Cross-Regional Transcriptome Data Reveal Transcriptional Abnormalities Associated with Lung Adenocarcinoma.
Lung cancer is the leading cause of cancer-related deaths worldwide, yet there has been little attention given to the correlation between the cancer transcriptome and the incidence and mortality of lung cancer across different geographic regions. To analyze this correlation, we screened the transcriptome datasets of stage I lung adenocarcinoma (LAC) patients from the Lung Cancer Explorer and examined their correlation with the age-standardized incidence rate (ASIR), age-standardized mortality rate (ASMR), and mortality-to-incidence ratio (MIR). The expression difference rates (DRs) of certain genes (SPARCL1, SRPX, PMP22, MSR1, BST1, AKAP12, MAOB, vimentin, serglycin, ILK, ESD, transgelin, NCOA1, and PLPP1) were significantly negatively correlated with the ASIR of female LAC. Additionally, the DR of KRT19 was significantly positively correlated with the ASIR of female LAC. Furthermore, the DRs of COL10A1, SMAD7, COL3A1, and AQP1 were significantly positively correlated with the ASMR and MIR of female LAC, while the DR of KRT15 was significantly negatively correlated with the ASMR and MIR of female LAC. In male LAC patients, the DR of RGS2 was significantly negatively correlated with the ASIR, while the DRs of SPARCL1, COX7A1, IL3RA, and ADH1B were significantly positively correlated with the ASMR and MIR. Additionally, the DR of AIMP2 was significantly negatively correlated with the ASMR and MIR. Our findings suggest that the expression levels of serglycin, ILK, ESD, and PLPD1 may play a significant role in the development of LAC. This information can be valuable for identifying potential treatment targets for lung cancer.
- Preprint Article
- 10.1158/1055-9965.22438699.v1
- Mar 31, 2023
<p>Supplementary Table S1. Leading causes of death among females worldwide, 2012 Number of deaths for top ten causes of death among females worldwide Supplementary Table S2. Leading causes of death among females by world region, 2012 Number of deaths for top ten causes of death among females by world region Supplementary Table S3. Estimated number of new cancer cases and deaths among females by world area, 2012 Number of cancer cases and deaths for all cancer sites combined among females by world region Supplementary Figure S1. Female breast cancer incidence and mortality rates, age-standardized rate (world), 2012 Two world maps: age-standardized breast cancer incidence rates among females and age-standardized breast cancer mortality rates among females Supplementary Figure S2. Female breast cancer incidence trends, age-standardized rate (world), select countries, 1973-2012 Observed age-standardized female breast cancer incidence rates, select countries, all ages, 1973-2012 Supplementary Figure S3. Female breast cancer survivors diagnosed in last five years (through 2012 or latest available) World map: number of breast cancer survivors diagnosed within the last five years, per 100,000 population Supplementary Figure S4. Cervical cancer incidence and mortality rates, age-standardized rate (world), 2012 Two world maps: age-standardized cervical cancer incidence rates and age-standardized cervical cancer mortality rates Supplementary Figure S5. Prevalence (%) of cervical HPV infection among women by region, all types combined, 1995-2009 World map of HPV prevalence (%) among women by world region Supplementary Table S6. Cervical cancer incidence trends, age-standardized rate (world), select countries, 1975-2007 Observed age-standardized cervical cancer incidence rates with a five-year moving average, select countries, all ages, 1975-2007 Supplementary Figure S7. Cervical cancer survivors diagnosed in last five years (through 2012 or latest available) World map: number of cervical cancer survivors diagnosed within the last five years, per 100,000 population Supplementary Figure S8. Uterine corpus cancer incidence and mortality rates, females, age-standardized rate (world), 2012 Two world maps: age-standardized uterine corpus cancer incidence rates and age-standardized uterine corpus cancer mortality rates Supplementary Figure S9. Uterine corpus cancer mortality trends, age-standardized rate (world), select countries, 1990-2014 Observed age-standardized uterine corpus cancer mortality rates with a five-year moving average, select countries, all ages, 1990-2014 Supplementary Figure S10. Ovarian cancer incidence and mortality rates, females, age-standardized rate (world), 2012 Two world maps: age-standardized ovarian cancer incidence rates and age-standardized ovarian cancer mortality rates Supplementary Figure S11. Ovarian cancer mortality trends, age-standardized rate (world), select countries, 1980-2014 Observed age-standardized ovarian cancer mortality rates with a five-year moving average, select countries, all ages, 1980-2014 Supplementary Figure S12. Colorectal cancer incidence and mortality rates, females, age-standardized rate (world), 2012 Two world maps: age-standardized liver cancer incidence rates among females and age-standardized liver cancer mortality rates among females Supplementary Figure S13. Colorectal cancer incidence trends, females, select countries, 1980-2014 Observed age-standardized colorectal cancer incidence rates among females with a five-year moving average, select countries, all ages, 1980-2014 Supplementary Figure S14. Colorectal cancer mortality trends, females, age-standardized rate (world), select countries, 1975-2014 Observed age-standardized colorectal cancer mortality rates among females with a five-year moving average, select countries, all ages, 1975-2014 Supplementary Figure S15. Lung cancer incidence and mortality rates, females, age-standardized rate (world), 2012 Two world maps: age-standardized lung cancer incidence rates among females and age-standardized lung cancer mortality rates among females Supplementary Figure S16. Population using solid fuels for heating and/or cooking, 2013 World map: percent of the population using solid fuels by country Supplementary Figure S17. Adult female smoking prevalence, age 15+ years, 2013 World map: percent of adult females (age 15+ years) who smoke by country, 2013 Supplementary Figure S18. Female youth smoking prevalence, age 13-15 years, 2011 or latest available data World map: percent of female youth (age 13-15 years) who smoke by country, 2011 or latest available data Supplementary Figure S19. Liver cancer incidence and mortality rates, females, age-standardized rate (world), 2012 Two world maps: age-standardized liver cancer incidence rates among females and age-standardized liver cancer mortality rates among females Supplementary Figure S20. Hepatitis B virus prevalence, both sexes, from systematic review of studies 1957-2013 World map of HBV prevalence (%) among both sexes combined by country Supplementary Figure S21. Estimated hepatitis C virus prevalence, both sexes, 2005 World map of HCV prevalence (%) among both sexes combined by country Supplementary Figure S22. Liver cancer mortality trends, females, age-standardized rate (world), select countries, 1995-2014 Observed age-standardized liver cancer mortality rates among females with a five-year moving average, select countries, all ages, 1995-2014</p>
- Preprint Article
- 10.1158/1055-9965.22438699
- Mar 31, 2023
