Skip to main content
Clinical Medicine Insights. Endocrinology and Diabetes logoLink to Clinical Medicine Insights. Endocrinology and Diabetes
. 2019 Aug 14;12:1179551419866811. doi: 10.1177/1179551419866811

Potential Impact on Lipoprotein Subfractions in Type 2 Diabetes

Yuka Kamijo 1,2, Hideto Ishii 1,3, Tomohiko Yamamoto 4, Kunihisa Kobayashi 5, Hiroyuki Asano 3, Shunji Miake 6, Eiichiro Kanda 1,7, Hidenori Urata 4, Masayuki Yoshida 1,
PMCID: PMC6696845  PMID: 31452606

Abstract

Introduction:

Recently, the sodium-glucose cotransporter2 (SGLT2) inhibitor empagliflozin has been shown to lower cardiovascular risk among diabetic patients. It is intriguing that some SGLT2 inhibitors have been found to increase low-density lipoprotein (LDL) cholesterol levels, while the relevance to high-density lipoprotein (HDL) cholesterol is unknown. Although the inhibitory effect of SGLT2 inhibitors on glucose reabsorption may accelerate compensatory lipid metabolism and subsequently reduce body weight and affect the lipid profile, much remains unclear about this mechanism. Therefore, we conducted this study to investigate in detail how canagliflozin affects lipoprotein fractions including LDL and HDL subclasses.

Materials and Methods:

This study is a multicenter prospective study. The participants were patients with 22 type 2 diabetes (60.7 ± 11.6 years, 59.1% of men) who had HbA1c ⩾ 7.0% and consented to participate in the study. They were administered 100 mg canagliflozin orally once per day. Biochemistry test and cholesterol levels of 20 lipoprotein fractions (G1-G20) using high performance liquid chromatography methods were examined before and after 12 weeks of treatment period.

Results:

Significant decreases were observed in the participants’ body weight (69.7 to 67.9 kg, P < .001), systolic blood pressure (129.3 to 119.5 mm Hg, P < .01), and HbA1c (8.5% to 7.4%, P < .001). Cholesterol levels in the 20 lipoprotein fractions increased for very large HDL (G14, G15) and large HDL (G16) (P < .05).

Conclusions:

Reduction in body weight, improvement of blood glucose levels, and increases in very large HDL and large HDL subclasses were observed after canagliflozin treatment. These beneficial changes might contribute to subsequent suppression of cardiovascular outcomes.

Keywords: Canagliflozin, SGLT2 inhibitor, lipid metabolism, 20 lipoprotein fractions, large HDL, LDL subclasses

Introduction

The sodium-glucose cotransporter2 (SGLT2) inhibitors are pharmacologic inhibitors that inhibit the SGLT2 function. In a large-scale clinical study, EMPA-REG OUTCOME, evaluating the safety of 1 of SGLT2 inhibitors, empagliflozin, in the cardiovascular system has been shown to have a significant reduction in risks for primary endpoints including cardiovascular mortality compared with the control groups.1

The sodium-glucose cotransporter2 inhibitor, canagliflozin, was found to increase low-density lipoprotein-cholesterol (LDL-C) levels during its development.2 Similar observations have been reported with other inhibitors of SGLT2, suggesting the possibility of a class effect.3 The mechanism of action is thought to involve the inhibition of glucose reabsorption exerted by SGLT2 inhibitors, leading to an enhancement of compensatory lipid metabolism, thereby affecting body weight reduction and lipid profiles as secondary effects. It is also reported that SGLT2 inhibitor reduces glucose metabolism while enhancing use of lipids, ketones, and branched-chain aminoacids.4 However, few detailed investigations on such changes in lipid profiles caused by SGLT2 inhibitor have been performed.2,3 In addition, although coronary artery protective effect of high-density lipoprotein–cholesterol (HDL-C),5 especially large HDL-C has been reported,68 there are few reports on the effect of SGLT2 inhibitor on HDL-C.

In this study, we investigated changes in lipids as well as 20 lipoprotein fractions after 3 months of repeated administrations of SGLT2 inhibitor, canagliflozin, in patients with type 2 diabetes.

