Target trial emulations for tirzepatide, semaglutide and SGLT2-inhibitors for dementia
Table of Contents
- Tirzepatide, Semaglutide, and SGLT2 Inhibitors: Dementia Risk in Type 2 Diabetes
- Abstract
- Study at a Glance
- Study Snapshot
- Study Facts Table
- What Researchers Actually Did
- Key Findings: Primary Outcomes
- Key Findings: Secondary Outcomes
- Adverse Events and Safety Profile
- Statistical Approach and Rigor
- Clinical Takeaway
- Why This Matters Clinically
- CED Clinical Relevance
- Fits What We Already Know
- What This Study Teaches Us
- Read This Paper Through Nine Different Lenses
- What is the main finding of the study?
- How does the study compare tirzepatide to other treatments?
- What is the significance of the hazard ratios mentioned in the study?
- What is an E-value in this context?
- Why is the mortality reduction with tirzepatide versus SGLT2 inhibitors noted with skepticism?
- What is a propensity-score-matched retrospective cohort study?
- How does the study address potential biases?
- What are the limitations of this study?
- What does the Bell’s palsy falsification endpoint indicate?
- How should clinicians interpret these findings?
- Read next
Tirzepatide, Semaglutide, and SGLT2 Inhibitors: Dementia Risk in Type 2 Diabetes
Dementia Prevention
Type 2 Diabetes
GLP-1 Receptor Agonists
SGLT2 Inhibitors
What You’ll Learn
- How tirzepatide compares to semaglutide and SGLT2 inhibitors on 2-year incident dementia risk in adults with type 2 diabetes
- What the hazard ratios, confidence intervals, and E-values actually tell us — and what they don’t
- Why the observed mortality reduction with tirzepatide versus SGLT2 inhibitors warrants skepticism, even with a high E-value
- What this real-world signal means for clinical practice before any randomized trial confirms it
Abstract
Aims: Evidence suggests sodium glucose co-transporter 2 inhibitors and glucagon-like peptide-1 receptor agonists may reduce the onset or progression of dementia. The effect of the dual GLP-1/GIP receptor agonist tirzepatide on dementia outcomes remains unknown. We compared tirzepatide, semaglutide, and SGLT2 inhibitors in relation to incident dementia in patients with type 2 diabetes.Methods: Three target trial emulations (TTE) were conducted using real-world data from the TriNetX global federated network: TTE1 (tirzepatide vs. SGLT2-i), TTE2 (semaglutide vs. SGLT2-i), and TTE3 (tirzepatide vs. semaglutide). Eligible adults with type 2 diabetes without dementia at baseline were included. Follow-up was two years. First diagnosis of dementia, MACE, and all-cause mortality were analyzed using survival analysis after propensity score matching.
Want to apply this research to your care?
CED Clinic translates emerging research into individualized clinical care. Dr. Caplan has treated 30,000+ patients.
Book a consultation →Results: After matching, TTE1 included 14,462 patients; TTE2, 57,959; TTE3, 12,246. Tirzepatide was associated with a lower risk of dementia versus semaglutide (HR 0.69, 95% CI 0.48–0.99, p = 0.04) and SGLT2-i (HR 0.66, 95% CI 0.47–0.93, p = 0.02), and lower mortality (HR 0.72, 95% CI 0.58–0.90, p < 0.01 vs. semaglutide; HR 0.29, 95% CI 0.23–0.37, p < 0.01 vs. SGLT2-i). Tirzepatide and semaglutide reduced MACE vs. SGLT2-i.
Conclusions: Tirzepatide is associated with a lower risk of dementia versus semaglutide and SGLT2-i in type 2 diabetes. These findings are hypothesis-generating, requiring confirmation in randomised controlled trials.
