Cost-effectiveness of empagliflozin as a treatment for heart failure with reduced ejection fraction: an analysis from the Chinese healthcare perspective

Cost-utility analysis of empagliflozin for heart failure in the Philippines

AIMS

Empagliflozin confers cardioprotective benefits among patients with heart failure, across the range of ejection fraction (EF), regardless of type 2 diabetes status. The long-term cost-effectiveness of empagliflozin for the treatment of heart failure (HF) in the Philippines remains unclear. This study aims to determine the economic benefit of adding empagliflozin to the standard of care (SoC) vs the SoC alone for HF in the Philippines.

METHODS

Using a Markov model, we predicted lifetime costs and clinical outcomes associated with treating HF in the Philippine setting. We used estimates of treatment efficacy, event probabilities, and derivations of utilities from the EMPEROR trials. Costs were derived from hospital tariffs and expert consensus. Separate analyses were performed for patients with left ventricular EF > 40%, categorized under mid-range ejection fraction or preserved ejection fraction (HFmrEF/HFpEF), and patients with left EF ≤ 40%, categorized under HF with reduced ejection fraction (HFrEF).

RESULTS

Our model predicted an average of 0.09 quality-adjusted life year (QALY) gains among HFmrEF/HFpEF patients and HFrEF patients when empagliflozin was compared to SoC. The addition of empagliflozin in the treatment results in a discounted incremental lifetime cost of PHP 62,692 (USD 1,129.99) and PHP 17,215 (USD 308.67) for HFmrEF/HFpEF and HFrEF, respectively. The incremental cost-effectiveness ratio (ICER) of empagliflozin is PHP 198,270 (USD 3,570.72)/QALY and PHP 742,604 (USD 13,385.08)/QALY for HFrEF and HFmrEF/HFpEF, respectively.

LIMITATIONS

This study employed parameters derived from short-term clinical trial data, alongside metrics representative of Asian populations, which are not specific to the Philippine cohort.

CONCLUSIONS

Adding empagliflozin to the SoC in comparison to the SoC is associated with improved clinical outcomes and quality-of-life, at additional costs for both HFrEF and HFmrEF/HFpEF.

Sodium-glucose cotransporter 2 inhibitors in the treatment of heart failure patients: A systematic review and meta-analysis of cost-utility studies

AIMS

Sodium-glucose cotransporter-2 inhibitors (SGLT-2i) have shown promise in reducing cardiovascular mortality and hospitalization due to heart failure (HF), a significant global health issue. This study aims to evaluate the incremental net benefit (INB) of SGLT-2i in HF patients through a systematic review and meta-analysis of cost-utility studies.

METHODS

We searched five databases from their inception until Aug 30, 2024, economic evolution studies reporting cost-effectiveness and cost-utility analyses comparing SGLT-2i combined with standard triple-therapy versus standard triple-therapy alone in HF patients were selected. INB as the primary outcome was calculated in monetary units adjusted for purchasing power parity in 2022 US dollars.

RESULTS

This review included 46 studies, with 41 studies (55 comparisons) pooled into meta-analysis. Adding SGLT2is was cost-effective compared to standard triple-therapy alone, from both healthcare system perspective (INB, $4042.08; 95 % CI, $1758.70-$6325.46) and payer perspective (INB, $12,972.84; 95 % CI, $4711.5-$21,234.22). However, subgroup analyses showed non-significant economic benefit in HF patients with preserved ejection fraction (HFpEF) both from the healthcare system perspective (INB, -$639.32; 95 % CI, -$1850.09-$571.44) and the payer perspective (INB, $3611.07; 95 % CI, -$208.49-$7430.64). Additionally, HF patients from low- and middle-income countries did not show significant economic benefit from the payer perspective (INB, $55,645.70; 95 % CI, -$51,000.00-$160,000.00).

CONCLUSIONS

The findings suggest that adding SGLT-2i is cost-effective compared to conventional standard triple-therapy alone, from both healthcare system and payer perspectives. Nevertheless, the economic benefits are limited in HFpEF and those from low- and middle-income countries. Further research is needed to explore the cost-effectiveness from a broader societal perspective.

