Molecular & Cellular Proteomics · 2010 · 127 citations · 38 references
Life SciencesBiochemistryNeuroscienceMass Spectrometric AnalysisProtein BiochemistryProteomicsCerebrospinal Fluid BiomarkersLabel-free QuantificationMass Spectrometry-based ProteomicsPeptide AnalysisProtein QuantificationQuantitative ProteomicsConcentrationMass Spectrometry-based Protein IdentificationOrbitrap Mass AnalyzersOrbitrap Mass SpectrometryProtein Analysis In Body FluidsProtein Content DeterminationProtein Mass SpectrometryProteomic Identification
Cerebrospinal fluid (CSF) is the biological fluid in closest contact with the brain and thus contains proteins of neural cell origin. Hence, CSF is a biochemical window into the brain and is particularly attractive for the search for biomarkers of neurological diseases. However, as in the case of other biological fluids, one of the main analytical challenges in proteomic characterization of the CSF is the very wide concentration range of proteins, largely exceeding the dynamic range of current analytical approaches. Here, we used the combinatorial peptide ligand library technology (ProteoMiner) to reduce the dynamic range of protein concentration in CSF and unmask previously undetected proteins by nano-LC-MS/MS analysis on an LTQ-Orbitrap mass spectrometer. This method was first applied on a large pool of CSF from different sources with the aim to better characterize the protein content of this fluid, especially for the low abundance components. We were able to identify 1212 proteins in CSF, and among these, 745 were only detected after peptide library treatment. However, additional difficulties for clinical studies of CSF are the low protein concentration of this fluid and the low volumes typically obtained after lumbar puncture, precluding the conventional use of ProteoMiner with large volume columns for of method thus to with low volume We the is with this and the dynamic range of protein concentration is with of to an of of the of proteins in one a analytical we the method is and for of of in Cerebrospinal fluid (CSF) is the biological fluid in closest contact with the brain and thus contains proteins of neural cell origin. Hence, CSF is a biochemical window into the brain and is particularly attractive for the search for biomarkers of neurological diseases. However, as in the case of other biological fluids, one of the main analytical challenges in proteomic characterization of the CSF is the very wide concentration range of proteins, largely exceeding the dynamic range of current analytical approaches. Here, we used the combinatorial peptide ligand library technology (ProteoMiner) to reduce the dynamic range of protein concentration in CSF and unmask previously undetected proteins by nano-LC-MS/MS analysis on an LTQ-Orbitrap mass spectrometer. This method was first applied on a large pool of CSF from different sources with the aim to better characterize the protein content of this fluid, especially for the low abundance components. We were able to identify 1212 proteins in CSF, and among these, 745 were only detected after peptide library treatment. However, additional difficulties for clinical studies of CSF are the low protein concentration of this fluid and the low volumes typically obtained after lumbar puncture, precluding the conventional use of ProteoMiner with large volume columns for of method thus to with low volume We the is with this and the dynamic range of protein concentration is with of to an of of the of proteins in one a analytical we the method is and for of of in of biological a a in clinical this are a particularly is with in the the of a fluid in to a the of a from a fluid used abundance and and used abundance and and is in closest contact with the a of biomarkers for neurological diseases. of CSF lumbar is an is and a brain fluid fluid protein abundance and and proteins fluid fluid protein abundance and and proteins CSF of the brain of biological for of the and of and analysis in current and of fluid challenges in and the of the the large the the and CSF is in the a in the of a of a of and on the the the of from the cell into the CSF and is as the CSF a on of a in the CSF and thus a for the brain of concentration of CSF by the protein content of the CSF in the from proteins, the by a on analysis in current and of fluid to and to in neurological of the of this the protein concentration in CSF is in CSF proteins, on the other are to and by the of the as of the for and protein in a of the CSF is by the from the fluid the of the This is with the the as CSF into the and the of the the in in into the by the cell brain and proteins from the brain to of the CSF protein content of proteins in is a of from to and CSF is a biochemical window into the brain and an of neurological analysis in CSF the to to a clinical a protein and on to protein as of a analysis in current and a of the proteins in CSF and the dynamic range of protein of the protein of CSF protein and the detected proteins in in the This very large dynamic range as for other fluids, a analytical and largely studies CSF proteomic first 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peptide to contains a ligand and protein in the with one a among the wide of ligand from the the protein the are in the protein are on This applied to a very large of previously undetected proteins in of as the ligand library analysis of peptide library and the ligand and we used for the characterization of the cell analysis of the of the peptide ligand library technology and mass a large pool of CSF from different this with and nano-LC-MS/MS the of a proteins in we for use in clinical as the of among and the on low CSF volumes typically obtained from lumbar We the is and and a of the of proteins in the peptide thus an