over time and compare groups of individuals.

As I said initially, at first I wasn’t sure of the utility of adding yet another number to the mix, but I realized that for triaging what I hope will be increasing amounts of CGM data in a health care system, this could help identify those patients who need the most urgent assistance. It can also help providers have an overall sense of how a patient is doing and whether or not they are improving.

The GRI is not yet in general use and needs to be studied to see if it is actually helpful in clinical practice; however, I like the concept. Given the need to increase provider understanding of CGM metrics overall, I think it is a good way for providers to identify which patients need further analysis of their CGM data for potential treatment modifications.

Thank you.

Anne L. Peters, MD, is a professor of medicine at the University of Southern California and director of the USC clinical diabetes programs. She has published more than 200 articles, reviews, and abstracts, and three books, on diabetes, and has been an investigator for more than 40 research studies.

A version of this article first appeared on Medscape.com.

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Lifestyle changes can lead to remission, but not a cure, in type 2 diabetes

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Tue, 05/03/2022 - 15:02

Whenever I get a new patient with type 2 diabetes, who is generally on metformin, one of the very first questions they ask me is, “Can I get off my medication?” Everybody, it seems, who gets diabetes wants to not have diabetes.

So, what does this really mean? What does this mean to me as a clinician? And what does this mean to my patients? The American Diabetes Association recently came out with a consensus statement that defines and interprets the definition of remission in people with type 2 diabetes. Basically, if the hemoglobin A1c is less than 6.5% without diabetes medications for at least 3 months, that’s considered remission.

There are other considerations, such as metabolic surgery, that can lead to remission. But again, such patients should be 3 months post surgery and at least 3 months off diabetes medication. As for a lifestyle intervention, the authors state that remission really happens within about 6 months.

Dr. Anne L. Peters, director of the USC Clinical Diabetes Programs and a professor of medicine at Keck School of Medicine of USC
Dr. Anne L. Peters

That leads me to wonder: What is remission? Remission really means temporary recovery, so it doesn’t mean a cure. Now, I’m not against curing diabetes. In fact, I’m all for it. But when somebody gets diabetes – and honestly, it doesn’t matter whether it’s type 1 or type 2 – the first thing I think of, and I think the first thing that my patients are taught, is how important it is to have a healthy lifestyle. This healthy lifestyle isn’t just for people with diabetes; it largely means the healthy lifestyle that all of us should follow, one where we eat fewer simple carbs, less processed food, more vegetables, more lean proteins and meats – all of the things that we know we should do. And all of the things that keep us healthy. To some degree, I don’t think you can ever get “remission” from diabetes, because if having diabetes points an individual toward having a healthier lifestyle, I think that’s great.

I think people should exercise more. When it comes to treating diabetes, exercise is key. When you think about obesity, we want to help people who are overweight or obese lose weight as part of their treatment for diabetes. And that doesn’t go away, either.

So, no, people who are diagnosed with diabetes don’t really go into remission if they keep their same old habits and don’t lose weight and don’t exercise. But many people with diabetes can get off medication if they do those things.

However, it’s not true for everybody, and I don’t want people to get unrealistic expectations because I think there are probably about a thousand different subtypes of type 2 diabetes. And I’ve definitely seen people who are lean with type 2 diabetes who don’t respond as well to a lifestyle intervention, or people who are more insulin deficient, who also need medication.

I think it’s really important to frame the expectation that, if remission means going back to the way it was before, when they didn’t have to think about what they ate or whether or not they exercised, that’s not going to happen. I think diabetes should really be a wake-up call that people need to be healthier in terms of their lifestyle habits.

The issue of medication is really an individual one, and I think we need to help patients look for what’s best for the individual, what their targets are, what their goals are. But we also have to think that diabetes isn’t just about glucose.

So remission in terms of the ADA’s definition looks at glucose, but I look at more than glucose. You have to look at lipids and blood pressure. And, as I mentioned earlier, you have to look at whether or not a person has preexisting cardiovascular disease or has the presence of microvascular complications that need to be screened for and treated.