DOI: https://doi.org/10.1016/j.diabres.2026.113083
Published Online: January 14, 2026
Study at a Glance
| Design | Three target trial emulations using propensity-score-matched retrospective cohort data from the TriNetX global federated network (>150 million patients, >140 health care organizations) |
| Population | Adults with type 2 diabetes, no prior dementia, initiating tirzepatide, semaglutide, or an SGLT2 inhibitor between May 2022 and May 2023 |
| Sample sizes (post-match) | TTE1: 14,462 per arm; TTE2: 57,959 per arm; TTE3: 12,246 per arm |
| Primary endpoint | First-time diagnosis of incident dementia (Alzheimer’s disease, vascular dementia, or mixed dementia) within 2 years |
| Key finding | Tirzepatide associated with 31–34% lower hazard of incident dementia versus both semaglutide (HR 0.69) and SGLT2-i (HR 0.66); semaglutide associated with 29% lower hazard versus SGLT2-i (HR 0.71) |
Study Snapshot
| Comparison | n (per arm) | Dementia HR (95% CI) | p-value | MACE HR | Mortality HR |
|---|---|---|---|---|---|
| Tirzepatide vs. SGLT2-i | 14,462 | 0.66 (0.47–0.93) | 0.02 | 0.80 (0.73–0.90) | 0.29 (0.23–0.37) |
| Semaglutide vs. SGLT2-i | 57,959 | 0.71 (0.63–0.78) | <0.01 | 0.84 (0.80–0.88) | 0.53 (0.49–0.57) |
| Tirzepatide vs. Semaglutide | 12,246 | 0.69 (0.48–0.99) | 0.04 | 0.95 (0.85–1.06) NS | 0.72 (0.58–0.90) |
HR = hazard ratio; NS = not statistically significant; MACE = major adverse cardiovascular events. All HRs derived from propensity-score-matched Kaplan-Meier survival analysis.
Study Facts Table
| Authors | Younis A, Henney AE, Riley DR, Anson M, Zhao SS, Ibarburu GH, Malik RA, Su L, Lip GYH, Cuthbertson DJ, Alam U |
| Journal | Diabetes Research and Clinical Practice |
| Year | 2026 (online January 14, 2026) |
| Design | Retrospective cohort study using target trial emulation framework; three separate TTEs; active comparator new-user design; propensity score matched 1:1; Kaplan-Meier survival analysis; intention-to-treat |
| Total sample (pre-match) | TTE1: 185,028; TTE2: 222,346; TTE3: 121,688 |
| Intervention | Tirzepatide (TTE1 and TTE3) or semaglutide (TTE2 and TTE3) initiated May 2022 to May 2023 |
| Comparator | SGLT2 inhibitor (TTE1 and TTE2) or semaglutide (TTE3) |
| Primary endpoint | First-time diagnosis of incident dementia (Alzheimer’s, vascular, or mixed) within 2 years |
| Key results | Tirzepatide vs. SGLT2-i: HR 0.66 (0.47–0.93), p=0.02; Semaglutide vs. SGLT2-i: HR 0.71 (0.63–0.78), p<0.01; Tirzepatide vs. Semaglutide: HR 0.69 (0.48–0.99), p=0.04 |
| Adverse events | Not reported as a dedicated safety endpoint; contraindications to treatment (pancreatitis, thyroid cancer, gallstones, gastroparesis, ketoacidosis) were exclusion criteria |
| Funding | No specific grant from any public, commercial, or not-for-profit funding agency |
| Conflicts of interest | Multiple authors report consultancy fees, speaker honoraria, and investigator-initiated grants from pharmaceutical companies including Novo Nordisk, Eli Lilly, AstraZeneca, and others; detailed disclosures appear in the paper |
What Researchers Actually Did
Younis and colleagues used the TriNetX global federated network — a real-world database containing electronic health records from more than 150 million patients across more than 140 health care organizations, predominantly in North America and Western Europe — to emulate three separate target trials. Adults with type 2 diabetes who initiated tirzepatide, semaglutide, or an SGLT2 inhibitor between May 2022 and May 2023 were enrolled; the May 2022 lower bound was chosen because that is when tirzepatide received FDA approval for type 2 diabetes, ensuring all three drugs were concurrently available and that time zero was synchronized. Patients were required to have no history of dementia, no prior co-prescription of the study drugs, and no glucose-lowering therapy within the preceding six months — the last criterion operationalizes a new-user design intended to reduce carryover confounding and depletion-of-susceptibles bias. Contraindicated conditions (pancreatitis, thyroid cancer, gallstones, gastroparesis, ketoacidosis) were excluded.