<p>Supplementary Table S1. Leading causes of death among females worldwide, 2012 Number of deaths for top ten causes of death among females worldwide Supplementary Table S2. Leading causes of death among females by world region, 2012 Number of deaths for top ten causes of death among females by world region Supplementary Table S3. Estimated number of new cancer cases and deaths among females by world area, 2012 Number of cancer cases and deaths for all cancer sites combined among females by world region Supplementary Figure S1. Female breast cancer incidence and mortality rates, age-standardized rate (world), 2012 Two world maps: age-standardized breast cancer incidence rates among females and age-standardized breast cancer mortality rates among females Supplementary Figure S2. Female breast cancer incidence trends, age-standardized rate (world), select countries, 1973-2012 Observed age-standardized female breast cancer incidence rates, select countries, all ages, 1973-2012 Supplementary Figure S3. Female breast cancer survivors diagnosed in last five years (through 2012 or latest available) World map: number of breast cancer survivors diagnosed within the last five years, per 100,000 population Supplementary Figure S4. Cervical cancer incidence and mortality rates, age-standardized rate (world), 2012 Two world maps: age-standardized cervical cancer incidence rates and age-standardized cervical cancer mortality rates Supplementary Figure S5. Prevalence (%) of cervical HPV infection among women by region, all types combined, 1995-2009 World map of HPV prevalence (%) among women by world region Supplementary Table S6. Cervical cancer incidence trends, age-standardized rate (world), select countries, 1975-2007 Observed age-standardized cervical cancer incidence rates with a five-year moving average, select countries, all ages, 1975-2007 Supplementary Figure S7. Cervical cancer survivors diagnosed in last five years (through 2012 or latest available) World map: number of cervical cancer survivors diagnosed within the last five years, per 100,000 population Supplementary Figure S8. Uterine corpus cancer incidence and mortality rates, females, age-standardized rate (world), 2012 Two world maps: age-standardized uterine corpus cancer incidence rates and age-standardized uterine corpus cancer mortality rates Supplementary Figure S9. Uterine corpus cancer mortality trends, age-standardized rate (world), select countries, 1990-2014 Observed age-standardized uterine corpus cancer mortality rates with a five-year moving average, select countries, all ages, 1990-2014 Supplementary Figure S10. Ovarian cancer incidence and mortality rates, females, age-standardized rate (world), 2012 Two world maps: age-standardized ovarian cancer incidence rates and age-standardized ovarian cancer mortality rates Supplementary Figure S11. Ovarian cancer mortality trends, age-standardized rate (world), select countries, 1980-2014 Observed age-standardized ovarian cancer mortality rates with a five-year moving average, select countries, all ages, 1980-2014 Supplementary Figure S12. Colorectal cancer incidence and mortality rates, females, age-standardized rate (world), 2012 Two world maps: age-standardized liver cancer incidence rates among females and age-standardized liver cancer mortality rates among females Supplementary Figure S13. Colorectal cancer incidence trends, females, select countries, 1980-2014 Observed age-standardized colorectal cancer incidence rates among females with a five-year moving average, select countries, all ages, 1980-2014 Supplementary Figure S14. Colorectal cancer mortality trends, females, age-standardized rate (world), select countries, 1975-2014 Observed age-standardized colorectal cancer mortality rates among females with a five-year moving average, select countries, all ages, 1975-2014 Supplementary Figure S15. Lung cancer incidence and mortality rates, females, age-standardized rate (world), 2012 Two world maps: age-standardized lung cancer incidence rates among females and age-standardized lung cancer mortality rates among females Supplementary Figure S16. Population using solid fuels for heating and/or cooking, 2013 World map: percent of the population using solid fuels by country Supplementary Figure S17. Adult female smoking prevalence, age 15+ years, 2013 World map: percent of adult females (age 15+ years) who smoke by country, 2013 Supplementary Figure S18. Female youth smoking prevalence, age 13-15 years, 2011 or latest available data World map: percent of female youth (age 13-15 years) who smoke by country, 2011 or latest available data Supplementary Figure S19. Liver cancer incidence and mortality rates, females, age-standardized rate (world), 2012 Two world maps: age-standardized liver cancer incidence rates among females and age-standardized liver cancer mortality rates among females Supplementary Figure S20. Hepatitis B virus prevalence, both sexes, from systematic review of studies 1957-2013 World map of HBV prevalence (%) among both sexes combined by country Supplementary Figure S21. Estimated hepatitis C virus prevalence, both sexes, 2005 World map of HCV prevalence (%) among both sexes combined by country Supplementary Figure S22. Liver cancer mortality trends, females, age-standardized rate (world), select countries, 1995-2014 Observed age-standardized liver cancer mortality rates among females with a five-year moving average, select countries, all ages, 1995-2014</p>
- Preprint Article
- 10.1158/1055-9965.22438696.v1
- Mar 31, 2023
<p>Supplementary Table S1. Leading causes of death among females worldwide, 2012 Number of deaths for top ten causes of death among females worldwide Supplementary Table S2. Leading causes of death among females by world region, 2012 Number of deaths for top ten causes of death among females by world region Supplementary Table S3. Estimated number of new cancer cases and deaths among females by world area, 2012 Number of cancer cases and deaths for all cancer sites combined among females by world region Supplementary Figure S1. Female breast cancer incidence and mortality rates, age-standardized rate (world), 2012 Two world maps: age-standardized breast cancer incidence rates among females and age-standardized breast cancer mortality rates among females Supplementary Figure S2. Female breast cancer incidence trends, age-standardized rate (world), select countries, 1973-2012 Observed age-standardized female breast cancer incidence rates, select countries, all ages, 1973-2012 Supplementary Figure S3. Female breast cancer survivors diagnosed in last five years (through 2012 or latest available) World map: number of breast cancer survivors diagnosed within the last five years, per 100,000 population Supplementary Figure S4. Cervical cancer incidence and mortality rates, age-standardized rate (world), 2012 Two world maps: age-standardized cervical cancer incidence rates and age-standardized cervical cancer mortality rates Supplementary Figure S5. Prevalence (%) of cervical HPV infection among women by region, all types combined, 1995-2009 World map of HPV prevalence (%) among women by world region Supplementary Table S6. Cervical cancer incidence trends, age-standardized rate (world), select countries, 1975-2007 Observed age-standardized cervical cancer incidence rates with a five-year moving average, select countries, all ages, 1975-2007 Supplementary Figure S7. Cervical cancer survivors diagnosed in last five years (through 2012 or latest available) World map: number of cervical cancer survivors diagnosed within the last five years, per 100,000 population Supplementary Figure S8. Uterine