# Systematic Review with Meta-analysis: Association of Helicobacter pylori Infection with Esophageal Cancer

Authors: Huiqin Gao; Lunan Li; Chenjing Zhang; Jiangfeng Tu; Xiaoge Geng; Jingya Wang; Xiaolu Zhou; Jiyong Jing; Wensheng Pan
Journal: Gastroenterology Research and Practice
 (2019)

---

## Abstract

Background. Helicobacter pylori is an important carcinogenic factor in gastric cancer. Studies have shown that Helicobacter pylori infection is inversely associated with certain diseases such as esophageal cancer and whose infection appears to have a “protective effect.” At present, the relationship between Helicobacter pylori infection and esophageal cancer remains controversial. This study was designed to investigate the relationship between Helicobacter pylori infection and the risk of esophageal cancer in different regions and ethnicities. Methods. Systematic search of the articles on the relationship between Helicobacter pylori infection and esophageal cancer from the database with the duration time up to December 2018. This systematic review was performed under the MOOSE guidelines. Results. This meta-analysis included 35 studies with 345,886 patients enrolled. There was no significant correlation between Helicobacter pylori infection and esophageal squamous cell carcinoma in the general population (OR: 0.84; 95% CI: 0.64-1.09/OR: 0.74; 95% CI: 0.54-0.97). However, a significant correlation was found in the Middle East (OR: 0.34; 95% CI: 0.22-0.52/95% CI: 0.26-0.44). There was no significant difference in the prevalence of Helicobacter pylori between the case group and the control group in esophageal adenocarcinoma (8.87% vs. 9.67%). The pooled OR was 0.55 (95% CI: 0.43-0.70) or 0.23 (95% CI: 0.15-0.36). When grouped by match or not, the pooled OR of the nonmatching group and the matching group was 0.48/0.21 (95% CI: 0.36-0.65/95% CI: 0.13-0.36) and 0.73/0.71 (95% CI: 0.57-0.92/95% CI: 0.60-0.84), respectively. Conclusion. In the general populations, no significant association was found between Helicobacter pylori infection and the risk of esophageal squamous cell carcinoma. However, lower risk was found in the Middle East. Helicobacter pylori infection may reduce the risk of esophageal adenocarcinoma, but such “protection effect” may be overestimated.


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## Body

## 1. Introduction

Esophageal cancer ranks the eighth in the world’s cancer incidence and the sixth in the global cancer death cause [1]. There are two major histological subtypes of the esophagus: esophageal squamous cell carcinoma (ESCC) and esophageal adenocarcinoma (EAC). ESCC and EAC have different geographic and demographic models. ESCC has a high incidence in many developing countries. The most important risk factors in Western countries are smoking and habitual consumption of alcohol. In developed countries such as North America, Australia, and Europe, esophageal adenocarcinoma has become the main subtype of esophageal cancer; its major risk factors include chronic gastroesophageal reflux disease, obesity, and smoking [2–4].Helicobacter pylori is a common bacterium in the upper digestive tract, which infects about half of the world [5]. Marshall and Warren first reported the cultivation of Helicobacter pylori from human gastric mucosa in 1983 [6]. The International Agency for Research on Cancer and the World Health Organization believed that Helicobacter pylori is a carcinogen of gastric cancer [7]. However, some studies have shown that Helicobacter pylori infection is negatively correlated with some diseases [8–11]. Helicobacter pylori infection appeared to have a “protective effect.” Since the 20th century, the prevalence of Helicobacter pylori has declined in Western countries; the incidence of esophageal cancer has subsequently increased. Although the previous meta-analysis has systematically illustrated on the relationship between them, there has been controversy [12–15]. At present, the relationship between Helicobacter pylori and esophageal squamous cell carcinoma has not been clearly explained; the evidence of its protective or harmful effects on esophageal adenocarcinoma is still contradictory. In recent years, articles on the relationship between Helicobacter pylori and esophageal cancer have been published in succession; new data can be used to further analyze the relationship between Helicobacter pylori and esophageal cancer. Moreover, whether there are different relations between different regions and ethnicities has not been specifically explained. Therefore, we did a meta-analysis to explore the relationship between Helicobacter pylori infection and the risk of esophageal cancer in different regions and ethnicities.


## 2. Methods

The data of this meta-analysis were collected based on the Meta-analysis of Observational Studies in Epidemiology (MOOSE) statements [16] (Table S3).


### 2.1. Data Source and Search Strategy

All articles and abstracts published up to December 2018 were systematically searched in Embase and PubMed using MeSH terms and free words. Some of the database search MeSH terms are the following: “Esophageal Neoplasms”, “Esophageal squamous cell carcinoma”, “Adenocarcinoma of Esophagus”, and “Helicobacter pylori”. Comprehensive search terms are listed in the appendix. Besides, manual searches were conducted to ensure that all articles were related to our subject. Other sources are from related articles mentioned in the previous related meta-analysis [17–20]. There are no predetermined study design types, language restrictions, or publication years.


### 2.2. Study Selection

The two authors (HQ Gao and LN Li) independently selected articles to be included and conducted critical assessments. Discrepancies were resolved by reaching a consensus with the senior author (JY Jing). Eligible studies were selected according to the following inclusion criteria: (1) they are studies on the relationship between Helicobacter pylori infection and esophageal cancer, (2) the incidence of esophageal cancer in the control and case groups can be extracted when exposed to or not exposed to Helicobacter pylori, (3) the odds ratio (OR) (case-control study) or relative risk (RR) (cohort study) and 95% confidence interval (95% CI) can be directly or indirectly calculated, and (4) the full text can be obtained. The exclusion criteria are (1) unobtainable full text, (2) the repeated study of the same population sample, and (3) the secondary data analysis literature such as review or meta-analysis.


### 2.3. Data Extraction

Data extraction was independently completed by the two researchers (HQ Gao and LN Li). First of all, after the thorough review of the title and abstract, obtain the full-text literature which meets the inclusion criteria. Two sides discuss for the controversial literature and seek the third senior researcher (JY Jing) to make a final decision if controversies were meet. The following data were extracted from each article: first author’s name, year of publication, study country, ethnicity, study type, study subject, Helicobacter pylori test method, and number of control and case groups, as well as related measurement indicators (OR or RR and 95% CI).


### 2.4. Quality Assessment

Two authors (HQ Gao and LN Li) independently evaluated the quality of the articles. Discrepancies were resolved by reaching a consensus with the senior author (JY Jing). The quality of the literature was evaluated using the Newcastle-Ottawa Scale (NOS) [21]. The scale was evaluated from study population selection (4 points), intergroup comparability (2 points), and exposure or outcome evaluation (3 points). The total score is 9 points, with higher scores indicating better methodological quality.


### 2.5. Risk of Bias Assessment

The two authors (HQ Gao and LN Li) performed the risk assessment of the included studies. Any disputes or inconsistencies were discussed in the group to achieve a consistent result. The risk of bias was evaluated by the ROBINS-I (Risk Of Bias In Nonrandomized Studies—of Interventions) tool [22]. Based on the risk of bias of seven different domains, the overall bias risk for each outcome and study was estimated. It is divided into three parts: preintervention (bias due to confounding, bias in selection of participants into the study), at intervention (bias in classification of interventions), and postintervention (bias due to deviations from intended interventions, bias due to missing data, bias in measurement of outcomes, and bias in selection of the reported result).


### 2.6. Statistical Analysis

The relationship between Helicobacter pylori and esophageal cancer was summarized by the binary method. OR and 95% CI were calculated for each study. To investigate the sources of heterogeneity, we carried out the following tests: heterogeneity tests, subgroup analysis, metaregression analysis, and sensitivity analysis. The heterogeneity of each study was statistically analyzed byQ test and I2 test. When I2 was 0–40%, it means littler no heterogeneity, 30–60% means moderate heterogeneity, 50–90% indicates substantial heterogeneity, and 75-100% indicates considerable heterogeneity [23]. If there is moderate heterogeneity or above, we use the Hartung-Knapp-Sidik-Jonkman (HKSJ) method for further statistics [24]. The random effects model is used to pool the analysis [25], and subgroup analysis is carried out according to the factors that may cause heterogeneity (ethnicity, study area, study type, study object, Helicobacter pylori detection method, and whether the study population of control group and case group is matched by gender, age, and race). Subsequently, restricted maximum likelihood-based random effects metaregression analyses were carried out to evaluate potential heterogeneous factors. Univariate metaregression analysis was conducted first, after which the variables that were significant at the 0.1 level were entered into the multivariable model. Sensitivity analysis verifies the stability of the results by eliminating each study one by one. Assessment of potential publication bias was made using Harbord weighted linear regression and funnel plots. Data collation and analysis were performed using Stata13.1 software and RStudio software.


