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Samiei A, Rafati S, Mohammadi M, Nejatizadeh A, Khaghanzadeh N. Exploring the Link between Seafood and Traditional Fish Sauces, and Blood Pressure: A Bandar Kong Cohort Study. JNFS 2024; 9 (3) :574-587
URL: http://jnfs.ssu.ac.ir/article-1-973-en.html
Molecular Medicine Research Center, Hormozgan Health Institute, Hormozgan University of Medical Sciences, Bandar Abbas, Iran
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Exploring the Link between Seafood and Traditional Fish Sauces, and Blood Pressure: A Bandar Kong Cohort Study
Afshin Samiei; PhD1, 5, Shide Rafati; PhD 2, Mohammad Mohammadi; PhD3, Azim Nejatizadeh; PhD4 &
Narges Khaghanzadeh
; PhD*4, 5
1 Tobacco and Health Research Center, Hormozgan University of Medical Sciences, Bandar Abbas, Iran; 2 Social Determinants in Health Promotion Research Center, Hormozgan Health Institute, Hormozgan University of Medical Sciences, Bandar Abbas, Iran; 3 Food Health Research Center, Hormozgan University of Medical Sciences, Bandar Abbas, Iran; 4 Molecular Medicine Research Center, Hormozgan Health Institute, Hormozgan University of Medical Sciences, Bandar Abbas, Iran; 5 Department of Immunology, Faculty of Medicine, Hormozgan University of Medical Sciences, Bandar Abbas, Iran.
ARTICLE INFO ABSTRACT
ORIGINAL ARTICLE Background: High blood pressure (BP) is a risk factor for various health conditions, and dietary factors have been linked to the development of high blood pressure. Scientific studies have shown that consuming marine food, particularly oily fish, can be beneficial in reducing blood pressure levels. This study aims to investigate the relationship between traditional fish sauces and seafood consumption, and blood pressure levels in Bandar Kong Cohort study. Methods: Cross-sectional analyses were performed using data from 2823 volunteers, collected through questionnaires and BP measurements following a standardized protocol. Age-adjusted and multivariate associations between BP and seafood consumption were estimated using multiple linear regressions. Three models of analysis were used: model 1, daily energy intake; model 2, daily energy intake along with age; and model 3, daily energy intake, age, education, body mass index (BMI), residence, occupation, marital status, using hookah, socio-economic status, physical activity, and family history of hypertension. Results: Among 2823 participants (age; 46.88±8.94 yrs.), 1138(40.3%) men and 1685(59.7%) women, 693 (24.5%) individuals had hypertension, (n=288) accounting for 25.3% men and (n=405) 24.0% women. After adjusting for covariates, the study found significant negative relationships between the consumption of salted fish-water, Mahyaveh and Suragh (traditional Iranian fish sauces), and BP. Conclusions: This study suggests that consuming traditional Iranian fish sauces, Mahyaveh and Suragh, is associated with lower BP levels. This study sheds light on potential benefits of traditional dietary choices for regulating blood pressure.
Keywords: Mahyaveh; Suragh; Seafood; Fish products; Fish sauces; Blood pressure; Hypertension;  Diet; Fermented foods
Article history:
Received: 8 Sep 2023
Revised: 21 Feb 2023
Accepted: 31 Jul 2024
*Corresponding author:
n.khaghanzadeh@gmail.com
Molecular Medicine Research Center, Hormozgan Health Institute, Hormozgan University of Medical Sciences, Bandar Abbas, Iran.

