<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article  PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="3.0" xml:lang="en" article-type="research article"><front><journal-meta><journal-id journal-id-type="publisher-id">OJNeph</journal-id><journal-title-group><journal-title>Open Journal of Nephrology</journal-title></journal-title-group><issn pub-type="epub">2164-2842</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/ojneph.2023.134040</article-id><article-id pub-id-type="publisher-id">OJNeph-129822</article-id><article-categories><subj-group subj-group-type="heading"><subject>Articles</subject></subj-group><subj-group subj-group-type="Discipline-v2"><subject>Medicine&amp;Healthcare</subject></subj-group></article-categories><title-group><article-title>
 
 
  Cost Utility Analysis of Dapagliflozin in Egyptian Patients with CKD from the Payer Perspective
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Gamal</surname><given-names>Saadi</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Magdy</surname><given-names>Elsharkawy</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Gamal</surname><given-names>Fathy El-Naggar</given-names></name><xref ref-type="aff" rid="aff3"><sup>3</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Ahmed</surname><given-names>F. Elkeraie</given-names></name><xref ref-type="aff" rid="aff4"><sup>4</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Emad</surname><given-names>R. Issak</given-names></name><xref ref-type="aff" rid="aff5"><sup>5</sup></xref><xref ref-type="corresp" rid="cor1"><sup>*</sup></xref></contrib></contrib-group><aff id="aff4"><addr-line>Department of Nephrology, Faculty of Medicine, Alexandria University, Alexandria, Egypt</addr-line></aff><aff id="aff1"><addr-line>Department of Nephrology, Faculty of Medicine Kasr Al-Aini, Cairo University, Cairo, Egypt</addr-line></aff><aff id="aff3"><addr-line>Department of Nephrology, Faculty of Medicine, Tanta University, Tanta, Egypt</addr-line></aff><aff id="aff2"><addr-line>Department of Nephrology, Faculty of Medicine, Ain-Shams University, Cairo, Egypt</addr-line></aff><aff id="aff5"><addr-line>Department of Internal Medicine, Faculty of Medicine, Ain-Shams University, Cairo, Egypt</addr-line></aff><pub-date pub-type="epub"><day>20</day><month>10</month><year>2023</year></pub-date><volume>13</volume><issue>04</issue><fpage>435</fpage><lpage>450</lpage><history><date date-type="received"><day>1,</day>	<month>November</month>	<year>2023</year></date><date date-type="rev-recd"><day>15,</day>	<month>December</month>	<year>2023</year>	</date><date date-type="accepted"><day>18,</day>	<month>December</month>	<year>2023</year></date></history><permissions><copyright-statement>&#169; Copyright  2014 by authors and Scientific Research Publishing Inc. </copyright-statement><copyright-year>2014</copyright-year><license><license-p>This work is licensed under the Creative Commons Attribution International License (CC BY). http://creativecommons.org/licenses/by/4.0/</license-p></license></permissions><abstract><p>
 
 
  Background: Chronic kidney disease is a serious public health issue in Egypt. An estimated 13% of individuals in Egypt are expected to have CKD, with a higher prevalence among older adults and in rural regions. The primary goal of the study was to compare the cost-utility of the standard of care alone against add-on medication, dapagliflozin, as a preventative measure against complications of CKD in cases with or without diabetes mellitus. 
  Methods: A lifetime Markov state transition model with a 3-month cycle was employed based on the clinical evidence from the DAPA-CKD clinical trial. The model was to provide estimates of the long-term economic and health impact of managing CKD patients. Cost-effectiveness is assessed regarding the cost per quality-adjusted life year (QALY) gained. This economic evaluation study used a payer perspective. Moreover, the study evaluated the impact on the budget due to the undertaking of dapagliflozin. One-way deterministic sensitivity analyses, as well as a probabilistic sensitivity analysis, were employed. 
  Results: During a lifetime horizon, the difference in cost between dapagliflozin and SOC was EGP -65,212 (USD 2126.89). The difference in QALY between dapagliflozin and SOC was 4.3. In CKD patients, adding dapagliflozin to ramipril generates better QALYs and lower costs than ramipril alone. Dapagliflozin improved the outcomes and generated cost savings. A deterministic one was sensitivity analysis revealed that the model is robust to changes in all variables included. Probabilistic sensitivity analysis using Monte Carlo simulation with 10,000 iterations showed that in about 82.64% of trials, dapagliflozin is cost-saving. The undertaking of dapagliflozin by any percent will have a positive impact on the budget. 
  Conclusion: During the lifetime horizon, dapagliflozin is cost-saving; it benefits the quality of life and the total cost. The addition of dapagliflozin to SOC has a saving effect of 11.9% of the budget.
 
</p></abstract><kwd-group><kwd>Chronic Kidney Disease</kwd><kwd> Sodium-Glucose Cotransporter-2 Inhibitors</kwd><kwd> Dapagliflozin</kwd><kwd> Cost-Utility</kwd><kwd> Budget Impact</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>Chronic kidney disease (CKD) is a progressive loss of renal function over months or years [<xref ref-type="bibr" rid="scirp.129822-ref1">1</xref>] . The prevalence rates of CKD worldwide are high and have increased in the last decade to about 13% - 15%, with an increased prevalence of diabetes (DM) and hypertension [<xref ref-type="bibr" rid="scirp.129822-ref2">2</xref>] . According to a recent systematic review, the prevalence of CKD among adults with DM, hypertension, and obesity was 31%, 27%, and 14%, respectively [<xref ref-type="bibr" rid="scirp.129822-ref3">3</xref>] .</p><p>Chronic kidney disease (CKD) has become a significant public health issue. It is a global cause of morbidity and mortality [<xref ref-type="bibr" rid="scirp.129822-ref4">4</xref>] . In 2016, CKD was reviewed as the 16th leading cause of death and was forecasted to increase to the fifth top cause by 2040 [<xref ref-type="bibr" rid="scirp.129822-ref5">5</xref>] . Over the past 30 years, CKD has been considered among the top ten contributors to global loss of health and the increasing global burden of disease (GBD) among older adults [<xref ref-type="bibr" rid="scirp.129822-ref6">6</xref>] . Based on the global health estimated report of the World Health Organization (WHO), CKD was the 10th cause of global death in 2019 [<xref ref-type="bibr" rid="scirp.129822-ref7">7</xref>] . It represents a considerable burden, especially in developing countries, due to the high prevalence of uncontrolled chronic risk factors, such as obesity, cardiovascular disease (CVD), and diabetes [<xref ref-type="bibr" rid="scirp.129822-ref8">8</xref>] .</p><p>In Egypt, CKD is a significant public health problem. According to a recent study, the prevalence of CKD in Egypt was estimated to be around 13% of adults, with a higher prevalence in rural areas and among older adults [<xref ref-type="bibr" rid="scirp.129822-ref1">1</xref>] [<xref ref-type="bibr" rid="scirp.129822-ref9">9</xref>] .</p><p>The leading causes of CKD in Egypt include diabetes, hypertension, and glomerulonephritis. The burden of CKD in Egypt is further compounded by limited access to healthcare services, inadequate screening and detection of CKD, and a shortage of effective treatment [<xref ref-type="bibr" rid="scirp.129822-ref10">10</xref>] .</p>Dapagliflozin Technology<p>Dapagliflozin is a sodium-glucose co-transporter-2 (SGLT2) inhibitor used orally in managing T2DM. It decreased renal glucose reabsorption by inhibiting the transporter protein SGLT2 in the renal proximal tubule.</p><p>Plentiful, well-designed clinical trials with dapagliflozin, either as add-on therapy or monotherapy, have demonstrated reductions in HBA1c and fasting plasma glucose levels [<xref ref-type="bibr" rid="scirp.129822-ref11">11</xref>] . Dapagliflozin is reported as the only SGLT2 inhibitor to demonstrate a significantly reduced risk of CV death vs. placebo in patients with HFrEF [<xref ref-type="bibr" rid="scirp.129822-ref12">12</xref>] . After that success in patients with HFrEF Worldwide and in Egypt [<xref ref-type="bibr" rid="scirp.129822-ref13">13</xref>] , dapagliflozin has emerged as a promising class of medications for treating HFpEF.