Variability of arterial pressure and cardiac rhythm in patients with coronary heart disease and diabetes mellitus: Effect of sodium-glucose co-transporter 2 inhibitor

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Abstract

Introduction: A factor that worsens the course of coronary heart disease (CHD) in patients with type 2 diabetes mellitus (DM2) is cardiovascular autonomic neuropathy (CAN), in which the risk of sudden death increases fivefold. The prevalence of CAN in patients with both CHD and DM2 may reach 60%. Classic cardiovascular tests (CCT) do not permit identification of CAN at the preclinical stage. A modern method of treatment for DM2 uses sodium-glucose co-transporter 2 inhibitors, which have confirmed cardioprotective effects.

Aim: To analyze the prevalence of alterations of arterial pressure variability (APV) and of heart rhythm variability (HRV) in patients with both CHD and DM2 and the effect of empagliflozin on these parameters.

Materials and methods: A total of 210 patients aged 64.5 ± 6.7 years (103 men) with both CHD and DM2 were examined (group1). Anthropometric and biochemical parameters were analyzed, electrocardiogram and arterial pressure were monitored daily, and CCT was performed. For comparison, 64 patients with CHD with no alterations in the carbohydrate metabolism were examined (group2, n=64, aged 66.4 ± 2.3 years). Further, among patients in group1, patients with impaired HRV and APV were selected, but they had CCT scores < 4.0, and they were divided into group1G (n=22) where empagliflozin was added (10–25 mg/day) and group1C (n=20) where the previous therapy was continued.

Results:  CAN was detected in 22% of patients with CHD and DM2, and all patients had impaired HRV and ADV. Deviations of HRV and APV parameters with normal CCT scores (< 4.0) were detected in 43% of the patients. Within 6 months of treatment with empagliflozin, the HbA1c level decreased from 8.38% ± 0.56% to 6.9% ± 0.26% (p< 0.05); in the groupwithout empagliflozin treatment, it decreased from 8.28% ± 0.32% to 7.30% ± 0.29% (p< 0.05). In the empagliflozin group, the average heart rate per day decreased from 86.7 ± 2.4 to 76.7 ± 2.1 beats/min (p< 0.05), the circadian index increased from 1.19 ± 0.02 to 1.30 ± 0.01 (p< 0.05), the SDNN increased from 106.1 ± 2.21 to 114.03 ± 2.34 ms (p< 0.05), and the systolic arterial pressure variability index decreased from 22.9% ± 1.7% to 16.4% ± 1.9% at daytime (p< 0.05) and from 16.8% ± 2.2% to 12.3% ± 2.6% at nighttime (p< 0.05).

Conclusion: The identified alterations of HRV and APV parameters may be manifestations of CAN, and CCT score < 4.0 may indicate the preclinical stage. Positive dynamics of HRV and APV was recorded with empagliflozin therapy, which improved the functional condition of the autonomic nervous system.

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LIST OF ABBREVIATIONS

APV — arterial pressure variability

HRV — heart rate variability

RRCH — Rostov Regional Clinical Hospital

DAPd — daytime diastolic arterial pressure

DAPn — nighttime diastolic arterial pressure

CHD — coronary heart disease

SGLT-2 — sodium-glucose linked transporter-2 inhibitor

CAN — a cardiovascular form of diabetic autonomic neuropathy

CCT — classic cardiovascular test

SAPd — daytime systolic arterial pressure

SAPn — nighttime systolic arterial pressure

DM2 — type 2 diabetes mellitus

24HAPM — 24-hour arterial pressure monitoring

24HECGM — 24-hour electroencephalogram monitoring

CI — circadian index

HR — heart rate

pNN50 — the percentage of adjacent NN intervals differing by >50 ms

RMSSD — root mean square of the sum of differences of successive R-R intervals

SDNN — standard deviation of all R-R intervals

INTRODUCTION

The interrelation between type 2 diabetes mellitus (DM2) and coronary heart disease (CHD) is out of doubt [1]. It is not by chance that DM2 modern treatment implies multifactor control-directed not only to normalize hyperglycemia but also prevent CHD development and progression [2]. An important factor that aggravates the course of CHD is the cardiovascular form of diabetic autonomic neuropathy (CAN), which increases the risk of death by 5-folds [3, 4]. Information on CAN prevalence remains ambiguous up to the present moment, and according to different studies, it ranges from 25% to 60% [5, 6]. The significant clinical manifestations of CAN include disorders in the variability of the heart rhythm (HRV) and arterial pressure (APV) that may be identified in classic cardiovascular tests (CCT) according to D. Ewing [6].

