

, Chang Hee Jung
Department of Internal Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
Department of Internal Medicine, Asan Medical Center, University of Ulsan College of Medicine, 88 Olympic-ro 43-gil, Songpa-gu, Seoul 05505, Korea E-mail: chjung0204@gmail.com Copyright © 2026 Korean Diabetes Association
This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (https://creativecommons.org/licenses/by-nc/4.0/) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
CONFLICTS OF INTEREST
Chang Hee Jung has been an associate editor of the Diabetes & Metabolism Journal since 2022. He was not involved in the review process of this article. Otherwise, there was no conflict of interest.
ACKNOWLEDGMENTS
None
FUNDING
None
| Mechanism category | Cancer type | Model type | Detailed findings | Reference |
|---|---|---|---|---|
| 1. SGLT2 expression & glucose uptake (functional presence) | Pancreatic cancer (PDAC) | Human tumor tissue (IHC, ex vivo functional assay); Xenograft (Me4FDG-PET) |
Functional SGLT1/2 expression confirmed in human PDAC by IHC. Active SGLT-mediated glucose uptake confirmed in fresh human tumor slices. Me4FDG-PET validates functional uptake in xenograft models. |
[8] |
| Prostate cancer | Human tumor tissue (IHC); Xenograft (Me4FDG-PET) |
SGLT2 protein expression confirmed in human prostate cancer. Me4FDG uptake validates functional glucose transport in xenografts. |
[8] | |
| Clear cell renal cell carcinoma (ccRCC) | Human tumor tissue (IHC) | SGLT2 protein expressed in ccRCC tissues; higher expression associated with adverse pathology. | [11] | |
| Hepatocellular carcinoma (HCC) | Human tumor tissue (IHC); Mouse model (qPCR) |
SGLT2 protein significantly upregulated in human HCC tissues compared to adjacent non-cancerous tissues (IHC). SGLT2 mRNA upregulation confirmed in c-Myc-induced mouse HCC and cell lines. |
[20,42] | |
| Breast cancer | Cell line (MCF-7, TNBC) |
SGLT2 mRNA/protein identified in BC cell lines; contributes to glucose uptake. Limited validation in human tissues. |
[9,21] | |
| Colorectal cancer | Cell line (HCT116, HT-29) | SGLT2 expression demonstrated at mRNA/protein level in CRC cell lines; absent human IHC data. | [10] | |
| Osteosarcoma | Human tumor tissue (IHC, WB) | Overexpression of SGLT2 protein (but not mRNA) confirmed in human osteosarcoma tissues. | [15] | |
| 2. Mitochondrial complex I inhibition & AMPK activation | Prostate cancer | Cell line; Mouse xenograft (PC3, 22RV1) | Canagliflozin inhibits complex I → ↓ATP → ↑AMP/ATP ratio → AMPK activation → mTOR/MAPK inhibition → apoptosis. | [13,22] |
| Pancreatic cancer | Cell line; Mouse xenograft (PANC-1) | SGLT2i downregulates GLUT1 and LDHA via PI3K/AKT/mTOR inhibition, suppressing glycolysis. | [24] | |
| Breast cancer | Cell line; xenograft | Empagliflozin/canagliflozin activate AMPK, inhibit mTOR signaling, cause mitochondrial destabilization. | [21,27] | |
| Thyroid cancer | Cell line (TPC-1, BCPAP); Mouse xenograft | Canagliflozin inhibits AKT/mTOR and activates AMPK, leading to G1/S arrest and apoptosis. | [30] | |
| Glioblastoma | Cell line (U251MG, U87MG); Syngeneic mouse model (GL261) | Canagliflozin activates AMPK and inhibits p70S6K/S6 ribosomal protein, reducing tumor growth. | [51] | |
| 3. PD-L1 degradation (immune checkpoint modulation) | NSCLC | Primary human tumor cells; Humanized mouse xenograft |
Canagliflozin reduces PD-L1 protein in patient-derived primary NSCLC cells. Mechanism: SGLT2 stabilizes PD-L1 in recycling endosomes → SGLT2i triggers PD-L1 ubiquitination via Cullin3–SPOP → degradation → ↑T-cell cytotoxicity. |
