Cargando…

The Impact of the Association between Cancer and Diabetes Mellitus on Mortality

The prevalence of cancer, diabetes mellitus (DM), and hypertension is increasing in ageing populations. We analyzed the association of DM with cancer and its effects on cancer mortality. The data of 2009–2018 from the Korea National Hospital Discharge In-depth Injury Survey were used; 169,959 adults...

Descripción completa

Detalles Bibliográficos
Autores principales: Kim, Sung-Soo, Kim, Hun-Sung
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9322980/
https://www.ncbi.nlm.nih.gov/pubmed/35887596
http://dx.doi.org/10.3390/jpm12071099
_version_ 1784756437419819008
author Kim, Sung-Soo
Kim, Hun-Sung
author_facet Kim, Sung-Soo
Kim, Hun-Sung
author_sort Kim, Sung-Soo
collection PubMed
description The prevalence of cancer, diabetes mellitus (DM), and hypertension is increasing in ageing populations. We analyzed the association of DM with cancer and its effects on cancer mortality. The data of 2009–2018 from the Korea National Hospital Discharge In-depth Injury Survey were used; 169,959 adults with cancer as the main diagnosis were identified. The association rule for unsupervised machine learning was used. Association rule mining was used to analyze the association between the diseases. Logistic regression was performed to determine the effects of DM on cancer mortality. DM prevalence was 12.9%. Cancers with high DM prevalence were pancreatic (29.9%), bile duct (22.7%), liver (21.4%), gallbladder (15.5%), and lung cancers (15.4%). Cancers with high hypertension prevalence were bile duct (31.4%), ureter (30.5%), kidney (29.5%), pancreatic (28.1%), and bladder cancers (27.5%). The bidirectional association between DM and hypertension in cancer was the strongest (lift = 2.629, interest support [IS] scale = 0.426), followed by that between lung cancer and hypertension (lift = 1.280, IS scale = 0.204), liver cancer and DM (lift = 1.658, IS scale = 0.204), hypertension and liver cancer and DM (lift = 3.363, IS scale = 0.197), colorectal cancer and hypertension (lift = 1.133, IS scale = 0.180), and gastric cancer and hypertension (lift = 1.072, IS scale = 0.175). DM increased liver cancer mortality (p = 0.000), while hypertension significantly increased the mortality rate of stomach, colorectal, liver, and lung cancers. Our study confirmed the association between cancer and DM. Consequently, a patient management strategy with presumptive diagnostic ability for DM and hypertension is required to decrease cancer mortality rates.
format Online
Article
Text
id pubmed-9322980
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-93229802022-07-27 The Impact of the Association between Cancer and Diabetes Mellitus on Mortality Kim, Sung-Soo Kim, Hun-Sung J Pers Med Article The prevalence of cancer, diabetes mellitus (DM), and hypertension is increasing in ageing populations. We analyzed the association of DM with cancer and its effects on cancer mortality. The data of 2009–2018 from the Korea National Hospital Discharge In-depth Injury Survey were used; 169,959 adults with cancer as the main diagnosis were identified. The association rule for unsupervised machine learning was used. Association rule mining was used to analyze the association between the diseases. Logistic regression was performed to determine the effects of DM on cancer mortality. DM prevalence was 12.9%. Cancers with high DM prevalence were pancreatic (29.9%), bile duct (22.7%), liver (21.4%), gallbladder (15.5%), and lung cancers (15.4%). Cancers with high hypertension prevalence were bile duct (31.4%), ureter (30.5%), kidney (29.5%), pancreatic (28.1%), and bladder cancers (27.5%). The bidirectional association between DM and hypertension in cancer was the strongest (lift = 2.629, interest support [IS] scale = 0.426), followed by that between lung cancer and hypertension (lift = 1.280, IS scale = 0.204), liver cancer and DM (lift = 1.658, IS scale = 0.204), hypertension and liver cancer and DM (lift = 3.363, IS scale = 0.197), colorectal cancer and hypertension (lift = 1.133, IS scale = 0.180), and gastric cancer and hypertension (lift = 1.072, IS scale = 0.175). DM increased liver cancer mortality (p = 0.000), while hypertension significantly increased the mortality rate of stomach, colorectal, liver, and lung cancers. Our study confirmed the association between cancer and DM. Consequently, a patient management strategy with presumptive diagnostic ability for DM and hypertension is required to decrease cancer mortality rates. MDPI 2022-07-01 /pmc/articles/PMC9322980/ /pubmed/35887596 http://dx.doi.org/10.3390/jpm12071099 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Kim, Sung-Soo
Kim, Hun-Sung
The Impact of the Association between Cancer and Diabetes Mellitus on Mortality
title The Impact of the Association between Cancer and Diabetes Mellitus on Mortality
title_full The Impact of the Association between Cancer and Diabetes Mellitus on Mortality
title_fullStr The Impact of the Association between Cancer and Diabetes Mellitus on Mortality
title_full_unstemmed The Impact of the Association between Cancer and Diabetes Mellitus on Mortality
title_short The Impact of the Association between Cancer and Diabetes Mellitus on Mortality
title_sort impact of the association between cancer and diabetes mellitus on mortality
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9322980/
https://www.ncbi.nlm.nih.gov/pubmed/35887596
http://dx.doi.org/10.3390/jpm12071099
work_keys_str_mv AT kimsungsoo theimpactoftheassociationbetweencanceranddiabetesmellitusonmortality
AT kimhunsung theimpactoftheassociationbetweencanceranddiabetesmellitusonmortality
AT kimsungsoo impactoftheassociationbetweencanceranddiabetesmellitusonmortality
AT kimhunsung impactoftheassociationbetweencanceranddiabetesmellitusonmortality