Spatial and temporal analyses of Cervical Cancer patients in upper Northern Thailand

© Asian Pacific Organization for Cancer Prevention. Background: Cervical cancer is a major public health problem worldwide. There have been several studies indicating that risk is associated with geographic location and that the incidence of cervical cancer has changed over time. In Thailand, incide...

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Main Authors: Natthapat Thongsak, Imjai Chitapanarux, Prapaporn Suprasert, Sukon Prasitwattanaseree, Walaithip Bunyatisai, Patumrat Sripan, Patrinee Traisathit
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Published: 2018
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http://cmuir.cmu.ac.th/jspui/handle/6653943832/55125
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Institution: Chiang Mai University
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spelling th-cmuir.6653943832-551252018-09-05T03:07:50Z Spatial and temporal analyses of Cervical Cancer patients in upper Northern Thailand Natthapat Thongsak Imjai Chitapanarux Prapaporn Suprasert Sukon Prasitwattanaseree Walaithip Bunyatisai Patumrat Sripan Patrinee Traisathit Biochemistry, Genetics and Molecular Biology Medicine © Asian Pacific Organization for Cancer Prevention. Background: Cervical cancer is a major public health problem worldwide. There have been several studies indicating that risk is associated with geographic location and that the incidence of cervical cancer has changed over time. In Thailand, incidence rates have also been found to be different in each region. Methods: Participants were women living or having lived in upper Northern Thailand and subjected to cervical screening at Maharaj Nakorn Chiang Mai Hospital between January 2010 and December 2014. Generalized additive models with Loess smooth curve fitting were applied to estimate the risk of cervical cancer. For the spatial analysis, Google Maps were employed to find the geographical locations of the participants' addresses. The Quantum Geographic Information System was used to make a map of cervical cancer risk. Two univariate smooths: x equal to the residency duration was used in the temporal analysis of residency duration, and x equal to the calendar year that participants moved to upper Northern Thailand or birth year for participants already living there, were used in the temporal analysis of the earliest year. The spatial-temporal analysis was conducted in the same way as the spatial analysis except that the data were split into overlapping calendar years. Results: In the spatial analysis, the risk of cervical cancer was shown to be highest in the Eastern sector of upper Northern Thailand (p-value < 0.001). In the temporal analysis of residency duration, the risk was shown to be steadily increasing (p-value =0.008), and in the temporal analysis of the earliest year, the risk was observed to be steadily decreasing (p-value=0.016). In the spatial-temporal analysis, the risk was stably higher in Chiang Rai and Nan provinces compared to Chiang Mai province. According to the display movement over time, the odds of developing cervical cancer declined in all provinces. Conclusions: The risk of cervical cancer has decreased over time but, in some areas, there is a higher risk than in the major province of Chiang Mai. Therefore, we should promote cervical cancer screening coverage in all areas, especially where access is difficult and/or to women of lower socioeconomic status. 2018-09-05T02:52:05Z 2018-09-05T02:52:05Z 2016-11-01 Journal 2476762X 15137368 2-s2.0-85045248887 10.22034/APJCP.2016.17.11.5011 https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85045248887&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/55125
institution Chiang Mai University
building Chiang Mai University Library
country Thailand
collection CMU Intellectual Repository
topic Biochemistry, Genetics and Molecular Biology
Medicine
spellingShingle Biochemistry, Genetics and Molecular Biology
Medicine
Natthapat Thongsak
Imjai Chitapanarux
Prapaporn Suprasert
Sukon Prasitwattanaseree
Walaithip Bunyatisai
Patumrat Sripan
Patrinee Traisathit
Spatial and temporal analyses of Cervical Cancer patients in upper Northern Thailand
description © Asian Pacific Organization for Cancer Prevention. Background: Cervical cancer is a major public health problem worldwide. There have been several studies indicating that risk is associated with geographic location and that the incidence of cervical cancer has changed over time. In Thailand, incidence rates have also been found to be different in each region. Methods: Participants were women living or having lived in upper Northern Thailand and subjected to cervical screening at Maharaj Nakorn Chiang Mai Hospital between January 2010 and December 2014. Generalized additive models with Loess smooth curve fitting were applied to estimate the risk of cervical cancer. For the spatial analysis, Google Maps were employed to find the geographical locations of the participants' addresses. The Quantum Geographic Information System was used to make a map of cervical cancer risk. Two univariate smooths: x equal to the residency duration was used in the temporal analysis of residency duration, and x equal to the calendar year that participants moved to upper Northern Thailand or birth year for participants already living there, were used in the temporal analysis of the earliest year. The spatial-temporal analysis was conducted in the same way as the spatial analysis except that the data were split into overlapping calendar years. Results: In the spatial analysis, the risk of cervical cancer was shown to be highest in the Eastern sector of upper Northern Thailand (p-value < 0.001). In the temporal analysis of residency duration, the risk was shown to be steadily increasing (p-value =0.008), and in the temporal analysis of the earliest year, the risk was observed to be steadily decreasing (p-value=0.016). In the spatial-temporal analysis, the risk was stably higher in Chiang Rai and Nan provinces compared to Chiang Mai province. According to the display movement over time, the odds of developing cervical cancer declined in all provinces. Conclusions: The risk of cervical cancer has decreased over time but, in some areas, there is a higher risk than in the major province of Chiang Mai. Therefore, we should promote cervical cancer screening coverage in all areas, especially where access is difficult and/or to women of lower socioeconomic status.
format Journal
author Natthapat Thongsak
Imjai Chitapanarux
Prapaporn Suprasert
Sukon Prasitwattanaseree
Walaithip Bunyatisai
Patumrat Sripan
Patrinee Traisathit
author_facet Natthapat Thongsak
Imjai Chitapanarux
Prapaporn Suprasert
Sukon Prasitwattanaseree
Walaithip Bunyatisai
Patumrat Sripan
Patrinee Traisathit
author_sort Natthapat Thongsak
title Spatial and temporal analyses of Cervical Cancer patients in upper Northern Thailand
title_short Spatial and temporal analyses of Cervical Cancer patients in upper Northern Thailand
title_full Spatial and temporal analyses of Cervical Cancer patients in upper Northern Thailand
title_fullStr Spatial and temporal analyses of Cervical Cancer patients in upper Northern Thailand
title_full_unstemmed Spatial and temporal analyses of Cervical Cancer patients in upper Northern Thailand
title_sort spatial and temporal analyses of cervical cancer patients in upper northern thailand
publishDate 2018
url https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85045248887&origin=inward
http://cmuir.cmu.ac.th/jspui/handle/6653943832/55125
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