Skip to main content

2014 | OriginalPaper | Buchkapitel

12. Searching for Cancer Biomarkers in Human Body Fluids

verfasst von : Ying Xu, Juan Cui, David Puett

Erschienen in: Cancer Bioinformatics

Verlag: Springer New York

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

One of the important lessons learned about cancer survival from the past few decades’ experience in cancer treatment is: early detection is the key. It has now become common knowledge that as a cancer progresses from early to more advanced stages, it gradually changes from a local and relatively simple problem to a very complex health issue involving the body at large. Once a cancer has metastasized, tumors in the new locations tend to grow substantially faster and metastasize further and much more rapidly than the primary counterpart, hence making the disease considerably more difficult to control and treat. The available statistics show that the survival rate of a cancer patient drops substantially when an encapsulated tumor spreads to the neighboring tissue and then to distant locations. For example, the 5-year survival rate drops from 99 to 66 % and then down to 9.4 % when a colorectal cancer is localized, has spread to only the local tissue and then to distant organs, respectively. Similar survival statistics hold for virtually all cancers. It is particularly worth emphasizing that the 5-year survival rates tend to drop to single digits or low tens of percentages for most of the cancers when they have spread to distal organs.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
Zurück zum Zitat Adachi J, Kumar C, Zhang Y et al. (2006) The human urinary proteome contains more than 1500 proteins, including a large proportion of membrane proteins. Genome Biol 7: R80CrossRef Adachi J, Kumar C, Zhang Y et al. (2006) The human urinary proteome contains more than 1500 proteins, including a large proportion of membrane proteins. Genome Biol 7: R80CrossRef
Zurück zum Zitat Anderson NL, Anderson NG (2002) The human plasma proteome: history, character, and diagnostic prospects. Mol Cell Proteomics 1: 845–867CrossRef Anderson NL, Anderson NG (2002) The human plasma proteome: history, character, and diagnostic prospects. Mol Cell Proteomics 1: 845–867CrossRef
Zurück zum Zitat Arroyo JD, Chevillet JR, Kroh EM et al. (2011) Argonaute2 complexes carry a population of circulating microRNAs independent of vesicles in human plasma. Proc Natl Acad Sci U S A 108: 5003–5008CrossRef Arroyo JD, Chevillet JR, Kroh EM et al. (2011) Argonaute2 complexes carry a population of circulating microRNAs independent of vesicles in human plasma. Proc Natl Acad Sci U S A 108: 5003–5008CrossRef
Zurück zum Zitat Bartels CL, Tsongalis GJ (2009) MicroRNAs: novel biomarkers for human cancer. Clin Chem 55: 623–631CrossRef Bartels CL, Tsongalis GJ (2009) MicroRNAs: novel biomarkers for human cancer. Clin Chem 55: 623–631CrossRef
Zurück zum Zitat Bateman A, Birney E, Cerruti L et al. (2002) The Pfam protein families database. Nucleic acids research 30: 276–280CrossRef Bateman A, Birney E, Cerruti L et al. (2002) The Pfam protein families database. Nucleic acids research 30: 276–280CrossRef
Zurück zum Zitat Bendtsen JD, Jensen LJ, Blom N et al. (2004a) Feature-based prediction of non-classical and leaderless protein secretion. Protein Eng Des Sel 17: 349–356CrossRef Bendtsen JD, Jensen LJ, Blom N et al. (2004a) Feature-based prediction of non-classical and leaderless protein secretion. Protein Eng Des Sel 17: 349–356CrossRef
Zurück zum Zitat Bendtsen JD, Nielsen H, von Heijne G et al. (2004b) Improved prediction of signal peptides: SignalP 3.0. J Mol Biol 340: 783–795CrossRef Bendtsen JD, Nielsen H, von Heijne G et al. (2004b) Improved prediction of signal peptides: SignalP 3.0. J Mol Biol 340: 783–795CrossRef
Zurück zum Zitat Bhatt AN, Mathur R, Farooque A et al. (2010) Cancer biomarkers - current perspectives. Indian J Med Res 132: 129–149 Bhatt AN, Mathur R, Farooque A et al. (2010) Cancer biomarkers - current perspectives. Indian J Med Res 132: 129–149
Zurück zum Zitat Brandtzaeg P (1971) Human secretory immunoglobulins. II. Salivary secretions from individuals with selectively excessive or defective synthesis of serum immunoglobulins. Clin Exp Immunol 8: 69–85 Brandtzaeg P (1971) Human secretory immunoglobulins. II. Salivary secretions from individuals with selectively excessive or defective synthesis of serum immunoglobulins. Clin Exp Immunol 8: 69–85
