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Four Types of Destructive Influence of Confounding Effects of the Cardiorenal Continuum

Journal «MEDICINA» ¹ 2, 2024, pp.25-47 (Research)

Authors

Lazutkina A. Yu.
MD, PhD, Leading inspector-physician, Department of Organization of Medical Care1

1 - Far Eastern Directorate of Healthcare – a structural subdivision of the Central Directorate of Healthcare – a branch of Russian Railways, Khabarovsk, Russian Federation

Corresponding Author

Lazutkina Anna; e-mail: Lazutkina_AU59@mail.ru

Funding

The study had no sponsorship.

Conflict of interest

None declared.

Abstract

Introduction. Studying the influence of risk factors (RF) for cardiovascular diseases (CVD) is a promising direction, since reducing their degree of influence can lead to an increase in overall life expectancy. The least studied of the RFs are confounders. Aim. To find out the influence of confounders in the chain of events of the cardiorenal continuum (CRC) using the example of a group of initially healthy 7,959 male workers of locomotive crews of the Trans-Baikal Railway aged 18-66 years. Materials and methods. Using 22 items of clinical and anamnestic data of a 6-year follow-up of a natural professional population of 7,959 men, multivariate statistical analysis was used to determine predictors of microalbuminuria (MAU), creatininemia (CR), reduced glomerular filtration rate (GFR), retinopathy (RP) and sudden cardiac death (SCD), which made it possible to construct a CRC from the prepared symptomatic blocks applying the synthesis method. The Cox proportional hazard model was used to determine the influence of all predictors of these symptoms on the increased risk of consecutive CRC events. The time of formation of MAU, RP, CR, reduced GFR, SCD, and the stages of endothelial dysfunction was found out using Kaplan-Meier (K-M) curves. The effects of damage to the endothelium by RFs, including confounders, were assessed by «failures» in K-M models. Results. Depending on the place of implementation in the CRC vascular bed, confounders manifest themselves by synergistic/additive and stabilizing processes caused by them in the endothelium. 1. They increase the risk of cardiovascular disease (CVD) / target organ damage (TOD) and the number of «failures» of the outcome being studied; 2. They increase the risk of CVD/TOD, but do not affect the number of «failures» of the outcome being studied; 3. They do not affect the increase in the risk of CVD/TOD, but increase the number of «failures» of the studied outcome; 4. They are associated with CVD/TOD, but do not affect the increase in risk and increase in the number of «failures» of the outcome being studied. Conclusion. Confounders of the CRC have four types of destructive effects. It is necessary to conduct targeted biochemical and morphological studies in order to finally clarify the processes of damage in the endothelium caused by risk factors and confounders and to resist their influence before the irreversible changes occur in the endothelial cell. 

Key words

risk factors, confounders, chronic kidney disease, continuum, sudden cardiac death, endothelial dysfunction

DOI

References

1. Kornysheva E.A., Platonov D.Yu., Rodionov A.A., Shabashov A.E. Epidemiologiya i statistika kak instrumenty dokazatel'noy meditsiny; izdaniye 2-oye ispravlennoye i dopolnennoye [Epidemiology and statistics as tools of evidence-based medicine. 2-nd edition revised and updated.] Tver: 2009. (In Russ.)

2. Epidemiologicheskiy slovar'. Pod red. Dzhona M. Lasta [Epidemiological dictionary. Ed. by John M. Last]. Moscow: 2009. (In Russ.)

3. Chertok V.M., Chertok A.G. Regulyatornyy potentsial kapillyarov mozga [Regulatory capacity of the brain capillaries.] Tikhookeanskiy meditsinskiy zhurnal [Pacific Medical Journal] 2016; (2): 72-80, doi: 10.17238/1609-1175.2016.2.72 (In Russ.)

4. Vasina L.V., Vlasov T.D., Petrishchev N.N. Funktsional'naya geterogennost' endoteliya (obzor). [Functional heterogeneity of the endothelium (review).] Arterial'naya gipertenziya [Arterial Hypertension] 2017; 23(2): 88-102, doi: 10.18705/1607-419X-2017-23-2-88-102 (In Russ.)

5. Zabolotskikh V.V., Vasil'ev A.V., Tereshchenko Yu.P. Sinergicheskiy effekt pri odnovremennom vozdeystvii fizicheskikh i khimicheskikh faktorov. [Synergistic effect with simultaneous exposure to physical and chemical factors.] Izvesrtiya Samarskogo nauchnogo tsentra RAN [Bulletin of the Samara Scientific Center of the Russian Academy of Sciences] 2016; 18(5-2): 290-294. (In Russ.)

6. Corning P.A. The synergism hypothesis: On the concept of synergy and its role in the evolution of complex systems. Journal of Social and Evolutionary Systems 1998; 21(2): 133-172, doi: 10.1016/s1061-7361(00)80003-x

7. Petri M.A., Sebin K. Vizual'naya meditsinskaya statistika. Per. pod redaktsiyey V.P. Leonova. 2-ye izd., pererabotannoye. i dopolnenoå [Medical Statistics at a Glance. Russian translation edited by V.P. Leonov. 2nd ed., revised and expanded.] Moscow: GEOTAR Media, 2010. (In Russ.)

8. Rumyantsev P.O., Saenko V.A., Rumyantseva U.V., Chekin S.Yu. Statisticheskiye metody analiza v klinicheskoy praktike. Chast' II. Analiz vyzhivayemosti i mnogomernaya statistika. [Statistical methods for the analyses in clinical practice. Part 2. Survival analysis and multivariate statistics.] Problemy endokrinologii [Problems of Endocrinology] 2009; 55(6): 48-56. (In Russ.)

9. Lazutkina A.Yu. Gorbunov V.V. Kontinuum vnezapnoy serdechnoy smerti [Sudden cardiac death continuum]. Khabarovsk: DVGMU, 2017. (In Russ.)

10. Lazutkina A.Yu. Kardiorenotserebrovaskulyarnyy kontinuum (Kontinuum khronicheskoy okklyuzionnoy bolezni arteriy nizhnikh konechnostey i vozvrat k vnezapnoy serdechnoy smerti i khronicheskoy bolezni pochek). [Cardiorenocerebrovascular continuum: (Continuum of chronic obliterating lower extremity arteries and return to sudden cardiac death and chronic kidney disease).] Khabarovsk: DVGMU, 2019. (In Russ.)

11. Lazutkina A.Yu. Prognozirovaniye serdechno-sosudistykh zabolevaniy i ikh iskhodov u rabochikh lokomotivnykh brigad Zabaykal'skoy zheleznoy dorogi (Rezul'taty 6-letnego prospektivnogo nablyudeniya). Avtoref. diss. na soiskanie uchenoj stepeni k.m.n. [Prediction of cardiovascular diseases and their outcomes in workers of locomotive crews of the Trans-Baikal Railway (Results of a 6-year prospective observation).] Author’s abstract, PhD Thesis. Chita, 2017. 22 p. (In Russ.)

12. Prikaz Ministerstva zdravookhraneniya i sotsial'nogo razvitiya Rossiyskoy Federatsii ot 19 dekabrya 2005 g. ¹ 796 «Ob utverzhdenii perechnya meditsinskikh protivopokazaniy k rabotam, neposredstvenno svyazannym s dvizheniyem poyezdov i manevrovym rabotam». [Order of the Ministry of Health and Social Development of the Russian Federation ¹ 796 dated December 19, 2005 «On approval of the list of medical contraindications for work directly related to the movement of trains and shunting work».] Available at: http://base.consultant.ru (In Russ.)

13. Kardiovaskulyarnaya profilaktika: rekomendacii VNOK. [Cardiovascular prevention. Recommendations of RSSH.] Kardiovaskulyarnaya terapiya i profilaktika [Cardiovascular Therapy and Prevention] 2011; 10(6), (Suppl. 2): 2-64. (In Russ.)

14. Diagnostika i lechenie arterial'noj gipertenzii: rekomendacii RMOAG i VNOK. [Diagnosis and treatment of arterial hypertension. Recommendations of RMSAH and RSSC]. Kardiovaskulyarnaya terapiya i profilaktika [Cardiovascular Therapy and Prevention] 2008; 7(6), (Suppl. 2): 1-32. (In Russ.)

15. Babailov V.K. Analiz i sintez. [Analysis and synthesis]. Biznes Inform [Business Inform] 2012; (4): 16-19. (In Ukrain.)

16. Lazutkina A.Yu. Prediktory mikroal'buminurii u rabotnikov lokomotivnykh brigad: prospektivnoye nablyudatel'noye issledovaniye. [Predictors of microalbuminuria in workers of locomotive crews: prospective observational study.] Kardiosomatika [Cardiosomatics] 2023; 14(1): 27-36, doi: 10.17816/CS321275 (In Russ.)

17. Lazutkina A.Yu. Prediktory kreatininemii u rabotnikov lokomotivnykh brigad: prospektivnoye nablyudatel'noye issledovaniye. [Predictors of creatininemia in locomotive crew workers: a prospective observational study.] Terapiya [Therapy] 2024; 10(3): 52-60, doi: 110.18565/therapy.2024.3.52-60 (In Russ.)

