Camel milk composition by breed, season, publication year, and country: A global systematic review, meta‐analysis, and meta‐regression
Camel milk consists of an essential macro/micronutrient for human nutrition in the arid and urban regions. This review study aimed to use meta‐analysis statistical techniques for assessment and correction of publication bias, exploration of heterogeneity between studies, and detailed assessment of t...
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creator | Alhaj, Omar A. Altooq, Noor J. Alenezi, Ahmad F. Janahi, Abdulrahman I. Janahi, Mohamed I. Humood, Ali M. AlRasheed, Maha M. Bragazzi, Nicola L. Jahrami, Haitham A. Faye, Bernard |
description | Camel milk consists of an essential macro/micronutrient for human nutrition in the arid and urban regions. This review study aimed to use meta‐analysis statistical techniques for assessment and correction of publication bias, exploration of heterogeneity between studies, and detailed assessment of the effect of a comprehensive set of moderators including breed, season, country, year of publication, and the interaction between composition elements. This could provide a single synthesis of the camel milk composition to warrant strong generalizability of results, examine variability between available studies, and analyze differences in camel milk composition among different exposures. Such a finding will aid future researchers and health professionals in acquiring a more precise understanding of camel milk composition and drawing more clinical implications. Six searching databases and bibliographic were used including PubMed/MEDLINE, ScienceDirect, Springer, EBSCOhost, Scopus, and Web of Science from January 1980 to December 2021. The DerSimonian–Laird estimator was used to create the current random‐effects meta‐analysis. This systematic review and meta‐analysis included a total of 7298 camel milk samples from 23 countries. This review comprises 79 studies published in the English language on or after 1980, including a subgroup of 117 analyses consisting of seasons, sub‐breeds, and countries. The contents of macro/micronutrients in camel milk were identified as follows: protein, 3.17%; fat, 3.47%; lactose, 4.28%; ash, 0.78%; and total solids, 11.31%; calcium, 112.93 mg/100 g; iron, 0.45 mg/100 g; potassium, 116.13 mg/100 g; magnesium, 9.65 mg/100 g; sodium, 53.10 mg/100 g; zinc, 1.68 mg/100 g; vitamin C, 5.38 mg/100 g; vitamin A, 0.36 mg/100 g; vitamin B1,0.05 mg/100 g; vitamin B2, 0.13 mg/100 g; vitamin B3, 0.51 mg/100 g; vitamin B6, 0.09 mg/100 g; and vitamin B12, 0.0039 mg/100 g. Our meta‐regression analysis found that fat and total solids were statistically significant moderators of protein; moreover, total solids content is a statistically significant moderator of fat. Discrepancies observed in camel milk profiles are dependent upon several factors, including number of included studies, number of samples, different analytical techniques, feeding patterns, camel's breeds, geographical locations, and seasonal variations. |
doi_str_mv | 10.1111/1541-4337.12943 |
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This review study aimed to use meta‐analysis statistical techniques for assessment and correction of publication bias, exploration of heterogeneity between studies, and detailed assessment of the effect of a comprehensive set of moderators including breed, season, country, year of publication, and the interaction between composition elements. This could provide a single synthesis of the camel milk composition to warrant strong generalizability of results, examine variability between available studies, and analyze differences in camel milk composition among different exposures. Such a finding will aid future researchers and health professionals in acquiring a more precise understanding of camel milk composition and drawing more clinical implications. Six searching databases and bibliographic were used including PubMed/MEDLINE, ScienceDirect, Springer, EBSCOhost, Scopus, and Web of Science from January 1980 to December 2021. The DerSimonian–Laird estimator was used to create the current random‐effects meta‐analysis. This systematic review and meta‐analysis included a total of 7298 camel milk samples from 23 countries. This review comprises 79 studies published in the English language on or after 1980, including a subgroup of 117 analyses consisting of seasons, sub‐breeds, and countries. The contents of macro/micronutrients