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Meta-Analysis
Copyright ©The Author(s) 2026.
World J Diabetes. Feb 15, 2026; 17(2): 115495
Published online Feb 15, 2026. doi: 10.4239/wjd.v17.i2.115495
Table 1 Baseline characteristics of individual studies and study participants included in the meta-analysis, mean (SD)/median (interquartile range)
Ref.
Study design
Major inclusion criteria
Groups
Glucose-lowering drug used
Number
Sex
Age (years)
Duration of diabetes mellitus (years)
Baseline body weight (kg)
Baseline HbA1c (%)
Study duration
Abdelgadir et al[16], 2019, United Arab EmiratesProspective interventionalAge 18-75 years, all using insulinSGLT2iSGLT2i + insulin ± other OADs49Male: 19, female: 3057.5 (9.1)NA82 (13.9)7.95 (1.1)14 weeks
Non-SGLT2iInsulin+ OADs other than SGLT2i46Male: 16, female: 3655.4 (9.4)NA85 (11.1)7.7 (1.0)
Ahmed et al[17], 2022, Pakistan Prospective, observationalHbA1c 6.5%-8.5%, eGFR > 60 mL/minute/1.73 m2SGLT2iMetformin + empagliflozin44Male: 24, female: 2044.7 (10.7)NA85.3 (7.8)7.2 (0.8)9 weeks
Non-SGLT2iMetformin + sitagliptin88Male: 43, female: 4550.6 (10.5)NA77.6 (13.7)7.8 (1.5)
Gameil et al[18], 2022, Egypt Case-control observationalAge 45-60 years, HBA1c 7.5%-8.8%, body mass index > 25 kg/m2, eGFR > 60 mL/minute/1.73 m2SGLT2i
Empagliflozin ± OAD/glargine87 Male: 58, female: 2952.4 (6)5 (2-9)89.6 (14.6)7.9 (0.5)NA
SGLT2iDapagliflozin ± OAD/glargine85Male: 54, female: 3152.5 (6.3)6 (2-8)92.5 (13.2)8.1 (0.4)
Non-SGLT2iOAD other than SGLT2i ± basal insulin73Male: 48, female: 2552.3 (6)5 (2-9)93.4 (12.1)8.3 (0.5)
Goh et al[19], 2023, MalaysiaProspective cohortAge 18-75 years, eGFR > 30 mL/minute/1.73 m2SGLT2iEmpagliflozin ± OAD/insulin 48Male: 12, female: 3648.0 (43.5-56.5)10.5 (6-15)77.7 (66.7-99.2)8.4 (7.25-9.85)6 weeks
Non-SGLT2iOAD except SGLT2i ± insulin50Male: 16, female: 3451.5 (42-58)4.5 (2-10)75.3 (69.4-84.1)8.1 (6.60-10.30)
Hassanein et al[20], 2017, Lebanon, Kuwait, and the United Arab EmiratesNon-randomised, parallel-cohort, prospective, comparativeAge 18-65 years, HbA1c ≤ 8.5% SGLT2iCanagliflozin + metformin ± DPP4i 162Male: 100, female: 6252.3 (7.7)6.5 (5.9)87.1 (14.8)7.3 (0.8)8 weeks
Non-SGLT2iSulfonylurea + metformin ± DPP4i 159Male: 87, female: 7254.3 (7.4)7.6 (5.5)82.1 (14.1)7.2 (0.8)
Hassanein et al[21], 2024, nine countriesProspective, real-world, observationalAge ≥ 18 years SGLT2iiGlarLixi + SGLT2i use, with or without other OADs174Male: 98, female: 7655.2 (9.6) 11.4 (6.3)87.9 (16.2)8.2 (1.3)3-5 months
Non-SGLT2iiGlarLixi with or without other OADs246Male: 134, female: 11258.4 (9.8)12.6 (6.4)85.5 (14.0)8.2 (1.0)
Pathan et al[22], 2022, BangladeshMulti-centre, open-label, two-arm parallel-group studyAge >18 years, HbA1c 7%-10%, eGFR > 45 mL/minute/1.73 m2SGLT2iEmpagliflozin + metformin± DPP4i274Male: 134, female: 14049.0 (11.8)7.8 (5.9)70.7 (11.3) 8.4 (1.45) 24 weeks
Non-SGLT2iMetformin ± DPP4i219Male: 95, female: 12449.7 (10.5)6.3 (4.8)66.4 (9.5)8.1 (1.46)
Pathan et al[23], 2025, BangladeshReal-life experience studyAge ≥ 18 years, type 2 diabetes mellitus for at least 1 year, HbA1c < 10%SGLT2iErtugliflozin ± OAD703Male: 276, female: 41950.21 (11.11)6.74 (5.39)69.93 (11.54) 8.16 (0.91) 8 weeks
Non-SGLT2iOAD except ertugliflozin670Male: 281, female: 38750.53 (11.17)5.75 (4.46)68.74 (10.53)7.79 (0.87)
