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Translational Medicine and Implementation Science: How to Transform What We Know Into What We Do

Keywords
Translational Medical Research; Cholesterol; Atherosclerosis; Genome Human; Hydroxymethylglutaryl-CoA Reductase Inhibitors/therapeutic use; Cardiovascular Diseases/mortality; Exercises; Quality of Life; Preventive Medicine

Translational Medicine encompasses three areas: 1) acceleration of knowledge transmission from basic science to clinical practice; 2) analysis of the causes and pathophysiology of clinical observations through interaction with basic science; and 3) implementation of basic knowledge and concepts produced by clinical and experimental research in the general population, which is also known as “implementation science”. In the past, some fundamental discoveries stayed confined to the basic science for long years before becoming diagnostic instruments or therapies applicable to practice.

An instructive example is the relationship between cholesterol and atherosclerosis. The first evidence that cholesterol induced atherosclerosis came from studies conducted on rabbits by Russians between 1908 and 1913.11 da Luz PL. As novas faces da medicina, São Paulo: Editora Manole; 2014.103p. The Framingham Heart Study,22 Kannel WB, Dawber TR, Kagan A. Factor of risk in the development of coronary heart disease six-year follow-up experience. Ann Intern Med. 1961;55:33-50. doi: 10.7326/0003-4819-55-1-33.
https://doi.org/10.7326/0003-4819-55-1-3...
published in 1961, was the first to demonstrate this fact in humans. However, statin was first produced only in 1976, starting the current era of pharmacological treatment of atherosclerosis.33 Endo A. The discovery and development of HMG-CoA reductase inhibitors. J. Lipid Res. 1992;33(11):1569-82. PMID: 1464741 This huge gap occurred in other contexts and represents a waste of knowledge and human lives.

Basis of preventive medicine: a healthy lifestyle

When medical knowledge is to be applied to the general population, the concept of healthy lifestyle should be highlighted, especially in terms of preventive medicine.

Most cardiovascular events, such as myocardial infarction and death, are associated with risk factors such as dyslipidemia, smoking, hypertension and diabetes.44 Yusuf S, Hawken S, Ounpuu S, Dans T, Avezum A, Lanas F, et al. Effect of potentially modifiable risk factors associated with myocardial infarction in 52 countries (the INTERHEART study): case-control study. Lancet. 2004;364(9438):937-52. doi: 10.1016/S0140-6736(04)17018-9.
https://doi.org/10.1016/S0140-6736(04)17...
Genetic factors are less representative. Another example is the Whitehall study, conducted with British civil servants,55 Marmot MG, Stansfeld S, Patel C. North F, Head J, White I, et al. Health inequalities among British civil servants: the Whitehall II study. Lancet.1991;337(8754):387-93. doi: 10.1016/0140-6736(91)93068-k.
https://doi.org/10.1016/0140-6736(91)930...
that showed that servants in lower grades of employments had a mortality rate three to four times higher than of those in the higher grades. The basis of preventive medicine is related to a healthy lifestyle, including a diet composed predominantly of fruit, vegetable and fish, and low intake of meat and carbohydrates. At least 150 minutes per week of aerobic and strength exercises are strongly recommended, including for protection of cognitive functions and Alzheimer prevention.66 Felice FG. Alzheimer´s disease and insulin resistance: translating basic Science into clinical applications. J Clin Invest. 2013;123(2):531-9. doi: 10.1772/C164595.
https://doi.org/10.1772/C164595...

Exercise and diet are essential for preventing and treating diabetes, hypertension and obesity, and several anti-smoking programs are currently available, with remarkable success rates. In the book “Blue Zones”,77 Buettner D. Zonas azuis: A solução para comer e viver como os povos mais saudáveis do planeta/tradução de Thais Costa. São Paulo: nVersos; 2019. ISBN: 8554862053. American researchers evaluated the lifestyle of the five longest-lived communities in the world – Okinawa (Japan), Sardinia (Italy), Ikaria (Greece), Loma Lima (California) and Nicoya (Costa Rica). Some habits were shared by these communities – a diet mainly consisting of grains, fruits, vegetables, and fish, and poor in meat; active social life; religiosity; putting family first; manual labors like walking, taking care of animals, cooking, and taking care of the house; and restricted use of medications. Genetic factors cannot solely explain longevity of these populations, as they live in different countries and have no family relationship.

Emotional stress of any cause is a causal factor of cardiovascular events. The exponential increase of these conditions during the COVID-19 pandemic confirms these circumstances.88 Mesquita CT. Out-of-hospital cardiac arrest during the coronavirus disease 2019 (COVID-19) pandemic in Brazil: the hidden mortality. Arq Bras Cardiol. 2021 Feb;116(2):272-4. doi: 10.36660/abc.20210041.
https://doi.org/10.36660/abc.20210041...
,99 Guimarães NS, Carvalho TML, Machado-Pinto J, Lage R, Bernardes RM, et al. Increased home death due to cardiopulmonary arrest in times of COVID-19 pandemic. Arq Bras Cardiol. 2021 Feb;116(2):266-71. doi: 10.36660/abc.20200547.
https://doi.org/10.36660/abc.20200547...

It is noteworthy, however, that a healthy lifestyle is difficult to be implemented in adults. This represents an important challenge for translational medicine, particularly for its third component that concerns the general population. Results of initiatives to implement healthy habits in children and adolescents, as reported in Brazil and other countries,1010 Fornari LS, Giuliano I, Azavedo F, Pastana A, Vieira C, Caramelli B. Children First Study: how an educational program in cardiovascular prevention at school can improve parents’ cardiovascular risk. Eur J Prev Cardiol. 2013; 20(2):301-9. doi: 10.1177/2047487312437617.
https://doi.org/10.1177/2047487312437617...
,1111 Fernandez-Jimenez R, Al-Kazaz M, Jaslow R, Bansilal S, Santana M, Diaz-Munoz R, et al. Children present a window of opportunity for promoting health. J Am Coll Cardiol. 201;72(25):3310-9. doi: 10.1016/j.jacc.2018.10.031.
https://doi.org/10.1016/j.jacc.2018.10.0...
for example, are impressive – children asking their parents not to smoke, to exercise and to follow a good diet! Hulsegge et al.1212 Hulsegge G, Looman M, Smit HA, Daviglus M, van der Schow YI, Verschuren WM. Lifestyle changes in Young adulthood and middle age and risk of cardiovascular disease and all-cause mortality: The doetinchem cohort study. J Am Heart Assoc 2016;5(1):e002432. doi: 10.1161/JAMA.115.002.432.
https://doi.org/10.1161/JAMA.115.002.432...
found that individuals who maintained four to five healthy lifestyle factors over a five-year period had 2.5 times lower risk of cardiovascular disease and all-cause mortality than those who did not.

In addition, it is important to consider in which context these initiatives have been implemented – in hospitals, educational programs, in the unified health system facilities or in private centers, by online consultations or others. Different contexts require different strategies.

Precision medicine

Today, medications are prescribed based on results of studies that showed their effective doses, which does not take into account individual responses, i.e., doses have been established based on mean responses, without identifying who are responders and non-responders to the treatment. Side effects are described in a similar manner. On the other hand, randomized trials do not include patients with comorbidities and study only 6-8% of patients with the disease, which does not represent the real world. This causes errors and difficulties in adjusting medication doses.

Pharmacogenetics provides a more precise characterization of patients in terms of individualized responses to external agents and may form the basis for tailored therapies, as in preventing allergic reactions. Briefly, the knowledge of the human genome and the body responses will allow individualization of treatments considering the response to contrasts, intolerance to external agents, and sensitivity to salt, antiplatelet agents, and anticoagulants. Although this is not a current practice, it will be soon.