Aims

In this study, we aimed to examine the details of the effects of SGLT2 inhibitors on lipid profiles. For this, we orally administered 100 mg of canagliflozin per day in patients with type 2 diabetes for 3 months and examined changes in lipid data (triglyceride [TG], total cholesterol [TC], apoprotein-B [Apo-B]), cholesterol in 4 main lipoprotein fractions (chylomicron [CM], very-low-density lipoprotein [VLDL], LDL, HDL), cholesterol in 20 detailed lipoprotein fractions (G1-G20) before and after the drug administration. Cholesterols and neutral lipids contained in lipoprotein, main fractions (CM, VLDL, LDL, HDL), and 20 detailed lipoprotein fractions (subclass determined by the particle size) were analyzed using gel filtration high performance liquid chromatography (HPLC) methods.9

Materials and Methods

Participants

This study is a multicenter study conducted at 4 clinical facilities and 2 research facilities. The participants were recruited at 4 clinical facilities (Medical Hospital of Tokyo Medical and Dental University, Tokyo, Japan; Asano clinic, Saitama, Japan; Fukuoka University Chikushi Hospital, Fukuoka, Japan; Sugi Hospital, Fukuoka, Japan.). The surveyed population satisfied the following inclusion criteria: (1) patients who were suffering from type 2 diabetes, (2) patients between the age of 20 and 75, and (3) patients who had an HbA1c value (NGSP) of ⩾7.0%. Patients characterized by (1) any acute disorders or infectious diseases; (2) hospitalization; (3) prior to or post-surgery; (4) contraindicated for canagliflozin (Canaglu tablet, 100 mg), that is, with a history of hypersensitivity to the ingredients of the investigational drug, severe ketosis, diabetic coma or precoma, taking diuretic drugs, with renal dysfunction, estimated glomerular filtration rate (eGFR) below 45 mL/min/1.73 m2 or on dialysis10; or (5) taking fibrates, pioglitazone (Actos), or SGLT2 inhibitors were excluded from the study. The study was approved by the Ethics Committee of all facilities, and it fully complied with the provisions of the Declaration of Helsinki. Informed consent was obtained from all individual participants.

Research design and treatment methods

This study is a multicenter, open-label, single-arm, prospective study. The registration period was February 1 to October 20, 2016. We received informed consent from all participants and then conducted each examination. The study started on July 20, 2017, and followed up until October 20, 2017. The study design is depicted in Figure 1. During the pre-visit prior to the start of administration of the investigational drug, the candidates were presented with written consent documents describing the purpose of the study and the potential risks associated with it. After agreeing to consent, patients were interviewed and underwent various tests to determine their eligibility as well as for exclusion criteria. Once patients met all the criteria, they were registered for the trial.

Figure 1.

Figure 1.

The study design: Administration of canagliflozin (CANAGLU Tablets 100 mg) to patients was carried out starting the day after visit 1. Blood tests took place at visit 1 (baseline) and visit 2 (end of the study after 3 months of drug administration).

Administration of canagliflozin (CANAGLU Tablets 100 mg) to patients was carried out starting the day after visit 1, with one 100-mg dose per day taken before or after breakfast via oral administration. The period of administration was set to 3 months to observe increasing LDL levels until they reach a plateau. Observations and blood tests during the period of investigational drug administration took place at visit 1 (baseline) and visit 2 (end of the study after 3 months of drug administration). At each visit, blood sample was taken for blood glucose, lipids, and blood biochemical testing, and samples were provided to the central measurement institution (for measurement and evaluation under uniform conditions).

Fibrate-related drugs and pioglitazone (Actos) were prohibited during the administration of the investigational drug due to its known effects on lipid profiles. The following patient treatments already being taken were allowed during the study: statins for hyperlipidemia treatment, ezetimibe, resin products, probucol, nicotinic acid derivative, polyunsaturated fatty acid, diabetes drugs such as DPP-4 inhibitor, GLP-1 receptor agonists, biguanides, α-glucosidase inhibitors, sulfonylurea drugs, fast acting insulin secretory drugs, and insulin derived drugs. However, they were not allowed to change the usage and dosage as well as be prescribed new drugs.

Measurements for evaluation

The background of registered patients including age (date of birth), sex, height, weight, body mass index (BMI), presence or absence of comorbid hyperlipidemia, and allergies for SGLT2 inhibitors were evaluated during the pre-visit (at the time of registration).

Measurements made for efficacy study at pre-visit, visit 1 (start of administration), and visit 2 (3 months after the start) included HbA1c as a blood glucose evaluation item, 20 detailed lipoprotein fractions (chylomicron-cholesterol [CM-C]), very-low-density lipoprotein–cholesterol (VLDL-C), LDL-C, HDL-C, large HDL–cholesterol (LHDL-C), very large HDL–cholesterol (VLHDL-C), small dense LDL–cholesterol (sd-LDL-C), TC, TG, and non-HDL cholesterol (calculated value) as lipid-related items, body weight, and BMI. The 20 detailed lipoprotein fractions were measured at Skylight Biotech Analysis Center (Akita, Japan) using Lipo SEARCH high sensitivity gel filtration HPLC method.

