Prognosis of nasopharyngeal carcinoma : body mass index, plasma Epstein-Barr virus DNA and oral microbiome
Author: Du, Yun
Date: 2023-06-20
Location: Lecture Hall Atrium, Nobels väg 12B, Karolinska Institutet, Solna
Time: 14.00.
Department: Inst för medicinsk epidemiologi och biostatistik / Dept of Medical Epidemiology and Biostatistics
View/ Open:
Thesis (1.618Mb)
Abstract
Nasopharyngeal carcinoma (NPC) has a geographically skewed distribution worldwide, with high
incidence rates in East and Southeast Asia. Although hospital-based studies suggest that the
development of new radiotherapy techniques has contributed to improved NPC prognosis, populationbased
research on NPC patient survival is lacking. In addition, potential environmental prognostic
factors for NPC, including body mass index (BMI) and body shape, pretreatment plasma Epstein-Barr
virus (EBV) DNA, and oral microbiome, are not yet well understood. Therefore, this thesis aims to
characterize population-based NPC survival patterns and identify prognostic factors for NPC in a
population-based context in southern China.
In Paper I, we aimed to estimate population-based NPC survival in an unbiased manner by implementing a tracing strategy to ensure a high follow-up rate in a representative cohort of NPC patients. We also aimed to compare this estimate with survival results from other studies in endemic areas, and to calculate the number of avoidable deaths from earlier detection or more widespread access to advanced medical care. Based on patients with incident NPC enrolled in the populationbased NPC Genes, Environment, and EBV (NPCGEE) project, we developed a passive-active-passive circle follow-up strategy that achieved a high rate (98.3%) of complete follow-up for vital status through 2018. We estimated that 5-year overall survival for NPC diagnosed at stages I, II, III, IVa, IVb, and IVc was 91.1%, 88.1%, 79.8%, 63.8%, 57.7%, and 34.4%, respectively. In general, we found that population-based NPC survival lags by approximately 10 years behind survival reported in large hospital-based cohorts. We estimated that 174 NPC deaths per 1000 patients could be avoided within five years of diagnosis if all advanced-stage cases were instead diagnosed at early stages.
In Paper II, we examined whether pretreatment BMI and body shape were associated with the prognosis of NPC, using the NPC patient cohort from the NPCGEE project. We found that being overweight at diagnosis, was associated with a 25% lower all-cause mortality rate whereas those with a thinner body shape had a higher all-cause mortality rate, than those with a normal weight/body shape. When we examined associations with BMI and body shape 10 years before diagnosis, similar but weaker associations existed, but for BMI and body shape at age 20 years, the associations with NPC prognosis disappeared. The lack of effect modification by stage at diagnosis, along with the detection of similar associations with BMI and body shape 10 years before diagnosis, suggests that the results were not primarily due to reverse causation.
In Paper III, we assessed the relationship between pretreatment plasma EBV DNA and NPC survival, using the NPC patient cohort from the NPCGEE project. We found that higher pretreatment plasma EBV DNA load was associated with increased risks of all-cause and NPC-specific mortalities, particularly in the first five years after diagnosis; cases with detectable plasma EBV DNA (compared with undetectable) had more than double the risk of all-cause and NPC-specific death. Higher pretreatment EBV DNA levels may reflect a greater tumor burden, and may signal a need for more intensive chemotherapy and/or heightened clinical surveillance.
In Paper IV, we estimated associations of oral microbiome with NPC prognosis, using a subcohort of patients with saliva specimens from the NPCGEE project. We showed that lower within-community diversity was associated with higher all-cause and NPC-specific mortalities, and some (albeit not all) measures of between-community diversity were also associated with all-cause and NPC-specific mortalities. None of candidate bacteria were found to be significant prognostic biomarkers, suggesting that the observed associations resulted from global patterns rather than specific microbiota. These results indicate that microbiota may affect host immune function or contribute to the development of adverse treatment effects that in turn influence NPC prognosis.
In conclusion, using a population-based patient cohort of NPCGEE project in southern China, we estimated generalizable 5-year survival rates and investigated potential environmental prognostic factors. We found that population-based NPC survival lags behind large-hospital-based survival; overweight at diagnosis indicated a favorable long-term prognosis, whereas a thinner body shape at diagnosis is associated with worse prognosis; pretreatment plasma EBV DNA is a strong prognostic factor for NPC; and decreased within-community diversity in oral microbiome is related to increased mortality. Taken together, these findings constitute some of the first population-based evidence on NPC prognosis in southern China, and point to potential routes to improving NPC management and long-term outcomes in this NPC-endemic region.