Each treatment arm was propensity-score matched 1:1 to its comparator on 32 baseline covariates spanning demographics, socioeconomic status, cardiometabolic comorbidities, anthropometrics, biochemistry (HbA1c, eGFR), and concomitant medications. Balancing was confirmed using standardized mean differences below 0.10 in all matched pairs. Kaplan-Meier survival curves and Cox proportional hazard models were applied, with follow-up capped at 2 years. Bell’s palsy was pre-specified as a falsification outcome — a condition with no plausible biological link to any of the study drugs — to probe for residual confounding or systematic coding artifacts. E-values were calculated to quantify the minimum strength of unmeasured confounding that could nullify each observed association.
Key Findings: Primary Outcomes
- Tirzepatide vs. SGLT2 inhibitors (TTE1, n=14,462 per arm): 55 dementia events in the tirzepatide arm vs. 79 in the SGLT2-i arm; HR 0.66 (95% CI 0.47–0.93), p=0.02. E-value for the point estimate: 2.40; E-value for the CI limit closest to null: 1.36.
- Semaglutide vs. SGLT2 inhibitors (TTE2, n=57,959 per arm): 518 dementia events vs. 696; HR 0.71 (95% CI 0.63–0.78), p<0.01. E-value for the point estimate: 2.17; CI E-value: 1.88.
- Tirzepatide vs. semaglutide (TTE3, n=12,246 per arm): 51 dementia events vs. 73; HR 0.69 (95% CI 0.48–0.99), p=0.04. E-value for the point estimate: 2.26; CI E-value: 1.11.
- Bell’s palsy falsification endpoint showed no statistically significant difference across all three TTEs (TTE1: HR 0.69, p=0.16; TTE2: HR 1.03, p=0.85; TTE3: HR 0.66, p=0.19), providing at least partial reassurance against gross systematic bias.
Key Findings: Secondary Outcomes
- MACE, tirzepatide vs. SGLT2-i: HR 0.80 (95% CI 0.73–0.90), p<0.01 — tirzepatide favored.
- MACE, semaglutide vs. SGLT2-i: HR 0.84 (95% CI 0.80–0.88), p<0.01 — semaglutide favored.
- MACE, tirzepatide vs. semaglutide: HR 0.95 (95% CI 0.85–1.06), p=0.34 — no statistically significant difference. Authors note limited statistical power in this smaller comparison.
- All-cause mortality, tirzepatide vs. SGLT2-i: HR 0.29 (95% CI 0.23–0.37), p<0.01. Authors explicitly acknowledge this magnitude is likely not fully causal; E-value for the point estimate was 6.35 and for the CI limit was 4.85, but the authors themselves flag that such confounding remains plausible.
- All-cause mortality, semaglutide vs. SGLT2-i: HR 0.53 (95% CI 0.49–0.57), p<0.01.
- All-cause mortality, tirzepatide vs. semaglutide: HR 0.72 (95% CI 0.58–0.90), p<0.01 — tirzepatide favored.
- No formal subgroup analyses for incident dementia were conducted due to the low absolute event count.
Adverse Events and Safety Profile
This study was not designed to assess treatment-emergent adverse events, and no dedicated safety data are reported. Conditions constituting contraindications to the study drugs — pancreatitis, thyroid cancer, gallstones, gastroparesis, and diabetic ketoacidosis — were exclusion criteria rather than monitored outcomes. Tolerability differences between agents may exist in practice and could influence real-world adherence, but TriNetX does not capture refill behavior, dose titration, or explicit stop dates; therefore, differential discontinuation rates between arms remain unquantifiable in this dataset.