[14] |
| 4. STING–IRF3–IFN-β pathway activation (innate immunity) | Osteosarcoma | Human tumor tissue (IHC); Cell line; Mouse model |
SGLT2 protein overexpression validated in human osteosarcoma tissues. SGLT2i activates STING–IRF3–IFN-β pathway → ↑CD8+ T-cell infiltration, ↑NK-cell infiltration → tumor growth suppression. |
[15] |
| 5. ER stress, ER-phagy, SIRT3 axis activation | Colorectal cancer | Cell line (HCT 116, HT-29) | Canagliflozin induces ER stress and ER-phagy via SGLT2–SIRT3 axis → mitochondrial dysfunction → autophagic cell death. | [10] |
| Breast cancer | Cell line (MDA-MB-231) | Empagliflozin in TNBC cell lines modulates lipid metabolism and induces ER stress-related apoptosis. | [27,38] | |
| 6. DNA damage response (ATM/CHK2, γ-H2AX) | Thyroid cancer | Human tumor tissue (IHC); Cell line; Mouse xenograft |
SGLT2 overexpression validated in human papillary thyroid cancer vs. normal tissue. Canagliflozin induces γ-H2AX accumulation → ATM/CHK2 activation → apoptosis. |
[30] |
| 7. Signaling modulation: PI3K/AKT, Hippo/YAP, SHH, β-catenin | Pancreatic cancer | Human tumor tissue (IHC); Cell line; Mouse xenograft |
SGLT2 overexpression confirmed in human PDAC tissue. SGLT2 promotes tumor progression via hnRNPK–YAP1 → Hippo pathway activation; SGLT2i inhibits this axis. |
[29] |
| Cervical cancer | Human tumor tissue (IHC); Cell line; Mouse xenograft |
SHH pathway upregulation confirmed in human cervical cancer tissue. SGLT2i activates AMPK → inhibits SHH signaling → ↓migration, ↑apoptosis. |
[50] | |
| Hepatocellular carcinoma | Cell line (Huh7); Xenograft |
SGLT2i suppresses β-catenin activation. Empagliflozin directly binds to mTOR, inhibiting phosphorylation and downstream signaling in c-Myc-driven HCC. |
[20] | |
| Lung cancer | Human tumor tissue (IHC); Cell line; Xenograft |
SGLT2 expression detected in human lung cancer tissue. Canagliflozin attenuates proliferation. Inhibition of mTOR–HIF-1α axis and downregulation of HDAC2 enhances radiosensitivity. |
[47,48] | |
| 8. Chemosensitization & drug resistance reversal | Breast & Liver cancer (MDR models) | Cell line (HepG2-ADR, MCF-7); Mouse xenograft |
Canagliflozin inhibits P-glycoprotein (P-gp) efflux pump via ATP depletion. Suppresses cytoprotective autophagy (p-ULK1), reversing doxorubicin resistance. |
[28] |
SGLT2, sodium-glucose cotransporter 2; PDAC, pancreatic ductal adenocarcinoma; IHC, immunohistochemistry; Me4FDG-PET, α-methyl-4-deoxy-4-[18F]fluoro-D-glucopyranoside positron emission tomography; ccRCC, clear cell renal cell carcinoma; HCC, hepatocellular carcinoma; qPCR, quantitative polymerase chain reaction; MCF-7, Michigan Cancer Foundation-7; TNBC, triple-negative breast cancer; CRC, colorectal cancer; WB, Western blot; AMPK, AMP-activated protein kinase; ATP, adenosine triphosphate; AMP, adenosine monophosphate; mTOR, mechanistic target of rapamycin; MAPK, mitogen-activated protein kinase; GLUT1, glucose transporter 1; LDHA, lactate dehydrogenase A; PI3K, phosphoinositide 3-kinase; AKT, protein kinase B; PD-L1, programmed death-ligand 1; NSCLC, non-small cell lung cancer; SGLT2i, sodium-glucose cotransporter 2 inhibitor; STING, stimulator of interferon genes; IRF3, interferon regulatory factor 3; IFN-β, interferon-beta; NK, natural killer; ER, endoplasmic reticulum; SIRT3, sirtuin 3; ATM, ataxia-telangiectasia mutated; CHK2, checkpoint kinase 2; YAP, Yes-associated protein; SHH, sonic hedgehog; MDR, multidrug resistance; HIF-1α, hypoxia-inducible factor 1-alpha; HDAC2, histone deacetylase 2; P-gp, P-glycoprotein; ULK1, unc-51 like autophagy activating kinase 1.