Measurements made for safety study at pre-visit, visit 1, and visit 2 included subjective and objective symptoms, vital signs (systolic and diastolic blood pressure, heart rate at sitting position), and blood biochemical tests (aspartate aminotransferase [AST], alanine aminotransferase [ALT], alkaline phosphatase [ALP], blood urea nitrogen [BUN], γ-glutamyl transpeptidase [γGTP], creatine kinase [CK], uric acid, creatinine [Cre], BUN, eGFR [calculated values], Apo-B, LDL-C). Adverse events, their symptoms, and severity were monitored throughout the study period.

To evaluate the efficacy of the drug, the following 3 points were used as primary measurements: (1) measurements of 20 detailed lipoprotein fractions and their changes in magnitude and ratio from baseline, (2) measurements of blood glucose–related items and their change in magnitude and ratio from baseline, and (3) measurements of weight and BMI and their change in ratio from baseline.

To evaluate the safety of the drug, the following 3 points were used as sub-primary measurements: (1) measurement of clinical tests (blood biochemical tests) and their changes in magnitude and ratio from baseline, (2) vital measurements and their changes in magnitude and ratio from baseline, and (3) adverse events raised between baseline and visit 2.

Statistical analysis

We evaluated the effects of canagliflozin administration on 20 detailed lipoprotein fractions (cholesterol percentage, particle number), blood glucose (HbA1c) values, body weight, and BMI. The changes in magnitude and ratio from baseline for 20 detailed lipoprotein fractions, HbA1c, body weight, and BMI were determined and statistical significance was evaluated by paired t-test analyses. The changes in magnitude and ratio were defined as below:

  • Magnitude of change = value after 3 months of starting drug administration – baseline value

  • Ratio of change = magnitude of change / baseline value × 100 (%)

Statistical software R (Ver.3.2.4) was used for statistical analysis with a P value < .05 being considered significant.

Results

Participant background

The background of study participants is shown in Table 1.

Table 1.

Characteristics of study participants.

Background All (N = 22)
Age (years) 59.5 ± 12.2
BMI 26.0 ± 3.9
SBP (mm Hg) 125.9 ± 16.8
DBP (mm Hg) 78.2 ± 9.0
HbA1c (NGSP) 8.3 ± 1.1
eGFR (mL/min/1.73 m2) 84.1 ± 18.8
LDL-C (mg/dL) 119.8 ± 25.3
History of hyperlipidemia 12 (48%)
The usage of insulin 2 (8%)
The usage of SU drugs 5 (20%)
The usage of DPP4 inhibitors 16 (64%)
The usage of other oral diabetes drugs 10 (40%)
The usage of statin 7 (28%)

Values expressed as mean ± SD, or number (percent).

Abbreviations: BMI, body mass index; DBP, diastolic blood pressure; LDL-C, low-density lipoprotein-cholesterol; SBP, systolic blood pressure; SU, sulfonylurea.

*

P < .05; ***P < .001 between groups.

Patients consisted of 13 men (59%) and 9 women (41%) with an age of 60.7 ± 11.6, weight 70.0 ± 11.5 kg, and BMI 25.8 ± 3.8. LDL-C values were 121.3 ± 25.3 mg/dL, and the average value showed a value near the upper limit of the normal range. Half of the participants (11 patients) had a history of hyperlipidemia and 6 patients were using statins. HbA1c value was 8.5% ± 1.1%. The usage of diabetes drugs included insulin (1 patient), SU drugs (4 patients), DPP4 inhibitors (16 patients), and other oral drugs (7 patients). There was no difference in sex between the patient background.

Changes in body weight, BMI, and HbA1c

The changes in clinical data are shown in Table 2. After canagliflozin administration, body weight was significantly reduced from 69.7 to 67.9 kg (P < .001). In parallel with this, BMI decreased from 25.7 to 25.0 (P < .001). Furthermore, HbA1c was significantly reduced from 8.5% to 7.4% (P < .001), indicating an improvement of blood glucose levels by the SGLT2 inhibition effects of canagliflozin.

Table 2.

Changes in BW, BMI, HbA1c, vital signs, and laboratory data before and after administration of canagliflozin.

