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Table 1 Characteristics of included studies

From: Associations between food groups and liver cancer: a systematic review and meta-analysis of observational studies

Author, year

Country

Study type

Research period

Case/participants or controls

Dietary assessment method

Exposure details

Type of liver cancer

Adjusted

NOS

 

Lam KC et al. [30], 1982

China

Retrospective

1977–1980

107/107

Dietary habits questionnaire

Legumes, nuts

HCC

Age, sex

5

 

La Vecchia C et al. [34], 1988

Italy

Retrospective

NA

151/1051

FFQ

Egg, whole grains

HCC

Age, sex

5

 

Hirayama T [21], 1989

Japan

Prospective

1966–1982

788/122,261

NA

Legumes

PLC

NA

5

 

Chen CJ et al. [31], 1991

China

Retrospective

1985–1987

200/200

SFFQ

Nuts

HCC

Age, sex, ethnic group and residential area

6

 

Srivatanakul P et al. [31],1991

Thailand

Retrospective

1984–1991

65/65

SFFQ

Nuts

HCC

NA

4

 

Fukuda K et al. [23], 1993

Japan

Retrospective

1986–1992

368/485

SFFQ

Egg

HCC

Age, sex

5

 

Zhang JY et al. [24],1998

China

Retrospective

1994–1995

152/115

SFFQ

Nuts

HCC

Liver disease (individual and family), drinking of alcohol, cigarette smoking, dietary aflatoxin intake, contact a toxic substance, blood transfusion, psychological distress, and infection with HBV and HCV

6

 

Yu SZ et al. [25], 2002

China

Retrospective

1995–1997

248/248

SFFQ

Nuts, egg, poultry

HCC

Age, sex and residence

8

 

Sharp GB et al. [26], 2005

Japan

Prospective

1964–1988

102/237

FFQ

Legumes

HCC

Sex, city, liver irradiation level, attained age, year of death, HBV and HCV

6

 

Talamini R et al. [34],2006

Italy

Retrospective

1999–2002

185/412

FFQ

Egg, refined grains

HCC

Gender, age, centre, education, place of birth, drinking habits, maximal lifetime alcohol intake, hepatitis viruses (HBsAg and anti-HCV), and total energy intake

7

 

Kurahashi N et al. [32],2009

Japan

Prospective

1993–2005

101/19,998

FFQ

Legumes

HCC

Age, area, HCV, HBsAg, smoking status, alcohol consumption, and intake of coffee and vegetables, menopausal status in women

8

 

Kanazir M et al. [35],2010

Serbia

Retrospective

2004–2007

45/90

FFQ

Legumes, poultry

HCC

Age, sex

5

 

Soliman AS et al. [47],2010

Egypt

Retrospective

2007–2009

149/150

SFFQ

Nuts

HCC

Age, sex

7

 

Daniel CR et al. [40],2011

America

Prospective

1995–2006

582/492,186

FFQ

Poultry

HCC

Red meat intake, age, sex, education, marital status, family history of cancer, race, BMI, smoking status, frequency of vigorous physical activity, MHT in women, and intake of alcohol, fruit, vegetables, and total energy; mutually adjusted for intake of fish or poultry

9

 

Fedirko V et al. [36], 2013

EPIC

Prospective

1992–2010

191/4,772,006

FFQ

Poultry

HCC

Smoking status, sex-specific physical activity level, self-reported diabetes status, lifetime alcohol intake pattern, BMI, baseline intakes of coffee, alcohol, dietary fiber and hepatitis viruses

9

 

Zhang W et al. [27],2013

China

Prospective

1997–2011

267/132,837

FFQ

Legumes

PLC

Age, sex, body mass index, total energy intake, family income level, education level, family history of liver cancer, history of diabetes, history of cholelithiasis or cholecystectomy, vitamin C and E and multivitamin supplement use, and mutual adjustment for these dietary patterns

9

 

Stepien M et al. [37], 2016

Denmark, France, Greece, Germany, Italy, the

Netherlands, Norway, Spain, Sweden, and the United Kingdom

Prospective

1992–2010

191/477,206

Country-specific dietary questionnaires

Sweetened beverages

HCC

Non-alcoholic energy intake and stratified by age (1-year intervals), sex, study centre, BMI, sex-specific physical activity, education level, alcohol at recruitment and alcohol intake pattern, smoking intensity, duration and history diabetes status

