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    "textoCompleto" => "<span class="elsevierStyleSections"><p id="par0005" class="elsevierStylePara elsevierViewall">Personalized medicine&#44; patient-centered and data-driven&#44; using artificial intelligence techniques&#44; is a new paradigm for the physician-patient relationship that emphasizes clinical reasoning and the idea that a human being is a complex biological system made up of multiple metabolic&#44; behavioral and environmental factors&#44; in order to maximize the benefits of the therapeutic approach adopted&#46;<a class="elsevierStyleCrossRef" href="#bib0055"><span class="elsevierStyleSup">1</span></a></p><p id="par0010" class="elsevierStylePara elsevierViewall">Mortality from cardiovascular disease &#40;CVD&#41; has decreased significantly in recent years in Europe&#44; and in some countries is now exceeded in men by mortality from cancer&#46;<a class="elsevierStyleCrossRef" href="#bib0060"><span class="elsevierStyleSup">2</span></a> Aging and increasingly unwell populations with multiple comorbidities that exponentially increase complexity are an additional challenge for clinicians&#44; as diagnostic and prognostic algorithms must be revised and updated in light of new epidemiological findings&#46;</p><p id="par0015" class="elsevierStylePara elsevierViewall">A good example of the new reality is that of cancer patients with pulmonary embolism &#40;PE&#41;&#44; in whom clinical presentation with hemodynamic instability is known to carry a poor prognosis&#44; leading them to be classified as at high risk for adverse events&#46; However&#44; hemodynamically stable cancer patients stratified as at intermediate risk are more of a challenge&#46; The European Society of Cardiology guidelines on PE have called for them to be reclassified as intermediate-high or intermediate-low risk according to the presence or absence of right ventricular dysfunction and elevated cardiac biomarkers&#46;<a class="elsevierStyleCrossRef" href="#bib0065"><span class="elsevierStyleSup">3</span></a></p><p id="par0020" class="elsevierStylePara elsevierViewall">In the early 2000s&#44; Kucher et al&#46;<a class="elsevierStyleCrossRef" href="#bib0070"><span class="elsevierStyleSup">4</span></a> highlighted the value of assessing the pretest probability of PE in conjunction with the shock index &#40;SI&#41;&#44; calculated as heart rate divided by systolic blood pressure&#44; in starting appropriate therapy&#44; an approach that resulted in reduced 30-day mortality&#44; while Ozsu et al&#46;<a class="elsevierStyleCrossRef" href="#bib0075"><span class="elsevierStyleSup">5</span></a> combined measurement of troponin levels and echocardiographic assessment with the SI&#44; improving stratification of 30-day mortality risk in PE patients&#46; In another cohort of patients with PE&#44; Bach et al&#46;<a class="elsevierStyleCrossRef" href="#bib0080"><span class="elsevierStyleSup">6</span></a> showed that circulatory parameters&#44; easily obtained and at low cost&#44; have the same or better prognostic value than the clinical scores that were applied in their study&#44; which included both the original and the simplified pulmonary embolism severity index&#46;</p><p id="par0025" class="elsevierStylePara elsevierViewall">In this issue of the <span class="elsevierStyleItalic">Journal</span>&#44; Ferreira et al&#46;<a class="elsevierStyleCrossRef" href="#bib0085"><span class="elsevierStyleSup">7</span></a> apply a similar model to that of Kucher et al&#46;<a class="elsevierStyleCrossRef" href="#bib0070"><span class="elsevierStyleSup">4</span></a> in a single-center retrospective cohort of cancer patients&#44; extending the observation period to one year&#46; The prospect of stratifying patients at initial presentation is an attractive one&#44; especially in terms of predicting one-year mortality risk&#46; However&#44; caution is warranted in assessing the results presented by the authors in their analysis&#44; which seems to be more of a hypothesis-generating study&#46; Hypotheses such as theirs need to be tested in multiple cohorts with large study populations in which interactions between prognostic factors can be adequately analyzed&#44; and must then be validated in other populations&#46; In this case&#44; it is particularly important to include the type and staging of the patient&#39;s cancer&#44; since these factors will inevitably have a significant impact on medium- and long-term prognosis&#46; In Ferreira et al&#46;&#8217;s study&#44; right ventricular myocardial damage was rare&#44; and data on cancer type and stage were not collected&#44; which limits the applicability of their findings&#46;</p><p id="par0030" class="elsevierStylePara elsevierViewall">Nevertheless&#44; the study makes an additional contribution&#44; which is its focus on the