Integrated Harris Hawks optimization based classifier: An approach to cardiovascular disorder prediction

2021 ◽  
Author(s):  
M. Muthulakshmi ◽  
G. Kavitha
Keyword(s):  
Cardiovascular Disorder ◽  
Disorder Prediction

scholarly journals Protein Disorder Prediction

Structure ◽  
2003 ◽  
Vol 11 (11) ◽  
pp. 1453-1459 ◽  
Author(s):  
Rune Linding ◽  
Lars Juhl Jensen ◽  
Francesca Diella ◽  
Peer Bork ◽  
Toby J Gibson ◽  
...  
Keyword(s):  
Protein Disorder ◽  
Disorder Prediction ◽  
Protein Disorder Prediction

scholarly journals Subclinical Hypothyroidism in PCOS: Impact on Presentation, Insulin Resistance, and Cardiovascular Risk

2016 ◽  
Vol 2016 ◽  
pp. 1-7 ◽  
Author(s):  
Qun Yu ◽  
Jin-Bei Wang
Keyword(s):  
Cardiovascular Risk ◽  
Subclinical Hypothyroidism ◽  
Polycystic Ovarian Syndrome ◽  
Normal Population ◽  
Statistical Significance ◽  
Cardiovascular Disorder ◽  
Control Subjects ◽  
Increased Risk ◽  
Pcos Group ◽  
Ovarian Syndrome

Aim of Study. To assess status of thyroid function and thyroid disorders particularly subclinical hypothyroidism (SCH) in subjects with polycystic ovarian syndrome (PCOS) and impact of SCH on various clinical and biochemical parameters and cardiovascular risk in PCOS.Methods. Hundred females diagnosed with PCOS as per Rotterdam criteria and 100 normal controls were recruited and were subjected to elaborate anthropometric, clinical, and biochemical assessment.Results. Notable findings included significantly higher frequency of subjects with subclinical hypothyroidism (p=0.0002), autoimmune thyroiditis (p<0.001), and goitre (p=0.02) in polycystic ovarian syndrome subjects compared to control subjects. Further SCH PCOS subjects were found to harbor significantly higher HOMA-IR (p<0.05) and frequency of subjects with dyslipidemia (p<0.05) compared to both euthyroid PCOS and euthyroid control subjects. Though frequency of subjects with cardiovascular risk factors was higher in SCH PCOS group than euthyroid PCOS group, it failed to reach statistical significance.Conclusion. We concluded that PCOS is associated with high incidence of SCH and AIT compared to normal population and SCH poses increased risk of cardiovascular disorder in PCOS.

scholarly journals Considerations to Model Heart Disease in Women with Preeclampsia and Cardiovascular Disease

Cells ◽  
2021 ◽  
Vol 10 (4) ◽  
pp. 899
Author(s):  
Clara Liu Chung Ming ◽  
Kimberly Sesperez ◽  
Eitan Ben-Sefer ◽  
David Arpon ◽  
Kristine McGrath ◽  
...  
Keyword(s):  
Myocardial Infarction ◽  
Cardiovascular Disease ◽  
Ex Vivo ◽  
Myocardial Damage ◽  
Cardiovascular Disorder ◽  
Model Systems ◽  
Ex Vivo Model ◽  
Disease Manifestation

Preeclampsia is a multifactorial cardiovascular disorder diagnosed after 20 weeks of gestation, and is the leading cause of death for both mothers and babies in pregnancy. The pathophysiology remains poorly understood due to the variability and unpredictability of disease manifestation when studied in animal models. After preeclampsia, both mothers and offspring have a higher risk of cardiovascular disease (CVD), including myocardial infarction or heart attack and heart failure (HF). Myocardial infarction is an acute myocardial damage that can be treated through reperfusion; however, this therapeutic approach leads to ischemic/reperfusion injury (IRI), often leading to HF. In this review, we compared the current in vivo, in vitro and ex vivo model systems used to study preeclampsia, IRI and HF. Future studies aiming at evaluating CVD in preeclampsia patients could benefit from novel models that better mimic the complex scenario described in this article.