Time-varying cost-effectiveness analysis of sodium-glucose cotransporter-2 inhibitors in Chinese patients with heart failure and reduced ejection fraction: A microsimulation of the real-world population

Objective

Sodium-glucose cotransporter-2 (SGLT2) inhibitors showed time-varying effects in heart failure and reduced ejection fraction (HFrEF), but corresponding cost-effectiveness in different timeframes remained poorly understood. This study estimated the time-varying cost-effectiveness of SGLT2 inhibitors in HFrEF from the perspective of the Chinese healthcare system.

Methods

Based on real-world individual patient data, a 2-year microsimulation model was constructed to evaluate the cost-effectiveness of adding SGLT2 inhibitors to standard therapy compared with standard therapy alone among patients with HFrEF. A published prediction model informed transition probabilities for all-cause death and hospitalization for heart failure. The time-varying effects of SGLT2 inhibitors, medical costs, and utility values were derived from the published literature. Scenario analyses in different timeframes were conducted to assess the trend of cost-effectiveness over time.

Results

Compared with standard therapy alone, SGLT2 inhibitors plus standard therapy were found cost-effective at a willingness-to-pay (WTP) threshold of $12,741 per quality-adjusted life year (QALY) gained in 2 years. The incremental cost-effectiveness ratio (ICER) decreased from $12,346.07/QALY at 0.5 years to $9,355.66/QALY at 2 years. One-direction sensitivity analysis demonstrated that the cost-effectiveness of SGLT2 inhibitors was most sensitive to the cost of SGLT2 inhibitors, the cost of hospitalization for heart failure, the cost of standard therapy for heart failure, and the baseline risks of all-cause death and hospitalization for heart failure. Probabilistic sensitivity analysis proved the robustness of the results.

Conclusion

Adding SGLT2 inhibitors to standard therapy was found to be cost-effective in Chinese patients with HFrEF. Longer treatment appeared to be more economically favorable, but further explorations are warranted.

Budget impact analyses for treatment of heart failure. A systematic review

Heart failure (HF) is increasing globally and turning out to be a serious worldwide public health problem with significant morbidity and mortality. This study aims to systemically review the budget impact analysis of heart failure treatments on health care expenditure worldwide. Scientific databases such as PubMed, Web of Science, Scopus, and Google Scholar were searched for budget impact analysis and heart failure treatments, over January 2001 to August 2023. The quality assessment of the selected studies was evaluated through ISPOR practice guideline. Nineteen studies were included in this systematic review. Based on ISPOR recommendations, most studies were performed on a 1-year time horizon and used a government (public health) or health system perspective. Data for selected studies was mainly collected from randomized clinical trials, published literature, pharmaceutical companies, and registry data. Only direct costs were reported in the studies. Sensitivity analyses were stated in almost all studies. However, studies conducted in high-income countries reported sensitivity analyses more elaborately than those performed in low- and middle-income countries. In many published articles related to the budget impact analyses of heart failure treatment, addition of new treatments to the health system's formularies can lead to a reduction in cardiovascular hospitalization rates, re-hospitalization rates, cardiac-associated mortality rates, and an improvement in heart failure class, which can decrease the costs of hospitalizations, specified care visits, primary care visits, and other related treatments.

Real-World Eligibility and Cost-Effectiveness Analysis of Empagliflozin for Heart Failure in Korea

BACKGROUND

The US Food and Drug Administration (FDA) and European Medicines Agency (EMA) approved empagliflozin for reducing cardiovascular mortality and heart failure (HF) hospitalization in patients with both HF with reduced ejection fraction (HFrEF) and HF with preserved ejection fraction (HFpEF). However, limited data are available on the generalizability of empagliflozin to clinical practice. Therefore, we evaluated real-world eligibility and potential cost-effectiveness based on a nationwide prospective HF registry.

METHODS

A total of 3,108 HFrEF and 2,070 HFpEF patients from the Korean Acute Heart Failure (KorAHF) registry were analyzed. Eligibility was estimated by inclusion and exclusion criteria of EMPagliflozin outcomE tRial in Patients With chrOnic heaRt Failure With Reduced Ejection Fraction (EMPEROR-Reduced) and EMPagliflozin outcomE tRial in Patients With chrOnic heaRt Failure With Preserved Ejection Fraction (EMPEROR-Preserved) trials and by FDA & EMA label criteria. The cost-utility analysis was done using a Markov model to project the lifetime medical cost and quality-adjusted life year (QALY).