Unfortunately, CCT permits the identification of CAN at the stage of clinical manifestations. Concurrently, no sufficient information is available about the preclinical stage diagnosis of CAN, although alterations in the autonomic nervous system at the preclinical stage are known to be reversible [5, 7].

In recent years, special attention in DM2 treatment has been given to sodium-glucose-linked transporter-2 inhibitors (iSGLT-2), which have proven several cardioprotective effects and cardiorenal outcome improvements [9–11]. Here, a probable effect of iSGLT-2 on the myocardium, myocardial energetics and metabolism [11, 12], stiffness of the vessel wall, natriuresis, and osmotic diuresis [10] is discussed, as well as a probable hypervolemia reduction due to the interstitial fluid [10–12]. Additionally, the authors did not encounter any related literature that investigated the effect of iSGLT-2 on the functional condition of the autonomic nervous system, impaired HRV, and APV.

Aim — analyze the prevalence of alterations APV and HRV in patients with CHD in combination with DM2 and the effects of empagliflozin on these parameters.

MATERIALS AND METHODS

The study was conducted on the clinical base of Rostov Regional Clinical Hospital (RRCH) and was approved by the Ethics Committee of Rostov State Medical University (Protocol of the meeting No. 15/18 of 11.10.2018).

To realize the set aim, in the first stage examined 210 patients with CHD in combination with DM2 (group 1) who underwent treatment in the cardiologic unit of RRCH. Of them, 107 (50.4%) were females and 103 (49.5%) were males, with a mean age of 64.5±6.7 years.

In all patients, anthropometric parameters were analyzed, and biochemical examination results were evaluated, including plasma glucose in fasting condition and 2 h after a meal, HbA1с, blood lipid spectrum parameters, C-peptide, and immunoreactive insulin with Homeostatic model assessment insulin resistance index calculation. Instrumental research methods included:

1) 24-h monitoring of electroencephalogram (24HECGM) with the determination of the average heart rate (HR, beat/min) per day, circadian index (CI), and the time characteristics of HRV as the following:

- standard deviation of all R-R intervals (SDNN, ms),

- square root of the sum of differences of sequential R-R intervals (RMSSD, ms),

- the percentage of adjacent NN intervals differing by >50 ms (pNN50, %).

2) 24-h monitoring of arterial pressure (24HAP) with the calculation of variability indices;

- daytime and nighttime systolic arterial pressure (SAPd, % and SAPn, % respectively),

- daytime and nighttime diastolic arterial pressure (DAPd, % and DAPn, % respectively).

CHD diagnosis was confirmed by the coronarography (CG) results. In the group with CHD without DM2, monovascular lesions of the coronary vessels were more commonly identified (74% vs. 12%, p < 0.05), and contrarily, multisegmental lesions of the coronary vessels were identified in those with DM2. In group 1 (CHD + DM2), more cases of hemodynamically significant stenoses were found (79% vs. 56%, p < 0.05).

CAN was verified based on the CCT assessment.

For comparison, 64 patients with CHD without carbohydrate metabolism disorders (group 2) were examined. In the study groups, the number of males and females were similar (Table 1), as well as the age of patients, and blood pressure was equally elevated. As expected, the groups differed in body mass index (BMI) and HbA1c. No significant differences were found in the lipid spectrum, except triglycerides that were higher in group 1.