## 2.1. Data Source and Search Strategy

All articles and abstracts published up to December 2018 were systematically searched in Embase and PubMed using MeSH terms and free words. Some of the database search MeSH terms are the following: “Esophageal Neoplasms”, “Esophageal squamous cell carcinoma”, “Adenocarcinoma of Esophagus”, and “Helicobacter pylori”. Comprehensive search terms are listed in the appendix. Besides, manual searches were conducted to ensure that all articles were related to our subject. Other sources are from related articles mentioned in the previous related meta-analysis [17–20]. There are no predetermined study design types, language restrictions, or publication years.


## 2.2. Study Selection

The two authors (HQ Gao and LN Li) independently selected articles to be included and conducted critical assessments. Discrepancies were resolved by reaching a consensus with the senior author (JY Jing). Eligible studies were selected according to the following inclusion criteria: (1) they are studies on the relationship between Helicobacter pylori infection and esophageal cancer, (2) the incidence of esophageal cancer in the control and case groups can be extracted when exposed to or not exposed to Helicobacter pylori, (3) the odds ratio (OR) (case-control study) or relative risk (RR) (cohort study) and 95% confidence interval (95% CI) can be directly or indirectly calculated, and (4) the full text can be obtained. The exclusion criteria are (1) unobtainable full text, (2) the repeated study of the same population sample, and (3) the secondary data analysis literature such as review or meta-analysis.


## 2.3. Data Extraction

Data extraction was independently completed by the two researchers (HQ Gao and LN Li). First of all, after the thorough review of the title and abstract, obtain the full-text literature which meets the inclusion criteria. Two sides discuss for the controversial literature and seek the third senior researcher (JY Jing) to make a final decision if controversies were meet. The following data were extracted from each article: first author’s name, year of publication, study country, ethnicity, study type, study subject, Helicobacter pylori test method, and number of control and case groups, as well as related measurement indicators (OR or RR and 95% CI).


## 2.4. Quality Assessment

Two authors (HQ Gao and LN Li) independently evaluated the quality of the articles. Discrepancies were resolved by reaching a consensus with the senior author (JY Jing). The quality of the literature was evaluated using the Newcastle-Ottawa Scale (NOS) [21]. The scale was evaluated from study population selection (4 points), intergroup comparability (2 points), and exposure or outcome evaluation (3 points). The total score is 9 points, with higher scores indicating better methodological quality.


## 2.5. Risk of Bias Assessment

The two authors (HQ Gao and LN Li) performed the risk assessment of the included studies. Any disputes or inconsistencies were discussed in the group to achieve a consistent result. The risk of bias was evaluated by the ROBINS-I (Risk Of Bias In Nonrandomized Studies—of Interventions) tool [22]. Based on the risk of bias of seven different domains, the overall bias risk for each outcome and study was estimated. It is divided into three parts: preintervention (bias due to confounding, bias in selection of participants into the study), at intervention (bias in classification of interventions), and postintervention (bias due to deviations from intended interventions, bias due to missing data, bias in measurement of outcomes, and bias in selection of the reported result).


## 2.6. Statistical Analysis

The relationship between Helicobacter pylori and esophageal cancer was summarized by the binary method. OR and 95% CI were calculated for each study. To investigate the sources of heterogeneity, we carried out the following tests: heterogeneity tests, subgroup analysis, metaregression analysis, and sensitivity analysis. The heterogeneity of each study was statistically analyzed byQ test and I2 test. When I2 was 0–40%, it means littler no heterogeneity, 30–60% means moderate heterogeneity, 50–90% indicates substantial heterogeneity, and 75-100% indicates considerable heterogeneity [23]. If there is moderate heterogeneity or above, we use the Hartung-Knapp-Sidik-Jonkman (HKSJ) method for further statistics [24]. The random effects model is used to pool the analysis [25], and subgroup analysis is carried out according to the factors that may cause heterogeneity (ethnicity, study area, study type, study object, Helicobacter pylori detection method, and whether the study population of control group and case group is matched by gender, age, and race). Subsequently, restricted maximum likelihood-based random effects metaregression analyses were carried out to evaluate potential heterogeneous factors. Univariate metaregression analysis was conducted first, after which the variables that were significant at the 0.1 level were entered into the multivariable model. Sensitivity analysis verifies the stability of the results by eliminating each study one by one. Assessment of potential publication bias was made using Harbord weighted linear regression and funnel plots. Data collation and analysis were performed using Stata13.1 software and RStudio software.


## 3. Results

### 3.1. Characteristics of Studies

According to the inclusion and exclusion criteria, a total of 35 studies were included in our study [17–20, 26–56]. A flow diagram for our systematic review is shown in Figure 1. Table 1 summarized the baseline characteristics of the included studies. Twelve studies from North America [17–20, 28, 40, 46, 48, 50, 54–56], ten studies from Europe [26, 32, 33, 36, 39, 42, 43, 49, 52, 53], eight studies from East Asia [27, 31, 37, 38, 44, 45, 47, 51], four studies from the Middle East [29, 30, 34, 41], and one study from Oceania [35]. Regarding the study type, thirty-three of them are case-control studies [17–20, 27–30, 32–56] and two of them are cohort studies [26, 31]. Table 2(a) summarized the data of Helicobacter pylori infection in esophageal squamous cell carcinoma, with a total of 37,114 patients, including 2,063 patients in the case group and 35,051 patients in the control group. Table 2(b) contains the data of esophageal adenocarcinoma, with a total of 308,772 patients, including 7,687 patients in the case group and 301,085 patients in the control group. Furthermore, 14 studies involved esophageal adenocarcinoma [18, 19, 28, 39–42, 46, 48, 50, 53–56], 15 studies involved esophageal squamous cell carcinoma [17, 27, 29–34, 36–38, 44, 45, 47, 51], and 6 studies involved both types [20, 26, 35, 43, 49, 52]. According to the Newcastle-Ottawa Scale, sixteen studies were ranked as very good [17, 19, 20, 26, 29, 32, 33, 35, 39, 40, 43, 44, 48–50, 56], seventeen as good [18, 28, 31, 34, 36–38, 41, 42, 45–47, 51–55], and two as satisfactory [27, 30] (Table S1).Figure 1
Flowchart showing selection of publications for review.Table 1
Characteristics of literatures included in the meta-analysis.
First author
Study country
Ethnicity
Study type
Study object
Age∗
Sex§ (% male)
Matched∗∗
Follow-up
Talley et al.
America
Caucasians
Case-control
Clin (S)
63
49
Yes
—
Chow et al.
America
Caucasians
Case-control
Pop (A)
—
—
Yes
—
Grimley et al.
America
Caucasians
Case-control
Clin (A)
70
70-78
No
—
Öberg et al.
America
Caucasians
Case-control
Clin (A)
—
—
No
—
Peek et al.
America
Caucasians
Case-control
Clin (A)
61
97
No
—
Vieth et al.
Germany
Caucasians
Case-control
Clin (A)
—
—
—
—
Weston et al.
America
Caucasians
Case-control
Clin (A)
60.6
100
No
—
Henrik et al.
Sweden
Caucasians
Case-control
Pop (S, A)
49.6
—
No
—
Wu et al.
America
Caucasians
Case-control
Pop (A)
—
—
Yes
—
El-Omar et al.
America
Caucasians
Case-control
Pop (S, A)
S: 66A: 65
S: 89A: 86
S: NoA: Yes
—
Wang et al.
China
Mongolians
Case-control
Pop (S)
—
—
No
—
Ye et al.
Sweden
Caucasians
Case-control
Pop (S, A)
S: 64A: 69
S: 69A: 91
NoNo
—
De Martel et al.
America
Caucasians
Case-control
Pop (A)
47.9
80.4
Yes
—
Wu et al.
China
Mongolians
Case-control
Pop (S)
—
91.3
No
—
Anandasabapathy et al.
America
Caucasians
Case-control
Clin (A)
59.23
94.3
No
—
Kamangar et al.
China
Mongolians
Case-control
Pop (S)
54.5
46.3
No
—
Iijima et al.
Japan
Mongolians
Case-control
Clin (S)
68.6
90.4
No
—
Simán et al.
Sweden
Caucasians
Case-control
Pop (S, A)
S: 50.6A: 49.3
S: 81.1A: 91.7
NoNo
—
Anderson et al.
Ireland
Caucasians
Case-control
Pop (A)
64.2
84
No
—
Früh et al.
Canada
Caucasians
Case-control
Clin (A)
64
88
Yes
—
Löfdahl et al.
Sweden
Caucasians
Case-control
Pop (A)
—
—
No
—
Derakhshan et al.
Iran
Caucasians
Case-control
Clin (A)
63.9
63.2
No
—
Wu et al.
China
Mongolians
Case-control
Pop (S)
58.3
95
—
—
Hu et al.
China
Mongolians
Case-control
Clin (S)
—
97
Yes
—
Whiteman et al.
Australia
Australian
Case-control
Pop (S, A)
—
S: 58A: 92
NoNo
—
Cook et al.
Finland
Caucasians
Case-control
Pop (S)
57.7
—
No
—
Venerito et al.
Germany
Caucasians
Case-control
Clin (S)
64.9
69.3
No
—
Khoshbaten et al.
Iran
Caucasians
Case-control
Clin (S)
63.9
64
No
—
Murphy et al.
Finland
Caucasians
Case-control
Pop (S)
57.9
—
No
—
Xue et al.
China
Mongolians
Cohort
Pop (S)
45.29
36.91
—
15 y
Obayo et al.
Uganda
Negroes
Case-control
Clin (S)
—
—
—
—
Poyrazoglu et al.
Iran
Caucasians
Case-control
Clin (S)
—
—
No
—
Sonnenberg et al.
America
Mixed race
Case-control
Clin (A)
66.8
79.3
No
—
Tseng et al.
China
Mongolians
Case-control
Pop (S)
—
—
—
—
Vohlonen et al.
Finland
Caucasians
Cohort
Pop (S, A)
—
100
No
15 y
Note:∗average or median age in case group; §the proportion of males in the case group; ∗∗does the case group match the age, sex, or race of the control group? Clin: clinical-based; Pop: population-based; S: esophageal squamous cell carcinoma; A: esophageal adenocarcinoma.Table 2
(a)
The data of Helicobacter pylori infection in esophageal squamous cell carcinoma
First author
Year
Esophageal squamous cell carcinoma
Hp
Case
Control
Hp+
Hp-
Hp+
Hp-
Test method
Talley et al.
1991
20
21
96
156
S
Henrik et al.
2001
10
19
67
82
S
El-Omar et al.
2003
31
22
84
126
S
Wang et al.
2003
33
30
145
165
S
Ye et al.
2004
32
53
198
301
S
Wu et al.
2005
28
99
74
97
S
Kamangar et al.
2007
254
81
662
330
S
Iijima et al.
2007
60
13
56
17
S, H, U
Simán et al.
2007
15
22
68
61
S
Wu et al.
2009
112
205
563
540
S
Hu et al.
2009
66
114
102
92
S
Whiteman et al.
2010
54
154
302
1,014
S
Cook et al.
2010
64
14
71
20
S
Venerito et al.
2011
53
22
53
22
S, H, U
Khoshbaten et al.
2011
58
42
83
17
S
Murphy et al.
2012
64
18
63
19
S
Xue et al.
2013
7
3
988
503
S
Obayo et al.
2015
14
3
69
5
U
Poyrazoglu et al.
2017
66
30
128
23
U
Tseng et al.
2017
12
25
3,638
12,541
S, H, U
Vohlonen et al.
2018
6
14
6,178
5,232
S
Note: Hp: Helicobacter pylori; S: serology; H: histology; U: rapid urease test.
(b)
The data of Helicobacter pylori infection in esophageal adenocarcinoma
First author
Year
Esophageal adenocarcinoma
Hp
Case
Control
Hp+
Hp-
Hp+
Hp-
Test method
Chow et al.
1998
38
91
86
137
S
Grimley et al.
1999
24
16
25
21
S
Öberg et al.
1999
5
32
32
197
H
Peek et al.
1999
11
19
20
28
S, H
Vieth et al.
2000
66
72
468
244
H
Weston et al.
2000
3
17
96
121
H
Henrik et al.
2001
0
7
67
82
S
Wu et al.
2003
49
31
230
126
S
El-Omar et al.
2003
35
73
84
126
S
Ye et al.
2004
18
79
198
301
S
De Martel et al.
2005
19
32
74
76
S
Anandasabapathy et al.
2007
4
21
10
20
H
Simán et al.
2007
4
8
24
23
S
Anderson et al.
2008
55
68
157
96
S
Früh et al.
2008
36
64
43
58
S
Löfdahl et al.
2008
130
100
304
195
S
Derakhshan et al.
2008
9
10
28
10
S
Whiteman et al.
2010
35
225
302
1,014
S
Sonnenberg et al.
2017
13
6,029
20,683
263,869
H
Vohlonen et al.
2018
3
11
6,178
5,232
S
Note: Hp: Helicobacter pylori; S: serology; H: histology; U: rapid urease test.