Postal code: 7919693116
Tel: +98 763 3710373

Introduction
High blood pressure (BP), also known as hypertension, is among the risk factors for various health conditions, including heart disease, brain disorders, kidney problems (Hashemian et al., 2020, Oparil et al., 2018), eye conditions, and sexual dysfunction. Furthermore, hypertension can increase the risk of several cancers, oral health disorders, and osteoporosis (Kokubo and Iwashima, 2015, World Health Organization, 2013). Several epidemiological studies have indicated that dietary factors play a role in the development of high BP. It appears that an individual's diet and BP levels are closely linked (Farshidi et al., 2020, Schwingshackl et al., 2017). Public education is recommended to control salt intake as a modifiable risk factor for cardiovascular diseases. Scientific studies have demonstrated that consuming marine food, especially oily fish, can lower BP levels (Del Brutto et al., 2016, Ramel et al., 2010, Xun et al., 2012, Zheng et al., 2011).  However, there is inconsistency in this effect (Soleha and Qomaruddin, 2020, Yang et al., 2016), particularly when traditional fish or fish constituents are consumed, mainly due to inadequate research.
Many fermented fish products are prepared and consumed in different parts of the world, such as “kecap ikan” in Indonesia, “nam pla” in Thailand, “patis” in the Philippines, “shottsuru” in Japan, and so on (Irianto, 2017, Marti-Quijal et al., 2020, Se-Kwon and Fidel, 2017). Fish sauce is a salt-soluble protein in the form of amino acids and peptides, produced during the fermentation of whole, headed or gutted fish (Irianto, 2017). Mahyaveh is a traditional fermented fish sauce in Iran, widely consumed in Larestan and Hormozgan. Mahyaveh is typically composed of headed sardines (Sardinella sp.) or anchovies (Stelophorus sp.), salt, mustard (Brassica juncea), various spices such as cumin (Cuminum cyminum), coriander (Coriandrum sativum), fennel seeds (Foeniculum vulgare), black pepper (Piper nigrum), thyme (Thymus capitatus), and water. Mahyaveh sauce is produced through a fermentation process for one-two months until the desirable taste and aroma  is completed (Zarei et al., 2012).  Suragh, another traditional sauce from this region, is made using Sardines (Sardinella sp.) or Anchovies (Stelophorus sp.), salt, orange peel, and the unique red soil found on Hormuz Island. The red soil on Hormuz Island is primarily composed of hematite and iron hydroxides, giving it a distinct color (Mosallaei et al., 2023).
Mahyaveh, Suragh, and salted fish-water are traditional fish products commonly consumed in southern Iran, including Bandar Kong. These sauces are a regular part of the local diet, but no prior study has investigated their relationship with BP. These sauces contain high levels of salt (7-19%), which is added during preparation (Moghadam et al., 2019, Zarei et al., 2012). Several studies have examined the risk of hypertension and its associated risk factors in the southern region of Iran (Dabaghmanesh et al., 2007, Farshidi et al., 2006, Safari Moradabadi et al., 2007). A cross-sectional study conducted in  Bandar Abbas identified salt consumption as a significant factor affecting uncontrolled hypertension in adults (Fallahi et al., 2023). Therefore, the study aims to explore the association between consumption of seafood and traditional fish products, and blood pressure in participants of the Bandar Kong Cohort study with a focus on the odds of hypertension.
Materials and Methods
Study design
The Bandar Kong Cohort study was conducted as a branch of a prospective epidemiological research study in Iran, Hormozgan Province. The study protocol, design, and methods have already been detailed (Nejatizadeh et al., 2022). Briefly, the present study included 4063 participants aged 35–70 who were recruited on Oct 2016 and re-evaluated every 5 years along with annual follow-ups.  The required data including demographic and socio-economic status, anthropometric measurements, physical activity levels, and medical history were obtained by trained interviewers. Detailed information on dietary intake of participants was also collected using the food frequency questionnaire (FFQ). The validity and reliability of this FFQ have been established in a prior study (Eghtesad et al., 2023). The current study utilized baseline data from the ongoing Bandar Kong Cohort study.
Study population
A total of 4063 volunteers underwent a clinical consultation between October 2016 and April 2021. Considering the exclusion criteria, The authors identified 2823 eligible participants for the analysis phase. Pregnant women and participants who self-reported to have a history of cardiovascular disease, diabetes, and cancer as well as participants with low (<800 kcal/day) or high (>4200 kcal/day) calorie intake were excluded (Banna et al., 2017).
Data collection
Seafood (g/day) intake assessment: In this study, trained interviewers used a 132-item semi-quantitative open-ended FFQ to assess the usual dietary intake of participants in Bandar Kong Cohort study. Participants responded to a multiple-choice questionnaire consisting of two questions about each food item: (1) the frequency of consumption on daily, weekly, or monthly of food items during the preceding 12 months, and (2) the typical portion size consumption for each food item listed on FFQ. The obtained data on the consumption of seafood, Mahyaveh, Suragh, and salted fish-water (juice) were converted to grams per day measurement using household measures (Swindale and Ohri-Vachaspati, 2005). To estimate daily energy and nutrient intakes of each participant, the United States Department of Agriculture (USDA) food composition database was used (Haytowitz et al., 2019, Lelong et al., 2015).
Anthropometrics, demographic, health, and lifestyle data collection: Demographic, health, and lifestyle data collection, annual follow-ups, and re-surveys have been detailed elsewhere (Nejatizadeh et al., 2022, Poustchi et al., 2017). Briefly, self-administrated questionnaires provided data on three key fields; general, medical, and nutritional components controlled by four well-educated interviewers.
Blood pressure measurement: BP was measured using a standard mercury sphygmomanometer after the participant had rested for at least 5 minutes. The cuff size used was appropriate for the participant's upper-arm circumference, while they were seated with their feet on the floor, and their arm was supported at heart level. Two measurements were taken at least 5 minutes apart, and the average of these two readings was used for analysis. Hypertension was defined as a sustained BP of 140/90 mmHg or higher, or treatment with anti-hypertensive medications. If the values were elevated (≥140/90 mmHg), they were confirmed on a separate day (Nikparvar et al., 2021).
Ethical considerations
The study was approved by Ethics Committee with the code IR.HUMS.REC.1399.409 as part of the Persian cohort study, supported by Hormozgan University of Medical Sciences, with rigorous ethical considerations, including plagiarism and informed consent, diligently managed by the authors.
Data analysis
Quantitative variables were reported as mean±standard deviation (SD) or standard error mean (SE), and categorical variables were reported by frequency and percentage. Independent samples t-test and χ2 test were used to compare variables in men and women.
Daily seafood consumption (gram per day) was categorized in 3 groups based on the first and third quartile (Low1, Q1≤Moderate3, and High≥Q3).
Physical activity was evaluated by calculating the metabolic equivalent of task (MET) score for 24 hours, using a continuous score system. This score was determined by assigning MET values to various activities such as sleeping, resting, watching TV, reading, working while seated, eating, driving, cooking, washing dishes, house cleaning, walking, cycling, heavy labor, and professional sports. Participants were then categorized into three groups based on their MET score quartile (Low
 The study utilized binary logistic regression analysis to calculate crude odds ratio (OR) and a 95% confidence interval (CI) with the purpose of examining the associations between variables and the likelihood of hypertension in both women and men. Additionally, multivariable binary logistic regression analysis was used to compute the adjusted odds ratio (OR) and a 95% CI to determine the correlation between seafood consumption and the risk of hypertension. Model 1 was adjusted for daily energy intake; Model 2 was controlled for daily energy intake as well as age; and Model 3 was adjusted for daily energy intake, age, education, body mass index (BMI) (all continuous variables), residence (urban/rural), occupation (employed/unemployed), marital status (single, married, widowed or divorced), hookah use (yes/no), socio-economic status (low/medium/high), family history of hypertension (yes/no) and physical activity (low/medium/high), and. In addition, multivariable linear regression was used to find the average difference in systolic and diastolic BP between different groups (supplementary). All tests were performed using SPSS (version 19). P-value < 0.05 was considered statistically significant.
Results
Socioeconomic, anthropometric parameters, and nutritional status assessment
Table 1 reports the study population characteristics. Out of 2823 participants, 59.7% were women with a mean age of 46.62±8.78 and the mean age for men was 47.27±9.15 years. The median age for women was 45 with an interquartile range of 14 years, while for men it was 45 with an interquartile range of 15 years. Out of the total number of women, 51.8% (872) were aged 45 or older, while 53.8% (612) of men fell within this age range.
Table 2 displays a comparison of seafood consumption (grams per day) among both genders with and without hypertension. Totally, 693 individuals (24.5%); 288 men (25.3%) and 405 women (24.0%) had hypertension.
Table 1. Characteristics of the study population.
Variables Total
(n=2823)
Men
(n=1138; 40.3%)
Women
(n=1685; 59.7%)
P-
value
Age (year) 46.88±8.94 47.27±9.15 46.62±8.78 0.062
Total energy intake (kcal/day) 2741.2±665.0 3024.0±613.9 2550.3±629.4 <0.001
Residence
   Urban