 

Table 1. Comparative Analysis of Clinical and Demographic Characteristics of Patients of the Study Groups

Parameter

Group 1

Group 2

p

n

210

64

 

Age, years

64.2±3.1

66.4±2.3

>0.1

Body mass index, kg/m2

33.8±2.3

27.2±2.5

<0.05

HbA1c, %

8.28±0.87

5.28±0.22

<0.01

High density lipoprotein cholesterol, mmol/l

0.92±0.46

1.21±0.34

>0.1

Low density lipoprotein cholesterol, mmol/l

2.53 ±1.76

2.28±1.49

>0.1

Triglycerides, mmol/l

2.96±0.75

1.17±0.50

<0.05

C-peptide, pmol/l

625.1±82.6

563.5±23.6

>0.1

Immunoreactive insulin, µIU/ml

12.6±1.34

6.43±0.65

<0.05

HOMA insulin resistance index

6.76±0.77

2.16±0.28

<0.05

 

In the second stage of the study, 42 patients were isolated from group 1 (CHD + DM2) with HRV and APV disorders (CI < 1.24, SAPd > 20%, SAPn > 10%, DAPd > 15%, DAPn > 10%), but the total score of CCT (<4.0) evidenced the absence of the clinical stage of CAN.

All patients with DM received combined hypoglycemic therapy, which included metformin, preparations of sulfonylurea, and basal analogs of human insulin, but the target values of carbohydrate metabolism were not achieved (HbA1c > 8.0%). From this cohort of patients, 2 groups were isolated: 1G group (n = 22), wherein iSGLT-2 empagliflozin of 10–25 mg per day was added to the combination therapy to improve carbohydrate metabolism, and 1C group (n = 20), who continued the previously conducted therapy.

Control examinations of patients and corrections of doses of preparation were conducted monthly until the level of HbA1c of <7.5% was achieved. To assess the dynamics of the studied HRV and APV parameters after 6 months, 24HECGM, 24HADM, and CCT were repeatedly performed. Patients of 1G and 1C groups additionally filled out a specially designed questionnaire to assess the dynamics of clinical manifestations of CHD, body weight, hypoglycemic conditions, and quality of life parameters.

The study excluded patients with myocardial infarction or stroke that previously occurred in <3 months, severe liver and kidney pathology, oncological diseases, stages III and/or IV functional class chronic heart failure, and severe hypoglycemic conditions (requiring the help of another person, with or without loss of consciousness) within the previous 3 months.

Statistical analysis of the data was performed using Microsoft Office Excel 2010 (Microsoft Corp., USA) and STATISTICA 10.0 (Stat Soft Inc., USA) software. The type of data distribution was assessed using the Kolmogorov–Smirnov analysis; with p-values >0.05, the distribution was considered not different from normal.

Descriptive statistics were implemented with the following characteristics: arithmetic means (M), standard deviation, and percentage (%). In the case of normal distribution, the Student’s test was used to compare two independent samples, and in the case of other than the normal distribution, the Mann–Whitney and ÷2 tests or Leven test were used with the definition of F. The Wilcoxon W-test was used to compare quantitative data within the group before and after treatment. Obtained differences were considered statistically significant at p < 0.05.

RESULTS

The study on HRV revealed significant differences between the analyzed groups. Thus, in group 1 (CHD + DM2) the average HR parameter was higher and CI was lower (Table 2). HRV disorders in group 1 (CHD + DM2) were evidenced by mean, SDNN, and pNN50 time parameters, which appeared to be lower than group 2 (CHD). APV parameters also differed between the groups.

 

Table 2. Comparative Analysis of Heart Rhythm and Arterial Pressure Variability in the Study Groups

Parameters

Group 1

Group 2

p

n

210

64

 

Average heart rate, beat/min

88.24±5.45

70.21±3.18

< 0.05

SDNN, ms

108.6±3.4

124.8±4.3

< 0.05

RMSSD, ms

22.48±3.16

28.7±4.56

> 0.1

pNN50, %

6.31±0.78

9.19±0.92

0.05

Circadian index

1.16±0.03

1.27±0.04

0.05

Arterial pressure variability indexes, %

-systolic, daytime

-diastolic, daytime

-systolic, nighttime

-diastolic, nighttime

 

20.34±1.81

15.33±0.88

15.38±1.52

12.63±0.79

 

15.34±1.77

12.46±0.53

11.80±0.88

11.60±0.85

 

< 0.05

< 0.05

< 0.05

> 0.1

 

