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      <journal-id journal-id-type="publisher-id">aside-im</journal-id>
      <journal-title-group>
        <journal-title>ASIDE Internal Medicine</journal-title>
      </journal-title-group>
      <issn pub-type="ppub">3065-9671</issn>
      <issn pub-type="epub">3065-968X</issn>
      <publisher>
        <publisher-name>American Society for Inclusion, Diversity, and Equity in Healthcare</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.71079/ASIDE.IM.091425163</article-id>
      <article-categories>
        <subj-group subj-group-type="heading">
          <subject>Original Article</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Trends in Mortality from Leukemia and Ischemic Heart Disease: A 22-Year Analysis in the U.S. (1999-2020)</article-title>
      </title-group>
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            <surname>Hemida</surname>
            <given-names>Mohamed Fawzi</given-names>
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          <email>moody.fawzi1270@gmail.com</email>
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            <given-names>Ayesha</given-names>
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          <contrib-id contrib-id-type="orcid">https://orcid.org/0009-0003-9702-8463</contrib-id>
          <name>
            <surname>Ibrahim</surname>
            <given-names>Alyaa Ahmed</given-names>
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          <name>
            <surname>Goel</surname>
            <given-names>Anika</given-names>
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            <surname>Patel</surname>
            <given-names>Krish</given-names>
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            <given-names>Zahin</given-names>
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            <surname>Hageen</surname>
            <given-names>Ahmed W.</given-names>
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            <given-names>Saif Ur</given-names>
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            <surname>Arafa</surname>
            <given-names>Amr</given-names>
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            <surname>Kholeif</surname>
            <given-names>Zeyad</given-names>
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          <contrib-id contrib-id-type="orcid">https://orcid.org/0009-0004-4984-3743</contrib-id>
          <name>
            <surname>Bahnasy</surname>
            <given-names>Ahmed</given-names>
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      <aff id="aff1">
        <institution>Faculty of Medicine, Alexandria University, Alexandria</institution>
        <country>Egypt</country>
      </aff>
      <aff id="aff2">
        <institution>Department of Internal Medicine, Nishtar Medical University and Hospital, Multan</institution>
        <country>Pakistan</country>
      </aff>
      <aff id="aff3">
        <institution>Department of Medicine, Kakatiya Medical College, Warangal, Telangana</institution>
        <country>India</country>
      </aff>
      <aff id="aff4">
        <institution>Department of Medicine, C. U. Shah Medical College, Surendranagar, Gujarat</institution>
        <country>India</country>
      </aff>
      <aff id="aff5">
        <institution>Department of Internal Medicine, Dhaka Medical College Hospital, Dhaka</institution>
        <country>Bangladesh</country>
      </aff>
      <aff id="aff6">
        <institution>Faculty of Medicine, Tanta University, Tanta</institution>
        <country>Egypt</country>
      </aff>
      <aff id="aff7">
        <institution>Department of Medicine, Jabir Ibn Hayyan University for Medical and Pharmaceutical Sciences, Kufa</institution>
        <country>Iraq</country>
      </aff>
      <aff id="aff8">
        <institution>Department of Medicine, Bacha Khan Medical College, Mardan</institution>
        <country>Pakistan</country>
      </aff>
      <aff id="aff9">
        <institution>Department of Cardiovascular Medicine, Mayo Clinic, Rochester, MN</institution>
        <country>USA</country>
      </aff>
      <aff id="aff10">
        <institution>Department of Internal Medicine, Baptist Hospital of South East Texas, Texas</institution>
        <country>USA</country>
      </aff>
      <author-notes>
        <corresp id="cor1">Corresponding author. E-mail: <email>moody.fawzi1270@gmail.com</email></corresp>
        <fn fn-type="coi-statement">
          <p>The authors declare no competing interests that could have influenced the objectivity or outcome of this research</p>
        </fn>
      </author-notes>
      <pub-date publication-format="electronic" date-type="pub" iso-8601-date="2025-09-14">
        <day>14</day>
        <month>09</month>
        <year>2025</year>
      </pub-date>
      <pub-date publication-format="electronic" date-type="collection" iso-8601-date="2026">
        <year>2026</year>
      </pub-date>
      <volume>2</volume>
      <issue>2</issue>
      <fpage>21</fpage>
      <lpage>30</lpage>
      <history>
        <date date-type="received" iso-8601-date="2025-07-08">
          <day>08</day>
          <month>07</month>
          <year>2025</year>
        </date>
        <date date-type="rev-recd" iso-8601-date="2025-08-10">
          <day>10</day>
          <month>08</month>
          <year>2025</year>
        </date>
        <date date-type="accepted" iso-8601-date="2025-08-31">
          <day>31</day>
          <month>08</month>
          <year>2025</year>
        </date>
      </history>
      <permissions>
        <copyright-year>2025</copyright-year>
        <copyright-holder>Mohamed Fawzi Hemida, Ayesha Khan, Alyaa Ahmed Ibrahim, Anika Goel, Krish Patel, Zahin Shahriar, Ahmed W. Hageen, Mustafa Alsaadi, Saif Ur Rahman, Amr Arafa, Zeyad Kholeif, Ahmed Bahnasy</copyright-holder>
        <license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0">
          <license-p>This is an open-access article.</license-p>
        </license>
      </permissions>
      <abstract>
        <p>Introduction: Leukemia and ischemic heart disease (IHD) are major U.S. mortality causes. This study analyzes national mortality trends from 1999 to 2020 to assess the impact of public health efforts in leukemia-associated IHD mortality rates.</p>