2397(84.9)

971(85.3)

1426(84.6)
0.630
   Rural 426(15.1) 167(14.7) 259(15.4)
Education (year)
   <6

1628(57.7)

481(42.3)

1147(68.1)
<0.001
   6-12 929(32.9) 500(43.9) 429(25.5)
   >12 266(9.4) 157(13.8) 109(6.5)
Occupation
   Unemployed

1557(55.3)

160(14.1)

1397(83.1)
<0.001
   Employed 1261(44.7) 977(85.9) 284(16.9)
Physical activity
   Low

706(25.0)

300(26.4)

406(24.1)
<0.001
   Medium 1413(50.1) 503(44.2) 910(54.0)
   High 704(24.9) 335(29.4) 369(21.9)
Body mass index (kg/m2)
   ≤24.9

1101(39.1)

551(48.6)

550(32.7)
<0.001
   25-29.9 1055(37.5) 416(36.7) 639(38.0)
   ≥30 658(23.4) 167(14.7) 491(29.2)
Marital status
   Single

83(2.9)

18(1.6)

65(3.9)
<0.001
   Married 2517(89.2) 1106(97.2) 1411(83.7)
   Widowed/Divorced 223(7.9) 14(1.2) 209(12.4)
Cigarette smoking (yes) 363(12.9) 358(31.6) 5(0.3) <0.001
Alcohol drinker (yes) 135(4.8) 131(11.6) 4(0.2) <0.001
Hookah use (yes) 451(16.1) 243(21.5) 208(12.4) <0.001
Drug use (yes) 115(4.1) 107(9.5) 8(0.5) <0.001
Socio-economic status
   Low