### 3.2. Risk of Bias within Studies

According to the ROBINS-I tool, four studies had a serious risk of bias [19, 34, 37, 46], 26 studies had a moderate risk of bias [17, 18, 20, 26, 27, 29–31, 33, 35, 38–43, 45, 47–51, 53–56], and five of the other studies had a low risk of bias [28, 32, 36, 44, 52] (Table S2).


### 3.3. Helicobacter pylori Infection and the Risk of Esophageal Squamous Cell Carcinoma

Twenty-one studies with 37,114 patients reported the relationship between Helicobacter pylori and esophageal squamous cell carcinoma [17, 20, 26, 27, 29–38, 43–45, 47, 49, 51, 52]. The prevalence of Helicobacter pylori infection in the case group was higher than that in the control group (1,059/2,063 (51.33%) vs. 13,688/35,051 (39.05%)). No statistical significance was showed according to the DerSimonian-Laird method (OR: 0.84, 95% CI: 0.64-1.09). There was no significant association between Helicobacter pylori infection and the risk of esophageal squamous cell carcinoma according to ethnicity, study type, and matching, which had no statistically significant differences between the groups. However, in the Middle East, significantly lower risk of esophageal squamous cell carcinoma was observed after grouping by the study area (OR: 0.34, 95% CI: 0.22-0.52), while that in North America showed the opposite—higher risk (OR: 1.83, 95% CI: 1.17-2.87). Besides, no significant correlation was found in East Asia, Europe, and Australia. Above all, there were significant statistical differences among regions (P<0.001). When analyzing population-based studies, the correlation coefficient between Helicobacter pylori infection and the risk of ESCC was 0.93 (95% CI: 0.68-1.28). Based on clinical studies, with a pooled OR of 0.66 (95% CI: 0.40-1.07). There were significant differences between the groups (P=0.005). After grouping based on the detection method of Helicobacter pylori, the pooled OR of the detection group with various methods was 1.32 (95% CI: 0.87-2.01). There were significant differences between the groups (P=0.003). According to the HKSJ method, Helicobacter pylori did not increase the risk of esophageal squamous cell carcinoma in North America (OR: 1.79, 95% CI: 0.25-12.9). There was no statistically significant difference between the remaining comparative according to the DL methods and the HKSJ method. (The specific results are shown in Table 3(a) and Figures 2(a) and 3(a).)Table 3
(a)
Subgroup comparisons for Helicobacter pylori infection on the risk of esophageal squamous cell carcinoma
Subgroup
No. of studies
I2 (%)
Overall OR (95% CI)
P value§
DL
HKSJ
Esophageal squamous cell carcinoma
Case/control (2,063/35,051)
All studies
21
78.5
0.84 (0.64, 1.09)
0.74 (0.54, 0.97)
Ethnicity
0.144
Caucasians
11
70.8
0.80 (0.54, 1.17)
0.73 (0.48, 1.11)
Mongolians
8
86.9
0.89 (0.56, 1.41)
1.13 (0.79, 1.60)
Negroes
1
—
0.34 (0.07, 1.58)
—
Australian
1
—
1.18 (0.84, 1.65)
—
Study area
<0.001∗
North America
2
0
1.83 (1.17, 2.87)
1.79 (0.25, 12.9)
East Asia
8
86.9
0.89 (0.56, 1.41)
1.13 (0.79, 1.60)
Europe
7
0.9
0.84 (0.65, 1.10)
0.72 (0.46, 1.12)
Middle East
3
0
0.34 (0.22, 0.52)
0.34 (0.26, 0.44)
Oceania
1
—
1.18 (0.84, 1.65)
—
Study type
0.250
Case-control
19
80
0.85 (0.65, 1.13)
0.70 (0.51, 0.97)
Cohort
2
49
0.59 (0.19, 1.86)
0.80 (0.0, 967.18)
Study object
0.005∗
Population-based studies
14
79.5
0.93 (0.68, 1.28)
0.91 (0.66, 1.24)
Clinical-based studies
7
72.5
0.66 (0.40, 1.07)
0.53 (0.28, 0.99)
Matching
0.290
Studies with matched controls
2
86.5
0.87 (0.30, 2.52)
1.14 (0.0, 563.04)
Studies without matched controls
19
78.7
0.83 (0.63, 1.11)
0.71 (0.52, 0.96)
Helicobacter pylori detection method
0.003∗
Serology
16
81.4
0.83 (0.61, 1.12)
0.83 (0.61, 1.14)
Rapid urease test
2
0
0.39 (0.22, 0.69)
0.35 (0.17, 0.69)
Serology, histology, and rapid urease test
3
0
1.32 (0.87, 2.01)
1.33 (0.72, 2.44)
Note: DL: DerSimonian-Laird; HKSJ: Hartung-Knapp-Sidik-Jonkman.§Differences between subgroups; ∗the difference was statistically significant.
(b)
Subgroup comparisons for Helicobacter pylori infection on the risk of esophageal adenocarcinoma
Subgroup
No. of studies
I2 (%)
Overall OR (95% CI)
P value§
DL
HKSJ
Esophageal adenocarcinoma
Case/control (7687/301085)
All studies
20
73.4
0.55 (0.43, 0.70)
0.23 (0.15, 0.36)
Ethnicity
<0.001∗
Caucasians
18
33.9
0.60 (0.50, 0.73)
0.23 (0.14, 0.37)
Mixed race
1
—
0.29 (0.25, 0.35)
—
Australian
1
—
0.52 (0.36, 0.76)
—
Study area
0.100
North America
11
80.5
0.62 (0.42, 0.93)
0.54 (0.35, 0.81)
Europe
7
56.2
0.49 (0.34, 0.69)
0.13 (0.06, 0.27)
Middle East
1
—
0.32 (0.10, 1.02)
—
Oceania
1
—
0.52 (0.36, 0.76)
—
Study type
0.287
Case-control
19
74.4
0.56 (0.44, 0.72)
0.23 (0.14, 0.37)
Cohort
1
—
0.23 (0.06, 0.83)
—
Study object
<0.001∗
Population-based studies
11
37.9
0.59 (0.48, 0.73)
0.15 (0.08, 0.28)
Clinical-based studies
9
73.4
0.52 (0.35, 0.79)
0.47 (0.29, 0.77)
Matching
<0.001∗
Studies with matched controls
5
0
0.73 (0.57, 0.92)
0.71 (0.60, 0.84)
Studies without matched controls
15
73.3
0.48 (0.36, 0.65)
0.21 (0.13, 0.36)
Helicobacter pylori detection method
<0.001∗
Serology
14
36.3
0.62 (0.51, 0.75)
0.19 (0.11, 0.32)
Histology
5
62.1
0.39 (0.26, 0.60)
0.39 (0.18, 0.84)
Serology, histology
1
—
0.81 (0.32, 2.07)
—
Note: DL: DerSimonian-Laird; HKSJ: Hartung-Knapp-Sidik-Jonkman.§Differences between subgroups; ∗the difference was statistically significant.Figure 2
Meta-analysis of the association between Helicobacter pylori infection and esophageal cancer after grouping based on ethnicity: (a) forest plot of esophageal squamous cell carcinoma; (b) forest plot of esophageal adenocarcinoma. Each horizontal bar summarizes a study. Bars represent 95% CIs. Gray squares inform on each of the studies’ weight in the meta-analysis. Diamond in the lower part of the graph depicts the pooled estimate along with 95% CIs.
(a)
(b)Figure 3
Meta-analysis of the association between Helicobacter pylori infection and esophageal cancer after grouping based on region: (a) forest plot of esophageal squamous cell carcinoma; (b) forest plot of esophageal adenocarcinoma. Each horizontal bar summarizes a study. Bars represent 95% CIs. Gray squares inform on each of the studies’ weight in the meta-analysis. Diamond in the lower part of the graph depicts the pooled estimate along with 95% CIs.
(a)
(b)In the study of esophageal squamous cell carcinoma, theQ statistic was significant (P<0.001) and the I2 statistic had a higher heterogeneity (I2=78.5%). Hence, we performed a subgroup analysis to further explore the potential source of heterogeneity. The heterogeneity did not decrease significantly when grouped according to ethnicity, study object, and matching, but it decreased significantly when grouped according to the study area, study type, and Helicobacter pylori detection method. The results of the sensitivity analysis showed that after excluding one study, the pooling effect of the remaining studies was basically the same as the original total pooling effect. This confirmed that our results were stable.The results of the funnel plot showed no significant asymmetry (Figure4(a)), which suggested that the results were less likely to be affected by publication bias. Harbord’s test showed that the P values were 0.920, which indicated that there was no significant publication bias in the whole study.Figure 4
Funnel plot of the association between Helicobacter pylori infection and esophageal cancer: (a) esophageal squamous cell carcinoma; (b) esophageal adenocarcinoma.
(a)
(b)


### 3.4. Helicobacter pylori Infection and the Risk of Esophageal Adenocarcinoma

A total of 308,772 patients in 20 studies of esophageal adenocarcinoma were enrolled in our study [18–20, 26, 28, 35, 39–43, 46, 48–50, 52–56]. The prevalence of Helicobacter pylori infection in the case group was not significantly different from that in the control group (682/7,687 (8.87%) vs. 29,109/301,085 (9.67%)). According to the DL method, the quantitative meta-analysis showed that the pooled ORs were 0.55 (95% CI: 0.43-0.70). When grouped according to matching, the OR of the nonmatching group and matching group was 0.48 (95% CI: 0.36-0.65) and 0.73 (95% CI: 0.57-0.92), respectively. There were significant differences between the groups (P<0.001). After grouping based on the detection method of Helicobacter pylori, the OR of the detection group with various methods was 0.81 (95% CI: 0.32-2.07). There were significant differences between the groups (P<0.001). Besides, the risk of Helicobacter pylori infection and esophageal adenocarcinoma was also negatively correlated after grouping based on ethnicity and study object; there were significant differences between the groups (P<0.001). According to the HKSJ method, the pooled OR of the nonmatching group was 0.21 (95% CI: 0.13-0.36), while the OR of the matching group was 0.71 (95% CI: 0.60-0.84). (The specific results are shown in Table 3(b) and Figures 2(b) and 3(b).)In esophageal adenocarcinoma, theQ statistic was significant (P<0.001) and the I2 statistic had a higher heterogeneity in the study results (I2=73.4%). The heterogeneity did not decrease significantly when grouped according to the study area and study type, but it decreased significantly when grouped according to ethnicity, study object, matching, and detection method of Helicobacter pylori. Besides, we did not find substantial changes in the corresponding pooled ORs by sensitivity analysis. This confirmed that our results were stable.The results of the funnel plot showed slightly asymmetric signs (Figure4(b)), which suggested that there may exist potential publication bias. But when we performed the trim and fill method to identify and correct the asymmetry of the funnel plot caused by the potential publication bias, there was no possibility to perform the fill statistics, indicating that no publication bias was detected. Harbord’s test showed that the P value was 0.222, which indicated that there was no significant publication bias in the whole study.