</p><p>Moreover, dapagliflozin showed a kidney protective effect in patients with or without T2DM in the DAPA-CKD trial [<xref ref-type="bibr" rid="scirp.129822-ref14">14</xref>] . DAPA CKD, an international, phase-3, multicentre, double-blind, randomized controlled trial (RCT), evaluated the safety and efficacy of dapagliflozin as an add-on therapy to standard of care (SoC) to prevent CKD progression or mortality due to renal or CV causes among patients with CKD, with or without type 2 diabetes [<xref ref-type="bibr" rid="scirp.129822-ref14">14</xref>] . The available treatment options for CKD are considered to be limited. Experts recommend angiotensin-converting enzyme (ACE) inhibitors and angiotensin receptor blockers (ARBs) as the gold standard to slow the progression of the disease [<xref ref-type="bibr" rid="scirp.129822-ref15">15</xref>] .</p><p>Nonetheless, healthcare decision-makers require decision-making support tools validated to evaluate the expected long-term economic outcomes associated with CKD management.</p></sec><sec id="s2"><title>2. Objective</title><p>The main objective behind conducting this economic model was to evaluate the cost-utility of dapagliflozin as an add-on therapy to standard of care SOC (ramipril) versus ramipril alone as a preventative strategy against CKD complications with or without the presence of DM from the payer perspective over a lifetime horizon to guide decision-makers to the best available therapy for this population. To the best of our knowledge, this is the first economic model built to evaluate the cost-effectiveness of dapagliflozin in Egyptian CKD patients. Moreover, the study evaluated the impact on the budget due to the undertaking of dapagliflozin.</p></sec><sec id="s3"><title>3. Methods</title><sec id="s3_1"><title>3.1. The Model Population</title><p>The model population reflects the participants included in the DAPA-CKD clinical trial [<xref ref-type="bibr" rid="scirp.129822-ref14">14</xref>] . In brief, the eligible patients were adults with or without T2DM who had an eGFR of 25 - 75 mL per min per 1.73 m<sup>2</sup> of body surface area and a urinary albumin-to-creatinine ratio of 200 - 5000 mg/g. The starting age in this study was 60 years.</p></sec><sec id="s3_2"><title>3.2. Intervention and Comparator</title><p>The intervention in this study was dapagliflozin (10 mg once daily) as an add-on to the current background therapy or SOC. The SOC was to maintain patients with a stable, optimized dose of ramipril 5 mg, an angiotensin-converting enzyme inhibitor (ACEI). Patients in the dapagliflozin group received an optimized dose of ramipril similar to those in the SOC group.</p></sec><sec id="s3_3"><title>3.3. Model Overview</title><p>A lifetime Markov state transition model with a 3-month cycle was employed based on the clinical evidence from the DAPA-CKD clinical trial [<xref ref-type="bibr" rid="scirp.129822-ref14">14</xref>] . The model health states were defined by CKD state from stage 1 to stage 5 and ESKD, which was stratified into dialysis and transplant based on progression events observed in the DAPA-CKD clinical trial (<xref ref-type="fig" rid="fig1">Figure 1</xref>). The cohort population was distributed across all available CKD stages at baseline, consistent with the baseline population characteristic of the DAPA-CKD clinical trial, which was 11%, 31%, 44%, and 14% in CKD stage 2, stage 3a, stage 3b, and stage 4, respectively [<xref ref-type="bibr" rid="scirp.129822-ref14">14</xref>] . There were no patients in CKD stage 1, stage 5, or dialysis at the beginning. All patients eventually would enter the absorbing health state, which is the death state.</p><disp-formula id="scirp.129822-formula1"><graphic  xlink:href="//html.scirp.org/file/10-2070563x3.png?20231218084319654"  xlink:type="simple"/></disp-formula><p>Note: CKD 1: chronic kidney disease stage 1; CKD 2: chronic kidney disease stage 2; CKD 3a: chronic kidney disease stage 3a; CKD 3b: chronic kidney disease stage 3b; CKD 4: chronic kidney disease stage 4; CKD 5: chronic kidney disease stage 5; ESKD: end stage kidney disease; AEs: adverse events; AKI: acute kidney injury; GI: genital infection; UTI: urinary tract infection.</p><p><xref ref-type="fig" rid="fig1">Figure 1</xref>. Model schematic of patients with CKD.</p><p>The model has been designed to provide estimates of the long-term economic and health impact of managing CKD patients. Cost-effectiveness is assessed in terms of the cost per quality-adjusted life year (QALY) gained (i.e. how much it costs for one year of life at full health). Patients are simulated as shown in the model schematic diagram (<xref ref-type="fig" rid="fig1">Figure 1</xref>). Each simulated subject is progressed through the model in 3-monthly time increments.</p></sec><sec id="s3_4"><title>3.4. Model Inputs Data</title><p>Transition probabilities between different health states are based on data from the DAPA-CKD. Transitions were split into months 0 - 4 and months four onwards to capture the change in trend observed in mean eGFR in the DAPA-CKD clinical trial [<xref ref-type="bibr" rid="scirp.129822-ref5">5</xref>] . Rates of other adverse events not mentioned in DAPA-CKD are derived from recent studies of dapagliflozin [<xref ref-type="bibr" rid="scirp.129822-ref16">16</xref>] [<xref ref-type="bibr" rid="scirp.129822-ref17">17</xref>] . All clinical data, as well as utility data, are shown in <xref ref-type="table" rid="table1">Table 1</xref> and <xref ref-type="table" rid="table2">Table 2</xref>.</p><p>Due to a paucity of utility data in the Egyptian setting, the utility data from published studies was used [<xref ref-type="bibr" rid="scirp.129822-ref18">18</xref>] - [<xref ref-type="bibr" rid="scirp.129822-ref23">23</xref>] . All utility data are shown in <xref ref-type="table" rid="table2">Table 2</xref>.</p><p>This economic evaluation study used a payer perspective. Direct costs included the acquisition cost of dapagliflozin, the cost of CKD treatment, and the cost of adverse event treatment. In addition, other direct costs related to outpatient visits, such as laboratories and monitoring, were added. The total monthly cost for dapagliflozin was calculated based on daily dose and unit cost. The daily dose used in this study was similar to that used in the DAPA-CKD clinical trial [<xref ref-type="bibr" rid="scirp.129822-ref14">14</xref>] . The median price of dapagliflozin was 333 EGP (10.86 USD) per month. All cost data are shown in <xref ref-type="table" rid="table3">Table 3</xref>.</p></sec><sec id="s3_5"><title>3.5. Model Process and Analyses</title><p>Patients are simulated until death or the lifetime horizon. Once all patients have been simulated, the relevant statistics are summarized and presented. Of particular interest are the total costs and QALYs over the simulated time horizon (including those associated with complications, treatment, and adverse events), which are used to estimate cost-utility. The study’s perspective is the payer perspective to maximize health gain for the patients while ensuring the most efficient use of healthcare resources. The time horizon for the study is a lifetime. All costs and effects were discounted at 3.5% annually. The model is localized to the actual practice in Egypt.</p><p>The Markov model was built into Microsoft Excel 2019 (Microsoft, Redmond, WA, USA). The predicted long-term outcomes and costs were estimated and discounted at 3.5% as recommended by the ISPOR Health Economic Evaluation guideline [<xref ref-type="bibr" rid="scirp.129822-ref24">24</xref>] . The incremental cost-effectiveness ratio (ICER) was calculated using the formula ICER = (total cost of dapagliflozin cohort − total cost of SOC cohort)/(effect of dapagliflozin cohort − effect of SOC cohort), where the effect is quality-adjusted life year (QALY). Furthermore, the impact on the budget was calculated as a percent change due to the penetration of dapagliflozin by different percentages.</p><table-wrap id="table1" ><label><xref ref-type="table" rid="table1">Table 1</xref></label><caption><title> Transition probabilities included in the analysis</title></caption><table><tbody><thead><tr><th align="center" valign="middle"  colspan="18"  >Dapagliflozin</th></tr></thead><tr><td align="center" valign="middle"  rowspan="2"  >From/to</td><td align="center" valign="middle"  colspan="2"  >CKD 1</td><td align="center" valign="middle"  colspan="2"  >CKD 2</td><td align="center" valign="middle"  colspan="2"  >CKD 3a</td><td align="center" valign="middle"  colspan="2"  >CKD 3b</td><td align="center" valign="middle"  colspan="2"  >CKD 4</td><td align="center" valign="middle"  colspan="2"  >CKD 5</td><td align="center" valign="middle"  colspan="2"  >Dialysis</td><td align="center" valign="middle"  colspan="2"  >Transplantation</td><td align="center" valign="middle" >Ref.