        <p>Methods: This retrospective study analyzed death certificate data from the CDC-WONDER database spanning 1999 to 2020, focusing on leukemia (ICD-10: C91–C95) and ischemic heart disease (ICD-10: I20–I25) as multiple causes of mortality in the U.S. population. Crude mortality rates (CMR) and age-adjusted mortality rates (AAMR) per 100,000 population were calculated. JoinPoint analysis was performed to estimate annual percent change (APC) and average annual percent change (AAPC).</p>
        <p>Results: From 1999 to 2020, there were 53,603 deaths from combined leukemia and ischemic heart disease among U.S. adults aged 25+, with the AAMR declining from 1.39 to 1.09 per 100,000 (AAPC= -1.30%; 95% CI: -1.90 to -0.68; P= 0.000034). A significant decrease occurred from 1999 to 2018 (AAMR: 1.39 to 0.95; APC= -2.1894%; 95% CI: -2.3995 to -1.9788, P &lt; 0.000001), followed by a period where the trend shifted upward which is statistically significant for the certain subgroups, except men and older adults. Men had higher AAMR than women (1.87 vs. 0.62). Regional AAMRs were highest in the Midwest (1.3). Non-Hispanic Whites had the highest AAMR (1.25). Adults 65+ had a CMR of 5.27 vs. 0.26 for ages 45–64.</p>
        <p>Conclusion: Significant health disparities exist, as mortality from combined leukemia and IHD is highest among men, older adults, rural populations, and non-Hispanic White individuals.</p>
      </abstract>
      <kwd-group>
        <kwd>Ischemic heart disease</kwd>
        <kwd>Leukemia</kwd>
        <kwd>Mortality</kwd>
        <kwd>Trends</kwd>
        <kwd>Disparities</kwd>
      </kwd-group>
      <funding-group>
        <funding-statement>The authors declare that no specific grant or funding was received for this research from any public, commercial, or not-for-profit funding agency.</funding-statement>
      </funding-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-9f4f0db0a181">
      <title>Introduction</title>
      <p id="blk-51bae6fe3a82">Over the past few years, there have been significant improvements in diagnostic approaches, medical care, and community health actions for many diseases [<sup><xref ref-type="bibr" rid="ref-e02c4662768c">1</xref></sup>,<sup><xref ref-type="bibr" rid="ref-4fa70b3ece77">2</xref></sup>]. Although these advancements, leukemia and ischemic heart diseases (IHD) are considered the leading causes of death among the adult population in the United States (U.S.). Leukemia is a group of bone marrow and blood cancers that comprises several variants [<sup><xref ref-type="bibr" rid="ref-758d171e2154">3</xref></sup>], including acute and chronic types [<sup><xref ref-type="bibr" rid="ref-72c0b5dfa028">4</xref></sup>]. It is considered as the primary contributor of cancer-associated fatalities worldwide [<sup><xref ref-type="bibr" rid="ref-3abc12113259">5</xref></sup>,<sup><xref ref-type="bibr" rid="ref-f35783d95ff8">6</xref></sup>], with an estimated 60,000 recently detected cases per year in the U.S. [<sup><xref ref-type="bibr" rid="ref-4014f9fe86c2">7</xref></sup>]. Furthermore, IHD is also referred to as coronary heart disease (CHD) which remains to be the primary cause of fatality, involving diseases like sudden cardiac arrest, heart failure, and heart attacks [<sup><xref ref-type="bibr" rid="ref-89b16d6c4b63">8</xref></sup>]. CHD accounted for 375,476 deaths in the U.S., representing about 42.1% of all mortality associated with cardiovascular disease [<sup><xref ref-type="bibr" rid="ref-ffc777a9b3c6">9</xref></sup>]. There are nearly 805,000 individuals in the U.S. who suffer from a heart attack every year [<sup><xref ref-type="bibr" rid="ref-5bb1e64d799b">10</xref></sup>]. IHD has historically improved due to continuous enhancements in cardiovascular treatment, including pharmaceutical therapies [<sup><xref ref-type="bibr" rid="ref-361f4d272523">11</xref></sup>], procedural interventions [<sup><xref ref-type="bibr" rid="ref-55e504cad2c2">12</xref></sup>], and initiatives aimed at addressing contributing factors. These initiatives addressed various conditions, including elevated cholesterol levels, diabetes, hypertension, tobacco consumption, and physical inactivity, that are strongly associated with IHD [<sup><xref ref-type="bibr" rid="ref-14052df1c14d">13</xref></sup>,<sup><xref ref-type="bibr" rid="ref-4524ee5bb020">14</xref></sup>,<sup><xref ref-type="bibr" rid="ref-cbe90d0fc001">15</xref></sup>]. Likewise, improvements in targeted therapies, chemotherapy, immunologic treatment, and bone marrow transplantation have markedly enhanced longevity throughout past decades, yet the burden of leukemia continues to be considerably elevated [<sup><xref ref-type="bibr" rid="ref-6ad32a257764">16</xref></sup>]. Leukemia and cardiovascular diseases are closely linked. For example, several leukemia treatments, such as anthracyclines [<sup><xref ref-type="bibr" rid="ref-86f7f3c50d4d">17</xref></sup>], tyrosine kinase inhibitors [<sup><xref ref-type="bibr" rid="ref-481a888e9f62">18</xref></sup>,<sup><xref ref-type="bibr" rid="ref-4931b7ac73b3">19</xref></sup>], and some targeted therapies [<sup><xref ref-type="bibr" rid="ref-0c4a8967e53a">20</xref></sup>], can cause cardiotoxicity, leading to heart dysfunction, arrhythmias, and ischemic events. Furthermore, the current heart conditions can limit leukemia treatment and worsen outcomes [<sup><xref ref-type="bibr" rid="ref-5b6738c3d6ce">21</xref></sup>]. These connections underscore the importance of integrated cardio-oncology care in monitoring and managing heart risks in leukemia patients.</p>
      <p id="blk-3e4bb20d59c0">These healthcare progresses resulted in consistent declines in age-standardized fatality rates for both diseases during the period between the late 1990s and the early 2010s. Nevertheless, recent findings suggest that this favorable trend may be declining or plateauing in certain populations, raising major concerns regarding the sustainability of medical enhancement [<sup><xref ref-type="bibr" rid="ref-83e7f49b3695">22</xref></sup>]. Furthermore, emerging evidence highlights an increase in cardiovascular mortality among adolescents and adults [<sup><xref ref-type="bibr" rid="ref-ffc777a9b3c6">9</xref></sup>] and higher rates of leukemia-associated deaths in specific demographic groups [<sup><xref ref-type="bibr" rid="ref-4014f9fe86c2">7</xref></sup>]. These transitions may be linked to multiple interrelated variables, including expanding socioeconomic variations, changing disease risk patterns, the lasting consequences of the COVID-19 pandemic, and inequitable access to healthcare services [<sup><xref ref-type="bibr" rid="ref-4cf3a48f12f5">23</xref></sup>], which interrupted preventive and standard medical care.</p>