18. Lazutkina A.Yu. Prediktory snizhennoy skorosti klubochkovoy fil'tratsii. [Predictors of reduced glomerular filtration rate.] Patogenez [Pathogenesis] 2023; 21(2): 55-61. doi: 10.25557/2310-0435.2023.02.55-61 (In Russ.)

19. Lazutkina A.Yu. Proiskhozhdeniye retinopatii I-II stepeni. [Origin of I-II degree retinopathy.] Aspirantskiy vestnik Povolzhiya [Postgraduate Bulletin of the Volga Region] 2023; 23(4): 38-43, doi: 10.55531/2072-2354.2023.23.4.38-43 (In Russ.)

20. Kochetov A.G., Lyang O.V., Masenko V.P., Zhirov I.V., Nakonechnikov S.N., Tereshchenko S.N. Metody statisticheskoj obrabotki medicinskih dannyh: metodicheskie rekomendacii dlya ordinatorov i aspirantov medicinskih uchebnyh zavedenij, nauchnyh rabotnikov. [Methods of statistical processing of medical data: Methodological recommendations for residents and graduate students of medical schools, researchers.] Moscow. RCNPC, 2012. (In Russ.)

21. Sharashova E.E., Kholmatova K.K., Gorbatova M.A., Grzhibovskiy A.M. Primenenie mnozhestvennogo linejnogo regressionnogo analiza v zdravoohranenii s ispol'zovaniem paketa statisticheskih programm SPSS. [Application of multiple linear regression analysis in health care using SPSS statistical software package.] Nauka i zdravoohranenie [Science and Healthcare] 2017; (3): 5-31. (In Russ.)

22. Lazutkina A.Yu. Patogeneticheskie mekhanizmy snizhennoj skorosti klubochkovoj fil'tracii. [Pathogenetic mechanisms of reduced glomerular filtration rate.] Patogenez [Pathogenesis] 2023; 21(3): 19-27. doi: 10.25557/2310-0435.2023.03.19-27 (In Russ.)

23. Lazutkina A.Yu. Proiskhozhdenie i formirovanie rannih izmenenij setchatki glaza pod vozdejstviem faktorov ateroskleroza. [Origin and formation of early changes in the retina under the influence of atherosclerosis factors.] Ateroskleroz [Atherosclerosis] 2023; 19(4): 385-403, doi: 10.52727/2078-256X-2023-19-4-385-403 (In Russ.)

24. Analiz vyzhivaemosti i regressiya dlya cenzurirovannyh dannyh [Survival analysis and regression for censored data]. STATISTICA. StatSoft, 1995. P. 3473-3534. (In Russ.)

25. Aird W.C. Endothelium as an organ system. Crit. Care Med. 2004; 32(Suppl. 5): 271-279.

26. Heil S.G., De Vriese A.S., Kluijtmans L.A., Mortier S., Den Heijer M., Blom H.J. The role of hyperhomocysteinemia in nitric oxide (NO) and endothelium-derived hyperpolarizing factor. (EDHF)-mediated vasodilatation. Cell Mol Biol (Noisy-le-grand). 2004; 50(8): 911-916.

27. Evdokimenko A.N. Ul'trastrukturnye izmeneniya endoteliya v oblasti nestabil'nyh ateroskleroticheskih blyashek karotidnogo sinusa. [Ultrastructural changes of endothelium in unstable atherosclerotic plaques of carotid sinus.] Mezhdunarodnyj zhurnal prikladnyh i fundamental'nyh issledovanij [International journal of applied and fundamental research] 2015; 11: 639-647. (In Russ.)

28. Omelyanenko M.G., Sukhovey N.A., Nazarov S.B., Plekhanov V.G. Klinicheskoe znachenie endotelial'noj disfunkcii pri ostrom koronarnom sindrome bez pod”yoma segmenta ST u lic v vozraste do 55 let. [Clinical significance of endothelial dysfunction in non-ST-segment-elevation acute coronary syndrome in subjects under 55 years of age.] Rossijskij kardiologicheskij zhurnal [Russian Journal of Cardiology] 2003; 8(4): 36-40. (In Russ.)

29. Drexler Í. Nitric oxide and coronary endothelial dysfunction in humans. Review Cardiovasc. Res. 1999; 43(3): 572-579.

30. Vanchutte P.M. Endothelial dysfunction and atherosclerosis. Europ. Heart J. 1997; 18(Suppl. E): E19-E29.

31. Volpe M., Cosentino F. Abnormalities of endothelial function in the pathogenesis of stroke: the importance of endothelin. J. Cardiovasc. Pharmacol. 2000; 35 (Suppl. 2): S45-S48.

32. Omelyanenko M.G., Shumakova V.A., Urusova E.V., Manzhos A.P. Disfunkciya endoteliya kak marker progressirovaniya hronicheskoj bolezni pochek. Aktual'nye voprosy profilaktiki, rannej diagnostiki, lecheniya i medicinskoj reabilitacii bol'nyh s neinfekcionnymi zabolevaniyami i travmami. Materialy III Mezhregional'noj nauchno-prakticheskoj konferencii vrachej Central'nogo federal'nogo okruga s mezhdunarodnym uchastiem, posvyashchennoj 85-letiyu Ivanovskoj gosudarstvennoj medicinskoj akademii. (Ivanovo, 23-24 noyabrya 2015 g.) [Endothelial dysfunction as a marker of chronic kidney disease progression. Topical issues of prevention, early diagnosis, treatment and medical rehabilitation of patients with non-communicable diseases and injuries. Proceedings of the III Interregional scientific and practical conference of doctors of the Central Federal District with international participation, dedicated to the 85th anniversary of the Ivanovo State Medical Academy. (Ivanovo, November 23-24 2015).] Ivanovo: IvGMA, 2015. P. 131-132. (In Russ.)

33. Makarova T.P., Melnikova Yu.S. Endotelial'naya disfunkciya i elementnyj status pri hronicheskoj bolezni pochek u detej. [Endothelial dysfunction and elemental status in children with chronic kidney disease]. Rossijskij vestnik perinatologii i pediatrii [Russian Bulletin of Perinatology and Pediatrics] 2018; 63(2): 48-52. doi: 10.21508/1027-4065-2018-63-2-48-52 (In Russ.)

34. Shumakova V.A., Omelyanenko M.G., Pakhrova O.A., Grineva M.R., Tomilova I.K. Osobennosti gemoreologii i sistemy NO-endotelij u bol'nyh s hronicheskoj pochechnoj nedostatochnost'yu. [Peculiarities of hemorheology and the NO-endothelium system in patients with chronic renal failure]. Vestnik Ivanovskoj medicinskoj akademii [Bulletin of the Ivanovo Medical Academy] 2009; 14(5): 55. (In Russ.)

35. Schachinger V., Britten M.B., Zeiger A.M. Prognostic impact of coronary vasodilator dysfunction on adverse long-term outcome of coronary heart disease. Circulation. 2000; 101: 1899-1906.

36. Lang T., Sesik M. Kak opisyvat' statistiku v medicine. Annotirovannoe rukovodstvo dlya avtorov, redaktorov i recenzentov: per. s angl. pod red. V.P. Leonova. [How to describe statistics in medicine. A guide for authors, editors and reviewers. Russian translation edited by V.P. Leonov]. Moscow: Prakticheskaya medicina, 2011. (In Russ.)

37. Dzugkoev S.G., Mozhaeva I.V., Takoyeva E.A., Dzugkoeva F.S., Margieva O.I. Mekhanizmy razvitiya endotelial'noj disfunkcii i perspektivy korrekcii. [Mechanisms of endothelial dysfunction and prospects for correction.] Fundamental'nye issledovaniya [Basic research] 2014; (4-1): 198-204. (In Russ.)

38. Deanfield J., Donald A., Ferri C., Giannattasio C., Halcox J., Halligan S., Lerman A., Mancia G., Oliver J.J., Pessina A.C., Rizzoni D., Rossi G.P., Salvetti A., Schiffrin E.L., Taddei S., Webb D.J. Working Group on Endothelin and Endothelial Factors of the European Society of Hypertension. Endothelial function and dysfunction. Part I: Methodological issues for assessment in the different vascular beds: a statement by the Working Group on Endothelin and Endothelial Factors of the European Society of Hypertension. J. Hypertens. 2005; 23(1): 7-17. doi: 10.1097/00004872-200501000-00004

39. Chernova I.M., Loukianov M.M., Serdyuk S.E., Boytsov S.A. Osobennosti faktorov riska, mekhanizmov razvitiya, klinicheskogo techeniya i porazheniya organov-mishenej u bol'nyh arterial'noj gipertenziej molodogo vozrasta. [Features of the risk factors, mechanisms of development, clinical manifestations and target organ damage in young hypertensive patients.] Sistemnye gipertenzii [Systemic Hypertension] 2012; 9(3): 60-65. (In Russ.)

