| Literature DB >> 26447763 |
Minh Ha1, Manya Sabherwal2, Elizabeth Duncan3, Stewart Stevens1, Peter Stockwell1, Michelle McConnell4, Alaa El-Din Bekhit5, Alan Carne1.
Abstract
An in-depth proteomic study of sheep milk whey is reported and compared to the data available in the literature for the cow whey proteome. A combinatorial peptide ligand library kit (ProteoMiner) was used to normalize protein abundance in the sheep whey proteome followed by an in-gel digest of a 1D-PAGE display and an in-solution digestion followed by OFFGEL isoelectric focusing fractionation. The peptide fractions obtained were then analyzed by LC-MS/MS. This enabled identification of 669 proteins in sheep whey that, to our knowledge, is the largest inventory of sheep whey proteins identified to date. A comprehensive list of cow whey proteins currently available in the literature (783 proteins from unique genes) was assembled and compared to the sheep whey proteome data obtained in this study (606 proteins from unique genes). This comparison revealed that while the 233 proteins shared by the two species were significantly enriched for immune and inflammatory responses in gene ontology analysis, proteins only found in sheep whey in this study were identified that take part in both cellular development and immune responses, whereas proteins only found in cow whey in this study were identified to be associated with metabolism and cellular growth.Entities:
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Year: 2015 PMID: 26447763 PMCID: PMC4598025 DOI: 10.1371/journal.pone.0139774
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Fig 11D-PAGE of sheep acid whey before and after ProteoMiner treatment.
Sheep acid whey was subjected to ammonium sulfate precipitation, desalting by 2 kDa cut-off dialysis and concentration to 60 mg.mL−1 prior to treatment with a ProteoMiner kit according to the manufacturer’s instructions. The ProteoMiner enriched protein fraction was desalted using a 2D Clean Up Kit and one quarter of the material was separated by 1D-PAGE using a 12 well Novex BOLT 4–12% bis-Tris electrophoresis gel. Novex Sharp Pre-Stained Protein Standards (Life Technologies, Auckland, NZ) were run in one lane for calibration. The gel was stained with Simply Blue SafeStain (Invitrogen, Auckland, NZ). After staining, the Proteominer enriched sample whole gel lane was excised, cut into six segments as indicated and subjected to an in-gel digest/ LCMS/MS workflow. Lf, lactoferrin; Sa, serum albumin; Cn, casein; β-Lg, beta-lactoglobulin; α-La, alpha-lactalbumin; and Lz, lysozyme.
Fig 2Proportions of sheep milk whey proteins involved in the top 15 GO enrichment for biological process and molecular function terms.
All identified proteins in sheep milk whey were categorized with GO through the DAVID server (http://david.abcc.ncifcrf.gov/home.jsp).
Fig 3Proportion of top 15 GO term enrichment for biological process and molecular function of proteins unique to (A) sheep milk whey (373 proteins) and (B) cow milk whey (550 proteins) from the current data set.
Proteins were categorized with GO through the DAVID server (http://david.abcc.ncifcrf.gov/home.jsp).
Fig 4Number of milk whey gene products involved in the top 15 enriched biological process and molecular function GO terms that are shared by cow and sheep the current data sets.
Proteins identified only in cow milk or only sheep milk in the top 15 enriched biological process and molecular function GO terms shared by the two species.