      <p id="blk-5075dd2aa27a">Despite the importance of this evidence, most prior research has emphasized either leukemia or IHD separately, and there is a lack of comparative and comprehensive evaluations that explore fatality trends for both diseases concurrently among diverse demographics. Furthermore, the existing studies lack detailed stratification by sex, age, geographic region, race/ethnicity, and urban-rural residence [<sup><xref ref-type="bibr" rid="ref-8e61dbcdbb08">24</xref></sup>]. These factors are known to influence disease burden and its associated consequences. This results in a serious gap in interpreting whether the apparent decline in progress underscores a wider challenge in U.S. medical infrastructures. The combined analysis of IHD and leukemia is justified because they are both major causes of mortality in the U.S. Besides, they share common risk factors and healthcare influences, and have treatment-related overlaps. Studying these conditions concurrently offers a broader view of national health trends to guide policy and care.</p>
      <p id="blk-e0638e6f1fcb">To resolve this discrepancy, this study considered 22 years of nationwide fatality records from the Centers for Disease Control and Prevention Wide-ranging Online Data for Epidemiologic Research (CDC-WONDER) to assess mortality patterns for both IHD and leukemia among individuals aged <inline-formula><alternatives><tex-math id="tm-1">\documentclass[12pt]{minimal}
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\begin{document}$\ge$\end{document}</tex-math><mml:math display="inline" id="mml-1"><mml:mrow><mml:mo>≥</mml:mo></mml:mrow></mml:math></alternatives></inline-formula> 25 years old in the period between 1999 and 2020. Furthermore, we aim to identify whether there has been a decline in mortality rate improvement for IHD and leukemia, and to address which populations are most influenced. We hypothesize that after a period of steady decline, mortality rates for both IHD and leukemia have plateaued or increased in certain subgroups, reflecting emerging disparities in healthcare access, prevention, and treatment. Tracking mortality trends in IHD and leukemia helps clinicians target screening, prevention, and resources to populations at risk. For public health, these trends guide priority setting, integrated care planning, and policies to improve healthcare performance and equity.</p>
    </sec>
    <sec id="sec-8d7ba3402cec">
      <title>Materials and Methods</title>
      <sec id="sec-1f72ac068e48">
        <title>Study Setting and Population</title>
        <p id="blk-ea965fbc8010">This study is a retrospective epidemiological analysis using national death data from the US over 22 years, from January 1, 1999, to December 31, 2020. The records were gathered from the CDC WONDER platform [<sup><xref ref-type="bibr" rid="ref-b49f0ae0078b">25</xref></sup>], particularly the Multiple Cause of Death (MCOD) database compiled by the National Center for Health Statistics (NCHS). The MCOD database collects anonymized mortality data covering all deaths recorded in the US, delivering comprehensive geographic and population-based data along with contributing factors of mortality.</p>
        <p id="blk-7d7698125039">We targeted adults aged 25 years and older, as mortality trends, etiological determinants, and contributing factors differ markedly across adult and pediatric groups. However, our eligibility criteria were determined by death certificates that identified leukemia or IHD as the multiple cause of mortality. Individuals with both conditions listed as either the primary cause of death or a contributing factor were included in our analysis. This was categorized by utilizing ICD-10 codes C91–C95 for leukemia and I20–I25 for IHD. Exclusion criteria involved individuals younger than 25 years and documents with missing geographic and demographic data. We chose <inline-formula><alternatives><tex-math id="tm-2">\documentclass[12pt]{minimal}
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\begin{document}$\ge$\end{document}</tex-math><mml:math display="inline" id="mml-3"><mml:mrow><mml:mo>≥</mml:mo></mml:mrow></mml:math></alternatives></inline-formula> 25 years in IHD [<sup><xref ref-type="bibr" rid="ref-5deb05c9d4bd">26</xref></sup>] and leukemia [<sup><xref ref-type="bibr" rid="ref-e4e8122cccdc">27</xref></sup>].</p>
        <p id="blk-eb8ca3e464ba">We conducted this study to investigate the long-term mortality patterns across various U.S. groups and to assess differences by major sociodemographic characteristics. Consequently, we stratified the population depending on age groups (25–44, 45–64, 65+), sex (female, male), geographic region (Northeast, South, Midwest, and West) according to the U.S. Census Bureau [<sup><xref ref-type="bibr" rid="ref-b07005ce38ec">28</xref></sup>], and race/ethnicity (American Indian/Alaska Native, Hispanic, Asian/Pacific Islander, Non-Hispanic White, and Non-Hispanic Black). In addition, we integrated the 2013 NCHS Rural–Urban Classification Scheme [<sup><xref ref-type="bibr" rid="ref-1878fe30596e">29</xref></sup>], classifying regions across six categories spanning from peripheral rural settings to central urban areas.</p>
      </sec>
      <sec id="sec-cd2e9056d4be">
        <title>Data Extraction</title>