Statistical Approach and Rigor
The target trial emulation framework, combined with an active comparator new-user design and a six-month washout, represents a methodologically sound approach to minimizing prevalent-user bias, carryover confounding, and immortal time bias. Propensity score matching on 32 covariates achieved acceptable balance (SMD <0.10). The use of E-values to quantify sensitivity to unmeasured confounding is appropriate and reported transparently. However, several concerns temper confidence: the tirzepatide-versus-semaglutide comparison yields a CI E-value of only 1.11, meaning a confounder with an association as modest as 1.11-fold with both exposure and outcome could shift the confidence interval to include the null. Absolute event counts are low, particularly in TTE1 (55 vs. 79 events) and TTE3 (51 vs. 73 events), constraining precision and limiting subgroup analyses. Dementia ascertainment relied on ICD-10 codes, which may undercount true incident cases — especially with short follow-up. The intention-to-treat framework, while appropriate for emulating a trial, may attenuate true pharmacological differences when adherence is differential. Missing data are excluded rather than imputed by TriNetX, and completeness for HbA1c and BMI was below 85% in several arms.
Clinical Takeaway
For clinicians managing adults with type 2 diabetes who carry elevated dementia risk — an overlapping population given the 60% excess dementia risk conferred by type 2 diabetes — this study provides the first direct comparative signal that tirzepatide may reduce incident dementia more than semaglutide or SGLT2 inhibitors. The absolute event numbers are small, the follow-up is short relative to the decades-long neurodegenerative trajectory of dementia, and residual confounding from channeling bias (SGLT2 inhibitors preferentially prescribed in heart failure and chronic kidney disease; incretin therapies in obesity) cannot be excluded despite matching. The Bell’s palsy falsification endpoint is reassuring, and the effect direction is consistent across all three comparisons. This is a signal worth monitoring closely, not a practice-changing finding on its own.
Why This Matters Clinically
Dementia affects an estimated 57.4 million people globally and is projected to reach 152.8 million by 2050, with type 2 diabetes independently conferring a roughly 60% excess risk. No disease-modifying pharmacotherapy for dementia has passed phase 3 trials. The EVOKE and EVOKE+ trials of oral semaglutide in early Alzheimer’s disease failed to meet their primary endpoint, and the ELAD trial of liraglutide did not achieve significance on cerebral glucose metabolism. Against that backdrop, observational data suggesting a meaningful dementia risk reduction with tirzepatide — the most efficacious incretin-based therapy currently available — deserves scientific attention. If confirmed in randomized trials, the implication would be that selecting tirzepatide over semaglutide in a patient with type 2 diabetes and dementia risk factors serves dual metabolic and neuroprotective goals. The cardiovascular and mortality associations must be interpreted with particular caution given the magnitude and the plausibility of residual confounding.
CED Clinical Relevance
At CED Clinic, patients presenting with cannabis use and concurrent metabolic conditions — including type 2 diabetes, obesity, and metabolic syndrome — frequently carry the same cardiometabolic risk profile studied here. Many of these patients are already engaged in conversations about GLP-1 receptor agonist therapy for weight management and glycemic control. This study adds a preliminary, hypothesis-generating layer to those discussions: the agent chosen for metabolic reasons may also carry differential neurocognitive implications. That said, no prescription decision at CED Clinic should be altered on the basis of this single retrospective signal. The appropriate response is to document dementia risk factors formally, revisit the literature as RCT data emerge, and ensure patients understand the speculative nature of neuroprotection claims for any current diabetes medication.
Fits What We Already Know
This study situates within a growing body of observational and trial-derived evidence. A Korean nationwide cohort study cited by the authors found that SGLT2 inhibitors reduced all-cause dementia risk by 21% versus other oral glucose-lowering agents. Wang et al., using a similar TriNetX-based target trial emulation, found semaglutide associated with a 40–70% lower dementia incidence compared to insulin or other GLP-1 receptor agonists — a larger effect size than the semaglutide-versus-SGLT2-i comparison in the current study, which the authors attribute to the choice of a more active comparator. Tang et al. demonstrated GLP-1 receptor agonists associated with 31% lower dementia risk versus sulfonylureas and 23% lower risk versus DPP-4 inhibitors in older Swedish patients with type 2 diabetes. Pooled randomized controlled trial data from Nørgaard et al. showed GLP-1 receptor agonist treatment associated with a 53% lower dementia rate compared to placebo. In animal models, GLP-1/GIP dual agonism has demonstrated superior neuroprotective effects relative to GLP-1 monotherapy in models of Alzheimer’s disease and Parkinson’s disease, and tirzepatide specifically has shown a protective effect on spatial learning and memory in diabetic rats via modulation of insulin resistance and amyloid-beta accumulation — though two mouse model studies found neither semaglutide nor tirzepatide altered neurodegeneration pathology. The current study is the first to pit tirzepatide directly against semaglutide and SGLT2 inhibitors on a dementia endpoint in a large human cohort.