The CCT result evaluation revealed no cases with the score of >4 in group 2 (CHD), i.e., the data in favor of CAN were absent, whereas the score of >4 was detected in 22% of patients in group 1 (CHD + DM2), which indicated the clinical stage of CAN; with this, in these patients, HRV and APV parameters went beyond the age-related norm. Consequently, the detected changes in HRV and APV parameters can be interpreted as CAN manifestations. Additionally, the number of patients with HRV and APV deviations in group 1 (CHD + DM2) was significantly higher (43%) than of those with impaired CCT scores (22%, p < 0.05). Thus, changes in HRV and APV with normal values of CCT scores may evidence the existence of the preclinical stage of CAN. Here, HRV disorders were more commonly identified in these patients (70%), and only 30% had HRV and APV disorders. Thus, the earliest manifestations of CAN in patients with a combination of CHD and DM2 may be HRV disorders, to which APV disorders add, and only later distinct clinical signs appear detecting CAN using CCT.

During the 6 months of treatment, the HbA1c level decreased from 8.38%±0.56% to 6.9%±0.26% in 1G group using iSGLT2 (p < 0.05), whereas from 8.28%±0.32% to 7.30%±0.29% in 2C group (p < 0.05). With this, achievement of the HbA1c target values in 1G group was coupled with bodyweight reduction, wherein the average BMI decreased from 33.62±1.23 to 31.14±1.06 kg/m2, whereas a tendency of increased BMI from 32.76±1.08 to 35.83±1.1 kg/m2 in 1C group, which finally began to exceed this parameter in 1G group. The frequency of hypoglycemic states was also different in the analyzed groups. In the 1G group, only 2 patients had signs of hypoglycemia, whereas 48% of patients noted hypoglycemia in the 1C group, with an increased dose of sulfonylurea preparations. All patients in the 1G group noted the quality of life improvement that was associated with increased exercise tolerance, decreasing shortness of breath, and stabilized arterial pressure. In the 1C group, only 3 patients noted the quality of life improvement (15%, p < 0.05).

 

Fig. 1. Dynamics of parameters of heart rhythm variability in patients of 1G (receiving empagliflozin) and 1C (continuing the earlier selected treatment) groups in 6 months of treatment.

Note: * — differences with the corresponding initial parameter with р < 0.05.

 

The dynamics of HRV, APV, and CCT parameters were also different in 1G and 1C groups. Thus, in 1G group with iSGLT-2 treatment, the average HR per day decreased from 86.7±2.4 beat/min to 76.7±2.1 beat/min (p < 0.05), whereas CI increased from 1.19±0.02 to 1.30±0.01 (p < 0.05, Figure 1). Of attention is the dynamics of SDNN (an integrated parameter that characterizes HRV in general and depends on the influence of both sympathetic and parasympathetic divisions of the autonomic nervous system on the sinus node [14]), which increased from 106.1 to 114.034 ms (p < 0.05). This was mainly due to the influence of the parasympathetic division of the autonomic nervous system evidenced by an increase of the initially reduced RMSSD (from 19.83±1.56 to 24.22±1.51 ms, p < 0.05) and PNN50 (from 6.28±0.88 to 10.04±0.92, p < 0.05). Obtained results may indicate probable functional state improvement of the autonomic nervous system using iSGNT-2. This was also evidenced by the 24HAPM results: reduction of SAPd variability indices in 1G group (from 22.9±1.7 to 16.4±1.9%, p < 0.05), as well as SAPn (from 16.8±2.2 to 12.3±2.6%, p < 0.05, Figure 2).

 

Fig. 2. Dynamics of parameters of arterial pressure variability in patients of 1G (receiving empagliflozin) and 1C (continuing the earlier selected treatment) groups in 6 months of treatment.

Note: * — differences with the corresponding initial parameter with р < 0.05.

 

In the 1C group, the 24HECGM and 24HAPM results were different. The average HR per day increased (from 86.7±2.5 to 92.4±1.9 beat/min, р < 0.05), whereas CI decreased (from 1.17±0.04 to 1.08±0.01, p < 0.05). Contrary to the 1G group, SDNN parameter decreased (from 110.20±2.22 to 104.01±2.1 ms, p < 0.05), and a tendency to reduced RMSSD and PNN50 (p > 0.05) was seen. Based on the results of 24HAPM, increased SAPd index (from 22.6±1.3 to 24.9±1.6%, p < 0.05) and SAPn index (from 17.1±2.4 to 20.1±1.6%, p < 0.05) was found in 1C group. In repeated CCT conducted in 6 months, the score in the 1G group did not show any significant changes and remained at <4.0 in all patients, whereas it exceeded 4.0 in 26% of patients in the 1C group (p < 0.05), which may be indicative of CAN progression.