</td></tr><tr><td align="center" valign="middle" >Mean</td><td align="center" valign="middle" >SE</td><td align="center" valign="middle" >Mean</td><td align="center" valign="middle" >SE</td><td align="center" valign="middle" >Mean</td><td align="center" valign="middle" >SE</td><td align="center" valign="middle" >Mean</td><td align="center" valign="middle" >SE</td><td align="center" valign="middle" >Mean</td><td align="center" valign="middle" >SE</td><td align="center" valign="middle" >Mean</td><td align="center" valign="middle" >SE</td><td align="center" valign="middle" >Mean</td><td align="center" valign="middle" >SE</td><td align="center" valign="middle" >Mean</td><td align="center" valign="middle" >SE</td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >Month 0 - 4</td><td align="center" valign="middle"  colspan="17"  ></td></tr><tr><td align="center" valign="middle" >CKD 1</td><td align="center" valign="middle" >0.586</td><td align="center" valign="middle" >0.076</td><td align="center" valign="middle" >0.219</td><td align="center" valign="middle" >0.064</td><td align="center" valign="middle" >0.049</td><td align="center" valign="middle" >0.033</td><td align="center" valign="middle" >0.049</td><td align="center" valign="middle" >0.033</td><td align="center" valign="middle" >0.024</td><td align="center" valign="middle" >0.024</td><td align="center" valign="middle" >0.024</td><td align="center" valign="middle" >0.024</td><td align="center" valign="middle" >0.024</td><td align="center" valign="middle" >0.024</td><td align="center" valign="middle" >0.025</td><td align="center" valign="middle" >0.024</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref14">14</xref>]</td></tr><tr><td align="center" valign="middle" >CKD 2</td><td align="center" valign="middle" >0.018</td><td align="center" valign="middle" >0.005</td><td align="center" valign="middle" >0.709</td><td align="center" valign="middle" >0.016</td><td align="center" valign="middle" >0.246</td><td align="center" valign="middle" >0.015</td><td align="center" valign="middle" >0.019</td><td align="center" valign="middle" >0.005</td><td align="center" valign="middle" >0.003</td><td align="center" valign="middle" >0.002</td><td align="center" valign="middle" >0.003</td><td align="center" valign="middle" >0.002</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref14">14</xref>]</td></tr><tr><td align="center" valign="middle" >CKD 3a</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0.079</td><td align="center" valign="middle" >0.006</td><td align="center" valign="middle" >0.749</td><td align="center" valign="middle" >0.009</td><td align="center" valign="middle" >0.162</td><td align="center" valign="middle" >0.008</td><td align="center" valign="middle" >0.008</td><td align="center" valign="middle" >0.002</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref14">14</xref>]</td></tr><tr><td align="center" valign="middle" >CKD 3b</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0.005</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0.079</td><td align="center" valign="middle" >0.004</td><td align="center" valign="middle" >0.812</td><td align="center" valign="middle" >0.006</td><td align="center" valign="middle" >0.102</td><td align="center" valign="middle" >0.005</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref14">14</xref>]</td></tr><tr><td align="center" valign="middle" >CKD 4</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0.003</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0.006</td><td align="center" valign="middle" >0.002</td><td align="center" valign="middle" >0.143</td><td align="center" valign="middle" >0.008</td><td align="center" valign="middle" >0.843</td><td align="center" valign="middle" >0.008</td><td align="center" valign="middle" >0.004</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref14">14</xref>]</td></tr><tr><td align="center" valign="middle" >CKD 5</td><td align="center" valign="middle" >0.063</td><td align="center" valign="middle" >0.06</td><td align="center" valign="middle" >0.125</td><td align="center" valign="middle" >0.08</td><td align="center" valign="middle" >0.062</td><td align="center" valign="middle" >0.058</td><td align="center" valign="middle" >0.124</td><td align="center" valign="middle" >0.08</td><td align="center" valign="middle" >0.375</td><td align="center" valign="middle" >0.118</td><td align="center" valign="middle" >0.125</td><td align="center" valign="middle" >0.08</td><td align="center" valign="middle" >0.063</td><td align="center" valign="middle" >0.059</td><td align="center" valign="middle" >0.062</td><td align="center" valign="middle" >0.059</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref14">14</xref>]</td></tr><tr><td align="center" valign="middle" >Dialysis</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0.995</td><td align="center" valign="middle" >0.0995</td><td align="center" valign="middle" >0.005</td><td align="center" valign="middle" >0.0005</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref17">17</xref>]</td></tr><tr><td align="center" valign="middle" >Transplantation</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0.007</td><td align="center" valign="middle" >0.0007</td><td align="center" valign="middle" >0.993</td><td align="center" valign="middle" >0.0993</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref17">17</xref>]</td></tr><tr><td align="center" valign="middle" >Month 5 &amp; on</td><td align="center" valign="middle"  colspan="17"  ></td></tr><tr><td align="center" valign="middle" >CKD 1</td><td align="center" valign="middle" >0.891</td><td align="center" valign="middle" >0.017</td><td align="center" valign="middle" >0.07</td><td align="center" valign="middle" >0.014</td><td align="center" valign="middle" >0.009</td><td align="center" valign="middle" >0.005</td><td align="center" valign="middle" >0.015</td><td align="center" valign="middle" >0.007</td><td align="center" valign="middle" >0.006</td><td align="center" valign="middle" >0.004</td><td align="center" valign="middle" >0.003</td><td align="center" valign="middle" >0.003</td><td align="center" valign="middle" >0.003</td><td align="center" valign="middle" >0.003</td><td align="center" valign="middle" >0.003</td><td align="center" valign="middle" >0.003</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref14">14</xref>]</td></tr><tr><td align="center" valign="middle" >CKD 2</td><td align="center" valign="middle" >0.005</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0.909</td><td align="center" valign="middle" >0.004</td><td align="center" valign="middle" >0.078</td><td align="center" valign="middle" >0.004</td><td align="center" valign="middle" >0.006</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0.002</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref14">14</xref>]</td></tr><tr><td align="center" valign="middle" >CKD 3a</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0.025</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0.913</td><td align="center" valign="middle" >0.003</td><td align="center" valign="middle" >0.059</td><td align="center" valign="middle" >0.002</td><td align="center" valign="middle" >0.002</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref14">14</xref>]</td></tr><tr><td align="center" valign="middle" >CKD 3b</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0.025</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0.938</td><td align="center" valign="middle" >0.002</td><td align="center" valign="middle" >0.035</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref14">14</xref>]</td></tr><tr><td align="center" valign="middle" >CKD 4</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0.035</td><td align="center" valign="middle" >0.002</td><td align="center" valign="middle" >0.952</td><td align="center" valign="middle" >0.002</td><td align="center" valign="middle" >0.01</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref14">14</xref>]</td></tr><tr><td align="center" valign="middle" >CKD 5</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0.002</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0.002</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0.027</td><td