Pre Post Ratio P
BW (kg) 69.7 ± 11.6 67.9 ± 11.7 –2.6 <.001***
BMI 25.7 ± 3.7 25.0 ± 3.8 –2.7 <.001***
HbA1c (%) 8.5 ± 1.2 7.4 ± 0.7 –12.9 <.001***
SBP (mm Hg) 129 ± 9.8 119 ± 11.7 –7.6 .008*
DBP (mm Hg) 75.1 ± 5.7 72.4 ± 8.1 −3.6 .265
HR (bpm) 71.7 ± 11.4 73.0 ± 17.2 1.8 .671
AST (IU/L) 21.8 ± 6.4 21.0 ± 5.5 −3.7 .283
ALT (IU/L) 28.6 ± 18.5 24.6 ± 15.7 –14 .016*
ALP (IU/L) 244 ± 54.3 224 ± 51.3 –8.2 .003*
γGTP (IU/L) 44.6 ± 32.0 37.7 ± 26.0 –15.5 .013*
CK (IU/L) 100 ± 37.9 100 ± 69.5 0.5 .964
BUN (mg/dL) 14.6 ± 2.1 16.8 ± 3.8 15.1 .001*
Cr (mg/dL) 0.73 ± 0.2 0.78 ± 0.2 6.9 .006*
eGFR (mL/min/1.73 m2) 80.2 ± 19.2 76.5 ± 22.0 –4.8 .034*
Uric acid (mg/dL) 5.6 ± 1.5 5.1 ± 1.7 −8.9 .064

Values expressed as mean ± SD, or number (percent).

Abbreviations: BMI, body mass index; BW, body weight; DBP, diastolic blood pressure; HR, heart rate; Post, post-treatment; Pre, pre-treatment; Ratio, ratio of change (%); SBP, systolic blood pressure; AST, aspartate aminotransferase; ALT, alanine aminotransferase; ALP, alkaline phosphatase; BUN, blood urea nitrogen; γGTP, γ-glutamyl transpeptidase; CK, creatine kinase.

Values with significant differences before and after administration of canagliflozin are marked in bold.

*

P < .05; **P < .01; ***P < .001 vs pre-treatment.

Lipid data and changes in lipoprotein fractions

Lipid data and changes in the main lipoprotein fractions taken before and after canagliflozin administration (visit 1 to visit 2) were shown in Table 3, respectively. In addition, changes in 20 detailed lipoprotein fractions with particle numbers (nM) of each fraction were shown in Table 4 and Figures 2 and 3.

Table 3.

Changes in lipid data before and after administration of canagliflozin.

Pre (mg/dL) Post (mg/dL) Ratio P
TG 154 ± 61.2 139 ± 51.0 −9.3 .180
TC 180 ± 23.5 188 ± 32.5 4.7 .079
VLDL 133 ± 45.9 122 ± 43.5 −8.5 .188
LDL 121 ± 23.8 125 ± 25.7 4.0 .203
Apo-B 99.5 ± 17.5 100 ± 19.9 1.4 .562
HDL 59.8 ± 11.8 62.7 ± 14.2 4.9 .062
CM 18.5 ± 19.5 16.6 ± 14.5 −10.1 .592
Non-HDL 120 ± 23.7 125 ± 31.0 4.6 .125
LDL/HDL 2.1 ± 0.6 2.1 ± 0.6 0 .952

Values expressed as mean ± SD, or number (percent).

Abbreviations: Apo-B, apoprotein B; CM: chylomicron; HDL, high-density lipoprotein; LDL, low-density lipoprotein; Post, post-treatment; Pre, pre-treatment; Ratio, ratio of change (%); TC, total cholesterol; TG, triglyceride; VLDL, very-low-density lipoprotein.

*

P < .05 vs pre-treatment.

Table 4.

Changes in details of lipoprotein subfractions before and after administration of canagliflozin.

Pre (mg/dL) Post (mg/dL) Ratio P Pre (nM) Post (nM) Ratio P
L-VLDL 19.8 ± 5.8 20.6 ± 8.3 4.0 .607 54.9 ± 19.4 51.3 ± 19.2 6.6 .381
M-VLDL 8.52 ± 2.5 8.50 ± 2.4 −0.2 .955 48.7 ± 14.6 45.6 ± 13.5 −6.3 .110
S-VLDL 6.67 ± 2.1 6.68 ± 2.1 0.2 .965 47.3 ± 13.1 45.9 ± 12.8 −2.9 .544
L-LDL 23.7 ± 5.5 24.7 ± 7.1 4.3 .305 201 ± 43.2 207 ± 54.2 2.7 .478
M-LDL 41.6 ± 8.1 43.9 ± 10.6 5.5 .159 536 ± 101 516 ± 128 −3.7 .190
S-LDL 21.5 ± 5.8 22.8 ± 5.9 5.9 .137 322 ± 84.0 388 ± 82.5 20.8 .160
VS-LDL 8.67 ± 2.3 9.2 ± 2.4 6.5 .078 177 ± 45.4 187 ± 44.5 5.7 .099
VL-HDL 2.29 ± 0.9 2.54 ± 1.1 10.9 .003** 180 ± 70.0 198 ± 87.8 10.0 .030*
L-HDL 7.38 ± 4.7 8.23 ± 5.4 11.5 .034* 1041 ± 640 1152 ± 736 10.6 .052
M-HDL 15.9 ± 4.1 16.9 ± 4.6 6.3 .081 3620 ± 804 3818 ± 961 5.5 .089
S-HDL 14.2 ± 1.8 14.5 ± 2.0 2.3 .327 14.4 ± 2.2 14.9 ± 2.3 3.5 .466
VS-HDL 6.49 ± 0.8 6.67 ± 1.0 2.8 .247 6.43 ± 0.9 6.65 ± 1.2 3.4 .280