I actually think that, in some ways, the diagnosis of diabetes is helpful simply because it helps put people on a better path to health. I don’t want people to think that remission means that they can go back to unhealthy habits. I really encourage all people to live a healthier lifestyle, and if it leads to improvements in glucose levels and getting off medication, I think that’s wonderful and a worthy goal. But remember, health and meeting one’s targets remain key in the treatment of type 2 diabetes.
 

Dr. Peters is a professor in the department of clinical medicine at the University of Southern California, Los Angeles. She reported serving on the advisory board or speakers’ bureau of Medscape and several pharmaceutical companies, and has received research support from Dexcom, MannKind, and AstraZeneca. This perspective and an accompanying video first appeared on Medscape.com.

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Whenever I get a new patient with type 2 diabetes, who is generally on metformin, one of the very first questions they ask me is, “Can I get off my medication?” Everybody, it seems, who gets diabetes wants to not have diabetes.

So, what does this really mean? What does this mean to me as a clinician? And what does this mean to my patients? The American Diabetes Association recently came out with a consensus statement that defines and interprets the definition of remission in people with type 2 diabetes. Basically, if the hemoglobin A1c is less than 6.5% without diabetes medications for at least 3 months, that’s considered remission.

There are other considerations, such as metabolic surgery, that can lead to remission. But again, such patients should be 3 months post surgery and at least 3 months off diabetes medication. As for a lifestyle intervention, the authors state that remission really happens within about 6 months.

Dr. Anne L. Peters, director of the USC Clinical Diabetes Programs and a professor of medicine at Keck School of Medicine of USC
Dr. Anne L. Peters

That leads me to wonder: What is remission? Remission really means temporary recovery, so it doesn’t mean a cure. Now, I’m not against curing diabetes. In fact, I’m all for it. But when somebody gets diabetes – and honestly, it doesn’t matter whether it’s type 1 or type 2 – the first thing I think of, and I think the first thing that my patients are taught, is how important it is to have a healthy lifestyle. This healthy lifestyle isn’t just for people with diabetes; it largely means the healthy lifestyle that all of us should follow, one where we eat fewer simple carbs, less processed food, more vegetables, more lean proteins and meats – all of the things that we know we should do. And all of the things that keep us healthy. To some degree, I don’t think you can ever get “remission” from diabetes, because if having diabetes points an individual toward having a healthier lifestyle, I think that’s great.

I think people should exercise more. When it comes to treating diabetes, exercise is key. When you think about obesity, we want to help people who are overweight or obese lose weight as part of their treatment for diabetes. And that doesn’t go away, either.

So, no, people who are diagnosed with diabetes don’t really go into remission if they keep their same old habits and don’t lose weight and don’t exercise. But many people with diabetes can get off medication if they do those things.

However, it’s not true for everybody, and I don’t want people to get unrealistic expectations because I think there are probably about a thousand different subtypes of type 2 diabetes. And I’ve definitely seen people who are lean with type 2 diabetes who don’t respond as well to a lifestyle intervention, or people who are more insulin deficient, who also need medication.

I think it’s really important to frame the expectation that, if remission means going back to the way it was before, when they didn’t have to think about what they ate or whether or not they exercised, that’s not going to happen. I think diabetes should really be a wake-up call that people need to be healthier in terms of their lifestyle habits.

The issue of medication is really an individual one, and I think we need to help patients look for what’s best for the individual, what their targets are, what their goals are. But we also have to think that diabetes isn’t just about glucose.

So remission in terms of the ADA’s definition looks at glucose, but I look at more than glucose. You have to look at lipids and blood pressure. And, as I mentioned earlier, you have to look at whether or not a person has preexisting cardiovascular disease or has the presence of microvascular complications that need to be screened for and treated.

I actually think that, in some ways, the diagnosis of diabetes is helpful simply because it helps put people on a better path to health. I don’t want people to think that remission means that they can go back to unhealthy habits. I really encourage all people to live a healthier lifestyle, and if it leads to improvements in glucose levels and getting off medication, I think that’s wonderful and a worthy goal. But remember, health and meeting one’s targets remain key in the treatment of type 2 diabetes.
 