Socioeconomic inequality has a great impact on disease incidence

The Whitehall study55 Marmot MG, Stansfeld S, Patel C. North F, Head J, White I, et al. Health inequalities among British civil servants: the Whitehall II study. Lancet.1991;337(8754):387-93. doi: 10.1016/0140-6736(91)93068-k.
https://doi.org/10.1016/0140-6736(91)930...
showed a relationship between a lower level of job satisfaction and higher mortality. Since then, several studies have shown that educational attainment, financial resources and social level have an influence on disease prevalence and mortality1313 Mackenbach JP, Cavelaars AE, Kunst AE, Groenhof KF. Socioeconomic inequalities in cardiovascular disease mortality; na international study. Eur Heart J. 2000;21(14):1141-51. doi: 10.1053/euhj.1999.1990.
https://doi.org/10.1053/euhj.1999.1990...
due to factors other than psychological ones. Individuals with higher status are more aware of their diseases, have greater access to better health care and are more able to pay health costs. This is a universal problem that is more related to economy and social development, but affects health.

Comorbidities in the elderly and Multidisciplinarity

The population is aging. Comorbidities like cardiovascular diseases, cancers, rheumatic, renal, metabolic, inflammatory, urological, respiratory, neurological (dementia, Alzheimer disease) and psychiatric diseases are far more common among the elderly. It is rare to find an older patient with only one disease. For this reason, several specialists would be needed to provide the best care for patients with complex conditions.1414 Lima TR, Silva DAS, Giehl MWC, D’Orsi E, González-Chica DA. Clusters of cardiometabolic risk factors and their association with atherosclerosis and chronic inflammation among adults and elderly in Florianópolis, southern Brazil. Arq Bras Cardiol. 2021 Jul;117(1):39-48. doi: 10.36660/abc.20200230.
https://doi.org/10.36660/abc.20200230...
,1515 Lopes JM, Galvão FD, Oliveira AGRDC. Risk of Death in the Elderly with Excessive daytime sleepiness, insomnia and depression: prospective cohort study in an urban population in northeast Brazil. Arq Bras Cardiol. 2021 Sep;117(3):446-454. doi: 10.36660/abc.20200059.
https://doi.org/10.36660/abc.20200059...
In fact, a meta-analysis concluded that a teamwork is positively related to clinical performance.1616 Schmutz JB, Meier LL, Manser T. How effective is teamwork really? The relationship between teamwork and performance in healthcare teams: a systematic review and meta-analysis. BMJ Open. 2019;9(9):e028280. doi: 10.1136/bmjopen-2018-028280.
https://doi.org/10.1136/bmjopen-2018-028...

Establishment of medium and long-term risks

Although cardiovascular risk scores are imperfect, they are helpful in convincing patients to adopt a healthy lifestyle, to undergo periodic evaluations and to comply with medication regimens. Some diseases (e.g. hypertension, diabetes mellitus and atherosclerosis) are “silent” and hence the establishment of risks is of highly practical importance. Although the most used scores estimate 10-year risks, today the risk level of cardiovascular risks is estimated over a 30-year period.

Special techniques and parameters, like the coronary calcium score, radioisotopes and echocardiography allow recalculation of the risk, or more precisely, reclassification of patients.1717 Polonsky TS, Ning H, Daviglus ML, Liu K, Burke GL, Cushman M, et al. Association of cardiovascular health with subclinical disease and incidente events: The Multi-Ethnic Study of Atherosclerosis. J Am Heart Assoc. 2017;6:e004894. doi: 10.1161/JAHA.116.004894.
https://doi.org/10.1161/JAHA.116.004894...
Inflammatory markers like high-sensitivity C-reactive protein and genomic scores can also improve risk projections. Unconventional lipoproteins may also be helpful, including the lipoprotein(a), non-HDL cholesterol, triglyceride-rich lipoproteins, apolipoprotein CIII, angiopoietin-like protein 3 (ANGPTL3), angiopoietin-like protein 4 (ANGPTL4), apolipoprotein IV, apolipoprotein E, and genetic variants like PCSK9 can influence the cardiovascular risk.1818 Libby P. The changing landscape of atherosclerosis. Nature. 2021; 592: (7855):524-33. doi: 10.1038/s41586-021-03392-8.
https://doi.org/10.1038/s41586-021-03392...
The great advantage of risk calculation is to use it as an instrument to show patients the importance of continuous monitoring and decision making.