Values expressed as mean ± SD, or number (percent). L-VLDL = G3 +G4 + G5, M-VLDL = G6, S-VLDL = G7, L-LDL = G8, M-LDL = G9, S-LDL = G10, VS-LDL = G11 + G12 + G13, VL-HDL = G14 + G15, L-HDL = G16, M-HDL = G17, S-HDL = G18, VS-HDL = G19 + G20.

Abbreviations: HDL, high-density lipoprotein; L, large; LDL, low-density lipoprotein; M, medium; Post, post-treatment; Pre, pre-treatment; Ratio, Ratio of change (%); S, small; VL, very large; VLDL, very-low-density lipoprotein; VS, very small.

Values with significant differences before and after administration of canagliflozin are marked in bold.

*

P < .05; **P < .01 vs pre-treatment.

Figure 2.

Figure 2.

Change rate of lipoprotein details 20 fractions before and after administration of canagliflozin: The rate of change in post-treatment (red bars) compared with pre-treatment (blue bars) in each lipid fraction is shown.

Figure 3.

Figure 3.

Change of L-HDL and VL-HDL before and after administration of canagliflozin: The change in post-treatment compared with pre-treatment in each lipid fraction is shown. L-HDL increased from 7.38 ± 4.7 to 8.23 ± 5.4, VL-HDL increased from 2.29 ± 0.9 to 2.54 ± 1.1. L-HDL indicates large high-density lipoprotein; VL-HDL, very-large high-density lipoprotein.

Lipid data (Table 3) showed no significant changes in the various cholesterol values measured after 12 weeks of canagliflozin administration including TG, TC, Apo-B, and non-HDL cholesterol. Similarly, 4 main lipoprotein fractions did not show changes in various cholesterol values in CM, VLDL, LDL, and HDL as well as LDL/HDL. The detailed lipoprotein fractions (Table 4, Figures 2 and 3) showed significant increases in cholesterol values in VLHDL (the 20 detailed lipoprotein fractions; total of G14, G15), LHDL (G16), with an increase of 10.9, 11.5%, respectively (P < .05). Furthermore, particle numbers were significantly increased in fraction VLHDL by 10.0% (P < .05). There was no significant change in the other fractions such as S-LDL (the 20 detailed lipoprotein fractions; total of G10, G11, G12, G13) or VS-LDL (same as previous, total of G11, G12, G13).

Safety

Adverse events raised after drug administration in this study were 1 patient for common cold, 3 patients for skin surface and skin abnormalities (acronyx, rash, vulval candidiasis), and 1 patient for stroke. Common cold and acronyx were determined to be adventitious and did not correlate with the investigational drug. Correlations between the investigational drug and rash and vulval candidiasis were not denied. Stroke in this case was determined to be non-serious, and because the patients have underlying arterial sclerosis, the event was determined to have less correlation with the investigational drug.

Safety parameters were shown on Table 2. As indicated, there was a significant decrease in the vital sign shift in systolic blood pressure from 129.3 to 119.5 mm Hg (P = .008). Furthermore, clinical blood test showed shifts with a significant decrease in values of ALT, ALP, and γGTP and a significant increase in BUN and Cre. However, the changes in values were all within normal ranges. eGFR also showed a significant decrease; however, the difference was small (80.2 to 76.5 mL/min/1.73 m2).