for the and of large of CSF the use of one of the first clinical the for CSF a for the and of brain diseases. combinatorial peptide library and are from was as a the is and was a of the were from was from and were from other were from and were of analytical and analytical columns were from and for and were from CSF used in this was a pool obtained from in different were from the of the and was the with and were from the was by the and the the the large CSF on ligand of CSF were from a pool of of the a lumbar in the of of a neurological by and CSF of obtained from were of from an of CSF and a was to CSF lumbar of the obtained in this were and large volumes were obtained for an CSF for from and from the CSF after biochemical the on low volumes of pool of CSF was used from from and by lumbar for a neurological by and CSF volume of in this was we the of in We the of an proteomic content to with as as as as and were were with the of the and were after clinical of CSF protein was with of and was for to a protein and CSF proteins were in of and on a in of a of was in a of the with columns in were with of the of the the was to of proteins to and a of and were and of was and protein were for were for protein of protein obtained from and from for and and and from for and and of from the library columns as as of the CSF and of the were in and for on a were by was into were in for by a in for and of were by the in for by for in the additional of in and was were by with of in were from the by a first in for and in for were with the in a and with of were by nano-LC-MS/MS an to an LTQ-Orbitrap mass of were on a in of the was on with the analytical in and were a of a LTQ-Orbitrap was in with the were in the on the range with the to a of were for and the were in the was used to of the were with proteins and from different and This was in for protein of the was on a of ProteoMiner and with for were with the was to with of of of were on a for and the the of the and proteins were into one were and in one nano-LC-MS/MS as the proteins after peptide library the of peptide from proteins was from the of nano-LC-MS/MS the were in the the and were for CSF of was into were to of ProteoMiner in were for and the were by and with proteins by the were by of of for and were on a for and the protein was into a were and in one nano-LC-MS/MS as an of CSF was and 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on and with a the were for peptide were by and only in of the to was in the of the other a as the peptide are by in the are to the of of peptide in a the as the of and in a for peptide were by in only of the this used to in the other by a of peptide was on the peptide as the of the from peptide of different and protein as the of the of the to the were from an of the after a to the of to and for and for was and the was obtained by the to this were by protein by the of the were the of of peptide was the different after of the for was on the of the by the in the of different proteins to the abundance of one protein in different a protein abundance was as the of for for this protein the the different are as and used to the protein abundance of this protein in the of proteins in nano-LC-MS/MS was with the use of previously and with peptide were used to in a was thus from the was to and the of This was first on of the first from the from of CSF and a was from an analysis of this into this the were by nano-LC-MS/MS as the and peptide were in and this was used to proteins in nano-LC-MS/MS analysis of of CSF from was in the to the of the and proteins detected in of from CSF on volumes of This was by analysis of a CSF on of and into the of ProteoMiner on CSF, an was an previously for other biological the ligand analysis of the of the peptide ligand library technology and mass was on a of columns different peptide ligand one of an of by combinatorial and the other one the in the to a use of this library to for different in the with the and for the of proteins the ligand analysis of the of the peptide ligand library technology and mass to the of protein by combinatorial a of is typically used to the a volume of of ligand was used in as in a large of to to proteins and a of low abundance large protein are this This was in the case of CSF by from different sources to a of of CSF proteins were by with and were by as were the CSF and the from the columns from in a very of is in the different were obtained for the a large of the and the of protein This was by analysis of the the of CSF a low of protein as as and of a of protein in the from of on peptide ligand and nano-LC-MS/MS large pool of CSF was with of from the and and columns were with and analysis of CSF, and by of protein by nano-LC-MS/MS in is the of of protein by analysis CSF and the from and the from the and the from the of protein in the of CSF the first from the and the abundance as the for the of the in the of of the to the and to the CSF were into with and by nano-LC-MS/MS on an LTQ-Orbitrap mass spectrometer. by were to a the protein and of protein were the for the of protein for the and for the is a of the peptide library as the of in the protein in the from the is by with the protein in the analysis of the from the a of protein in CSF after ProteoMiner treatment. of the proteins in CSF were in the 745 proteins of the protein after ProteoMiner were in peptide ligand with a of the However, the analysis of the from the of additional protein to proteins in CSF peptide CSF as as a proteins in this CSF and 1212 protein are in of the with the peptide the of proteins by we the obtained on of CSF with obtained on of the from the library a of CSF was to the treatment. the peptide ligand library the is the low abundance proteins are a of the by is by the of the a of the a in the of proteins