IC50 values and selectivity ratios are approximate and based on available preclinical literature. ‘GI tract’ refers to gastrointestinal cancers where local drug concentrations may be sufficiently high to inhibit SGLT1.
SGLT2, sodium-glucose cotransporter 2; SGLT1, sodium-glucose cotransporter 1; OXPHOS, oxidative phosphorylation; GI, gastrointestinal.
| Study design | Population | Comparator | Cancer outcome assessed | Main findings | References |
|---|---|---|---|---|---|
| RCTs and meta-analyses | >100,000 patients with T2DM from large-scale CV/renal outcome trials | Placebo/active comparators | Overall cancer incidence, cancer mortality | Neutral effect; no increased risk of overall or site-specific cancers | [52,53] |
| Observational cohort (Korea, pancreatic cancer) | Korean NHIS, nationwide (new SGLT2i users) | Other GLDs | Pancreatic cancer incidence | Reduced pancreatic cancer risk in new SGLT2i users | [16] |
| Observational cohort (Korea, prostate cancer) | Korean NHIS, nationwide (new SGLT2i users) | Other GLDs | Prostate cancer incidence | Reduced prostate cancer risk in SGLT2i users, particularly in non-obese individuals | [17] |
| Observational cohort (Hong Kong) | 42,129 male patients with T2DM | DPP-4 inhibitors | Prostate cancer incidence, cancer mortality | 55% lower risk of prostate cancer; reduced cancer-related and all-cause mortality | [55] |
| Observational cohort (Japan) | Nationwide claims data, PSM matched | DPP-4 inhibitors | Overall cancer, CRC incidence | No increased risk overall; signals of reduced CRC with SGLT2i | [56] |
| Observational (multinational, TriNetX) | MASLD+T2DM (n=187,860) | Active comparators (various GLDs) | HCC incidence, mortality | 57% reduced risk of HCC; lower risk of fibrosis and all-cause mortality | [44] |
| Observational (Hong Kong) | T2DM+SGLT2i vs. DPP-4 inhibitor (n=62,699) | DPP-4 inhibitors | HCC incidence | 58% lower risk of HCC; benefit consistent in HBV/HCV and cirrhosis subgroups | [45] |
| Observational (Korea) | T2DM+fatty liver (n=201,542) | Non-SGLT2i users | HCC incidence | Neutral in general NAFLD; Significant reduction in the high-risk group (fatty liver+viral hepatitis) | [46] |
| Observational (UK CPRD) | T2DM new users (n=221,170) | DPP-4 inhibitors | Lung cancer incidence | Neutral effect (HR, 0.96) over a median of 2.4 years follow-up | [49] |
| Systematic review of observational studies | Multiple population cohorts and registries | Various GLDs (esp. DPP-4 inhibitors) | Site-specific cancer risks | Neutral to favorable association; lower risks for liver, lung, and prostate cancers | [57] |
| Mendelian randomization | Genetic proxies for SGLT2 inhibition; circulating metabolites | - | Prostate cancer risk | Genetically proxied inhibition linked to reduced prostate cancer risk | [35] |
| Translational pilot study | Advanced pancreatic adenocarcinoma patients | Chemotherapy± dapagliflozin | Safety, feasibility, metabolic outcomes | Well tolerated; no unexpected toxicity; favorable metabolic modulation | [36] |
| Real-world translational study | GI cancer patients receiving chemo- or radiotherapy | ±SGLT2i (concurrent use) | Survival, treatment tolerance | Improved overall survival, fewer hospitalizations, reduced complications | [58] |
SGLT2i, sodium-glucose cotransporter 2 inhibitor; RCT, randomized controlled trial; T2DM, type 2 diabetes mellitus; CV, cardiovascular; NHIS, National Health Insurance Service; GLD, glucose-lowering drug; DPP-4, dipeptidyl peptidase-4; PSM, propensity-score matching; CRC, colorectal cancer; TriNetX, global health research network; MASLD, metabolic dysfunction-associated steatotic liver disease; HCC, hepatocellular carcinoma; HBV, hepatitis B virus; HCV, hepatitis C virus; NAFLD, non-alcoholic fatty liver disease; CPRD, Clinical Practice Research Datalink; HR, hazard ratio; GI, gastrointestinal.
