Identification of potential biomarkers in donor cows for in vitro embryo production by granulosa cell transcriptomics.

The Ovum Pick Up-In vitro Production (OPU-IVP) of embryos is an advanced reproductive technology used in cattle production but the complex biological mechanisms behind IVP outcomes are not fully understood. In this study we sequenced RNA of granulosa cells collected from Holstein cows at oocyte aspi...

Full description

Bibliographic Details
Main Authors: Gianluca Mazzoni, Suraya M Salleh, Kristine Freude, Hanne S Pedersen, Lotte Stroebech, Henrik Callesen, Poul Hyttel, Haja N Kadarmideen
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2017-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC5389837?pdf=render
id doaj-48ea4de17caf4cef82373e5a2dc4c858
record_format Article
spelling doaj-48ea4de17caf4cef82373e5a2dc4c8582020-11-24T20:50:51ZengPublic Library of Science (PLoS)PLoS ONE1932-62032017-01-01124e017546410.1371/journal.pone.0175464Identification of potential biomarkers in donor cows for in vitro embryo production by granulosa cell transcriptomics.Gianluca MazzoniSuraya M SallehKristine FreudeHanne S PedersenLotte StroebechHenrik CallesenPoul HyttelHaja N KadarmideenThe Ovum Pick Up-In vitro Production (OPU-IVP) of embryos is an advanced reproductive technology used in cattle production but the complex biological mechanisms behind IVP outcomes are not fully understood. In this study we sequenced RNA of granulosa cells collected from Holstein cows at oocyte aspiration prior to IVP, to identify candidate genes and biological mechanisms for favourable IVP-related traits in donor cows where IVP was performed separately for each animal. We identified 56 genes significantly associated with IVP scores (BL rate, kinetic and morphology). Among these, BEX2, HEY2, RGN, TNFAIP6 and TXNDC11 were negatively associated while Mx1 and STC1 were positively associated with all IVP scores. Functional analysis highlighted a wide range of biological mechanisms including apoptosis, cell development and proliferation and four key upstream regulators (COX2, IL1, PRL, TRIM24) involved in these mechanisms. We found a range of evidence that good IVP outcome is positively correlated with early follicular atresia. Furthermore we showed that high genetic index bulls can be used in breeding without reducing the IVP performances. These findings can contribute to the development of biomarkers from follicular fluid content and to improving Genomic Selection (GS) methods that utilize functional information in cattle breeding, allowing a widespread large scale application of GS-IVP.http://europepmc.org/articles/PMC5389837?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Gianluca Mazzoni
Suraya M Salleh
Kristine Freude
Hanne S Pedersen
Lotte Stroebech
Henrik Callesen
Poul Hyttel
Haja N Kadarmideen
spellingShingle Gianluca Mazzoni
Suraya M Salleh
Kristine Freude
Hanne S Pedersen
Lotte Stroebech
Henrik Callesen
Poul Hyttel
Haja N Kadarmideen
Identification of potential biomarkers in donor cows for in vitro embryo production by granulosa cell transcriptomics.
PLoS ONE
author_facet Gianluca Mazzoni
Suraya M Salleh
Kristine Freude
Hanne S Pedersen
Lotte Stroebech
Henrik Callesen
Poul Hyttel
Haja N Kadarmideen
author_sort Gianluca Mazzoni
title Identification of potential biomarkers in donor cows for in vitro embryo production by granulosa cell transcriptomics.
title_short Identification of potential biomarkers in donor cows for in vitro embryo production by granulosa cell transcriptomics.
title_full Identification of potential biomarkers in donor cows for in vitro embryo production by granulosa cell transcriptomics.
title_fullStr Identification of potential biomarkers in donor cows for in vitro embryo production by granulosa cell transcriptomics.
title_full_unstemmed Identification of potential biomarkers in donor cows for in vitro embryo production by granulosa cell transcriptomics.
title_sort identification of potential biomarkers in donor cows for in vitro embryo production by granulosa cell transcriptomics.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2017-01-01
description The Ovum Pick Up-In vitro Production (OPU-IVP) of embryos is an advanced reproductive technology used in cattle production but the complex biological mechanisms behind IVP outcomes are not fully understood. In this study we sequenced RNA of granulosa cells collected from Holstein cows at oocyte aspiration prior to IVP, to identify candidate genes and biological mechanisms for favourable IVP-related traits in donor cows where IVP was performed separately for each animal. We identified 56 genes significantly associated with IVP scores (BL rate, kinetic and morphology). Among these, BEX2, HEY2, RGN, TNFAIP6 and TXNDC11 were negatively associated while Mx1 and STC1 were positively associated with all IVP scores. Functional analysis highlighted a wide range of biological mechanisms including apoptosis, cell development and proliferation and four key upstream regulators (COX2, IL1, PRL, TRIM24) involved in these mechanisms. We found a range of evidence that good IVP outcome is positively correlated with early follicular atresia. Furthermore we showed that high genetic index bulls can be used in breeding without reducing the IVP performances. These findings can contribute to the development of biomarkers from follicular fluid content and to improving Genomic Selection (GS) methods that utilize functional information in cattle breeding, allowing a widespread large scale application of GS-IVP.
url http://europepmc.org/articles/PMC5389837?pdf=render
work_keys_str_mv AT gianlucamazzoni identificationofpotentialbiomarkersindonorcowsforinvitroembryoproductionbygranulosacelltranscriptomics
AT surayamsalleh identificationofpotentialbiomarkersindonorcowsforinvitroembryoproductionbygranulosacelltranscriptomics
AT kristinefreude identificationofpotentialbiomarkersindonorcowsforinvitroembryoproductionbygranulosacelltranscriptomics
AT hannespedersen identificationofpotentialbiomarkersindonorcowsforinvitroembryoproductionbygranulosacelltranscriptomics
AT lottestroebech identificationofpotentialbiomarkersindonorcowsforinvitroembryoproductionbygranulosacelltranscriptomics
AT henrikcallesen identificationofpotentialbiomarkersindonorcowsforinvitroembryoproductionbygranulosacelltranscriptomics
AT poulhyttel identificationofpotentialbiomarkersindonorcowsforinvitroembryoproductionbygranulosacelltranscriptomics
AT hajankadarmideen identificationofpotentialbiomarkersindonorcowsforinvitroembryoproductionbygranulosacelltranscriptomics
_version_ 1716803419784609792