### 3.5. Metaregression

In order to further study the effects of these characteristics on estimating the relationship between esophageal cancer and Helicobacter pylori, we conducted the metaregression analysis. Year, ethnicity, study area, study type, study object, matching, and Helicobacter pylori detection method were entered as explanatory covariates. First of all, univariate metaregression analysis was performed. Regarding esophageal squamous cell carcinoma, in univariate metaregression analysis, year (P=0.135), ethnicity (Caucasians: P=0.394, Mongolians: P=0.341, and Australian: P=0.279), study area (North America: P=0.462, Europe: P=0.461, East Asia: P=0.533, and Middle East: P=0.039), study type (P=0.510), study object (P=0.226), matching (P=0.959), and detection method (serology: P=0.139; serology, histology, and rapid urease test: P=0.052) were assessed independently. In esophageal adenocarcinoma, year (P=0.022), ethnicity (Caucasians: P=0.009, Australian: P=0.135), study area (North America: P=0.717, Europe: P=0.853, Middle East: P=0.557), study type (P=0.245), study object (P=0.512), matching (P=0.073), and detection method (serology: P=0.626, histology: P=0.207) were also assessed independently. The results of the univariate analysis were presented in Table 4. If the regression coefficient of the covariate was significant at the level of 0.1, then the covariate was entered into the multivariate metaregression. In esophageal squamous cell carcinoma, the study area (North America: P=0.455, Europe: P=0.368, East Asia: P=0.395, Middle East: P=0.05) and detection method (serology: P=0.671; serology, histology, and rapid urease test: P=0.752) were assessed simultaneously. In esophageal adenocarcinoma, year (P=0.49), ethnicity (Caucasians: P=0.361, Australian: P=0.306), and matching (P=0.209) were also assessed simultaneously. The results of the multivariate analysis were presented in Table 5.Table 4
Univariate metaregression analysis for the potential variables between studies.
Covariates
Coefficient
Standard error
t
P
95% confidence interval
ESCC
Year
-0.034
0.022
-1.56
0.135
-0.080
0.011
Ethnicity
Caucasians
0.855
0.977
0.88
0.394
-1.206
2.917
Mongolians
0.961
0.982
0.98
0.341
-1.111
3.033
Australian
1.247
1.114
1.12
0.279
-1.103
3.598
Study area
North America
0.434
0.577
0.75
0.462
-0.788
1.656
Europe
-0.370
0.490
-0.76
0.461
-1.408
0.669
East Asia
-0.304
0.477
-0.64
0.533
-1.315
0.707
Middle East
-1.254
0.559
-2.24
0.039∗
-2.439
-0.692
Study type
0.379
0.564
0.67
0.510
-0.803
1.560
Study object
0.356
0.284
1.25
0.226
-0.239
0.950
Matching
0.024
0.447
0.05
0.959
-0.911
0.959
Detection method
S
0.785
0.508
1.55
0.139
-0.281
1.852
S, H, U
1.251
0.600
2.08
0.052
-0.010
2.512
EAC
Year
-0.040
0.016
-2.50
0.022∗
-0.073
-0.006
Ethnicity
Caucasians
0.729
0.249
2.93
0.009∗
0.204
1.254
Australian
0.581
0.370
1.57
0.135
-0.199
1.362
Study area
North America
0.163
0.442
0.37
0.717
-0.774
1.100
Europe
-0.866
0.459
-0.19
0.853
-1.059
0.885
Middle East
-0.485
0.808
-0.60
0.557
-2.199
1.228
Study type
0.883
0.735
1.20
0.245
-0.661
2.426
Study object
-0.142
0.212
-0.67
0.512
-0.587
0.304
Matching
0.404
0.212
1.90
0.073
-0.421
0.849
Detection method
S
-0.278
0.560
-0.50
0.626
-1.461
0.903
H
-0.757
0.577
-1.31
0.207
-1.974
0.460
Note: ESCC: esophageal squamous cell carcinoma; EAC: esophageal adenocarcinoma; S: serology; H: histology; U: rapid urease test.∗the difference was statistically significant.Table 5
Multivariate metaregression analysis for the potential variables between studies.
Covariates
Coefficient
Standard error
t
P
95% confidence interval
ESCC
Study area
North America
0.434
0.566
0.77
0.455
-0.779
1.647
Europe
0.449
0.483
-0.93
0.368
-1.485
0.586
East Asia
-0.414
0.472
-0.88
0.395
-1.427
0.599
Middle East
-1.426
0.677
-2.11
0.05∗
-2.878
0.026
Detection method
S
-0.296
0.681
-0.43
0.671
-1.757
1.165
S, H, U
0.246
0.765
0.32
0.752
-1.395
1.888
EAC
Year
-0.017
0.024
-0.71
0.490
-0.069
-0.035
Ethnicity
Caucasians
0.394
0.417
0.94
0.361
-0.496
1.283
Australian
0.461
0.435
1.06
0.306
-0.467
1.389
Matching
0.275
0.209
1.31
0.209
-0.171
0.721
Note: ESCC: esophageal squamous cell carcinoma; EAC: esophageal adenocarcinoma; S: serology; H: histology; U: rapid urease test.∗the difference was statistically significant.


## 3.1. Characteristics of Studies

According to the inclusion and exclusion criteria, a total of 35 studies were included in our study [17–20, 26–56]. A flow diagram for our systematic review is shown in Figure 1. Table 1 summarized the baseline characteristics of the included studies. Twelve studies from North America [17–20, 28, 40, 46, 48, 50, 54–56], ten studies from Europe [26, 32, 33, 36, 39, 42, 43, 49, 52, 53], eight studies from East Asia [27, 31, 37, 38, 44, 45, 47, 51], four studies from the Middle East [29, 30, 34, 41], and one study from Oceania [35]. Regarding the study type, thirty-three of them are case-control studies [17–20, 27–30, 32–56] and two of them are cohort studies [26, 31]. Table 2(a) summarized the data of Helicobacter pylori infection in esophageal squamous cell carcinoma, with a total of 37,114 patients, including 2,063 patients in the case group and 35,051 patients in the control group. Table 2(b) contains the data of esophageal adenocarcinoma, with a total of 308,772 patients, including 7,687 patients in the case group and 301,085 patients in the control group. Furthermore, 14 studies involved esophageal adenocarcinoma [18, 19, 28, 39–42, 46, 48, 50, 53–56], 15 studies involved esophageal squamous cell carcinoma [17, 27, 29–34, 36–38, 44, 45, 47, 51], and 6 studies involved both types [20, 26, 35, 43, 49, 52]. According to the Newcastle-Ottawa Scale, sixteen studies were ranked as very good [17, 19, 20, 26, 29, 32, 33, 35, 39, 40, 43, 44, 48–50, 56], seventeen as good [18, 28, 31, 34, 36–38, 41, 42, 45–47, 51–55], and two as satisfactory [27, 30] (Table S1).Figure 1
Flowchart showing selection of publications for review.Table 1
Characteristics of literatures included in the meta-analysis.
First author
Study country
Ethnicity
Study type
Study object
Age∗
Sex§ (% male)
Matched∗∗
Follow-up
Talley et al.
America
Caucasians
Case-control
Clin (S)
63
49
Yes
—
Chow et al.
America
Caucasians
Case-control
Pop (A)
—
—
Yes
—
Grimley et al.
America
Caucasians
Case-control
Clin (A)
70
70-78
No
—
Öberg et al.
America
Caucasians
Case-control
Clin (A)
—
—
No
—
Peek et al.
America
Caucasians
Case-control
Clin (A)
61
97
No
—
Vieth et al.
Germany
Caucasians
Case-control
Clin (A)
—
—
—
—
Weston et al.
America
Caucasians
Case-control
Clin (A)
60.6
100
No
—
Henrik et al.
Sweden
Caucasians
Case-control
Pop (S, A)
49.6
—
No
—
Wu et al.
America
Caucasians
Case-control
Pop (A)
—
—
Yes
—
El-Omar et al.
America
Caucasians
Case-control
Pop (S, A)
S: 66A: 65
S: 89A: 86
S: NoA: Yes
—
Wang et al.
China
Mongolians
Case-control
Pop (S)
—
—
No
—
Ye et al.
Sweden
Caucasians
Case-control
Pop (S, A)
S: 64A: 69
S: 69A: 91
NoNo
—
De Martel et al.
America
Caucasians
Case-control
Pop (A)
47.9
80.4
Yes
—
Wu et al.
China
Mongolians
Case-control
Pop (S)
—
91.3
No
—
Anandasabapathy et al.
America
Caucasians
Case-control
Clin (A)
59.23
94.3
No
—
Kamangar et al.
China
Mongolians
Case-control
Pop (S)
54.5
46.3
No
—
Iijima et al.
Japan
Mongolians
Case-control
Clin (S)
68.6
90.4
No
—
Simán et al.
Sweden
Caucasians
Case-control
Pop (S, A)
S: 50.6A: 49.3
S: 81.1A: 91.7
NoNo
—
Anderson et al.
Ireland
Caucasians
Case-control
Pop (A)
64.2
84
No
—
Früh et al.
Canada
Caucasians
Case-control
Clin (A)
64
88
Yes
—
Löfdahl et al.
Sweden
Caucasians
Case-control
Pop (A)
—
—
No
—
Derakhshan et al.
Iran
Caucasians
Case-control
Clin (A)
63.9
63.2
No
—
Wu et al.
China
Mongolians
Case-control
Pop (S)
58.3
95
—
—
Hu et al.
China
Mongolians
Case-control
Clin (S)
—
97
Yes
—
Whiteman et al.
Australia
Australian
Case-control
Pop (S, A)
—
S: 58A: 92
NoNo
—
Cook et al.
Finland
Caucasians
Case-control
Pop (S)
57.7
—
No
—
Venerito et al.
Germany
Caucasians
Case-control
Clin (S)
64.9
69.3
No
—
Khoshbaten et al.
Iran
Caucasians
Case-control
Clin (S)
63.9
64
No
—
Murphy et al.
Finland
Caucasians
Case-control
Pop (S)
57.9
—
No
—
Xue et al.
China
Mongolians
Cohort
Pop (S)
45.29
36.91
—
15 y
Obayo et al.
Uganda
Negroes
Case-control
Clin (S)
—
—
—
—
Poyrazoglu et al.
Iran
Caucasians
Case-control
Clin (S)
—
—
No
—
Sonnenberg et al.
America
Mixed race
Case-control
Clin (A)
66.8
79.3
No
—
Tseng et al.
China
Mongolians
Case-control
Pop (S)
—
—
—
—
Vohlonen et al.
Finland
Caucasians
Cohort
Pop (S, A)
—
100
No
15 y
Note:∗average or median age in case group; §the proportion of males in the case group; ∗∗does the case group match the age, sex, or race of the control group? Clin: clinical-based; Pop: population-based; S: esophageal squamous cell carcinoma; A: esophageal adenocarcinoma.Table 2
(a)
The data of Helicobacter pylori infection in esophageal squamous cell carcinoma
First author
Year
Esophageal squamous cell carcinoma
Hp
Case
Control
Hp+
Hp-
Hp+
Hp-
Test method
Talley et al.
1991
20
21
96
156
S
Henrik et al.
2001
10
19
67
82
S
El-Omar et al.
2003
31
22
84
126
S
Wang et al.
2003
33
30
145
165
S
Ye et al.
2004
32
53
198
301
S
Wu et al.
2005
28
99
74
97
S
Kamangar et al.
2007
254
81
662
330
S
Iijima et al.
2007
60
13
56
17
S, H, U
Simán et al.
2007
15
22
68
61
S
Wu et al.
2009
112
205
563
540
S
Hu et al.
2009
66
114
102
92
S
Whiteman et al.
2010
54
154
302
1,014
S
Cook et al.
2010
64
14
71
20
S
Venerito et al.
2011
53
22
53
22
S, H, U
Khoshbaten et al.
2011
58
42
83
17
S
Murphy et al.
2012
64
18
63
19
S
Xue et al.
2013
7
3
988
503
S
Obayo et al.
2015
14
3
69
5
U
Poyrazoglu et al.
2017
66
30
128
23
U
Tseng et al.
2017
12
25
3,638
12,541
S, H, U
Vohlonen et al.
2018
6
14
6,178
5,232
S
Note: Hp: Helicobacter pylori; S: serology; H: histology; U: rapid urease test.
(b)
The data of Helicobacter pylori infection in esophageal adenocarcinoma
First author
Year
Esophageal adenocarcinoma
Hp
Case
Control
Hp+
Hp-
Hp+
Hp-
Test method
Chow et al.
1998
38
91
86
137
S
Grimley et al.
1999
24
16
25
21
S
Öberg et al.
1999
5
32
32
197
H
Peek et al.
1999
11
19
20
28
S, H
Vieth et al.
2000
66
72
468
244
H
Weston et al.
2000
3
17
96
121
H
Henrik et al.
2001
0
7
67
82
S
Wu et al.
2003
49
31
230
126
S
El-Omar et al.
2003
35
73
84
126
S
Ye et al.
2004
18
79
198
301
S
De Martel et al.
2005
19
32
74
76
S
Anandasabapathy et al.
2007
4
21
10
20
H
Simán et al.
2007
4
8
24
23
S
Anderson et al.
2008
55
68
157
96
S
Früh et al.
2008
36
64
43
58
S
Löfdahl et al.
2008
130
100
304
195
S
Derakhshan et al.
2008
9
10
28
10
S
Whiteman et al.
2010
35
225
302
1,014
S
Sonnenberg et al.
2017
13
6,029
20,683
263,869
H
Vohlonen et al.
2018
3
11
6,178
5,232
S
Note: Hp: Helicobacter pylori; S: serology; H: histology; U: rapid urease test.