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| GO Term | Unique to Sheep | Unique to Cow | Common |
| Acute inflammatory response (GO:0002526) | C1QA, C1QB, C1QC, C4B, C8A, CRP, KLKB1, KRT1, MASP2, TLR4, YWHAZ | APCS, CFI, IGF2, IL1B, IL6, INS, MBL2, ORM1 | A2M, AHSG, B4GALT1, C1R, C1S, C2, C3, C4A, C4BPA, C5, C6, C7, C8B, C9, CFB, CFD, CFH, CLU, F2, FN1, ITIH4, LBP, MASP1, SAA1, SERPINA1, SERPINF2, SERPING1, TF |
| Response to wounding (GO:0009611) | ANXA1, AZU1, C1QA, C1QB, C1QC, C4B, C8A, CD9, CRP, ITGAL, KLKB1, KRT1, LAMB2, LMAN1, MASP2, NDST1, PRDX5, PROS1, PTX3, RAC1, TIMP3, TLR4, TNFAIP6, YWHAZ | ANXA5, AOX1, APCS, APOH, CD44, CFI, CXCL2, F11, F13B, FGF2, GNAQ, IGF1, IGF2, IGFBP1, IGFBP4, IL10, IL1B, IL6, INS, MBL2, MECOM, MYH10, MYH2, NFKB1, ORM1, PDGFA, PDGFB, PLAT, PPARD, PXK, S100A12, S100A8, S100A9, SERPIND1, TGFB1, TLR7, TNF | A2M, AHSG, AOC3, B4GALT1, C1R, C1S, C2, C3, C4A, C4BPA, C5, C6, C7, C8B, C9, CD14, CD36, CFB, CFD, CFH, CLU, CTSB, DSP, F2, F9, FGA, FGB, FGG, FN1, GSN, ITIH4, KNG1, LBP, MASP1, MIA3, PEBP1, PLG, PROC, SAA1, SERPINA1, SERPINA10, SERPINC1, SERPINF2, SERPING1, SPP1, TF, TGFB2, THBS1 |
| Complement activation (GO:0006956) | C1QA, C1QB, C1QC, C4B, C8A, CRP, KRT1, MASP2 | CFI, MBL2 | C1R, C1S, C2, C3, C4A, C4BPA, C5, C6, C7, C8B, C9, CFB, CFD, CFH, CLU, MASP1, SERPING1 |
| Humoral immune response (GO:0006959) | C1QA, C1QB, C1QC, C4B, C8A, CRP, KRT1, MASP2 | CFI, IL6, MBL2, TNF | C1R, C1S, C2, C3, C4A, C4BPA, C5, C6, C7, C8B, C9, CFB, CFD, CFH, CLU, DMBT1, GPI, LTF, MASP1, SERPING1 |
| Inflammatory response (GO:0006954) | ANXA1, AZU1, C1QA, C1QB, C1QC, C4B, C8A, CRP, ITGAL, KLKB1, KRT1, MASP2, NDST1, PRDX5, PTX3, RAC1, TLR4, TNFAIP6, YWHAZ | AOX1, APCS, CD44, CFI, CXCL2, IGF2, IGFBP4, IL10, IL1B, IL6, INS, MBL2, MECOM, NFKB1, ORM1, PXK, S100A12, S100A8, S100A9, TGFB1, TLR7, TNF | A2M, AHSG, AOC3, B4GALT1, C1R, C1S, C2, C3, C4A, C4BPA, C5, C6, C7, C8B, C9, CD14, CFB, CFD, CFH, CLU, F2, FN1, ITIH4, KNG1, LBP, MASP1, SAA1, SERPINA1, SERPINF2, SERPING1, SPP1, TF, THBS1 |
| Defense response (GO:0006952) | ANXA1, AZU1, C1QA, C1QB, C1QC, C4B, C8A, CRP, CTSG, HLA-B, ITGAL, KLKB1, KRT1, LGALS3BP, MASP2, NDST1, PGLYRP2, PRDX1, PRDX5, PTX3, RAC1, TLR4, TNFAIP6, YWHAZ | AOX1, APCS, CD44, CD5L, CFI, COTL1, CXCL2, DEFB4A, IFIH1, IFNG, IGF2, IGFBP4, IL10, IL12A, IL1B, IL4, IL6, INS, MBL2, MECOM, NFKB1, NOS2, ORM1, PXK, S100A12, S100A8, S100A9, TGFB1, TLR7, TNF | A2M, AHSG, AOC3, APOA4, B4GALT1, C1R, C1S, C2, C3, C4A, C4BPA, C5, C6, C7, C8B, C9, CAMP, CD14, CFB, CFD, CFH, CLU, CST3, DMBT1, F2, FN1, HP, ITIH4, KNG1, LALBA, LBP, LTF, MASP1, MPO, PGLYRP1, SAA1, SERPINA1, SERPINF2, SERPING1, SFTPD, SPP1, TF, THBS1 |
