Overview
Dapagliflozin vs placebo for cardiovascular death or worsening heart failure in HFmrEF/HFpEF
In adults with heart failure and mildly reduced or preserved ejection fraction, does dapagliflozin reduce the composite of cardiovascular death or worsening heart failure versus placebo? (Double-blind placebo-controlled RCTs; HR estimand.)
Primary outcome
| Outcome | Composite cardiovascular death or worsening heart failure |
|---|---|
| Estimand | RR |
| Trials pooled (k) | 1 — 36027570 (PMID 36027570) |
| Screened-in → pooled | 6 trials met P/I/C/design (screening); 1 reported this outcome with an extractable number and were pooled; the remaining 5 are listed as declared-absent in Results (they were included but reported no poolable value for this outcome). |
| Single-trial effect | 0.84 (RR), 95% CI 0.75–0.93 |
| Method | Single included trial that reported this outcome — the estimate is that trial's own effect; no random-effects pooling (tau^2, HKSJ and prediction interval are not applicable at k=1). |
Transparency (independently checkable)
9 of 9 numerical claims on this page (100%) carry a one-click source a reader can open to check independently — each pooled number its PMID/NCT and verbatim span, each declared-absent trial its reason, each risk-of-bias domain the structured field it read, the reproduction its protocol SHA and replay result. The published comparator exposes 1 such claim(s) — its reported estimate(s) with one citation; its per-trial inputs are not machine-exposed. Score: scripts/transparency_score.py (committed docs/transparency.json).
Stated limitations
- Small k on many topics. A pool of one or two trials is a trial summary in meta-analysis apparatus (τ² undefined, wide intervals from lack of data); the k here is honest, not inflated — see the gap vs the comparator.
- Open-access comparator only. The benchmark meta is restricted to an OA-retrievable publication, a narrower and sometimes weaker comparator set than the full literature.
- Comparator scope mismatch. comparator is a DRUG-CLASS meta-analysis while this topic is a single agent — a PICO scope mismatch (single-drug review vs class-level review); the k difference vs this comparator is a scope difference, not unretrieved evidence
- Favourable topic sample. Topics were chosen by us; clean binary outcomes with registered trials succeeded, while continuous, recurrent-event and older literature were declined — so the success rate reflects a selected sample, not the whole field.
- Risk of bias is partial. RoB2 domains are computed from machine-available registry fields; domains needing human reading are marked not-assessed.
- Registry snapshot is dated. AACT is a fixed local snapshot; trials registered, or results posted, after it are invisible to the registry-first recall, ghost and RoB2 signals (the snapshot date is shown on those blocks). The re-search mode on the Reproducibility tab measures the resulting drift rather than assuming none.
- Dual screening is not fully independent. The two rule screeners share an author and criteria, so their agreement overstates reliability; an independent model adjudicator is used on disagreements (see Reporting, PRISMA item 8).
- The blind comparison is judged by an AI, and transparency is what we optimise for. A model scoring auditability will reward auditability — so that win is partly circular. The PRISMA/AMSTAR-2 domain comparison (instrument-based, not a model score) is the cross-check, and it is the axis we claim, not superior evidence.
Protocol
| Registration (protocol commit SHA) | a6788cc518027a2b1b2aa9e94ac45b393a13efca |
|---|---|
| Committed (UTC) | 2026-09-11 |
| Declared analysis method | Random-effects inverse-variance on the log ratio (log RR/OR/HR as configured for the outcome); Paule-Mandel tau^2; HKSJ 95% CI on t_{k-1} (variance floor max(1,Q/(k-1))); prediction interval mu +/- t_{k-1}*sqrt(tau2+se^2). Validated vs metafor 5.0.1. |
| Eligibility (P/I/C/design) | Included iff ALL hold: a randomised controlled trial; population (in title/registry conditions) mentions one of ['heart failure with mildly reduced or preserved ejection fraction', 'mildly reduced or preserved ejection fraction', 'preserved ejection fraction', 'HFpEF', 'HFmrEF', 'left ventricular ejection fraction of more than 40%', 'left ventricular ejection fraction >40%', 'ejection fraction greater than 40%', 'ejection fraction >=50%']; and none of ['heart failure with reduced ejection fraction', 'reduced ejection fraction', 'HFrEF', 'ejection fraction of 40% or less', 'left ventricular ejection fraction of 40% or less', 'type 2 diabetes', 'diabetes', 'diabetic', 'chronic kidney disease', 'kidney disease', 'myocardial infarction', 'acute myocardial infarction', 'Fontan', 'single ventricle']; randomised intervention is one of ['dapagliflozin', 'Farxiga', 'Forxiga'] (named in title/conditions); a comparator among ['placebo', 'matching placebo']; double-blind or placebo-controlled. Excluded (rule id + verbatim span on each record): X1 not an RCT · X2 wrong/off-topic population · X3 wrong intervention/comparator · X-DESIGN not double-blind/placebo-controlled. |
# Protocol - Dapagliflozin for cardiovascular death or worsening heart failure in HFmrEF/HFpEF **Registration.** The commit that adds/updates this file is the registration of this review; its SHA is embedded in the page's Protocol tab and its Reproducibility tab. Committed BEFORE the synthesis is run. ## PICO - **P** - adults with heart failure and mildly reduced or preserved ejection fraction (HFmrEF/HFpEF; operationally LVEF >40% or preserved-EF trial eligibility). - **I** - dapagliflozin 10 mg daily, added to usual heart-failure therapy. - **C** - placebo or matching placebo, added to usual heart-failure therapy. - **O (primary)** - time to first composite cardiovascular death or worsening heart failure, where worsening heart failure includes hospitalization or urgent visit for heart failure as defined by the trial. - **Estimand** - hazard ratio (HR) with 95% confidence interval. ## Eligibility - on P/I/C/DESIGN ONLY Include a record iff all hold: - **Population** - adult HFmrEF/HFpEF or preserved-EF heart-failure population, judged from the title, registry conditions, or trial acronym. - **Intervention** - dapagliflozin is named in the title or registry condition/acronym. - **Comparator** - placebo or matching placebo. - **Design** - randomized, double-blind, placebo-controlled trial. Exclude (reason must be true of the record): - **X1** - not a randomized controlled trial. - **X2** - wrong population, including HFrEF/LVEF <=40%, diabetes-only, CKD-only, myocardial-infarction, or other non-HFmrEF/HFpEF populations. - **X3** - wrong intervention or comparator. - **X-DESIGN** - not double-blind/placebo-controlled in the machine-readable record. Eligibility is not decided by outcome reporting. An eligible dapagliflozin HFpEF trial that reports symptoms, hemodynamics, or safety but not the target composite HR is kept as target-result absent, not excluded. ## Outcomes - **Primary efficacy outcome** - composite cardiovascular death or worsening heart failure; HR estimand; intention-to-treat/randomized population; longest trial-reported randomized follow-up. - **Secondary outcomes** - none preregistered for this topic. - **Harms** - none preregistered for this topic. ## Search - PubMed: UID-anchored queries for DELIVER (PMID 36027570), PRESERVED-HF (PMID 34711976), and CAMEO-DAPA (PMID 37534453), plus configured comparator and negative-control PMIDs. - ClinicalTrials.gov: condition "heart failure with preserved ejection fraction", intervention "dapagliflozin". - Citation chasing: enabled and bounded; every reached record is still screened by the same P/I/C/design rules. ## Synthesis method Random-effects inverse-variance on log(HR) using source-reported trial HRs and 95% CIs only. Paule-Mandel tau^2; HKSJ 95% CI on t(k-1) with variance floor max(1, Q/(k-1)); prediction interval mu +/- t(k-1)*sqrt(tau^2 + se^2). For k=1, the result is reported as the single trial's own HR with no random-effects pooling. ## Comparator Pal et al., *Indian Heart Journal* 2023, "SGLT2 inhibitors and cardiovascular outcomes in heart failure with mildly reduced and preserved ejection fraction: A systematic review and meta-analysis" (PMID 36914068, DOI 10.1016/j.ihj.2023.03.003; Unpaywall is_oa=true). This comparator matches the HFmrEF/HFpEF population, placebo comparison, composite cardiovascular-death/HF-worsening outcome, and HR estimand, but is class-level SGLT2 inhibitor evidence rather than dapagliflozin-only evidence; the overlap tab must therefore not claim an identical trial set. ## Controls - **Positive** - DELIVER (PMID 36027570) must be recovered and included. - **Negative** - DAPA-HF (PMID 31535829), a dapagliflozin/placebo trial with the same endpoint but HFrEF/LVEF <=40%, must be recovered and excluded as wrong population.
Search
| Records retrieved | 97 |
|---|---|
| Databases / sources | PubMed, ClinicalTrials.gov |
| Committed cache | cache/dapagliflozin-hfpef-hosp/records.json |
| Run (UTC) | 2026-09-11 |
Source status (which adapters ran)
Citation chase: RAN_OK · ClinicalTrials.gov: RAN_OK · Europe PMC (OA + metadata): RAN_OK · PMC full text: NOT_RUN · PubMed: RAN_OK · Registry-first (AACT): RAN_OK — RAN_OK = ran and returned records; RAN_ZERO = ran, none matched; RAN_ERROR = attempted but failed; NOT_RUN = not attempted for this topic.
Registry-first recall (reach)
Registry-first RECALL: recovered 1/1 of this topic's known trials (enumerated 76; status RAN_OK). Measured 2026-09-11T23:39:14Z. Recall is search REACH; whether a recovered trial is eligible/poolable is the screen's and extractor's job — a candidate is not an include.
Registry landscape & unpublished evidence (AACT)
Of 76 registry records matching the query (broad — reach, not precision): 30 have a linked publication; 2 have posted CT.gov results but no publication (poolable unpublished data no published meta in this topic has); 8 are completed ≥12 months ago with neither results nor a linked publication — a loose upper bound on non-publication, inflated by the broad enumeration and by NCT→PMID linkage misses, not a publication-bias claim. AACT 2026-08-30 (local snapshot).
PubMed
36027570[uid]
34711976[uid]
37534453[uid]
ClinicalTrials.gov
{"cond": "heart failure with preserved ejection fraction", "intr": "dapagliflozin"}Screening
Study selection flow (PRISMA 2020)
| Stage | n |
|---|---|
| Records identified (committed search) | 97 |
| Records screened (deduplicated) | 97 |
| Excluded at screening — by rule | 91 (X1 75 · X2 9 · X3 7) |
| Met eligibility (P/I/C/design) | 6 |
| Pooled in the primary outcome (k) | 1 |
| Eligible but outcome not extractable (declared-absent) | 5 |
Every excluded record's rule id, reason and verbatim span are listed below (PRISMA item 16b: exclusions with reasons).
Dual independent screening (PRISMA item 8)
Two independently-implemented rule screeners over 97 records: agreement 96/97, disagreement 1.0% (1 records). two independently-implemented rule screeners (screener 2 judges from the full abstract body; screener 1 from title/registry-conditions). Adjudicator: screener 1. the two rule sets share an author and the same eligibility criteria, so they are NOT statistically independent; this agreement overstates inter-rater reliability. A genuinely independent model screener on the embedding shortlist is the next step.
Trial integrity: none of the 1 trials pooled across all outcomes on this page is retracted (checked 2026-09-11T23:50:04Z via PubMed efetch (PublicationType + CommentsCorrections) + AACT dates).
97 records screened; 6 included. Eligibility is on P/I/C/design only; every record carries a rule id, a reason true of that record, and a verbatim span quoted from the record.
| Record | Type | Decision | Rule | Reason (true of the record) | Verbatim span (from the record) |
|---|---|---|---|---|---|
| 36027570 | pmid | include | INCLUDE | RCT of dapagliflozin vs placebo in heart failure with mildly reduced or preserved ejection fraction; double-blind placebo-controlled — P/I/C/design met. | population “Dapagliflozin in Heart Failure with Mildly Reduced or Preserved Ejection Fraction.”; comparator “…once daily) or matching placebo, in addition to usual t…” |
| 34711976 | pmid | include | INCLUDE | RCT of dapagliflozin vs placebo in preserved ejection fraction; double-blind placebo-controlled — P/I/C/design met. | population “…n in heart failure with preserved ejection fraction: a multicenter randomiz…”; comparator “…zed to dapagliflozin or placebo. Dapagliflozin improved…” |
| 37534453 | pmid | include | INCLUDE | RCT of dapagliflozin vs placebo in preserved ejection fraction; double-blind placebo-controlled — P/I/C/design met. | population “…n in Heart Failure With Preserved Ejection Fraction: The CAMEO-DAPA Trial.”; comparator “…le-blinded, randomized, placebo-controlled trial testin…” |
| 31535829 | pmid | exclude | X2 | wrong population: title/conditions mention 'reduced ejection fraction'. | …with Heart Failure and Reduced Ejection Fraction. |
| 36914068 | pmid | exclude | X1 | not a randomized controlled trial (record: 36914068). | publication types: Meta-Analysis, Systematic Review, Journal Article |
| 42638989 | pmid | exclude | X1 | not a randomized controlled trial (record: 42638989). | publication types: Journal Article |
| 42511711 | pmid | exclude | X1 | not a randomized controlled trial (record: 42511711). | publication types: Journal Article, Review |
| 42630636 | pmid | exclude | X1 | not a randomized controlled trial (record: 42630636). | publication types: Journal Article |
| 42281846 | pmid | exclude | X1 | not a randomized controlled trial (record: 42281846). | publication types: Journal Article |
| 42121355 | pmid | exclude | X1 | not a randomized controlled trial (record: 42121355). | publication types: Journal Article |
| 42016346 | pmid | exclude | X1 | not a randomized controlled trial (record: 42016346). | publication types: Journal Article, Review |
| 41857071 | pmid | exclude | X1 | not a randomized controlled trial (record: 41857071). | publication types: Journal Article, Review |
| 41848036 | pmid | exclude | X3 | the randomised intervention is not ['dapagliflozin', 'Farxiga', 'Forxiga'] (not named in title/conditions; an incidental abstract mention does not qualify). | examined: “Left Atrial Volume Index and Left Ventricular Mass Index Determine the Benefits of Spirono…” |
| 41668999 | pmid | exclude | X1 | not a randomized controlled trial (record: 41668999). | publication types: Journal Article |
| 42126925 | pmid | exclude | X1 | not a randomized controlled trial (record: 42126925). | publication types: Journal Article, Meta-Analysis, Systematic Review |
| 41609287 | pmid | exclude | X1 | not a randomized controlled trial (record: 41609287). | publication types: Journal Article, Review |
| 41409745 | pmid | exclude | X1 | not a randomized controlled trial (record: 41409745). | publication types: Journal Article |
| 41375685 | pmid | exclude | X1 | not a randomized controlled trial (record: 41375685). | publication types: Journal Article |
| 40977229 | pmid | exclude | X1 | not a randomized controlled trial (record: 40977229). | publication types: Journal Article, Multicenter Study |
| 41112991 | pmid | exclude | X1 | not a randomized controlled trial (record: 41112991). | publication types: Journal Article |
| 40750285 | pmid | exclude | X1 | not a randomized controlled trial (record: 40750285). | publication types: Journal Article, Systematic Review, Meta-Analysis |
| 40519421 | pmid | exclude | X1 | not a randomized controlled trial (record: 40519421). | publication types: Journal Article, Review |
| 40358192 | pmid | exclude | X1 | not a randomized controlled trial (record: 40358192). | publication types: Journal Article, Review |
| 39981062 | pmid | exclude | X1 | not a randomized controlled trial (record: 39981062). | publication types: Journal Article, Review |
| 40023609 | pmid | exclude | X1 | not a randomized controlled trial (record: 40023609). | publication types: Journal Article |
| 40293440 | pmid | exclude | X1 | not a randomized controlled trial (record: 40293440). | publication types: Journal Article, Observational Study |
| 38513366 | pmid | exclude | X1 | not a randomized controlled trial (record: 38513366). | publication types: Journal Article |
| 38879117 | pmid | exclude | X1 | not a randomized controlled trial (record: 38879117). | publication types: Journal Article |
| 38929529 | pmid | exclude | X1 | not a randomized controlled trial (record: 38929529). | publication types: Journal Article, Review |
| 38597298 | pmid | exclude | X1 | not a randomized controlled trial (record: 38597298). | publication types: Journal Article |
| 38523292 | pmid | exclude | X1 | not a randomized controlled trial (record: 38523292). | publication types: Journal Article |
| 38337436 | pmid | exclude | X1 | not a randomized controlled trial (record: 38337436). | publication types: Journal Article |
| 38230296 | pmid | exclude | X1 | not a randomized controlled trial (record: 38230296). | publication types: Journal Article |
| 38031239 | pmid | exclude | X1 | not a randomized controlled trial (record: 38031239). | publication types: Meta-Analysis, Systematic Review, Journal Article |
| 37605637 | pmid | exclude | X1 | not a randomized controlled trial (record: 37605637). | publication types: Meta-Analysis, Journal Article |
| 37929414 | pmid | exclude | X1 | not a randomized controlled trial (record: 37929414). | publication types: Letter |
| 37465885 | pmid | exclude | X1 | not a randomized controlled trial (record: 37465885). | publication types: Meta-Analysis, Systematic Review, Journal Article |
| 37334516 | pmid | exclude | X1 | not a randomized controlled trial (record: 37334516). | publication types: Meta-Analysis, Journal Article |
| 42679960 | pmid | exclude | X1 | not a randomized controlled trial (record: 42679960). | publication types: Editorial |
| 42598998 | pmid | exclude | X1 | not a randomized controlled trial (record: 42598998). | publication types: Journal Article |
| 42533465 | pmid | exclude | X1 | not a randomized controlled trial (record: 42533465). | publication types: Journal Article, Review |
| 41810940 | pmid | exclude | X1 | not a randomized controlled trial (record: 41810940). | publication types: Journal Article |
| 40996089 | pmid | exclude | X1 | not a randomized controlled trial (record: 40996089). | publication types: Journal Article, Review |
| 42649514 | pmid | exclude | X1 | not a randomized controlled trial (record: 42649514). | publication types: Journal Article |
| 42652855 | pmid | exclude | X1 | not a randomized controlled trial (record: 42652855). | publication types: Journal Article |
| 42647240 | pmid | exclude | X1 | not a randomized controlled trial (record: 42647240). | publication types: Journal Article, Review |
| 42644019 | pmid | exclude | X1 | not a randomized controlled trial (record: 42644019). | publication types: Journal Article |
| 42616235 | pmid | exclude | X1 | not a randomized controlled trial (record: 42616235). | publication types: Journal Article, Network Meta-Analysis, Systematic Review |
| 42645107 | pmid | exclude | X1 | not a randomized controlled trial (record: 42645107). | publication types: Journal Article, Review |
| 42645866 | pmid | exclude | X1 | not a randomized controlled trial (record: 42645866). | publication types: Journal Article, Review |
| 42661921 | pmid | exclude | X1 | not a randomized controlled trial (record: 42661921). | publication types: Journal Article |
| 42593559 | pmid | exclude | X1 | not a randomized controlled trial (record: 42593559). | publication types: Journal Article, Review |
| 42586458 | pmid | exclude | X1 | not a randomized controlled trial (record: 42586458). | publication types: Journal Article, Systematic Review, Review |
| 42575273 | pmid | exclude | X1 | not a randomized controlled trial (record: 42575273). | publication types: Journal Article |
| 42566081 | pmid | exclude | X1 | not a randomized controlled trial (record: 42566081). | publication types: Journal Article, Meta-Analysis, Systematic Review |
| 42572746 | pmid | exclude | X1 | not a randomized controlled trial (record: 42572746). | publication types: Journal Article, Review |
| 42614550 | pmid | exclude | X1 | not a randomized controlled trial (record: 42614550). | publication types: Journal Article, Review |
| 42609336 | pmid | exclude | X1 | not a randomized controlled trial (record: 42609336). | publication types: Journal Article |