40. Reznik E.V., Nikitin I.G. Kardiorenal'nyj sindrom u bol'nyh s serdechnoj nedostatochnost'yu kak etap kardiorenal'nogo kontinuuma (Chast' I): opredelenie, klassifikaciya, patogenez, diagnostika, epidemiologiya (obzor literatury). [Cardiorenal syndrome in patients with chronic heart failure as a stage of the cardiorenal continuum (Part I): definition, classification, pathogenesis, diagnosis, epidemiology.] Arhiv vnutrennej mediciny [The Russian Archives of Internal Medicine] 2019; 9(1): 5-22, doi: 10.20514/2226-6704-2019-9-1-5-22 (In Russ.)

41. Popova L.A., Vaizova O.E. Sovremennye predstavleniya o sosudistom endotelii s pozicii obshchej teorii sistem. [Modern view of vascular endothelium in terms of general system theory.] Fundamental'nye issledovaniya [Fundamental research] 2012; 2-2: 328-332. (In Russ.)

42. Calon M., Menon K., Car A., et al. Additive and Synergistic Cardiovascular Disease Risk Factors and HIV Disease Markers' Effects on White Matter Microstructure in Virally Suppressed HIV. J Acquir Immune Defic Syndr. 2020; 84(5): 543-551, doi: 10.1097/QAI.0000000000002390

43. Kim A.E., Shustov E., Zaitseva I., Lemeschenko A. Patofiziologicheskie mekhanizmy neblagopriyatnogo vzaimodejstviya gipoksii i temperaturnyh faktorov v otnoshenii fizicheskoj rabotosposobnosti. [Pathophysiological mechanisms of adverse interactions of hypoxia and temperature factors in relation to physical working ability.] Patologicheskaya fiziologiya i eksperimental'naya terapiya [Pathological physiology and experimental therapy] 2022; 66(4): 94-106. doi: 0.25557/0031-2991.2022.04.94-106 (In Russ.)

44. Telnov V.I., Kabirova N.R., Okatenko P.V. Ocenka vliyaniya radiacionnyh i neradiacionnyh faktorov na kancerogennyj risk u potomkov (F1, deti) rabotnikov PO «Mayak», podvergshihsya prekonceptivnomu oblucheniyu. [Assessment of the effect of radiation and non-radiation factors on cancer risk in offspring (F1, Children) of Mayak PA workers exposed to preconception radiation.] Voprosy radiacionnoj bezopasnosti [Radiation safety issues] 2020; (1): 76-86. (In Russ.)

45. Benkov A.A., Nagornev S.N., Frolkov V.K., Gusakova E.V., Nagorneva M.S. Analiz mekhanizmov sinergicheskih effektov pri sochetannom primenenii fizioterapevticheskih faktorov. [Analysis of the mechanisms of synergistic effect in the combined use of physiotherapy factors.] Fizioterapevt [Physiotherapist] 2021; (6): 70-79. doi: 10.33920/med-14-2112-08 (In Russ.)

46. Benkov A.A., Nagornev S.N., Frolkov V.K., Gusakova E.V., Nagorneva M.S. Effekty odnokratnogo simul'tannogo vozdejstviya fizioterapevticheskih faktorov na stress-realizuyushchie i stress-limitiruyushchie sistemy organizma. [Effects of a single simultaneous effect of physiotherapeutic factors on stress-realizing and stress-limiting systems of the body.] Fizioterapevt [Physiotherapist] 2021; (3): 20-28. doi: 10.33920/med-14-2106-03 (In Russ.)

47. Ulashchik V.S. Sochetannaya fizioterapiya: obshchie svedeniya, vzaimodejstvie fizicheskih faktorov. [Combined physiotherapy: general information, interaction of physical factors]. Voprosy kurortologii, fizioterapii i lechebnoj fizicheskoj kul'tury [Questions of balneology, physiotherapy and physical therapy] 2016; 93(6): 4-11. (In Russ.)

48. Tarasova I.V. «Dirizhery» mezhkletochnykh vzaimodeystviy – tsitokiny. Chast' 1. [The «conductors» of intercellular interactions are cytokines. Part 1.] Allergologiya i immunologiya v pediatrii [Allergology and immunology in pediatrics] 2011; (1): 36-40. (In Russ.)

49. Cherepanov V. A., Aksenova T. V. Khimicheskaya kinetika: uchebnoye posobiye. [Chemical kinetics: textbook.] Yekaterinburg: UGMU, 2016. 132 p. (In Russ.)

50. Babaylov V.K., Lebedeva L.V., Zhuravka E.N. K probleme definicii gipotezy. [Problem of hypothesis definition]. Biznes Inform [Buisiness Inform] 2009; (1): 146. (In Ukrain.)