align="center" valign="middle" >0.005</td><td align="center" valign="middle" >0.92</td><td align="center" valign="middle" >0.008</td><td align="center" valign="middle" >0.045</td><td align="center" valign="middle" >0.006</td><td align="center" valign="middle" >0.002</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref14">14</xref>]</td></tr><tr><td align="center" valign="middle" >Dialysis</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0.995</td><td align="center" valign="middle" >0.0995</td><td align="center" valign="middle" >0.005</td><td align="center" valign="middle" >0.0005</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref17">17</xref>]</td></tr><tr><td align="center" valign="middle" >Transplantation</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0.007</td><td align="center" valign="middle" >0.0007</td><td align="center" valign="middle" >0.993</td><td align="center" valign="middle" >0.0993</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref17">17</xref>]</td></tr><tr><td align="center" valign="middle"  colspan="18"  >Standard of care (SOC)</td></tr><tr><td align="center" valign="middle"  rowspan="2"  >From/to</td><td align="center" valign="middle"  colspan="2"  >CKD 1</td><td align="center" valign="middle"  colspan="2"  >CKD 2</td><td align="center" valign="middle"  colspan="2"  >CKD 3a</td><td align="center" valign="middle"  colspan="2"  >CKD 3b</td><td align="center" valign="middle"  colspan="2"  >CKD 4</td><td align="center" valign="middle"  colspan="2"  >CKD 5</td><td align="center" valign="middle"  colspan="2"  >Dialysis</td><td align="center" valign="middle"  colspan="2"  >Transplantation</td><td align="center" valign="middle" >Ref.</td></tr><tr><td align="center" valign="middle" >Mean</td><td align="center" valign="middle" >SE</td><td align="center" valign="middle" >Mean</td><td align="center" valign="middle" >SE</td><td align="center" valign="middle" >Mean</td><td align="center" valign="middle" >SE</td><td align="center" valign="middle" >Mean</td><td align="center" valign="middle" >SE</td><td align="center" valign="middle" >Mean</td><td align="center" valign="middle" >SE</td><td align="center" valign="middle" >Mean</td><td align="center" valign="middle" >SE</td><td align="center" valign="middle" >Mean</td><td align="center" valign="middle" >SE</td><td align="center" valign="middle" >Mean</td><td align="center" valign="middle" >SE</td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >Month 0 - 4</td><td align="center" valign="middle"  colspan="17"  ></td></tr><tr><td align="center" valign="middle" >CKD 1</td><td align="center" valign="middle" >0.375</td><td align="center" valign="middle" >0.084</td><td align="center" valign="middle" >0.313</td><td align="center" valign="middle" >0.081</td><td align="center" valign="middle" >0.156</td><td align="center" valign="middle" >0.064</td><td align="center" valign="middle" >0.031</td><td align="center" valign="middle" >0.03</td><td align="center" valign="middle" >0.031</td><td align="center" valign="middle" >0.03</td><td align="center" valign="middle" >0.031</td><td align="center" valign="middle" >0.03</td><td align="center" valign="middle" >0.031</td><td align="center" valign="middle" >0.03</td><td align="center" valign="middle" >0.031</td><td align="center" valign="middle" >0.03</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref14">14</xref>]</td></tr><tr><td align="center" valign="middle" >CKD 2</td><td align="center" valign="middle" >0.009</td><td align="center" valign="middle" >0.003</td><td align="center" valign="middle" >0.77</td><td align="center" valign="middle" >0.014</td><td align="center" valign="middle" >0.195</td><td align="center" valign="middle" >0.013</td><td align="center" valign="middle" >0.015</td><td align="center" valign="middle" >0.004</td><td align="center" valign="middle" >0.004</td><td align="center" valign="middle" >0.002</td><td align="center" valign="middle" >0.002</td><td align="center" valign="middle" >0.002</td><td align="center" valign="middle" >0.002</td><td align="center" valign="middle" >0.002</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref14">14</xref>]</td></tr><tr><td align="center" valign="middle" >CKD 3a</td><td align="center" valign="middle" >0.002</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0.07</td><td align="center" valign="middle" >0.005</td><td align="center" valign="middle" >0.774</td><td align="center" valign="middle" >0.009</td><td align="center" valign="middle" >0.149</td><td align="center" valign="middle" >0.007</td><td align="center" valign="middle" >0.004</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref14">14</xref>]</td></tr><tr><td align="center" valign="middle" >CKD 3b</td><td align="center" valign="middle" >0.002</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0.004</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0.084</td><td align="center" valign="middle" >0.005</td><td align="center" valign="middle" >0.826</td><td align="center" valign="middle" >0.006</td><td align="center" valign="middle" >0.082</td><td align="center" valign="middle" >0.005</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref14">14</xref>]</td></tr><tr><td align="center" valign="middle" >CKD 4</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0.002</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0.005</td><td align="center" valign="middle" >0.002</td><td align="center" valign="middle" >0.127</td><td align="center" valign="middle" >0.008</td><td align="center" valign="middle" >0.856</td><td align="center" valign="middle" >0.009</td><td align="center" valign="middle" >0.007</td><td align="center" valign="middle" >0.002</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref14">14</xref>]</td></tr><tr><td align="center" valign="middle" >CKD 5</td><td align="center" valign="middle" >0.043</td><td align="center" valign="middle" >0.041</td><td align="center" valign="middle" >0.174</td><td align="center" valign="middle" >0.077</td><td align="center" valign="middle" >0.043</td><td align="center" valign="middle" >0.042</td><td align="center" valign="middle" >0.044</td><td align="center" valign="middle" >0.042</td><td align="center" valign="middle" >0.175</td><td align="center" valign="middle" >0.077</td><td align="center" valign="middle" >0.348</td><td align="center" valign="middle" >0.097</td><td align="center" valign="middle" >0.13</td><td align="center" valign="middle" >0.068</td><td align="center" valign="middle" >0.043</td><td align="center" valign="middle" >0.041</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref14">14</xref>]</td></tr><tr><td align="center" valign="middle" >Dialysis</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0.995</td><td align="center" valign="middle" >0.0995</td><td align="center" valign="middle" >0.005</td><td align="center" valign="middle" >0.0005</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref17">17</xref>]</td></tr><tr><td align="center" valign="middle" >Transplantation</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0.007</td><td align="center" valign="middle" >0.0007</td><td align="center" valign="middle" >0.993</td><td align="center" valign="middle" >0.0993</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref17">17</xref>]</td></tr><tr><td align="center" valign="middle" >Month 5 &amp; on</td><td align="center" valign="middle"  colspan="17"  ></td></tr><tr><td align="center" valign="middle" >CKD 1</td><td align="center" valign="middle" >0.884</td><td align="center" valign="middle" >0.02</td><td align="center" valign="middle" >0.075</td><td align="center" valign="middle" >0.016</td><td align="center" valign="middle" >0.015</td><td align="center" valign="middle" >0.007</td><td align="center" valign="middle" >0.011</td><td align="center" valign="middle" >0.006</td><td align="center" valign="middle" >0.004</td><td align="center" valign="middle" >0.004</td><td align="center" valign="middle" >0.004</td><td align="center" valign="middle" >0.004</td><td align="center" valign="middle" >0.004</td><td align="center" valign="middle" >0.004</td><td align="center" valign="middle" >0.004</td><td align="center" valign="middle" >0.004</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref14">14</xref>]</td></tr><tr><td align="center" valign="middle" >CKD 2</td><td align="center" valign="middle" >0.004</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0.915</td><td