Discussion

There are reports that pharmacologic drugs for hyperlipemia reduce risks for cardiovascular events, and studies have detected changes in lipid profiles before and after administration of fibrate drugs. A study of long-term administration of the fibrate drugs on patients with type 2 diabetes resulted in a significant reduction of cardiovascular event risks compared with the placebo group. In addition, the effects of fibrate drugs on decreases in TG are thought to activate lipoprotein lipase-mediated promotion of very-low-density lipoprotein-1 (VLDL1) catabolic reactions. This leads to LDL-C to grow in size and reduces small dense LDL (sd-LDL) volume.11 It has been reported that the decreased sd-LDL volume leads to a reduction in cardiovascular event risks regardless of the increase or decrease in enlarged LDL, suggesting sd-LDL is a risk factor for cardiovascular events.6 Enlarged LDL-C loses the ability to invade vascular subendothelium, which increases its affinity for liver LDL receptors thereby enhancing the metabolism of LDL-C uptake. Therefore, we believe LDL will decrease in the long term even with short-term accumulation of enlarged LDL. Based on the above, we believe the reduction of the volume or changes in the quality of sd-LDL will lead to a reduction in cardiovascular event risks.12 It was also reported that higher large HDL-C but not medium, small, or total HDL-C is associated with lower cardiovascular risk in a prospective cohort study in 591 patients with stable CAD. Salonen et al13 reported that large HDL-C levels (HDL2-C) were inversely associated with the risk of acute myocardial infarction and may thus be protective factors with an analysis involving 1799 patients. Similarly, in the Quebec Cardiovascular Study covering 1169 French-Canadian men younger than 60 years, large HDL-C (HDL2-C) but not small HDL-C (HDL3-C) was inversely correlated with the incidence of ischemic heart disease.14 Therefore, it has been considered that the cholesterol concentration in specific HDL subpopulations may be more valuable than the TC contained in HDL.

Previous reports using empagliflozin1 have demonstrated reductions in cardiovascular event risks by a type 2 diabetes drug SGLT2 inhibitor, and more recently, canagliflozin was also found to inhibit cardiovascular and renal events (CANVAS trial).15

As mentioned above, SGLT2 inhibitors such as canagliflozin can affect lipid profiles. At the time of drug development as treatment of type 2 diabetes, increases in LDL-C were observed and it was thought to cause compensatory enhancement of lipid metabolism due to inhibition of blood glucose reabsorption, leading to secondary increases in LDL-C levels. However, the mechanisms as to why the administration of SGLT2 inhibitors alters LDL-C particle size remain unknown. Therefore, it is clinically important to examine particle size or effects on subfractions of LDL or HDL, in patients who were administered SGLT2 inhibitors and their correlation with reductions in cardiovascular event risks.

We should also consider the hypothesis that the changes in lipoproteins with canagliflozin are simply due to improvement in diabetic control. In type 2 diabetes, there is TG-enrichment of HDL particles; overactive hepatic lipase degrades the TG in those HDL particles, so the HDL particle reduced size and was eliminated through the kidney.16 Another hypothesis is that canagliflozin improves diabetic control, there is no degradation of HDL particles, and thus there is no reduction in the size of HDL particles, which could explain the increase in very large HDL particles in this study.

There were no significant changes in lipid data (TG, TC, Apo-B), cholesterol in 4 main lipoprotein fractions (CM, VLDL, LDL, HDL), cholesterol in S-LDL, and VS-LDL cholesterol values of 22 patients in the full analysis set (FAS) group before and after canagliflozin administration. Previous reports have consistently found that SGLT2 inhibitors increase both LDL and HDL while slightly reducing TG.17 In our study, patients have a normal lipid profile (TG 154, HDL 60; while conventional T2DM tend to have higher TG and lower HDL) and perhaps that is 1 reason of why Cana had no effect on lipids.

Cholesterol in the 20 detailed lipoprotein fraction (G1-G20) subclasses showed significant increases in the VL-HDL fractions (G14, G15) and L-HDL (G16) fractions. Furthermore, the VL-HDL fraction showed a significant increase in particle numbers (unit = nM). Significant improvements in blood glucose levels (HbA1c) and reduced body weight by the SGLT2 inhibitory action of canagliflozin are also shown.

In this study, we did not see a significant decrease in S-LDL (G10, G11, G12, G13), which is a factor for reducing risks associated with cardiovascular events. Furthermore, we did not make any observations that suggest enlargement of LDL. It was reported that dapagliflozin increased LDL, but decreased S-LDL,18 and there was possibly a difference between formulations of SGLT2 inhibitors and measurement methods. However, even for the same class of diabetes drugs, effects other than hypoglycemic effects should be carefully considered individually. For example, in CANVAS study, although the amputation increased with canagliflozin in the CANVAS study, there was no increase in lower limb amputation in the investigation of empagliflozin reported later.19 There is also a report suggesting the possibility that canagliflozin may reduce gastrointestinal cancer which is not seen in other SGLT2 inhibitors.20 One reason of these results is the difference in specificity to SGLT2.21 Based on these arguments, effects other than hypoglycemic effects in diabetes treatment drugs are not necessarily “Class Effect” and should be verified individually.