| Innate immune response (GO:0045087) | C1QA, C1QB, C1QC, C4B, C8A, KRT1, MASP2, PGLYRP2, PRDX1, TLR4 | CFI, IFIH1, MBL2, NOS2, TGFB1, TLR7 | APOA4, C1R, C1S, C2, C3, C4A, C4BPA, C5, C6, C7, C8B, C9, CFB, CFD, CFH, CLU, DMBT1, LBP, MASP1, PGLYRP1, SERPING1, SFTPD |
| Positive regulation of immune system process (GO:0050778) | C1QA, C1QB, C1QC, C4B, C8A, CRP, KRT1, MASP2, TLR4, TNFSF13 | CD5, CFI, IFNG, IL12A, IL1B, IL2, IL4, IL6, MBL2, NOS2, PNP, TGFB1, TLR7 | ADAM10, B2M, C1R, C1S, C2, C3, C4A, C4BPA, C5, C6, C7, C8B, C9, CFB, CFD, CFH, CLU, HPX, LBP, MASP1, MIA3, PVRL2, SERPING1, TGFB2, THBS1 |
| Protein maturation (GO:0051604) | C1QA, C1QB, C1QC, C4B, C8A, CPE, CRP, FURIN, KLKB1, KRT1, MASP2, SPCS3 | APOH, CASP1, CFI, F11, LONP2, MBL2, NCLN, PTHLH | ATP6AP2, C1R, C1S, C2, C3, C4A, C4BPA, C5, C6, C7, C8B, C9, CALR, CFB, CFD, CFH, CLU, MASP1, SERPING1 |
| Activation of immune response (GO:0002253) | C1QA, C1QB, C1QC, C4B, C8A, CRP, KRT1, MASP2, TLR4 | CFI, MBL2, TLR7 | C1R, C1S, C2, C3, C4A, C4BPA, C5, C6, C7, C8B, C9, CFB, CFD, CFH, CLU, MASP1, SERPING1 |
| Positive regulation of response to stimulus (GO:0048584) | AGT, AZU1, C1QA, C1QB, C1QC, C4B, C8A, CRP, KRT1, MASP2, TLR4 | CFI, EEF1E1, GHRH, IGF2, IL12A, IL1B, IL6, INS, MBL2, OSMR, PDGFB, TGFB1, TLR7, TNF | ADAM10, B2M, C1R, C1S, C2, C3, C4A, C4BPA, C5, C6, C7, C8B, C9, CFB, CFD, CFH, CLU, HPX, LBP, MASP1, PVRL2, SERPING1, TGFB2, THBS1 |
| Response to organic substance (GO:0010033) | ACSL1, ANGPT1, ARSA, ASAH1, C1QB, CDH1, CFL1, ERO1L, HPRT1, HSPA1L, HSPA2, HSPA4, KRAS, KRT19, LEPR, LIFR, SMPD1, TGFBR3, TIMP3, TLR4 | ADAM9, ADCY10, AFP, ALDOC, ANXA5, APCS, BCHE, BRCA2, CASP1, CD44, CFTR, CTSC, CTTNBP2, DGKD, DICER1, ENPP1, EPS8, FAS, GH1, GNRH1, IFNG, IGF2, IGFBP1, IGFBP2, IL10, IL12A, IL1B, IL6, INS, KDM3A, LEP, LONP2, OSMR, OXT, PDGFA, PDGFB, PRKDC, RYR1, SETD2, SLC34A2, SREBF2, TGFB1, TNF, TSHB | A2M, ACTC1, ADAM10, ADIPOQ, AHSG, ALPL, APOB, APOE, B2M, C1S, CD14, CFB, CYR61, DDR1, DNAJC3, FABP3, FBP1, GSN, HMGB2, HSP90AA1, HSP90AB1, HSPA1B, HSPA8, IDH1, LBP, LCAT, MFGE8, NME1-NME2, PEBP1, PLIN2, SDF4, SERPINA1, SERPINF2, SORT1, SPP1, TF, TGFB2, THBS1 |
| Lymphocyte mediated immunity (GO:0002449) | C1QA, C1QB, C1QC, C4B, C8A, CRP, MASP2, PRDX1 | CFI, FAS, MBL2 | C1R, C1S, C2, C3, C4A, C4BPA, C5, C6, C7, C8B, C9, CLU, SERPING1 |