scholarly journals Improved Disorder Prediction by Combination of Orthogonal Approaches

PLoS ONE ◽  
2009 ◽  
Vol 4 (2) ◽  
pp. e4433 ◽  
Author(s):  
Avner Schlessinger ◽  
Marco Punta ◽  
Guy Yachdav ◽  
Laszlo Kajan ◽  
Burkhard Rost
Keyword(s):  
Disorder Prediction

An efficient distributed protein disorder prediction with pasted samples

2018 ◽  
Vol 65 ◽  
pp. 342-356 ◽  
Author(s):  
Denson Smith ◽  
Sumanth Yenduri ◽  
Sumaiya Iqbal ◽  
P. Venkata Krishna
Keyword(s):  
Protein Disorder ◽  
Disorder Prediction ◽  
Protein Disorder Prediction

scholarly journals Vascular Dysfunction in Preeclampsia

Cells ◽  
2021 ◽  
Vol 10 (11) ◽  
pp. 3055
Author(s):  
Megan A. Opichka ◽  
Matthew W. Rappelt ◽  
David D. Gutterman ◽  
Justin L. Grobe ◽  
Jennifer J. McIntosh
Keyword(s):  
Oxidative Stress ◽  
Molecular Mechanisms ◽  
Vascular Dysfunction ◽  
Treatment Options ◽  
Cardiovascular Disorder ◽  
Endothelial Damage ◽  
Spiral Artery ◽  
Mitochondrial Stress ◽  
Inflammatory State ◽  
Life Threatening

Preeclampsia is a life-threatening pregnancy-associated cardiovascular disorder characterized by hypertension and proteinuria at 20 weeks of gestation. Though its exact underlying cause is not precisely defined and likely heterogenous, a plethora of research indicates that in some women with preeclampsia, both maternal and placental vascular dysfunction plays a role in the pathogenesis and can persist into the postpartum period. Potential abnormalities include impaired placentation, incomplete spiral artery remodeling, and endothelial damage, which are further propagated by immune factors, mitochondrial stress, and an imbalance of pro- and antiangiogenic substances. While the field has progressed, current gaps in knowledge include detailed initial molecular mechanisms and effective treatment options. Newfound evidence indicates that vasopressin is an early mediator and biomarker of the disorder, and promising future therapeutic avenues include mitigating mitochondrial dysfunction, excess oxidative stress, and the resulting inflammatory state. In this review, we provide a detailed overview of vascular defects present during preeclampsia and connect well-established notions to newer discoveries at the molecular, cellular, and whole-organism levels.

scholarly journals Considerations to Model Heart Disease in Women with Preeclampsia and Cardiovascular Disease

2021 ◽  
Author(s):  
Clara Liu Chung Ming ◽  
Kimberly Sesperez ◽  
Eitan Ben-Sefer ◽  
David Arpon ◽  
Kristine McGrath ◽  
...  
Keyword(s):  
Myocardial Infarction ◽  
Cardiovascular Disease ◽  
Ex Vivo ◽  
Myocardial Damage ◽  
Cardiovascular Disorder ◽  
Model Systems ◽  
Ex Vivo Model ◽  
Disease Manifestation

Preeclampsia is a multifactorial cardiovascular disorder diagnosed after 20 weeks of gestation that is the leading cause of death for both mothers and babies in pregnancy. The pathophysiology remains poorly understood due to variability and unpredictability of disease manifestation when studied in animal models. After preeclampsia, both mothers and offspring have a higher risk of cardiovascular disease (CVD) including myocardial infarction or heart attack and heart failure (HF). Myocardial infarction is an acute myocardial damage that can be treated through reperfusion, however, that therapeutic approach leads to ischemic/reperfusion injury (IRI) often leading to HF. In this review, we compared the current in vivo, in vitro and ex vivo model systems used to study preeclampsia, IRI and HF. Future studies aiming at evaluating CVD in preeclampsia patients could benefit from novel models that better mimic the complex scenario described in this article.

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