RESULTS

Among the KorAHF patients, 91.4% met FDA & EMA label criteria, while 44.7% met the clinical trial criteria. The incremental cost-effectiveness ratio of empagliflozin was calculated at US$6,764 per QALY in the overall population, which is far below a threshold of US$18,182 per QALY. The cost-effectiveness benefit was more evident in patients with HFrEF (US$5,012 per QALY) than HFpEF (US$8,971 per QALY).

CONCLUSION

There is a large discrepancy in real-world eligibility for empagliflozin between FDA & EMA labels and clinical trial criteria. Empagliflozin is cost-effective in HF patients regardless of ejection fraction in South Korea health care setting. The efficacy and safety of empagliflozin in real-world HF patients should be further investigated for a broader range of clinical applications.

TRIAL REGISTRATION

ClinicalTrials.gov Identifier: NCT01389843.

Is Using Sodium-Glucose Cotransporter-2 Inhibitors to Treat Adults with Chronic Heart Failure Cost-Effective? A Systematic Review of Cost-Effectiveness Studies

OBJECTIVE

This systematic review aimed to summarise the outcomes of economic evaluations that evaluated sodium-glucose cotransporter-2 inhibitors (SGLT2i) in combination with standard of care compared to standard of care alone for patients with chronic heart failure.

METHODS

This systematic review searched MEDLINE, CINAHL+, Econlit, Scopus, the Cochrane Library, the National Health Service Economic Evaluation Database and the Cost-Effectiveness Analysis Registry from inception to 31 December, 2022, for relevant economic evaluations, which were critically appraised using the Consolidated Health Economic Evaluation Reporting Standards (CHEERS) and Bias in Economic Evaluation (ECOBIAS) criteria. The costs, quality-adjusted life-years, incremental cost-effectiveness ratios and cost-effectiveness thresholds were qualitatively analysed. Net monetary benefits at different decision thresholds were also computed. Subgroup analyses addressing the heterogeneity of economic outcomes were conducted. All costs were adjusted to 2023 international dollar (US$) values using the CCEMG-EPPI-Centre cost converter.

RESULTS

Thirty-nine economic evaluations that evaluated dapagliflozin and empagliflozin in patients with heart failure were found: 32 for the left ventricular ejection fraction (LVEF) ≤ 40% and seven for LVEF > 40%. Sodium-glucose cotransporter-2 inhibitors were cost-effective in all but two economic evaluations for LVEF > 40%. Economic outcomes varied widely, but favoured SGLT2i use in LVEF ≤ 40% over LVEF > 40% and upper-middle income over high-income countries. At a threshold of US$30,000/quality-adjusted life-year, ~ 90% of high to upper-middle income countries would consider SGLT2i cost-effective for heart failure treatment. The generalisability of study findings to low- and low-middle income countries is limited because of insufficient evidence.

CONCLUSIONS

Using SGLT2i to treat heart failure is cost-effective, with more certainty in LVEF ≤ 40% compared to LVEF > 40%. Policymakers in jurisdictions where economic evaluations are not available could potentially use this study's findings to make informed decisions about treatment adoption.

SYSTEMATIC REVIEW PROTOCOL REGISTRATION

This study protocol was registered with the International Prospective Register of Systematic Reviews (PROSPERO; CRD42023388701).

Cost-utility analysis of add-on dapagliflozin in heart failure with preserved or mildly reduced ejection fraction

AIMS

The DELIVER study demonstrates a significant improvement in cardiovascular death or hospitalization for heart failure among heart failure with mildly reduced ejection fraction (HFmrEF) or heart failure with preserved ejection fraction (HFpEF).Cost-utility of the adjunct use of dapagliflozin to standard therapy among patients with HFpEF or HFmrEF remains unclear.

METHODS AND RESULTS

A five-state Markov mode was constructed to project health and clinical outcomes of the adjunct use of dapagliflozin to standard therapy among 65-year-old patients with HFpEF or HFmrEF. A cost-utility analysis was performed based on the DELIVER study and national statistical database. The cost and utility was inflated to 2022 by the usual discount rate of 5%. The primary outcomes were total cost and quality-adjusted life-years (QALYs) per patients as well as the incremental cost-effectiveness ratio. Sensitivity analyses were also applied. Over a 15 year lifetime horizon, the average cost per patient was $7245.77 and $5407.55 in the dapagliflozin group and the standard group, along with an incremental cost of $1838.22. The average QALYs per patient was 6.00 QALYs and 5.84 QALYs in the dapagliflozin group and the standard group, along with an incremental QALYs of 0.15 QALYs, resulting in the incremental cost-effectiveness ratio of $11 865.33/QALY, which was below the willingness-to-pay (WTP) of $12 652.5/QALY. The univariate sensitivity analysis indicated the cardiovascular death in both group was the most sensitive variable. Probability sensitivity analysis revealed that when the WTP thresholds were $12 652.5/QALY and $37 957.5/QALY, the probabilities of being cost-effective with dapagliflozin as an add-on were 54.6% and 71.6%, respectively.

CONCLUSIONS

From a public healthcare system perspective, the adjunct use of dapagliflozin to standard therapy among patients with HFpEF or HFmrEF generated advantages in cost-effectiveness in China at a WTP of $12 652.5/QALY, which promoted the rational use of dapagliflozin for heart failure.

Systematic Review of the Economic Evaluation of Sodium-Glucose Cotransporter-2 Inhibitors Used as Treatment in Patients with Heart Failure

BACKGROUND

Sodium-glucose cotransporter-2 (SGLT2) inhibitors have been recently used as therapeutic agents for type 2 diabetes mellitus. Recent clinical trials have shown that they are beneficial for reducing the risk of cardiovascular mortality and hospitalization in patients with heart failure (HF). A comprehensive review regarding the cost-effectiveness of different SGLT2 inhibitors for HF treatment may be necessary to help clinicians and decision-makers select the most cost-effective HF treatment option.

OBJECTIVE

This study conducted a systematic review of economic evaluation studies of SGLT2 inhibitors for the treatment of patients with reduced ejection fraction (HFrEF) and preserved ejection fraction (HFpEF).

METHOD

We searched PubMed, Cochrane, Embase, and EBSCOhost to identify published economic evaluation studies on SGLT2 inhibitors for HF treatment until May 2023. Studies on the economic evaluation of SGLT2 inhibitors in the treatment of HF were included. We extracted information such as country, population, intervention, type of model, health status, and conclusion of cost-effectiveness.

RESULT

Of the 410 studies, 27 were finally selected. All economic evaluation studies used the Markov model, and commonly included health status as stable HF, hospitalization due to HF, and death. All dapagliflozin studies focused on patients with HFrEF (n = 13), and dapagliflozin was cost-effective in 14 countries, but not in the Philippines. All empagliflozin studies focused on the patients with HFrEF also showed the cost-effectiveness of empagliflozin (n = 11). However, empagliflozin use in patients with HFpEF was determined to be cost-effective in studies in Finland, China, and Australia studies but not in studies in Thailand and the USA.

CONCLUSIONS

Most of the studies reported the cost-effectiveness of dapagliflozin and empagliflozin in patients with HFrEF. However, the cost-effectiveness of empagliflozin differed from country to country regarding patients with HFpEF. We suggest that further economic evaluation of SGLT2 inhibitors should focus on patients with HFpEF in more countries.