        <p id="blk-b9e1bdac1933">We rigorously extracted the included data from the CDC WONDER platform [<sup><xref ref-type="bibr" rid="ref-b49f0ae0078b">25</xref></sup>] by searching the MCOD database. Moreover, death records were refined through ICD-10 codes for leukemia (C91–C95) and IHD (I20–I25). We extracted annual death rates and population denominators across each year between 1999 and 2020. Besides, both age-adjusted mortality rates (AAMRs) and crude mortality rates were determined per 100,000 individuals. However, age standardization was carried out using the direct approach, adjusted to the 2000 U.S. standard population to ensure comparability over years and demographic subgroups. These comprised sex, race/ethnicity, age based on predefined classification, spatial region, and rural–urban residence. Furthermore, the use of CDC WONDER provided standardized definitions, authenticated data collection, and nationwide representation, which strengthened the applicability and credibility of our results. Data management was executed using R (version 4.3.0) for data preparation and visualization, and Microsoft Excel for preliminary organization. Data integrity verification was conducted to prevent missing data, repetition, or data mislabeling. Additionally, no personal identifiers were applied to guarantee adherence to the ethical guidelines, along with exempting this research from institutional review board (IRB) approval according to STROBE guidelines [<sup><xref ref-type="bibr" rid="ref-eded8bdb2bda">30</xref></sup>] and CDC regulations on publicly accessible and de-identified datasets. Therefore, this study constituted no risk to participants and did not necessitate informed consent. According to Title 45 Code of Federal Regulations Part 46, it met the standards for exclusion from IRB assessment. All data representation and analysis were developed using GraphPad Prism (version 9) and R to ensure top-tier data visualization and analysis.</p>
      </sec>
      <sec id="sec-528086ca463a">
        <title>Statistical Analysis</title>
        <p id="blk-b3423fd48773">We utilized Joinpoint Regression Analysis, a well-suited approach to assess chronological changes in disease occurrences. Likewise, the Joinpoint Regression software (version 4.9.0.1), developed by the U.S. National Cancer Institute (NCI), was used to identify statistically significant variations ("joinpoints") in mortality patterns. The application of Joinpoint modeling enabled us to locate years in which the extent or direction of death rate variation has shifted. The statistical framework adapts multiple associated linear intervals to the natural logarithm of the AAMRs. It calculates APCs in each segment and a cumulative AAPC for the study duration.</p>
        <p id="blk-7048656dec4b">The software employs a Monte Carlo permutation technique to determine the optimal count and location of joinpoints. This is accompanied by the highest number set to three in line with NCI guidelines for long-term information. APCs and AAPCs were documented with 95% confidence intervals. Besides, a two-tailed p-value &lt; 0.05 was reported as statistically significant. Moreover, comparative trend analyses between leukemia and IHD were conducted to investigate whether progress in lowering fatality has been equitable throughout our demographics. In addition, sensitivity analyses were conducted by omitting years affected by outlier events, such as the onset of the COVID-19 pandemic or economic crises, to ensure the reliability of mortality trend predictions over time.</p>
      </sec>
    </sec>
    <sec id="sec-e23cbac53151">
      <title>Results</title>
      <sec id="sec-32c7fb0d5e5f">
        <title>Overall Trends</title>
        <p id="blk-3263eef85d94">From 1999 to 2020, mortality trends for combined leukemia and ischemic heart disease in the overall adult population aged 25 and above showed notable changes over time, with 53603 deaths. The AAMR decreased from 1.39 (95% CI: 1.33 to 1.44) in 1999 to 1.09 (95% CI: 1.05 to 1.12) in 2020 (AAPC -1.2953%; 95% CI: -1.9019 to -0.6848, P = 0.000034), indicating an overall decline in mortality rates despite the recent increase. Joinpoint regression analysis identified a single joinpoint in 2018, splitting the trend into two segments. Between 1999 and 2018, AAMR declined significantly from 1.39 to 0.95, respectively (APC -2.1894%; 95% CI: -2.3995 to -1.9788, P &lt; 0.000001). However, from 2018 to 2020, a significant upward trend was observed, with AAMR increasing from 0.95 in 2018 to 1.09 in 2020 (APC = 7.6171%; 95% CI: 0.6808 to 15.0314, P = 0.0327). <bold>(Table S1, Table S2, Table S3, <xref ref-type="fig" rid="fig-1"/>)</bold></p>
      </sec>
      <sec id="sec-a416117ecc1e">
        <title>Gender</title>
        <p id="blk-fe6c6e70b7ce">Mortality trends stratified by gender revealed significant disparities, with men experiencing a higher overall number of deaths compared to women (35836 vs. 17767). Men also exhibited a higher overall AAMR over the study period (1.87; 95% CI, 1.85 to 1.89) compared to women (0.62; 95% CI, 0.61 to 0.63). Additionally, AAPC showed an increase in mortality rates among men (AAPC = -1.1096%; 95% CI: -1.8943 to -0.3186, P = 0.0060) compared to women (AAPC =-2.3545%; 95% CI: -3.1496 to -1.5529, P &lt; 0.000001).</p>
        <p id="blk-29b7fd965220">Further analysis identified that AAMR for women declined from 0.84 in 1999 to 0.53 in 2020, with 2 joinpoints identified in 2009 and 2017.The AAMR for the first segment (1999 – 2009) declined from 0.84 to 0.64 (APC = -2.8766%; 95% CI: -3.4846 to -2.2648, P &lt; 0.000001). This trend showed a more pronounced decline, from 0.64 in 2009 to 0.46 in 2017 (APC = -4.4981%; 95% CI: -5.6668 to -3.3149, P &lt; 0.000001). However, from 2017 to 2020, a significant reversal occurred in AAMR, with a change from 0.46 in 2017 to 0.53 in 2020 (APC: 5.4678%; 95% CI: 0.4197 to 10.7697, P = 0.0354).</p>
        <p id="blk-90a8bf95f784">In men, the AAMR declined from 2.22 in 1999 to 1.85 in 2020 with one joinpoint detected in 2018. In the first segment (1999-2018), the AAMR declined from 2.22 in 1999 to 1.62 in 2018 (APC = -1.8809%; 95% CI: -2.1568 to -1.6041, P &lt; 0.000001). In the second segment (2018-2020), the mortality trend showed a numerical increase (APC = +6.5%; 95% CI: -2.2% to 16.1%); however, this change was not statistically significant (P = 0.14). <bold>(Table S2, Table S3)</bold> <xref ref-type="fig" rid="fig-1"/></p>
      </sec>
      <sec id="sec-b7a6d9e66e44">
        <title>Race/ethnicity Trends</title>
