Effects of various macroalgae species on methane production, rumen fermentation, and ruminant production: A meta-analysis from in vitro and in vivo experiments

A meta-analysis was performed to examine the dietary inclusion of marine macroalgae species to target methane (CH4) reduction from ruminant animals and the effects on rumen fermentation and animal performance. A literature search was conducted from global scientific databases, resulting in 25 in vit...

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Main Authors: Sofyan, Ahmad, Irawan, Agung, Herdian, Hendra, Jasmadi, Jasmadi, Harahap, Muhammad Ainsyar, Sakti, Awistaros Angger, Suryani, Ade Erma, Novianty, Hilda, Kurniawan, Taufik, Darma, I. Nyoman Guna, Windarsih, Anjar, Jayanegara, Anuraga
Format: Article PeerReviewed
Language:English
Published: Elsevier 2022
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Online Access:https://repository.ugm.ac.id/278808/1/Sakti_KH.pdf
https://repository.ugm.ac.id/278808/
https://www.sciencedirect.com/science/article/pii/S0377840122003017?via%3Dihub
https://doi.org/10.1016/j.anifeedsci.2022.115503
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spelling id-ugm-repo.2788082023-10-13T08:26:06Z https://repository.ugm.ac.id/278808/ Effects of various macroalgae species on methane production, rumen fermentation, and ruminant production: A meta-analysis from in vitro and in vivo experiments Sofyan, Ahmad Irawan, Agung Herdian, Hendra Jasmadi, Jasmadi Harahap, Muhammad Ainsyar Sakti, Awistaros Angger Suryani, Ade Erma Novianty, Hilda Kurniawan, Taufik Darma, I. Nyoman Guna Windarsih, Anjar Jayanegara, Anuraga Veterinary Sciences A meta-analysis was performed to examine the dietary inclusion of marine macroalgae species to target methane (CH4) reduction from ruminant animals and the effects on rumen fermentation and animal performance. A literature search was conducted from global scientific databases, resulting in 25 in vitro and 22 in vivo studies eligible to be integrated in a database. A total of 673 experimental units comprising 537 in vitro and 136 in vivo experimental units were analyzed by using mixed model methodology in SAS and multivariate analysis in R Studio. Principal component analysis (PCA) from in vitro dataset revealed difference effects of brown, green, and red macroalgae on CH4 production without a pronounced pattern on rumen fermentation. Likewise, PCA from in vivo dataset supported the in vitro results whereas Ascophyllum nodosum (brown) and Asparagopsis taxiformis (A. taxiformis; red) species showed noticeably separated clusters on CH4 production. Mixed regression analysis from in vitro and in vivo databases showed interaction effects (P < 0.001) between levels × species on CH4 production and the percentages of acetate (C2), propionate (C3), butyrate (C4) whereas A. taxiformis showed the greatest effects on the decrease of C2 and increase of C3 proportions (P < 0.001), among other species. Additionally, dietary levels of A. taxiformis had strong linear decrease (R2 = 0.946; P < 0.001) on CH4 (g/d) and curvilinear effect on CH4 when expressed as g/kg DMI (R2 = 0.687; P < 0.001). When considering the types of animals, A. taxiformis decreased (P < 0.001) CH4 by 64.76 % in beef cattle but the effect in dairy cows and small ruminant were non-significant (P > 0.05) compared with control diet as a reference. Curvilinear effect on in vitro organic matter digestibility (P = 0.043) and linear degreased on crude protein digestibility (P = 0.029) were found. Feeding macroalgae did not affect dry matter intake (DMI), average daily gain (ADG), milk production and milk composition except for milk lactose which linearly increased (R2 = 0.731; P = 0.002) by increasing Ascophyllum nodosum level. In dairy cows, the inclusion of A. taxiformis increased iodine concentration by more than six-fold increase (P < 0.001) while other species had no substantial effect on iodine concentration. Taken together, macroalgae can be used as feed ingredients for ruminants to decrease CH4 emissions without detrimental effects on metabolism and production performance in ruminant livestock. Notwithstanding, feeding A. taxiformis > 10 g/kg DM of diet may result in an unfavorable effect on the high bromoform and iodine residuals in milk. Future in vivo study using less-explored species that had been tested in vitro need to be conducted. Elsevier 2022-10-28 Article PeerReviewed application/pdf en https://repository.ugm.ac.id/278808/1/Sakti_KH.pdf Sofyan, Ahmad and Irawan, Agung and Herdian, Hendra and Jasmadi, Jasmadi and Harahap, Muhammad Ainsyar and Sakti, Awistaros Angger and Suryani, Ade Erma and Novianty, Hilda and Kurniawan, Taufik and Darma, I. Nyoman Guna and Windarsih, Anjar and Jayanegara, Anuraga (2022) Effects of various macroalgae species on methane production, rumen fermentation, and ruminant production: A meta-analysis from in vitro and in vivo experiments. Animal Feed Science and Technology, 294 (115503). pp. 1-17. ISSN 1873-2216 https://www.sciencedirect.com/science/article/pii/S0377840122003017?via%3Dihub https://doi.org/10.1016/j.anifeedsci.2022.115503
institution Universitas Gadjah Mada
