THE COMPLEX OF INFORMATIVE IMMUNOLOGICAL PARAMETERS FOR BREAST CANCER OUTCOME PROGNOSIS
Prognosis of disease outcome is important procedure for cancer patients treatment. The article presents the problem of elicitation of breast cancer prognosis criteria from immunological data as parameters complex.The aim is to identify necessary and sufficient amount of immunological parameters for...
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Siberian State Medical University (Tomsk)
2015-06-01
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doaj-b2763d946f384ae49e118d5962de89f02021-07-29T08:38:01ZengSiberian State Medical University (Tomsk)Bûlleten' Sibirskoj Mediciny1682-03631819-36842015-06-01143303410.20538/1682-0363-2015-3-30-34166THE COMPLEX OF INFORMATIVE IMMUNOLOGICAL PARAMETERS FOR BREAST CANCER OUTCOME PROGNOSISM. N. Stakheyeva0A. P. Serykh1S. I. Karas2E. A. Perina3Tomsk Саnсеr Rеsеаrсh lnstitute, TomskNational Research Tomsk State University, TomskSiberian State Medical University, TomskSiberian State Medical University, TomskPrognosis of disease outcome is important procedure for cancer patients treatment. The article presents the problem of elicitation of breast cancer prognosis criteria from immunological data as parameters complex.The aim is to identify necessary and sufficient amount of immunological parameters for accurate classification of breast cancer patients with various outcomes – clinical remission and hematogenous metastases.Material and methods. 36 immunological parameters were studied in 197 breast cancer patients T1–4N0–3M0. The “next neighbor” algorithm was used for identification of informative parameters. Detection of informative parameters complex was carried out by using ADD and DEL methods.Results. Two sets of informative immunological parameters were detected. The ADD method elicited parameters related to T-cell immunity, DEL – to humoral response.Conclusions. The complex of 17–19 immunological parameters characterizing different elements of immune system is necessary for accurate classification of breast cancer patients with different outcomes (presence/absence of hematogenous metastases).https://bulletin.tomsk.ru/jour/article/view/168prognosis criteriabreast cancerimmune systeminformation value |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
M. N. Stakheyeva A. P. Serykh S. I. Karas E. A. Perina |
spellingShingle |
M. N. Stakheyeva A. P. Serykh S. I. Karas E. A. Perina THE COMPLEX OF INFORMATIVE IMMUNOLOGICAL PARAMETERS FOR BREAST CANCER OUTCOME PROGNOSIS Bûlleten' Sibirskoj Mediciny prognosis criteria breast cancer immune system information value |
author_facet |
M. N. Stakheyeva A. P. Serykh S. I. Karas E. A. Perina |
author_sort |
M. N. Stakheyeva |
title |
THE COMPLEX OF INFORMATIVE IMMUNOLOGICAL PARAMETERS FOR BREAST CANCER OUTCOME PROGNOSIS |
title_short |
THE COMPLEX OF INFORMATIVE IMMUNOLOGICAL PARAMETERS FOR BREAST CANCER OUTCOME PROGNOSIS |
title_full |
THE COMPLEX OF INFORMATIVE IMMUNOLOGICAL PARAMETERS FOR BREAST CANCER OUTCOME PROGNOSIS |
title_fullStr |
THE COMPLEX OF INFORMATIVE IMMUNOLOGICAL PARAMETERS FOR BREAST CANCER OUTCOME PROGNOSIS |
title_full_unstemmed |
THE COMPLEX OF INFORMATIVE IMMUNOLOGICAL PARAMETERS FOR BREAST CANCER OUTCOME PROGNOSIS |
title_sort |
complex of informative immunological parameters for breast cancer outcome prognosis |
publisher |
Siberian State Medical University (Tomsk) |
series |
Bûlleten' Sibirskoj Mediciny |
issn |
1682-0363 1819-3684 |
publishDate |
2015-06-01 |
description |
Prognosis of disease outcome is important procedure for cancer patients treatment. The article presents the problem of elicitation of breast cancer prognosis criteria from immunological data as parameters complex.The aim is to identify necessary and sufficient amount of immunological parameters for accurate classification of breast cancer patients with various outcomes – clinical remission and hematogenous metastases.Material and methods. 36 immunological parameters were studied in 197 breast cancer patients T1–4N0–3M0. The “next neighbor” algorithm was used for identification of informative parameters. Detection of informative parameters complex was carried out by using ADD and DEL methods.Results. Two sets of informative immunological parameters were detected. The ADD method elicited parameters related to T-cell immunity, DEL – to humoral response.Conclusions. The complex of 17–19 immunological parameters characterizing different elements of immune system is necessary for accurate classification of breast cancer patients with different outcomes (presence/absence of hematogenous metastases). |
topic |
prognosis criteria breast cancer immune system information value |
url |
https://bulletin.tomsk.ru/jour/article/view/168 |
work_keys_str_mv |
AT mnstakheyeva thecomplexofinformativeimmunologicalparametersforbreastcanceroutcomeprognosis AT apserykh thecomplexofinformativeimmunologicalparametersforbreastcanceroutcomeprognosis AT sikaras thecomplexofinformativeimmunologicalparametersforbreastcanceroutcomeprognosis AT eaperina thecomplexofinformativeimmunologicalparametersforbreastcanceroutcomeprognosis AT mnstakheyeva complexofinformativeimmunologicalparametersforbreastcanceroutcomeprognosis AT apserykh complexofinformativeimmunologicalparametersforbreastcanceroutcomeprognosis AT sikaras complexofinformativeimmunologicalparametersforbreastcanceroutcomeprognosis AT eaperina complexofinformativeimmunologicalparametersforbreastcanceroutcomeprognosis |
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