Dr. Peters is a professor in the department of clinical medicine at the University of Southern California, Los Angeles. She reported serving on the advisory board or speakers’ bureau of Medscape and several pharmaceutical companies, and has received research support from Dexcom, MannKind, and AstraZeneca. This perspective and an accompanying video first appeared on Medscape.com.

Whenever I get a new patient with type 2 diabetes, who is generally on metformin, one of the very first questions they ask me is, “Can I get off my medication?” Everybody, it seems, who gets diabetes wants to not have diabetes.

So, what does this really mean? What does this mean to me as a clinician? And what does this mean to my patients? The American Diabetes Association recently came out with a consensus statement that defines and interprets the definition of remission in people with type 2 diabetes. Basically, if the hemoglobin A1c is less than 6.5% without diabetes medications for at least 3 months, that’s considered remission.

There are other considerations, such as metabolic surgery, that can lead to remission. But again, such patients should be 3 months post surgery and at least 3 months off diabetes medication. As for a lifestyle intervention, the authors state that remission really happens within about 6 months.

Dr. Anne L. Peters, director of the USC Clinical Diabetes Programs and a professor of medicine at Keck School of Medicine of USC
Dr. Anne L. Peters

That leads me to wonder: What is remission? Remission really means temporary recovery, so it doesn’t mean a cure. Now, I’m not against curing diabetes. In fact, I’m all for it. But when somebody gets diabetes – and honestly, it doesn’t matter whether it’s type 1 or type 2 – the first thing I think of, and I think the first thing that my patients are taught, is how important it is to have a healthy lifestyle. This healthy lifestyle isn’t just for people with diabetes; it largely means the healthy lifestyle that all of us should follow, one where we eat fewer simple carbs, less processed food, more vegetables, more lean proteins and meats – all of the things that we know we should do. And all of the things that keep us healthy. To some degree, I don’t think you can ever get “remission” from diabetes, because if having diabetes points an individual toward having a healthier lifestyle, I think that’s great.

I think people should exercise more. When it comes to treating diabetes, exercise is key. When you think about obesity, we want to help people who are overweight or obese lose weight as part of their treatment for diabetes. And that doesn’t go away, either.

So, no, people who are diagnosed with diabetes don’t really go into remission if they keep their same old habits and don’t lose weight and don’t exercise. But many people with diabetes can get off medication if they do those things.

However, it’s not true for everybody, and I don’t want people to get unrealistic expectations because I think there are probably about a thousand different subtypes of type 2 diabetes. And I’ve definitely seen people who are lean with type 2 diabetes who don’t respond as well to a lifestyle intervention, or people who are more insulin deficient, who also need medication.

I think it’s really important to frame the expectation that, if remission means going back to the way it was before, when they didn’t have to think about what they ate or whether or not they exercised, that’s not going to happen. I think diabetes should really be a wake-up call that people need to be healthier in terms of their lifestyle habits.

The issue of medication is really an individual one, and I think we need to help patients look for what’s best for the individual, what their targets are, what their goals are. But we also have to think that diabetes isn’t just about glucose.

So remission in terms of the ADA’s definition looks at glucose, but I look at more than glucose. You have to look at lipids and blood pressure. And, as I mentioned earlier, you have to look at whether or not a person has preexisting cardiovascular disease or has the presence of microvascular complications that need to be screened for and treated.

I actually think that, in some ways, the diagnosis of diabetes is helpful simply because it helps put people on a better path to health. I don’t want people to think that remission means that they can go back to unhealthy habits. I really encourage all people to live a healthier lifestyle, and if it leads to improvements in glucose levels and getting off medication, I think that’s wonderful and a worthy goal. But remember, health and meeting one’s targets remain key in the treatment of type 2 diabetes.
 

Dr. Peters is a professor in the department of clinical medicine at the University of Southern California, Los Angeles. She reported serving on the advisory board or speakers’ bureau of Medscape and several pharmaceutical companies, and has received research support from Dexcom, MannKind, and AstraZeneca. This perspective and an accompanying video first appeared on Medscape.com.

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