What Diabetes Medicine Do I Use When? Elizabeth J. Murphy, MD, DPhil - - PowerPoint PPT Presentation

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What Diabetes Medicine Do I Use When? Elizabeth J. Murphy, MD, DPhil - - PowerPoint PPT Presentation

What Diabetes Medicine Do I Use When? Elizabeth J. Murphy, MD, DPhil June 15, 2020 I have no financial interests or relationships to disclose. Today Overview of the advantages and disadvantages of the different classes of drugs (thinking like


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Elizabeth J. Murphy, MD, DPhil June 15, 2020

What Diabetes Medicine Do I Use When?

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SLIDE 2

I have no financial interests or relationships to disclose.

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SLIDE 3

Today

  • Overview of the advantages and disadvantages of the different

classes of drugs (thinking like an internist)

  • Review the data (as of now) for cardiovascular and renal
  • utcomes
  • Practice critical review of diabetes drug comparator studies
  • Put some of it together?
  • Won’t cover:

– Insulins – Role of CGM and insulin pumps

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SLIDE 4

Diabetes Care. Published online Oct 22, 2008

2008 ADA Type 2 Consensus Statement Diabetes Treatment Algorithm

An American Diabetes Association consensus statement represents the authors’ collective analysis, evaluation, and opinion at the time of publication and does not represent official association opinion.

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SLIDE 5

Revised Consensus Algorithm - ADA and EASD

Diabetes Care 31:173, 2008.

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SLIDE 6

Diabetes Care, Diabetologia. 19 April 2012

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SLIDE 7

Less Well‐Validated Buffet for DM2

ADA Standards of Medical Care in Diabetes 2017

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SLIDE 8

Glucose-lowering medication in type 2 diabetes: overall approach.

Diabetes Care 2020;43:S98-S110

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SLIDE 9

Decision cycle for patient‐centered glycemic management in type 2 diabetes. Davies MJ, D’Alessio DA, Fradkin J, et al. Diabetes Care 2018;41:2669–2701.

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SLIDE 10

Diabetes Complications in the US

Microvascular

  • Retinopathy, nephropathy, neuropathy
  • Leading cause of

– end stage renal disease – blindness – non‐traumatic amputations

Macrovascular

  • CAD, stroke, PVD
  • 2 x increase risk for CVD death
  • 2‐4 x increased risk of stroke
  • Prevalence of DM in patients

hospitalized for HF > 40%

  • DM is strongest risk factor for PVD

(OR 2.72)

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SLIDE 11

Managing Complications

  • Tight glucose control reduces microvascular complications

– The lower you go the better – The earlier in the disease the better – Effects last long after tight control is over

  • Tight glucose control early in the disease reduces

macrovascular complications many years later

  • BP control reduces micro and macrovascular complications
  • Lipid management reduces macrovascular complications
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SLIDE 12

12

Tight Control Trials 1970s‐1990s

  • United Kingdom Prospective Diabetes Study (UKPDS)

‐ Type 2 DM

  • Diabetes Control and Complications Trial (DCCT) and follow on

Epidemiology of Diabetes Interventions and Complications (EDIC) ‐ Type 1 DM

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SLIDE 13

13

Tight Glucose vs Tight Blood Pressure Control in the UKPDS

Stroke Any Diabetic Endpoint DM Deaths Microvascular Complications

  • 5 0
  • 4 0
  • 3 0
  • 2 0
  • 1 0

% Reduction I n Relative Risk

Tight Glucose Control

3 2 % 1 0 % 1 2 % 5 % + P < 0 .0 5 com pared to conventional rx * P < 0 .0 5 com pared to glucose control Turner RC, et al. BMJ. 1998;317:703-713.

+ +

Tight BP Control

+ * + *

3 7 % 3 2 % 2 4 % 4 4 %

+ * + *

7% v. 7.9% A1C

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SLIDE 14

Nathan D for the DCCT/EDIC Research Group Diabetes Care 2014;37:9‐1614

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SLIDE 15

15

JAMA 2003;290:2159‐2167.