importance of the patient&#39;s history and physical examination in modern practice&#44; in which technology<a class="elsevierStyleCrossRef" href="#bib0090"><span class="elsevierStyleSup">8</span></a> using a wide range of laboratory and imaging exams plays a central role in clinical decision-making&#46; Ozsu et al&#46;<a class="elsevierStyleCrossRef" href="#bib0075"><span class="elsevierStyleSup">5</span></a> propose combining history and physical examination with imaging methods&#44; and thus emphasize the need for technology&#44; while according to Gr&#252;ne&#44;<a class="elsevierStyleCrossRef" href="#bib0095"><span class="elsevierStyleSup">9</span></a> correct assessment of the results of anamnesis and clinical examination &#40;which includes diagnostic tests&#41; is essential for the implementation of value-based medicine&#44; currently a hot topic&#46; Ferreira et al&#46;<a class="elsevierStyleCrossRef" href="#bib0085"><span class="elsevierStyleSup">7</span></a> take us back to the first principle of semiology&#44; observation of vital signs&#46;</p><p id="par0035" class="elsevierStylePara elsevierViewall">The physical examination remains an essential part of the physician-patient relationship&#44; even though there is nowadays less emphasis in medical training on the skills required to formulate and confirm hypotheses&#44; mainly because of the greater value placed on data provided by diagnostic exams&#46;<a class="elsevierStyleCrossRef" href="#bib0100"><span class="elsevierStyleSup">10</span></a> An approach guided by data from physical examination &#8211; such as the SI &#8211; undoubtedly comes closer to the ideal of personalized medicine&#44; enhancing the value and effectiveness of health care&#44; as well as enabling physicians to widen their understanding of their patients as complex human beings in all their dimensions&#58; physical&#44; mental&#44; and spiritual&#46;<a class="elsevierStyleCrossRef" href="#bib0055"><span class="elsevierStyleSup">1</span></a></p><span id="sec0005" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0005">Conflicts of interest</span><p id="par0040" class="elsevierStylePara elsevierViewall">The author has no conflicts of interest to declare&#46;</p></span></span>"
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Editorial comment
Clinical findings remain paramount
E a clínica continua soberana
Gláucia Maria Moraes Oliveira
Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
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    "textoCompleto" => "<span class="elsevierStyleSections"><p id="par0005" class="elsevierStylePara elsevierViewall">Personalized medicine&#44; patient-centered and data-driven&#44; using artificial intelligence techniques&#44; is a new paradigm for the physician-patient relationship that emphasizes clinical reasoning and the idea that a human being is a complex biological system made up of multiple metabolic&#44; behavioral and environmental factors&#44; in order to maximize the benefits of the therapeutic approach adopted&#46;<a class="elsevierStyleCrossRef" href="#bib0055"><span class="elsevierStyleSup">1</span></a></p><p id="par0010" class="elsevierStylePara elsevierViewall">Mortality from cardiovascular disease &#40;CVD&#41; has decreased significantly in recent years in Europe&#44; and in some countries is now exceeded in men by mortality from cancer&#46;<a class="elsevierStyleCrossRef" href="#bib0060"><span class="elsevierStyleSup">2</span></a> Aging and increasingly unwell populations with multiple comorbidities that exponentially increase complexity are an additional challenge for clinicians&#44; as diagnostic and prognostic algorithms must be revised and updated in light of new epidemiological findings&#46;</p><p id="par0015" class="elsevierStylePara elsevierViewall">A good example of the new reality is that of cancer patients with pulmonary embolism &#40;PE&#41;&#44; in whom clinical presentation with hemodynamic instability is known to carry a poor prognosis&#44; leading them to be classified as at high risk for adverse events&#46; However&#44; hemodynamically stable cancer patients stratified as at intermediate risk are more of a challenge&#46; The European Society of Cardiology guidelines on PE have called for them to be reclassified as intermediate-high or intermediate-low risk according to the presence or absence of right ventricular dysfunction and elevated cardiac biomarkers&#46;<a class="elsevierStyleCrossRef" href="#bib0065"><span class="elsevierStyleSup">3</span></a></p><p id="par0020" class="elsevierStylePara elsevierViewall">In the early 2000s&#44; Kucher et al&#46;<a class="elsevierStyleCrossRef" href="#bib0070"><span class="elsevierStyleSup">4</span></a> highlighted the value of assessing the pretest probability of PE in conjunction with the shock index &#40;SI&#41;&#44; calculated as