in camel milk were identified as follows: protein, 3.17%; fat, 3.47%; lactose, 4.28%; ash, 0.78%; and total solids, 11.31%; calcium, 112.93 mg/100 g; iron, 0.45 mg/100 g; potassium, 116.13 mg/100 g; magnesium, 9.65 mg/100 g; sodium, 53.10 mg/100 g; zinc, 1.68 mg/100 g; vitamin C, 5.38 mg/100 g; vitamin A, 0.36 mg/100 g; vitamin B1,0.05 mg/100 g; vitamin B2, 0.13 mg/100 g; vitamin B3, 0.51 mg/100 g; vitamin B6, 0.09 mg/100 g; and vitamin B12, 0.0039 mg/100 g. Our meta‐regression analysis found that fat and total solids were statistically significant moderators of protein; moreover, total solids content is a statistically significant moderator of fat. Discrepancies observed in camel milk profiles are dependent upon several factors, including number of included studies, number of samples, different analytical techniques, feeding patterns, camel's breeds, geographical locations, and seasonal variations.</description><identifier>ISSN: 1541-4337</identifier><identifier>EISSN: 1541-4337</identifier><identifier>DOI: 10.1111/1541-4337.12943</identifier><identifier>PMID: 35430763</identifier><language>eng</language><publisher>United States: Wiley Subscription Services, Inc</publisher><subject>Animals ; Ascorbic acid ; bactrian ; Camel's milk ; Camelus ; dromedary ; Lactose ; Magnesium ; Medical personnel ; Meta-analysis ; Micronutrients ; Milk ; nutrient ; Reviews ; Seasonal variations ; Seasons ; Statistical analysis ; Systematic review ; Vitamin A ; Vitamin B12 ; Vitamin B6 ; Vitamins</subject><ispartof>Comprehensive reviews in food science and food safety, 2022-05, Vol.21 (3), p.2520-2559</ispartof><rights>2022 Institute of Food Technologists®.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c3723-cca99717c95d3092c318a3d4150bb8eaccb0b322f0ea055e48460d88c95893863</citedby><cites>FETCH-LOGICAL-c3723-cca99717c95d3092c318a3d4150bb8eaccb0b322f0ea055e48460d88c95893863</cites><orcidid>0000-0001-6668-2874 ; 0000-0003-4583-5768 ; 0000-0003-0082-3843 ; 0000-0002-5762-5453 ; 0000-0001-8990-1320</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1111%2F1541-4337.12943$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1111%2F1541-4337.12943$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>314,776,780,1411,1427,27903,27904,45553,45554,46387,46811</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/35430763$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Alhaj, Omar A.</creatorcontrib><creatorcontrib>Altooq, Noor J.</creatorcontrib><creatorcontrib>Alenezi, Ahmad F.</creatorcontrib><creatorcontrib>Janahi, Abdulrahman I.</creatorcontrib><creatorcontrib>Janahi, Mohamed I.</creatorcontrib><creatorcontrib>Humood, Ali M.</creatorcontrib><creatorcontrib>AlRasheed, Maha M.</creatorcontrib><creatorcontrib>Bragazzi, Nicola L.</creatorcontrib><creatorcontrib>Jahrami, Haitham A.</creatorcontrib><creatorcontrib>Faye, Bernard</creatorcontrib><title>Camel milk composition by breed, season, publication year, and country: A global systematic review, meta‐analysis, and meta‐regression</title><title>Comprehensive reviews in food science and food safety</title><addtitle>Compr Rev Food Sci Food Saf</addtitle><description>Camel milk consists of an essential macro/micronutrient for human nutrition in the arid and urban regions. This review study aimed to use meta‐analysis statistical techniques for assessment and correction of publication bias, exploration of heterogeneity between studies, and detailed assessment of the effect of a comprehensive set of moderators including breed, season, country, year of publication, and the interaction between composition elements. This could provide a single synthesis of the camel milk composition to warrant strong generalizability of results, examine variability between available studies, and analyze differences in camel milk composition among different exposures. Such a finding will aid future researchers and health professionals in acquiring a more precise understanding of camel milk composition and drawing more clinical implications. Six searching databases and bibliographic were used including PubMed/MEDLINE, ScienceDirect, Springer, EBSCOhost, Scopus, and Web of Science from January 1980 to December 2021. The DerSimonian–Laird estimator was used to create the current random‐effects meta‐analysis. This systematic review and meta‐analysis included a total of 7298 camel milk samples from 23 countries. This review comprises 79 studies published in the English language on or after 