8

 

Rizk M et al. [38],2018

France

Retrospective

2008–2012

181/401

Diet history questionnaire

Legumes, nuts, egg, whole grains, refined grains, sweetened beverages

HCC

Age, gender, center, total energy from nonalcoholic sources, cirrhosis diagnosis, child-pugh score, diabetes, etiology of cirrhosis, alcohol consumption and occupational physical activity

6

 

Luo X et al. [44], 2019

America

Prospective

1980–2012

160/137,608

FFQ

Sweetened beverages

HCC

Age (in months), study period (two-year interval), gender (women, men), race (White, non-White), physical activity (3, 3-<27, >=27

METS-hours/week), smoking status (never, past, current), body mass index (kg/m2, continuous), aspirin use (yes, no), alcohol intake (g/day,

continuous), and total calorie intake (kcal/day, tertiles)

8

 

Ma Y et al. [41], 2019

America

Prospective

1976–2012

163/142,857

FFQ

Poultry

HCC

Age, sex, race, physical-activity level, body mass index, smoking, type 2 diabetes, regular aspirin use, alcohol intake and total calorie intake

8

 

Sui J et al. [42], 2019

America

Prospective

1980–2012

162/140,275

FFQ

Nuts

HCC

Age, gender, race, physical activity, BMI, smoking status, aspirin use, type II diabetes, total alcohol intake, total coffee intake, total calorie intake and hepatitis viruses

9

 

Yang W et al. [43], 2019

America

Prospective

1984–2012

141/125,455

FFQ

Whole grains

HCC

Age (in months), race (white vs. nonwhite), physical activity level

(metabolic equivalent of task–hours per week; continuous variable), body

mass index (calculated as weight in kilograms divided by height in meters

squared, continuous variable), smoking (0, 1 to < 10, 10 pack-years), regular

aspirin use (yes or no); alcohol intake (< 5, 5 to < 15, 15 g/d), and type 2

diabetes (yes or no)

8

 

Shawon MA et al. [28], 2020

Bangladesh

Retrospective

2018–2019

80/101

FFQ

Egg

HCC

Age, sex, income, and sociodemographic status

4

 

Abe SK et al. [29], 2021

Japan

Prospective

1995–2013

534/75,089

FFQ

Legumes

HCC

BMI, history of type 2 diabetes, smoking status, alcohol consumption, coffee intake, and menopausal status in women

8

 

Liu X et al. [45], 2021

America

Prospective

1995–2011

940/485,717

FFQ

Whole grains

PLC

Age(continuous), level of

education (‘<=11 years’, ‘high school’, ‘vocational technology school’, ‘some college’, ‘college/postgraduate’), race (‘non-Hispanic white’, ‘non-Hispanic black’, ‘Hispanic’, ‘Asian, Pacific Islander, or

American Indian/Alaskan native’), BMI (‘<25’, ‘25–30’, ‘30+’ kg/m2), alcohol use (‘non-drinker’, ‘0.1–4.9’, ‘5–9.9’, ‘10+’,gram/day), tobacco smoking (‘never smoked’, ‘former smoker’, ‘current smoker’),

physical activity (‘never’, ‘rarely’, ‘1–3 time per month’, ‘1–2 times per week’, ‘3–4 times per week’, ‘5 + times per week’), history of diabetes (‘no’, ‘yes’) and total energy intake (continuous)

8

 

Jones GS et al. [46], 2022

America

Prospective

NIH-AARP study: 1995–2011; PLOS:1993–2017

839/485,717

Dietary habits questionnaire

Sweetened beverages

PLC

Age at baseline, sex, race/ethnicity, body mass index, smoking,

alcohol use, study, total energy intake (kcal/day).

8

 

Guo W et al. [39], 2022

United Kingdom

Prospective

2006–2021

669/372,492

FFQ

Poultry

PLC

Age, sex, race, education level, Townsend Deprivation Index (quartiles), drinking status, smoking status, exercise, BMI and diabetes.

8

 
  1. FFQ: Food Frequency Questionnaire; SFFQ: Self-administered Food Frequency Questionnaire; PLC: Primary Liver Cancer; HCC: Hepatocellular carcinoma; EPIC: European Prospective Investigation into Cancer and Nutrition; NA: Not Applicable