corpus cancer incidence and mortality rates, females, age-standardized rate (world), 2012 Two world maps: age-standardized uterine corpus cancer incidence rates and age-standardized uterine corpus cancer mortality rates Supplementary Figure S9. Uterine corpus cancer mortality trends, age-standardized rate (world), select countries, 1990-2014 Observed age-standardized uterine corpus cancer mortality rates with a five-year moving average, select countries, all ages, 1990-2014 Supplementary Figure S10. Ovarian cancer incidence and mortality rates, females, age-standardized rate (world), 2012 Two world maps: age-standardized ovarian cancer incidence rates and age-standardized ovarian cancer mortality rates Supplementary Figure S11. Ovarian cancer mortality trends, age-standardized rate (world), select countries, 1980-2014 Observed age-standardized ovarian cancer mortality rates with a five-year moving average, select countries, all ages, 1980-2014 Supplementary Figure S12. Colorectal cancer incidence and mortality rates, females, age-standardized rate (world), 2012 Two world maps: age-standardized liver cancer incidence rates among females and age-standardized liver cancer mortality rates among females Supplementary Figure S13. Colorectal cancer incidence trends, females, select countries, 1980-2014 Observed age-standardized colorectal cancer incidence rates among females with a five-year moving average, select countries, all ages, 1980-2014 Supplementary Figure S14. Colorectal cancer mortality trends, females, age-standardized rate (world), select countries, 1975-2014 Observed age-standardized colorectal cancer mortality rates among females with a five-year moving average, select countries, all ages, 1975-2014 Supplementary Figure S15. Lung cancer incidence and mortality rates, females, age-standardized rate (world), 2012 Two world maps: age-standardized lung cancer incidence rates among females and age-standardized lung cancer mortality rates among females Supplementary Figure S16. Population using solid fuels for heating and/or cooking, 2013 World map: percent of the population using solid fuels by country Supplementary Figure S17. Adult female smoking prevalence, age 15+ years, 2013 World map: percent of adult females (age 15+ years) who smoke by country, 2013 Supplementary Figure S18. Female youth smoking prevalence, age 13-15 years, 2011 or latest available data World map: percent of female youth (age 13-15 years) who smoke by country, 2011 or latest available data Supplementary Figure S19. Liver cancer incidence and mortality rates, females, age-standardized rate (world), 2012 Two world maps: age-standardized liver cancer incidence rates among females and age-standardized liver cancer mortality rates among females Supplementary Figure S20. Hepatitis B virus prevalence, both sexes, from systematic review of studies 1957-2013 World map of HBV prevalence (%) among both sexes combined by country Supplementary Figure S21. Estimated hepatitis C virus prevalence, both sexes, 2005 World map of HCV prevalence (%) among both sexes combined by country Supplementary Figure S22. Liver cancer mortality trends, females, age-standardized rate (world), select countries, 1995-2014 Observed age-standardized liver cancer mortality rates among females with a five-year moving average, select countries, all ages, 1995-2014</p>
- Preprint Article
- 10.1158/1055-9965.22438705
- Mar 31, 2023
<p>Supplementary Table S1. Leading causes of death among females worldwide, 2012 Number of deaths for top ten causes of death among females worldwide Supplementary Table S2. Leading causes of death among females by world region, 2012 Number of deaths for top ten causes of death among females by world region Supplementary Table S3. Estimated number of new cancer cases and deaths among females by world area, 2012 Number of cancer cases and deaths for all cancer sites combined among females by world region Supplementary Figure S1. Female breast cancer incidence and mortality rates, age-standardized rate (world), 2012 Two world maps: age-standardized breast cancer incidence rates among females and age-standardized breast cancer mortality rates among females Supplementary Figure S2. Female breast cancer incidence trends, age-standardized rate (world), select countries, 1973-2012 Observed age-standardized female breast cancer incidence rates, select countries, all ages, 1973-2012 Supplementary Figure S3. Female breast cancer survivors diagnosed in last five years (through 2012 or latest available) World map: number of breast cancer survivors diagnosed within the last five years, per 100,000 population Supplementary Figure S4. Cervical cancer incidence and mortality rates, age-standardized rate (world), 2012 Two world maps: age-standardized cervical cancer incidence rates and age-standardized cervical cancer mortality rates Supplementary Figure S5. Prevalence (%) of cervical HPV infection among women by region, all types combined, 1995-2009 World map of HPV prevalence (%) among women by world region Supplementary Table S6. Cervical cancer incidence trends, age-standardized rate (world), select countries, 1975-2007 Observed age-standardized cervical cancer incidence rates with a five-year moving average, select countries, all ages, 1975-2007 Supplementary Figure S7. Cervical cancer survivors diagnosed in last five years (through 2012 or latest available) World map: number of cervical cancer survivors diagnosed within the last five years, per 100,000 population Supplementary Figure S8. Uterine corpus cancer incidence and mortality rates, females, age-standardized rate (world), 2012 Two world maps: age-standardized uterine corpus cancer incidence rates and age-standardized uterine corpus cancer mortality rates Supplementary Figure S9. Uterine corpus cancer mortality trends, age-standardized rate (world), select countries, 1990-2014 Observed age-standardized uterine corpus cancer mortality rates with a five-year moving average, select countries, all ages, 1990-2014 Supplementary Figure S10. Ovarian cancer incidence and mortality rates, females, age-standardized rate (world), 2012 Two world maps: age-standardized ovarian cancer incidence rates and age-standardized ovarian cancer mortality rates Supplementary Figure S11. Ovarian cancer mortality trends, age-standardized rate (world), select countries, 1980-2014 Observed age-standardized ovarian cancer mortality rates with a five-year moving average, select countries, all ages, 1980-2014 Supplementary Figure S12. Colorectal cancer incidence and mortality rates, females, age-standardized rate (world), 2012 Two world maps: age-standardized liver cancer incidence rates among females and age-standardized liver cancer mortality rates among females Supplementary Figure S13. Colorectal cancer incidence trends, females, select countries, 1980-2014 Observed age-standardized colorectal cancer incidence rates among females with a five-year moving average, select countries, all ages, 1980-2014 Supplementary Figure S14. Colorectal cancer mortality trends, females, age-standardized rate (world), select countries, 1975-2014 Observed age-standardized colorectal cancer mortality rates among females with a five-year moving average, select countries, all ages, 1975-2014 Supplementary Figure S15. Lung cancer incidence and mortality rates, females, age-standardized rate (world), 2012 Two world maps: age-standardized lung cancer incidence rates among females and age-standardized lung cancer mortality