align="center" valign="middle" >0.004</td><td align="center" valign="middle" >0.072</td><td align="center" valign="middle" >0.004</td><td align="center" valign="middle" >0.008</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0.002</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref14">14</xref>]</td></tr><tr><td align="center" valign="middle" >CKD 3a</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0.023</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0.91</td><td align="center" valign="middle" >0.003</td><td align="center" valign="middle" >0.064</td><td align="center" valign="middle" >0.002</td><td align="center" valign="middle" >0.003</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref14">14</xref>]</td></tr><tr><td align="center" valign="middle" >CKD 3b</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0.026</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0.931</td><td align="center" valign="middle" >0.002</td><td align="center" valign="middle" >0.041</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref14">14</xref>]</td></tr><tr><td align="center" valign="middle" >CKD 4</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0.028</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0.954</td><td align="center" valign="middle" >0.002</td><td align="center" valign="middle" >0.014</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0.002</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref14">14</xref>]</td></tr><tr><td align="center" valign="middle" >CKD 5</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0.002</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0.038</td><td align="center" valign="middle" >0.005</td><td align="center" valign="middle" >0.91</td><td align="center" valign="middle" >0.008</td><td align="center" valign="middle" >0.044</td><td align="center" valign="middle" >0.005</td><td align="center" valign="middle" >0.003</td><td align="center" valign="middle" >0.002</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref14">14</xref>]</td></tr><tr><td align="center" valign="middle" >Dialysis</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0.995</td><td align="center" valign="middle" >0.0995</td><td align="center" valign="middle" >0.005</td><td align="center" valign="middle" >0.0005</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref17">17</xref>]</td></tr><tr><td align="center" valign="middle" >Transplantation</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >0.007</td><td align="center" valign="middle" >0.0007</td><td align="center" valign="middle" >0.993</td><td align="center" valign="middle" >0.0993</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref17">17</xref>]</td></tr></tbody></table></table-wrap><table-wrap id="table2" ><label><xref ref-type="table" rid="table2">Table 2</xref></label><caption><title> Clinical and utility data included in the analysis</title></caption><table><tbody><thead><tr><th align="center" valign="middle" ></th><th align="center" valign="middle" >Base case</th><th align="center" valign="middle" >Low value</th><th align="center" valign="middle" >High value</th><th align="center" valign="middle" >Ref.</th></tr></thead><tr><td align="center" valign="middle" >Baseline CKD</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >CKD stage 2</td><td align="center" valign="middle" >0.105</td><td align="center" valign="middle" >0.08</td><td align="center" valign="middle" >0.13</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref14">14</xref>]</td></tr><tr><td align="center" valign="middle" >CKD stage 3a</td><td align="center" valign="middle" >0.309</td><td align="center" valign="middle" >0.25</td><td align="center" valign="middle" >0.37</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref14">14</xref>]</td></tr><tr><td align="center" valign="middle" >CKD stage 3b</td><td align="center" valign="middle" >0.441</td><td align="center" valign="middle" >0.35</td><td align="center" valign="middle" >0.53</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref14">14</xref>]</td></tr><tr><td align="center" valign="middle" >CKD stage 4</td><td align="center" valign="middle" >0.145</td><td align="center" valign="middle" >0.12</td><td align="center" valign="middle" >0.17</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref14">14</xref>]</td></tr><tr><td align="center" valign="middle" >Overall survival</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >Dapagliflozin</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >OS Weibull c</td><td align="center" valign="middle" >1.5893</td><td align="center" valign="middle" >1.2714</td><td align="center" valign="middle" >1.9072</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref14">14</xref>]</td></tr><tr><td align="center" valign="middle" >OS Weibull k</td><td align="center" valign="middle" >0.0002</td><td align="center" valign="middle" >0.0001</td><td align="center" valign="middle" >0.0002</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref14">14</xref>]</td></tr><tr><td align="center" valign="middle" >SOC</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >OS Weibull c</td><td align="center" valign="middle" >1.5</td><td align="center" valign="middle" >1.2000</td><td align="center" valign="middle" >1.8000</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref14">14</xref>]</td></tr><tr><td align="center" valign="middle" >OS Weibull k</td><td align="center" valign="middle" >0.002</td><td align="center" valign="middle" >0.0002</td><td align="center" valign="middle" >0.0003</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref14">14</xref>]</td></tr><tr><td align="center" valign="middle" >Rate of adverse events</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >Dapagliflozin</td><td align="center" valign="middle" >Base case</td><td align="center" valign="middle" >Low value</td><td align="center" valign="middle" >High value</td><td align="center" valign="middle" >Ref.</td></tr><tr><td align="center" valign="middle" >hHF</td><td align="center" valign="middle" >0.017</td><td align="center" valign="middle" >0.01</td><td align="center" valign="middle" >0.02</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref10">10</xref>]</td></tr><tr><td align="center" valign="middle" >AKI</td><td align="center" valign="middle" >0.059</td><td align="center" valign="middle" >0.0472</td><td align="center" valign="middle" >0.0708</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref14">14</xref>]</td></tr><tr><td align="center" valign="middle" >GI</td><td align="center" valign="middle" >0.009</td><td align="center" valign="middle" >0.01</td><td align="center" valign="middle" >0.01</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref16">16</xref>]</td></tr><tr><td align="center" valign="middle" >UTI</td><td align="center" valign="middle" >0.015</td><td align="center" valign="middle" >0.01</td><td align="center" valign="middle" >0.02</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref16">16</xref>]</td></tr><tr><td align="center" valign="middle" >Major hypoglycemia</td><td align="center" valign="middle" >0.007</td><td align="center" valign="middle" >0.0056</td><td align="center" valign="middle" >0.0084</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref14">14</xref>]</td></tr><tr><td align="center" valign="middle" >SOC</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >hHF</td><td align="center" valign="middle" >0.033</td><td align="center" valign="middle" >0.026</td><td align="center" valign="middle" >0.04</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref10">10</xref>]</td></tr><tr><td align="center" valign="middle" >AKI</td><td align="center" valign="middle" >0.042</td><td align="center" valign="middle" >0.0336</td><td align="center" valign="middle" >0.0504</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref14">14</xref>]</td></tr><tr><td align="center" valign="middle" >GI</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >0.001</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref16">16</xref>]</td></tr><tr><td align="center" valign="middle" >UTI</td><td align="center" valign="middle" >0.016</td><td align="center" valign="middle" >0.013</td><td align="center" valign="middle" >0.019</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref16">16</xref>]</td></tr><tr><td align="center" valign="middle" >Major hypoglycemia</td><td align="center" valign="middle" >0.013</td><td align="center" valign="middle" >0.0104</td><td