heart rate divided by systolic blood pressure&#44; in starting appropriate therapy&#44; an approach that resulted in reduced 30-day mortality&#44; while Ozsu et al&#46;<a class="elsevierStyleCrossRef" href="#bib0075"><span class="elsevierStyleSup">5</span></a> combined measurement of troponin levels and echocardiographic assessment with the SI&#44; improving stratification of 30-day mortality risk in PE patients&#46; In another cohort of patients with PE&#44; Bach et al&#46;<a class="elsevierStyleCrossRef" href="#bib0080"><span class="elsevierStyleSup">6</span></a> showed that circulatory parameters&#44; easily obtained and at low cost&#44; have the same or better prognostic value than the clinical scores that were applied in their study&#44; which included both the original and the simplified pulmonary embolism severity index&#46;</p><p id="par0025" class="elsevierStylePara elsevierViewall">In this issue of the <span class="elsevierStyleItalic">Journal</span>&#44; Ferreira et al&#46;<a class="elsevierStyleCrossRef" href="#bib0085"><span class="elsevierStyleSup">7</span></a> apply a similar model to that of Kucher et al&#46;<a class="elsevierStyleCrossRef" href="#bib0070"><span class="elsevierStyleSup">4</span></a> in a single-center retrospective cohort of cancer patients&#44; extending the observation period to one year&#46; The prospect of stratifying patients at initial presentation is an attractive one&#44; especially in terms of predicting one-year mortality risk&#46; However&#44; caution is warranted in assessing the results presented by the authors in their analysis&#44; which seems to be more of a hypothesis-generating study&#46; Hypotheses such as theirs need to be tested in multiple cohorts with large study populations in which interactions between prognostic factors can be adequately analyzed&#44; and must then be validated in other populations&#46; In this case&#44; it is particularly important to include the type and staging of the patient&#39;s cancer&#44; since these factors will inevitably have a significant impact on medium- and long-term prognosis&#46; In Ferreira et al&#46;&#8217;s study&#44; right ventricular myocardial damage was rare&#44; and data on cancer type and stage were not collected&#44; which limits the applicability of their findings&#46;</p><p id="par0030" class="elsevierStylePara elsevierViewall">Nevertheless&#44; the study makes an additional contribution&#44; which is its focus on the importance of the patient&#39;s history and physical examination in modern practice&#44; in which technology<a class="elsevierStyleCrossRef" href="#bib0090"><span class="elsevierStyleSup">8</span></a> using a wide range of laboratory and imaging exams plays a central role in clinical decision-making&#46; Ozsu et al&#46;<a class="elsevierStyleCrossRef" href="#bib0075"><span class="elsevierStyleSup">5</span></a> propose combining history and physical examination with imaging methods&#44; and thus emphasize the need for technology&#44; while according to Gr&#252;ne&#44;<a class="elsevierStyleCrossRef" href="#bib0095"><span class="elsevierStyleSup">9</span></a> correct assessment of the results of anamnesis and clinical examination &#40;which includes diagnostic tests&#41; is essential for the implementation of value-based medicine&#44; currently a hot topic&#46; Ferreira et al&#46;<a class="elsevierStyleCrossRef" href="#bib0085"><span class="elsevierStyleSup">7</span></a> take us back to the first principle of semiology&#44; observation of vital signs&#46;</p><p id="par0035" class="elsevierStylePara elsevierViewall">The physical examination remains an essential part of the physician-patient relationship&#44; even though there is nowadays less emphasis in medical training on the skills required to formulate and confirm hypotheses&#44; mainly because of the greater value placed on data provided by diagnostic exams&#46;<a class="elsevierStyleCrossRef" href="#bib0100"><span class="elsevierStyleSup">10</span></a> An approach guided by data from physical examination &#8211; such as the SI &#8211; undoubtedly comes closer to the ideal of personalized medicine&#44; enhancing the value and effectiveness of health care&#44; as well as enabling physicians to widen their understanding of their patients as complex human beings in all their dimensions&#58; physical&#44; mental&#44; and spiritual&#46;<a class="elsevierStyleCrossRef" href="#bib0055"><span class="elsevierStyleSup">1</span></a></p><span id="sec0005" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0005">Conflicts of interest</span><p id="par0040" class="elsevierStylePara elsevierViewall">The author has no conflicts of interest to declare&#46;</p></span></span>"
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Revista Portuguesa de Cardiologia (English edition)
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