analysis of the of the peptide ligand library technology and mass as in of the proteins a of the proteins by the peptide ligand in a of protein dynamic range and a better of the detected by This is particularly for the in the as this protein is largely in the of the ProteoMiner proteins are in and largely for the of proteins after the and of the proteins by the we the of protein in the to the of a of proteins of neural with the is in are by abundance by of and only after ProteoMiner are in protein to the was in this the are low abundance proteins, and of are in very as of and This is for the case for and proteins of the to in brain and in brain and brain the of CSF with the peptide is able to unmask from brain biomarkers and use for clinical studies on with protein protein cell and protein and protein and and protein in a the very of this is to the concentration of the proteins in the use for proteomic studies on CSF to We previously cell with of a protein and in on peptide library We a of the of the protein and a of the with of this protein analysis of the of the peptide ligand library technology and mass We of a protein in different was after the as as the protein the abundance proteins to the to a of with an additional proteins, after treatment. this and of concentration we a on a of proteins very in to the of were in on ProteoMiner the of the of from proteins as a of the concentration of the protein in the we obtained a a wide range of and only and to the of the protein on the ligand of proteins after the a concentration range of with a of for the of the peptide library on a a able to the of detected was We previously the was to and protein from and the proteins as with in cell and a to and by and mass to the of proteins from a dynamic of proteins to in of this from and the and to peptide from to the of in the the case of only one of the peptide is by the the of and in the as the are to in the the was a was used to the for the in to the peptide detected in different the of the and the of the were on CSF CSF from the and proteins were this the were and the protein was and in one in the of the on the mass was to of a of for typically of the protein was by the with a protein to the of and to the of proteins and in CSF was in CSF the with the combinatorial ligand library is the is in only one in the of in the the of proteins in CSF, this is in the to a of of the of to in to from the analysis of peptide and in the used in on of is by and by from in a and of this is only by in one of the the peptide library an of the of proteins in CSF, this in a analysis of of the peptide this we a on an of previously with and of CSF on a and analysis of a peptide to protein was of for the peptide of the was in analytical of the of the dynamic range of the of the from this in the However, an the largely and the of proteins in of the were obtained with CSF in to proteins in one the in the an for of proteins in CSF to an and characterization of the CSF was by a large volume of biological fluid on peptide columns a very large of the peptide ligand were as as of on a to a better analytical of the an applied for clinical lumbar typically only of CSF, and of the very low protein concentration in this fluid, this to of the volume to only a to a of the aim of the is to in a large of CSF very to we the to with a clinical CSF was from lumbar and were in by on volumes of was by the in peptide ligand for of different were on a for and the protein was in one the were in one low volumes of the and the of the to the for and in analytical to CSF CSF a volume of peptide library the of for is and proteins are in CSF in better are obtained with a with a volume of the of protein by and with this is and the of proteins in analysis of CSF the of the of the proteins in was the abundance of protein in the we a as the of for the of the of the ProteoMiner the of protein and by the was and the were of proteins were by in for of in the for in the for the proteins after were the of the of for peptide was and a low of the the of proteins, we applied the on an This was by nano-LC-MS/MS analysis of one from CSF on of by into a peptide to protein this proteins with the for the and proteins for the and of for the on this of proteins were only and for the and the on abundance the is and and proteins in analytical by this on low CSF this we to the of combinatorial peptide for proteomic characterization of CSF and use for clinical studies by the first an was on a large pool of CSF with columns and of and with different was by and aim of this was to the of proteins detected in CSF by the use of the of to the of different and the of the proteins from the columns to the analytical of the this we identify protein in the from the protein in was a of peptide library for the of the dynamic range of the protein by the abundance proteins the low abundance This was particularly in the in proteins were in the in the as this protein of the protein is largely of the of low abundance in CSF as in other as the of proteins in the was in of the the of was on the protein This was from the of the CSF and the from the previously for other the ligand library the ligand analysis of the of the peptide ligand library technology and mass a proteins detected in the were in the proteins in the case of to proteins a ligand to a this the of the ligand was with 745 this the of 1212 protein in CSF, an characterization of this fluid by of CSF proteins in the and analysis on mass analysis of the fluid and the of protein by CSF a of fluid proteins by and mass the of CSF studies in a of protein and peptide and and mass and of biomarkers with a proteomic in fluid of with of fluid from with of in fluid with a proteomic proteomic analysis of in of of and the of analytical to a of protein and the the