rates among females Supplementary Figure S16. Population using solid fuels for heating and/or cooking, 2013 World map: percent of the population using solid fuels by country Supplementary Figure S17. Adult female smoking prevalence, age 15+ years, 2013 World map: percent of adult females (age 15+ years) who smoke by country, 2013 Supplementary Figure S18. Female youth smoking prevalence, age 13-15 years, 2011 or latest available data World map: percent of female youth (age 13-15 years) who smoke by country, 2011 or latest available data Supplementary Figure S19. Liver cancer incidence and mortality rates, females, age-standardized rate (world), 2012 Two world maps: age-standardized liver cancer incidence rates among females and age-standardized liver cancer mortality rates among females Supplementary Figure S20. Hepatitis B virus prevalence, both sexes, from systematic review of studies 1957-2013 World map of HBV prevalence (%) among both sexes combined by country Supplementary Figure S21. Estimated hepatitis C virus prevalence, both sexes, 2005 World map of HCV prevalence (%) among both sexes combined by country Supplementary Figure S22. Liver cancer mortality trends, females, age-standardized rate (world), select countries, 1995-2014 Observed age-standardized liver cancer mortality rates among females with a five-year moving average, select countries, all ages, 1995-2014</p>
- Preprint Article
- 10.1158/1055-9965.22438696
- Mar 31, 2023
<p>Supplementary Table S1. Leading causes of death among females worldwide, 2012 Number of deaths for top ten causes of death among females worldwide Supplementary Table S2. Leading causes of death among females by world region, 2012 Number of deaths for top ten causes of death among females by world region Supplementary Table S3. Estimated number of new cancer cases and deaths among females by world area, 2012 Number of cancer cases and deaths for all cancer sites combined among females by world region Supplementary Figure S1. Female breast cancer incidence and mortality rates, age-standardized rate (world), 2012 Two world maps: age-standardized breast cancer incidence rates among females and age-standardized breast cancer mortality rates among females Supplementary Figure S2. Female breast cancer incidence trends, age-standardized rate (world), select countries, 1973-2012 Observed age-standardized female breast cancer incidence rates, select countries, all ages, 1973-2012 Supplementary Figure S3. Female breast cancer survivors diagnosed in last five years (through 2012 or latest available) World map: number of breast cancer survivors diagnosed within the last five years, per 100,000 population Supplementary Figure S4. Cervical cancer incidence and mortality rates, age-standardized rate (world), 2012 Two world maps: age-standardized cervical cancer incidence rates and age-standardized cervical cancer mortality rates Supplementary Figure S5. Prevalence (%) of cervical HPV infection among women by region, all types combined, 1995-2009 World map of HPV prevalence (%) among women by world region Supplementary Table S6. Cervical cancer incidence trends, age-standardized rate (world), select countries, 1975-2007 Observed age-standardized cervical cancer incidence rates with a five-year moving average, select countries, all ages, 1975-2007 Supplementary Figure S7. Cervical cancer survivors diagnosed in last five years (through 2012 or latest available) World map: number of cervical cancer survivors diagnosed within the last five years, per 100,000 population Supplementary Figure S8. Uterine corpus cancer incidence and mortality rates, females, age-standardized rate (world), 2012 Two world maps: age-standardized uterine corpus cancer incidence rates and age-standardized uterine corpus cancer mortality rates Supplementary Figure S9. Uterine corpus cancer mortality trends, age-standardized rate (world), select countries, 1990-2014 Observed age-standardized uterine corpus cancer mortality rates with a five-year moving average, select countries, all ages, 1990-2014 Supplementary Figure S10. Ovarian cancer incidence and mortality rates, females, age-standardized rate (world), 2012 Two world maps: age-standardized ovarian cancer incidence rates and age-standardized ovarian cancer mortality rates Supplementary Figure S11. Ovarian cancer mortality trends, age-standardized rate (world), select countries, 1980-2014 Observed age-standardized ovarian cancer mortality rates with a five-year moving average, select countries, all ages, 1980-2014 Supplementary Figure S12. Colorectal cancer incidence and mortality rates, females, age-standardized rate (world), 2012 Two world maps: age-standardized liver cancer incidence rates among females and age-standardized liver cancer mortality rates among females Supplementary Figure S13. Colorectal cancer incidence trends, females, select countries, 1980-2014 Observed age-standardized colorectal cancer incidence rates among females with a five-year moving average, select countries, all ages, 1980-2014 Supplementary Figure S14. Colorectal cancer mortality trends, females, age-standardized rate (world), select countries, 1975-2014 Observed age-standardized colorectal cancer mortality rates among females with a five-year moving average, select countries, all ages, 1975-2014 Supplementary Figure S15. Lung cancer incidence and mortality rates, females, age-standardized rate (world), 2012 Two world maps: age-standardized lung cancer incidence rates among females and age-standardized lung cancer mortality rates among females Supplementary Figure S16. Population using solid fuels for heating and/or cooking, 2013 World map: percent of the population using solid fuels by country Supplementary Figure S17. Adult female smoking prevalence, age 15+ years, 2013 World map: percent of adult females (age 15+ years) who smoke by country, 2013 Supplementary Figure S18. Female youth smoking prevalence, age 13-15 years, 2011 or latest available data World map: percent of female youth (age 13-15 years) who smoke by country, 2011 or latest available data Supplementary Figure S19. Liver cancer incidence and mortality rates, females, age-standardized rate (world), 2012 Two world maps: age-standardized liver cancer incidence rates among females and age-standardized liver cancer mortality rates among females Supplementary Figure S20. Hepatitis B virus prevalence, both sexes, from systematic review of studies 1957-2013 World map of HBV prevalence (%) among both sexes combined by country Supplementary Figure S21. Estimated hepatitis C virus prevalence, both sexes, 2005 World map of HCV prevalence (%) among both sexes combined by country Supplementary Figure S22. Liver cancer mortality trends, females, age-standardized rate (world), select countries, 1995-2014 Observed age-standardized liver cancer mortality rates among females with a five-year moving average, select countries, all ages, 1995-2014</p>
- Preprint Article
- 10.1158/1055-9965.22438705.v1
- Mar 31, 2023