1070(38.0)

355(31.3)

715(42.6)

<0.001
   Medium 586(20.8) 242(21.3) 344(20.5)
   High 1158(41.2) 538(47.4) 620(36.9)
Family history of hypertension (yes) 1551(54.9) 536(47.1) 1015(60.2) <0.001
Canned fish
   Low

734(26.0)

242(21.3)

492(29.2)
<0.001
   Medium 1384(49.0) 538(47.2) 846(50.2)
   High 705(25.0) 358(31.5) 347(20.6)
Salted fish
   Low

1556(55.1)

580(51.0)

976(57.9)
<0.001
   Medium 486(17.2) 188(16.5) 298(17.7)
   High 781 (27.7) 370(32.5) 411(24.4)
Shrimp/ crab
   Low

740(26.2)

249(21.9)

491(29.1)
<0.001
   Medium 1355(48.0) 546(48.0) 809(48.0)
   High 728(25.8) 343(30.1) 385(22.8)
Mahyaveh/ suragh
   Low

705(25.0)

299(26.3)

406(24.1)
0.379
   Medium 1381(48.9) 542(47.6) 839(49.8)
   High 737(26.1) 297(26.1) 440(26.1)
Fish Bandar Kong
   Low

576(20.4)

179(15.7)

397(23.6)
<0.001
   Medium 1642(58.2) 630(55.4) 1012(60.1)
   High 605(21.4) 329(28.9) 276(16.4)
Salted fish-water
   Low

2134(75.6)

853(75.0)

1281(76.0)
0.532
   High 689(24.4) 285(25.0) 404(24.0)
Data are in mean ± standard deviation for quantitative variables and frequency (percent) for categorical variables.  a: Independent samples t-test applied for quantitative and χ2 test for categorical variables.
Table 2. The comparison of seafood consumption (g/day) in both genders with and without hypertension.
Variable Men (n=1138) Women (n=1685)
Without (n=850) With (n=288) P-value Without(n=1280) With(n=405) P-valuea
Canned fish 3.21±0.16 2.75±0.21 0.138 2.19±0.08 2.17±0.15 0.888
Salted fish 1.59±0.08 1.17±0.10 0.001 1.08±0.05 0.95±0.07 0.135
Shrimp/crab 6.11±0.39 6.19±0.89 0.932 4.72±0.29 3.22±0.25 <0.001
Mahyaveh/suragh 8.55±0.51 7.65±0.75 0.359 7.72±0.28 8.56±0.86 0.355
Fish Bandar Kong 33.02±0.88 32.91±1.31 0.948 24.75±0.55 24.58±0.97 0.883
Salted fish-water 1.79±0.16 1.46±0.23 0.287 1.80±0.13 1.81±0.24 0.981
Canned fish
   Low

169(19.8)

73(25.3)
0.068

375(29.2)

117(28.9)
0.593
   Medium 401(47.2) 137(47.6) 635(49.7) 211(52.1)
   High 280(33.0) 78(27.1) 270(21.1) 77(19.0)
Salted fish
   Low

425(48.1)

155(53.8)
0.059

742(58.0)

234(57.7)
0.196
   Medium 133(15.6) 55(19.1) 216(16.9) 82(20.2)
   High 292(34.3) 78(27.1) 322(25.1) 89(22.1)
Shrimp/crab
   Low

182(21.4)

67(23.3)
0.342

357(27.9)

134(33.1)
0.053
   Medium 402(47.3) 144(50.0) 616(48.1) 193(47.6)
   High 266(31.3) 77(26.7) 307(24.0) 78(19.3)
Mahyaveh/suragh
   Low

210(24.7)

89(30.9)
0.118

287(22.4)

119(29.4)
0.014
   Medium 413(48.6) 129(44.8) 656(51.3) 183(45.2)
   High 227(26.7) 70(24.3) 337(26.3) 103(25.4)
Fish Bandar Kong
   Low

143(16.8)

36(12.5)

0.172

311(24.3)

86(21.2)

0.227
   Medium 460(54.2) 170(59.0) 754(58.9) 258(63.7)
   High 247(29.0) 82(28.5) 215(16.8) 61(15.1)
Salted fish-water
   Low

624(73.4)

229(79.5)
0.041
969(75.7)