DCCT/EDIC –T1DM

Tight Control A1C 7.2 v Usual Care 9.1%

Prevalence and Incidence of Albuminuria

EDIC Both Groups A1C 8%

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SLIDE 16

N Engl J Med 2005;353:2643-2653

DCCT/EDIC ‐ Cumulative Incidence CVD Outcomes

42% reduction in CVD risk 57% reduction in risk of nonfatal MI, stroke or CVD death

8.0 v 8.1 % A1C [----------------------------------------------] A1C 7.2 v 9.1%

At 30 y Follow up 30% reduction in CVD risk 32% reduction in risk of nonfatal MI, stroke or CVD death

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SLIDE 17

1980s

9%

Before DCCT, UKPDS Sulfonylurea Insulin 1990s

8%

After DCCT + Metformin 1997 + TZD

7%

After DCCT, UKPDS

Glycemic Targets Over the Years

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SLIDE 18

Crude and Age-Adjusted Incidence of End-Stage Renal Disease Related to Diabetes Mellitus (ESRD-DM) per 100,000 Diabetic Population, United States, 1980–2008

http://www.cdc.gov/diabetes/statistics/esrd/fig7.htm

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SLIDE 19

1980s

9%

Before DCCT, UKPDS Sulfonylurea Insulin 1990s

8%

After DCCT + Metformin 1997 + TZD

7%

After DCCT, UKPDS

Glycemic Targets Over the Years

2006 + Incretin

? 6%

And focus on CVD prevention

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SLIDE 20

1980s

9%

Before DCCT, UKPDS Sulfonylurea Insulin 1990s

8%

After DCCT + Metformin 1997 + TZD

7%

After DCCT, UKPDS

Glycemic Targets Over the Years

2006 + Incretin

? 6%

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SLIDE 21

Follow on Effects

  • FDA mandated CV outcome trials for safety
  • Recognition that tight control in established CVD

is likely not beneficial

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SLIDE 22

1980s 1990s 1997

9%

Before DCCT, UKPDS Sulfonylurea Insulin

8%

After DCCT + Metformin + TZD

7%

After DCCT, UKPDS

Glycemic Targets Over the Years

2006 + Incretin

? 6% 7%

After ACCORD 2008 + Mortality

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SLIDE 23

A1C Goal Efficacy

Comorbidities Complications (CKD, obesity, HF , CAD)

Adverse Effects Risks/Hypoglycemia Patient Acceptance Cost Cardiovascular Benefit/Harm

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A1C Targets

  • < 7% ‐ is appropriate for many nonpregnant adults. A
  • < 6.5% ‐ might be reasonable for select patients C
  • < 8% (“less stringent A1C goals”) may be appropriate if: (B)

– h/o severe hypoglycemia – limited life expectancy – advanced micro or macrovascular complications – extensive comorbid conditions – longstanding DM and can’t get to goal despite trying really hard

ADA Diabetes Standards of Care 2020

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25

A1C COST

Metformin 1-2% $4 $4 Sulfonylurea 1-2% $5 $4 Pioglitazone 0.5-1.5% $20 $11 Exenatide 0.5-1.5% $450 $728 Canagliflozin 0.5-1.0% $330 $520 Sitagliptin 0.5-0.8% $320 $475 Acarbose 0.5-0.8% $30 $19

Good Rx.com 10/2014 6/2020

$498 $731 $455

10/2019

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Metformin

Advantages

  • Lowers A1C 1.5‐2%
  • Weight loss (0‐2 kg)
  • Lowers TG, LDLc; Increases HDLc
  • Data supports decrease in CVD

mortality and perhaps all cause mortality

  • No hypoglycemia when used alone
  • Inexpensive

Disadvantages

  • Majority of patients with GI SE
  • Minimal risk of lactic acidosis
  • Impairs B12 absorption
  • Need to stop when GFR < 30

26

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SLIDE 27

Sulfonylureas

Advantages

  • Lowers A1C 1.5‐2%
  • Inexpensive

Disadvantages

  • Weight gain
  • Hypoglycemia

27

CVD???

