Multivariate Joint Analysis of Blood Pressure Measurements and Time to Remission: A Case Study of Hypertensive Patients Receiving Treatment at Jimma University Medical Center.

Jiregna Abebe Akasa, Sisay Wondaya, Shiferaw Befikadu
Author Information
  1. Jiregna Abebe Akasa: Department of Statistics, College of Natural and Computational Sciences, Dambi Dollo University, Dambi Dollo, Ethiopia. ORCID
  2. Sisay Wondaya: Department of Statistics, College of Natural Sciences, Jimma University, Jimma, Ethiopia.
  3. Shiferaw Befikadu: Department of Statistics, College of Natural Sciences, Jimma University, Jimma, Ethiopia.

Abstract

BACKGROUND: Hypertension (HTN) elevates blood pressure (BP) in the arteries. It is defined as systolic BP (SBP)>140 mm Hg and/or diastolic BP (DBP)>90 mm Hg. This study aimed to identify determinant risk factors of longitudinal change of SBP and DBP with time to first remission of hypertensive patients. A retrospective cohort study.
METHODS: A descriptive and inferential analysis was employed to explore the determinant risk factors, and a multivariate joint model was applied to test the significant association of the possible risk factors.
RESULTS: Of all 369 patients, 235 (63.7%) had first remission with a median survival time of five months. The patients demonstrated shorter first remission time when they had no history of comorbidity, resided in urban areas, took a combination of drugs, and were younger. Similarly, residence, age, treatment, history of diabetes mellitus (DM), history of stroke, and observation time were determinant risk factors of SBP. On the other hand, age, treatment, history of DM, chronic kidney diseases, and observation time were identified as determinant risk factors of DBP. The result revealed a strong positive association between changes in SBP and DBP (=0.9923). In addition, a significant association was observed between the value of SBP and time to first remission (γ_1=-0.0693, HR=0.993).
CONCLUSION: Having good follow-ups, receiving control of comorbidity, and taking a combination of drugs show several opportunities for decreasing BP. Consequently, this compels patients to experience the first remission early.

Keywords

References

  1. BMC Cardiovasc Disord. 2020 Mar 11;20(1):129 [PMID: 32160859]
  2. Circ Res. 2021 Apr 2;128(7):808-826 [PMID: 33793340]
  3. Ethiop J Health Sci. 2011 Aug;21(Suppl 1):19-27 [PMID: 22435005]
  4. Hypertension. 2007 Jan;49(1):69-75 [PMID: 17159087]
  5. Biometrics. 2006 Jun;62(2):424-31 [PMID: 16918906]
  6. J Hum Hypertens. 2006 Feb;20(2):109-15 [PMID: 16195706]
  7. J Hypertens. 2016 Aug;34(8):1648-53 [PMID: 27270188]
  8. Int J Gen Med. 2013 Apr 26;6:317-22 [PMID: 23641157]
  9. Int J Chronic Dis. 2020 Apr 11;2020:8020129 [PMID: 32328504]
  10. Hypertens Res. 2020 Dec;43(12):1344-1351 [PMID: 32636526]
  11. Int J Gen Med. 2015 May 06;8:175-85 [PMID: 26005357]
  12. PLoS One. 2018 May 9;13(5):e0194819 [PMID: 29742131]
  13. Stat Med. 2015 Jun 30;34(14):2181-95 [PMID: 24634327]
  14. Hypertension. 2006 Mar;47(3):403-9 [PMID: 16432042]
  15. JAMA Cardiol. 2020 Mar 1;5(3):19-26 [PMID: 31940010]
  16. Biometrics. 1996 Sep;52(3):874-85 [PMID: 8924576]
  17. Vasc Health Risk Manag. 2023 Sep 20;19:621-635 [PMID: 37753512]
  18. J Clin Hypertens (Greenwich). 2011 Mar;13(3):146-54 [PMID: 21366845]
  19. J Immigr Minor Health. 2013 Feb;15(1):43-8 [PMID: 21959712]
  20. BMC Public Health. 2014 Sep 02;14:903 [PMID: 25178313]
  21. PLoS One. 2023 Feb 16;18(2):e0281782 [PMID: 36795795]
  22. PLoS One. 2012;7(3):e32638 [PMID: 22427857]
  23. PLoS One. 2014 Nov 21;9(11):e112790 [PMID: 25415321]
  24. BMC Med Res Methodol. 2016 Sep 07;16(1):117 [PMID: 27604810]
  25. BMC Res Notes. 2017 Dec 8;10(1):722 [PMID: 29221495]
  26. Diabetol Metab Syndr. 2010 Jun 24;2(1):44 [PMID: 20576135]
  27. Sci Rep. 2021 Aug 3;11(1):15731 [PMID: 34344914]
  28. PLoS One. 2022 Dec 16;17(12):e0279245 [PMID: 36525442]

MeSH Term

Humans
Hypertension
Male
Female
Middle Aged
Retrospective Studies
Risk Factors
Blood Pressure
Antihypertensive Agents
Aged
Multivariate Analysis
Adult
Blood Pressure Determination
Academic Medical Centers
Time Factors
Remission Induction
Comorbidity

Chemicals

Antihypertensive Agents

Word Cloud

Created with Highcharts 10.0.0timeSBPriskfactorsfirstremissionBPDBPdeterminantpatientshistoryassociationbloodpressuremmHgdiastolicstudychangesignificantcomorbiditycombinationdrugsagetreatmentDMobservationBACKGROUND:HypertensionHTNelevatesarteriesdefinedsystolic>140and/or>90aimedidentifylongitudinalhypertensiveretrospectivecohortMETHODS:descriptiveinferentialanalysisemployedexploremultivariatejointmodelappliedtestpossibleRESULTS:369235637%mediansurvivalfivemonthsdemonstratedshorterresidedurbanareastookyoungerSimilarlyresidencediabetesmellitusstrokehandchronickidneydiseasesidentifiedresultrevealedstrongpositivechanges=09923additionobservedvalueγ_1=-00693HR=0993CONCLUSION:goodfollow-upsreceivingcontroltakingshowseveralopportunitiesdecreasingConsequentlycompelsexperienceearlyMultivariateJointAnalysisBloodPressureMeasurementsTimeRemission:CaseStudyHypertensivePatientsReceivingTreatmentJimmaUniversityMedicalCenterEthiopiaLongitudinalRemissionSystolic

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