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Related Concept Videos

Mouse Models of Cancer Study02:43

Mouse Models of Cancer Study

Mice have long served as models for studying human biology and pathology because of their phylogenetic and physiological similarity with humans. They are also easy to maintain and breed in the laboratory, and hence, many inbred strains are now available for research. Studies on mice have contributed immeasurably to our understanding of cancer biology.
The development of transgenic, knockout, and knock-in mice has led to an exponential increase in their use as model organisms in research,...
Mouse Models of Cancer Study02:43

Mouse Models of Cancer Study

Mice have long served as models for studying human biology and pathology because of their phylogenetic and physiological similarity with humans. They are also easy to maintain and breed in the laboratory, and hence, many inbred strains are now available for research. Studies on mice have contributed immeasurably to our understanding of cancer biology.
The development of transgenic, knockout, and knock-in mice has led to an exponential increase in their use as model organisms in research,...
Adaptive Mechanisms in Cancer Cells02:53

Adaptive Mechanisms in Cancer Cells

Cancer cells accumulate genetic changes at an abnormally rapid rate due to the defects in the DNA repair mechanisms. From an evolutionary perspective, such genetic instability is advantageous for cancer development. Mutant cell lines accumulate a series of beneficial mutations that contribute to their progression into cancer.
Some of the advantages that cancer cells have on normal cells include - enhanced ability to divide without terminally differentiating, induce new blood vessel formation,...
Adaptive Mechanisms in Cancer Cells02:53

Adaptive Mechanisms in Cancer Cells

Cancer cells accumulate genetic changes at an abnormally rapid rate due to the defects in the DNA repair mechanisms. From an evolutionary perspective, such genetic instability is advantageous for cancer development. Mutant cell lines accumulate a series of beneficial mutations that contribute to their progression into cancer.
Some of the advantages that cancer cells have on normal cells include - enhanced ability to divide without terminally differentiating, induce new blood vessel formation,...
Pharmacodynamic Models: Overview01:27

Pharmacodynamic Models: Overview

Pharmacodynamic (PD) responses describe the interaction between a drug and its biological target, culminating in a physiological effect. These responses can be classified into different types: continuous variables, such as blood glucose levels; categorical outcomes, like survival rates; and time-to-event metrics, such as disease progression. Understanding and modeling PD responses are critical for optimizing drug efficacy and safety.PD models describe the relationship between drug concentration...
Cancer Survival Analysis01:21

Cancer Survival Analysis

Cancer survival analysis focuses on quantifying and interpreting the time from a key starting point, such as diagnosis or the initiation of treatment, to a specific endpoint, such as remission or death. This analysis provides critical insights into treatment effectiveness and factors that influence patient outcomes, helping to shape clinical decisions and guide prognostic evaluations. A cornerstone of oncology research, survival analysis tackles the challenges of skewed, non-normally...

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Systems modeling in integrative oncology.

Brian D Lawenda1, Sanford A Friedenthal, Stephen M Sagar

  • 121st Century Oncology, Las Vegas, NV 89109, USA. blawenda@rtsx.com

Integrative Cancer Therapies
|June 14, 2011
PubMed
Summary
This summary is machine-generated.

The Integrative Oncology Systems Model (IOSM) offers a unified approach to analyze cancer data. This systems modeling framework evaluates interventions and behavior changes impacting cancer progression and patient outcomes.

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Area of Science:

  • Systems biology
  • Computational oncology
  • Health informatics

Background:

  • Systems modeling integrates diverse data for comprehensive analysis.
  • Understanding cancer requires analyzing multidisciplinary factors.

Purpose of the Study:

  • Introduce the Integrative Oncology Systems Model (IOSM).
  • Assess the impact of interventions and behavior modification on cancer.
  • Evaluate effects on survival and quality of life.

Main Methods:

  • Utilizing a systems modeling framework.
  • Integrating multidisciplinary data streams.
  • Standardized data analysis for cancer research.

Main Results:

  • The IOSM facilitates assessment of therapeutic interventions.
  • Behavior modification impacts on cancer progression can be evaluated.
  • The model links interventions to survival and quality of life outcomes.

Conclusions:

  • The IOSM provides an integrated approach to oncology systems modeling.
  • This model aids in predicting outcomes of interventions and behavior changes.
  • IOSM supports personalized medicine and treatment optimization.