Comparative analysis of SNP candidates in disparate milk yielding river buffaloes using targeted sequencing

River buffalo (Bubalus bubalis) milk plays an important role in economy and nutritious diet in several developing countries. However, reliable milk-yield genomic markers and their functional insights remain unexposed. Here, we have used a target capture sequencing approach in three economically impo...

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Main Authors: Ramesh Menon, Anand B. Patel, Chaitanya Joshi
Format: Article
Language:English
Published: PeerJ Inc. 2016-07-01
Series:PeerJ
Subjects:
Online Access:https://peerj.com/articles/2147.pdf
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spelling doaj-fdedc110115548eeb6d9a68744961e702020-11-25T00:25:21ZengPeerJ Inc.PeerJ2167-83592016-07-014e214710.7717/peerj.2147Comparative analysis of SNP candidates in disparate milk yielding river buffaloes using targeted sequencingRamesh MenonAnand B. PatelChaitanya JoshiRiver buffalo (Bubalus bubalis) milk plays an important role in economy and nutritious diet in several developing countries. However, reliable milk-yield genomic markers and their functional insights remain unexposed. Here, we have used a target capture sequencing approach in three economically important buffalo breeds namely: Banni, Jafrabadi and Mehsani, belonging to either high or low milk-yield group. Blood samples were collected from the milk-yield/breed balanced group of 12 buffaloes, and whole exome sequencing was performed using Roche 454 GS-FLX Titanium sequencer. Using an innovative approach namely, MultiCom; we have identified high-quality SNPs specific for high and low-milk yield buffaloes. Almost 70% of the reported genes in QTL regions of milk-yield and milk-fat in cattle were present among the buffalo milk-yield gene candidates. Functional analysis highlighted transcriptional regulation category in the low milk-yield group, and several new pathways in the two groups. Further, the discovered SNP candidates may account for more than half of mammary transcriptome changes in high versus low-milk yielding cattle. Thus, starting from the design of a reliable strategy, we identified reliable genomic markers specific for high and low-milk yield buffalo breeds and addressed possible downstream effects.https://peerj.com/articles/2147.pdfBuffaloSingle nucleotide polymorphismMilk-yieldQuantitative trait lociMammary transcriptomeExome sequencing
collection DOAJ
language English
format Article
sources DOAJ
author Ramesh Menon
Anand B. Patel
Chaitanya Joshi
spellingShingle Ramesh Menon
Anand B. Patel
Chaitanya Joshi
Comparative analysis of SNP candidates in disparate milk yielding river buffaloes using targeted sequencing
PeerJ
Buffalo
Single nucleotide polymorphism
Milk-yield
Quantitative trait loci
Mammary transcriptome
Exome sequencing
author_facet Ramesh Menon
Anand B. Patel
Chaitanya Joshi
author_sort Ramesh Menon
title Comparative analysis of SNP candidates in disparate milk yielding river buffaloes using targeted sequencing
title_short Comparative analysis of SNP candidates in disparate milk yielding river buffaloes using targeted sequencing
title_full Comparative analysis of SNP candidates in disparate milk yielding river buffaloes using targeted sequencing
title_fullStr Comparative analysis of SNP candidates in disparate milk yielding river buffaloes using targeted sequencing
title_full_unstemmed Comparative analysis of SNP candidates in disparate milk yielding river buffaloes using targeted sequencing
title_sort comparative analysis of snp candidates in disparate milk yielding river buffaloes using targeted sequencing
publisher PeerJ Inc.
series PeerJ
issn 2167-8359
publishDate 2016-07-01
description River buffalo (Bubalus bubalis) milk plays an important role in economy and nutritious diet in several developing countries. However, reliable milk-yield genomic markers and their functional insights remain unexposed. Here, we have used a target capture sequencing approach in three economically important buffalo breeds namely: Banni, Jafrabadi and Mehsani, belonging to either high or low milk-yield group. Blood samples were collected from the milk-yield/breed balanced group of 12 buffaloes, and whole exome sequencing was performed using Roche 454 GS-FLX Titanium sequencer. Using an innovative approach namely, MultiCom; we have identified high-quality SNPs specific for high and low-milk yield buffaloes. Almost 70% of the reported genes in QTL regions of milk-yield and milk-fat in cattle were present among the buffalo milk-yield gene candidates. Functional analysis highlighted transcriptional regulation category in the low milk-yield group, and several new pathways in the two groups. Further, the discovered SNP candidates may account for more than half of mammary transcriptome changes in high versus low-milk yielding cattle. Thus, starting from the design of a reliable strategy, we identified reliable genomic markers specific for high and low-milk yield buffalo breeds and addressed possible downstream effects.
topic Buffalo
Single nucleotide polymorphism
Milk-yield
Quantitative trait loci
Mammary transcriptome
Exome sequencing
url https://peerj.com/articles/2147.pdf
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