DISCUSSION

CCT does not always permit CAN identification, especially in the early stages. HRV investigation using the data of 24HECGM and APV using the data of 24HAPM can be suggested to provide a more objective judgment about the presence of CAN and verify this complication of DM2 at the preclinical stage.

The use of CCT identified CAN in the group with a combination of CHD and DM2 only in 22% of patients, while the real number of patients may be 43% based on HRV and APV parameter evaluation. Here, the first manifestations of the preclinical stage may be deviations of HRV parameters, and disorders in APV added with the progression of CAN.

The use of iSGLT-2 empagliflozin in the early stages of CAN reduced the clinical manifestations of CHD with the underlying HRV improvement due to the reduced average HR, increased CI, and improved time characteristics. Positive dynamics of APV concerned only systolic AP that was manifested in SAPd and SAPn indices improvement.

CONCLUSIONS

  1. HRV and APV disorders based on the data of the 24HECGM and 24HAP were identified in 43% of patients with CHD in combination with DM2. Simultaneous assessment of the study parameters considerably optimized diagnosis of the preclinical stage of the cardiovascular form of diabetic autonomic neuropathy.
  2. A positive dynamics of HRV and APV parameters was noted against the background treatment with empagliflozin, which demonstrated the capacity to improve the functional condition of the autonomic nervous system at the preclinical stage of the cardiovascular form of diabetic autonomic neuropathy.
  3. Along with stabilized carbohydrate metabolism parameters, the use of empagliflozin led to reduced body weight with the minimal risk of hypoglycemic conditions in patients with comorbidities at high cardiovascular risk.

ADDITIONAL INFORMATION

Funding. This study was not supported by any external sources of funding.

Conflict of interests. The authors declare no conflicts of interests.

Contribution of the authors: A. V. Kotskaya ― collection, translation and analysis of the material, concept and design of the study, writing the text; E. V. Salaychuk ― statistical processing, writing the text; V. I. Kudinov ― editing; V. P. Terent’yev ― editing; M. S. Lankina ― concept of the literary review. All authors made a substantial contribution to the conception of the work, acquisition, analysis, interpretation of data for the work, drafting and revising the work, final approval of the version to be published and agree to be accountable for all aspects of the work.

Финансирование. Авторы заявляют об отсутствии внешнего финансирования при проведении исследования.

Конфликт интересов. Авторы заявляют об отсутствии конфликта интересов.

Вклад авторов: Коцкая А. В. ― сбор, перевод и анализ материала, написание текста; Салайчук Е. В. ― статистическая обработка, написание текста; Кудинов В. И. ― концепция и дизайн исследования, редактирование; Терентьев В. П. ― редактирование; Ланкина М. С. ― концепция литературного обзора Все авторы подтверждают соответствие своего авторства международным критериям ICMJE (все авторы внесли существенный вклад в разработку концепции, проведение исследования и подготовку статьи, прочли и одобрили финальную версию перед публикацией).

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About the authors

Anastasia V. Kotskaya

Rostov Regional Clinical Hospital

Email: nastya369437@list.ru
ORCID iD: 0000-0002-7390-7792
SPIN-code: 3961-3354
Russian Federation, Rostov-on-Don

Elizaveta V. Salaychuk

Rostov State Medical University

Email: liza14.2014@mail.ru
ORCID iD: 0000-0002-5949-686X

MD, Cand. Sci. (Med)

Russian Federation, Rostov-on-Don

Vladimir I. Kudinov

Rostov State Medical University

Email: endo-kudinov@mail.ru

MD, Cand. Sci. (Med)

Russian Federation, Rostov-on-Don

Vladimir P. Terentyev

Rostov State Medical University

Email: vpterentev@mail.ru
ORCID iD: 0000-0003-3607-5832

MD, Dr. Sci. (Med.), Professor

Russian Federation, Rostov-on-Don

Maria S. Lankina

Rostov State Medical University

Author for correspondence.
Email: maryhome@mail.ru
ORCID iD: 0000-0002-6121-7831
SPIN-code: 4239-0906
Russian Federation, Rostov-on-Don