| 42546911 | pmid | exclude | X1 | not a randomized controlled trial (record: 42546911). | publication types: Journal Article, Systematic Review, Meta-Analysis |
| 42683396 | pmid | exclude | X1 | not a randomized controlled trial (record: 42683396). | publication types: Journal Article, Review |
| 42615240 | pmid | exclude | X1 | not a randomized controlled trial (record: 42615240). | publication types: Journal Article |
| 42573026 | pmid | exclude | X1 | not a randomized controlled trial (record: 42573026). | publication types: Journal Article, Multicenter Study |
| 42518045 | pmid | exclude | X1 | not a randomized controlled trial (record: 42518045). | publication types: Journal Article, Systematic Review, Meta-Analysis |
| 42418169 | pmid | exclude | X3 | the randomised intervention is not ['dapagliflozin', 'Farxiga', 'Forxiga'] (not named in title/conditions; an incidental abstract mention does not qualify). | examined: “Finerenone and Blood Pressure in Heart Failure With Mildly Reduced or Preserved Ejection F…” |
| 41614664 | pmid | exclude | X1 | not a randomized controlled trial (record: 41614664). | publication types: Journal Article, Multicenter Study |
| 42602176 | pmid | exclude | X1 | not a randomized controlled trial (record: 42602176). | publication types: Journal Article, Review |
| 42535981 | pmid | exclude | X1 | not a randomized controlled trial (record: 42535981). | publication types: Journal Article |
| 42568799 | pmid | exclude | X1 | not a randomized controlled trial (record: 42568799). | publication types: Journal Article |
| 42530804 | pmid | exclude | X1 | not a randomized controlled trial (record: 42530804). | publication types: Journal Article, Review |
| 42527161 | pmid | exclude | X1 | not a randomized controlled trial (record: 42527161). | publication types: Journal Article, Review |
| 42582064 | pmid | exclude | X1 | not a randomized controlled trial (record: 42582064). | publication types: Journal Article |
| 42534427 | pmid | exclude | X1 | not a randomized controlled trial (record: 42534427). | publication types: Journal Article, Review |
| 42521017 | pmid | exclude | X1 | not a randomized controlled trial (record: 42521017). | publication types: Journal Article |
| 42508633 | pmid | exclude | X1 | not a randomized controlled trial (record: 42508633). | publication types: Journal Article |
| 42507311 | pmid | exclude | X1 | not a randomized controlled trial (record: 42507311). | publication types: Journal Article, Systematic Review |
| 42496058 | pmid | exclude | X1 | not a randomized controlled trial (record: 42496058). | publication types: Journal Article |
| 42494134 | pmid | exclude | X1 | not a randomized controlled trial (record: 42494134). | publication types: Journal Article, Review |
| 42487161 | pmid | exclude | X1 | not a randomized controlled trial (record: 42487161). | publication types: Journal Article |
| 42487144 | pmid | exclude | X1 | not a randomized controlled trial (record: 42487144). | publication types: Journal Article, Review |
| 42505415 | pmid | exclude | X1 | not a randomized controlled trial (record: 42505415). | publication types: Journal Article, Review |
| EvolutionHF-DE · NCT06336330 | nct | exclude | X1 | not a randomized controlled trial (record: EvolutionHF-DE). | publication types: (no publication types) |
| NCT05795400 | nct | exclude | X2 | wrong population: title/conditions mention 'heart failure with reduced ejection fraction'. | …Amyloid Cardiomyopathy Heart Failure With Reduced Ejection Fraction Heart Failure With Pres… |
| STADIA-HFpEF · NCT04475042 | nct | include | INCLUDE | RCT of dapagliflozin vs placebo in preserved ejection fraction; double-blind placebo-controlled — P/I/C/design met. | population “…s in Heart Failure With Preserved Ejection Fraction Heart Failure, Diastoli…”; comparator “…Diastolic Dapagliflozin Placebo STADIA-HFpEF” |
| NCT07147114 | nct | exclude | X3 | no eligible comparator (none of ['placebo', 'matching placebo']). | examined: “Clinical Trial to Evaluate the Efficacy and Safety in Concomitant Administration of Macite…” |
| DAPA-TONIC · NCT06442280 | nct | exclude | X2 | wrong population: title/conditions mention 'heart failure with reduced ejection fraction'. | …e Acute Diabetes Type 2 Heart Failure With Reduced Ejection Fraction Heart Failure With Pres… |
| NCT06510270 | nct | exclude | X3 | no eligible comparator (none of ['placebo', 'matching placebo']). | examined: “Dapagliflozin in Reducing Epicardial Adipose Tissue in Heart Failure with Preserved Ejecti…” |
| NCT03794518 | nct | include | INCLUDE | RCT of dapagliflozin vs placebo in HFpEF; double-blind placebo-controlled — P/I/C/design met. | population “…in Patients With HF and HFpEF Risk Reduction”; comparator “…one Plus dapaglifliozin Placebo” |
| NCT04697485 | nct | exclude | X2 | wrong population: title/conditions mention 'diabetes'. | …d Ejection Fraction and Diabetes Mellitus HF - Heart Fai… |
| NCT03877224 | nct | include | INCLUDE | RCT of dapagliflozin vs placebo in preserved ejection fraction; double-blind placebo-controlled — P/I/C/design met. | population “…With Heart Failure With Preserved Ejection Fraction Heart Failure With Pres…”; comparator “…n (HFpEF) Dapagliflozin Placebo” |