<p>Supplementary Table S1. Leading causes of death among females worldwide, 2012 Number of deaths for top ten causes of death among females worldwide Supplementary Table S2. Leading causes of death among females by world region, 2012 Number of deaths for top ten causes of death among females by world region Supplementary Table S3. Estimated number of new cancer cases and deaths among females by world area, 2012 Number of cancer cases and deaths for all cancer sites combined among females by world region Supplementary Figure S1. Female breast cancer incidence and mortality rates, age-standardized rate (world), 2012 Two world maps: age-standardized breast cancer incidence rates among females and age-standardized breast cancer mortality rates among females Supplementary Figure S2. Female breast cancer incidence trends, age-standardized rate (world), select countries, 1973-2012 Observed age-standardized female breast cancer incidence rates, select countries, all ages, 1973-2012 Supplementary Figure S3. Female breast cancer survivors diagnosed in last five years (through 2012 or latest available) World map: number of breast cancer survivors diagnosed within the last five years, per 100,000 population Supplementary Figure S4. Cervical cancer incidence and mortality rates, age-standardized rate (world), 2012 Two world maps: age-standardized cervical cancer incidence rates and age-standardized cervical cancer mortality rates Supplementary Figure S5. Prevalence (%) of cervical HPV infection among women by region, all types combined, 1995-2009 World map of HPV prevalence (%) among women by world region Supplementary Table S6. Cervical cancer incidence trends, age-standardized rate (world), select countries, 1975-2007 Observed age-standardized cervical cancer incidence rates with a five-year moving average, select countries, all ages, 1975-2007 Supplementary Figure S7. Cervical cancer survivors diagnosed in last five years (through 2012 or latest available) World map: number of cervical cancer survivors diagnosed within the last five years, per 100,000 population Supplementary Figure S8. Uterine corpus cancer incidence and mortality rates, females, age-standardized rate (world), 2012 Two world maps: age-standardized uterine corpus cancer incidence rates and age-standardized uterine corpus cancer mortality rates Supplementary Figure S9. Uterine corpus cancer mortality trends, age-standardized rate (world), select countries, 1990-2014 Observed age-standardized uterine corpus cancer mortality rates with a five-year moving average, select countries, all ages, 1990-2014 Supplementary Figure S10. Ovarian cancer incidence and mortality rates, females, age-standardized rate (world), 2012 Two world maps: age-standardized ovarian cancer incidence rates and age-standardized ovarian cancer mortality rates Supplementary Figure S11. Ovarian cancer mortality trends, age-standardized rate (world), select countries, 1980-2014 Observed age-standardized ovarian cancer mortality rates with a five-year moving average, select countries, all ages, 1980-2014 Supplementary Figure S12. Colorectal cancer incidence and mortality rates, females, age-standardized rate (world), 2012 Two world maps: age-standardized liver cancer incidence rates among females and age-standardized liver cancer mortality rates among females Supplementary Figure S13. Colorectal cancer incidence trends, females, select countries, 1980-2014 Observed age-standardized colorectal cancer incidence rates among females with a five-year moving average, select countries, all ages, 1980-2014 Supplementary Figure S14. Colorectal cancer mortality trends, females, age-standardized rate (world), select countries, 1975-2014 Observed age-standardized colorectal cancer mortality rates among females with a five-year moving average, select countries, all ages, 1975-2014 Supplementary Figure S15. Lung cancer incidence and mortality rates, females, age-standardized rate (world), 2012 Two world maps: age-standardized lung cancer incidence rates among females and age-standardized lung cancer mortality rates among females Supplementary Figure S16. Population using solid fuels for heating and/or cooking, 2013 World map: percent of the population using solid fuels by country Supplementary Figure S17. Adult female smoking prevalence, age 15+ years, 2013 World map: percent of adult females (age 15+ years) who smoke by country, 2013 Supplementary Figure S18. Female youth smoking prevalence, age 13-15 years, 2011 or latest available data World map: percent of female youth (age 13-15 years) who smoke by country, 2011 or latest available data Supplementary Figure S19. Liver cancer incidence and mortality rates, females, age-standardized rate (world), 2012 Two world maps: age-standardized liver cancer incidence rates among females and age-standardized liver cancer mortality rates among females Supplementary Figure S20. Hepatitis B virus prevalence, both sexes, from systematic review of studies 1957-2013 World map of HBV prevalence (%) among both sexes combined by country Supplementary Figure S21. Estimated hepatitis C virus prevalence, both sexes, 2005 World map of HCV prevalence (%) among both sexes combined by country Supplementary Figure S22. Liver cancer mortality trends, females, age-standardized rate (world), select countries, 1995-2014 Observed age-standardized liver cancer mortality rates among females with a five-year moving average, select countries, all ages, 1995-2014</p>
- Preprint Article
- 10.1158/1055-9965.22438651
- Mar 31, 2023
<p>Supplementary Figure S1. All sites cancer incidence rates by sex, select registries, 2003-2007 Ranking of age-standardized all-sites cancer incidence rates for select registries for all ages, by sex, for the period 2003-2007, color-coded by region Supplementary Figure S2. All sites cancer mortality rates by sex, select countries, 2003-2007 Ranking of age-standardized all-sites cancer mortality rates for select countries for all ages, by sex, for the period 2003-2007, color-coded by region Supplementary Figure S3. Lung cancer mortality rates by sex, select countries, 2003-2007 Ranking of age-standardized lung cancer mortality rates for select countries for all ages, by sex, for the period 2003-2007, color-coded by region Supplementary Figure S4. Lung mortality trends by sex, select countries, 1950-2012 Observed age-standardized lung cancer mortality rates with a five-year moving average, select countries, all ages, by sex, 1950-2012 Supplementary Figure S5. Colorectal cancer incidence rates by sex, select registries, 2003-2007 Ranking of age-standardized colorectal cancer incidence rates for select registries for all ages, by sex, for the period 2003-2007, color-coded by region Supplementary Figure S6. Colorectal cancer mortality rates by sex, select countries, 2003-2007 Ranking of age-standardized colorectal cancer mortality rates for select countries for all ages, by sex, for the period 2003-2007, color-coded by region Supplementary Figure S7. Female breast cancer incidence and mortality rates, select registries, 2003-2007 Ranking of age-standardized female breast cancer incidence and mortality rates for select registries for all ages, for the period 2003-2007, color-coded by region Supplementary Figure S8. Female breast mortality trends, select countries, 1950-2012 Observed age-standardized female breast cancer mortality rates with a five-year moving average, select countries, all ages, 1950-2012 Supplementary Figure S9. Prostate cancer incidence and mortality rates, select registries, 2003-2007 Ranking of age-standardized prostate cancer incidence and mortality rates for select registries for all ages, for the period 2003-2007, color-coded by region Supplementary Figure S10. Prostate cancer mortality trends, select countries, 1950-2012 Observed age-standardized prostate cancer mortality rates with a five-year moving average, select countries, all ages, 1950-2012 Supplementary Figure S11. Stomach cancer mortality rates by