In Paper I, we aimed to estimate population-based NPC survival in an unbiased manner by implementing a tracing strategy to ensure a high follow-up rate in a representative cohort of NPC patients. We also aimed to compare this estimate with survival results from other studies in endemic areas, and to calculate the number of avoidable deaths from earlier detection or more widespread access to advanced medical care. Based on patients with incident NPC enrolled in the populationbased NPC Genes, Environment, and EBV (NPCGEE) project, we developed a passive-active-passive circle follow-up strategy that achieved a high rate (98.3%) of complete follow-up for vital status through 2018. We estimated that 5-year overall survival for NPC diagnosed at stages I, II, III, IVa, IVb, and IVc was 91.1%, 88.1%, 79.8%, 63.8%, 57.7%, and 34.4%, respectively. In general, we found that population-based NPC survival lags by approximately 10 years behind survival reported in large hospital-based cohorts. We estimated that 174 NPC deaths per 1000 patients could be avoided within five years of diagnosis if all advanced-stage cases were instead diagnosed at early stages.
In Paper II, we examined whether pretreatment BMI and body shape were associated with the prognosis of NPC, using the NPC patient cohort from the NPCGEE project. We found that being overweight at diagnosis, was associated with a 25% lower all-cause mortality rate whereas those with a thinner body shape had a higher all-cause mortality rate, than those with a normal weight/body shape. When we examined associations with BMI and body shape 10 years before diagnosis, similar but weaker associations existed, but for BMI and body shape at age 20 years, the associations with NPC prognosis disappeared. The lack of effect modification by stage at diagnosis, along with the detection of similar associations with BMI and body shape 10 years before diagnosis, suggests that the results were not primarily due to reverse causation.
In Paper III, we assessed the relationship between pretreatment plasma EBV DNA and NPC survival, using the NPC patient cohort from the NPCGEE project. We found that higher pretreatment plasma EBV DNA load was associated with increased risks of all-cause and NPC-specific mortalities, particularly in the first five years after diagnosis; cases with detectable plasma EBV DNA (compared with undetectable) had more than double the risk of all-cause and NPC-specific death. Higher pretreatment EBV DNA levels may reflect a greater tumor burden, and may signal a need for more intensive chemotherapy and/or heightened clinical surveillance.
In Paper IV, we estimated associations of oral microbiome with NPC prognosis, using a subcohort of patients with saliva specimens from the NPCGEE project. We showed that lower within-community diversity was associated with higher all-cause and NPC-specific mortalities, and some (albeit not all) measures of between-community diversity were also associated with all-cause and NPC-specific mortalities. None of candidate bacteria were found to be significant prognostic biomarkers, suggesting that the observed associations resulted from global patterns rather than specific microbiota. These results indicate that microbiota may affect host immune function or contribute to the development of adverse treatment effects that in turn influence NPC prognosis.
In conclusion, using a population-based patient cohort of NPCGEE project in southern China, we estimated generalizable 5-year survival rates and investigated potential environmental prognostic factors. We found that population-based NPC survival lags behind large-hospital-based survival; overweight at diagnosis indicated a favorable long-term prognosis, whereas a thinner body shape at diagnosis is associated with worse prognosis; pretreatment plasma EBV DNA is a strong prognostic factor for NPC; and decreased within-community diversity in oral microbiome is related to increased mortality. Taken together, these findings constitute some of the first population-based evidence on NPC prognosis in southern China, and point to potential routes to improving NPC management and long-term outcomes in this NPC-endemic region.
List of papers:
I. Du Y*, Feng R*, Chang E T, Yin L, Huang T, Li Y, Zhou X, Huang Y, Zhou F, Su C, Xiao X, Jia W, Zheng Y, Adami H-O, Zeng Y, Cai Y, Zhang Z, Xu M, Ye W. Population-based nasopharyngeal carcinoma survival study in southern China. * Equal contribution. [Manuscript]
II. Du Y*, Feng R*, Chang E T, Yin L, Huang T, Li Y, Zhou X, Huang Y, Zhou F, Su C, Xiao X, Jia W, Zheng Y, Adami H-O, Zeng Y, Cai Y, Zhang Z, Xu M, Ye W. Body mass index and body shape before treatment and nasopharyngeal carcinoma prognosis: a population-based patient cohort study in southern China. International Journal of Cancer. 2023 March; 1153(2):290-301. * Equal contribution.
