Invariant characteristics of carcinogenesis

Simon Sherman, Nirosha Rathnayake, Tengiz Mdzinarishvili

Research output: Contribution to journalArticle

Abstract

Carcinogenic modeling is aimed at mathematical descriptions of cancer development in aging. In this work, we assumed that a small fraction of individuals in the population is susceptible to cancer, while the rest of the population is resistant to cancer. For individuals susceptible to cancer we adopted methods of conditional survival analyses. We performed computational experiments using data on pancreatic, stomach, gallbladder, colon and rectum, liver, and esophagus cancers from the gastrointestinal system collected for men and women in the SEER registries during 1975-2009. In these experiments, we estimated the time period effects, the birth cohort effects, the age effects and the population (unconditional) cancer hazard rates. We also estimated the individual cancer presentation rates and the individual cancer resistance rates, which are, correspondingly, the hazard and survival rates conditioned on the susceptibility to cancer. The performed experiments showed that for men and women, patterns of the age effects, the individual cancer presentation rates and the individual cancer resistance rates are: (i) intrinsic for each cancer subtype, (ii) invariant to the place of living of the individuals diagnosed with cancer, and (iii) well adjusted for the modifiable variables averaged at a given time period. Such specificity and invariability of the age effects, the individual cancer presentation rates and the individual cancer resistance rates suggest that these carcinogenic characteristics can be useful for predictive carcinogenic studies by methods of inferential statistics and for the development of novel strategies for cancer prevention.

Original languageEnglish (US)
Article numbere0140405
JournalPloS one
Volume10
Issue number10
DOIs
StatePublished - Oct 14 2015

Fingerprint

carcinogenesis
Carcinogenesis
neoplasms
Hazards
Neoplasms
Experiments
Liver
Aging of materials
Statistics
Population
esophageal neoplasms
Cohort Effect
liver neoplasms
gall bladder
rectum
Liver Neoplasms
Esophageal Neoplasms
Rectal Neoplasms
Survival Analysis
Gallbladder

ASJC Scopus subject areas

  • Biochemistry, Genetics and Molecular Biology(all)
  • Agricultural and Biological Sciences(all)
  • General

Cite this

Sherman, S., Rathnayake, N., & Mdzinarishvili, T. (2015). Invariant characteristics of carcinogenesis. PloS one, 10(10), [e0140405]. https://doi.org/10.1371/journal.pone.0140405

Invariant characteristics of carcinogenesis. / Sherman, Simon; Rathnayake, Nirosha; Mdzinarishvili, Tengiz.

In: PloS one, Vol. 10, No. 10, e0140405, 14.10.2015.

Research output: Contribution to journalArticle

Sherman, S, Rathnayake, N & Mdzinarishvili, T 2015, 'Invariant characteristics of carcinogenesis', PloS one, vol. 10, no. 10, e0140405. https://doi.org/10.1371/journal.pone.0140405
Sherman, Simon ; Rathnayake, Nirosha ; Mdzinarishvili, Tengiz. / Invariant characteristics of carcinogenesis. In: PloS one. 2015 ; Vol. 10, No. 10.
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