Samkari et al[24], 2023, Saudi ArabiaProspective cohort studyAge 18-70 years, eGFR > 60 mL/minute/1.73 m2SGLT2iEmpagliflozin + OAD77Male: 33, female: 4456 (51-62)9.00 (5.00-15.00)NA7.80 (7.10-8.77)12 weeks
Non-SGLT2iSulfonylurea and metformin ± DPP4i77Male: 35, female: 4252 (47-64)7.00 (5.00-15.00)NA7.50 (6.70-8.33)
Shao et al[25], 2018, SingaporeProspective observational controlled cohortAge 21-75 years, eGFR > 45 mL/minute/1.73 m2SGLT2iSGLT2i ± OAD/insulin35Male: 19, female: 1649.9 (10.6)15.7 (8.3)88.2 (24.1)9.3 (1.9)NA
Non-SGLT2iOAD/insulin except SGLT2i33Male: 18, female: 1554.7 (11.2)12.3 (6.0)73.9 (19.1)8.7 (1.6)
Wan Seman et al[26], 2016, MalaysiaRandomized, open-labelAge 18-65 years, HbA1c 7%-10.5%SGLT2iDapagliflozin + metformin58Male: 35, female: 2353 (9.1)5.0 (3.0- 9.0)77.5 (13.9)7.7 (7.08- 8.43)12 weeks
Non-SGLT2iSulfonylurea + metformin52Male: 31, female: 2156 (9.1)6.0 (3.0- 10.3)75.6 (15.35)7.6 (6.9-8.1)
Yousuf et al[27], 2022, Pakistan Prospective case-control observationalAge 18-65 years, HbA1c < 8.5%SGLT2iEmpagliflozin + metformin ± DPP4i58Male: 30, female: 2852.1 (10.63)6.98 (5.08)NA7.74 (0.89)14 weeks
Non-SGLT2iSulfonylurea + metformin ± DPP4i 58Male: 31, female: 2750.43 (9.23)5.84 (5.82)NA7.9 (0.83)
Table 2 Comparison of the safety outcomes in the sodium-glucose cotransporter-2 inhibitor vs non- sodium-glucose cotransporter-2 inhibitor arms
Outcome variables (categorical)
Number of included studies
Number of participants with outcome/participants analyzed (%)
Pooled effect size
I2 (%)
P value
SGLT2i arm
Non-SGLT2i arm
Any AE, RR (95%CI)371/39753/4621.40 (0.83-2.39)590.21
Serious AE, RR (95%CI)21/2200/2112.74 (0.11-68.72)Not available0.54
Hospitalization, RR (95%CI)22/1350/1292.84 (0.30-26.98)00.36
Abdominal pain, RR (95%CI)39/8059/8161.55 (0.62-3.88)00.35
Dehydration, RR (95%CI)564/104230/10501.79 (0.83-3.83)580.14
Dizziness, RR (95%CI)421/97132/9370.66 (0.10-4.21)810.66
Postural dizziness, RR (95%CI)565/4274/3966.39 (1.58-25.80)440.009
Hypotension/postural hypotension, RR (95%CI)761/12654/11954.43 (1.35-14.55)310.01
Volume depletion, RR (95%CI)440/57133/5131.34 (0.62-2.90)540.46
Headache, RR (95%CI)410/44514/5180.90 (0.38-2.14)50.81
Hunger, RR (95%CI)310/26820/2670.33 (0.04-2.78)740.31
Sweating, RR (95%CI)28/2106/2091.38 (0.51-3.78)00.53
Generalized weakness, RR (95%CI)422/32627/3190.58 (0.14-2.45)540.46
Symptomatic hyperglycemia, RR (95%CI)429/35639/4740.81 (0.54-1.20)00.29
Increased urination, RR (95%CI)423/32214/3572.15 (0.81-5.70)160.12
Symptomatic hypoglycemia, RR (95%CI)1056/1640135/16460.53 (0.29-0.97)690.04
Severe hypoglycemia, RR (95%CI)30/3758/4350.14 (0.02-1.11)00.06
Genital infection, RR (95%CI)47/3263/3192.03 (0.23-17.59)470.52
Urinary tract infection, RR (95%CI)515/124115/11881.18 (0.53-2.60)00.69
Broke fast, RR (95%CI)28/12614/1230.38 (0.03-5.26)700.47
Number of days fasted, MD (95%CI)3252296-0.26 (-1.72 to 1.21)880.73
Serum urea (mmol/L), MD (95%CI)283830.67 (-0.52 to 1.87)860.27
Serum creatinine (mg/dL), MD (95%CI)54854230.03 (-0.05 to 0.11)640.43
Estimated glomerular filtration rate (mL/minute/1.73 m2), MD (95%CI)713111189-0.81 (-1.83 to 0.20)00.12
Serum sodium (mmol/L), MD (95%CI)31012922-1.00 (-1.34 to -0.67)0< 0.00001
Serum potassium (mmol/L), MD (95%CI)310129220.01 (-0.17 to 0.19)510.89