Judicious use of technologies: risks versus benefits

Technological advances are generally beneficial but may be hazardous. For example, the diagnosis of minimal lesions of thyroid, breast and prostate has led to “preventive”, unnecessary interventions.1919 Vacarella S, Franceschi S, Bray F, Wild CP, Plummer M, Dal Maso L. Worlwide thyroid-cancer epidemic? The increasing impact of overdiagnosis. N Engl J Med. 2016; 375(7):614-7. doi: 10.1038/s41586-021-03392-8.
https://doi.org/10.1038/s41586-021-03392...
The same is true for imaging tests – scintigraphy, coronary computed tomography and percutaneous interventions – the indiscriminate use of these technologies overburdens the health care system, increases costs and causes patient anxiety. Countries like the United Kingdom and Canada have adopted measures to prevent “excesses”. In Brazil, the quality of medical practice should be systematically evaluated (as performed by the Order of Attorneys of Brazil). The federal budget is insufficient to cover the health costs of the majority of the population, users of the federal public health system, and thus waste cannot be accepted. In addition, medical school hospitals play an important role in critically evaluating the innovative techniques.

Teamwork

Due to the complexity of some cases, presence of comorbidities, different institutional capacities and individual experiences, multidisciplinary teams are an effective way to provide the best care to the patients. In Cardiology, multidisciplinary teams should include a clinician, an interventionist, a surgeon and an arrhythmia specialist.2020 Pio-Abreu A, Drager LF. Blood pressure control: The secret is.Team Work! Arq Bras Cardiol. 2020 Aug 28;115(2):182-3. doi: 10.36660/abc.20200544.
https://doi.org/10.36660/abc.20200544...
,2121 Jardim TV, Souza ALL, Barroso WKS, Jardim PCBV. Blood pressure control and associated factors in a real-world team-based care center. Arq Bras Cardiol. 2020 Aug 28;115(2):174-81. doi: 10.36660/abc.20180384.
https://doi.org/10.36660/abc.20180384...

In clinical practice, the indication for procedures is influenced by individual experiences. For example, while catheterization specialists may prefer percutaneous interventions, surgeons may be inclined to surgeries. In fact, there are arguments to support one or the other treatment option, based on its non-invasive character, long-term outcomes of the disease, as well as efficacy of previous drug treatments and patient lifestyle. Also, the fast development of assessment tools and therapeutic strategies, and individual experience of physicians and medical centers also contribute to differences of opinions. In this context, the Heart Team serves to minimize these biases. It is also worth emphasizing that the patient should be informed and asked about his/her preferences.

Research quality – basis of the translational process

The arguments mentioned above lead to the fundamental concept that translational medicine requires high-quality science in its every step. Scientific accuracy must exist from the collection of in vitro, ex vivo and in vivo data, development of phase I and II clinical trials, until the application of knowledge. Ideally, randomized clinical trials, with well-defined, relevant outcomes, and adequate number of patients and time of follow-up are preferred. A difficulty inherent to randomized studies is the high costs and long time to obtain results. There are some factors that have a clear influence on the implementation of good practice in the population, like the off-label use of drugs, economic issues, and an erroneous notion of free will among physicians. On the other hand, methods such as Mendelian randomization, Genome Wide Association Studies (GWAS), and the Big Data, with contributions from artificial intelligence and informatics, allow deeper investigations and elucidation of causes and pathophysiological mechanisms.2222 Davies NM, Holmes MV, Smith GD. Reading mendelian randomisation studies: a guide, glosssary and checklist for clinicians. BMJ. 2018; 362: k601. doi: 10.1136/bmj.k601.
https://doi.org/10.1136/bmj.k601...
,2323 Zhang Z. Big data and clinical research: perspective from a clinician. J Thorac Dis.2014;6(12):1659-64. doi: 10.3978/j.issn.2072-1439.2014.12.12.
https://doi.org/10.3978/j.issn.2072-1439...
Regarding interventions, clinical efficacy is the most important issue for physicians. Credibility in Medicine is then grounded in the principles of scientific method.