1980, including a subgroup of 117 analyses consisting of seasons, sub‐breeds, and countries. The contents of macro/micronutrients in camel milk were identified as follows: protein, 3.17%; fat, 3.47%; lactose, 4.28%; ash, 0.78%; and total solids, 11.31%; calcium, 112.93 mg/100 g; iron, 0.45 mg/100 g; potassium, 116.13 mg/100 g; magnesium, 9.65 mg/100 g; sodium, 53.10 mg/100 g; zinc, 1.68 mg/100 g; vitamin C, 5.38 mg/100 g; vitamin A, 0.36 mg/100 g; vitamin B1,0.05 mg/100 g; vitamin B2, 0.13 mg/100 g; vitamin B3, 0.51 mg/100 g; vitamin B6, 0.09 mg/100 g; and vitamin B12, 0.0039 mg/100 g. Our meta‐regression analysis found that fat and total solids were statistically significant moderators of protein; moreover, total solids content is a statistically significant moderator of fat. Discrepancies observed in camel milk profiles are dependent upon several factors, including number of included studies, number of samples, different analytical techniques, feeding patterns, camel's breeds, geographical locations, and seasonal variations.</description><subject>Animals</subject><subject>Ascorbic acid</subject><subject>bactrian</subject><subject>Camel's milk</subject><subject>Camelus</subject><subject>dromedary</subject><subject>Lactose</subject><subject>Magnesium</subject><subject>Medical personnel</subject><subject>Meta-analysis</subject><subject>Micronutrients</subject><subject>Milk</subject><subject>nutrient</subject><subject>Reviews</subject><subject>Seasonal variations</subject><subject>Seasons</subject><subject>Statistical analysis</subject><subject>Systematic review</subject><subject>Vitamin A</subject><subject>Vitamin B12</subject><subject>Vitamin B6</subject><subject>Vitamins</subject><issn>1541-4337</issn><issn>1541-4337</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFkcFu1DAQhi0EoqVw5oYsceGw29qZJE64VasWkCohIThbtjNbuTjx4kmocuPMqc_Ik-BtlgpxwRdb4-__pdHH2EspTmU-Z7Iq5boEUKeyaEt4xI4fJo__eh-xZ0Q3QpSqUs1TdgRVCULVcMx-bkyPgfc-fOUu9rtIfvRx4HbmNiF2K05oKA4rvpts8M7c_85o0oqbocuZaRjT_Jaf8-sQrQmcZhqxz5zjCb97vF3xHkfz68edGUyYydOSPAwTXickyq3P2ZOtCYQvDvcJ-3J58Xnzfn318d2HzfnV2oEqYO2caVsllWurDkRbOJCNga6UlbC2QeOcFRaKYivQiKrCsilr0TVN5psWmhpO2Juld5fitwlp1L0nhyGYAeNEuqirQhStbGVGX_-D3sQp5TX2VK0U1AJUps4WyqVIlHCrd8n3Js1aCr3XpPci9F6EvteUE68OvZPtsXvg_3jJQL0Atz7g_L8-vfl0CUvzb1BKnpg</recordid><startdate>202205</startdate><enddate>202205</enddate><creator>Alhaj, Omar A.</creator><creator>Altooq, Noor J.</creator><creator>Alenezi, Ahmad F.</creator><creator>Janahi, Abdulrahman I.</creator><creator>Janahi, Mohamed I.</creator><creator>Humood, Ali M.</creator><creator>AlRasheed, Maha M.</creator><creator>Bragazzi, Nicola L.</creator><creator>Jahrami, Haitham A.</creator><creator>Faye, Bernard</creator><general>Wiley Subscription Services, Inc</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0001-6668-2874</orcidid><orcidid>https://orcid.org/0000-0003-4583-5768</orcidid><orcidid>https://orcid.org/0000-0003-0082-3843</orcidid><orcidid>https://orcid.org/0000-0002-5762-5453</orcidid><orcidid>https://orcid.org/0000-0001-8990-1320</orcidid></search><sort><creationdate>202205</creationdate><title>Camel milk composition by breed, season, publication year, and country: A global systematic review, meta‐analysis, and meta‐regression</title><author>Alhaj, Omar A. ; Altooq, Noor J. ; Alenezi, Ahmad F. ; Janahi, Abdulrahman I. ; Janahi, Mohamed I. ; Humood, Ali M. ; AlRasheed, Maha M. ; Bragazzi, Nicola L. ; Jahrami, Haitham A. ; Faye, Bernard</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3723-cca99717c95d3092c318a3d4150bb8eaccb0b322f0ea055e48460d88c95893863</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Animals</topic><topic>Ascorbic acid</topic><topic>bactrian</topic><topic>Camel's milk</topic><topic>Camelus</topic><topic>dromedary</topic><topic>Lactose</topic><topic>Magnesium</topic><topic>Medical personnel</topic><topic>Meta-analysis</topic><topic>Micronutrients</topic><topic>Milk</topic><topic>nutrient</topic><topic>Reviews</topic><topic>Seasonal variations</topic><topic>Seasons</topic><topic>Statistical analysis</topic><topic>Systematic review</topic><topic>Vitamin A</topic><topic>Vitamin B12</topic><topic>Vitamin B6</topic><topic>Vitamins</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Alhaj, Omar A.</creatorcontrib><creatorcontrib>Altooq, Noor J.</creatorcontrib><creatorcontrib>Alenezi, Ahmad F.</creatorcontrib><creatorcontrib>Janahi, Abdulrahman I.</creatorcontrib><creatorcontrib>Janahi, Mohamed I.