312(77.0)
0.022
   High 226(26.6) 59(20.5) 311(24.3) 93(236.0)
Data are presented in mean ± standard error for quantitative variables and frequency (percent) for categorical variables.  a: Independent samples t-test applied for quantitative and χ2 test for categorical variables.
The associations between high blood pressure and different variables in both men and women
Based on the findings of univariable binary logistic regression and values of crude odds ratios in Table 3, the associations between the risk of hypertension and age, energy intake, occupation, BMI, socio-economic status, and family history of hypertension were strong in both sexes. The relationship between risk of hypertension and physical activity, hookah use, and consumption of canned fish, salted fish, and salted fish-water (juice) were significant for men while for women the associations between hypertension and other factors such as marital status, education, and consumption of shrimp or crab were strong items.
Table 3. The associations between high BP and different variables in both men and women.
Variable Men (n=1138; 40.3%) Women (n=1685; 59.7%)
Crude OR 95% CI P-value Crude OR 95% CI P-value
Age (year) 1.08 1.07-1.10 <0.001 1.10 1.08-1.11 <0.001
Total energy intake (kcal/day) 0.91 0.86-0.96 <0.001 0.93 0.89-0.97 <0.001
Residence
   Urban

Reference
   Rural 1.19 0.82-1.71 0.362 1.92 1.44-2.55 <0.001
Education (years)
   <6

2.56

1.61-4.06

<0.001

7.51

3.26-17.26

<0.001
   6-12 1.26 0.78-2.02 0.340 2.26 0.94-5.43 0.067
   >12 Reference
Occupation
   Unemployed

3.81

2.69-5.39

<0.001

2.29

1.60-3.30

<0.001
   Employed Reference
Physical activity
   Low

1.83

1.27-2.63

0.001

1.25

0.89-1.74

0.194
   Medium 1.41 1.01-1.97 0.047 1.19 0.89-1.59 0.238
   High Reference
Body mass index (kg/m2)
   ≤24.9

Reference
   25-29.9 1.23 0.92-1.66 0.168 1.63 1.22-2.12 0.001
   ≥30 1.87 1.28-2.73 0.001 2.77 2.06-3.72 <0.001
Marital Status
   Single

Reference
   Married 2.71 0.62-11.87 0.185 1.48 0.76-2.86 0.244
   Widow/Divorce 6.00 0.98-36.71 0.053 2.32 1.14-4.71 0.020
Hookah use
   No

Reference
   Yes 1.66 1.22-2.26 0.001 0.99 0.71-1.40 0.985
Socio -economic status
   Low