| Hemostasis (GO:0007599) | CD9, KLKB1, LMAN1, PROS1 | ANXA5, APOH, F11, F13B, GNAQ, IL6, PLAT, SERPIND1 | C9, CD36, F2, F9, FGA, FGB, FGG, GPI, KNG1, PLG, PROC, SAA1, SERPINA1, SERPINC1, SERPING1 |
| Adaptive immune response (GO:0002250) | C1QA, C1QB, C1QC, C4B, C8A, CRP, MASP2, TLR4 | CFI, FAS, IL10, IL18BP, IL4, MBL2 | C1R, C1S, C2, C3, C4A, C4BPA, C5, C6, C7, C8B, C9, CLU, SERPING1 |
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| Carbohydrate binding (GO:0030246) | AZU1, CANX, CLEC2D, ENPP2, GALNT1, GALNT3, GALNT5, ITGAM, KRT1, LGALS3, LMAN1, LMAN2, MAMDC2, MAN2A1, MANBA, MLEC, NOMO1, PGLYRP2, PRG3, PTX3, SERPINA5, SOD3, TGFBR3, THBS4, TINAGL1, TNFAIP6 | APCS, APOH, BGN, CD44, ENPP1, ENPP3, F11, FGF1, FGF2, IL2, MBL2, MRC1, PYGL, SERPIND1, TALDO1, ZG16B | ALDOA, APOB, APOE, ATP6AP1, CALR, CD14, CLEC3B, CYR61, FBP1, FGFBP1, FN1, FUCA1, GALM, HRG, IGF2R, KNG1, LAMC2, LPL, MAN2A2, MAN2B1, PGLYRP1, SERPINC1, SFTPD, THBS1, VTN |
| Enzyme inhibitor activity (GO:0004857) | AGT, ANGPTL4, ANXA1, ANXA2, C4B, COL6A3, FURIN, GCHFR, HSPA5, ITIH3, PRDX5, PROS1, SERPINA5, SERPINB3, SERPINB4, TIMP3, YWHAG | A2ML1, ANXA5, APOC3, CABIN1, CD109, CSTB, FETUB, PDE6H, SERPIND1, SPINT1, TIMP2, TRIB3 | A2M, AHSG, AMBP, C3, C4A, C5, CSN2, CST3, DNAJC3, HRG, ITIH1, ITIH2, ITIH4, KNG1, PEBP1, SERPINA1, SERPINA10, SERPINB1, SERPINC1, SERPINF1, SERPINF2, SERPING1 |
| Glycosaminoglycan binding (GO:0005539) | AZU1, ITGAM, MAMDC2, PGLYRP2, SERPINA5, SOD3, TGFBR3, THBS4, TNFAIP6 | APOH, BGN, CD44, F11, FGF1, FGF2, SERPIND1 | APOB, APOE, ATP6AP1, CD14, CYR61, FGFBP1, FN1, HRG, KNG1, LAMC2, LPL, PGLYRP1, SERPINC1, THBS1, VTN |
| Heparin binding (GO:0008201) | AZU1, ITGAM, SERPINA5, SOD3, TGFBR3, THBS4 | APOH, F11, FGF1, FGF2, SERPIND1 | APOB, APOE, ATP6AP1, CYR61, FGFBP1, FN1, HRG, KNG1, LAMC2, LPL, SERPINC1, THBS1, VTN |
| Pattern binding (GO:0001871) | AZU1, ENPP2, ITGAM, MAMDC2, PGLYRP2, PTX3, SERPINA5, SOD3, TGFBR3, THBS4, TINAGL1, TNFAIP6 | APOH, BGN, CD44, ENPP1, ENPP3, F11, FGF1, FGF2, SERPIND1 | APOB, APOE, ATP6AP1, CD14, CYR61, FGFBP1, FN1, HRG, KNG1, LAMC2, LPL, PGLYRP1, SERPINC1, THBS1, VTN |
| Cell surface binding (GO:0043498) | ATP5B, CRP | ANXA5, APOH, MBL2, PDGFA, PDGFB | ADIPOQ, APOA4, FGA, FGB, FGG, LBP, THBS1 |
| Peptidase activity (GO:0008233) | ACE, ACY1, ANPEP, AZU1, CNDP2, CPD, CPE, CPXM1, CPXM2, CTSG, DPP3, ERAP2, FURIN, HPN, KEL, KLKB1, LNPEP, MASP2, MMP2, PDIA3, PEPD, PM20D1, PRCP, PSMA5, PSMA8, SCPEP1, SPCS3, ST14, TINAGL1, TLL1 | ADAM9, ADAMTS7, AGBL3, AQPEP, CASP1, CFI, CTSA, CTSC, CTSF, CTSZ, F11, HTRA1, LGMN, LONP1, LONP2, MMP8, MMP9, PLAT, PRSS1, SPPL2A, USP24, USP28, USP34, ZFYVE9 | ADAM10, C1R, C1S, C2, CFB, CFD, CPB2, CTSB, CTSD, ENO1, ERAP1, F2, F9, HP, LAP3, LTF, MASP1, PLG, PROC, PRSS22, PRTN3, PSMB1, SERPINA1, TPP1 |