Cost-effectiveness of empagliflozin for the treatment of heart failure: a systematic review

Objective: This study aims to synthesize evidence on the cost-effectiveness of empagliflozin for heart failure (HF). Methods: MEDLINE, Embase, the Cochrane Library, EconLit, CNKI, Wanfang Data and Chongqing VIP were searched to identify original articles on cost-effectiveness of empagliflozin for HF, and literature surveillance ended on 20 November 2022. The reporting quality of the included articles was determined using the Consolidated Health Economic Evaluation Reporting Standards statement. Results: Of 97 articles identified, 11 studies published from 2020 to 2022 met the inclusion criteria, and the overall quality was accepted. The studies were conducted in 8 countries (China, Japan, Korea, Singapore, Thailand, Australia, United States, and United Kingdom). This body of evidence suggested that add-on empagliflozin was cost effective for HF with reduced ejection fraction (HFrEF) patients compared to standard of care alone in all the related studies including China, Japan, Korea, Singapore, Thailand, and Australia. For HF with preserved ejection fraction (HFpEF) patients, add-on empagliflozin was cost effective in China and Australia, but not in United States and Thailand. For HF with diabetes, add-on empagliflozin was cost effective in United Kingdom. Moreover, the incremental cost-effectiveness ratios (ICER) were lower for patients with diabetes than without in subgroup analysis. In the uncertainty analysis of all included studies, the ICERs were most sensitive to the cost of empagliflozin and cardiovascular mortality, followed by the cost of the standard treatment, hazard ratio of HF hospitalization. Conclusion: add-on empagliflozin for HFrEF might be cost-effective or dominant compared with standard of care alone. However, for HFpEF patients, add-on empagliflozin might be cost-effective in China and Australian, but not cost-effective in United States and Thailand.

Cost-effectiveness of adding empagliflozin to the standard of care for patients with heart failure with reduced ejection fraction from the perspective of healthcare system in Malaysia

Objective: The aim of this study was to determine the cost-effectiveness of adding empagliflozin to the standard of care versus SoC alone for the treatment of patients with heart failure (HF) with reduced ejection fraction (HFrEF) from the perspective of the Ministry of Health of Malaysia. Methods: A cohort-based transition-state model, with health states defined as Kansas City Cardiomyopathy Questionnaire Clinical Summary Score (KCCQ-CSS) quartiles and death, was used to determine the lifetime direct medical costs and quality-adjusted life years (QALYs) for both treatment groups. The risks of all-cause death, cardiovascular death, and health state utilities were estimated from the EMPEROR-Reduced trial. The incremental cost-effectiveness ratio (ICER) was assessed against the cost-effectiveness threshold (CET) as defined by the country's gross domestic product per capita (RM 47,439 per QALY) to determine cost-effectiveness. Sensitivity analyses were conducted to assess the key model parameters' uncertainty in respect to the incremental cost-effectiveness ratio. A scenario analysis was performed using health states as defined by the New York Heart Association classes. Results: Compared to SoC alone, empagliflozin + SoC for the treatment of HFrEF was more expensive (RM 25,333 vs. RM 21,675) but gained more health utilities (3.64 vs. 3.46), resulting in an ICER of RM 20,400 per QALY in the KCCQ-CSS model. A NYHA-based scenario analysis generated an ICER of RM 36,682 per QALY. A deterministic sensitivity analysis confirmed the robustness of the model in identifying the empagliflozin cost as the main driver of cost-effectiveness. The ICER was reduced to RM 6,621 when the government medication purchasing prices were used. A probabilistic sensitivity analysis with a CET of 1xGDP per capita reached 72.9% probability for empagliflozin + SoC against SoC being cost-effective. Conclusion: Empagliflozin + SoC compared to SoC alone for the treatment of HFrEF patients was cost-effective from the perspective of the MoH of Malaysia.

Sacubitril/Valsartan for Heart Failure with Preserved Ejection Fraction: A Cost-Effectiveness Analysis from the Perspective of the Chinese Healthcare System

BACKGROUND AND OBJECTIVES

Sacubitril/valsartan has shown effectiveness in reducing hospitalization compared with valsartan in HFpEF patients with heart failure with preserved ejection fraction (HFpEF). We aimed to investigate the cost effectiveness of sacubitril/valsartan as an alternative to valsartan in Chinese patients with heart failure with HFpEF.

METHODS

A Markov model was built to investigate the cost effectiveness of sacubitril/valsartan as an alternative to valsartan in Chinese patients with HFpEF, from the healthcare system perspective. The time horizon was a lifetime, with a cycle length of 1 month. Costs were obtained from local information or published papers, discounted at a rate of 0.05 for future costs. The transition probability and utility were based on other studies. The primary outcome of the study was the incremental cost-effectiveness ratio (ICER). Sacubitril/valsartan was considered cost effective if the ICER obtained was lower than the willingness-to-pay threshold of US dollars (US$) 12,551.5 per quality-adjusted life-year (QALY). One-way and probabilistic sensitivity analyses, as well as scenario analysis, were performed to test robustness.

