| Literature DB >> 35894933 |
Yumie Takeshita1, Masao Honda2, Kenichi Harada3, Yuki Kita1, Noboru Takata2, Hiromasa Tsujiguchi4, Takeo Tanaka1, Hisanori Goto1, Yujiro Nakano1, Noriho Iida2, Kuniaki Arai2, Tatsuya Yamashita2, Eishiro Mizukoshi2, Hiroyuki Nakamura4, Shuichi Kaneko2, Toshinari Takamura1.
Abstract
OBJECTIVE: Nonalcoholic fatty liver disease (NAFLD) is a liver phenotype of type 2 diabetes and obesity. Currently, the efficacy of sodium-glucose cotransporter 2 (SGLT2) inhibitors and sulfonylureas in liver pathology and hepatic gene expression profiles for type 2 diabetes with NAFLD are unknown. RESEARCH DESIGN AND METHODS: We conducted a 48 week, randomized, open-label, parallel-group trial involving participants with biopsy-confirmed NAFLD. A total of 40 participants were randomly assigned to receive once daily 20 mg tofogliflozin or 0.5 mg glimepiride. The primary outcome was the percentage of participants with at least an improvement in all individual scores for histological categories of steatosis, hepatocellular ballooning, lobular inflammation, and fibrosis by at least 1 point. The secondary end points were the changes in liver enzymes, metabolic markers, and hepatic gene expression profiles.Entities:
Mesh:
Substances:
Year: 2022 PMID: 35894933 PMCID: PMC9472500 DOI: 10.2337/dc21-2049
Source DB: PubMed Journal: Diabetes Care ISSN: 0149-5992 Impact factor: 17.152
Baseline characteristics of the participants (n = 40)
| Characteristics | Normal range | All ( | Tofogliflozin ( | Glimepiride ( | |
|---|---|---|---|---|---|
| Male, | 21 (53) | 7 (35) | 14 (70) | 0.027 | |
| Diabetes, | 40 (100) | 20 (100) | 20 (100) | NA | |
| Hypertension, | 24 (60) | 12 (60) | 12 (60) | 1.000 | |
| Dyslipidemia, | 32 (80) | 16 (80) | 16 (80) | 0.653 | |
| Age, years | 56.5 (40.5–65.0) | 59.0 (43.0–64.8) | 50.5 (38.3–65.0) | 0.445 | |
| AST, IU/L | 13–33 | 28.0 (22.0–51.0) | 28.0 (24.3–54.5) | 30.0 (21.3–49.0) | 0.602 |
| ALT, IU/L | 6–27 | 40.0 (28.0–73.0) | 36.0 (28.0–77.5) | 48.0 (35.5–60.0) | 0.398 |
| γ-Glutamyl transferase, IU/L | 10–47 | 46.0 (36.0–63.0) | 50.0 (36.5–77.8) | 42.5 (30.0–59.8) | 0.221 |
| Alkaline phosphatase, IU/L | 115–359 | 224.0 (200.0–283.0) | 238.0 (173.5–286.0) | 218.5 (191.8–258.0) | 0.947 |
| Total bilirubin, mg/dL | 0.3–1.2 | 0.70 (0.70–1.00) | 0.70 (0.63–0.90) | 0.80 (0.60–1.00) | 0.602 |
| FIB-4 index | 1.12 (0.76–1.50) | 1.10 (0.83–1.48) | 0.95 (0.50–1.49) | 0.277 | |
| Liver steatosis, as assessed by FibroScan, dB/m | 100–220 | 291.4 (38.3) | 288.6 (37.9) | 300.4 (28.9) | 0.223 |
| Liver stiffness, as assessed by FibroScan, kPa | 1.5–5.0 | 6.3 (4.8–9.1) | 5.7 (4.3–7.3) | 6.4 (4.7–11.3) | 0.581 |
| Total activity score for NALFD | 4.45 (1.48) | 4.40 (1.76) | 4.50 (1.19) | 0.904 | |
| Fasting plasma glucose, mg/dL | 69–109 | 143.0 (123.0–158.0) | 144.0 (120.0–157.8) | 141.0 (128.3–158.0) | 0.947 |
| HbA1c, % | 4.6–6.2 | 8.1 (7.3–8.8) | 7.9 (7.4–8.4) | 8.2 (7.3–9.2) | 0.565 |