According to the result of our study, the reduction in risks in cardiovascular events (cardiovascular mortality, non-fatal myocardial infarction, and non-fatal stroke) seen with SGLT2 inhibitors may be due to mechanisms different from those of fibrate drugs that are known to reduce S-LDL volume. However, changes in the subclasses of VL-HDL and L-HDL in the detailed lipoprotein fractions suggested the possibility of inverse association with cardiovascular risk during the development of canagliflozin.

Our study has a number of strengths. It is the first study to evaluate the effects of canagliflizon on lipid profiles and to show the increase effect on VL-HDL and L-HDL. In addition, there are few reports on detailed lipid 20 fraction using HPLC method with SGLT2 inhibitor. Nevertheless, we have some limitations. First, as this study is a single-arm study, it is susceptible to confounding factors. However, in this multi-center research, prescribers, research planners, and practitioners and analysts were separated, decreasing selective bias and possible confounding factors. In the future, it will be necessary to have a larger crossover comparison test or randomized comparison test. Second, it was a negative study that did not give the same results as other SGLT2 inhibitors. Certainly, it may not be consistent between SGLT2 inhibitors, but it does not necessarily have a class effect. Rather, the difference in outcomes among SGLT2 inhibitors would be worth noting.

To conclude, we showed a change in cholesterol levels in the 20 lipoprotein fractions (an increase in very large HDL [G14, G15], large HDL [G16]) after 12 weeks of canagliflozin treatment. Further studies should recommend deepening discussion on the differences in drug effects as well as class effects in SGLT2 inhibitors.

Footnotes

Funding:The author(s) disclosed receipt of the following financial support for the research, authorship, and/or publication of this article: This research was sponsored by Tanabe-Mitsubishi Pharmaceutical Co. Ltd. The study sponsor did not have any role in the study design, data collection or analysis, writing of the final manuscript, or the decision to submit the manuscript for publication. HI received a research grant from Takeda Pharmaceutical Co. Ltd, Novo Nordisk Pharma Ltd, Sanofi Co. Ltd, Boehringer Ingelheim Pharma GmbH & Co. KG, Tanabe-Mitsubishi Pharmaceutical Co. Ltd, and Integrated Development Associates Co., Ltd.

Declaration of Conflicting Interests:The author(s) declared no potential conflicts of interest with respect to the research, authorship, and/or publication of this article.

Author Contributions: Research design was performed by YK, HI, EK, and MY; data acquisition by HI, TY, KK, HA, SM; and data analysis/interpretation by YK, EK. The research director was MY. Each author contributed important intellectual content during manuscript drafting or revision and accepts accountability for the overall work by ensuring that questions pertaining to the accuracy or integrity of any portion of the work are appropriately investigated and resolved.

Ethical Approval: All procedures followed were in accordance with the ethical standards of the responsible committee on human experimentation (institutional and national) and with the Helsinki Declaration of 1964 and later versions. Informed consent or substitute for it was obtained from all patients for being included in the study. This study was approved by the ethics committee of the Medical Hospital, Tokyo Medical and Dental University, approved on December 15, 2016 (No. R2015-501). Clinical research identification number was UMIN000020027.