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| Mechanism category | Cancer type | Model type | Detailed findings | Reference |
|---|---|---|---|---|
| 1. SGLT2 expression & glucose uptake (functional presence) | Pancreatic cancer (PDAC) | Human tumor tissue (IHC, ex vivo functional assay); Xenograft (Me4FDG-PET) | Functional SGLT1/2 expression confirmed in human PDAC by IHC. Active SGLT-mediated glucose uptake confirmed in fresh human tumor slices. Me4FDG-PET validates functional uptake in xenograft models. |
[ |
| Prostate cancer | Human tumor tissue (IHC); Xenograft (Me4FDG-PET) | SGLT2 protein expression confirmed in human prostate cancer. Me4FDG uptake validates functional glucose transport in xenografts. |
[ | |
| Clear cell renal cell carcinoma (ccRCC) | Human tumor tissue (IHC) | SGLT2 protein expressed in ccRCC tissues; higher expression associated with adverse pathology. | [ | |
| Hepatocellular carcinoma (HCC) | Human tumor tissue (IHC); Mouse model (qPCR) | SGLT2 protein significantly upregulated in human HCC tissues compared to adjacent non-cancerous tissues (IHC). SGLT2 mRNA upregulation confirmed in c-Myc-induced mouse HCC and cell lines. |
[ | |
| Breast cancer | Cell line (MCF-7, TNBC) | SGLT2 mRNA/protein identified in BC cell lines; contributes to glucose uptake. Limited validation in human tissues. |
[ | |
| Colorectal cancer | Cell line (HCT116, HT-29) | SGLT2 expression demonstrated at mRNA/protein level in CRC cell lines; absent human IHC data. | [ | |
| Osteosarcoma | Human tumor tissue (IHC, WB) | Overexpression of SGLT2 protein (but not mRNA) confirmed in human osteosarcoma tissues. | [ | |
| 2. Mitochondrial complex I inhibition & AMPK activation | Prostate cancer | Cell line; Mouse xenograft (PC3, 22RV1) | Canagliflozin inhibits complex I → ↓ATP → ↑AMP/ATP ratio → AMPK activation → mTOR/MAPK inhibition → apoptosis. | [ |
| Pancreatic cancer | Cell line; Mouse xenograft (PANC-1) | SGLT2i downregulates GLUT1 and LDHA via PI3K/AKT/mTOR inhibition, suppressing glycolysis. | [ | |
| Breast cancer | Cell line; xenograft | Empagliflozin/canagliflozin activate AMPK, inhibit mTOR signaling, cause mitochondrial destabilization. | [ | |
| Thyroid cancer | Cell line (TPC-1, BCPAP); Mouse xenograft | Canagliflozin inhibits AKT/mTOR and activates AMPK, leading to G1/S arrest and apoptosis. | [ | |
| Glioblastoma | Cell line (U251MG, U87MG); Syngeneic mouse model (GL261) | Canagliflozin activates AMPK and inhibits p70S6K/S6 ribosomal protein, reducing tumor growth. | [ | |
| 3. PD-L1 degradation (immune checkpoint modulation) | NSCLC | Primary human tumor cells; Humanized mouse xenograft | Canagliflozin reduces PD-L1 protein in patient-derived primary NSCLC cells. Mechanism: SGLT2 stabilizes PD-L1 in recycling endosomes → SGLT2i triggers PD-L1 ubiquitination via Cullin3–SPOP → degradation → ↑T-cell cytotoxicity. |
[ |
| 4. STING–IRF3–IFN-β pathway activation (innate immunity) | Osteosarcoma | Human tumor tissue (IHC); Cell line; Mouse model | SGLT2 protein overexpression validated in human osteosarcoma tissues. SGLT2i activates STING–IRF3–IFN-β pathway → ↑CD8+ T-cell infiltration, ↑NK-cell infiltration → tumor growth suppression. |
[ |
| 5. ER stress, ER-phagy, SIRT3 axis activation | Colorectal cancer | Cell line (HCT 116, HT-29) | Canagliflozin induces ER stress and ER-phagy via SGLT2–SIRT3 axis → mitochondrial dysfunction → autophagic cell death. | [ |
| Breast cancer | Cell line (MDA-MB-231) | Empagliflozin in TNBC cell lines modulates lipid metabolism and induces ER stress-related apoptosis. | [ | |
| 6. DNA damage response (ATM/CHK2, γ-H2AX) | Thyroid cancer | Human tumor tissue (IHC); Cell line; Mouse xenograft | SGLT2 overexpression validated in human papillary thyroid cancer vs. normal tissue. Canagliflozin induces γ-H2AX accumulation → ATM/CHK2 activation → apoptosis. |