        <p id="blk-260574b5e1e1">Between 1999 and 2020, Non-Hispanic (NH) White adults experienced the highest overall AAMR (1.25; 95% CI: 1.24 to 1.26) (47998 deaths), followed by NH Black or African American adults (0.71; 95% CI: 0.68 to 0.73) (2895 deaths) while the least mortality was in the Hispanics (0.54; 95% CI: 0.51 to 0.56) (1749 deaths). Among NH Black adults, the AAMR declined from 0.88 in 1999 to 0.64 in 2020 (AAPC = -2.5488%; 95% CI: -3.1178 to -1.9765, P &lt; 0.000001), supporting the consistency of the declining trend with no join points detected.</p>
        <p id="blk-65c7b2934263">The mortality trend for the NH White population exhibited a more complex pattern. The AAMR declined from 1.49 in 1999 to 1.25 in 2020; AAPC = -1.0167% (95% CI: -1.6526 to -0.3767, P = 0.001885), indicating an overall reduction in mortality with one joinpoint detected in 2018. In the first segment (1999-2018), AAMR declined from 1.49 to 1.08, respectively (APC = -1.9035% (95% CI: -2.0988 to -1.7068, P &lt; 0.000001). However, a notable reversal occurred from 2018 to 2020, with a significant increase in mortality rates, as the AAMR rose from 1.08 in 2018 to 1.25 in 2020 (APC = 7.8179%, 95% CI: 0.4969 to 15.6733, P = 0.037844).</p>
        <p id="blk-94cd123adadd">For the Hispanic adults, the mortality trend for leukemia and ischemic heart disease showed a significant decline in AAMR from 0.74 in 1999 to 0.57 in 2020 with no join points detected (AAPC -2.3413%; 95% CI: -3.4604 to -1.2105, P = 0.000356), indicating a statistically significant reduction in mortality rates. <bold>(Table S2, Table S4)</bold> <xref ref-type="fig" rid="fig-2"/></p>
      </sec>
      <sec id="sec-468321ccc696">
        <title>Regional Trends</title>
        <p id="blk-cb81b32fb383">From 1999 to 2020, the majority of deaths among adults aged 25 and older with leukemias and ischemic heart disease occurred in the Midwest with the highest overall AAMR (1.3; 95% CI: 1.28 to 1.32) (14022 deaths), followed by the Northeast (1.15; 95% CI: 1.13 to 1.17) (11028 deaths), the West (1.07; 95% CI: 1.05 to 1.07) (10819 deaths), then the South (1.03; 95% CI: 1.02 to 1.05) (17734 deaths).</p>
        <p id="blk-fd25049b3b8d">From 1999 to 2020, the Northeast experienced a consistent and statistically significant decline in AAMR, from 1.57 in 1999 to 1.02 in 2020, with no joinpoints detected (AAPC -2.571%; 95% CI: -2.9407 to -2.1999), indicating a sustained and significant decrease in mortality over the 22 years.</p>
        <p id="blk-9b5aa0cd7517">In the Midwest, the AAMR decreased from 1.6 in 1999 to 1.23 in 2020 (AAPC = -0.5182%; 95% CI: -2.5415 to -0.4842, P = 0.0041), indicating a mild but statistically significant overall decline, with one joinpoint detected in 2017. From 1999 to 2017, mortality rates significantly declined with an AAMR change from 1.6 in 1999 to 1.05 in 2017 (APC = -2.3545%; 95% CI: -2.8301 to -1.8765, P &lt; 0.0001). However, between 2017 and 2020, there was a non-significant increase in AAMR from 1.05 in 2017 to 1.23 in 2020 (APC = 3.652%; 95% CI: -3.6495 to 11.5068, P = 0.3147)</p>
        <p id="blk-6c52bb5eb59f">In the south, the AAMR decreased from 1.2 in 1999 to 1.09 in 2020 (AAPC = -0.6697%; 95% CI: -1.4204 to 0.0701), which was not statistically significant (P = 0.0759) with one joinpoint detected in 2018. From 1999 to 2018, AAMR decreased significantly from 1.2 to 0.89, respectively (APC = -1.8211%; 95% CI: -2.2822 to -1.5594, P &lt; 0.0001). From 2018 to 2020, the trend reversed, showing a significant increase in the AAMR from 0.89 to 1.09, respectively (APC = 10.9869%; 95% CI: 2.4799 to 20.2, P = 0.0134).</p>
        <p id="blk-c3ab342e061b">The West region showed a steady and significant decline in the AAMR from 1.28 in 1999 to 1 in 2020 (AAPC = -1.7657%; 95% CI: -2.0995 to -1.4309, P &lt; 0.0001) with no joinpoints detected. Analysis of state-level data from 1999–2020 revealed significant geographic variation in age-adjusted mortality rates related to leukemia and ischemic heart disease <bold>(Table S6)</bold>. The highest mortality rates were observed in Vermont (1.83 per 100,000; 95% CI, 1.58–2.09), West Virginia (1.79; 95% CI, 1.64–1.93), and North Dakota (1.78; 95% CI, 1.54–2.02). Conversely, the states with the lowest mortality rates were Nevada (0.56 per 100,000; 95% CI, 0.48–0.63), Hawaii (0.66; 95% CI, 0.55–0.77), and Georgia (0.67; 95% CI, 0.63–0.72) <bold>(Table S2, Table S5, Table S6)</bold> <xref ref-type="fig" rid="fig-3"/>.</p>
      </sec>
      <sec id="sec-1b20bbe6de81">
        <title>Age-Specific Trends</title>
        <p id="blk-f6145d0b781e">Age-stratified analysis revealed that the (+65) age group had a higher overall mortality rate with CMR (5.27; 95% CI: 5.22 to 5.32) and 48,933 deaths compared to the (45-64) age group with CMR (0.26; 95% CI: 0.25 to 0.27) and 4,415 deaths.</p>
        <p id="blk-af23c72dd974">From 1999 to 2020, adults aged 45-64 years demonstrated a consistent and statistically significant decline in mortality rates for leukemia and ischemic heart disease with an CMR changed from 0.3 in 1999 to 0.29 in 2020 (AAPC = -1.3921%; 95% CI: -1.9549 to -0.8221, P = 0.000058), indicating a sustained reduction in mortality over the study period. For adults aged 65 and older, the mortality trend was more complex. The CMR showed a significant decline from 6.53 in 1999 to 4.81 in 2020 with one joinpoint detected in 2018 (AAPC = -1.3581%; 95% CI: -2.0427 to -0.6688, P = 0.000119), indicating a net reduction in mortality. From 1999 to 2018, there was a significant decline in AAMR from 6.53 in 1999 to 4.28 in 2018 (APC =-2.2183%; 95% CI: -2.4471 to -1.9489, P &lt; 0.000001). However, from 2018 to 2020, the trend shifted direction, with a non-significant increase in mortality rates (APC = +7.2%; 95% CI: -0.6% to 13.6%; P = 0.07). While this recent upward trend did not reach statistical significance, it contrasts sharply with the preceding period of significant decline. <xref ref-type="fig" rid="fig-4"/></p>
      </sec>
      <sec id="sec-73ea96915270">
        <title>Urban-Rural Trends</title>
        <p id="blk-be773e4ed8ca">The higher trends of mortality between 1999 and 2020 occurred in nonmetropolitan (rural) areas with higher overall AAMR (1.34; 95% CI: 1.32 to 1.37) (11,460 deaths) compared to metropolitan (urban) areas with overall AAMR (1.08; 95% CI: 1.07 to 1.09) (42,143 deaths).</p>