building UGM Library
continent Asia
country Indonesia
Indonesia
content_provider UGM Library
collection Repository Civitas UGM
language English
topic Veterinary Sciences
spellingShingle Veterinary Sciences
Sofyan, Ahmad
Irawan, Agung
Herdian, Hendra
Jasmadi, Jasmadi
Harahap, Muhammad Ainsyar
Sakti, Awistaros Angger
Suryani, Ade Erma
Novianty, Hilda
Kurniawan, Taufik
Darma, I. Nyoman Guna
Windarsih, Anjar
Jayanegara, Anuraga
Effects of various macroalgae species on methane production, rumen fermentation, and ruminant production: A meta-analysis from in vitro and in vivo experiments
description A meta-analysis was performed to examine the dietary inclusion of marine macroalgae species to target methane (CH4) reduction from ruminant animals and the effects on rumen fermentation and animal performance. A literature search was conducted from global scientific databases, resulting in 25 in vitro and 22 in vivo studies eligible to be integrated in a database. A total of 673 experimental units comprising 537 in vitro and 136 in vivo experimental units were analyzed by using mixed model methodology in SAS and multivariate analysis in R Studio. Principal component analysis (PCA) from in vitro dataset revealed difference effects of brown, green, and red macroalgae on CH4 production without a pronounced pattern on rumen fermentation. Likewise, PCA from in vivo dataset supported the in vitro results whereas Ascophyllum nodosum (brown) and Asparagopsis taxiformis (A. taxiformis; red) species showed noticeably separated clusters on CH4 production. Mixed regression analysis from in vitro and in vivo databases showed interaction effects (P < 0.001) between levels × species on CH4 production and the percentages of acetate (C2), propionate (C3), butyrate (C4) whereas A. taxiformis showed the greatest effects on the decrease of C2 and increase of C3 proportions (P < 0.001), among other species. Additionally, dietary levels of A. taxiformis had strong linear decrease (R2 = 0.946; P < 0.001) on CH4 (g/d) and curvilinear effect on CH4 when expressed as g/kg DMI (R2 = 0.687; P < 0.001). When considering the types of animals, A. taxiformis decreased (P < 0.001) CH4 by 64.76 % in beef cattle but the effect in dairy cows and small ruminant were non-significant (P > 0.05) compared with control diet as a reference. Curvilinear effect on in vitro organic matter digestibility (P = 0.043) and linear degreased on crude protein digestibility (P = 0.029) were found. Feeding macroalgae did not affect dry matter intake (DMI), average daily gain (ADG), milk production and milk composition except for milk lactose which linearly increased (R2 = 0.731; P = 0.002) by increasing Ascophyllum nodosum level. In dairy cows, the inclusion of A. taxiformis increased iodine concentration by more than six-fold increase (P < 0.001) while other species had no substantial effect on iodine concentration. Taken together, macroalgae can be used as feed ingredients for ruminants to decrease CH4 emissions without detrimental effects on metabolism and production performance in ruminant livestock. Notwithstanding, feeding A. taxiformis > 10 g/kg DM of diet may result in an unfavorable effect on the high bromoform and iodine residuals in milk. Future in vivo study using less-explored species that had been tested in vitro need to be conducted.
format Article
PeerReviewed
author Sofyan, Ahmad
Irawan, Agung
Herdian, Hendra
Jasmadi, Jasmadi
Harahap, Muhammad Ainsyar
Sakti, Awistaros Angger
Suryani, Ade Erma
Novianty, Hilda
Kurniawan, Taufik
Darma, I. Nyoman Guna
Windarsih, Anjar
Jayanegara, Anuraga
author_facet Sofyan, Ahmad
Irawan, Agung
Herdian, Hendra
Jasmadi, Jasmadi
Harahap, Muhammad Ainsyar
Sakti, Awistaros Angger
Suryani, Ade Erma
Novianty, Hilda
Kurniawan, Taufik
Darma, I. Nyoman Guna
Windarsih, Anjar
Jayanegara, Anuraga
author_sort Sofyan, Ahmad
title Effects of various macroalgae species on methane production, rumen fermentation, and ruminant production: A meta-analysis from in vitro and in vivo experiments
title_short Effects of various macroalgae species on methane production, rumen fermentation, and ruminant production: A meta-analysis from in vitro and in vivo experiments
title_full Effects of various macroalgae species on methane production, rumen fermentation, and ruminant production: A meta-analysis from in vitro and in vivo experiments
title_fullStr Effects of various macroalgae species on methane production, rumen fermentation, and ruminant production: A meta-analysis from in vitro and in vivo experiments
title_full_unstemmed Effects of various macroalgae species on methane production, rumen fermentation, and ruminant production: A meta-analysis from in vitro and in vivo experiments
title_sort effects of various macroalgae species on methane production, rumen fermentation, and ruminant production: a meta-analysis from in vitro and in vivo experiments
publisher Elsevier
publishDate 2022
url https://repository.ugm.ac.id/278808/1/Sakti_KH.pdf
https://repository.ugm.ac.id/278808/
https://www.sciencedirect.com/science/article/pii/S0377840122003017?via%3Dihub
https://doi.org/10.1016/j.anifeedsci.2022.115503
_version_ 1781413295731769344