sex, select countries, 2003-2007 Ranking of age-standardized stomach cancer mortality rates for select countries for all ages, by sex, for the period 2003-2007, color-coded by region Supplementary Figure S12. Stomach cancer mortality trends, males, select countries, 1950-2012 Observed age-standardized stomach cancer mortality rates with a five-year moving average, select countries, males, all ages, 1950-2012 Supplementary Figure S13. Liver cancer incidence rates by sex, select registries, 2003-2007 Ranking of age-standardized liver cancer incidence rates for select registries for all ages, by sex, for the period 2003-2007, color-coded by region Supplementary Figure S14. Liver cancer mortality rates by sex, select countries, 2003-2007 Ranking of age-standardized liver cancer mortality rates for select countries for all ages, by sex, for the period 2003-2007, color-coded by region Supplementary Figure S15. Esophageal cancer incidence rates by sex, select registries, 2003-2007 Ranking of age-standardized esophageal cancer incidence rates for select registries for all ages, by sex, for the period 2003-2007, color-coded by region Supplementary Figure S16. Esophageal cancer mortality rates by sex, select countries, 2003-2007 Ranking of age-standardized esophageal cancer mortality rates for select countries for all ages, by sex, for the period 2003-2007, color-coded by region Supplementary Figure S17. Cervical cancer incidence and mortality rates, select registries, 2003-2007 Ranking of age-standardized cervical cancer incidence and mortality rates for select registries for all ages, for the period 2003-2007, color-coded by region</p>
- Preprint Article
- 10.1158/1055-9965.22438651.v1
- Mar 31, 2023
<p>Supplementary Figure S1. All sites cancer incidence rates by sex, select registries, 2003-2007 Ranking of age-standardized all-sites cancer incidence rates for select registries for all ages, by sex, for the period 2003-2007, color-coded by region Supplementary Figure S2. All sites cancer mortality rates by sex, select countries, 2003-2007 Ranking of age-standardized all-sites cancer mortality rates for select countries for all ages, by sex, for the period 2003-2007, color-coded by region Supplementary Figure S3. Lung cancer mortality rates by sex, select countries, 2003-2007 Ranking of age-standardized lung cancer mortality rates for select countries for all ages, by sex, for the period 2003-2007, color-coded by region Supplementary Figure S4. Lung mortality trends by sex, select countries, 1950-2012 Observed age-standardized lung cancer mortality rates with a five-year moving average, select countries, all ages, by sex, 1950-2012 Supplementary Figure S5. Colorectal cancer incidence rates by sex, select registries, 2003-2007 Ranking of age-standardized colorectal cancer incidence rates for select registries for all ages, by sex, for the period 2003-2007, color-coded by region Supplementary Figure S6. Colorectal cancer mortality rates by sex, select countries, 2003-2007 Ranking of age-standardized colorectal cancer mortality rates for select countries for all ages, by sex, for the period 2003-2007, color-coded by region Supplementary Figure S7. Female breast cancer incidence and mortality rates, select registries, 2003-2007 Ranking of age-standardized female breast cancer incidence and mortality rates for select registries for all ages, for the period 2003-2007, color-coded by region Supplementary Figure S8. Female breast mortality trends, select countries, 1950-2012 Observed age-standardized female breast cancer mortality rates with a five-year moving average, select countries, all ages, 1950-2012 Supplementary Figure S9. Prostate cancer incidence and mortality rates, select registries, 2003-2007 Ranking of age-standardized prostate cancer incidence and mortality rates for select registries for all ages, for the period 2003-2007, color-coded by region Supplementary Figure S10. Prostate cancer mortality trends, select countries, 1950-2012 Observed age-standardized prostate cancer mortality rates with a five-year moving average, select countries, all ages, 1950-2012 Supplementary Figure S11. Stomach cancer mortality rates by sex, select countries, 2003-2007 Ranking of age-standardized stomach cancer mortality rates for select countries for all ages, by sex, for the period 2003-2007, color-coded by region Supplementary Figure S12. Stomach cancer mortality trends, males, select countries, 1950-2012 Observed age-standardized stomach cancer mortality rates with a five-year moving average, select countries, males, all ages, 1950-2012 Supplementary Figure S13. Liver cancer incidence rates by sex, select registries, 2003-2007 Ranking of age-standardized liver cancer incidence rates for select registries for all ages, by sex, for the period 2003-2007, color-coded by region Supplementary Figure S14. Liver cancer mortality rates by sex, select countries, 2003-2007 Ranking of age-standardized liver cancer mortality rates for select countries for all ages, by sex, for the period 2003-2007, color-coded by region Supplementary Figure S15. Esophageal cancer incidence rates by sex, select registries, 2003-2007 Ranking of age-standardized esophageal cancer incidence rates for select registries for all ages, by sex, for the period 2003-2007, color-coded by region Supplementary Figure S16. Esophageal cancer mortality rates by sex, select countries, 2003-2007 Ranking of age-standardized esophageal cancer mortality rates for select countries for all ages, by sex, for the period 2003-2007, color-coded by region Supplementary Figure S17. Cervical cancer incidence and mortality rates, select registries, 2003-2007 Ranking of age-standardized cervical cancer incidence and mortality rates for select registries for all ages, for the period 2003-2007, color-coded by region</p>
- Research Article
11
- 10.15419/bmrat.v5i6.447
- Jun 23, 2018
- Biomedical Research and Therapy
Background: Lung Cancer (LC) is one of the most common cancers in the international arena. The aim of this study was to investigate the geographical distribution of LC incidence and mortality in the world in 2012, as well as the trend of incidence and mortality of LC during 1975 to 2010 based on the gender. Methods: In the present study, we extracted the information on the incidence and mortality of LC in 184 countries from the International Agency for Research on Cancer (IARC) (Project GLOBOCAN, 2012). The present study categorized and presented the information on the Age-Standardized Incidence Rate (ASIR) and Age Standardized Mortality Rate (ASMR) of LC based on the continents, world regions based on the development level and Human Development Index (HDI). ASIR and ASMR of LC expressed per 100,000 people. Results: The highest ASIR and ASMR of LC occurred in North America (ASIR=38.3 and ASMR=28.6), more developed regions (ASIR=30.8 and ASMR=24.2), and the WPRO region of the WHO (ASIR=32.8 and ASMR=28.5), and those regions with very high HDI (ASIR=31 and ASMR=23.9). Furthermore, the lowest ASIR and ASMR of LC occurred in Africa (ASIR=5 and ASMR=4.5), the less developed regions (ASIR=20 and ASMR=18), the AFRO region (ASIR=3.9 and ASMR=3.5), and regions with low HDI (ASIR=5.4 and ASMR=4.8). Conclusion: The highest ASIR and ASMR of LC occurred in North America, more developed regions, and the WPRO region of the WHO, and those regions with very high HDI. Most regions of the world had decreasing incidence and mortality of LC in men and increasing trend in women.
- Research Article
2516
- 10.1001/jamaoncol.2015.0735
- Jul 1, 2015
- JAMA Oncology
Cancer is among the leading causes of death worldwide. Current estimates of cancer burden in individual countries and regions are necessary to inform local cancer control strategies. To estimate mortality, incidence, years lived with disability (YLDs), years of life lost (YLLs), and disability-adjusted life-years (DALYs) for 28 cancers in 188 countries by sex from 1990 to 2013. The general methodology of the Global Burden of Disease (GBD) 2013 study was used. Cancer registries were the source for cancer incidence data as well as mortality incidence (MI) ratios. Sources for cause of death data include vital registration system data, verbal autopsy studies, and other sources. The MI ratios were used to transform incidence data to mortality estimates and cause of death estimates to incidence estimates. Cancer prevalence was estimated using MI ratios as surrogates for survival data; YLDs were calculated by multiplying prevalence estimates with disability weights, which were derived from population-based surveys; YLLs were computed by multiplying the number of estimated cancer deaths at each age with a reference life expectancy; and DALYs were calculated as the sum of YLDs and YLLs. In 2013 there were 14.9 million incident cancer cases, 8.2 million deaths, and 196.3 million DALYs. Prostate cancer was the leading cause for cancer incidence (1.4 million) for men and breast cancer for women (1.8 million). Tracheal, bronchus, and lung (TBL) cancer was the leading cause for cancer death in men and women, with 1.6 million deaths. For men, TBL cancer was the leading cause of DALYs (24.9 million). For women, breast cancer was the leading cause of DALYs (13.1 million). Age-standardized incidence rates (ASIRs) per 100 000 and age-standardized death rates (ASDRs) per 100 000 for both sexes in 2013 were higher in developing vs developed countries for stomach cancer (ASIR, 17 vs 14; ASDR, 15 vs 11), liver cancer (ASIR, 15 vs 7; ASDR, 16 vs 7), esophageal cancer (ASIR, 9 vs 4; ASDR, 9 vs 4), cervical cancer (ASIR, 8 vs 5; ASDR, 4 vs 2), lip and oral cavity cancer (ASIR, 7 vs 6; ASDR, 2 vs 2), and nasopharyngeal cancer (ASIR, 1.5 vs 0.4; ASDR, 1.2 vs 0.3). Between 1990 and 2013, ASIRs for all cancers combined (except nonmelanoma skin cancer and Kaposi sarcoma) increased by more than 10% in 113 countries and decreased by more than 10% in 12 of 188 countries. Cancer poses a major threat to public health worldwide, and incidence rates have increased in most countries since 1990. The trend is a particular threat to developing nations with health systems that are ill-equipped to deal with complex and expensive cancer treatments. The annual update on the Global Burden of Cancer will provide all stakeholders with timely estimates to guide policy efforts in cancer prevention, screening, treatment, and palliation.
- Research Article
167
- 10.1007/s10147-021-02108-2
- Jan 1, 2022
- International Journal of Clinical Oncology
AimLung cancer is the leading cause of cancer deaths worldwide. This study examines the current and future burden of lung cancer at global, regional, and national levels.MethodsThe estimates of lung cancer incident cases, deaths, and their age-standardized rates are drawn from GLOBOCAN 2020 for 21 regions and 185 countries. Mortality-to-incidence ratio (MIR) is considered as a proxy indicator of 5-year survival rates. Lung cancer burden in 2050 is projected using age-specific incidence and death rates in 2020.ResultsIn 2020, there were 2.21 million new cases and 1.8 million deaths due to lung cancer worldwide with age-standardized incidence rate (ASIR) of 22.4/100,000 (male: 31.5; female: 14.6) and age-standardized mortality rates (ASMR) of 18.0/100,000, (male: 25.9; female: 11.2/100,000). Global MIR of lung cancer was 0.82 (males 0.83; females: 0.79), varying from 0.59 (Japan) to 1.0 (Belize). Hungary had the highest age-standardized rates (ASIR: 50.1/100,000; ASMR: 42.4/100,000) and Nigeria (ASIR: 0.88; ASMR: 0.86) had the lowest age-standardized rates in 2020. Both ASIR and ASMR were positively correlated with country-level tobacco smoking prevalence and human development index (HDI), whereas MIR exhibited a negative correlation with HDI. As per our projections, there will be 3.8 million incident cases and 3.2 million deaths globally due to lung cancer in 2050.ConclusionWith close to 2 million cases and deaths already in 2020, lung cancer has already become a global public health threat. Even with current risk levels and age-specific rates, lung cancer annual cases are expected to reach 3.8 million in 2050. Until smoking prevalence is reduced and ambient air pollution levels are checked, particularly in low/medium HDI countries, the lung cancer epidemic will continue unfolding.Supplementary InformationThe online version contains supplementary material available at 10.1007/s10147-021-02108-2.
- Research Article
27
- 10.3760/cma.j.issn.0253-3766.2018.11.002
- Nov 23, 2018
- Zhonghua zhong liu za zhi [Chinese journal of oncology]
Objective: To estimate lung cancer incidence and mortality in China using population-based cancer registry data in 2014 collected by National Central Cancer Registry of China (NCCRC). Methods: 449 cancer registries submitted cancer registry data in 2014. All datasets were evaluated and 339 registries' data which met the quality control criteria of NCCRC were analyzed. Numbers of new lung cancer cases and deaths were estimated using calculated incidence and mortality rates and corresponding national population stratified by areas, sexes and age groups. The standard population of Chinese census in 2000 and world Segi' s population were applied to calculate age-standardized incidence and mortality rates in China and worldwide, respectively. Results: A total of 781, 500 new lung cancer cases were diagnosed in 2014. The crude incidence rate was 57.13 per 100 000 and the age-standardized incidence rates by Chinese standard population (ASIRC) and by world standard population (ASIRW) were 36.71 per 100 000 and 36.63 per 100 000, respectively. The cumulative incidence rate (0-74 years old) was 4.50%. Lung cancer was the most common cancer in male (ASIRW: 50.04 per 100 000) and the second most common cancer in female (ASIRW: 23.63 per 100 000). The incidence rates were slightly similar in urban areas and in rural areas (ASIRW: 36.64 per 100 000 vs 36.56 per 100 000). A total of 626 400 lung cancer deaths were reported. The crude mortality rate was 45.80 per 100 000 and the age-standardized mortality rates by Chinese standard population (ASMRC) and by world standard population (ASMRW) were 28.49 per 100 000 and 28.31 per 100 000, respectively. The cumulative mortality rate (0-74 years old) was 3.32%. Lung cancer was the most common cause of cancer deaths both in male (ASMRW: 40.21 per 100 000) and female (ASMRW: 16.88 per 100 000). The mortality rate was slightly higher in rural areas than in urban areas (ASMRW: 28.63 per 100 000 vs 28.04 per 100 000). Both lung cancer incidence and mortality rates increased with age, and the peak age was 80-84 years group. Conclusions: The disease burden of lung cancer is heavy in China. Efficient national health policies and prevention and control strategies against lung cancer should be promoted.
- Research Article
3
- 10.21101/cejph.a3795
- Mar 1, 2013
- Central European Journal of Public Health
The aim of the study was to assess recent changes in lung cancer incidence and mortality trends in the male and female population in Southeastern Serbia, in the period 1999-2008. Data used for analyses were provided by the Cancer Registry of the Institute for Public Health, Nis. Incidence and mortality trends were based on crude and age-standardized incidence and mortality rates for the period 1999-2008. Standardized rates were calculated by the direct method of standardization (per 100,000), using the world population as the standard. Statistical significance was checked on the basis of correlation coefficient (r) for probability (p) on the level of 0.05. A total of 3,128 new cases and 2,327 deaths from lung cancer were registered (males/females ratio is 4:1). In males, the crude (107.94) and the age-standardized incidence rate (59.88) were four-fold higher than in females (27.10 and 14.21). In males, the crude mortality rate was four-fold higher than in females (80.61 vs. 19.87), while the age-standardized mortality rate was four and a half higher than in females (43.78 vs. 9.54). Lung cancer incidence trend, based on crude and age-standardized incidence rates, in females was increasing while in males was decreasing. Lung cancer mortality trends, based on crude and age-standardized incidence rates, were increasing in both sexes. Registration of unfavourable incidence and mortality trends of lung cancer indicate failure in primary and secondary prevention in the past. It is thus of vital importance to provide much intensive and comprehensive activities for primary and secondary prevention of lung cancer in the future, including education and rigorous tobacco control as well.
- Research Article
55
- 10.1111/bju.13875
- May 8, 2017
- BJU International
To describe contemporary worldwide age-standardized incidence and mortality rates for bladder, kidney, prostate and testis cancer and their association with development. We obtained gender-specific, age-standardized incidence and mortality rates for 184 countries and 16 major world regions from the GLOBOCAN 2012 database. We compared the mortality-to-incidence ratios (MIRs) at national and regional levels in males and females, and assessed the association with socio-economic development using the 2014 United Nations Human Development Index (HDI). Age-standardized incidence rates were 2.9 (bladder) to 7.4 (testis) times higher for genitourinary malignancies in more developed countries compared with less developed countries. Age-standardized mortality rates were 1.5-2.2 times higher in more vs less developed countries for prostate, bladder and kidney cancer, with no variation in mortality rates observed in testis cancer. There was a strong inverse relationship between HDI and MIR in testis (regression coefficient 1.65, R2 = 0.78), prostate (regression coefficient -1.56, R2 = 0.85), kidney (regression coefficient -1.34, R2 = 0.74), and bladder cancer (regression coefficient -1.01, R2 = 0.80). While incidence and mortality rates for genitourinary cancers vary widely throughout the world, the MIR is highest in less developed countries for all four major genitourinary malignancies. Further research is needed to understand whether differences in comorbidities, exposures, time to diagnosis, access to healthcare, diagnostic techniques or treatment options explain the observed inequalities in genitourinary cancer outcomes.
- Research Article
- 10.3389/fonc.2024.1451589
- Dec 4, 2024
- Frontiers in oncology
Lung cancer is one of the most common cancers in Shandong Province, China. Projecting future cancer trend is crucial for planning cancer control. We aimed to examine the trend of lung cancer incidence and mortality from 2012 to 2023, and predict the lung cancer burden to 2030 in Shandong. Data of lung cancer incidence and mortality from 2012 to 2023 were obtained from the Shandong Cancer Registries. The average annual percentage change (AAPC) was used to quantify the trend of the lung cancer age-standardised rate using Joinpoint software. Bayesian age-period-cohort model was used to predict lung cancer incidence and mortality from 2024 to 2030. The age-standardised incidence rate (ASIR) remained stable from 2012 to 2023. The ASIR in males decreased with an AAPC of -1.350%, while the ASIR in females increased with an AAPC of 2.429%. The age-standardised mortality rate (ASMR) decreased with an AAPC of -2.911%. This trend was also observed in males (AAPC=-2.513%), females (AAPC=-3.632%), urban areas (AAPC=-3.267%) and rural areas (AAPC=-2.603%). For our predictions, the ASIR will increase to 49.21 per 100,000 until 2030, with an AAPC of 1.873%. This upward trend is expected for females and urban areas, with an AAPC of 4.496% and 4.176%, while it is not observed for males and rural areas. The ASMR is expected to remain stable up to 2030, and this trend will maintain both in males and females. The ASMR will exhibit an upward trend (AAPC=1.100%) in urban areas and a downward trend (AAPC=-0.915%) in rural areas. The ASIR of lung cancer will increase until 2030, while the ASMR of lung cancer is expected to remain stable in Shandong. It is necessary to take further preventive measures such as strengthening tobacco control, enhancing health education and expanding screening efforts.
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