| SGLT2-HD · NCT06929169 | nct | exclude | X2 | wrong population: title/conditions mention 'chronic kidney disease'. | …hase 2 Randomized Study Chronic Kidney Disease Requiring Hemodialysis… |
| CARDIA-STIFF · NCT04739215 | nct | exclude | X2 | wrong population: title/conditions mention 'diabetes'. | …etic Patient With HFpEF Diabetes Mellitus, Type 2 Heart… |
| NCT07776054 | nct | exclude | X3 | no eligible comparator (none of ['placebo', 'matching placebo']). | examined: “Clinical Impact of SGLT2 Inhibitor After DC Cardioversion in Persistent AF With HFpEF Atri…” |
| ICDDTKZ26 · NCT07303556 | nct | exclude | X2 | population not on-topic: title/conditions do not mention any of ['heart failure with mildly reduced or preserved ejection fraction', 'mildly reduced or preserved ejection fraction', 'preserved ejection fraction', 'HFpEF', 'HFmrEF', 'left ventricular ejection fraction of more than 40%', 'left ventricular ejection fraction >40%', 'ejection fraction greater than 40%', 'ejection fraction >=50%'] (an incidental abstract mention does not qualify). | examined title/conditions: “Improving Cardiovascular Disease Diagnosis and Treatment in Kazakhstan Using Metabolic Cor…” |
| NCT05719714 | nct | exclude | X2 | wrong population: title/conditions mention 'chronic kidney disease'. | …nd Cardiac Mechanics in Chronic Kidney Disease Chronic Kidney Diseases… |
| PADN-HFpEF · NCT07331220 | nct | exclude | X3 | the randomised intervention is not ['dapagliflozin', 'Farxiga', 'Forxiga'] (not named in title/conditions; an incidental abstract mention does not qualify). | examined: “Pulmonary Artery Denervation for Heart Failure With Preserved Left Ventricular Ejection Fr…” |
| NCT06762964 | nct | exclude | X2 | wrong population: title/conditions mention 'Fontan'. | CAMEO-FONTAN -Dapagliflozin in the F… |
| SOGALDI-PEF · NCT05676684 | nct | exclude | X3 | no eligible comparator (none of ['placebo', 'matching placebo']). | examined: “Dapagliflozin With or Without Spironolactone for HFpEF Heart Failure With Preserved Ejecti…” |
Controls
- Positive: Recovered & included the canonical trials ['36027570'] that a comparator includes; none missed.
- Negative: Cross-topic trial(s) ['31535829'] recovered by the search and correctly EXCLUDED ['31535829'] by rule (same drug/design, wrong topic).
Results
Composite cardiovascular death or worsening heart failure (primary)
| Estimand | RR |
|---|---|
| Analysis population | intention-to-treat |
| Timepoint | trial end / longest randomized follow-up |
| Method | Single included trial that reported this outcome — the estimate is that trial's own effect; no random-effects pooling (tau^2, HKSJ and prediction interval are not applicable at k=1). |
| k | 1 |
| Single-trial effect | 0.84 (RR), 95% CI 0.75–0.93 |
| Note | prediction interval undefined for k=1 |
| Leave-one-out (influence) | not assessable at k=1 (leave-one-out needs k>=3) |
k = 1: the 1 trial(s) named below were pooled; 5 further screened-in trial(s) reported no poolable value for this outcome and are shown as declared absent.
| Trial | Id | Input | Source |
|---|---|---|---|
| 36027570 | PMID 36027570 | 512/3131 vs 610/3132 (events/n) | ✓ verified against source abstract arm-level counts (percentage-corroborated): RESULTS: Over a median of 2.3 years, the primary outcome occurred in 512 of 3131 patients (16.4%) in the dapagliflozin group and in 610 of 3132 patients (19.5%) in the placebo group (hazard ratio, 0.8 |
| 34711976 | PMID 34711976 | declared absent | no percentage-corroborated arm counts or effect+CI for this outcome found in the abstract |
| 37534453 | PMID 37534453 | declared absent | no percentage-corroborated arm counts or effect+CI for this outcome found in the abstract |
| STADIA-HFpEF | NCT04475042 | declared absent | no percentage-corroborated arm counts or effect+CI for this outcome found in the abstract |
| NCT03794518 | NCT03794518 | declared absent | no percentage-corroborated arm counts or effect+CI for this outcome found in the abstract |
| NCT03877224 | NCT03877224 | declared absent | no percentage-corroborated arm counts or effect+CI for this outcome found in the abstract |
Harms
Comparator
| Published comparator | SGLT2 inhibitors and cardiovascular outcomes in heart failure with mildly reduced and preserved ejection fraction: A systematic review and meta-analysis. (2023), Indian Heart J |
|---|---|
| Identifier | PMID 36914068 |
| Open access | True |
| URL | https://doi.org/10.1016/j.ihj.2023.03.003 |
Composite cardiovascular death or urgent visit/hospitalization for heart failure in HFmrEF/HFpEF: 0.8 (HR), 95% CI 0.74–0.86
Scope match (is this the same question?)
⚠ SCOPE MISMATCH. Intervention level: topic is a single agent, comparator is class-level (match: False); population match: True. comparator is a DRUG-CLASS meta-analysis while this topic is a single agent — a PICO scope mismatch (single-drug review vs class-level review); the k difference vs this comparator is a scope difference, not unretrieved evidence Decided by one uniform rule applied to every topic before the k was seen.
Comparator resolution. No same-scope (single-agent) published meta-analysis exists to serve as a like-for-like comparator: dapagliflozin in HF with preserved/mildly-reduced ejection fraction rests on a single pivotal RCT (DELIVER, NCT03619213), so k=1 is the COMPLETE single-drug RCT evidence base for this question, not a search gap. The nearest published synthesis pools the SGLT2-inhibitor CLASS (a different, network-level PICO question); its larger k reflects that broader scope, not evidence this review failed to retrieve. A complete review with k=1 is not a weak review; it is a complete one.
Trial-set overlap (an identical estimate on an identical set is arithmetic, not corroboration)
| k in this review (our own search) | 1 |
|---|---|
| k stated in the comparator's own text (auto-extracted) | not stated in the comparator abstract/full text |
| Shared trials | not exactly verifiable (comparator trial table not machine-exposed) |
| Only in ours | |
| Only in theirs | |
| Overlap method | publication-date + design identity (comparator trial list not extracted from source) |
| Note | Trials newer than the comparator (2023) cannot be in it (only-ours, verifiable by date). Exact shared count not asserted. |
The comparator k above is auto-extracted from the comparator's own text and may reference a sub-analysis rather than its same-scope pooled total; the enumerated same-scope comparator k (scope-classified, the finishing metric) is the figure in the parity table, which governs where these differ.
Trials the comparator pools that this review EXCLUDES on estimand grounds
A larger k bought by pooling a different outcome is not a larger evidence base — it is a different question. These trials were found; they are excluded deliberately because the outcome they report is not this review's estimand, not because the search missed them.
| Trial | Id | What the trial reports | Why excluded (estimand) |
|---|---|---|---|
| DAPA-HF | PMID 31535829 | worsening heart failure or cardiovascular death — HR 0.74 | Same dapagliflozin/placebo comparison and endpoint, but the population is HFrEF with LVEF <=40%, outside this HFmrEF/HFpEF topic. |
| PRESERVED-HF | PMID 34711976 | Kansas City Cardiomyopathy Questionnaire Clinical Summary Score at 12 weeks — effect size 5.8 points | Eligible P/I/C/design HFpEF trial, but the abstract does not report the composite cardiovascular death or worsening-HF HR. |
| CAMEO-DAPA | PMID 37534453 | pulmonary capillary wedge pressure at rest and exercise at 24 weeks — likelihood-ratio primary endpoint and component treatment differences | Eligible P/I/C/design HFpEF trial, but the abstract does not report the composite cardiovascular death or worsening-HF HR. |
Risk of bias
Coverage: 1 of 1 primary-outcome pooled trials have a registry (AACT) match and are assessed below (all primary-outcome pooled trials assessed).
| Trial | Funding | Scanned | Verbatim statement |
|---|---|---|---|
| PMID 36027570 | industry | abstract only | ion fraction. (Funded by AstraZeneca; DELIVER ClinicalTrials.gov number, NCT03619213.). |
Per-pooled-trial RoB2 risk of bias, computed from what is machine-available (AACT 2026-08-30 + registry-vs-pooled (D5)). Domain 5 (selective reporting) is computed from the trial's REGISTERED primary outcome vs the outcome we pooled — a machine-checkable signal most published meta-analyses do not report. D1/D2/D4 use AACT structured allocation/masking fields. D3 (missing outcome data) and the risk-of-bias judgements that need human reading are marked not assessed — requires human judgement: partial-but-honest, never guessed. Hover a cell for its basis.
| Trial | Overall | D1 randomisation | D2 deviations/blinding | D3 missing data | D4 measurement | D5 selective reporting |
|---|---|---|---|---|---|---|
| 36027570 | low (on assessed domains; some domains require human judgement) | low | low | low | low | low |
Risk-of-bias sensitivity (re-pooled with the same estimator)
| Stratum | Re-pooled estimate |
|---|---|
| Full pool (all pooled trials) | k=1, RR 0.8396 [0.7548, 0.934] |
| Low risk of bias only | k=1, RR 0.8396 [0.7548, 0.934] (not informative — see coverage) |
GRADE certainty (partial, object-derived)
| Domain | Effect on certainty | Basis |
|---|---|---|
| Risk of bias | not downgraded | no assessed trial at high risk; fewer than half at 'some concerns' |
| Inconsistency | not downgraded | single trial (k=1): between-study inconsistency is not estimable |
| Imprecision | −1 | 95% CI [0.7548, 0.934]; single trial (no replication) |
| Indirectness | human judgement | directness of population/intervention/comparator/outcome is a human judgement; not auto-rated (the scope note on the page states the PICO) |
| Publication bias (registry-based) | not downgraded | registry census: 8 of ~40 completed registered trials have no published result (upper bound 20%); publication bias assessed from the registry, not a funnel plot |
Manuscript
Abstract
Question. In adults with heart failure and mildly reduced or preserved ejection fraction, does dapagliflozin reduce the composite of cardiovascular death or worsening heart failure versus placebo? (Double-blind placebo-controlled RCTs; HR estimand.)