What This Study Teaches Us
In plain terms: among adults with type 2 diabetes followed for two years, those who started tirzepatide were diagnosed with dementia less frequently than those who started either semaglutide or an SGLT2 inhibitor — even after adjusting statistically for dozens of background differences between groups. The size of the difference was modest in absolute terms (55 vs. 79 events in the tirzepatide/SGLT2-i comparison; 51 vs.
Read This Paper Through Nine Different Lenses
The same evidence can produce very different conclusions depending on the question being asked. Explore this study through multiple physician-guided interpretive frameworks.
Overview
This study provides the first direct comparative signal that tirzepatide may reduce incident dementia more than semaglutide or SGLT2 inhibitors in adults with type 2 diabetes. The findings are based on three target trial emulations using real-world data, which helps to minimize bias.
While the results are promising, they should be interpreted with caution due to limitations such as short follow-up and low absolute event counts. Further randomized controlled trials are needed to confirm these findings.
- Tirzepatide associated with 31-34% lower hazard of incident dementia compared to semaglutide and SGLT2 inhibitors.
- Semaglutide also showed a reduced risk of dementia compared to SGLT2 inhibitors, but not as significant as tirzepatide.
- High E-values for mortality reduction suggest caution in interpreting these results.
Patient Takeaway
For patients with type 2 diabetes, this study suggests that tirzepatide may offer additional benefits in reducing the risk of dementia compared to other treatments like semaglutide and SGLT2 inhibitors. However, it’s important to discuss these findings with your healthcare provider before making any changes to your treatment plan.
The study highlights the importance of continued research to confirm these results and understand the full implications for patient care.
- Tirzepatide may reduce dementia risk more than semaglutide or SGLT2 inhibitors.
- Semaglutide also reduces dementia risk compared to SGLT2 inhibitors, but not as significantly.
- Further studies are needed to confirm these findings and understand their implications for patient care.
Clinician’s POV
Clinicians managing adults with type 2 diabetes should be aware of the potential benefits of tirzepatide in reducing incident dementia risk compared to semaglutide and SGLT2 inhibitors. However, these findings are hypothesis-generating and require confirmation in randomized controlled trials.
Consider discussing these results with patients and incorporating them into treatment decisions cautiously, while awaiting further research.
- Tirzepatide associated with lower dementia risk compared to semaglutide and SGLT2 inhibitors.
- Semaglutide also reduces dementia risk compared to SGLT2 inhibitors, but not as significantly.
- Further randomized controlled trials are needed to confirm these findings.
A Skeptical Read
While the study suggests that tirzepatide may reduce dementia risk more than semaglutide and SGLT2 inhibitors, several limitations should be considered. The short follow-up period and low absolute event counts limit the precision of the results.
The high E-values for mortality reduction also suggest that unmeasured confounding could explain these effects. Therefore, skepticism is warranted until further randomized controlled trials confirm these findings.
- Short follow-up and low absolute event counts limit study precision.
- High E-values for mortality reduction suggest potential unmeasured confounding.
- Further randomized controlled trials are needed to confirm these findings.
Study Critic
Critics may point to several methodological limitations in this study, including short follow-up, low absolute event counts, and reliance on ICD-10 codes for dementia diagnosis. These factors could introduce bias and affect the validity of the results.
Additionally, the lack of safety data and differential discontinuation rates between treatment arms are important considerations that critics might highlight.
- Short follow-up and low absolute event counts limit study precision.
- Reliance on ICD-10 codes for dementia diagnosis may introduce bias.
- Lack of safety data and differential discontinuation rates are potential concerns.
