Literature DB >> 19167410

Studying health histories of cancer: a new model connecting cancer incidence and survival.

Anatoli I Yashin1, Igor Akushevich, Konstantin Arbeev, Lucy Akushevich, Alexander Kulminski, Svetlana Ukraintseva.   

Abstract

The results of recent experimental and epidemiological studies provide evidence on the connection between carcinogenesis, cancer progression, and aging. Existing models, however, are traditionally focused only on one of these aspects of health deterioration. In this paper, we derive a new model of cancer, which describes the connection between the ages at disease onset, the duration of disease, and life span of respective individuals. The model combines ideas used in the two hits model of carcinogenesis with those used in the Le Bras multistate model of aging with constant transition intensities. The model is used in the joint analyses of the US demographic mortality data and SEER data for selected cancers. The results show that the developed approach is capable of explaining links among health history data and provides useful insights on mechanisms of cancer occurrence, disease progression, other aging-related changes, and mortality. Further developments of this model are discussed.

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Year:  2009        PMID: 19167410      PMCID: PMC2692256          DOI: 10.1016/j.mbs.2008.12.007

Source DB:  PubMed          Journal:  Math Biosci        ISSN: 0025-5564            Impact factor:   2.144


  25 in total

1.  Insights on aging and exceptional longevity from longitudinal data: novel findings from the Framingham Heart Study.

Authors:  Anatoli I Yashin; Igor V Akushevich; Konstantin G Arbeev; Lucy Akushevich; Svetlana V Ukraintseva; Aliaksandr Kulminski
Journal:  Age (Dordr)       Date:  2006-12

2.  Modelling lung tumour risk in radon-exposed uranium miners using generalizations of the two-mutation model of Moolgavkar, Venzon and Knudson.

Authors:  Mark P Little; R G E Haylock; C R Muirhead
Journal:  Int J Radiat Biol       Date:  2002-01       Impact factor: 2.694

Review 3.  Cancer in rodents: does it tell us about cancer in humans?

Authors:  Vladimir N Anisimov; Svetlana V Ukraintseva; Anatoly I Yashin
Journal:  Nat Rev Cancer       Date:  2005-10       Impact factor: 60.716

Review 4.  From exposure to effect: a comparison of modeling approaches to chemical carcinogenesis.

Authors:  I M van Leeuwen; C Zonneveld
Journal:  Mutat Res       Date:  2001-10       Impact factor: 2.433

5.  Trade-off between cancer and aging: what role do other diseases play? Evidence from experimental and human population studies.

Authors:  Anatoli I Yashin; Svetlana V Ukraintseva; Igor V Akushevich; Konstantin G Arbeev; Alexander Kulminski; Lucy Akushevich
Journal:  Mech Ageing Dev       Date:  2008-03-25       Impact factor: 5.432

6.  Mutation and cancer: statistical study of retinoblastoma.

Authors:  A G Knudson
Journal:  Proc Natl Acad Sci U S A       Date:  1971-04       Impact factor: 11.205

Review 7.  Cancer and aging: yin, yang, and p53.

Authors:  Judith Campisi
Journal:  Sci Aging Knowledge Environ       Date:  2002-01-09

8.  Cumulative index of health deficiencies as a characteristic of long life.

Authors:  Alexander M Kulminski; Svetlana V Ukraintseva; Igor V Akushevich; Konstantin G Arbeev; Anatoli I Yashin
Journal:  J Am Geriatr Soc       Date:  2007-06       Impact factor: 5.562

Review 9.  Puzzles, promises and a cure for ageing.

Authors:  Jan Vijg; Judith Campisi
Journal:  Nature       Date:  2008-08-28       Impact factor: 49.962

10.  A two-stage theory of carcinogenesis in relation to the age distribution of human cancer.

Authors:  P ARMITAGE; R DOLL
Journal:  Br J Cancer       Date:  1957-06       Impact factor: 7.640

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  3 in total

1.  Age patterns of incidence of geriatric disease in the U.S. elderly population: Medicare-based analysis.

Authors:  Igor Akushevich; Julia Kravchenko; Svetlana Ukraintseva; Konstantin Arbeev; Anatoliy I Yashin
Journal:  J Am Geriatr Soc       Date:  2012-01-27       Impact factor: 5.562

2.  Circulatory Diseases in the U.S. Elderly in the Linked National Long-Term Care Survey-Medicare Database: Population-Based Analysis of Incidence, Comorbidity, and Disability.

Authors:  Igor Akushevich; Julia Kravchenko; Svetlana Ukraintseva; Konstantin Arbeev; Anatoli I Yashin
Journal:  Res Aging       Date:  2012-06-11

3.  Evaluating the number of stages in development of squamous cell and adenocarcinomas across cancer sites using human population-based cancer modeling.

Authors:  Julia Kravchenko; Igor Akushevich; Amy P Abernethy; H Kim Lyerly
Journal:  PLoS One       Date:  2012-05-22       Impact factor: 3.240

  3 in total

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