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SLIDE 28

MEDPAGE TODAY

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SLIDE 29
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Antonios Douros et al. BMJ 2018;362:bmj.k2693

Forest plot summarising the primary analysis and all sensitivity analyses

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SLIDE 31

77,138

Metformin Monotherapy Users

25,699

Adding or switching to SU

13,217

Adding SU

9,800

Switching to SU

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SLIDE 32

0.5 2.5 4.5 6.5 8.5

Myocardial Infarction Adding SU Switching to SU Ischemic Stroke Adding SU Switching to SU CV Death Adding SU Switching to SU All Cause Mortality Adding SU Switching to SU

Adjusted HR (95% CI)

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SLIDE 33

Adding a sulfonylurea to metformin does not increase the risk of cardiovascular disease but replacing metformin with a sulfonylurea does

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SLIDE 34

MEDPAGE TODAY

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Sulfonylureas

Advantages

  • Lowers A1C 1.5‐2%
  • Inexpensive

Disadvantages

  • Weight gain
  • Hypoglycemia

35

CVD: The Jury’s Still Out

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Thiazolidinediones

(rosiglitazone, pioglitazone)

(PPAR‐γ Agonists)

Advantages

  • Lowers A1C 0.5‐1.5%
  • No hypoglycemia when used alone
  • Inexpensive
  • Likely benefit in fatty liver and NASH
  • Benefit shown in diabetes prevention

Disadvantages

  • Weight gain (2‐5 kg)
  • Increased fracture (osteoporosis) and

bladder cancer

  • Edema (up to 30% of patients)
  • Contraindicated in HF

36

Notes: ‐ Stop TZDs when insulin is started ‐ Effectiveness is very patient dependent, stop if it’s not doing anything

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SLIDE 37

Thiazolidinediones – CVD

Good

  • Benefit post stent/revascularization
  • Benefit after stroke/TIA in insulin

resistant patients without diabetes1

  • Some studies with decreased death,

MI, Stroke2

Not So Good

  • Increases rates of serious HF
  • Some studies with increased mortality

37 1N Engl J Med 2016; 374:1321‐1331. 2JAMA 2007; 298: 1180‐1188

Preference for pioglitazone

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SLIDE 38

The Incretins

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Normal Control Subject

Insulin Response to Oral vs Intravenous Glucose

J Clin Invest 1967; 46:1954-1962

Oral Intravenous

60

Insulin (U/mL)

30 60 120 180 30 90 150 90

Minutes

  • GIP, GLP-1, CCK
  • Reduced in DM2
  • T1/2 2-5 minutes
  • Breakdown by DPPIV
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DPPIV Inhibitors

(gliptins)

Advantages

  • No hypoglycemia when used alone
  • ?

Disadvantages

  • Poor A1C lowering (0.5‐0.8%)
  • Expensive
  • Possibly higher rates of admission for

HF (worse with sitagliptin?), otherwise CV neutral

  • Pancreatitis?
  • Joint pain?

40

Notes: ‐ Weight neutral ‐ Stop when insulin is started ‐ Don’t start if you are more than 0.8% from your A1C goal

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SLIDE 41

41

CD26

  • Expressed on the surface of most cell types
  • T‐cell activation marker
  • 62 known substrates
  • Tumor suppressor role
  • Inhibitors inhibit T‐cell proliferation
  • Good or evil: CD26 and HIV infection.

J Derm Sci. 2000; 22:152‐60.

  • Role of CD26/dipeptidyl peptidase IV in human T cell activation and function.

Front Biosci. 2008;13:2299‐310.

  • Dipeptidyl peptidase IV (DPPIV), a candidate tumor suppressor gene in

melanomas is silenced by promoter methylation. Front Biosci. 2008 13:2435‐43.

/DPPIV

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DPPIV Inhibitors

(gliptins)

Advantages

  • No hypoglycemia when used alone
  • ?

Disadvantages

  • Poor A1C lowering (0.5‐0.8%)
  • Expensive
  • Possibly higher rates of admission for

HF (worse with sitagliptin?), otherwise CV neutral

  • Pancreatitis?
  • Joint pain?

42

Notes: ‐ Weight neutral ‐ Stop when insulin is started ‐ Don’t start if you are more than 0.8% from your A1C goal ‐ Immune modulating effects (good or bad?) ‐ Be cautious in HIV disease

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SLIDE 43

‐Glucosidase Inhibitors (acarbose)

Advantages

  • No hypoglycemia when used alone
  • Weight loss or weight neutral
  • Inexpensive
  • Benefit shown in diabetes prevention

Disadvantages

  • Poor A1C lowering (0.5‐0.8%)
  • GI side effects (gas/bloating)

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Notes: ‐ Limited data shows CVD neutral ‐ Don’t start if more than 0.8% from A1C goal ‐ Need glucose for hypoglycemia

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GLP‐1 Analogues

Advantages

  • Good A1C lowering (0.5‐1.5%)
  • Excellent weight loss (2‐4 kg)
  • No hypoglycemia when used alone
  • Some require only once a week

injection

Disadvantages

  • GI side effects (nausea, vomiting,

diarrhea, abdominal pain)

  • Injectable except for oral semilgutide
  • Expensive
  • Pancreatitis?
  • Risk of C‐cell tumors (medullary thyroid

cancer – h/o other thyroid cancers not a contraindication)

44

Heloderma suspectum Gila Monster

CVD AND RENAL OUTCOMES?