RESULTS

Over a lifetime simulation, a 73-year-old Chinese patient with HFpEF could gain 6.44 QALYs (9.15 life-years) if sacubitril/valsartan plus standard treatment was administered, and 6.37 QALYs (9.07 life-years) if valsartan plus standard treatment was prescribed. The corresponding costs in both groups were US$12,471 and US$8663, respectively. The ICER was US$49,019/QALY (US$46,610/life-year), higher than the willingness-to-pay threshold. Sensitivity analyses and scenario analysis showed that our results were robust.

CONCLUSION

Adding sacubitril/valsartan to standard treatment as an alternative to valsartan for the treatment of HFpEF resulted in more effectiveness but higher costs. Sacubitril/valsartan was likely to not be cost effective in Chinese patients with HFpEF. The cost of sacubitril/valsartan needs to reduce to 34% of its current price to be cost effective in this population. Studies based on real-world data are needed to confirm our conclusions.

Vericiguat for the Treatment of Heart Failure with Reduced Ejection Fraction Following a Worsening Heart Failure Event: A Cost-Effectiveness Analysis from the Perspective of Chinese Healthcare Providers

BACKGROUND AND OBJECTIVE

Approximately 38 million people worldwide experience heart failure (HF), with more than 10 million in China. Heart failure exacerbations are the main cause of HF hospitalization, and hospitalizations are the main driver of HF-associated costs. Vericiguat is recommended to treat patients who have had worsening HF despite guideline-directed medical therapy. However, the cost effectiveness of adding vericiguat to the standard treatment of this population in China remains unclear. The objective of this study was to investigate the cost effectiveness of adding vericiguat to standard treatment in patients with HF in the Chinese population METHODS: A lifetime Markov model with a 1-month cycle length was developed to compare the cost effectiveness of vericiguat plus standard treatment versus standard treatment alone in Chinese patients with HF with reduced ejection fraction following an HF exacerbation, from the perspective of Chinese healthcare providers. The clinical data were obtained from the VICTORIA study. The cost was accessed from our institution or studies conducted in China. The primary outcome was the incremental cost-effectiveness ratio, representing incremental cost per incremental quality-adjusted life-year (QALY). Vericiguat was considered highly cost effective if the incremental cost-effectiveness ratio obtained was lower than 12,551 USD/QALY, cost effective if the incremental cost-effectiveness ratio was between 12,551 and 37,654.5 USD/QALY, and not cost effective if the incremental cost-effectiveness ratio was higher than 37,654.5 USD/QALY. A scenario analysis, one-way sensitivity analysis, and probabilistic sensitivity analysis were performed to test the robustness of the results.

RESULTS

For a 67-year-old patient with HF following an HF exacerbation, the lifetime cost was 17,721 USD if vericiguat plus standard treatment was given, compared to 7907 USD if standard treatment alone was prescribed. The corresponding effectiveness was 2.20 QALY and 2.10 QALY, respectively. The incremental cost-effectiveness ratio of vericiguat plus standard treatment versus standard treatment alone in Chinese patients with HF was 89,429 USD/QALY, higher than the willingness-to-pay threshold of 37654.5 USD/QALY. The scenario analysis and sensitivity analysis showed the robustness of our results.

CONCLUSIONS

The addition of vericiguat to the treatment regimen of Chinese patients with HF with reduced ejection fraction following an HF exacerbation resulted in an incremental cost-effectiveness ratio of $89,429 USD/QALY compared to standard treatment. This incremental cost-effectiveness ratio exceeds the willingness-to-pay threshold and thus, vericiguat was deemed not cost effective in the Chinese population.

Identification of key genes, biological functions, and pathways of empagliflozin by network pharmacology and its significance in the treatment of type 2 diabetes mellitus

Background

To explore the key genes, biological functions, and pathways of empagliflozin in the treatment of type 2 diabetes mellitus (T2DM) through network pharmacology.