References

  • 1. Zinman B, Wanner C, Lachin JMet al. Empagliflozin, cardiovascular outcomes, and mortality in type 2 diabetes. N Engl J Med. 2015;373:2117–2118. [DOI] [PubMed] [Google Scholar]
  • 2. Inagaki N, Goda M, Yokota S, Maruyama N, Iijima H. Effects of baseline blood pressure and low-density lipoprotein cholesterol on safety and efficacy of canagliflozin in Japanese patients with type 2 diabetes mellitus. Adv Ther. 2015;32:1085–1103. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 3. Halimi S, Verges B. Adverse effects and safety of SGLT-2 inhibitors. Diabetes Metab. 2014;40:S28–S34. [DOI] [PubMed] [Google Scholar]
  • 4. Santos-Gallego CG, Requena-Ibanez JA, San Antonio Ret al. Empagliflozin ameliorates adverse left ventricular remodeling in nondiabetic heart failure by enhancing myocardial energetics. J Am Coll Cardiol. 2019;73:1931–1944. [DOI] [PubMed] [Google Scholar]
  • 5. Santos-Gallego CG, Rosenson RS. Role of HDL in those with diabetes. Curr Cardiol Rep. 2014;16:512. [PubMed] [Google Scholar]
  • 6. Maeda S, Nakanishi S, Yoneda Met al. Associations between small dense LDL, HDL subfractions (HDL2, HDL3) and risk of atherosclerosis in Japanese-Americans. J Atheroscler Thromb. 2012;19:444–452. [DOI] [PubMed] [Google Scholar]
  • 7. Li JJ, Zhang Y, Li Set al. Large HDL subfraction but not HDL-C is closely linked with risk factors, coronary severity and outcomes in a cohort of nontreated patients with stable coronary artery disease: a prospective observational study. Medicine (Baltimore). 2016;95:e2600. doi: 10.1097/MD.0000000000002600. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 8. Xu RX, Li S, Li XLet al. High-density lipoprotein subfractions in relation with the severity of coronary artery disease: a Gensini Score Assessment. J Clin Lipidol. 2015;9:26–34. [DOI] [PubMed] [Google Scholar]
  • 9. Okazaki M, Yamashita S. Recent advances in analytical methods on lipoprotein subclasses: calculation of particle numbers from lipid levels by gel permeation HPLC using “spherical particle model.” J Oleo Sci. 2016;65:265–282. [DOI] [PubMed] [Google Scholar]
  • 10. Mitsubishi Tanabe Pharma Corporation. Pharmaceuticals Supplement: Canaglu® Tablets 100 mg (June 2019 revision, in Japanese). https://medical.mtpharma.co.jp/di/file/dc/can_a.pdf.
  • 11. Keech A, Simes RJ, Barter Pet al. Effects of long-term fenofibrate therapy on cardiovascular events in 9795 people with type 2 diabetes mellitus (the FIELD study): randomised controlled trial. Lancet. 2005;366:1849–1861. [DOI] [PubMed] [Google Scholar]
  • 12. Hoogeveen RC, Gaubatz JW, Sun Wet al. Small dense low-density lipoprotein-cholesterol concentrations predict risk for coronary heart disease: the Atherosclerosis Risk in Communities (ARIC) study. Arterioscler Thromb Vasc Biol. 2014;34:1069–1077. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 13. Salonen JT, Salonen R, Seppanen K, Rauramaa R, Tuomilehto J. HDL, HDL2, and HDL3 subfractions, and the risk of acute myocardial infarction. Circulation. 1991;84:129–139. [DOI] [PubMed] [Google Scholar]
  • 14. Lamarche B, Moorjani S, Cantin Bet al. Associations of HDL2 and HDL3 subfractions with ischemic heart disease in men. Prospective results from the Québec cardiovascular study. Arterioscler Thromb Vasc Biol. 1997;17:1098–1105. [DOI] [PubMed] [Google Scholar]
  • 15. Neal B, Perkovic V, Mahaffey KWet al. ; CANVAS Program Collaborative Group. Canagliflozin and cardiovascular and renal events in type 2 diabetes. N Engl J Med. 2017;377:644–657. [DOI] [PubMed] [Google Scholar]
  • 16. Santos-Gallego CG, Rosenson RS. Role of HDL in those with diabetes. Curr Cardiol Rep. 2014;16:512. [PubMed] [Google Scholar]
  • 17. Garcia-Ropero A, Badimon JJ, Santos-Gallego CG. The pharmacokinetics and pharmacodynamics of SGLT2 inhibitors for type 2 diabetes mellitus: the latest developments. Expert Opin Drug Metab Toxicol. 2018;14:1287–1302. [DOI] [PubMed] [Google Scholar]
  • 18. Hayashi T, Fukui T, Nakanishi Net al. Dapagliflozin decreases small dense low-density lipoprotein-cholesterol and increases high-density lipoprotein 2-cholesterol in patients with type 2 diabetes: comparison with sitagliptin. Cardiovasc Diabetol. 2017;16:8. doi: 10.1186/s12933-016. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 19. Kohler S, Zeller C, Iliev H, Kaspers S. Safety and tolerability of empagliflozin in patients with type 2 diabetes: pooled analysis of phase I-III clinical trials. Adv Ther. 2017;34:1707–1726. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 20. Tang H, Dai Q, Shi W, Zhai S, Song Y, Han J. SGLT2 inhibitors and risk of cancer in type 2 diabetes: a systematic review and meta-analysis of randomised controlled trials. Diabetologia. 2017;60:1862–1872. [DOI] [PubMed] [Google Scholar]
  • 21. Grempler R, Thomas L, Eckhardt Met al. Empagliflozin, a novel Selective Sodium Glucose Cotransporter-2 (SGLT-2) inhibitor: characterisation and comparison with other SGLT-2 inhibitors. Diabetes Obes Metab. 2012;14:83–90. [DOI] [PubMed] [Google Scholar]

Articles from Clinical Medicine Insights. Endocrinology and Diabetes are provided here courtesy of SAGE Publications

RESOURCES