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Liraglutide (Victoza GLP-1): CV outcomes

Marso SP et al. N Engl J Med 2016;375:311-322

CV Death HR 0.78*

Marso SP et al. N Engl J Med 2016;375:311-322

1° Outcome HR 0.87* Nonfatal Stroke, NS Nonfatal MI, NS

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SLIDE 46

Marso SP et al. N Engl J Med 2016;375:311-322

Marso SP et al. N Engl J Med 2016;375:311-322

Liraglutide (Victoza): CV outcomes

Death HR 0.85* HF Hosp, NS

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SLIDE 47

Mann et al. N Engl J Med 2017;377:839

Liraglutide (Victoza): Renal Outcomes

HR 0.78*

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GLP‐1 Agonists and Renal Outcomes

  • All analyses are secondary analysis and the majority of data is

in high CVD risk folks

  • Consistently suggest renal protective effect
  • Across the board 17% RR reduction
  • Driven primarily by decrease in urinary albumin excretion/new

macroalbuminuria

  • Need trials with primary endpoint of hard renal outcomes
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GLP‐1 Agonists Trade Name Indication Cost/month

(Good Rx.com 6 2020)

Abliglutide Tanzeum NA exenatide Byetta/Bydureon

  • 1. Glucose control

$731/$691 dulaglutide Trulicity

  • 1. Glucose control
  • 2. Reduce risk of major CV events

in patients with established CVD or multiple CV risk factors

$693 liraglutide (a) Victoza (b) Saxenda

  • 1. Glucose control
  • 2. Reduce risk of major

cardiovascular events in patients with established CVD.

  • 1b. Chronic weight management

$963 $1288 semaglutide Ozempic (b) Rybelsus

  • 1. Glucose control
  • 1b. Glucose control

$808 $770 lixisenatide Adlixin

  • 1. Glucose control

$645

GLP‐1 Agonists Indications in Adults (with DM2)

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SLIDE 50

SGLT1

(180 L/day) (900 mg/L)=162 g/day

10%

Glucose

No Glucose S1 S3

Renal Handling of Glucose

SGLT2

90% Lots of Glucose

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SLIDE 51

Canvas Trial

Neal Neal et et al al, N Engl J Med 2017; 377:644‐657 DOI: 10.1056/NEJMoa1611925.

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SLIDE 52

SGLT2‐Inhibitors

Advantages

  • Modest weight loss
  • Lower blood pressure
  • No hypoglycemia when used alone

Disadvantages

  • Modest A1C lowering (0.5‐1%)
  • Increased fractures
  • Increase in UTI and genital infections
  • Decreases GFR
  • Fournier’s Gangrene?
  • Euglycemic DKA

52

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SLIDE 53

Laboratory Tests:

UA 3+ glucose, + ketones hydroxybuterate 10.3 mmol/L Lactate 0.6 ABG: 7.20/23/90 Lipase 369.

53

43 yo Hispanic man with history of IDDM, HTN, hyperTG and bumex treated heart failure presents with 2 days of epigastric abdominal pain and 1 day of nausea and vomiting. 138 96 10 3.5 14 0.72 167

Medications:

NPH 50 units BID Aspart 25 units QAC Aspart correction 3:50 > 175 Metformin 1 gm bid Canagliflozin 300 mg daily Atorva 80 mg daily Fenofibrate 160 mg daily Omega-3 FA 1 gm daily

A1C 8.9%

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SLIDE 54

Laboratory Tests:

UA 3+ glucose, + ketones hydroxybuterate 10.3 mmol/L Lactate 0.6 ABG: 7.20/23/90 Lipase 369.