        <p id="blk-4ce839f0740c">For urban areas, AAMR decreased from 1.38 in 1999 to 1.02 in 2020 (AAPC = -1.4414%; 95% CI: -1.9505 to -0.9499, P &lt; 0.000001), indicating a net decline in mortality with one joinpoint in 2018. From 1999 to 2018, AAMR showed a significant decline to 0.9 in 2018 (APC = -2.3259%; 95% CI: -2.4981 to -2.1607, P &lt; 0.000001). However, a significant reversal occurred from 2018 to 2020, with mortality rates increasing at an AAMR from 0.9 in 2018 to 1.08 in 2020 (APC = 7.4087%; 95% CI: 1.7848 to 13.3435, P = 0.012207).</p>
        <p id="blk-f7d3457a2fe4">In non-metropolitan (rural) areas, mortality rates also exhibited a slight decrease in AAMR from 1.5 in 1999 to 1.46 in 2020, with one joinpoint detected in 2018. (AAPC = -0.6582% ; 95% CI: -1.9919 to 0.0597, P = 0.338281), suggesting no significant overall change in mortality rates. From 1999 to 2018, the AAMR declined from 1.5 in 1999 to 1.15 in 2018 (APC: -1.7541%; 95% CI: -2.2050 to -1.3011, P &lt; 0.000001). From 2018 to 2020, there was an upward trend, with AAMR increasing to 1.46 in 2020 (APC: 10.3821%; 95% CI: -4.6495 to 27.7833, P = 0.17265); however, this change was not statistically significant. <bold>(Table S2, Table S7)</bold> <xref ref-type="fig" rid="fig-5"/></p>
      </sec>
      <sec id="sec-c8083e9822e2">
        <title>Place of Death Trends</title>
        <p id="blk-4c6ebf7e6f97">The data reveal significant variation in mortality locations among the study population. The highest proportion of deaths occurred in inpatient medical facilities (22,014 deaths), representing the most common place of death. This was followed by deaths at the decedent’s home (14,919 deaths) and nursing home/long-term care facilities (9,130 deaths). In contrast, the lowest mortality counts were observed in medical facilities with unknown status (38 deaths) and among those dead-on arrival (222 deaths). Notably, hospice facilities accounted for 2,280 deaths, while outpatient or emergency room settings recorded 3,031 deaths. <bold>(Table S8)</bold></p>
      </sec>
    </sec>
    <sec id="sec-983393921bc7">
      <title>Discussion</title>
      <p id="blk-96f9b69c71af">This 22-year analysis provides an extensive examination of mortality trends in U.S adults with leukemia and ischemic heart disease (IHD), disease states that frequently co-occur owing to overlapping risk factors, older age, and treatment adverse effects. We observed a general decline in mortality from 1999 to 2018, with a marked reversal in the recent years (2018–2020), indicating the emergence of new concerns in survivorship and management of comorbidities.</p>
      <p id="blk-0455ea664b80">Our findings build upon and refine the existing literature on cardiovascular mortality in patients with hematological malignancies. A recent, notable study by Doolub et al. examined temporal trends using a similar dataset and timeframe, reporting that overall cardiovascular mortality among patients with leukemia decreased by 31.8% between 1999 and 2020 [<sup><xref ref-type="bibr" rid="ref-2f15a327d128">31</xref></sup>]. However, our study differs in several critical aspects, revealing a more urgent and nuanced picture. First, while Doolub et al. took a broad approach by analyzing all cardiovascular causes of death across multiple hematological cancers [<sup><xref ref-type="bibr" rid="ref-2f15a327d128">31</xref></sup>], our study provides a more granular analysis by focusing specifically on the co-occurrence of leukemia and IHD. This focused scope, combined with a more powerful statistical method —“Joinpoint regression analysis” — allowed us to uncover a critical inflection point that was missed by the broader analysis. While Doolub et al.’s findings suggest a consistent decline, our analysis reveals that the long-term decrease in mortality for leukemia and IHD (AAPC = -1.30%) masks a significant and concerning reversal. Specifically, we identified a sharp increase in mortality of +7.62% per year from 2018 to 2020. This recent uptick suggests that the progress in managing this high-risk comorbidity may be stalling or reversing, a critical insight for contemporary cardio-oncology that is not apparent from studies that average trends over two decades.</p>
      <p id="blk-9e13660bb7bc">The 1.39 to 0.95 per 100,000 decrease in age-adjusted mortality rate (AAMR) between 1999 and 2018 (APC = -2.18%) is in line with the national improvements in cancer outcomes and cardiovascular care, as advances in leukemia interventions, notably those for chronic lymphocytic leukemia (CLL) and acute promyelocytic leukemia (APL) have contributed to improved survival [<sup><xref ref-type="bibr" rid="ref-ac880f5aa20a">32</xref></sup>]. Further, improved primary and secondary prevention of IHD, including greater use of statins, hypertension control, and added revascularization techniques, has likely decreased cardiovascular mortality [<sup><xref ref-type="bibr" rid="ref-870d0b5a12dd">33</xref></sup>]. Nonetheless, the rise in AAMR from 0.95 in 2018 to 1.09 in 2020 (APC = +7.6%) is concerning.</p>
      <p id="blk-d506bc78a085">Men had a significantly larger age-adjusted linked mortality rate (AAMR) than women (1.87 vs. 0.62), reflecting previous literature involving leukemia rates and prevalence of cardiovascular disease [<sup><xref ref-type="bibr" rid="ref-bf787759508c">34</xref></sup>,<sup><xref ref-type="bibr" rid="ref-0771b55e08f9">35</xref></sup>]. The slower annual percent change (AAPC) for men (-1.11%), in contrast to women (-2.35%), also suggests that female patients may have gained more from improvements in medical services during the study period. Significantly, the mortality change after the 2017 reversal was substantial for women (APC = +5.47%), but there was no change in men, indicating that women with comorbidities may be lagging in recent preventive or compensatory strategies [<sup><xref ref-type="bibr" rid="ref-54a0a7c179f2">36</xref></sup>,<sup><xref ref-type="bibr" rid="ref-201e2f6cab3a">37</xref></sup>].</p>
      <p id="blk-a4e83103e273">Racial differences in mortality were evident throughout the study period. White non-Hispanic men and women were the largest group of deaths (47,998) and had the highest age-adjusted mortality risk (AAMR) score (1.25). While the long-term annual age adjusted percentage change (AAPC) of -1.01% shows that the number in this group had improved over time, the reversal in the post 2018 period (APC = +7.8%) highlights the fact that a rapidly aging population may have raised the overall number of women and men that die of IHD, which may exist at a higher prevalence in Whites [<sup><xref ref-type="bibr" rid="ref-983726b20e36">38</xref></sup>,<sup><xref ref-type="bibr" rid="ref-3aea5b21d31f">39</xref></sup>]. Non-Hispanic Black adults showed a more consistent decline (AAPC = -2.55%), without joinpoints, which may reflect more uniform public health outreach in this subgroup or less data volatility due to smaller sample sizes. Hispanic adults demonstrated the steepest decline in AAMR (AAPC = -2.34%) over the time period for the group, as its AAPC demonstrates a trend that reflects what is widely termed and sometimes referred to as the "Hispanic Paradox," suggesting that this group has ’better health’ than their socioeconomic status would suggest [<sup><xref ref-type="bibr" rid="ref-219402283ff5">40</xref></sup>,<sup><xref ref-type="bibr" rid="ref-f5bb13fb651b">41</xref></sup>].</p>
      <p id="blk-575384109581">The area with the highest mortality burden was in the Midwest (AAMR = 1.3), while the South showed the largest increase in mortality after 2018 (APC = +10.99%). The differences between regions may be attributed to healthcare system differences including infrastructure, access to care, and disease burden, for example, states such as North Dakota and West Virginia, which had the largest state-level AAMRs, are rural Midwest states that had less specialist availability and have higher populations of smoking and obesity, which are two key contributors to both leukemia and IHD mortality [<sup><xref ref-type="bibr" rid="ref-8f43614ba25c">42</xref></sup>,<sup><xref ref-type="bibr" rid="ref-3e658edd2794">43</xref></sup>]. By contrast, the West region showed a steady decrease over time, with no joinpoints (AAPC = -1.76%), indicating that this region has better access to tertiary care centers and has been willing to engage in aggressive, guideline-based treatments and standards of care.</p>
      <p id="blk-a4b295adcc57">As expected, the population aged 65 years and older represented most deaths (48,933) and had a crude mortality rate (CMR) of 5.27 versus 0.26 in the 45–64 age group. Older adults often carry multimorbidity, have a depressed physiological reserve, and have more exposure to cardiac toxicants (e.g., anthracyclines or tyrosine kinase inhibitors) [<sup><xref ref-type="bibr" rid="ref-53c35fd07334">44</xref></sup>]. The rising mortality trend after 2018 (APC = +7.2%) was not statistically significant, but biologically plausible as treatment-related cardiovascular disease is often temporal to the end of life in cancer survivorship and therefore emphasizes an urgent need for cardioncology interventions and routine surveillance for older leukemia patients [<sup><xref ref-type="bibr" rid="ref-498511fe6e05">45</xref></sup>,<sup><xref ref-type="bibr" rid="ref-d5eb03cd798d">46</xref></sup>]. In contrast to standard oncologic care, these cardioncology interventions should include longitudinal cardiac monitoring (e.g., echocardiography, biomarkers), early referral to cardio-oncology services for high-risk individuals, and baseline cardiovascular risk assessment before starting chemotherapy [<sup><xref ref-type="bibr" rid="ref-e27d395916ac">47</xref></sup>]. Long-term cardiac complications may be reduced by implementing structured survivorship programs that emphasize lifestyle modification, cardiotoxicity prevention, and the management of modifiable cardiovascular risk factors (such as diabetes, dyslipidemia, and hypertension). These tactics are particularly important for older adults, who are more susceptible to therapy-induced cardiotoxicity due to their decreased physiological reserve and preexisting comorbidities [<sup><xref ref-type="bibr" rid="ref-60874af355cf">48</xref></sup>].</p>
      <p id="blk-134d11017033">The difference in rates between metropolitan (AAMR = 1.08) and non-metropolitan populations (AAMR = 1.34) aligns with existing health disparities. Patients in rural settings are likely to experience longer delays in diagnosis and treatment, as well as limited access to cardiologists and oncologists, and face financial or transportation barriers [<sup><xref ref-type="bibr" rid="ref-592a6e9bb215">49</xref></sup>]. Both regions experienced increases in mortality rates after 2018, but the increase in mortality was larger in rural areas (e.g., APC = +7.4%), indicating a need to expand telemedicine and decentralized care [<sup><xref ref-type="bibr" rid="ref-28d3a56dab2b">50</xref></sup>].</p>
      <p id="blk-c2e15b91ec1a">It was noticed that 40% of deaths occurred outside inpatient settings—in people’s homes (14,919) or in long-term care facilities (9,130)—suggesting a significant burden of unmonitored or poorly managed end-of-life complication [<sup><xref ref-type="bibr" rid="ref-6e00cb4353d3">51</xref></sup>]. This matches trends in palliative care across the country, where patients with end-stage hematologic malignancies often deteriorate quickly without going to the hospital [<sup><xref ref-type="bibr" rid="ref-467e1479f548">52</xref></sup>,<sup><xref ref-type="bibr" rid="ref-36bf3b5bf085">53</xref></sup>]. The level of deaths outside of hospice facilities (2,280 deaths) might reflect limited use of palliative services, which is a known deficit in hematologic oncology [<sup><xref ref-type="bibr" rid="ref-8f1b5935f111">54</xref></sup>,<sup><xref ref-type="bibr" rid="ref-cb9eac66e22a">55</xref></sup>].</p>
    </sec>
    <sec id="sec-f869f26ea36a">
      <title>Strengths and Limitations</title>
      <p id="blk-2db9fce08851">Previously identified, the strengths of this study stem from factors such as its population-level representativeness, 22-year duration, and stratification by important demographic and geographic factors. In addition, Joinpoint regression analyzes and statistically tests inflection points in mortality trajectories with great precision.</p>