align="center" valign="middle" >0.0156</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref14">14</xref>]</td></tr><tr><td align="center" valign="middle" >Utilities</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >CKD 1</td><td align="center" valign="middle" >0.85</td><td align="center" valign="middle" >0.68</td><td align="center" valign="middle" >1.02</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref18">18</xref>]</td></tr><tr><td align="center" valign="middle" >CKD 2</td><td align="center" valign="middle" >0.85</td><td align="center" valign="middle" >0.68</td><td align="center" valign="middle" >1.02</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref18">18</xref>]</td></tr><tr><td align="center" valign="middle" >CKD 3a</td><td align="center" valign="middle" >0.8</td><td align="center" valign="middle" >0.64</td><td align="center" valign="middle" >0.96</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref18">18</xref>]</td></tr><tr><td align="center" valign="middle" >CKD 3b</td><td align="center" valign="middle" >0.8</td><td align="center" valign="middle" >0.64</td><td align="center" valign="middle" >0.96</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref18">18</xref>]</td></tr><tr><td align="center" valign="middle" >CKD 4</td><td align="center" valign="middle" >0.566</td><td align="center" valign="middle" >0.4528</td><td align="center" valign="middle" >0.6792</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref19">19</xref>]</td></tr><tr><td align="center" valign="middle" >CKD 5</td><td align="center" valign="middle" >0.467</td><td align="center" valign="middle" >0.3736</td><td align="center" valign="middle" >0.5604</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref19">19</xref>]</td></tr><tr><td align="center" valign="middle" >Dialysis</td><td align="center" valign="middle" >0.126</td><td align="center" valign="middle" >0.1008</td><td align="center" valign="middle" >0.1512</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref19">19</xref>]</td></tr><tr><td align="center" valign="middle" >Renal transplant</td><td align="center" valign="middle" >0.83</td><td align="center" valign="middle" >0.66</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref20">20</xref>]</td></tr><tr><td align="center" valign="middle" >Disutility of AE</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >hHF</td><td align="center" valign="middle" >0.1</td><td align="center" valign="middle" >0.08</td><td align="center" valign="middle" >0.12</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref21">21</xref>]</td></tr><tr><td align="center" valign="middle" >AKI</td><td align="center" valign="middle" >0.05</td><td align="center" valign="middle" >0.04</td><td align="center" valign="middle" >0.06</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref22">22</xref>]</td></tr><tr><td align="center" valign="middle" >GI</td><td align="center" valign="middle" >0.038</td><td align="center" valign="middle" >0.03</td><td align="center" valign="middle" >0.05</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref22">22</xref>]</td></tr><tr><td align="center" valign="middle" >UTI</td><td align="center" valign="middle" >0.025</td><td align="center" valign="middle" >0.02</td><td align="center" valign="middle" >0.03</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref22">22</xref>]</td></tr><tr><td align="center" valign="middle" >Severe hypoglycemia</td><td align="center" valign="middle" >0.01</td><td align="center" valign="middle" >0.008</td><td align="center" valign="middle" >0.012</td><td align="center" valign="middle" >[<xref ref-type="bibr" rid="scirp.129822-ref23">23</xref>]</td></tr></tbody></table></table-wrap><p>Note: AKI: acute kidney injury; GI: genital infection; UTI: urinary tract infection; hHF: hospitalization due to HF.</p><table-wrap id="table3" ><label><xref ref-type="table" rid="table3">Table 3</xref></label><caption><title> Costs included in the analysis</title></caption><table><tbody><thead><tr><th align="center" valign="middle" ></th><th align="center" valign="middle" >Option/dose</th><th align="center" valign="middle" >Base case</th><th align="center" valign="middle" >Low value</th><th align="center" valign="middle" >High value</th></tr></thead><tr><td align="center" valign="middle"  rowspan="2"  >Treatment cost</td><td align="center" valign="middle" >Dapagliflozin 10 mg cost per pack (28 tabs)</td><td align="center" valign="middle" >333</td><td align="center" valign="middle" >266.4</td><td align="center" valign="middle" >399.6</td></tr><tr><td align="center" valign="middle" >Ramipril 2.5 mg tab cost per pack (14 tabs)</td><td align="center" valign="middle" >30</td><td align="center" valign="middle" >24.0</td><td align="center" valign="middle" >36.0</td></tr><tr><td align="center" valign="middle"  rowspan="6"  >AE management cost</td><td align="center" valign="middle" >Clotrimazole cream</td><td align="center" valign="middle" >15</td><td align="center" valign="middle" >12.0</td><td align="center" valign="middle" >18.0</td></tr><tr><td align="center" valign="middle" >Ciprofloxacin 250 mg tab (10 tabs)</td><td align="center" valign="middle" >25</td><td align="center" valign="middle" >20.0</td><td align="center" valign="middle" >30.0</td></tr><tr><td align="center" valign="middle" >Phenazopyridine 100 mg tablet (20 tabs)</td><td align="center" valign="middle" >5</td><td align="center" valign="middle" >4.0</td><td align="center" valign="middle" >6.0</td></tr><tr><td align="center" valign="middle" >Dextrose infusion</td><td align="center" valign="middle" >18</td><td align="center" valign="middle" >14.4</td><td align="center" valign="middle" >21.6</td></tr><tr><td align="center" valign="middle" >Saline 9% 500 CC</td><td align="center" valign="middle" >18</td><td align="center" valign="middle" >14.4</td><td align="center" valign="middle" >21.6</td></tr><tr><td align="center" valign="middle" >Glucagon 1 ml vail</td><td align="center" valign="middle" >90</td><td align="center" valign="middle" >72.0</td><td align="center" valign="middle" >108.0</td></tr><tr><td align="center" valign="middle"  rowspan="3"  >CKD complications management</td><td align="center" valign="middle" >Vit D 400 IU &amp; Ca carbonate (30 tabs)</td><td align="center" valign="middle" >52</td><td align="center" valign="middle" >41.6</td><td align="center" valign="middle" >62.4</td></tr><tr><td align="center" valign="middle" >Sevelamer tablet 800 mg (30 tabs)</td><td align="center" valign="middle" >120</td><td align="center" valign="middle" >96.0</td><td align="center" valign="middle" >144.0</td></tr><tr><td align="center" valign="middle" >Epoetin alfa vial</td><td align="center" valign="middle" >614</td><td align="center" valign="middle" >491.2</td><td align="center" valign="middle" >736.8</td></tr><tr><td align="center" valign="middle"  rowspan="3"  >Hospitalization</td><td align="center" valign="middle" >Cost of inpatient/day (ICU room</td><td align="center" valign="middle" >8000</td><td align="center" valign="middle" >6400.0</td><td align="center" valign="middle" >9600.0</td></tr><tr><td align="center" valign="middle" >Cost of inpatient/day (general ward)</td><td align="center" valign="middle" >2000</td><td align="center" valign="middle" >1600.0</td><td align="center" valign="middle" >2400.0</td></tr><tr><td align="center" valign="middle" >Cost of outpatient/day</td><td align="center" valign="middle" >500</td><td align="center" valign="middle" >400.0</td><td align="center" valign="middle" >600.0</td></tr><tr><td align="center" valign="middle"  rowspan="3"  >Transient events hHF</td><td align="center" valign="middle" >Isosorbide mononitrate 60 mg tablet (20 tabs)</td><td align="center" valign="middle" >18</td><td align="center" valign="middle" >14.4</td><td align="center" valign="middle" >21.6</td></tr><tr><td align="center" valign="middle" >Furosemide IV (1 mL)</td><td align="center" valign="middle" >5.5</td><td align="center" valign="middle" >4.4</td><td align="center" valign="middle" >6.6</td></tr><tr><td align="center" valign="middle" >Carvedilol 25 mg tablet (30 tabs)</td><td align="center" valign="middle" >36</td><td align="center" valign="middle" >28.8</td><td align="center" valign="middle" >43.2</td></tr><tr><td align="center" valign="middle"  rowspan="17"  >Lab tests</td><td align="center" valign="middle" >Hb A1c</td><td align="center" valign="middle" >80</td><td align="center" valign="middle" >64.0</td><td align="center" valign="middle" >96.0</td></tr><tr><td