| HbA1c, mmol/mol | 27.0–44.0 | 64.0 (56.0–73.0) | 63.0 (57.0–67.8) | 65.5 (55.3–76.8) | 0.565 |
| C-peptide immunoreactivity, ng/mL | 0.80–2.50 | 2.84 (0.91) | 2.81 (0.92) | 2.86 (0.92) | 0.852 |
| Body weight, kg | 82.0 (21.9) | 79.3 (18.2) | 84.7 (25.4) | 0.449 | |
| BMI, kg/m2 | 31.5 (7.7) | 31.0 (6.7) | 32.0 (8.8) | 0.705 | |
| Systolic blood pressure, mmHg | 129.6 (13.6) | 129.3 (12.7) | 130.0 (14.8) | 0.864 | |
| Pulse rate, bpm | 82.7 (12.7) | 81.2 (13.1) | 84.2 (12.6) | 0.471 | |
| Total cholesterol, mg/dL | 128–219 | 173.3 (34.7) | 170.1 (28.1) | 176.5 (40.7) | 0.567 |
| Triglycerides, mg/dL | 30–149 | 137.0 (120.0–218.0) | 140.0 (115.0–204.0) | 140.5 (123.0–228.0) | 0.602 |
| HDL cholesterol, mg/dL | 40–99 | 42.7 (10.1) | 44.8 (11.6) | 40.7 (8.1) | 0.204 |
Categorical variables are presented as n (%). Continuous variables are presented as mean (SD) or median (interquartile range). NA, not analyzed.
The between-group comparison at baseline was performed with the χ2 test or Fisher test for categorical variables and the Mann-Whitney U test in nonparametric parameters or the two-sample t test in normal distribution for continuous parameters.
Hepatic histological scores
| Tofogliflozin ( | Glimepiride ( | ||||||
|---|---|---|---|---|---|---|---|
| Histologic features | Before | After | Before | After | |||
| Steatosis | |||||||
| Score, | |||||||
| 0 (<5%) | 0 | 5 | 0 | 0 | |||
| 1 (5–33%) | 8 | 11 | 6 | 11 | |||
| 2 (33–66%) | 8 | 3 | 9 | 5 | |||
| 3 (>66%) | 4 | 1 | 5 | 4 | |||
| Improvement, % | 65 | 0.001 | 30 | 0.058 | 0.141 | ||
| Hepatocellular ballooning | |||||||
| Score, | |||||||
| 0 (None) | 3 | 10 | 1 | 5 | |||
| 1 (few balloon cells) | 10 | 9 | 14 | 11 | |||
| 2 (many balloon cells) | 7 | 1 | 5 | 4 | |||
| Improvement, % | 55 | 0.002 | 25 | 0.025 | 0.098 | ||
| Lobular inflammation | |||||||
| Score, | |||||||
| 0 (0 focus) | 1 | 4 | 0 | 0 | |||
| 1 (<2 foci per 200∗field) | 11 | 16 | 13 | 14 | |||
| 2 (2–4 foci per 200∗field) | 7 | 0 | 7 | 6 | |||
| 3 (>4 foci per 200∗field) | 1 | 0 | 0 | 0 | |||
| Improvement, % | 50 | 0.003 | 15 | 0.655 | 0.064 | ||
| Fibrosis | |||||||
| Score, | |||||||
| 0 (none) | 3 | 10 | 2 | 6 | |||
| 1 (perisinusoidal or periportal) | 7 | 7 | 11 | 7 | |||
| 2 (perisinusoidal and portal or periportal) | 8 | 1 | 3 | 3 | |||
| 3 (bridging fibrosis) | 2 | 2 | 3 | 4 | |||
| 4 (cirrhosis) | 0 | 0 | 1 | 0 | |||
| Improvement, % | 60 | 0.001 | 35 | 0.096 | 0.172 | ||
The P values were calculated with the Wilcoxon signed rank test.
The between-group comparison for the effect of treatment (change from baseline) was performed with the χ2 test.
Figure 1Changes from baseline in liver-related parameters, HbA1c, and weight, according to the study group. Mean values are shown for changes from baseline (the value at follow-up minus the baseline value) for ALT levels (A), AST levels (B), γ-glutamyl transferase (C), FIB-4 index (D), HbA1c (E), and weight (F) among the 20 subjects in the tofogliflozin group and the 20 subjects in the glimepiride group.