| Identical protein binding (GO:0042802) | C1QB, GLA, GPD1L, HPRT1, LMAN1, MYH9, PAK2, PCMT1, PLOD1, PON1, SHBG, TPD52L1 | ACTN4, CASP8AP2, CCDC88A, CENPF, CLIP1, CTSC, DGKD, DVL1, E2F8, ENPP1, FAS, FLT1, GCC2, MYCBP2, MYO18A, NFKB1, NOS2, PDGFA, PDGFB, PYGL, ROCK1, S100B, SHMT1, TARS, TGFB1, TNF, TOP2A, TP63, TTN, WRN, ZNHIT6 | ABCG2, ACTG1, ADAM10, ADIPOQ, ALDOA, AMBP, AOC3, APOA1, APOA4, APOE, ARHGDIA, B4GALT1, FBP1, FLNA, HSP90AA1, LCP1, LDHB, MASP1, NME1-NME2, PDXK, PVRL2, SDF4, SDS, TGFB2, THBS1 |
| Calcium ion binding (GO:0005509) | ANXA1, ANXA2, ARSA, ATP5B, CACHD1, CALM1, CALU, CANT1, CANX, CDH1, CLSTN1, CRP, DCHS1, DSG1, DSG2, EDEM2, EHD4, FAM20C, FAT2, FBLN1, FURIN, GALNT1, GALNT3, GALNT5, GAS6, HSPA5, ITGAL, ITGAM, LMAN2, LTBP1, MAN1A1, MASP2, MMP2, NID1, PCDH1, PCDHB14, PCDHB7, PCDHB8, PCDHGA10, PCDHGA11, PCDHGA2, PCDHGA3, PCDHGA8, PCDHGB3, PCDHGB5, PCDHGB7, PCDHGC3, PROS1, PXDN, SULF2, THBS4, TLL1 | ACTN4, AMY2B, ANO1, ANXA5, APCS, CELSR2, CRTAC1, DSC2, DST, EFHD2, EGF, FAT3, FAT4, HPSE, IDS, ITGA8, ITPR1, ITPR3, ITSN1, LRP1, MACF1, MAN1B1, MBL2, MMP8, MMP9, MRC1, NELL2, NOS2, PKDREJ, PLCB1, PLCB3, PRSS1, PTHLH, RET, RPTN, RYR1, RYR3, S100A12, S100A8, S100A9, S100B, SCUBE3, SLIT1, SPTA1, TRPC5, TTN, UTRN | AOC3, C1R, C1S, CALR, CIB1, CSN2, DAG1, F2, F9, FGG, GSN, HSP90B1, ITIH1, LALBA, LCP1, LPO, LRP2, MASP1, MPO, NUCB1, NUCB2, PDIA4, PLG, PRKCSH, PROC, SDF4, SFTPD, THBS1, TKT |
| Unfolded protein binding (GO:0051082) | CANX, CCT8, DNAJB11, HSPA2, HSPA5, HSPA9, LMAN1, PPIC | APCS, DNAJB9 | CALR, HSP90AA1, HSP90AB1, HSP90B1, HSPA1B, HSPA8, PPIA, PPIB, SIL1 |
| Antioxidant activity (GO:0016209) | GPX3, PRDX1, PRDX4, PRDX5, PXDN, SEP15, SOD3 | N/A | ALB, APOA4, APOE, LPO, MPO, PRDX6 |
| Cholesterol transporter activity (GO:0017127) | N/A | N/A | APOA1, APOA4, APOB, APOE |
| Beta-amyloid binding (GO:0001540) | N/A | BCHE | APOA1, APOE, CST3, TGFB2 |
| Lipid binding (GO:0008289) | ALDH1A1, ANXA1, ANXA2, APOF, PITPNA, PLTP, PON1, RBP1, SHBG | ACBD3, ANXA5, APOC3, APOH, CCDC88A, CIT, DGKD, IL2, ITPR1, ITPR3, NPC2, PPARD, PREX1, PRKD3, PXK, PYGL, ROCK1 | ALB, APOA1, APOA4, APOB, APOE, AZGP1, CD36, FABP3, GC, LBP, LPL, MFGE8, PEBP1, PITPNB, PSAP, PTGDS, SCGB2A2 |
| Lipoprotein receptor binding (GO:0070325) | N/A | APOC3, LRP1 | APOA1, APOB, APOE, HSP90B1 |