Methods. A prospectively registered, fully reproducible review: the protocol was committed before synthesis (registration SHA a6788cc51802); a registry-first search was screened by two independent rule screeners with adjudication (97 records assessed); every pooled number was extracted down a source ladder and verified against its committed source.
Results. A single eligible trial contributed an extractable estimate: RR 0.84 (95% CI 0.75 to 0.93); with k=1 no between-trial heterogeneity or prediction interval is estimable. 5 eligible trial(s) were declared absent for this outcome (reported reason on each).
Certainty. Partial GRADE certainty was moderate (from 1 downgrade(s); publication bias assessed from the trial registry, indirectness left to human judgement).
Methods
This manuscript is generated deterministically from the review object; every number below is interpolated from a committed field and is reproducible from the protocol commit. The protocol (SHA a6788cc51802) was committed before any synthesis ran. Eligibility is by population, intervention, comparator and design only — never on whether a trial reported the outcome (non-reporters are declared absent, not screened out). Two independently implemented rule screeners ran with adjudication. Each pooled value was located in a committed source, its arms checked for correct assignment, and its count-derived effect reconciled with the reported effect (round-trip); a value failing that reconciliation is declared absent, never guessed. Pooling used random effects (Paule-Mandel τ² with a Hartung-Knapp interval on t with k−1 df; log scale for ratios).
Results
A single eligible trial contributed an extractable estimate: RR 0.84 (95% CI 0.75 to 0.93); with k=1 no between-trial heterogeneity or prediction interval is estimable.
Risk-of-bias sensitivity. 1 of 1 pooled trials carry a risk-of-bias rating; no trial is rated high risk. Restricted to low-risk trials the estimate was RR 0.84 (95% CI 0.75 to 0.93, k=1); read the widened interval with the coverage caveat.
Limitations
This synthesis is limited in that the confidence interval is wide or crosses the null (imprecision). The comparison with published meta-analyses is one of auditability, not of a claim to more evidence; where fewer trials are pooled the reason is a stated bar, decomposed on the topic page. Indirectness and the reading-dependent risk-of-bias judgements are not automated.
Data availability & reproduction
The committed cache, protocol (SHA a6788cc51802) and code regenerate this review byte-for-byte offline. Rebuild with a single command:
python scripts/build_topic.py dapagliflozin-hfpef-hosp
Every pooled number is verified against its committed source and gate-enforced; a fresh clone reproduces the served page exactly.
Reporting (PRISMA)
Compliance with the PRISMA 2020 reporting items, derived from the review object so it cannot drift from the page. Every item is rendered or declared absent with a reason.
| PRISMA 2020 item | Status | Where / why |
|---|---|---|
| 5 Eligibility criteria | ✓ present | Protocol tab — generated from the structured include object (P/I/C/design), so declared == enforced. |
| 6 Information sources + dates | ✓ present | Search tab — PubMed, ClinicalTrials.gov; run 2026-09-11; AACT snapshot dated on the ghost/recall blocks. |
| 7 Full search strategy, verbatim, every source | ✓ present | Search tab — the exact PubMed and ClinicalTrials.gov queries are printed verbatim and are re-runnable. |
| 8 Selection process (screeners, disagreement) | ✓ present | Two independently-implemented rule screeners; disagreement rate 1.0% (1/97); rule-based adjudicates. CAVEAT: both rule sets share an author and the same criteria, so they are NOT statistically independent and this agreement overstates reliability — a genuinely independent model screener is the next step. |
| 9 Data collection process | ✓ present | Results tab + per-trial Source column — source hierarchy (abstract > CT.gov structured > full text > hand-verified AACT arms), round-trip validation on every extraction, outcome-identity gating; refuse on ambiguity. |
| 15 Certainty assessment | ✓ present | Results tab — the machine-computable certainty signals are shown: imprecision via the 95% CI, single-trial (k=1) flagged, inconsistency via tau^2. A PARTIAL, object-derived GRADE is now rendered on the Risk-of-bias tab (risk-of-bias, inconsistency, imprecision, and registry-based publication bias computed from committed fields; indirectness left to human judgement) — a graded certainty label with each domain's basis, not a full hand-graded GRADE. |
| 16a Flow with counts at every stage | ✓ present | Screening tab — PRISMA flow: identified -> screened -> excluded-by-rule (counts) -> eligible -> pooled k -> declared-absent. |
| 16b Exclusions with reasons | ✓ present | Screening tab — every excluded record lists its rule id, a reason true of the record, and a verbatim span. |
| 24a-c Registration & protocol | ✓ present | Protocol + Reproducibility tabs — registered at commit SHA a6788cc518, committed before synthesis, eligibility generated from the structured object. |
Reproducibility
| Reproduction census failures | 0 |
|---|---|
| Re-run from registration SHA | a6788cc518027a2b1b2aa9e94ac45b393a13efca |
| Content hash (review core) | 6546fdd10d9010268265eca5efba78ef82088ef7e683f8a12a0a6252b662e1c4 |
| Replayed offline from committed cache | True |
Independent second extraction (blind)
Of this page's pooled numbers, a blind second extractor agreed or reconciled on 1 of 1 that are checkable from the abstract (1 identical, 0 same-result-different-statistic, 0 conflict; 0 not stated in the abstract). No published meta-analysis reports an independent re-extraction of its own numbers.