align="center" valign="middle" >Serum creatinine</td><td align="center" valign="middle" >25</td><td align="center" valign="middle" >20.0</td><td align="center" valign="middle" >30.0</td></tr><tr><td align="center" valign="middle" >GFR</td><td align="center" valign="middle" >50</td><td align="center" valign="middle" >40.0</td><td align="center" valign="middle" >60.0</td></tr><tr><td align="center" valign="middle" >Urea</td><td align="center" valign="middle" >25</td><td align="center" valign="middle" >20.0</td><td align="center" valign="middle" >30.0</td></tr><tr><td align="center" valign="middle" >Electrolytes</td><td align="center" valign="middle" >45</td><td align="center" valign="middle" >36.0</td><td align="center" valign="middle" >54.0</td></tr><tr><td align="center" valign="middle" >ACR</td><td align="center" valign="middle" >80</td><td align="center" valign="middle" >64.0</td><td align="center" valign="middle" >96.0</td></tr><tr><td align="center" valign="middle" >CBC</td><td align="center" valign="middle" >25</td><td align="center" valign="middle" >20.0</td><td align="center" valign="middle" >30.0</td></tr><tr><td align="center" valign="middle" >Urine protein test (24 hrs)</td><td align="center" valign="middle" >60</td><td align="center" valign="middle" >48.0</td><td align="center" valign="middle" >72.0</td></tr><tr><td align="center" valign="middle" >Lipid profile</td><td align="center" valign="middle" >200</td><td align="center" valign="middle" >160.0</td><td align="center" valign="middle" >240.0</td></tr><tr><td align="center" valign="middle" >LFT</td><td align="center" valign="middle" >200</td><td align="center" valign="middle" >160.0</td><td align="center" valign="middle" >240.0</td></tr><tr><td align="center" valign="middle" >Upper GI endoscopy</td><td align="center" valign="middle" >1500</td><td align="center" valign="middle" >1200.0</td><td align="center" valign="middle" >1800.0</td></tr><tr><td align="center" valign="middle" >Virology scan</td><td align="center" valign="middle" >200</td><td align="center" valign="middle" >160.0</td><td align="center" valign="middle" >240.0</td></tr><tr><td align="center" valign="middle" >ABO typing</td><td align="center" valign="middle" >30</td><td align="center" valign="middle" >24.0</td><td align="center" valign="middle" >36.0</td></tr><tr><td align="center" valign="middle" >HLA</td><td align="center" valign="middle" >1800</td><td align="center" valign="middle" >1440.0</td><td align="center" valign="middle" >2160.0</td></tr><tr><td align="center" valign="middle" >Tacrolimus trough level</td><td align="center" valign="middle" >80</td><td align="center" valign="middle" >64.0</td><td align="center" valign="middle" >96.0</td></tr><tr><td align="center" valign="middle" >Echocardiography</td><td align="center" valign="middle" >250</td><td align="center" valign="middle" >200.0</td><td align="center" valign="middle" >300.0</td></tr><tr><td align="center" valign="middle" >X-ray</td><td align="center" valign="middle" >150</td><td align="center" valign="middle" >120.0</td><td align="center" valign="middle" >180.0</td></tr><tr><td align="center" valign="middle"  rowspan="2"  >Dialysis</td><td align="center" valign="middle" >Cost of hemodialysis</td><td align="center" valign="middle" >2000</td><td align="center" valign="middle" >1600.0</td><td align="center" valign="middle" >2400.0</td></tr><tr><td align="center" valign="middle" >Heparin 25,000 is (cost/IU)</td><td align="center" valign="middle" >15</td><td align="center" valign="middle" >12.0</td><td align="center" valign="middle" >18.0</td></tr><tr><td align="center" valign="middle"  rowspan="5"  >Transplantation</td><td align="center" valign="middle" >Transplantation operation cost</td><td align="center" valign="middle" >150,000</td><td align="center" valign="middle" >120000.0</td><td align="center" valign="middle" >180000.0</td></tr><tr><td align="center" valign="middle" >Prednisone 5 mg (20 tabs)</td><td align="center" valign="middle" >15</td><td align="center" valign="middle" >12.0</td><td align="center" valign="middle" >18.0</td></tr><tr><td align="center" valign="middle" >Tacrolimus 1 mg (100 caps)</td><td align="center" valign="middle" >1100</td><td align="center" valign="middle" >880.0</td><td align="center" valign="middle" >1320.0</td></tr><tr><td align="center" valign="middle" >Cyclosporin 100 mg (50 caps)</td><td align="center" valign="middle" >574</td><td align="center" valign="middle" >459.2</td><td align="center" valign="middle" >688.8</td></tr><tr><td align="center" valign="middle" >Mycophenolic acid 360 mg (120 tabs)</td><td align="center" valign="middle" >2580</td><td align="center" valign="middle" >2064.0</td><td align="center" valign="middle" >3096.0</td></tr></tbody></table></table-wrap></sec><sec id="s3_6"><title>3.6. Sensitivity Analyses</title><p>To test the robustness of our results to variation in the estimates of the input model parameters, we performed various one-way deterministic sensitivity analyses, as recommended by Consolidated Health Economic Evaluation Reporting Standards (CHEERS): ISPOR Taskforce report [<xref ref-type="bibr" rid="scirp.129822-ref24">24</xref>] . All model inputs were varied through reasonable ranges/confidence intervals determined from different published sources. When standard error was not available, probability and utility were varied by &#177; 20%, and the cost was varied by &#177; 20%. The results are displayed as a tornado diagram. A probabilistic sensitivity analysis (PSA) employed the recommended distributions by Briggs et al. [<xref ref-type="bibr" rid="scirp.129822-ref25">25</xref>] . Beta distribution is appropriate for transitional probability and utility due to the range of 0 - 4. Gamma distribution is appropriate for cost data owing to the positive value. The model parameters were randomly sampled (10,000 trials) based on their distribution. The results are presented as a scatter plot on the cost-effectiveness plane.</p></sec></sec><sec id="s4"><title>4. Results</title><sec id="s4_1"><title>4.1. Base Case Result</title><p>During a lifetime horizon, the difference in cost between dapagliflozin and SOC was EGP 65,212 (USD 2126.89). The difference in QALY between dapagliflozin and SOC was 4.3.</p><p>In CKD patients, adding dapagliflozin to ramipril generates better QALYs and lower costs than ramipril alone. Dapagliflozin improved the outcomes and generated cost savings. <xref ref-type="table" rid="table4">Table 4</xref> shows the total results for both treatment arms in our study. Different time horizons (10 years and 20 years) were tested, and no change in the results occurred.</p><p>The progression in CKD from lower to higher CKD stages is more rapid in the SOC group than in the dapagliflozin group.</p><p>That was reflected in the segmented costs. As depicted in <xref ref-type="fig" rid="fig2">Figure 2</xref>, drug acquisition cost is higher in the dapagliflozin (46%) than in the SOC group (27%). However, dialysis costs, transplantation costs, and adverse events costs are higher in the SOC group than in the dapagliflozin group (p-value = 0.037).</p></sec><sec id="s4_2"><title>4.2. Uncertainty Analyses</title><p>A deterministic one-was sensitivity analysis (<xref ref-type="fig" rid="fig3">Figure 3</xref>) revealed that the model is robust to changes in all variables included.</p><table-wrap id="table4" ><label><xref ref-type="table" rid="table4">Table 4</xref></label><caption><title> Decision analysis model results</title></caption><table><tbody><thead><tr><th align="center" valign="middle" ></th><th align="center" valign="middle" >Difference in cost dapagliflozin-SOC</th><th align="center" valign="middle" >Difference in QALY dapagliflozin-SOC</th><th align="center" valign="middle" >ICER</th></tr></thead><tr><td align="center" valign="middle" >10 years</td><td align="center" valign="middle" >−34,199</td><td align="center" valign="middle" >4.1</td><td align="center" valign="middle" >−3535</td></tr><tr><td align="center" valign="middle" >20 years</td><td align="center" valign="middle" >−6337</td><td align="center" valign="middle" >1.8</td><td align="center" valign="middle" >−8413</td></tr><tr><td align="center" valign="middle" >30 years (life-time)</td><td align="center" valign="middle" >−65,212</td><td align="center" valign="middle" >4.3</td><td align="center" valign="middle" >−15,286</td></tr></tbody></table></table-wrap><p>PSA, using Monte Carlo simulation with 10,000 iterations, explored the effects of joint uncertainty on the model results using prespecified distributions as mentioned above. A cost-effectiveness plane was used to graphically demonstrate the variation in incremental costs and QALYs for dapagliflozin compared to SOC alone (<xref ref-type="fig" rid="fig4">Figure 4</xref>). As shown, most difference pairs are found in the northeast and southeast quadrants of the cost-effectiveness plane, which indicates that dapagliflozin use in CKD patients is more effective (positive incremental QALY scores) and that there is a large proportion in the southeast quadrant, suggesting that dapagliflozin is cost saving. In about 82.64% of trials, dapagliflozin is cost-saving.