Methods

The TCMSP (a traditional Chinese medicine system pharmacology database and analysis platform) was used to screen empagliflozin's active components and targets. The target genes of T2DM were screened according to the GeneCards and OMIM databases, and a Venn diagram was constructed to obtain the target for T2DM treatment. Cytoscape 3.7.2 software was adopted to construct the drug-component-target-disease network. Functional annotation of Gene Ontology (GO) and enrichment analysis of Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways were performed using R software.

Results

Target genes with a probability >0 were selected, among which Compound 012, Compound 060, Compound 093, Compound 111, and Compound 119 Swiss Target Prediction suggested that no similar active substances or predictable target genes were found. A "compound-target gene-disease" network was constructed, in which SLC5A2, SLC5A1, SLC5A4, SLC5A11, ADK, and ADORA2A were the core genes of T2DM. The key factors of the GO summary map included chemical reaction, membrane organelle, protein binding, and so on. The KEGG pathway summary map included the AMPK pathway, insulin resistance, the MAPK pathway, longevity-related pathway regulation, and so on. The top 10 pathways were endocrine resistance, the NF-κB signaling pathway, the HIF-1 signaling pathway, apoptosis, cell senescence, the Ras signaling pathway, the MAPK signaling pathway, the FoxO signaling pathway, the P13K-Akt signaling pathway, and the p53 signaling pathway. The binding of active compounds to key proteins was verified based on the Swiss Dock database, and the molecular docking of 193 bioactive compounds was finally verified. Among them, SLC5A2, SLC5A1, LDHA, KLK1, KLF5, and GSTP1 had better binding to the protein molecules.

Conclusions

Empagliflozin may regulate the targets of SLC5A2, SLC5A1, LDHA, KLK1, KLF5, and GSTP1. There are numerous ways of treating T2DM with empagliflozin, including by regulating apoptosis, cell aging, as well as the NF-κB, HIF-1HIF-1, Ras, MAPK, FoxO, P13K-Akt, and p53 pathways.

Cost-utility analysis of empagliflozin in heart failure patients with reduced and preserved ejection fraction in China

Objective: EMPEROR-Reduced and EMPEROR-Preserved studies showed the benefits of empagliflozin along with a reduction in cardiovascular death or hospitalisation for heart failure (HF). Our aim was to evaluate the economics and effectiveness of adding empagliflozin to the standard therapy for HF with reduced ejection fraction (HFrEF) and HF preserved ejection fraction (HFpEF) in China. Methods: A multistate Markov model was constructed to yield the clinical and economic outcomes of adding empagliflozin to the standard therapy for 65-year-old patients with HFrEF and HFpEF. A cost-utility analysis was conducted, mostly derived from the EMPEROR-Reduced study, EMPEROR-Preserved study, and national statistical database. All costs and outcomes were discounted at the rate of 5% per annum. The primary outcomes were total and incremental costs, quality-adjusted life years (QALYs), and incremental cost-effectiveness ratio (ICER). Sensitivity analyses were also performed. Results: In the HFrEF population, the 10-year incremental cost was $827.52 and the 10-year incremental QALY was 0.15 QALYs, resulting in an ICER of $5,612.06/QALY, which was below the WTP of $12,652.5/QALY. In the HFpEF population, compared with the control group, the incremental cost was $1,271.27, and the incremental QALY was 0.11 QALYs, yielding an ICER of 11,312.65 $/QALY, which was also below the WTP of $12,652.5/QALY. In the HFrEF and HFpEF populations, the results of a one-way sensitivity analysis showed that the risk of cardiovascular death in both groups was the most influential parameter. In the HFrEF population, a probability sensitivity analysis (PSA) revealed that when the WTP thresholds were $12,652.5/QALY and $37,957.5/QALY, the probabilities of being cost-effective with empagliflozin as an add-on were 59.4% and 72.6%, respectively. In the HFpEF population, the PSA results revealed that the probabilities of being cost-effective with empagliflozin as an add-on were 53.1% and 72.2%, respectively. Conclusion: Considering that the WTP threshold was $12,652.5/QALY, adding empagliflozin to standard therapy was proven to be a slightly more cost-effective option for the treatment of HFrEF and HFpEF from a Chinese healthcare system perspective, which promoted the rational use of empagliflozin for HF.