Differential signaling pathways in the liver of NAFLD participants altered by treatment with tofogliflozin or glimepiride
| No. | KEGG pathway | Pathway description | Genes, | LS permutation | KS permutation | Up or down | Representative genes |
|---|---|---|---|---|---|---|---|
| Tofogliflozin | |||||||
| Metabolism | |||||||
| 1 | hsa00071 | Fatty acid degradation | 43 | 0.00001 | 0.00001 | Up | |
| 2 | hsa00250, hsa00260, hsa00280, hsa00340, hsa00380 | Amino acids metabolism (Ala, Asn, Gln, Gly, Ser, Thr, Val, Leu, Ile, His, Trp) | 172 | 0.00001 | 0.00001 | Up | |
| 3 | hsa00980 | Metabolism of xenobiotics by cytochrome P450 | 64 | 0.00001 | 0.00009 | Up | |
| 4 | hsa03320 | PPAR signaling pathway | 64 | 0.00001 | 0.00001 | Up | |
| 5 | hsa04146 | Peroxisome | 79 | 0.00001 | 0.00001 | Up | |
| 6 | hsa00051 | Fructose and mannose metabolism | 35 | 0.00005 | 0.00079 | Up | |
| 7 | hsa00830 | Retinol metabolism | 59 | 0.00020 | 0.00022 | Up | |
| 8 | hsa00010 | Glycolysis/gluconeogenesis | 58 | 0.00047 | 0.00363 | Up | |
| 9 | hsa00020 | Citrate cycle (TCA cycle) | 29 | 0.00374 | 0.06582 | Up | |
| 10 | hsa00190 | Oxidative phosphorylation | 97 | 0.00891 | 0.00175 | Up | |
| Cell cycle | |||||||
| 1 | hsa03030 | DNA replication | 36 | 0.00001 | 0.0026 | Down | |
| 2 | hsa04110 | Cell cycle | 124 | 0.00001 | 0.00001 | Down | |
| Apoptosis/inflammation | |||||||
| 1 | hsa04612 | Antigen processing and presentation | 62 | 0.00015 | 0.00165 | Down | |
| 2 | hsa05340 | Primary immunodeficiency | 32 | 0.00042 | 0.00183 | Down | |
| 3 | hsa04210 | Apoptosis | 84 | 0.00256 | 0.00223 | Down | |
| 4 | hsa04010 | MAPK signaling pathway | 229 | 0.00349 | 0.00942 | Down | |
| 5 | hsa04670 | Leukocyte transendothelial migration | 105 | 0.01046 | 0.00038 | Down | |
| Fibrosis | |||||||
| 1 | hsa04510 | Focal adhesion | 190 | 0.00001 | 0.00001 | Down | |
| 2 | hsa04512 | ECM-receptor interaction | 80 | 0.00001 | 0.00057 | Down | |
| 3 | hsa04514 | Cell adhesion molecules | 122 | 0.00002 | 0.00009 | Down | |
| Glimepiride | |||||||
| Metabolism | |||||||
| 1 | hsa04146 | Peroxisome | 79 | 0.0017 | 0.00001 | Up | |
| 2 | hsa00071 | Fatty acid degradation | 43 | 0.0085 | 0.00048 | Up | |
| 3 | hsa00980 | Metabolism of xenobiotics by cytochrome P450 | 64 | 0.0271 | 0.00445 | Up | |
ACADSB, acyl-CoA dehydrogenase short/branched chain; ACO1, aconitase 1; ACOX2, acyl-CoA oxidase 2; ACSL5, acyl-CoA synthetase long chain family member 5; ADH1A, alcohol dehydrogenase 1A (class I), α polypeptide; ADH7, alcohol dehydrogenase 7 (class IV), μ or sigma polypeptide; AGXT, alanine–glyoxylate and serine–pyruvate aminotransferase; ALDH3A1, aldehyde dehydrogenase 3 family member A1; ALDH3A2, aldehyde dehydrogenase 3 family member A2; ALDOB, aldolase, fructose-bisphosphate B; APOA5, apolipoprotein A5; BCKDHB, branched chain keto acid dehydrogenase E1 subunit beta; BIRC3, baculoviral IAP repeat containing 3; CCNB1, cyclin B1; CD14, CD14 molecule; CD3E, CD3e molecule; CDC7, cell division cycle 7; CHEK1, checkpoint kinase 1; CIITA, class II major histocompatibility complex transactivator; CLDN7, claudin 7; CNTNAP2, contactin associated protein 2; COL1A1, collagen type I α 1 chain; COX17, cytochrome C oxidase copper chaperone; COX6C, cytochrome C oxidase subunit 6C; CXCR4, C-X-C motif chemokine receptor 4; CYP1A1, cytochrome