Navigation Links
New lung cancer study takes page from Google's playbook
Date:3/25/2013

SAN DIEGO - The same sort of mathematical model used to predict which websites people are most apt to visit is now showing promise in helping map how lung cancer spreads in the human body, according to a new study published in the journal Cancer Research.

A team of researchers used an algorithm similar to the Google PageRank and to the Viterbi Algorithm for digital communication to analyze the spread patterns of lung cancer. The team includes experts from the University of Southern California (USC), Scripps Clinic, The Scripps Research Institute, University of California, San Diego Moores Cancer Center and Memorial Sloan-Kettering in New York.

"This research demonstrates how similar the Internet is to a living organism," said USC Viterbi School of Engineering Professor Paul Newton, Ph.D., the lead and corresponding author of the study. "The same types of tools that help us understand the spread of information through the web can help us understand the spread of cancer through the human body."

Employing a sophisticated system of mathematical equations known as a Markov chain model, the research team guided by USC applied mathematicians found that metastatic lung cancer does not progress in a single direction from primary tumor site to distant locations, which has been the traditional medical view. Instead, they found that cancer cell movement around the body likely occurs in more than one direction at a time.

Researchers also learned that the first site to which the cells spread plays a key role in the progression of the disease. The study showed that some parts of the body serve as "sponges" that are relatively unlikely to further spread lung cancer cells to other areas of the body. The study identified other areas as "spreaders" for lung cancer cells.

The study revealed that for lung cancer, the main spreaders are the adrenal gland and kidney, whereas the main sponges are the regional lymph nodes, liver and bone.

The study applied the advanced math model to data from human autopsy reports of 163 lung cancer patients in the New England area, from 1914 to 1943. This time period was targeted because it predates the use of radiation and chemotherapy, providing researchers a clear view of how cancer progresses if left untreated. Among the 163 patients, researchers charted the advancement patterns of 619 different metastases to 27 distinct body sites.

The study's findings could potentially impact clinical care by helping guide physicians to targeted treatment options, designed to curtail the spread of lung cancer. For example, if the cancer is found to have moved to a known spreader location, imaging tests and interventions can be quickly considered for focused treatment before the cells may be more widely dispersed. Further study is needed in this area.

Keeping tabs on cancer's movement in the body is vital to patient care. While a primary cancer tumor (confined to a single location) is often not fatal, a patient's prognosis can worsen if the cancer metastasizes that is, flakes off and travels to other parts of the body to form new tumors.

The study is part of a relatively new movement to involve physical sciences in oncology research. Mathematics probability models that interpret data from specific patient populations offer a new alternative to the established approach of relying on broader clinical trends to predict where, and how fast, cancer will spread.


'/>"/>

Contact: Robert Perkins
perkinsr@usc.edu
213-740-9226
University of Southern California
Source:Eurekalert

Related biology news :

1. Tortoise and the hare: New drug stops rushing cancer cells, slow and steady healthy cells unharmed
2. Embryonic development protein active in cancer growth
3. BRG1 mutations confer resistance to hormones in lung cancer
4. Genetic variation in East Asians found to explain resistance to cancer drugs
5. Beyond the microscope: Identifying specific cancers using molecular analysis
6. Marshall University study may lead to new treatments for prostate cancer
7. Salk scientists open new window into how cancers override cellular growth controls
8. Penn research points to new way of preserving fertility for boys undergoing cancer treatment
9. Genetic abnormality offers diagnostic hope for childrens cancer
10. Protein jailbreak helps breast cancer cells live
11. Breast cancer risk gene discovery fast tracked by new technology
Post Your Comments:
*Name:
*Comment:
*Email:
(Date:5/16/2017)... DALLAS , May 16, 2017   ... for health organizations, and MD EMR Systems ... certified development partner for GE, have established a ... Patient Portal product and the GE Centricity™ products, ... Centricity EMR. These new integrations ...
(Date:4/17/2017)... , April 17, 2017 NXT-ID, Inc. ... company, announces the filing of its 2016 Annual Report on Form ... Exchange Commission. ... Form 10-K is available in the Investor Relations section of the ... on the SEC,s website at http://www.sec.gov . 2016 ...
(Date:4/11/2017)... , April 11, 2017 No two ... researchers at the New York University Tandon School ... Engineering have found that partial similarities between prints ... used in mobile phones and other electronic devices ... The vulnerability lies in the fact that ...
Breaking Biology News(10 mins):
(Date:5/24/2017)... As Ebola resurfaces in the Democratic ... suspected cases now reported, a new analysis of the Ebola ... correlation between the 2014 and 2017 outbreaks of the disease.  ... 2012-13, which preceded the 2014 outbreak. An analysis of the ... counts in 2014-15, which again precedes the current outbreak in ...
(Date:5/23/2017)... , ... May 22, 2017 , ... ... in a row in the Aragon Research Globe™ for Corporate Learning, 2017. , ... industry direction and market demand, and effectively perform against those strategies. NetDimensions’ ranking ...
(Date:5/23/2017)... (PRWEB) , ... May 23, 2017 , ... Bacterial biofilms, ... polymeric molecules, can cause diverse pathologies ranging from food poisoning and catheter infections to ... biofilms is in the tens of billions of dollars per year, there is currently ...
(Date:5/22/2017)... ... 2017 , ... Cancer diagnostics and pathology workflow solution provider ... Association for Pathology Informatics Annual Summit at the Wyndham Grand Hotel ... Diagnostic Cockpit and Consultation Portal, Inspirata will present research it led to help ...
Breaking Biology Technology: