Subscribe
  • Original Article
  • OPEN ACCESS

Mortality Burden of Liver Cancer in China: An Observational Study From 2008 to 2020

  • Huixin Liu1,#,
  • Xiaoxiao Wang2,#,
  • Lijun Wang3,
  • Peng Yin3,
  • Feng Liu2,
  • Lai Wei4,
  • Yu Wang5,
  • Maigeng Zhou3,
  • Jinlei Qi3,*  and
  • Huiying Rao2,* 
 Author information
Journal of Clinical and Translational Hepatology 2024;12(4):371-380

DOI: 10.14218/JCTH.2023.00455

Abstract

Background and Aims

China accounts for nearly half of liver cancer deaths globally. A better understanding of the current liver cancer mortality will be helpful to establishing priorities for intervention and to decreasing the disease burden of liver cancer. The study aimed to explore and predict the mortality burden of liver cancer in China.

Methods

Data were extracted from the Disease Surveillance Point system of the Chinese Center for Disease Control and Prevention from 2008 to 2020. Crude and age-standardized liver cancer mortality rates were reported by sex, urban or rural residence, and region. Trends in liver cancer mortality rates from 2008 to 2020 were estimated as average annual percentage change (AAPC). The changing trend of live cancer mortality in the future is also predicted.

Results

In 2020, the crude mortality of liver cancer was 25.57/100,000, and males and people lived in rural areas had higher age-standardized liver cancer mortality rates than females and people lived in people in urban areas. Crude mortality and age-standardized mortality rates in southwest provinces (Guangxi, Sichuan, Tibet) and in a northeast province (Heilongjiang) were higher than that in other provinces, and age-specific mortality rates increased with age. From 2008 to 2020, liver cancer mortality rates decreased, but people under 50 years of age had a higher AAPC than those over 50 years of age, possibly because of the adoption of hepatitis B virus vaccination in newborns and children. Furthermore, the mortality of liver cancer in 2021–2030 is predicted to have a downward trend.

Conclusions

Liver cancer mortality rates declined in China from 2008 to 2020. Future interventions to control liver cancer mortality need to focus on people of male sex, older age, and living in rural areas or less developed provinces.

Keywords

Liver cancer, Mortality, Burden, Trend, China, Prediction

Introduction

Liver cancer is the sixth most frequently diagnosed cancer and the third leading cancer-related cause of death worldwide. Globally, approximately 830,180 people with liver cancer died in 2020,1 with 75–85% of those having hepatocellular carcinoma (HCC) and 10–15% having intrahepatic cholangiocarcinoma, and other rare types. Liver cancer was the second leading cause of cancer death in China in 2020, followed by lung cancer.2 Even after efforts to prevent and control liver cancer, the number of deaths in China accounted for nearly half of liver cancer deaths worldwide (49.89% males and 40.78% females).1–4 Liver cancer remains a severe public health problem in China, and liver cancer mortality has a significant impact on the global burden of liver cancer. Understanding the current and changing profiles of liver cancer mortality in China in recent decades will be helpful in establishing priorities for intervention and reducing the global disease burden of liver cancer.

Prior studies used part of Chinese mortality surveillance system data to depict the trends of all cancer mortality, showed that the mortality of liver cancer decreased in recent years,5 and one study used global disease burden data reported the estimated disease burden of liver cancer due to specific etiologies in China from 1990 to 2019.6 However, to our knowledge, no studies have reported the mortality rates for the entire country and provinces over time with the sociodemographic index (SDI) for liver cancer based on national surveillance data. In the current study, we used detailed information from the Disease Surveillance Points system (DSPs) of the Chinese Center for Disease Control and Prevention (CDC) to report the mortality rates of liver cancer by region, residential location, province, as well as by age-group and sex, trend of mortality rate by sex and residence location, and region.

Methods

Data source

Mortality data of patients with liver cancer from 2008 to 2020 were collected from the DSPs. The DSPs was introduced by the Ministry of Health of China in 1980, and gradually adjusted its coverage and representativeness over the following decades.7 In 2004, the number of surveillance points of DSPs expanded to 161, including 64 urban and 97 rural locations, across 31 provinces in mainland China. The DSPs covered 73 million residents, which is about 6% of the Chinese population.8 In 2008, all the mortality data was reported through an online system. In 2013, the surveillance points were expanded to 605 using a multistage stratified cluster random sampling method, covering 323.8 million residents, which is about 24% of the total Chinese population. Deaths at the surveillance points were collected and coded using the International Classification of Disease, 10th Revision (ICD-10) by trained staff in hospitals or the local CDC. Duplicate records of death were eliminated by county or provincial CDC staff. In addition, underreporting surveys were conducted every 3 years to determine the amount of underreporting of mortality rates, and crude mortality rates were adjusted by dividing 1 minus corresponding underreporting rate.9,10 The reliability of the data and national representativeness have been demonstrated by previous studies.7,11–13 In the DSPs, causes of death were coded by ICD-10 codes. The ICD-10 codes for liver cancer were C22–C22.9.

Demographic data extracted from the DSPs included age, sex, residential location (urban and rural areas), and region (Eastern, Central, and Western China). Regions were classified according to the National Statistics Bureau. Eastern China included Beijing, Tianjin, Hebei, Shanghai, Jiangsu, Zhejiang, Fujian, Shandong, Guangdong, and Hainan. Central China included Heilongjiang, Jilin, Shanxi, Henan, Hubei, Anhui, Jiangxi, and Hunan. Other provinces were grouped as Western China. The study was approved by the Ethics Committee of National Center for Chronic and Noncommunicable Disease Control and Prevention of the CDC (No. 202219-1). The study protocol conformed to the ethical guidelines of the Declaration of Helsinki revised in 2013.

Statistical analysis

The numbers of deaths and mortality rates of liver cancer were extracted from the DSPs database. Mortality rates were expressed as the number of deaths caused by liver cancer per 100,000 people (1/100,000), and were adjusted by the corresponding underreporting rate to determine the accurate crude mortality rates. Age-standardized mortality rates of liver cancer were calculated using the 2010 census population of China (ASMRC) and Segi’s population (ASMRW), respectively.

We reported crude mortality rate, ASMRC, and ASMRW by sex, region (Eastern China, Central China, and Western China) and residential location (urban and rural areas), as well as age group (<30 years of age, 30–85-year intervals, and >85 years of age). We estimated the average annual percentage change (AAPC) of liver cancer mortality rate from 2008 to 2020 with 95% confidence intervals (CIs) using Joinpoint Regression software (version 4.9.0.0, National Cancer Institute, Bethesda, MA, USA).14 Statistical analysis was conducted in the Joinpoint Regression Program, all testing was two-sided with statistical significance set at α=0.05.

Results

Mortality of liver cancer in 2020

In 2020, 86,692 deaths were reported in the DSPs in China. The overall crude mortality of liver cancer was 25.57 per 100,000 people and was 36.63 per 100,000 in males, 14.05 per 100,000 for females, 28.59 per 100,000 for rural areas, and 21.37 per 100,000 for urban areas. Males had higher age-standardized mortality rates than females (ASMRC: 30.15/10.01 per 100,000 people, ASMRW: 23.04/7.54 per 100,000 people). Compared with urban areas, rural areas had higher age-standardized mortality rates (ASMRC: 16.66/22.29 per 100,000 people, ASMRW: 12.69/16.98 per 100,000 people). After stratified by regions (Eastern, Central and Western China), the trends remained the same (Table 1).

Table 1

Mortality rates of liver cancer by sex, region, and location in 2020 in China

RegionLocationSexCrude rate (1/105)ASMRC (1/105)ASMRW (1/105)
AllAllBoth25.5719.9215.19
Male36.6330.1523.04
Female14.0510.017.54
UrbanBoth21.3716.6612.69
Male30.3525.0719.21
Female11.958.56.35
RuralBoth28.5922.2916.98
Male41.1733.925.86
Female15.5511.078.37
Eastern ChinaAllBoth22.5316.9713
Male32.5626.120.05
Female12.048.166.16
UrbanBoth18.5414.3811.03
Male26.2921.8516.86
Female10.287.135.35
RuralBoth26.1819.2814.74
Male38.3929.9822.94
Female13.619.046.84
Central ChinaAllBoth29.0922.5617.18
Male40.9233.525.53
Female16.912.089.14
UrbanBoth24.5718.8514.30
Male34.9128.221.45
Female13.949.877.43
RuralBoth31.2324.3718.56
Male43.7636.127.51
Female18.3113.149.96
Western ChinaAllBoth26.8622.3416.91
Male38.9133.7625.68
Female14.2611.048.23
UrbanBoth24.1819.3314.61
Male34.5728.7921.97
Female13.4510.17.42
RuralBoth28.8424.6718.7
Male42.0837.628.55
Female14.8711.788.85

ASMRC, age-standardized mortality rate adjusted by the Chinese standard population; ASMRW, age-standardized mortality rate adjusted by the world standard population.

Supplementary Table 1 showed the crude mortality rates and ASMRC of liver cancer from 31 provinces in 2020. The highest crude mortality rates of liver cancer were in provinces from southwest (Guangxi, Sichuan) and northeast China (Heilongjiang) China. These mortality rates were higher than 46.38 per 100,000 people. After adjusted by age structure, Guangxi province had the highest ASMRC (42.18–67.59 per 100,000 people). Meanwhile, Tibet, Sichuan and Chongqing in Western China, Heilongjiang, Jilin, Henan and Jiangxi in the Central China, and Fujian and Guangdong in Eastern China also had higher ASMRCs than other provinces (32.21–42.17 per 100,000 people). The lowest ASMRC was in Xinjiang, a province from northwest China (12.30–15.07 per 100,000 people) (Supplementary Table 1). After stratified by sex, the geographical distribution characteristics of the crude mortality rates and ASMRC of liver cancer in males and females were similar with the whole population (Supplementary Tables 2–3).

Age-specific mortality rate of liver cancer stratified by sex, residential location, and region in 2020

The age-specific mortality rates of liver cancer increased with age, but in males from rural areas, the age-specific mortality rate in over 85 years old group was lower than in 80–84 years old group (Supplementary Table 4, Supplementary Fig. S1B); the same situation was seen in males from urban areas in Eastern China and females in Western China (Supplementary Table 4). After stratified by sex, the age-specific mortality rate in males was higher than that in females for each age group. After stratified by residential locations (urban and rural areas) and regions (Eastern, Central and Western China), males still had higher age-specific mortality rates than females (Fig. 1, Supplementary Figs. 1 and 2, Supplementary Table 4).

Mortality rates of liver cancer in 2020 by age and sex.
Fig. 1  Mortality rates of liver cancer in 2020 by age and sex.

Trends in mortality of liver cancer from 2008 to 2020

The overall ASMRC of liver cancer in China had a downward trend from 2008 to 2020, and the decline remained after stratified by sex, residential location, and region (Fig. 2A, B). From 2008 to 2020, there was no difference in AAPC neither between different sexes [AAPC in females: −4.1 (95% CI: −4.8 to −3.5) vs. AAPC in males −4.4 (95% CI: −5 to −3.7)] nor between different residential locations [AAPC in urban areas: −3.3 (95% CI: −4.2 to −2.5) vs. AAPC in rural areas: −4.6 (95% CI: −5.4 to −3.8)] (Fig. 2A, Supplementary Tables 5 and 6). When stratified by region, there were also no differences in the AAPC in Eastern, Central, and Western China (Fig. 2B, Supplementary Table 7).

Trends in ASMRC of liver cancer in 2008–2020 by the sex, residence, and region in China.
Fig. 2  Trends in ASMRC of liver cancer in 2008–2020 by the sex, residence, and region in China.

(A) By sex and residence. (B) By region. ASMRC, the age-standardized mortality rate of China.

AAPC of age-specific mortality rate of liver cancer from 2008 to 2020

From 2008 to 2020, age-specific mortality rates of liver cancer decreased in both males and females (AAPC<0), except for males 50–59 years of age and females 75–79 and >85 years of age (Fig. 3). The AAPC of age-specific mortality rate was higher in people younger than 50 years of age than it was in people older than 50 years of age. This difference remained after stratified by residential locations and regions (Fig. 3).

Average annual percentage change (AAPC) of liver cancer by the sex, region and residence in 2008–2020 in China.
Fig. 3  Average annual percentage change (AAPC) of liver cancer by the sex, region and residence in 2008–2020 in China.

After stratified by regions, in Eastern China, the age-specific mortality rate of liver cancer decreased in almost every group except females over 85 years of age. In Central China, the age-specific mortality rate decreased in individuals 35–49, 60–74, and 80–84 years of age. However, in Western China, the age-specific mortality rate of liver cancer hadn’t decreased in many age groups, and only decreased in those who were 40–44, 60–74, and 25–29 years of age (Fig. 3).

Time trends of age-standardized mortality rate of liver cancer with SDI

From 2008 to 2020, the ASMRC of liver cancer increased with an SDI of 0.4–0.6, but decreased with an SDI greater than 0.6 (Fig. 4). When taking a closer look at the data in Figure 4 stratified by province, the ASMRC of liver cancer decreased or held steady as SDI increased in most provinces, but in provinces in Western China, Tibet, Guangxi province, and Chongqing province the ASMRC increased with SDI before their SDI exceed 0.6. The high-income Guangdong province in Eastern China had the largest decrease in liver cancer ASMRC with SDI between 2008–2020, as shown in Figure 4.

Age-standardized mortality rates per 100,000 for liver cancer by SDI in 2008–2020 in China.
Fig. 4  Age-standardized mortality rates per 100,000 for liver cancer by SDI in 2008–2020 in China.

SDI, sociodemographic index.

Prediction of mortality of liver cancer from 2021 to 2030

The age-standardized mortality rate (ASMRC) of liver cancer is predicted to have a downward trend in 2021–2030 (16.86–12.33/100,000) (Fig. 5). After dividing the whole population into males and females, the trend is consistent with the overall population (males 25.42–18.83/100,000 and females 8.25–5.60/100,000) (Figs. 6 and 7).

Prediction of the ASMRC for liver cancer in all population in 2021–2030 in China.
Fig. 5  Prediction of the ASMRC for liver cancer in all population in 2021–2030 in China.

ASMRC, the age-standardized mortality rate of China.

Prediction of the ASMRC for liver cancer in males in 2021–2030 in China.
Fig. 6  Prediction of the ASMRC for liver cancer in males in 2021–2030 in China.

ASMRC, the age-standardized mortality rate of China.

Prediction of the ASMRC for liver cancer in females in 2021–2030 in China.
Fig. 7  Prediction of the ASMRC for liver cancer in females in 2021–2030 in China.

ASMRC, the age-standardized mortality rate of China.

Discussion

We conducted a comprehensive evaluation of liver cancer mortality in China in 2020 and analyzed the mortality trend from 2008 to 2020. After adjusting for age structure, males had higher mortality rates than females in 2020. Mortality rates were higher in rural areas and provinces in southwest and northeast China than in urban areas and provinces in other regions. The age-specific mortality rates of liver cancer increased with age. The mortality rate of liver cancer had a descending trend in 2008–2020, with a larger decrease in females, younger people, and people from Eastern China. Moreover, the expected liver cancer ASMRC had an upward trend with SDIs of <0.6 and a downward trend when the SDI was >0.6. These findings will be helpful to target the priority intervention group of people to decrease the mortality of liver cancer.

There are many risk factors associated with liver cancer, including hepatitis B virus (HBV) and hepatitis C virus (HCV) infection, alcohol intake, dietary aflatoxin, nonalcoholic fatty liver disease, cirrhosis, smoking, low vegetable consumption, drug use, and radiation exposure.15–21 In China, chronic HBV and HCV infections are still the major contributors for liver cancer.22,23 Our study showed that the mortality rate of liver cancer decreased significantly between 2008 and 2020. This result might be attributed to administration of the hepatitis B vaccine and the use of direct-acting antiviral agents (DAAs) for HCV. Since 1992, China has made great efforts to combat HBV, mandating HBV vaccination for newborns.24,25 Subsequently, an HBV vaccination catch-up program for children 8–15 years of age for the whole country began in 2009.16 All these efforts have led to a significant decrease in the positivity rate of hepatitis B surface antigen (HBsAg), resulting in a decrease in the incidence and mortality of HBV-related liver cancer. In our study, from 2008 to 2020, the AAPC of liver cancer ASMRC in individuals younger than 50 years of age was greater than that of people older than 50 years of age. This might be due to HBV vaccination in newborns in China since 1992 and the catch-up HBV vaccination program in children since 2009.16,24,25 The HBV vaccine immunization rate was incomplete in old people when they were young, which may have led to the higher liver cancer mortality.26 No effective vaccine to prevent HCV infection is currently available, but the introduction of DAAs has substantially reduced the burden of HCV in China. According to one clinical trial in China, DAA treatment was safe and well-tolerated,27 and the investigators recommended rapid expansion of DAAs to all HCV-infected patients. The prevalence of chronic HCV is expected to decrease to 7.97 million in 2050.28 However, we did not observe a decrease in liver mortality in people 25–29 years in urban areas, <34 years of age in Central China, and 30–39 years of age in Western China. That might be attributed to alcohol consumption in adolescents, which is an emerging problem in China and may lead to an increasing incidence of alcohol-associated liver cancer in young people.16,29

Our study found that the deaths of liver cancer in males was significantly higher than that in females. Females had a larger AAPC of liver cancer mortality from 2008 to 2020. This might be explained by the following evidence. Firstly, multiple serological surveys in China found that males had higher HBsAg-positive rates than females, and the HBsAg positive rate of males to females was increasing gradually.30,31 Secondly, males were more likely to be infected with HBV and HCV and have increased iron stores, which might be associated with the specific sex.32 Finally, in China, alcohol abuse in adolescents is still a common and an emerging problem, and compared with female, males consume more alcohol.29,33,34 Thirdly, tobacco smoking is an attributable cause of liver cancer mortality, national smoking surveys in China reported that the prevalence of smoking was higher in males than that in females.23

Both crude mortality and age-standardized mortality rates were higher in rural than that in urban areas. The disparity of liver cancer mortality between urban and rural areas was consistent with other reports.5,32,35 Compared with rural residents, individuals residing in urban areas may pay more attention to their health.36 Unequal medical resources exist between these two locations, for instance in the availability of antiviral therapy for HBV and HCV, and treatment of liver cirrhosis and liver cancer.35 In addition, the main risk factors, such as HBV and HCV infection, aflatoxin, and sanitary contamination, are more prevalent in rural areas.

In this study, we found that the mortality rate for liver disease was higher in some provinces in Central and Western China (Heilongjiang, Guangxi, Sichuan, and Tibet) than that in Eastern China. The results are consistent with those of previous studies.32,37 The HBsAg positivity rate was higher in Heilongjiang, Guangxi, and Sichuan than that in other provinces. In addition to chronic HBV infection, aflatoxin contamination in central and western China, and special dietary habits (e.g., spicy food) and humid climate in southwest China may be associated with death of liver cancer.38–40 The HBsAg positivity rate in Tibet was the highest in China, but liver cancer mortality was low, possibly because most liver cancer patients died at home and mortality was not accurately monitored.41

The mortality of liver cancer decreased with SDI when SDI exceeded 0.6. This most likely resulted from improvement of sanitary and medical conditions, as well as people’s health awareness. It is worth noting that liver cancer mortality had an upward trend in Tibet and Guangxi with SDI before it exceeded 0.6. With less developed geographic regions, most people die at home without medical diagnosis owing to inconvenient transportation and low health service availability. With the increase in SDI, more death liver cancer deaths were diagnosed, which can explain the upward trend of reported liver cancer mortality.39,41,42

Conclusions

We conducted a long-term data analysis of liver cancer mortality in China from 2008 to 2020 using data from the CDC-DSPs. There was an overall decreasing trend of liver cancer mortality in China in the last decade except for people 50–59 years of age and females 75–79 and >85 years of age. A higher liver cancer mortality burden was observed in males, older people, and people living in rural areas or less developed provinces. In the future, interventions to control liver cancer mortality need to focus on these groups.

Supporting information

Supplementary Table s1

Crude mortality rate and ASMRC of liver cancer by province in 2020 in China.

(DOCX)

Click here for additional data file.

Supplementary Table s2

Crude mortality rate and ASMRC of liver cancer for males in 2020 in China.

(DOCX)

Click here for additional data file.

Supplementary Table s3

Crude mortality rate and ASMRC of liver cancer for females in 2020 in China.

(DOCX)

Click here for additional data file.

Supplementary Table s4

Age-specific mortality rate of liver cancer, stratified by residence and region in 2020.

(DOCX)

Click here for additional data file.

Supplementary Table s5

Crude rates, ASMRC, ASMRW, and AAPC of liver cancer and by sex in 2008–2020 in China.

(DOCX)

Click here for additional data file.

Supplementary Table s6

Crude rates, ASMRC, ASMRW, and AAPC of liver cancer by residence in 2008–2020 in China.

(DOCX)

Click here for additional data file.

Supplementary Table s7

Crude rates, ASMRC, ASMRW, and AAPC of liver cancer by region in 2008–2020 in China.

(DOCX)

Click here for additional data file.

Supplementary Fig. s1

Mortality rates of liver cancer by age, sex, and residence in 2020 in China.

(JPEG)

Click here for additional data file.

Supplementary Fig. s2

Mortality rates of liver cancer by age, sex, and region in 2020 in China.

(JPEG)

Click here for additional data file.

Abbreviations

AAPC: 

average annual percentage change

ASMRC: 

age-standardized mortality rate adjusted by the Chinese standard population

ASMRW: 

age-standardized mortality rate adjusted by the world standard population

CDC: 

Chinese Center for Disease Control and Prevention

CI: 

confidence interval

DAAs: 

direct-acting antiviral drugs

DSPs: 

Disease Surveillance Point System

HBV: 

hepatitis B virus

HCV: 

hepatitis C virus

HCC: 

hepatocellular carcinoma

ICD: 

International Classification of Diseases

NAFLD: 

nonalcoholic fatty liver disease

SDI: 

sociodemographic index

Declarations

Ethical statement

This study was approved by the Ethics Committee of National Center for Chronic and Noncommunicable Disease Control and Prevention in Chinese Center for Disease Control and Prevention (No. 202219-1). The study protocol also conformed to the ethical guidelines of the Declaration of Helsinki revised in 2013. Written informed consent was waived.

Data sharing statement

No additional data are available.

Funding

This study was supported by the National Key R&D Program of China (2022YFA1303804), National Natural Science Foundation of China (NSFC) (82300660 XXW, 81870406 HYR and 81602939 HXL), Capital’s Funds for Health Improvement and Research (2020-4-4087 HXL) and Peking University People’s Hospital Scientific Research Development Funds (RDJP2022-60).

Conflict of interest

LW has been an Executive Associate Editor of Journal of Clinical and Translational Hepatology since 2013, HR has been an Editorial Board Member of Journal of Clinical and Translational Hepatology since 2023. The other authors have no conflict of interests related to this publication.

Authors’ contributions

Concept and design of the study (HL, XW, JQ, HR), acquisition of the data (LjW, PY), analysis and interpretation of the data (FL, LW), drafting of the manuscript (HL, XW, YW, MZ), and critical revision of the manuscript for important intellectual content (HL, XW, JQ, HR). All authors made significant contributions to this study and have approved the final manuscript.

References

  1. Sung H, Ferlay J, Siegel RL, Laversanne M, Soerjomataram I, Jemal A, et al. Global Cancer Statistics 2020: GLOBOCAN Estimates of Incidence and Mortality Worldwide for 36 Cancers in 185 Countries. CA Cancer J Clin 2021;71(3):209-249 View Article PubMed/NCBI
  2. Cao W, Chen HD, Yu YW, Li N, Chen WQ. Changing profiles of cancer burden worldwide and in China: a secondary analysis of the global cancer statistics 2020. Chin Med J (Engl) 2021;134(7):783-791 View Article PubMed/NCBI
  3. Skolnick AA. Armed with epidemiologic research, China launches programs to prevent liver cancer. JAMA 1996;276(18):1458-1459 View Article PubMed/NCBI
  4. Wang FS, Fan JG, Zhang Z, Gao B, Wang HY. The global burden of liver disease: the major impact of China. Hepatology 2014;60(6):2099-2108 View Article PubMed/NCBI
  5. Jiang D, Zhang L, Liu W, Ding Y, Yin J, Ren R, et al. Trends in cancer mortality in China from 2004 to 2018: A nationwide longitudinal study. Cancer Commun (Lond) 2021;41(10):1024-1036 View Article PubMed/NCBI
  6. Yu S, Wang H, Hu T, Yu C, Liu H, Chen X, et al. Disease burden of liver cancer attributable to specific etiologies in China from 1990 to 2019: An age-period-cohort analysis. Sci Prog 2021;104(2):368504211018081 View Article PubMed/NCBI
  7. Yang G, Hu J, Rao KQ, Ma J, Rao C, Lopez AD. Mortality registration and surveillance in China: History, current situation and challenges. Popul Health Metr 2005;3(1):3 View Article PubMed/NCBI
  8. Liu S, Wu X, Lopez AD, Wang L, Cai Y, Page A, et al. An integrated national mortality surveillance system for death registration and mortality surveillance, China. Bull World Health Organ 2016;94(1):46-57 View Article PubMed/NCBI
  9. Lin Z, Lawrence WR, Gong W, Lin L, Hu J, Zhu S, et al. The impact of mortality underreporting on the association of ambient temperature and PM10 with mortality risk in time series study. Heliyon 2023;9(4):e14648 View Article PubMed/NCBI
  10. Guo K, Yin P, Wang L, Ji Y, Li Q, Bishai D, et al. Propensity score weighting for addressing under-reporting in mortality surveillance: a proof-of-concept study using the nationally representative mortality data in China. Popul Health Metr 2015;13:16 View Article PubMed/NCBI
  11. Zhou M, Wang H, Zhu J, Chen W, Wang L, Liu S, et al. Cause-specific mortality for 240 causes in China during 1990-2013: a systematic subnational analysis for the Global Burden of Disease Study 2013. Lancet 2016;387(10015):251-272 View Article PubMed/NCBI
  12. Wang Y, Li X, Zhou M, Luo S, Liang J, Liddell CA, et al. Under-5 mortality in 2851 Chinese counties, 1996-2012: a subnational assessment of achieving MDG 4 goals in China. Lancet 2016;387(10015):273-283 View Article PubMed/NCBI
  13. Zhou M, Wang H. National and regional under-5 mortality in China in the past two decades. Lancet Glob Health 2017;5(2):e121-e122 View Article PubMed/NCBI
  14. Kim HJ, Fay MP, Feuer EJ, Midthune DN. Permutation tests for joinpoint regression with applications to cancer rates. Stat Med 2000;19(3):335-351 View Article PubMed/NCBI
  15. Thomas JA, Kendall BJ, El-Serag HB, Thrift AP, Macdonald GA. Hepatocellular and extrahepatic cancer risk in people with non-alcoholic fatty liver disease. Lancet Gastroenterol Hepatol 2024;9(2):159-169 View Article PubMed/NCBI
  16. Liu Z, Mao X, Jiang Y, Cai N, Jin L, Zhang T, et al. Changing trends in the disease burden of primary liver cancer caused by specific etiologies in China. Cancer Med 2019;8(12):5787-5799 View Article PubMed/NCBI
  17. Yang WS, Zeng XF, Liu ZN, Zhao QH, Tan YT, Gao J, et al. Diet and liver cancer risk: a narrative review of epidemiological evidence. Br J Nutr 2020;124(3):330-340 View Article PubMed/NCBI
  18. Toh MR, Wong EYT, Wong SH, Ng AWT, Loo LH, Chow PK, et al. Global Epidemiology and Genetics of Hepatocellular Carcinoma. Gastroenterology 2023;164(5):766-782 View Article PubMed/NCBI
  19. Palmer JR, Rosenberg L, Kaufman DW, Warshauer ME, Stolley P, Shapiro S. Oral contraceptive use and liver cancer. Am J Epidemiol 1989;130:878-882 View Article PubMed/NCBI
  20. VoPham T, Bertrand KA, Yuan JM, Tamimi RM, Hart JE, Laden F. Ambient ultraviolet radiation exposure and hepatocellular carcinoma incidence in the United States. Environ Health 2017;16(1):89 View Article PubMed/NCBI
  21. Huang DQ, Mathurin P, Cortez-Pinto H, Loomba R. Global epidemiology of alcohol-associated cirrhosis and HCC: trends, projections and risk factors. Nat Rev Gastroenterol Hepatol 2023;20(1):37-49 View Article PubMed/NCBI
  22. Yang F, Ma L, Yang Y, Liu W, Zhao J, Chen X, et al. Contribution of Hepatitis B Virus Infection to the Aggressiveness of Primary Liver Cancer: A Clinical Epidemiological Study in Eastern China. Front Oncol 2019;9:370 View Article PubMed/NCBI
  23. Choi S, Kim BK, Yon DK, Lee SW, Lee HG, Chang HH, et al. Global burden of primary liver cancer and its association with underlying aetiologies, sociodemographic status, and sex differences from 1990-2019: A DALY-based analysis of the Global Burden of Disease 2019 study. Clin Mol Hepatol 2023;29(2):433-452 View Article PubMed/NCBI
  24. Ji XW, Jiang Y, Wu H, Zhou P, Tan YT, Li HL, et al. Long-term liver cancer incidence and mortality trends in the Changning District of Shanghai, China. J Dig Dis 2020;21(4):230-236 View Article PubMed/NCBI
  25. Tang X, Allain JP, Wang H, Rong X, Chen J, Huang K, et al. Incidence of hepatitis B virus infection in young Chinese blood donors born after mandatory implementation of neonatal hepatitis B vaccination nationwide. J Viral Hepat 2018;25(9):1008-1016 View Article PubMed/NCBI
  26. Zhang M, Wu R, Xu H, Uhanova J, Gish R, Wen X, et al. Changing incidence of reported viral hepatitis in China from 2004 to 2016: an observational study. BMJ Open 2019;9(8):e028248 View Article PubMed/NCBI
  27. Gao X, Zhan M, Wang L, Ding Y, Niu J. Timing of DAA Initiation After Curative Treatment and Its Relationship with the Recurrence of HCV-Related HCC. J Hepatocell Carcinoma 2020;7:347-360 View Article PubMed/NCBI
  28. Wu J, Zhou Y, Fu X, Deng M, Zheng Y, Tian G, et al. The Burden of Chronic Hepatitis C in China From 2004 to 2050: An Individual-Based Modeling Study. Hepatology 2019;69(4):1442-1452 View Article PubMed/NCBI