  • Sources of Funding
    This study was funded by F. Zerbini – Banco Bradesco SA.
  • Study Association
    This study is not associated with any thesis or dissertation work.
  • Ethics approval and consent to participate
    This article does not contain any studies with human participants or animals performed by any of the authors.

Referências

  • 1
    da Luz PL. As novas faces da medicina, São Paulo: Editora Manole; 2014.103p.
  • 2
    Kannel WB, Dawber TR, Kagan A. Factor of risk in the development of coronary heart disease six-year follow-up experience. Ann Intern Med. 1961;55:33-50. doi: 10.7326/0003-4819-55-1-33.
    » https://doi.org/10.7326/0003-4819-55-1-33
  • 3
    Endo A. The discovery and development of HMG-CoA reductase inhibitors. J. Lipid Res. 1992;33(11):1569-82. PMID: 1464741
  • 4
    Yusuf S, Hawken S, Ounpuu S, Dans T, Avezum A, Lanas F, et al. Effect of potentially modifiable risk factors associated with myocardial infarction in 52 countries (the INTERHEART study): case-control study. Lancet. 2004;364(9438):937-52. doi: 10.1016/S0140-6736(04)17018-9.
    » https://doi.org/10.1016/S0140-6736(04)17018-9
  • 5
    Marmot MG, Stansfeld S, Patel C. North F, Head J, White I, et al. Health inequalities among British civil servants: the Whitehall II study. Lancet.1991;337(8754):387-93. doi: 10.1016/0140-6736(91)93068-k.
    » https://doi.org/10.1016/0140-6736(91)93068-k
  • 6
    Felice FG. Alzheimer´s disease and insulin resistance: translating basic Science into clinical applications. J Clin Invest. 2013;123(2):531-9. doi: 10.1772/C164595.
    » https://doi.org/10.1772/C164595
  • 7
    Buettner D. Zonas azuis: A solução para comer e viver como os povos mais saudáveis do planeta/tradução de Thais Costa. São Paulo: nVersos; 2019. ISBN: 8554862053.
  • 8
    Mesquita CT. Out-of-hospital cardiac arrest during the coronavirus disease 2019 (COVID-19) pandemic in Brazil: the hidden mortality. Arq Bras Cardiol. 2021 Feb;116(2):272-4. doi: 10.36660/abc.20210041.
    » https://doi.org/10.36660/abc.20210041
  • 9
    Guimarães NS, Carvalho TML, Machado-Pinto J, Lage R, Bernardes RM, et al. Increased home death due to cardiopulmonary arrest in times of COVID-19 pandemic. Arq Bras Cardiol. 2021 Feb;116(2):266-71. doi: 10.36660/abc.20200547.
    » https://doi.org/10.36660/abc.20200547
  • 10
    Fornari LS, Giuliano I, Azavedo F, Pastana A, Vieira C, Caramelli B. Children First Study: how an educational program in cardiovascular prevention at school can improve parents’ cardiovascular risk. Eur J Prev Cardiol. 2013; 20(2):301-9. doi: 10.1177/2047487312437617.
    » https://doi.org/10.1177/2047487312437617
  • 11
    Fernandez-Jimenez R, Al-Kazaz M, Jaslow R, Bansilal S, Santana M, Diaz-Munoz R, et al. Children present a window of opportunity for promoting health. J Am Coll Cardiol. 201;72(25):3310-9. doi: 10.1016/j.jacc.2018.10.031.
    » https://doi.org/10.1016/j.jacc.2018.10.031
  • 12
    Hulsegge G, Looman M, Smit HA, Daviglus M, van der Schow YI, Verschuren WM. Lifestyle changes in Young adulthood and middle age and risk of cardiovascular disease and all-cause mortality: The doetinchem cohort study. J Am Heart Assoc 2016;5(1):e002432. doi: 10.1161/JAMA.115.002.432.