1.03

0.76-1.40

0.856

1.38

1.07-1.77

0.013
   Medium 1.03 0.73-1.46 0.876 1.08 0.79-1.49 0.618
   High Reference
Family history of hypertension
   No

Reference
   Yes 1.49 1.14-1.95 0.004 1.64 1.29-2.08 <0.001
Canned fish
   Low

1.55

1.07-2.25

0.021

1.09

0.79-1.52

0.591
   Medium 1.23 0.89-1.68 0.207 1.16 0.87-1.57 0.314
   High Reference
Salted fish
   Low

1.36

1.01-14.86

0.049

1.14

0.86-1.50

0.351
   Medium 1.55 1.04-2.31 0.033 1.37 0.97-1.94 0.072
   High Reference
Shrimp/ crab
   Low

1.27

0.87-1.86

0.212

1.48

1.07-2.03

0.016
   Medium 1.24 0.90-1.70 0.188 1.23 0.92-1.66 0.166
   High Reference
Mahyaveh/suragh
   Low

1.37

0.95-1.98

0.088

1.36

0.99-1.84

0.052
   Medium 1.013 0.73-1.41 0.940 0.91 0.69-1.20 0.515
   High Reference
Fish Bandar Kong
   Low

0.76

0.49-1.18

0.221

0.97

0.67-1.41

0.892
   Medium 1.11 0.82-1.51 0.491 1.21 0.88-1.66 0.248
   High Reference
Salted fish-water
   Low

1.41

1.02-1.94

0.039

1.08

0.83-1.40

0.584
   High Reference
OR: Odds ratio; CI: confidence interval.
Furthermore, as in Table 3, the risk of hypertension increases in men and women up to 0.08 and 0.10, respectively by age per year. Moreover, for one unit of increase in total energy intake, the risk of hypertension in men and women are reduced by 0.09 and 0.07, respectively. The risk of hypertension was 0.92 higher for rural women than those who lived in cities. The risk of hypertension in men and women with primary and lower educational backgrounds was 2.56 and 7.51 times higher than their college-educated counterparts, respectively. The odds of hypertension were 3.81 and 2.29 times higher for unemployed males and females compared with their employed counterparts, respectively. The risk in men with low and moderate physical activity was 0.83 and 0.41 higher than men with high physical activity, respectively. The odds of hypertension was 0.87 higher for men with BMI≥30 kg/m2 than those with BMI<25 kg/m2, the risk was 1.63 and 2.77 time higher for women with 25≤BMI<30, and BMI≥30 kg/m2, respectively, compared with those with a BMI<25 kg/m2.
The risk of hypertension in widowed and divorced women was 2.32 times higher than single females. The risk in males who smoked hookah was 0.66 higher than their counterparts. The risk was 0.38 higher for women with low socio-economic status than those who had a high level of socio-economic status. The risk in men and women with a family history of hypertension was 0.49 and 0.64, higher than their counterparts, respectively.
Seafood consumption and the risk of hypertension
Salted fish: According to Table 2, there was a significant difference in the mean consumption of salted fish (P=0.001) between men with and without hypertension. Furthermore, the risk of hypertension in males with low and moderate consumption of salted fish was respectively 0.36 and 0.55 higher, than males who consumed a high amount of salted fish (Table 3). After adjusting daily energy intake and age in model 2 (Table 4), the risk of hypertension in males with low and moderate consumption of salted fish was 0.45 and 0.58 higher compared with males who consumed a high amount of salted fish. According to the results of multivariable linear regression (presented in supplementary, Table 1), after adjusting for covariates of daily energy intake, age, education, BMI, residence, job, marital status, hookah use, socio-economic status, physical activity, and family history of hypertension, the mean of diastolic BP in males who consumed low amounts of salted fish was 1.77 mmHg higher than those who consumed high amounts of this food.
Table 4. Multivariable logistic regression analysis of the relationship between seafood consumption and the risk of hypertension in women and men.
Variable Model 1 Model 2 Model 3
Adjusted OR (95%CIa) P- value Adjusted OR (95%CIa) P- value Adjusted OR (95%CIa) P- value
Men
Canned fish
   Low

1.42(0.97-2.07)

0.070

1.15(0.77-1.71)

0.495

1.06(0.70-1.62)

0.779
   Medium 1.15(0.83-1.59) 0.390 1.01(0.72-1.41) 0.976 0.97(0.69-1.38) 0.884
   High Reference
Salted fish
   Low

1.25(0.91-1.71)

0.173

1.45(1.04-2.02)

0.030

1.49(1.04-2.13)

0.029
   Medium 1.45(0.97-2.18) 0.069 1.58(1.03-2.43) 0.035 1.50(0.96-2.36) 0.076
   High Reference
Shrimp/ crab
   Low

1.13(0.77-1.66)

0.543

0.98(0.65-1.48)

0.939

0.96(0.62-1.51)

0.965
   Medium 1.15(0.84-1.59) 0.381 1.05(0.75-1.47) 0.781 1.07(0.75-1.52) 0.722
   High Reference
Mahyaveh/suragh
   Low

1.33(0.92-1.92)

0.131

1.62(1.09-2.39)

0.016

1.63(1.07-2.48)

0.022
   Medium 0.98(0.70-1.38) 0.926 1.18(0.83-1.68) 0.364 1.18(0.81-1.72) 0.388
   High Reference
Fish Bandar Kong
   Low

0.71(0.45-1.11)

0.130

0.96(0.60-1.53)

0.852

1.12(0.68-1.84)

0.647
   Medium 1.05(0.77-1.42) 0.774 1.15(0.83-1.59) 0.411 1.27(0.90-1.80) 0.168
   High Reference
Salted fish-water
   Low

1.34(0.96-1.85)

0.082

1.54(1.09-2.18)

0.014

1.57(1.07-2.29)

0.020
   High Reference
Women
Canned fish
   Low

1.00(0.72-1.39)

0.999

0.93(0.65-1.32)

0.671

1.01(0.69-1.47)

0.976
   Medium 1.11(0.83-1.51) 0.469 1.21(0.88-1.66) 0.242 1.26(0.90-1.77) 0.175
   High Reference
Salted fish
   Low

1.06(0.80-1.40)

0.694

1.17(0.87-1.58)

0.298

1.37(0.99-1.90)

0.058
   Medium 1.32(0.93-1.87) 0.116 1.42(0.98-2.06) 0.061 1.45(0.98-2.14) 0.063
   High Reference
Shrimp/crab
   Low

1.34(0.97-0.86)

0.075

1.16(0.82-1.64)

0.402

1.03(0.71-1.50)

0.874
   Medium 1.18(0.87-1.59) 0.288 1.09(0.80-1.51) 0.560 1.01(0.72-1.41) 0.980
   High Reference
Mahyaveh/suragh
   Low

1.24(0.91-1.70)

0.178

1.40(1.01-1.96)

0.049

1.65(1.15-2.36)

0.007
   Medium 0.85(0.64-1.12) 0.250 0.99(0.73-1.33) 0.925 1.03(0.75-1.41) 0.867
   High Reference
Fish Bandar Kong
   Low

0.87(0.59-1.27)

0.467

1.02(0.68-1.53)

0.919

1.24(0.81-1.90)