54

43 yo Hispanic man with history of IDDM, HTN, hyperTG and bumex treated heart failure presents with 2 days of epigastric abdominal pain and 1 day of nausea and vomiting. 138 96 10 3.5 14 0.72 167

Medications:

NPH 50 units BID Aspart 25 units QAC Aspart correction 3:50 > 175 Metformin 1 gm bid Canagliflozin 300 mg daily Atorva 80 mg daily Fenofibrate 160 mg daily Omega-3 FA 1 gm daily

A1C 8.9%

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SLIDE 55

1997!! 1997!!

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SLIDE 56

Diabetes Subtypes

  • Type 1 Diabetes
  • Type 2 Diabetes
  • Ketosis Prone Type 2 Diabetes
  • LADA: Latent Autoimmune Diabetes in Adults
  • Post pancreatitis diabetes.
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SLIDE 57

Laboratory Tests:

UA 3+ glucose, + ketones hydroxybuterate 10.3 mmol/L (0.4-0.5) Lactate 0.6 ABG: 7.20/23/90 Lipase 369 Blood Lipemic

57

43 yo Hispanic man with history of IDDM, HTN, hyperTG and bumex treated heart failure presents with 2 days of epigastric abdominal pain and 1 day of nausea and vomiting. 138 96 10 3.5 14 0.72 167

Medications:

NPH 50 units BID Aspart 25 units QAC Aspart correction 3:50 > 175 Metformin 1 gm bid Canagliflozin 300 mg daily Atorva 80 mg daily Fenofibrate 160 mg daily Omega-3 FA 1 gm daily

TG 8807 mg/dL A1C 8.9%

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SLIDE 58

Laboratory Tests:

UA 3+ glucose, + ketones hydroxybuterate 10.3 mmol/L (0.4-0.5) Lactate 0.6 ABG: 7.20/23/90 Lipase 369 Blood Lipemic

58

43 yo Hispanic man with history of IDDM, HTN, hyperTG and bumex treated heart failure presents with 2 days of epigastric abdominal pain and 1 day of nausea and vomiting. 138 96 10 3.5 14 0.72 167

Medications:

NPH 50 units BID Aspart 25 units QAC Aspart correction 3:50 > 175 Metformin 1 gm bid Canagliflozin 300 mg daily Atorva 80 mg daily Fenofibrate 160 mg daily Omega-3 FA 1 gm daily

TG 8807 mg/dL A1C 8.9%

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Euglycemic Ketoacidosis

What we think we know

  • Patients at increased risk for DKA are at increased risk of

euglycemic ketoacidosis

  • Reported precipitants are things that result in relative

insulin deficiency OR promote ketones

  • Reduction or stopping insulin
  • Severe acute illness/stress (e.g. surgery)
  • Dehydration
  • Extensive exercise
  • Low carbohydrate diets/poor PO intake/fasting
  • Excessive alcohol intake
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SLIDE 60

Euglycemic Ketoacidosis

What we think we know

  • Ketoacidosis can still occur several days after the SGLT2i is

stopped

  • Normal urine ketones might be misleading so check plasma

ketones if concerned.

  • Symptoms are similar to DKA with n/v, lethargy, abdominal

pain but the glucose is relatively normal

  • Treat with insulin and carbohydrates to correct relative insulin

deficiency and dampen glucagon response

  • For now would avoid use in hospital
  • More common in woman
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SGL SGLT2‐Inhibi Inhibitor tors

Advantages

  • Modest weight loss
  • Lower blood pressure
  • No hypoglycemia when used

alone

Disadvantages

  • Modest A1C lowering (0.5‐1%)
  • Increased fractures
  • Increase in UTI and genital

infections

  • Decreases GFR
  • Fournier’s Gangrene?
  • Euglycemic DKA

61

CVD AND RENAL OUTCOMES?

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SLIDE 62

Zinman B et al. N Engl J Med 2015;373:2117‐2128.

Empagliflozin (SGLT2): CV and Mortality Benefit

Death – HR 0.68* CV Death HR 0.62* Hosp HF – HR 0.65* Primary Outcome– HR 0.86*

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SLIDE 63

V Pe Perkovic et al

  • al. N Eng

Engl J Med Med 2019;380:2295 2019;380:2295‐230 2306. 6.

Canagliflozin and Renal and Cardiovascular Outcomes

CV Death - HR 0.78* Death – HR 0.83 ESRD- HR 0.68* HD, Tx, Death HR 0.72*

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SLIDE 64

V Pe Perkovic et al

  • al. N Eng

Engl J Med Med 2019;380:2295 2019;380:2295‐230 2306. 6.

