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Author Spotlight: Modeling an Aspect of Preeclampsia in Female Mice Using Hypoxic Human Placenta-Derived Small Extracellular Vesicles
Published on: January 26, 2024
Electronegativity and intrinsic disorder of preeclampsia-related proteins
Carlos Polanco1, Jorge Alberto Castañón-González2, Vladimir N Uversky3,4
1Department of Mathematics, Faculty of Sciences, Universidad Nacional Autonoma de México. México City, México.
Insights
Preeclampsia proteins share characteristics with lipoproteins and angiogenesis proteins, suggesting a link between these conditions. Many preeclampsia proteins exhibit functional intrinsic disorder, offering new research avenues.
Area of Science:
- Biochemistry
- Computational Biology
- Genomics
Background:
- Preeclampsia, hemorrhage, and infection are primary causes of maternal mortality in developing nations.
- Understanding the molecular basis of preeclampsia is crucial for improving maternal health outcomes.
Purpose of the Study:
- To investigate the intrinsic disorder and origin of proteins associated with preeclampsia.
- To explore the functional implications of intrinsic disorder in preeclampsia pathogenesis.
Main Methods:
- Utilized computational tools including the Polarity Index Method (PIM) for protein origin assessment.
- Employed disorder predictors (PONDR family, CH-plot, CDF), MobiDB, D2P2, ANCHOR, and STRING for disorder analysis and network construction.
- Compared preeclampsia protein profiles with lipoproteins, antimicrobial peptides, and angiogenesis proteins.
Main Results:
- Identified significant intrinsic disorder in many preeclampsia-related proteins.
- Demonstrated a strong correlation between preeclampsia proteins, lipoproteins, and angiogenesis proteins.
- Characterized the origin and functional disorder of preeclampsia proteins using bioinformatics approaches.
Conclusions:
- Preeclampsia-related proteins are significantly associated with the lipoprotein group.
- Functional disordered regions within preeclampsia proteins play a key role in the condition.
- Bioinformatic analysis provides novel insights into preeclampsia etiology and potential therapeutic targets.
Abstract:
Preeclampsia, hemorrhage, and infection are the leading causes of maternal death in underdeveloped countries. Since several proteins associated with preeclampsia are known, we conducted a computational study which evaluated the commonness and potential functionality of intrinsic disorder of these proteins and also made an attempt to characterize their origin. The origin of the preeclampsia-related proteins was assessed with a supervised technique, a Polarity Index Method (PIM), which evaluates the electronegativity of proteins based solely on their sequence. The commonness of intrinsic disorder was evaluated using several disorder predictors from the PONDR family, the charge-hydropathy plot (CH-plot) and cumulative distribution function (CDF) analyses, and using the MobiDB web-based tool, whereas potential functionality of intrinsic disorder was studied with the D2P2 resource and ANCHOR predictor of disorder-based binding sites, and the STRING tool was used to build the interactivity networks of the preeclampsia-related proteins. Peculiarities of the PIM-derived polar profile of the group of preeclampsia-related proteins were then compared with profiles of a group of lipoproteins, antimicrobial peptides, angiogenesis-related proteins, and the intrinsically disordered proteins. Our results showed a high graphical correlation between preeclampsia proteins, lipoproteins, and the angiogenesis proteins. We also showed that many preeclampsia-related proteins contain numerous functional disordered regions. Therefore, these bioinformatics results led us to assume that the preeclampsia proteins are highly associated with the lipoproteins group, and that some preeclampsia-related proteins contain significant amounts of functional disorders.
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