[ |
| 7. Signaling modulation: PI3K/AKT, Hippo/YAP, SHH, β-catenin | Pancreatic cancer | Human tumor tissue (IHC); Cell line; Mouse xenograft | SGLT2 overexpression confirmed in human PDAC tissue. SGLT2 promotes tumor progression via hnRNPK–YAP1 → Hippo pathway activation; SGLT2i inhibits this axis. |
[ |
| Cervical cancer | Human tumor tissue (IHC); Cell line; Mouse xenograft | SHH pathway upregulation confirmed in human cervical cancer tissue. SGLT2i activates AMPK → inhibits SHH signaling → ↓migration, ↑apoptosis. |
[ | |
| Hepatocellular carcinoma | Cell line (Huh7); Xenograft | SGLT2i suppresses β-catenin activation. Empagliflozin directly binds to mTOR, inhibiting phosphorylation and downstream signaling in c-Myc-driven HCC. |
[ | |
| Lung cancer | Human tumor tissue (IHC); Cell line; Xenograft | SGLT2 expression detected in human lung cancer tissue. Canagliflozin attenuates proliferation. Inhibition of mTOR–HIF-1α axis and downregulation of HDAC2 enhances radiosensitivity. |
[ | |
| 8. Chemosensitization & drug resistance reversal | Breast & Liver cancer (MDR models) | Cell line (HepG2-ADR, MCF-7); Mouse xenograft | Canagliflozin inhibits P-glycoprotein (P-gp) efflux pump via ATP depletion. Suppresses cytoprotective autophagy (p-ULK1), reversing doxorubicin resistance. |
[ |
| Feature | Canagliflozin | Dapagliflozin | Empagliflozin |
|---|---|---|---|
| SGLT2 selectivity (fold vs. SGLT1) | Moderate (~250-fold) | High (~1,200-fold) | Very high (~2,500-fold) |
| SGLT1 inhibition | Yes (at high concentrations) | Minimal | Negligible |
| Mitochondrial complex I inhibition | Potent (IC50 10–20 μM) | Weak/negligible | Weak/negligible |
| Primary anticancer mechanism | Dual: systemic metabolic modulation+direct mitochondrial/SGLT1 inhibition | Predominantly systemic: insulin/glucose lowering | Predominantly systemic: insulin/glucose lowering |
| Potential preferred tumor context | Tumors with SGLT1 expression or high metabolic reliance on OXPHOS (e.g., GI tract where local concentration is high; systemic relevance for prostate/pancreas is theoretical) | Obesity-driven tumors responsive to insulin lowering (e.g., breast, colorectal) | Obesity-driven tumors responsive to insulin lowering; focus on cardioprotection |
| Study design | Population | Comparator | Cancer outcome assessed | Main findings | References |
|---|---|---|---|---|---|
| RCTs and meta-analyses | >100,000 patients with T2DM from large-scale CV/renal outcome trials | Placebo/active comparators | Overall cancer incidence, cancer mortality | Neutral effect; no increased risk of overall or site-specific cancers | [ |
| Observational cohort (Korea, pancreatic cancer) | Korean NHIS, nationwide (new SGLT2i users) | Other GLDs | Pancreatic cancer incidence | Reduced pancreatic cancer risk in new SGLT2i users | [ |
| Observational cohort (Korea, prostate cancer) | Korean NHIS, nationwide (new SGLT2i users) | Other GLDs | Prostate cancer incidence | Reduced prostate cancer risk in SGLT2i users, particularly in non-obese individuals | [ |
| Observational cohort (Hong Kong) | 42,129 male patients with T2DM | DPP-4 inhibitors | Prostate cancer incidence, cancer mortality | 55% lower risk of prostate cancer; reduced cancer-related and all-cause mortality | [ |
| Observational cohort (Japan) | Nationwide claims data, PSM matched | DPP-4 inhibitors | Overall cancer, CRC incidence | No increased risk overall; signals of reduced CRC with SGLT2i | [ |
| Observational (multinational, TriNetX) | MASLD+T2DM (n=187,860) | Active comparators (various GLDs) | HCC incidence, mortality | 57% reduced risk of HCC; lower risk of fibrosis and all-cause mortality | [ |