  29. Hu A, Jiang H, Dowling R, Guo L, Zhao X, Hao W, et al. The transition of alcohol control in China 1990-2019: Impacts and recommendations. Int J Drug Policy 2022;105:103698 View Article PubMed/NCBI
  30. Liang XF, Bi SL, Yang WZ, Wang LD, Cui G, Cui FQ, et al. Reprint of: Epidemiological serosurvey of Hepatitis B in China-Declining HBV prevalence due to Hepatitis B vaccination. Vaccine 2013;31:J21-J28 View Article PubMed/NCBI
  31. Ding C, Fu X, Zhou Y, Liu X, Wu J, Huang C, et al. Disease burden of liver cancer in China from 1997 to 2016: an observational study based on the Global Burden of Diseases. BMJ Open 2019;9(4):e025613 View Article PubMed/NCBI
  32. Fang JY, Wu KS, Zeng Y, Tang WR, Du PL, Xu ZX, et al. Liver cancer mortality characteristics and trends in China from 1991 to 2012. Asian Pac J Cancer Prev 2015;16(5):1959-1964 View Article PubMed/NCBI
  33. Li Y, Jiang Y, Zhang M, Yin P, Wu F, et al. Drinking behaviour among men and women in China: the 2007 China Chronic Disease and Risk Factor Surveillance. Addiction 2011;106(11):1946-56 View Article PubMed/NCBI
  34. Tang Z, Ding Y, Zhang W, Zhang R, Zhang L, Wang M, et al. Epidemiological characteristics of alcohol-related liver disease in China: a systematic review and meta-analysis. BMC Public Health 2023;23(1):1276 View Article PubMed/NCBI
  35. Sun Y, Wang Y, Li M, Cheng K, Zhao X, Zheng Y, et al. Long-term trends of liver cancer mortality by gender in urban and rural areas in China: an age-period-cohort analysis. BMJ Open 2018;8(2):e020490 View Article PubMed/NCBI
  36. Fei FR, Hu RY, Gong WW, Pan J, Wang M. Analysis of Mortality and Survival Rate of Liver Cancer in Zhejiang Province in China: A General Population-Based Study. Can J Gastroenterol Hepatol 2019;2019:1074286 View Article PubMed/NCBI
  37. Chen WQ, Zou XN, Zhang SW. Analysis of liver cancer geographical characteristics in China. Shi Yong Zhong Liu Xue Za Zhi 2008;22(3):201-203 View Article PubMed/NCBI
  38. Sun HX, Zhang MX, Wang WY, Jia HH, Lan L, Song BB. An analysis of incidence and mortality of liver cancer in the registries of Heilongjiang Province from 2013 to 2017. Zhongguo Ai Zheng Fang Zhi Za Zhi 2021;13(2):149-154 View Article PubMed/NCBI
  39. Rong MH, Ge LY, Yu JH, Li QL, Cao J. Analysis of Liver Cancer Screening Results in Guangxi Urban Cancer Early Detection and Treatment Project, 2014-2019. Zhongguo Zhong Liu 2021;30(5):328-333 View Article PubMed/NCBI
  40. Cheng SW, Dong T, Zhang X, Li Y, Zeng J, Xu XY, et al. Cancer Incidence and Mortality in Registration Areas of Sichuan Province,2016. Zhongguo Ai Zheng Fang Zhi Za Zhi 2021;34(7):604-610 View Article PubMed/NCBI
  41. Huang ZJ, Zhou MG, Wang LJ. Study on the geographic distribution of liver cancer mortality and HBsAg carrier in China. Ji Bing Jian Ce 2007;22(4):242-245 View Article PubMed/NCBI
  42. Zhao H, Ma XH, Lv N, Liu XX, Bianba CR, Song CY. Current status of hepatitis B virus infection and its influencing factors in visiting patients in Ngari perfecture People’s hospital of Tibet. Zhongguo Gan Ran Kong Zhi Za Zhi 2019;18(5):410-415 View Article PubMed/NCBI

Copyright © 2022 Authors. This is an Open Access article distributed under the terms of the Creative Commons Attribution-Noncommercial 4.0 License (CC BY-NC 4.0), permitting all non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.

  • Journal of Clinical and Translational Hepatology
  • pISSN 2225-0719
  • eISSN 2310-8819

Download PDF

Metrics

Article accesses:
3003

Citation

Order Reprints
  • Copyright © 2022 JCTH. All Rights Reserved.
  • Published by Xia & He Publishing Inc.
  • Address: 14090 Southwest Freeway, Suite 300, Sugar Land, Texas 77478, USA
  • Email: service@xiahepublishing.com