Fulltext (DOI)
Pubmed
View record in Web of Science®
III. Du Y*, Feng R*, Chen Y, Chang E T, Yin L, Huang T, Huang Y, Li Y, Zhou X, Zhou F, Su C, Xiao X, Jia W, Zheng Y, Adami H-O, Zeng Y, Cai Y, Xu M, Zhang Z, Ye W. Pre-treatment plasma EBV DNA and nasopharyngeal carcinoma prognosis: a prospective population-based cohort study in southern China. * Equal contribution. [Manuscript]
IV. Du Y*, Feng R*, Chang E. T*, Debelius J. W, Yin L, Xu M, Huang T, Zhou X, Xiao X, Li Y, Liao J, Zheng Y, Huang G, Adami H-O, Zhang Z, Cai Y, Ye W. Influence of pre-treatment saliva microbial diversity and composition on nasopharyngeal carcinoma Prognosis. Frontiers in Cellular and Infection Microbiology. 2022 March; 12:831409. * Equal contribution.
Fulltext (DOI)
Pubmed
View record in Web of Science®
I. Du Y*, Feng R*, Chang E T, Yin L, Huang T, Li Y, Zhou X, Huang Y, Zhou F, Su C, Xiao X, Jia W, Zheng Y, Adami H-O, Zeng Y, Cai Y, Zhang Z, Xu M, Ye W. Population-based nasopharyngeal carcinoma survival study in southern China. * Equal contribution. [Manuscript]
II. Du Y*, Feng R*, Chang E T, Yin L, Huang T, Li Y, Zhou X, Huang Y, Zhou F, Su C, Xiao X, Jia W, Zheng Y, Adami H-O, Zeng Y, Cai Y, Zhang Z, Xu M, Ye W. Body mass index and body shape before treatment and nasopharyngeal carcinoma prognosis: a population-based patient cohort study in southern China. International Journal of Cancer. 2023 March; 1153(2):290-301. * Equal contribution.
Fulltext (DOI)
Pubmed
View record in Web of Science®
III. Du Y*, Feng R*, Chen Y, Chang E T, Yin L, Huang T, Huang Y, Li Y, Zhou X, Zhou F, Su C, Xiao X, Jia W, Zheng Y, Adami H-O, Zeng Y, Cai Y, Xu M, Zhang Z, Ye W. Pre-treatment plasma EBV DNA and nasopharyngeal carcinoma prognosis: a prospective population-based cohort study in southern China. * Equal contribution. [Manuscript]
IV. Du Y*, Feng R*, Chang E. T*, Debelius J. W, Yin L, Xu M, Huang T, Zhou X, Xiao X, Li Y, Liao J, Zheng Y, Huang G, Adami H-O, Zhang Z, Cai Y, Ye W. Influence of pre-treatment saliva microbial diversity and composition on nasopharyngeal carcinoma Prognosis. Frontiers in Cellular and Infection Microbiology. 2022 March; 12:831409. * Equal contribution.
Fulltext (DOI)
Pubmed
View record in Web of Science®
Institution: Karolinska Institutet
Supervisor: Ye, Weimin
Co-supervisor: Yin, Li; Nilsson, Magnus; Sohrabi, Amir
Issue date: 2023-05-29
Rights:
Publication year: 2023
ISBN: 978-91-8017-044-4
Statistics
Total Visits
Views | |
---|---|
Prognosis ... | 542 |
Total Visits Per Month
November 2023 | December 2023 | January 2024 | February 2024 | March 2024 | April 2024 | May 2024 | |
---|---|---|---|---|---|---|---|
Prognosis ... | 29 | 35 | 43 | 21 | 34 | 19 | 6 |
File Visits
Views | |
---|---|
Thesis_Yun_Du.pdf | 178 |
Top country views
Views | |
---|---|
Sweden | 112 |
Ireland | 95 |
United Kingdom | 56 |
United States | 55 |
China | 38 |
Germany | 16 |
Hong Kong | 15 |
Malaysia | 11 |
Indonesia | 10 |
South Korea | 9 |
Top cities views
Views | |
---|---|
Dublin | 86 |
Stockholm | 24 |
Sundbyberg | 14 |
Central | 11 |
Huddinge | 11 |
Kuala Lumpur | 11 |
Malmo | 9 |
Ashburn | 6 |
Solna | 6 |
Jakarta | 5 |