protein protein analysis of the fluid and protein of fluid proteins by and mass protein a of with protein in and a of protein in However, a of proteins in the other the case of the protein in the were of to the with peptide for the in protein to the analytical used to the CSF of the and of the CSF of the are and different to of this the of as combinatorial peptide ligand in the of different low abundance the other the of CSF is dynamic and to of the volume of CSF and CSF the of proteins in CSF is on and from the of a this is a of proteins with CSF of fluid to and to in neurological in fluid and CSF and the CSF is as the main protein concentration in the fluid, and a is for to the of CSF protein in neurological Cerebrospinal fluid and of CSF with and of the thus largely the of proteins in the and largely for the of CSF an to the of the CSF from analysis of the fluid and the of proteins in with the of and the was as only of the proteins in CSF were in the we the of with we a the of proteins in CSF was used of the proteins in the the different of the pool of CSF from in However, the was with the obtained from analysis of CSF, only of the proteins were with the of the CSF from of fluid proteins by and mass with the as from a very large of the CSF is by from from the other is only of the protein content of CSF is analysis in current and of proteins in CSF a However, this to protein the different studies the of the CSF only in of protein a of the CSF we the proteins in by for peptide and for protein a as the for of proteins by a of the of the proteins the CSF and the of the a to is the abundance of proteins in CSF, the peptide library technology used was to an to low abundance brain detected treatment. in CSF from neurological the of proteins to different cell the brain and to different to in diseases. among the proteins in in were only after CSF treatment. This is the case for and and a in and cell to for of proteins of brain as as to in and of are in and in a and in the and the and protein only in CSF, to in and and in brain and brain of proteins in brain were detected after peptide library as and the protein are in the CSF brain cell and are used to brain as of fluid proteins as for to the of in of brain of biomarkers of brain and in clinical of in of and of the of a of brain of other proteins as the a window on the in of of the neural the brain neural in and neural in a protein in a of the and is by and the a of the to are of the of were detected in CSF, as of the a in and by and and thus a in as of in of the of the one of the proteins a in as as different of the and is in the of in the of in and other in were as the and is for the of neurological in and neurological the peptide ligand to a to the CSF use for clinical studies was to and of the method were to to use for obtained by after the of from of proteins in with ProteoMiner were a wide range of to to the and was for abundance We for proteins a to the of proteins to This is in with analysis of the of the peptide ligand library technology and mass and with a in of peptide library were by ligand an for clinical protein by the ligand library the of mass concentration of and for a peptide the of a protein to a ligand to the concentration of the as a of of this peptide ligand are the of the the protein to the This was for of the proteins However, was the of the one protein only with one peptide ligand with with different and protein for a ligand to a protein to with a is of proteins with an of the to of the technology was on the of proteins detected by analysis the of the were with a to clinical CSF to the of CSF proteins and to the low volumes of fluid after lumbar puncture, the protein in is the on very low volumes of use of volumes of peptide ligand an is to the of a large of the peptide library on the and the of the the library is a pool of a and of the of the the volume of to a of the to a and very volumes of are of the the of peptide is the of library and in the of for is We this on the of the treatment. volume CSF were with very low volumes of the of proteins detected by nano-LC-MS/MS was by the analysis was in one a better was obtained in the of on the of and proteins in the of the protein were with in of on were a to the of the This by the the of the is with combinatorial in of from other one is by an is by very for a was of for the of proteins from a of combinatorial peptide in the of of to with obtained with for the of is with the of is to into a volume of to of to the of the This the of the obtained on CSF and of the the of the better the of the to with the a better is obtained with of with of a analytical method the of a large of proteins, with a and the analysis of a large of to However, a to of a a to identify a of by an to large of in a is a to this only to the of a of low mass of proteins on mass used to identify biomarkers in CSF with in the CSF of with proteins in the fluid of with very is on the of the large of of and and the by the an the protein is in one the of CSF on a peptide ligand library was to particularly to the dynamic range of the protein and the of detected and proteins the the was to an to proteins in the use of an previously from the analysis of of the by protein and in nano-LC-MS/MS of CSF on low volumes of the analytical of the was as large as in the first large a of 1212 However, was obtained with an analytical by a and the analysis was and to the of proteins detected this contains from brain the brain and and and in the of the analytical the ProteoMiner and the method in of the CSF with a proteins in analytical and with of typically for thus a for clinical studies on with
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Absolute Quantification of Proteins by LCMSE
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