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Related Concept Videos

Blood Types02:20

Blood Types

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Human blood is classified into different types based on the presence of antigens on the red blood cell's surface and antibodies in the plasma. Proper identification of blood type is essential for successful blood transfusion. The International Society of Blood Transfusion has identified 38 human blood types based on the surface antigens on the red blood cells. The most common types are ABO, Rh, and MNS blood types.
ABO blood group
ABO antigens are glycoproteins encoded by genes present on...
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Rh Blood Group01:19

Rh Blood Group

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The Rhesus (Rh) antigen is crucial in determining blood groups and ensuring compatibility during blood transfusions.
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Blood Typing01:10

Blood Typing

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Understanding an individual's blood group is a critical component of transfusion medicine. It ensures compatibility in blood transfusions, organ transplants, and even during pregnancy. Determining these blood groups involves the ABO and Rh blood typing systems, utilizing specific antigens and corresponding anti-sera to identify an individual's blood type.
Antigens are protein molecules that reside on the surface of red blood cells (RBCs). The ABO and Rh blood typing systems target...
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Blood Transfusion01:15

Blood Transfusion

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Blood transfusion is a critical medical procedure that saves lives and treats various medical conditions. It involves transferring blood from a donor to a recipient. This process requires a thorough understanding of the ABO blood group system and its associated antigens and antibodies.
Blood Transfusion Overview
A blood transfusion is a medical procedure used to replace blood lost due to injury, surgery, or to treat conditions such as anemia or cancer. During a transfusion, donor blood is...
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HSADab: A comprehensive database for human serum albumin.

Lei Zheng1, Zhaoyi Zeng2, Yao Zhao3

  • 1NYU-ECNU Center for Computational Chemistry and Shanghai Frontiers Science Center of Artificial Intelligence and Deep Learning, NYU Shanghai, Shanghai 200062, China; Department of Chemistry, New York University, NY NY10003, USA.

International Journal of Biological Macromolecules
|July 31, 2024
PubMed
Summary

A new database, HSADab, consolidates Human Serum Albumin (HSA) interaction data from over 30,000 publications. This resource aids drug design and molecular modeling by providing reliable affinity and structural information for HSA.

Keywords:
Binding affinityCrystal structureDatabaseHuman serum albumin

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Area of Science:

  • Biochemistry
  • Pharmacology
  • Structural Biology

Background:

  • Human Serum Albumin (HSA) is vital for drug transport and efficacy.
  • Limited, inconsistent data on HSA interactions hinders drug development and molecular modeling.
  • Existing databases lack comprehensive, high-quality HSA binding data.

Purpose of the Study:

  • To create a comprehensive and reliable database of HSA interactions.
  • To support the development of accurate molecular modeling tools and machine learning predictors for HSA.
  • To improve the quality and accessibility of data for HSA-drug interactions.

Main Methods:

  • Systematic literature review of >30,000 publications (1987-2023).
  • Curated affinity data points (>5000) at multiple temperatures.
  • Collected structural data (>130 crystal structures), including apo and ligand-bound forms.

Main Results:

  • Established HSADab, a novel database resource (www.hsadab.cn).
  • HSADab contains over 5000 affinity data points and >130 crystal structures.
  • The database offers a reliable foundation for validating simulation protocols and developing ML models.

Conclusions:

  • HSADab provides a high-quality, centralized resource for HSA research.
  • The database facilitates validation of molecular simulation techniques and virtual screening.
  • HSADab supports the advancement of machine learning models for drug design and plasma protein binding prediction.