References

  1. The Demographic Yearbook of Russia. 2015. Statistical handbook / Rosstat. Moscow; 2015. (In Russ).
  2. Vishnevskii KA, Zemchenkov AYu, Gerasimchuk RP, et al. Pharmacoeconomic of CKD-MBD Treatment: Literature Review. Nephrology. 2018;22(1):38–51. (In Russ). doi: 10.24884/1561-6274-2018-22-1-38-51
  3. Ponikowski P, Voors AA, Anker SD, et al. 2016 ESC Guidelines for the diagnosis and treatment of acute and chronic he art failure: The Task Force for the diagnosis and treatment of acute and chronic heart failure of the European Society of Cardiology (ESC). Developed with the special contribution of the Heart Failure Association (HFA) of the ESC. European Heart Journal. 2016;37:2129–2200. doi: 10.1093/eurheartj/ehw128
  4. Roger LV, Go AS, Lloid–Jones DM, et al. Executive summary: heart disease and stroke statistics ― 2012 update: a report from the American Heart Association. Circulation. 2012;125(1):188–97. doi: 10.1161/CIR.0b013e3182456d46
  5. Pappachan JM, Sebastian J, Bino BC, et al. Cardiac autonomic neuropathy in diabetes mellitus: prevalence, risk factors and utility of corrected QT interval in the ECG for its diagnosis. Postgraduate Medical Journal. 2008;84(990):205–10. doi: 10.1136/pgmj.2007.064048
  6. Dedov II, Shestakova MV, Mayorov AYu, editors. Standards of specialized diabetes care. 9th ed. Moscow; 2019. (In Russ). doi: 10.14341/DM221S1
  7. Boitsov SA, Samorodskaya IV. Mortality and lost years of life as a result of cardiovascular premature deaths. Cardiovascular Therapy and Prevention. 2014;13(2):4–11. (In Russ). doi: 10.15829/1728-8800-2014-2-4-11
  8. Tkacheva ON, Vertkin AL. Diabeticheskaya avtonomnaya neyropatiya. Moscow: GEOTAR-Media; 2009. (In Russ).
  9. Sharonova LA, Verbovoy AF. The place of gliflozins in the management of type 2 diabetes mellitus. Farmateka. 2019;26(4):105–10. (In Russ). doi: 10.18565/pharmateca.2019.4.105-110
  10. Zinman B, Wanner C, Lachin JM, et al. Empagliflozin, Cardiovascular Outcomes, and Mortality in Type 2 Diabetes. The New England Journal of Medicine. 2015;373(2):2117–28. doi: 10.1056/NEJMoa1504720
  11. Neal B, Perkovic V, Mahaffey KW, et al. Canagliflozin and Cardiovascular and Renal Events in Type 2 Diabetes. The New England Journal of Medicine. 2017;377(7):644–57. doi: 10.1056/NEJMoa1611925
  12. Wiviott SD, Raz I, Bonaca MP, et al. Dapagliflozin and Cardiovascular Outcomes in Type 2 Diabetes. The New England Journal of Medicine. 2019;380(4):347–57. doi: 10.1056/NEJMoa1812389
  13. Rosenstock J., Frias J., Páll D., Charbonnel B., Pascu R., Saur D. et al. Effect of ertugliflozin on glucose control, body weight, blood pressure and bone density in type 2 diabetes mellitus inadequatelycontrolled on metformin monotherapy (VERTIS MET). Diabetes, Obesity & Metabolism. 2018;20(3):520–29. doi: 10.1111/dom.13103
  14. Bayevsky RM, Ivanov GG. Cardiac rhythm variability: the theoretical aspects and the opportunities of clinical application (lecture). Ultrasound and Functional Diagnostics. 2001;(3):106–27. (In Russ).

Supplementary files

Supplementary Files
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1. Fig. 1. Dynamics of parameters of heart rhythm variability in patients of 1G (receiving empagliflozin) and 1C (continuing the earlier selected treatment) groups in 6 months of treatment.

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2. Fig. 2. Dynamics of parameters of arterial pressure variability in patients of 1G (receiving empagliflozin) and 1C (continuing the earlier selected treatment) groups in 6 months of treatment.

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