Compared to Past Research
Past research has suggested that GLP-1 receptor agonists and SGLT2 inhibitors may have potential benefits in reducing dementia risk in type 2 diabetes. However, the specific effects of tirzepatide compared to these other treatments were previously unknown.
This study builds on existing evidence by providing a comparative analysis using real-world data, which helps to fill gaps in our understanding of these medications’ effects on dementia risk.
- Previous research suggested potential benefits of GLP-1 receptor agonists and SGLT2 inhibitors in reducing dementia risk.
- This study provides the first direct comparison between tirzepatide and other treatments for dementia risk reduction.
- Real-world data analysis helps to fill gaps in understanding these medications’ effects on dementia risk.
Practical Considerations
Practically, clinicians should consider these findings as hypothesis-generating and use them to inform discussions with patients about potential treatment options. However, they should also emphasize the need for further research to confirm these results.
Incorporating patient preferences and other clinical factors into decision-making is crucial when considering tirzepatide or other treatments for type 2 diabetes.
- Findings are hypothesis-generating and require confirmation in randomized controlled trials.
- Clinicians should use findings to inform discussions with patients about treatment options.
- Patient preferences and other clinical factors should be considered in decision-making.
Future Directions
Future research should focus on confirming these findings through randomized controlled trials with longer follow-up periods. Studies should also explore the mechanisms by which tirzepatide may reduce dementia risk and investigate potential safety concerns.
Additionally, further analysis of real-world data could provide additional insights into the comparative effectiveness of these treatments in reducing dementia risk.
- Randomized controlled trials with longer follow-up are needed to confirm findings.
- Mechanistic studies can help understand how tirzepatide reduces dementia risk.
- Real-world data analysis can provide further insights into treatment effectiveness.
Misreadings & Bad-Faith Takes
One common misreading is that the study definitively proves tirzepatide reduces dementia risk more than semaglutide and SGLT2 inhibitors. In reality, these findings are hypothesis-generating and require confirmation in randomized controlled trials.
Another potential misreading is that the mortality reduction with tirzepatide is fully causal. High E-values suggest that unmeasured confounding could explain this effect, warranting caution.
- Findings are hypothesis-generating and not definitive proof of tirzepatide’s superiority.
- High E-values for mortality reduction suggest potential unmeasured confounding.
- Avoid misinterpreting the study as providing definitive causal evidence for mortality reduction.
Have thoughts on this? Share it:
What is the main finding of the study?
The study found that tirzepatide was associated with a statistically significant lower risk of incident dementia compared to semaglutide and SGLT2 inhibitors in adults with type 2 diabetes.
How does the study compare tirzepatide to other treatments?
The study compares tirzepatide against both semaglutide and SGLT2 inhibitors using three separate target trial emulations (TTEs).
What is the significance of the hazard ratios mentioned in the study?
The hazard ratios indicate the relative risk of dementia for patients on tirzepatide compared to semaglutide and SGLT2 inhibitors, suggesting a lower risk with tirzepatide.
What is an E-value in this context?
An E-value quantifies the minimum strength of unmeasured confounding that would be required to nullify the observed association between tirzepatide and reduced dementia risk.
Why is the mortality reduction with tirzepatide versus SGLT2 inhibitors noted with skepticism?
The high E-value for mortality suggests that unmeasured confounding could explain the observed effect, warranting caution.
What is a propensity-score-matched retrospective cohort study?
This type of study uses real-world data to emulate a randomized trial by matching patients based on key characteristics to reduce bias and confounding.
How does the study address potential biases?
The study uses an active comparator new-user design, propensity score matching, and a six-month washout period to minimize prevalent-user bias, carryover confounding, and immortal time bias.
What are the limitations of this study?
The study has limitations including short follow-up, low absolute event counts, reliance on ICD-10 codes for dementia diagnosis, and lack of safety data.
What does the Bell’s palsy falsification endpoint indicate?
The Bell’s palsy endpoint showed no statistically significant difference across all TTEs, providing reassurance against gross systematic bias.
How should clinicians interpret these findings?
Clinicians should view these findings as hypothesis-generating and requiring confirmation in randomized controlled trials before changing clinical practice.