Healthcare resource utilization and costs among patients with heart failure with preserved, mildly reduced, and reduced ejection fraction in Spain

AIMS

To describe healthcare resource utilization (HCRU) of patients with heart failure with preserved (HFpEF), mildly reduced (HFmrEF), and reduced ejection fraction (HFrEF) in Spain.  METHODS: Adults with ≥ 1 HF diagnosis and ≥ 1 year of continuous enrolment before the corresponding index date (1/January/2016) were identified through the BIG-PAC database. Rate per 100 person-years of all-cause and HF-related HCRU during the year after the index date were estimated using bootstrapping with replacement.

RESULTS

Twenty-one thousand two hundred ninety-seven patients were included, of whom 48.5% had HFrEF, 38.6% HFpEF and 4.2% HFmrEF, with the rest being of unknown EF. Mean age was 78.8 ± 11.8 years, 53.0% were men and 83.0% were in NYHA functional class II/III. At index, 67.3% of patients were taking renin angiotensin system inhibitors, 61.2% beta blockers, 23.4% aldosterone antagonists and 5.2% SGLT2 inhibitors. Rates of HF-related outpatient visits and hospitalization were 968.8 and 51.6 per 100 person-years, respectively. Overall, 31.23% of patients were hospitalized, mainly because of HF (87.88% of total hospitalizations); HF hospitalization length 21.06 ± 17.49 days (median 16; 25th, 75th percentile 9-27). HF hospitalizations were the main cost component: inpatient 73.64%, pharmacy 9.67%, outpatient 9.43%, and indirect cost 7.25%. Rates of all-cause and HF-related HCRU and healthcare cost were substantial across all HF subgroups, being higher among HFrEF compared to HFmrEF and HFpEF patients.

CONCLUSIONS

HCRU and cost associated with HF are high in Spain, HF hospitalizations being the main determinant. Medication cost represented only a small proportion of total costs, suggesting that an optimization of HF therapy may reduce HF burden.

Cost-effectiveness of adding empagliflozin to the standard therapy for Heart Failure with Preserved Ejection Fraction from the perspective of healthcare systems in China

Background

The Empagliflozin Outcome Trial in Patients with Chronic Heart Failure with Preserved Ejection Fraction (EMPEROR-Preserved) is the first randomized controlled trial to provide promising evidence on the efficacy of adding empagliflozin to the standard therapy in patients with Heart Failure with Preserved Ejection Fraction (HFpEF), but the cost-effectiveness of add-on empagliflozin treatment remains unclear.

Method

A Markov model using data from the EMPEROR-Preserved trial and national database was constructed to assess lifetime costs and utility from a China healthcare system perspective. The time horizon was 10 years and a 5% discount rate was applied. Incremental cost-effectiveness ratio (ICER) against willingness to pay (WTP) threshold was performed to evaluate the cost-effectiveness. A series of sensitivity analyses was applied to ensure the robustness of the results.

Results

Compared to standard therapy, the increased cost of adding empagliflozin from $4,645.23 to $5,916.50 was associated with a quality-adjusted life years (QALYs) gain from 4.70 to 4.81, projecting an ICER of $11,292.06, which was lower than a WTP threshold of $12,652.5. Univariate sensitivity analysis revealed that the parameters with the largest impact on ICER were cardiovascular mortality in both groups, followed by the cost of empagliflozin and the cost of hospitalization for heart failure. Probabilistic sensitivity analysis indicated that when the WTP threshold was $12,652.5 and $37,957.5, the probability of being cost-effective for adding empagliflozin was 52.7% and 67.6%, respectively. Scenario analysis demonstrated that the cost of empagliflozin, the cost of hospitalization for heart failure, NYHA functional classes, and time horizon had a greater impact on the ICER.

Conclusion

At a WTP threshold of $12,652.5, the add-on empagliflozin treatment for HFpEF was cost-effective in healthcare systems in China, which promoted the rational use of empagliflozin for HFpEF.