0.315
   Medium 1.12(0.81-1.55) 0.483 1.13(0.81-1.60) 0.467 1.19(0.83-1.70) 0.340
   High Reference
Salted fish-water
   Low

1.02(0.78-1.33)

0.899

1.09(0.83-1.46)

0.515

1.40(1.02-1.92)

0.035
   High Reference
Model 1: Adjusted for daily energy intake; Model 2: Adjusted for daily energy intake and age; Model 3: Adjusted for daily energy intake, age, education, BMI, residence, job, marital status, using hookah, socio-economic status, physical activity, and family history of hypertension
Salted fish-water: According to the results, males who consumed low amounts of salted fish-water had a 0.41 higher risk of hypertension compared to those who consumed high amounts of salted fish-water (as shown in Table 3). After adjusting for daily energy intake and age in model 2 (Table 4), the risk for males with low consumption of salted fish-water was 0.54 higher than males consuming high amounts. Additionally, females with low consumption of salted fish-water had a 0.40 higher odds of hypertension compared to females with high consumption (Model 3, Table 4).
    Shrimp and crab: Table 2 indicates that women without hypertension had a higher mean consumption of shrimp and crab compared to their counterparts (P<0.001). Furthermore, females with low consumption of shrimp and crab had a 0.48 higher risk of hypertension compared to females who consumed a high amount of these foods (Table 3).
Canned fish: The risk of hypertension in males with low consumption of canned fish was 0.55 higher than males who ate a high amount of canned fish (Table 3).
Mahyaveh and Suragh: Model 2 (Table 4) shows that after adjusting for daily energy intake and age, males with low consumption of Mahyaveh/Suragh had a 0.62 higher odds ratio of hypertension compared to males with high consumption of these sauces. Similarly, females with low consumption of Mahyaveh /Suragh had a 0.40 higher odds ratio of hypertension compared to females with high consumption of these sauces.
Fish Bandar Kong: According to the results of multivariable linear regression (presented in Supplementary Table 1), the mean of diastolic BP in females who consumed low amounts of fish Bandar Kong was 1.59 mmHg higher than those who consumed high amounts of this food.
Totally, in Model 3 (Table 4), after adjusting covariates of daily energy intake, age, education, BMI, residence, job, marital status, hookah use, socio-economic status, physical activity, and family history of hypertension, the odds of hypertension in males with low consumption of salted fish, mahyaveh, suragh and salted fish-water were 0.49, 0.63, and 0.57 higher than their counterparts with high consumption of these foodstuff.  Furthermore, the odds of hypertension in females with low consumption of mahyaveh, suragh and salted fish-water was 0.65 and 0.40 higher than their counterparts with high consumption of these food stuff.
Discussion
The current research studied individuals with an average age of 46.88±8.94 in Bandar Kong region and suggested a remarkable inverse correlation between mahyaveh/suragh sauces consumption and hypertension. In addition, the statistical evidence indicated that the consumption of salted fish-water may be associated with a lower risk of high blood pressure in both males and females. Statistical analysis revealed that the intake of salted fish had a favorable impact on reducing blood pressure in males, but not females.  The fully adjusted model revealed that there was an inverse association between the odds of elevated blood pressure and mahyaveh/suragh, and salted fish-water intake.
Most investigations examined the overall associations between  marine foods intake, the incidence of BP, and its related diseases (Zhang et al., 2020). Seafood as a source of various nutrients, including protein, amino acids, fiber, vitamins, and minerals can enlighten some of its benefits in a healthy diet (Hosomi et al., 2012, Zhang et al., 2020).
Previously, Angiotensin I-converting enzyme (ACE) inhibitory peptides were isolated from Asian traditional fermented fish sauce, among which Lys-Pro showed a tendency to lower BP in spontaneously hypertensive rats (Ichimura et al., 2003). Other studies on fish bioactive peptides show their anti-hypertensive and ACE inhibitory activities (Abachi and Bazinet, 2019, Jensen and Mæhre, 2016). Many fish species, for instance, carp, salmon, tilapia, sardine, tuna and the related hydrolysates have numerous health benefits such as antioxidative, antihypertensive, and cardio protective activities of biopeptides (Festa et al., 2020, Ichimura et al., 2003, Wu et al., 2015). These species’ proteinaceous content provides the essential amino acids, and their hydrolysates have antihypertensive biopeptides as well (Houston, 2014, Phadke et al., 2021). The hydrolysates or peptides of these sauces can lower BP via ACE inhibition in renin-angiotensin-aldosterone-system (RAAS). ACE converts angiotensin I (Ang I) to the Angiotensin II (Ang II) causing vasoconstriction and increases the blood pressure. ACE also inactivates bradykinin - a potent vasodilator peptide - in the kinin-kallicrein system (KKS) (Jensen and Mæhre, 2016)
The main ingredients of mahyaveh and suragh sauces are sardines (Sardinella sp.) or anchovies (Stelophorus sp.) protein hydrolysates or peptides (Moghadam et al., 2019, Zarei et al., 2012)Among decarboxylated amino acids in fermentation processes, histamine was found to be the main biogenic amine in Iranian fish sauce (Moghadam et al., 2019, Zarei et al., 2012). However, there is no consistent data on the antihypertensive effect of histamine. It has been shown that histamine receptors, especially H3 (a type of histamine receptors), can be involved in vasodilation and blood pressure control (C. Reid et al., 2011, Naylor et al., 2020). However, caution should be taken about the toxic amounts of histamine intake based on the Food and Drug Administration (FDA) (U.S. Department of Health and Human Services et al., 2021). The major concern is that other ingredients of fish sauces have possible lowering effects regarding blood pressure. For instance, mustard can alleviate hypertension in an animal model (Godwin et al., 2014). Antihypertensive properties of various spices in mahyaveh sauce were also defined as cumin (Cuminum cyminum) (Kalaivani et al., 2013), coriander (Coriandrum sativum) (Al Disi et al., 2016, Jabeen et al., 2009, Mahleyuddin and Moshawih, 2021), fennel seeds (Foeniculum vulgare) (Aludatt, 2015, Badgujar et al., 2014), black pepper (Piper nigrum) (Taqvi et al., 2008, Wang et al., 2021), and thyme (Thymus capitatus) (Mihailovic-Stanojevic et al., 2013).  Despite lacking these additives, suragh can alleviate hypertension in both sexes as well. The same result has been concluded for salted fish-water intake in both genders.  It could be suggested that the presence of fish protein hydrolysates or peptides as the main ingredient in these sauces was the primary regulator of hypertension in them.
Moreover, consumption of salted fish showed a negative association with BP in males. However, this finding was not in line with the results of other studies. Most of the studies have shown that high level of NaCl in dried salted fish correlates with the incidence of hypertension (Soleha and Qomaruddin, 2020, Susanna et al., 2019, Zheng et al., 2016). Although the present data showed lower BP in males with higher intake of salted fish, self-reported questionnaires could not exclude the vigilant lower consumption of salted fish or any other salty foods. Thus, the possibility of lower salted fish intake in hypertensive individuals could not be ruled out. To the authors’ knowledge, no other study has analyzed the association of traditional Iranian fish sauces with the risk of hypertension. It is also important to consider that this was an observational study, and while it suggested an inverse correlation between mahyaveh, suragh, and salted fish-water consumption and hypertension risk, it cannot establish a cause-and-effect relationship. Further research would be needed to confirm these findings and explore potential underlying mechanisms.
Like any other observational study, the present study had a couple of weaknesses including the possibility of confounding that was not adjusted for. Although the use of standardized methods as well as the adjustment of a wide range of confounding variables had an impact on measures of association, confounding by unmeasured factors cannot be ruled out. Also, the assumption of portion sizes, allocations of different fish species in meals, and food contents of nutrients are just estimates to the true values. This survey revealed basic information about the relationship between seafood intake and the risk of hypertension. However, more than the present variables can be considered responsible for the risk of hypertension, and the researchers focused on the relatively obscure seafood variables such as traditional Iranian fish sauces. The present study included a particular population sample and some of their eating habits; therefore, consumption of traditional fish sauces may not be extended to other populations or ethnicities.
Conclusion
The present study discovered that there is an association between the consumption of Iranian traditional fish sauces, including mahyaveh, suragh, and salted fish-water, and a reduction in blood pressure. Although these sauces are mostly consumed in the south of Iran, they are not commonly used in other regions. The statistical findings indicate that there is an inverse correlation between the consumption of mahyaveh/suragh sauces and salted fish-water, and the risk of hypertension in both males and females. Furthermore, the consumption of salted fish has been associated with a reduction in BP in males.
 Acknowledgments
To the authors would like to thank Professor Reza Malekzadeh and Dr. Hossein Poustchi for their leadership regarding the cohort.
Conflict of interest
The authors declared no conflict of interests.
Authors’ Contributions
Conception of the research, writing, reviewing and editing were carried out by Khaghanzadeh N and Samiei A; Data analysis and data curation were done by Rafati S, Samiei A, Mohammadi M; Methodology was developed by Khaghanzadeh N, Mohammadi M, Samiei A, Rafati S, and Nejatizadeh A. All the authors contributed to the research by providing valuable feedback and assisting in the development of the analysis and manuscript. Furthermore, all the authors read and approved the final manuscript.
Funding
The authors received no external funding for this study.
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Type of article: orginal article | Subject: public specific
Received: 2023/09/8 | Published: 2024/08/20 | ePublished: 2024/08/20

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