      <p id="blk-1fd764cefefe">A significant limitation of our study is that our analysis combined all deaths where both leukemia and ischemic heart disease were listed on the death certificate, as we used Multiple Cause of Death (MCOD), without stratifying by the Underlying Cause of Death (UCOD). Therefore, our results represent the overall mortality trend for the co-occurrence of these conditions, but do not distinguish between patients dying from leukemia with IHD as a contributing factor and those dying from IHD with leukemia as a contributing factor. These two scenarios have different clinical and etiological implications, and their mortality trends may differ. Future studies using multiple-cause-of-death data should analyze these pathways separately to provide a more granular understanding of this comorbidity. Additionally, the study has limitations due to its ecological design, as the consistency of mortality reporting may be impacted by regional or temporal differences in ICD coding practices, and the use of death certificates may be susceptible to misclassification bias, especially in complex cases. Notably, no sensitivity analyses were conducted to account for potential modifications to coding standards during the 22-year study period.</p>
      <p id="blk-7d0858023d2b">Furthermore, important clinical factors crucial for assessing results, such as chemotherapy regimens, treatment adherence, baseline cardiac function, and cardiotoxicity monitoring, are not included in the database at the individual level. Information on particular leukemia subtypes, which may vary in prognosis and treatment-related mortality, is also missing. Furthermore, the evaluation of care disparities is limited by the lack of information on socioeconomic factors, such as income, insurance coverage, and access to healthcare. We were unable to directly assess treatment effects or link observed mortality trends to particular interventions due to the ecological nature of the data. These restrictions make it challenging to draw conclusions about causality and underscore the need for more comprehensive, patient-level research.</p>
    </sec>
    <sec id="sec-2276d50ef147">
      <title>Conclusions</title>
      <p id="blk-3e19a96f7820">After twenty years of decreasing mortality from comorbid conditions of leukemia and ischemic heart disease, reversals in mortality among key subgroups, particularly those older than 65, women, non-Hispanic Whites, and those in the South and rural areas, have created an urgent need for renewed public health attention. Prioritizing the provision of cardio-oncology services, the equitable delivery of care, and planning for survivorship will be essential to ensure that previous gains are maintained and noted disparities are addressed for this medically disadvantaged population.</p>
    </sec>
  </body>
  <back>
    <ack>
      <title>Acknowledgments</title>
      <p>None</p>
    </ack>
    <sec sec-type="ethics-statement">
      <title>Institutional Review Board (IRB)</title>
      <p>No ethical approval was required for the study.</p>
    </sec>
    <sec sec-type="ai-statement">
      <title>Large Language Model</title>
      <p>None</p>
    </sec>
    <sec sec-type="author-contributions">
      <title>Authors Contribution</title>
      <p>MFH and AK contributed to writing the original draft, review and editing, and project administration. AAI contributed to writing the original draft and review and editing. AG contributed to writing the original draft. KP contributed to writing the original draft and data extraction. ZS contributed to writing the original draft and visualization. AWH contributed to writing the original draft and methodology. MA contributed to Joinpoint analysis. SUR contributed to tables and visualization. AA contributed to writing the original draft. ZK and AB contributed to writing, review and editing, validation, and supervision.</p>
    </sec>
    <sec sec-type="data-availability">
      <title>Data Availability</title>
      <p>Data Availability Statement: The data supporting the findings of this study are openly available in CDC-WONDER at https://wonder.cdc.gov/. The data supporting the findings of this study were obtained from the CDC WONDER online database (Centers for Disease Control and Prevention Wide‐ranging Online Data for Epidemiologic Research). The datasets used and analyzed during the current study are publicly available and can be accessed at [CDC WONDER] https://wonder.cdc.gov/. Further inquiries can be directed to the corresponding author.</p>
    </sec>
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  <floats-group>
    <fig id="fig-1" specific-use="aside-float: width=full-width; anchor=blk-3263eef85d94" position="float">
      <label>Figure 1</label>
      <caption>
        <p>Overall and sex-stratified age-adjusted mortality rates (AAMRs) per 100,000 individuals in the United States, 1999 to 2020.</p>
      </caption>
      <graphic xlink:href="picture2.png"/>
    </fig>
    <fig id="fig-2" specific-use="aside-float: width=full-width; anchor=blk-94cd123adadd" position="float">
      <label>Figure 2</label>
      <caption>
        <p>Age-adjusted mortality rates (AAMRs) per 100,000 individuals stratified by race/ethnicity in the United States, 1999 to 2020</p>
      </caption>
      <graphic xlink:href="picture3.png"/>
    </fig>
    <fig id="fig-3" specific-use="aside-float: width=full-width; anchor=blk-c3ab342e061b" position="float">
      <label>Figure 3</label>
      <caption>
        <p>Age-adjusted mortality rates (AAMRs) per 100,000 individuals stratified by Census Region in the United States, 1999 to 2020.</p>
      </caption>
      <graphic xlink:href="picture4.png"/>
    </fig>
    <fig id="fig-4" specific-use="aside-float: width=full-width; anchor=blk-af23c72dd974" position="float">
      <label>Figure 4</label>
      <caption>
        <p>Age-adjusted mortality rates (AAMRs) per 100,000 individuals stratified by Age groups in the United States, 1999 to 2020 .</p>
      </caption>
      <graphic xlink:href="picture5.png"/>
    </fig>
    <fig id="fig-5" specific-use="aside-float: width=full-width; anchor=blk-f7d3457a2fe4" position="float">
      <label>Figure 5</label>
      <caption>
        <p>Age-adjusted mortality rates (AAMRs) per 100,000 individuals stratified by Urbanization in the United States, 1999 to 2020.</p>
      </caption>
      <graphic xlink:href="picture6.png"/>
    </fig>
  </floats-group>
</article>