    » https://doi.org/10.1161/JAMA.115.002.432
  • 13
    Mackenbach JP, Cavelaars AE, Kunst AE, Groenhof KF. Socioeconomic inequalities in cardiovascular disease mortality; na international study. Eur Heart J. 2000;21(14):1141-51. doi: 10.1053/euhj.1999.1990.
    » https://doi.org/10.1053/euhj.1999.1990
  • 14
    Lima TR, Silva DAS, Giehl MWC, D’Orsi E, González-Chica DA. Clusters of cardiometabolic risk factors and their association with atherosclerosis and chronic inflammation among adults and elderly in Florianópolis, southern Brazil. Arq Bras Cardiol. 2021 Jul;117(1):39-48. doi: 10.36660/abc.20200230.
    » https://doi.org/10.36660/abc.20200230
  • 15
    Lopes JM, Galvão FD, Oliveira AGRDC. Risk of Death in the Elderly with Excessive daytime sleepiness, insomnia and depression: prospective cohort study in an urban population in northeast Brazil. Arq Bras Cardiol. 2021 Sep;117(3):446-454. doi: 10.36660/abc.20200059.
    » https://doi.org/10.36660/abc.20200059
  • 16
    Schmutz JB, Meier LL, Manser T. How effective is teamwork really? The relationship between teamwork and performance in healthcare teams: a systematic review and meta-analysis. BMJ Open. 2019;9(9):e028280. doi: 10.1136/bmjopen-2018-028280.
    » https://doi.org/10.1136/bmjopen-2018-028280
  • 17
    Polonsky TS, Ning H, Daviglus ML, Liu K, Burke GL, Cushman M, et al. Association of cardiovascular health with subclinical disease and incidente events: The Multi-Ethnic Study of Atherosclerosis. J Am Heart Assoc. 2017;6:e004894. doi: 10.1161/JAHA.116.004894.
    » https://doi.org/10.1161/JAHA.116.004894
  • 18
    Libby P. The changing landscape of atherosclerosis. Nature. 2021; 592: (7855):524-33. doi: 10.1038/s41586-021-03392-8.
    » https://doi.org/10.1038/s41586-021-03392-8
  • 19
    Vacarella S, Franceschi S, Bray F, Wild CP, Plummer M, Dal Maso L. Worlwide thyroid-cancer epidemic? The increasing impact of overdiagnosis. N Engl J Med. 2016; 375(7):614-7. doi: 10.1038/s41586-021-03392-8.
    » https://doi.org/10.1038/s41586-021-03392-8
  • 20
    Pio-Abreu A, Drager LF. Blood pressure control: The secret is.Team Work! Arq Bras Cardiol. 2020 Aug 28;115(2):182-3. doi: 10.36660/abc.20200544.
    » https://doi.org/10.36660/abc.20200544
  • 21
    Jardim TV, Souza ALL, Barroso WKS, Jardim PCBV. Blood pressure control and associated factors in a real-world team-based care center. Arq Bras Cardiol. 2020 Aug 28;115(2):174-81. doi: 10.36660/abc.20180384.
    » https://doi.org/10.36660/abc.20180384
  • 22
    Davies NM, Holmes MV, Smith GD. Reading mendelian randomisation studies: a guide, glosssary and checklist for clinicians. BMJ. 2018; 362: k601. doi: 10.1136/bmj.k601.
    » https://doi.org/10.1136/bmj.k601
  • 23
    Zhang Z. Big data and clinical research: perspective from a clinician. J Thorac Dis.2014;6(12):1659-64. doi: 10.3978/j.issn.2072-1439.2014.12.12.
    » https://doi.org/10.3978/j.issn.2072-1439.2014.12.12

Publication Dates

  • Publication in this collection
    05 Aug 2022
  • Date of issue
    Aug 2022

History

  • Received
    16 Dec 2021
  • Reviewed
    20 Jan 2022
  • Accepted
    09 Feb 2022
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