## 3.2. Risk of Bias within Studies

According to the ROBINS-I tool, four studies had a serious risk of bias [19, 34, 37, 46], 26 studies had a moderate risk of bias [17, 18, 20, 26, 27, 29–31, 33, 35, 38–43, 45, 47–51, 53–56], and five of the other studies had a low risk of bias [28, 32, 36, 44, 52] (Table S2).


## 3.3. Helicobacter pylori Infection and the Risk of Esophageal Squamous Cell Carcinoma

Twenty-one studies with 37,114 patients reported the relationship between Helicobacter pylori and esophageal squamous cell carcinoma [17, 20, 26, 27, 29–38, 43–45, 47, 49, 51, 52]. The prevalence of Helicobacter pylori infection in the case group was higher than that in the control group (1,059/2,063 (51.33%) vs. 13,688/35,051 (39.05%)). No statistical significance was showed according to the DerSimonian-Laird method (OR: 0.84, 95% CI: 0.64-1.09). There was no significant association between Helicobacter pylori infection and the risk of esophageal squamous cell carcinoma according to ethnicity, study type, and matching, which had no statistically significant differences between the groups. However, in the Middle East, significantly lower risk of esophageal squamous cell carcinoma was observed after grouping by the study area (OR: 0.34, 95% CI: 0.22-0.52), while that in North America showed the opposite—higher risk (OR: 1.83, 95% CI: 1.17-2.87). Besides, no significant correlation was found in East Asia, Europe, and Australia. Above all, there were significant statistical differences among regions (P<0.001). When analyzing population-based studies, the correlation coefficient between Helicobacter pylori infection and the risk of ESCC was 0.93 (95% CI: 0.68-1.28). Based on clinical studies, with a pooled OR of 0.66 (95% CI: 0.40-1.07). There were significant differences between the groups (P=0.005). After grouping based on the detection method of Helicobacter pylori, the pooled OR of the detection group with various methods was 1.32 (95% CI: 0.87-2.01). There were significant differences between the groups (P=0.003). According to the HKSJ method, Helicobacter pylori did not increase the risk of esophageal squamous cell carcinoma in North America (OR: 1.79, 95% CI: 0.25-12.9). There was no statistically significant difference between the remaining comparative according to the DL methods and the HKSJ method. (The specific results are shown in Table 3(a) and Figures 2(a) and 3(a).)Table 3
(a)
Subgroup comparisons for Helicobacter pylori infection on the risk of esophageal squamous cell carcinoma
Subgroup
No. of studies
I2 (%)
Overall OR (95% CI)
P value§
DL
HKSJ
Esophageal squamous cell carcinoma
Case/control (2,063/35,051)
All studies
21
78.5
0.84 (0.64, 1.09)
0.74 (0.54, 0.97)
Ethnicity
0.144
Caucasians
11
70.8
0.80 (0.54, 1.17)
0.73 (0.48, 1.11)
Mongolians
8
86.9
0.89 (0.56, 1.41)
1.13 (0.79, 1.60)
Negroes
1
—
0.34 (0.07, 1.58)
—
Australian
1
—
1.18 (0.84, 1.65)
—
Study area
<0.001∗
North America
2
0
1.83 (1.17, 2.87)
1.79 (0.25, 12.9)
East Asia
8
86.9
0.89 (0.56, 1.41)
1.13 (0.79, 1.60)
Europe
7
0.9
0.84 (0.65, 1.10)
0.72 (0.46, 1.12)
Middle East
3
0
0.34 (0.22, 0.52)
0.34 (0.26, 0.44)
Oceania
1
—
1.18 (0.84, 1.65)
—
Study type
0.250
Case-control
19
80
0.85 (0.65, 1.13)
0.70 (0.51, 0.97)
Cohort
2
49
0.59 (0.19, 1.86)
0.80 (0.0, 967.18)
Study object
0.005∗
Population-based studies
14
79.5
0.93 (0.68, 1.28)
0.91 (0.66, 1.24)
Clinical-based studies
7
72.5
0.66 (0.40, 1.07)
0.53 (0.28, 0.99)
Matching
0.290
Studies with matched controls
2
86.5
0.87 (0.30, 2.52)
1.14 (0.0, 563.04)
Studies without matched controls
19
78.7
0.83 (0.63, 1.11)
0.71 (0.52, 0.96)
Helicobacter pylori detection method
0.003∗
Serology
16
81.4
0.83 (0.61, 1.12)
0.83 (0.61, 1.14)
Rapid urease test
2
0
0.39 (0.22, 0.69)
0.35 (0.17, 0.69)
Serology, histology, and rapid urease test
3
0
1.32 (0.87, 2.01)
1.33 (0.72, 2.44)
Note: DL: DerSimonian-Laird; HKSJ: Hartung-Knapp-Sidik-Jonkman.§Differences between subgroups; ∗the difference was statistically significant.
(b)
Subgroup comparisons for Helicobacter pylori infection on the risk of esophageal adenocarcinoma
Subgroup
No. of studies
I2 (%)
Overall OR (95% CI)
P value§
DL
HKSJ
Esophageal adenocarcinoma
Case/control (7687/301085)
All studies
20
73.4
0.55 (0.43, 0.70)
0.23 (0.15, 0.36)
Ethnicity
<0.001∗
Caucasians
18
33.9
0.60 (0.50, 0.73)
0.23 (0.14, 0.37)
Mixed race
1
—
0.29 (0.25, 0.35)
—
Australian
1
—
0.52 (0.36, 0.76)
—
Study area
0.100
North America
11
80.5
0.62 (0.42, 0.93)
0.54 (0.35, 0.81)
Europe
7
56.2
0.49 (0.34, 0.69)
0.13 (0.06, 0.27)
Middle East
1
—
0.32 (0.10, 1.02)
—
Oceania
1
—
0.52 (0.36, 0.76)
—
Study type
0.287
Case-control
19
74.4
0.56 (0.44, 0.72)
0.23 (0.14, 0.37)
Cohort
1
—
0.23 (0.06, 0.83)
—
Study object
<0.001∗
Population-based studies
11
37.9
0.59 (0.48, 0.73)
0.15 (0.08, 0.28)
Clinical-based studies
9
73.4
0.52 (0.35, 0.79)
0.47 (0.29, 0.77)
Matching
<0.001∗
Studies with matched controls
5
0
0.73 (0.57, 0.92)
0.71 (0.60, 0.84)
Studies without matched controls
15
73.3
0.48 (0.36, 0.65)
0.21 (0.13, 0.36)
Helicobacter pylori detection method
<0.001∗
Serology
14
36.3
0.62 (0.51, 0.75)
0.19 (0.11, 0.32)
Histology
5
62.1
0.39 (0.26, 0.60)
0.39 (0.18, 0.84)
Serology, histology
1
—
0.81 (0.32, 2.07)
—
Note: DL: DerSimonian-Laird; HKSJ: Hartung-Knapp-Sidik-Jonkman.§Differences between subgroups; ∗the difference was statistically significant.Figure 2
Meta-analysis of the association between Helicobacter pylori infection and esophageal cancer after grouping based on ethnicity: (a) forest plot of esophageal squamous cell carcinoma; (b) forest plot of esophageal adenocarcinoma. Each horizontal bar summarizes a study. Bars represent 95% CIs. Gray squares inform on each of the studies’ weight in the meta-analysis. Diamond in the lower part of the graph depicts the pooled estimate along with 95% CIs.
(a)
(b)Figure 3
Meta-analysis of the association between Helicobacter pylori infection and esophageal cancer after grouping based on region: (a) forest plot of esophageal squamous cell carcinoma; (b) forest plot of esophageal adenocarcinoma. Each horizontal bar summarizes a study. Bars represent 95% CIs. Gray squares inform on each of the studies’ weight in the meta-analysis. Diamond in the lower part of the graph depicts the pooled estimate along with 95% CIs.
(a)
(b)In the study of esophageal squamous cell carcinoma, theQ statistic was significant (P<0.001) and the I2 statistic had a higher heterogeneity (I2=78.5%). Hence, we performed a subgroup analysis to further explore the potential source of heterogeneity. The heterogeneity did not decrease significantly when grouped according to ethnicity, study object, and matching, but it decreased significantly when grouped according to the study area, study type, and Helicobacter pylori detection method. The results of the sensitivity analysis showed that after excluding one study, the pooling effect of the remaining studies was basically the same as the original total pooling effect. This confirmed that our results were stable.The results of the funnel plot showed no significant asymmetry (Figure4(a)), which suggested that the results were less likely to be affected by publication bias. Harbord’s test showed that the P values were 0.920, which indicated that there was no significant publication bias in the whole study.Figure 4
Funnel plot of the association between Helicobacter pylori infection and esophageal cancer: (a) esophageal squamous cell carcinoma; (b) esophageal adenocarcinoma.
(a)
(b)


## 3.4. Helicobacter pylori Infection and the Risk of Esophageal Adenocarcinoma

A total of 308,772 patients in 20 studies of esophageal adenocarcinoma were enrolled in our study [18–20, 26, 28, 35, 39–43, 46, 48–50, 52–56]. The prevalence of Helicobacter pylori infection in the case group was not significantly different from that in the control group (682/7,687 (8.87%) vs. 29,109/301,085 (9.67%)). According to the DL method, the quantitative meta-analysis showed that the pooled ORs were 0.55 (95% CI: 0.43-0.70). When grouped according to matching, the OR of the nonmatching group and matching group was 0.48 (95% CI: 0.36-0.65) and 0.73 (95% CI: 0.57-0.92), respectively. There were significant differences between the groups (P<0.001). After grouping based on the detection method of Helicobacter pylori, the OR of the detection group with various methods was 0.81 (95% CI: 0.32-2.07). There were significant differences between the groups (P<0.001). Besides, the risk of Helicobacter pylori infection and esophageal adenocarcinoma was also negatively correlated after grouping based on ethnicity and study object; there were significant differences between the groups (P<0.001). According to the HKSJ method, the pooled OR of the nonmatching group was 0.21 (95% CI: 0.13-0.36), while the OR of the matching group was 0.71 (95% CI: 0.60-0.84). (The specific results are shown in Table 3(b) and Figures 2(b) and 3(b).)In esophageal adenocarcinoma, theQ statistic was significant (P<0.001) and the I2 statistic had a higher heterogeneity in the study results (I2=73.4%). The heterogeneity did not decrease significantly when grouped according to the study area and study type, but it decreased significantly when grouped according to ethnicity, study object, matching, and detection method of Helicobacter pylori. Besides, we did not find substantial changes in the corresponding pooled ORs by sensitivity analysis. This confirmed that our results were stable.The results of the funnel plot showed slightly asymmetric signs (Figure4(b)), which suggested that there may exist potential publication bias. But when we performed the trim and fill method to identify and correct the asymmetry of the funnel plot caused by the potential publication bias, there was no possibility to perform the fill statistics, indicating that no publication bias was detected. Harbord’s test showed that the P value was 0.222, which indicated that there was no significant publication bias in the whole study.


## 3.5. Metaregression

In order to further study the effects of these characteristics on estimating the relationship between esophageal cancer and Helicobacter pylori, we conducted the metaregression analysis. Year, ethnicity, study area, study type, study object, matching, and Helicobacter pylori detection method were entered as explanatory covariates. First of all, univariate metaregression analysis was performed. Regarding esophageal squamous cell carcinoma, in univariate metaregression analysis, year (P=0.135), ethnicity (Caucasians: P=0.394, Mongolians: P=0.341, and Australian: P=0.279), study area (North America: P=0.462, Europe: P=0.461, East Asia: P=0.533, and Middle East: P=0.039), study type (P=0.510), study object (P=0.226), matching (P=0.959), and detection method (serology: P=0.139; serology, histology, and rapid urease test: P=0.052) were assessed independently. In esophageal adenocarcinoma, year (P=0.022), ethnicity (Caucasians: P=0.009, Australian: P=0.135), study area (North America: P=0.717, Europe: P=0.853, Middle East: P=0.557), study type (P=0.245), study object (P=0.512), matching (P=0.073), and detection method (serology: P=0.626, histology: P=0.207) were also assessed independently. The results of the univariate analysis were presented in Table 4. If the regression coefficient of the covariate was significant at the level of 0.1, then the covariate was entered into the multivariate metaregression. In esophageal squamous cell carcinoma, the study area (North America: P=0.455, Europe: P=0.368, East Asia: P=0.395, Middle East: P=0.05) and detection method (serology: P=0.671; serology, histology, and rapid urease test: P=0.752) were assessed simultaneously. In esophageal adenocarcinoma, year (P=0.49), ethnicity (Caucasians: P=0.361, Australian: P=0.306), and matching (P=0.209) were also assessed simultaneously. The results of the multivariate analysis were presented in Table 5.Table 4
Univariate metaregression analysis for the potential variables between studies.
Covariates
Coefficient
Standard error
t
P
95% confidence interval
ESCC
Year
-0.034
0.022
-1.56
0.135
-0.080
0.011
Ethnicity
Caucasians
0.855
0.977
0.88
0.394
-1.206
2.917
Mongolians
0.961
0.982
0.98
0.341
-1.111
3.033
Australian
1.247
1.114
1.12
0.279
-1.103
3.598
Study area
North America
0.434
0.577
0.75
0.462
-0.788
1.656
Europe
-0.370
0.490
-0.76
0.461
-1.408
0.669
East Asia
-0.304
0.477
-0.64
0.533
-1.315
0.707
Middle East
-1.254
0.559
-2.24
0.039∗
-2.439
-0.692
Study type
0.379
0.564
0.67
0.510
-0.803
1.560
Study object
0.356
0.284
1.25
0.226
-0.239
0.950
Matching
0.024
0.447
0.05
0.959
-0.911
0.959
Detection method
S
0.785
0.508
1.55
0.139
-0.281
1.852
S, H, U
1.251
0.600
2.08
0.052
-0.010
2.512
EAC
Year
-0.040
0.016
-2.50
0.022∗
-0.073
-0.006
Ethnicity
Caucasians
0.729
0.249
2.93
0.009∗
0.204
1.254
Australian
0.581
0.370
1.57
0.135
-0.199
1.362
Study area
North America
0.163
0.442
0.37
0.717
-0.774
1.100
Europe
-0.866
0.459
-0.19
0.853
-1.059
0.885
Middle East
-0.485
0.808
-0.60
0.557
-2.199
1.228
Study type
0.883
0.735
1.20
0.245
-0.661
2.426
Study object
-0.142
0.212
-0.67
0.512
-0.587
0.304
Matching
0.404
0.212
1.90
0.073
-0.421
0.849
Detection method
S
-0.278
0.560
-0.50
0.626
-1.461
0.903
H
-0.757
0.577
-1.31
0.207
-1.974
0.460
Note: ESCC: esophageal squamous cell carcinoma; EAC: esophageal adenocarcinoma; S: serology; H: histology; U: rapid urease test.∗the difference was statistically significant.Table 5
Multivariate metaregression analysis for the potential variables between studies.
Covariates
Coefficient
Standard error
t
P
95% confidence interval
ESCC
Study area
North America
0.434
0.566
0.77
0.455
-0.779
1.647
Europe
0.449
0.483
-0.93
0.368
-1.485
0.586
East Asia
-0.414
0.472
-0.88
0.395
-1.427
0.599
Middle East
-1.426
0.677
-2.11
0.05∗
-2.878
0.026
Detection method
S
-0.296
0.681
-0.43
0.671
-1.757
1.165
S, H, U
0.246
0.765
0.32
0.752
-1.395
1.888
EAC
Year
-0.017
0.024
-0.71
0.490
-0.069
-0.035
Ethnicity
Caucasians
0.394
0.417
0.94
0.361
-0.496
1.283
Australian
0.461
0.435
1.06
0.306
-0.467
1.389
Matching
0.275
0.209
1.31
0.209
-0.171
0.721
Note: ESCC: esophageal squamous cell carcinoma; EAC: esophageal adenocarcinoma; S: serology; H: histology; U: rapid urease test.∗the difference was statistically significant.