| Observational (Hong Kong) | T2DM+SGLT2i vs. DPP-4 inhibitor (n=62,699) | DPP-4 inhibitors | HCC incidence | 58% lower risk of HCC; benefit consistent in HBV/HCV and cirrhosis subgroups | [ |
| Observational (Korea) | T2DM+fatty liver (n=201,542) | Non-SGLT2i users | HCC incidence | Neutral in general NAFLD; Significant reduction in the high-risk group (fatty liver+viral hepatitis) | [ |
| Observational (UK CPRD) | T2DM new users (n=221,170) | DPP-4 inhibitors | Lung cancer incidence | Neutral effect (HR, 0.96) over a median of 2.4 years follow-up | [ |
| Systematic review of observational studies | Multiple population cohorts and registries | Various GLDs (esp. DPP-4 inhibitors) | Site-specific cancer risks | Neutral to favorable association; lower risks for liver, lung, and prostate cancers | [ |
| Mendelian randomization | Genetic proxies for SGLT2 inhibition; circulating metabolites | - | Prostate cancer risk | Genetically proxied inhibition linked to reduced prostate cancer risk | [ |
| Translational pilot study | Advanced pancreatic adenocarcinoma patients | Chemotherapy± dapagliflozin | Safety, feasibility, metabolic outcomes | Well tolerated; no unexpected toxicity; favorable metabolic modulation | [ |
| Real-world translational study | GI cancer patients receiving chemo- or radiotherapy | ±SGLT2i (concurrent use) | Survival, treatment tolerance | Improved overall survival, fewer hospitalizations, reduced complications | [ |
SGLT2, sodium-glucose cotransporter 2; PDAC, pancreatic ductal adenocarcinoma; IHC, immunohistochemistry; Me4FDG-PET, α-methyl-4-deoxy-4-[18F]fluoro-D-glucopyranoside positron emission tomography; ccRCC, clear cell renal cell carcinoma; HCC, hepatocellular carcinoma; qPCR, quantitative polymerase chain reaction; MCF-7, Michigan Cancer Foundation-7; TNBC, triple-negative breast cancer; CRC, colorectal cancer; WB, Western blot; AMPK, AMP-activated protein kinase; ATP, adenosine triphosphate; AMP, adenosine monophosphate; mTOR, mechanistic target of rapamycin; MAPK, mitogen-activated protein kinase; GLUT1, glucose transporter 1; LDHA, lactate dehydrogenase A; PI3K, phosphoinositide 3-kinase; AKT, protein kinase B; PD-L1, programmed death-ligand 1; NSCLC, non-small cell lung cancer; SGLT2i, sodium-glucose cotransporter 2 inhibitor; STING, stimulator of interferon genes; IRF3, interferon regulatory factor 3; IFN-β, interferon-beta; NK, natural killer; ER, endoplasmic reticulum; SIRT3, sirtuin 3; ATM, ataxia-telangiectasia mutated; CHK2, checkpoint kinase 2; YAP, Yes-associated protein; SHH, sonic hedgehog; MDR, multidrug resistance; HIF-1α, hypoxia-inducible factor 1-alpha; HDAC2, histone deacetylase 2; P-gp, P-glycoprotein; ULK1, unc-51 like autophagy activating kinase 1.
IC50 values and selectivity ratios are approximate and based on available preclinical literature. ‘GI tract’ refers to gastrointestinal cancers where local drug concentrations may be sufficiently high to inhibit SGLT1. SGLT2, sodium-glucose cotransporter 2; SGLT1, sodium-glucose cotransporter 1; OXPHOS, oxidative phosphorylation; GI, gastrointestinal.
SGLT2i, sodium-glucose cotransporter 2 inhibitor; RCT, randomized controlled trial; T2DM, type 2 diabetes mellitus; CV, cardiovascular; NHIS, National Health Insurance Service; GLD, glucose-lowering drug; DPP-4, dipeptidyl peptidase-4; PSM, propensity-score matching; CRC, colorectal cancer; TriNetX, global health research network; MASLD, metabolic dysfunction-associated steatotic liver disease; HCC, hepatocellular carcinoma; HBV, hepatitis B virus; HCV, hepatitis C virus; NAFLD, non-alcoholic fatty liver disease; CPRD, Clinical Practice Research Datalink; HR, hazard ratio; GI, gastrointestinal.