Canagliflozin and Renal Outcomes

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SLIDE 65
  • Ejection fraction of 40% or less
  • 60% of enrolled WITHOUT Diabetes
  • ACE/ARB/ARNI 94%, beta‐blocker 96%, mineralocorticoid

receptor antagonist 71%

McMurray et al., NEJM 2019; 381:1995‐2008

DAPA‐HF

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SLIDE 66

Diabetes Medications and Heart Failure 6 6

DapaHF N Engl J Med 2019; 381:1995‐2008 DOI: 10.1056/NEJMoa1911303

HF Hospitalization HR 0.70* Death HR 0.83* CV Death HR 0.82*

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SLIDE 67

SGLT2‐Inhibitors

Advantages

  • Modest weight loss
  • Lower blood pressure
  • No hypoglycemia when used alone
  • Decreases GFR 
  • Prevents death in patients with

established CVD

  • Prevents renal failure in patients with

renal disease

Disadvantages

  • Modest A1C lowering (0.5‐1%)
  • Increased fractures
  • Increase in UTI and genital infections
  • Fournier’s Gangrene?
  • Euglycemic DKA

67

BIG Advantages

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SLIDE 68

SGLT2 Inhibitors ‐ Indications in Adults with DM2

SGL2 Inhibitors Trade Name FDA Approved Indications Cost/mth

(Good rx.com 6/2020)

canagliflozin Invokana

1. Glucose control 2. Reduce risk of major CV adverse events in patients with established CVD 3. Reduce risk of ESRD, doubling of creatinine, CV death, hospitalization for HF ‐ in patients with diabetic nephropathy with albuminuria

$520 dapagliflozin Farxiga*#

1. Glucose control 2. Reduce risk of hospitalization for HF in patients with CVD or CV risk factors

$500 empagliflozin Jardiance

1. Glucose control 2. Reduce the risk of CV death in patients with established CVD

$504 ertuglifozin Steglatro

1. Glucose control

$300

*Forxiga is approved in Europe for DM1 #Dapagliflozin now approved for the treatment of HF in patients without DM2

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SLIDE 69

1980s

9%

Before DCCT, UKPDS Sulfonylurea Insulin 1990s

8%

After DCCT + Metformin 1997 + TZD

7%

After DCCT, UKPDS

Glycemic Targets Over the Years

2006 + Incretin

? 6% 7%

After ACCORD 2008 + Mortality 2016

7-8%

After CV trials + SGLT2

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SLIDE 70

Putting it all Together?

WEIGHT IS A MAJOR ISSUE:

‐ Beware with SU/TZD ‐ Consider GLP‐1 first (more A1C lowering and weight loss) ‐ Consider SGLT2i second

FAR FROM A1C GOAL

‐ Consider SU/TZD first for most effect ‐ Avoid DPPIV, BAS, bromocriptine ‐ SGLT2i okay for other reasons but not for A1C lowering

HIGH ASCVD (Established or risk):

‐ Consider GLP‐1 (with proven benefit) first (more A1C lowering and weight loss) ‐ Consider SGLT2i second

HIGH RISK FOR HYPOGLYCEMIA:

‐ Avoid SU and insulin

HF OR CKD:

‐ Consider SGLT2i (with proven benefit) first ‐ Consider GLP‐1 second especially if needed for A1C lowering/renal benefit ‐ Avoid TZD

Metformin

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SLIDE 72

72

A1C COST

Metformin 1-2% $4 $4 Sulfonylurea 1-2% $5 $4 Pioglitazone 0.5-1.5% $20 $11 Exenatide 0.5-1.5% $450 $728 Canagliflozin 0.5-0.1% $330 $520 Sitagliptin 0.5-0.8% $320 $475 Acarbose 0.5-0.8% $30 $19

Good Rx.com 10/2014 6/2020

$498 $731 $455

10/2019

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SLIDE 73

REFERENCES

ADA 2020 Standards of Care (Readers Digest version for Primary Care) https://clinical.diabetesjournals.org/content/38/1/10 In depth discussion of pharmacologic therapies. 2020 https://care.diabetesjournals.org/content/43/Supplement_1/S98.full-text.pdf Full supplement for ADA 2020 Standards of Care https://care.diabetesjournals.org/content/43/Supplement_1 Nice review of the data on renal effects of GLP‐1 Agonists https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7136364/#Sec5title

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