</p></sec></sec><sec id="s5"><title>5. Impact on Budget</title><p>For patients with CKD, adding dapagliflozin by 5% led to a change in the budget by −0.6%.</p><p>On the other hand, the undertaking of dapagliflozin by 100% of them leads to a change in the budget by −11.9%, as shown in <xref ref-type="fig" rid="fig5">Figure 5</xref>.</p></sec><sec id="s6"><title>6. Discussion</title><p>In order to address the unmet needs for CKD, new medication must be implemented. The present therapeutic alternatives, ACE and ARBs in particular, are thought to be of limited effect in delaying the progression of the illness into ESRD and have not been shown to prevent CV-related morbidity and death [<xref ref-type="bibr" rid="scirp.129822-ref15">15</xref>] .</p><p>The principal therapeutic approach for CKD patients with ACR and eGFR values between 200 and 5000 mg/g and 25 and 75 mL/min/1.73 m<sup>2</sup>, respectively, is dapagliflozin, which is utilized as a prophylactic against renal problems [<xref ref-type="bibr" rid="scirp.129822-ref26">26</xref>] .</p><p>According to the findings of our study, dapagliflozin as an add-on therapy raises upfront expenses but eventually balances them out by preventing the need for dialysis or transplantation, which comes with greater monthly expenditures when compared to the early stages of CKD in Egypt compared to other countries [<xref ref-type="bibr" rid="scirp.129822-ref27">27</xref>] .</p><p>In patients with CKD in the UK, a cost-effectiveness analysis comparing dapagliflozin as an add-on therapy to SOC over a lifetime horizon to placebo revealed that dapagliflozin was thought to be a cost-effective option in addition to improving life expectancy (LE), slowing the progression to ESRD, and lowering the likelihood of CKD adverse events (AEs), such as hHF and AKI [<xref ref-type="bibr" rid="scirp.129822-ref28">28</xref>] .</p><p>The difference in QALYs between dapagliflozin and SOC was 4.3. The reasons why the results of our study differ from those of other studies and different countries are the local clinical practice utilized in the management of each health condition and its transitory events (resource utilization), the unit costs, and the country-specific mortality rate.</p><p>Since CKD was tenth leading cause of death globally [<xref ref-type="bibr" rid="scirp.129822-ref7">7</xref>] , dapagliflozin’s effect on lowering CV/overall mortality was not restricted to patients with a history of CVD; it was also observed in patients without a history of CV issues [<xref ref-type="bibr" rid="scirp.129822-ref29">29</xref>] . This indirectly improved productivity. Dapagliflozin also demonstrated a positive benefit in individuals with a baseline characteristic stage 4 that was comparable to those at stage 2/3, demonstrating consistency in the preventive effect against renal and CV endpoints throughout the advanced stages of CKD [<xref ref-type="bibr" rid="scirp.129822-ref30">30</xref>] .</p><p>As was previously indicated, diabetes and GN were the main causes of CKD in Egypt. Since dapagliflozin regulates blood glucose levels, it can prevent the development of diabetic nephropathy (DN), a kind of chronic kidney disease [<xref ref-type="bibr" rid="scirp.129822-ref10">10</xref>] . According to the results of a systematic review, dapagliflozin has a nephroprotective impact against acute kidney injury (AKI) and renal mortality, in addition to lowering the incidence of ESRD among diabetes patients treated with dialysis or transplantation [<xref ref-type="bibr" rid="scirp.129822-ref31">31</xref>] . Moreover, dapagliflozin demonstrated a noteworthy decrease in the emergence of GN-related complications, including a 50% drop in eGFR, a lowered risk of ESRD development, and a lowered renal/CV mortality rate. Compared to 11% in the placebo group, 8% of individuals receiving dapagliflozin experienced those endpoints [<xref ref-type="bibr" rid="scirp.129822-ref32">32</xref>] .</p><p>Due to the high expense of continuous RRT sessions and the high dialysis mortality rate, dialysis is regarded as a major burden for the developing countries like Egypt [<xref ref-type="bibr" rid="scirp.129822-ref10">10</xref>] . Dapagliflozin may be able to lessen the burden of mortality in addition to all-cause mortality in patients receiving chronic dialysis [<xref ref-type="bibr" rid="scirp.129822-ref33">33</xref>] [<xref ref-type="bibr" rid="scirp.129822-ref34">34</xref>] .</p><p>Egyptian people with CKD have unmet needs since the lowest quality of life is experienced by those who receive an ESRD diagnosis between six and twelve months of illness. Implementing a preventive strategy like dapagliflozin, which can decrease the progression of CKD, is therefore crucial. This will assist in managing other comorbidities, reducing the initial course of the disease, and maximizing the use of hHF resources. Over the course of a patient’s lifetime, dapagliflozin has been shown to increase quality-adjusted life years (QALYs) in non-diabetic CKD patients. It also slows the progression of the disease and lowers the percentage of individuals who acquire ESRD from 17.4% to 11% [<xref ref-type="bibr" rid="scirp.129822-ref35">35</xref>] .</p><p>There are numerous noteworthy strengths to our study. Our study’s main advantage is that all of the cost parameters—which represent the payer perspective—came from Egyptian hospitals and were local. Additionally, for each cycle for both patient cohorts, our study computed the cost of transient episodes of hHF, AKI, and AEs. Additionally, we surveyed a variety of clinical specialists with varying characteristics to validate all of the model’s inputs and ensure that they accurately reflected Egyptian practice. However, it is necessary to note a few restrictions. Our study modelled the economic advantages of a cohort of patients with eGFRs and ACRs ranging from 25 - 74 mL/min/1.73 m<sup>2</sup> and 200 - 5000 mg/g, respectively, and comparable to the one employed in DAPA-CKD. As a result, calculating the economic advantages within a cohort with distinct baseline characteristics will not be feasible. Furthermore, our study’s mortality risk was taken from DAPA-CKD, which had a consistent mortality risk and a median follow-up of 2.4 years.</p></sec><sec id="s7"><title>7. Conclusion</title><p>Because of its nephroprotective impact, dapagliflozin, independent of the aetiology of CKD, is thought to be a cost-saving choice in addition to improving QALYs in CKD patients with or without type 2 diabetes. This is due to the fact that it slows the disease’s progression into end-stage renal disease (ESRD), which eventually results in a decrease in the financial burden of dialysis and transplantation on Egypt’s healthcare system. During the lifetime horizon, dapagliflozin is cost-saving; it benefits the quality of life and the total cost. The addition of dapagliflozin to SOC had a saving effect of 11.9% of the budget.</p></sec><sec id="s8"><title>Funding</title><p>AstraZeneca provided assistance with publication fees. No other funding was received for this paper.</p></sec><sec id="s9"><title>Conflicts of Interest</title><p>The authors declare no conflicts of interest regarding the publication of this paper.</p></sec><sec id="s10"><title>Cite this paper</title><p>Saadi, G., Elsharkawy, M., El-Naggar, G.F., Elkeraie, A.F. and Issak, E.R. (2023) Cost Utility Analysis of Dapagliflozin in Egyptian Patients with CKD from the Payer Perspective. Open Journal of Nephrology, 13, 435-450. https://doi.org/10.4236/ojneph.2023.134040</p></sec></body><back><ref-list><title>References</title><ref id="scirp.129822-ref1"><label>1</label><mixed-citation publication-type="other" xlink:type="simple">Levin, A., Hemmelgarn, B., Culleton, B., Tobe, S., McFarlane, P., Ruzicka, M., et al. 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