## 4. Discussion

This meta-analysis was based on 35 studies with 345,886 patients, which is much larger than the previous data. Our meta-analysis showed no significant correlation between Helicobacter pylori infection and esophageal squamous cell carcinoma in the general population. Some studies have reported similar results [36, 43]. However, some researchers believed that Helicobacter pylori infection may play a protective role in the risk of esophageal squamous cell carcinoma [37, 47]. Another result of our meta-analysis seemed to explain this inconsistency. The risk of esophageal squamous cell carcinoma varies from region to region. Due to the considerable heterogeneity, we also use the HKSJ method for statistics. Compared to the nonsignificant difference in other regions, lower risk of esophageal squamous cell carcinoma was found in the Middle East. It is different from the DL method whose result showed no increase of the risk in North America. But some scholars believed that Helicobacter pylori infection can cause esophageal squamous cell carcinoma through gastric atrophy which may promote the excessive growth of bacteria and increase the production of endogenous nitrosamines, then lead to the esophageal squamous cell carcinoma [49, 57, 58]. However, ESCC is more common in nonindustrialized countries. Smoking and alcohol consumption are the main risk factors which have been proven to be associated with a multiplied risk of the development of esophageal cancer in Western countries [59, 60]. But no significant impact of the two factors were found in northern Iran [61, 62]. The difference of risk factors in different regions may result in the different relationships. Moreover, this difference may also be caused by different dietary cultures in different regions. Multiple detection methods can reduce the false negative of Helicobacter pylori diagnosis. Our results showed that different detection methods were statistically significant that the influence of the false negative cannot be excluded. Besides, some studies pointed that Helicobacter pylori may spontaneously disappear with a progression of gastric atrophy or metaplasia, which leads to false negative and may also have a potential impact on the results [63, 64].As for esophageal adenocarcinoma, we found that Helicobacter pylori infection may reduce its risk, which is consistent with several previous meta-analyses [4, 14, 15, 65]. At the same time, the Helicobacter pylori infection rate has decreased year by year. There are currently more reliable assumptions about this phenomenon: (1) Helicobacter pylori infection, accompanied by atrophy of gastric body and loss of parietal cells, resulting in reduced reflux, which reduces the incidence of reflux esophagitis and Barrett’s esophagus [66]; (2) Helicobacter pylori infection can induce apoptosis of esophageal adenocarcinoma cells progressing from Barrett’s esophagus through Fas apoptotic pathway mediated by Caspase [60]. But there are also some other claims that Helicobacter pylori infection is a risk factor for esophageal adenocarcinoma. On the one hand, gastrin induced by Helicobacter pylori is a carcinogenic growth factor, which contributes to the canceration of the esophagus and stomach, especially playing a potential causal role in the progression of Barrett’s esophageal neoplasm. On the other hand, Helicobacter pylori induces the expression of nuclear factor-kappa B (NF-κB) and cyclooxygenase- (COX-) 2 in esophageal epithelial cells and plays a role in the inflammation associated with Barrett’s esophagus and tumorigenesis in the esophagus [59]. Studies have found that the prevalence of esophageal adenocarcinoma with persistent Helicobacter pylori infection is higher than that after eradication therapy [62]. When matching the control group and the case group, the two different statistical methods showed that the pooled OR of the matching group was significantly higher than that of the nonmatching group. The protective effect of Helicobacter pylori on adenocarcinoma was not so obvious, and there were significant differences between the groups (P<0.001). The incidence of esophageal adenocarcinoma increases with age, and there is male predominance in esophageal adenocarcinoma. The incidence of esophageal adenocarcinoma in men and women is 6 : 1 in general, which is as high as 8 : 1 in some of the other populations, such as in the United States [61, 67]. Therefore, the matching of the case group and the control group may make a great difference in the results. Our meta-analysis showed that the prevalence of Helicobacter pylori was almost the same between the case group and the control group. Take et al. [68] conducted a 20-year study of 2,782 patients and concluded that the risk of esophageal adenocarcinoma caused by Helicobacter pylori eradication may be unfounded. Besides, epidemiological studies have shown that the incidence of gastroesophageal reflux disease, Barrett’s esophagus, and distal esophageal cancer is lower in Malaysians with lower prevalence of Helicobacter pylori infection [69]. Moreover, we grouped the detection methods of Helicobacter pylori and found that the pooled OR of multiple detection methods was 0.81 (95% CI: 0.32-2.07). A variety of detection methods can minimize false negative as far as possible. Due to the limited number of the articles, further research needs to be performed in the future. Although current evidence suggests that Helicobacter pylori infection may reduce the risk of esophageal adenocarcinoma, this claim may be one-sided, and the “protective effect” of Helicobacter pylori infection may be overestimated. We found that there were significant statistical differences among ethnicities. This might be because the etiology of esophageal adenocarcinoma is related to the genetic factors and is attributed to the mutations in the lineage [70].Heterogeneity might affect the interpretation of the results. This meta-analysis showed that there was considerable heterogeneity. Regarding esophageal squamous cell carcinoma, we performed a subgroup analysis of six possible factors. It was found that when grouped according to the study area, study type, and detection of Helicobacter pylori, heterogeneity decreased significantly. We then conducted metaregression and found that the study area may contribute more to the overall heterogeneity. As we have found, the risk of esophageal squamous cell carcinoma varies from area to area. In esophageal adenocarcinoma, subgroup analysis demonstrated that the heterogeneity was significantly lower after grouping by ethnicity, study object, matching, and detection of Helicobacter pylori. Metaregression showed that matching might contribute little to the overall heterogeneity; then, year and ethnicity may contribute more to the overall heterogeneity. However, multivariate regression analysis showed that year and ethnicity did not significantly differ. This may be related to the annual concentration of the articles we have included based on ethnicity.The advantages of our meta-analysis are as follows: Firstly, compared to the previous meta-analyses, our study included cohort studies, and the number of enrolled studies was more reliable. Subgroup analysis and metaregression were conducted to identify potential sources of heterogeneity; then, this study analyzed whether the differences between the groups were statistically significant. Secondly, all the studies in our meta-analysis have acceptable quality, the results of sensitivity analysis are stable, and the impact of publication bias is small. Thirdly, we analyzed the relationship between Helicobacter pylori infection and the risk of esophageal cancer in more details, whether different ethnicities and regions are the same and whether the differences have statistical significance. However, this study still has limitations. Firstly, this meta-analysis has not been registered online, which may cause bias in the analysis. Secondly, a special disadvantage of most original studies is the confounding factor; that is, many factors are not taken into account in research design or data analysis. Moreover, current epidemiological studies provide uncertain data on the negative or neutral correlation between Helicobacter pylori infection and esophageal adenocarcinoma. The analysis of observational studies supports the negative correlation that we have not analyzed the differences. Finally, the heterogeneity of the total combined effects of esophageal squamous cell carcinoma and esophageal adenocarcinoma is high in our study. Although these heterogeneities can be reduced after subgroup analysis, they might lead to a reduction in the number of studies and thus limit the reliability of data.


## 5. Conclusions

In summary, no significant association was found between Helicobacter pylori infection and the risk of esophageal squamous cell carcinoma in the general population. However, lower risk was found in the Middle East when grouped by the study area. In the ethnic stratification analysis, there was no significant correlation between Helicobacter pylori infection and the risk of esophageal squamous cell carcinoma. Helicobacter pylori infection may reduce the risk of esophageal adenocarcinoma in the general population, but this may be one-sided; the statement of “protection effect” may be overestimated. Therefore, well-designed prospective cohort studies with a powered sample size are required, in which potential confounders should be taken into account to validate their relationship.



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*Source: 1953497-2019-12-01.xml*