</creatorcontrib><creatorcontrib>Humood, Ali M.</creatorcontrib><creatorcontrib>AlRasheed, Maha M.</creatorcontrib><creatorcontrib>Bragazzi, Nicola L.</creatorcontrib><creatorcontrib>Jahrami, Haitham A.</creatorcontrib><creatorcontrib>Faye, Bernard</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Comprehensive reviews in food science and food safety</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Alhaj, Omar A.</au><au>Altooq, Noor J.</au><au>Alenezi, Ahmad F.</au><au>Janahi, Abdulrahman I.</au><au>Janahi, Mohamed I.</au><au>Humood, Ali M.</au><au>AlRasheed, Maha M.</au><au>Bragazzi, Nicola L.</au><au>Jahrami, Haitham A.</au><au>Faye, Bernard</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Camel milk composition by breed, season, publication year, and country: A global systematic review, meta‐analysis, and meta‐regression</atitle><jtitle>Comprehensive reviews in food science and food safety</jtitle><addtitle>Compr Rev Food Sci Food Saf</addtitle><date>2022-05</date><risdate>2022</risdate><volume>21</volume><issue>3</issue><spage>2520</spage><epage>2559</epage><pages>2520-2559</pages><issn>1541-4337</issn><eissn>1541-4337</eissn><abstract>Camel milk consists of an essential macro/micronutrient for human nutrition in the arid and urban regions. This review study aimed to use meta‐analysis statistical techniques for assessment and correction of publication bias, exploration of heterogeneity between studies, and detailed assessment of the effect of a comprehensive set of moderators including breed, season, country, year of publication, and the interaction between composition elements. This could provide a single synthesis of the camel milk composition to warrant strong generalizability of results, examine variability between available studies, and analyze differences in camel milk composition among different exposures. Such a finding will aid future researchers and health professionals in acquiring a more precise understanding of camel milk composition and drawing more clinical implications. Six searching databases and bibliographic were used including PubMed/MEDLINE, ScienceDirect, Springer, EBSCOhost, Scopus, and Web of Science from January 1980 to December 2021. The DerSimonian–Laird estimator was used to create the current random‐effects meta‐analysis. This systematic review and meta‐analysis included a total of 7298 camel milk samples from 23 countries. This review comprises 79 studies published in the English language on or after 1980, including a subgroup of 117 analyses consisting of seasons, sub‐breeds, and countries. The contents of macro/micronutrients in camel milk were identified as follows: protein, 3.17%; fat, 3.47%; lactose, 4.28%; ash, 0.78%; and total solids, 11.31%; calcium, 112.93 mg/100 g; iron, 0.45 mg/100 g; potassium, 116.13 mg/100 g; magnesium, 9.65 mg/100 g; sodium, 53.10 mg/100 g; zinc, 1.68 mg/100 g; vitamin C, 5.38 mg/100 g; vitamin A, 0.36 mg/100 g; vitamin B1,0.05 mg/100 g; vitamin B2, 0.13 mg/100 g; vitamin B3, 0.51 mg/100 g; vitamin B6, 0.09 mg/100 g; and vitamin B12, 0.0039 mg/100 g. Our meta‐regression analysis found that fat and total solids were statistically significant moderators of protein; moreover, total solids content is a statistically significant moderator of fat. Discrepancies observed in camel milk profiles are dependent upon several factors, including number of included studies, number of samples, different analytical techniques, feeding patterns, camel's breeds, geographical locations, and seasonal variations.</abstract><cop>United States</cop><pub>Wiley Subscription Services, Inc</pub><pmid>35430763</pmid><doi>10.1111/1541-4337.12943</doi><tpages>40</tpages><orcidid>https://orcid.org/0000-0001-6668-2874</orcidid><orcidid>https://orcid.org/0000-0003-4583-5768</orcidid><orcidid>https://orcid.org/0000-0003-0082-3843</orcidid><orcidid>https://orcid.org/0000-0002-5762-5453</orcidid><orcidid>https://orcid.org/0000-0001-8990-1320</orcidid></addata></record> |
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subjects | Animals Ascorbic acid bactrian Camel's milk Camelus dromedary Lactose Magnesium Medical personnel Meta-analysis Micronutrients Milk nutrient Reviews Seasonal variations Seasons Statistical analysis Systematic review Vitamin A Vitamin B12 Vitamin B6 Vitamins |
title | Camel milk composition by breed, season, publication year, and country: A global systematic review, meta‐analysis, and meta‐regression |
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