P450 family 1 subfamily A member 1; CYP2A6, cytochrome P450 family 2 subfamily A member 6; CYP2A7, cytochrome P450 family 2 subfamily A member 7; ENO3, enolase 3; FAS, Fas cell surface death receptor; FBP1, fructose-bisphosphatase 1; FGF2, fibroblast growth factor 2; G6PC, glucose-6-phosphatase catalytic subunit 1; GCDH, glutaryl-CoA dehydrogenase; GNMT, glycine N-methyltransferase; GNPAT, glyceronephosphate O-acyltransferase; GSTA2, glutathione S-transferase α 2; HACL1, 2hHydroxyacyl-CoA lyase 1; HLA-DQB1, major histocompatibility complex, class II, DQ beta 1; HMMR, hyaluronan mediated motility receptor; ICAM1, intercellular adhesion molecule 1; IL2RG, interleukin 2 receptor subunit γ; ITGA9, integrin subunit α 9; JAK3, Janus kinase 3; KS, Kolmogorov-Smirnov; LAMA3, laminin subunit α 3; LS, least squares; MAPK, mitogen-activated protein kinase; MCM2, minichromosome maintenance complex component 2; MCM6, minichromosome maintenance complex component 6; MLYCD, malonyl-CoA decarboxylase; NDUFB7, NADH:ubiquinone oxidoreductase subunit B7; PCK1, phosphoenolpyruvate carboxykinase 1; PCK2, phosphoenolpyruvate carboxykinase 2, mitochondrial; PDGFRA, platelet derived growth factor receptor α; PDGFRB, platelet derived growth factor receptor beta; PEX7, peroxisomal biogenesis factor 7; PHYH, phytanoyl-CoA 2-hydroxylase; PMM1, phosphomannomutase 1; PPAR, peroxisome proliferator-activated receptor; PRIM2, DNA primase subunit 2; PXMP2, peroxisomal membrane protein 2; SDC2, syndecan 2; SDHB, succinate dehydrogenase complex iron sulfur subunit B; SLC27A5, solute carrier family 27 member 5; TAP1, transporter 1, ATP binding cassette subfamily B member, ATP binding cassette subfamily B member; TCA, tricarboxylic acid; TNFRSF10D, TNF receptor superfamily member 10d; UGT1A1, UDP glucuronosyltransferase family 1 member A1; UGT1A7, UDP glucuronosyltransferase family 1 member A7; UGT2B10, UDP glucuronosyltransferase family 2 member B10; UGT2B15, UDP glucuronosyltransferase family 2 member B15.
Figure 2Heat maps of gene set enrichment analyses using gene sets of resident cells in the liver defined by single-cell RNA-seq analyses and corresponding liver histological scores before and after the tofogliflozin treatment. The heat maps show one-way hierarchical clustering of 51 representative genes involved in central LSECs and zone 2 and 3 hepatocytes (left) and 59 genes involved in γδT cells, inflammatory macrophages (macs), stellate cells, and plasma cells (right). Histological scores of fibrosis, lobular inflammation, NAS, and steatosis (%) are shown in individual patients before and after treatment, respectively. Gene expression patterns were well correlated with histological changes. The 51 genes involved in LSECs and zone 2 and 3 hepatocytes were coordinately downregulated in the liver with severe steatosis before treatment (left side of left panel). Tofogliflozin upregulated these genes expression (right side of left panel). The 59 genes, representative of γδT cells, inflammatory macrophages, stellate cells, and plasma cells, showed a similar gene expression pattern and clustered in each cell component. These genes were coordinately upregulated in the liver with severe steatosis before treatment (left side of right panel). Tofogliflozin downregulated these genes expression (right side of left panel).