Zurück zum Zitat Chan JM, Stampfer MJ, Ma J et al. (2002) Insulin-like growth factor-I (IGF-I) and IGF binding protein-3 as predictors of advanced-stage prostate cancer. J Natl Cancer Inst 94: 1099-1106CrossRef Chan JM, Stampfer MJ, Ma J et al. (2002) Insulin-like growth factor-I (IGF-I) and IGF binding protein-3 as predictors of advanced-stage prostate cancer. J Natl Cancer Inst 94: 1099-1106CrossRef
Zurück zum Zitat Chen X, Ba Y, Ma L et al. (2008) Characterization of microRNAs in serum: a novel class of biomarkers for diagnosis of cancer and other diseases. Cell Res 18: 997–1006CrossRef Chen X, Ba Y, Ma L et al. (2008) Characterization of microRNAs in serum: a novel class of biomarkers for diagnosis of cancer and other diseases. Cell Res 18: 997–1006CrossRef
Zurück zum Zitat Chen Y, Zhang Y, Yin Y et al. (2005) SPD–a web-based secreted protein database. Nucleic Acids Res 33: D169–173CrossRef Chen Y, Zhang Y, Yin Y et al. (2005) SPD–a web-based secreted protein database. Nucleic Acids Res 33: D169–173CrossRef
Zurück zum Zitat Chiaradonna F, Moresco RM, Airoldi C et al. (2012) From cancer metabolism to new biomarkers and drug targets. Biotechnol Adv 30: 30–51CrossRef Chiaradonna F, Moresco RM, Airoldi C et al. (2012) From cancer metabolism to new biomarkers and drug targets. Biotechnol Adv 30: 30–51CrossRef
Zurück zum Zitat Cho WC (2007) OncomiRs: the discovery and progress of microRNAs in cancers. Mol Cancer 6: 60CrossRef Cho WC (2007) OncomiRs: the discovery and progress of microRNAs in cancers. Mol Cancer 6: 60CrossRef
Zurück zum Zitat Choudhry H, Catto JW (2011) Epigenetic regulation of microRNA expression in cancer. Methods Mol Biol 676: 165–184CrossRef Choudhry H, Catto JW (2011) Epigenetic regulation of microRNA expression in cancer. Methods Mol Biol 676: 165–184CrossRef
Zurück zum Zitat Cui J, Chen Y, Chou WC et al. (2010) An integrated transcriptomic and computational analysis for biomarker identification in gastric cancer. Nucleic Acids Res 39(4):1197–207CrossRef Cui J, Chen Y, Chou WC et al. (2010) An integrated transcriptomic and computational analysis for biomarker identification in gastric cancer. Nucleic Acids Res 39(4):1197–207CrossRef
Zurück zum Zitat Cui J, Liu Q, Puett D et al. (2008) Computational Prediction of Human Proteins That Can Be Secreted into the Bloodstream. Bioinformatics 24(20): 2370–2375CrossRef Cui J, Liu Q, Puett D et al. (2008) Computational Prediction of Human Proteins That Can Be Secreted into the Bloodstream. Bioinformatics 24(20): 2370–2375CrossRef
Zurück zum Zitat Denny P, Hagen FK, Hardt M et al. (2008) The proteomes of human parotid and submandibular/sublingual gland salivas collected as the ductal secretions. J Proteome Res 7: 1994–2006CrossRef Denny P, Hagen FK, Hardt M et al. (2008) The proteomes of human parotid and submandibular/sublingual gland salivas collected as the ductal secretions. J Proteome Res 7: 1994–2006CrossRef
Zurück zum Zitat Di Stasio E, De Cristofaro R (2010) The effect of shear stress on protein conformation: Physical forces operating on biochemical systems: The case of von Willebrand factor. Biophysical chemistry 153: 1–8CrossRef Di Stasio E, De Cristofaro R (2010) The effect of shear stress on protein conformation: Physical forces operating on biochemical systems: The case of von Willebrand factor. Biophysical chemistry 153: 1–8CrossRef
Zurück zum Zitat Etheridge A, Lee I, Hood L et al. (2011) Extracellular microRNA: a new source of biomarkers. Mutat Res 717: 85–90CrossRef Etheridge A, Lee I, Hood L et al. (2011) Extracellular microRNA: a new source of biomarkers. Mutat Res 717: 85–90CrossRef
Zurück zum Zitat Fernandez M, Ahmad S, Sarai A (2010) Proteochemometric recognition of stable kinase inhibition complexes using topological autocorrelation and support vector machines. J Chem Inf Model 50: 1179–1188CrossRef Fernandez M, Ahmad S, Sarai A (2010) Proteochemometric recognition of stable kinase inhibition complexes using topological autocorrelation and support vector machines. J Chem Inf Model 50: 1179–1188CrossRef
Zurück zum Zitat Fuchs A, Kirschner A, Frishman D (2009) Prediction of helix-helix contacts and interacting helices in polytopic membrane proteins using neural networks. Proteins 74: 857–871CrossRef Fuchs A, Kirschner A, Frishman D (2009) Prediction of helix-helix contacts and interacting helices in polytopic membrane proteins using neural networks. Proteins 74: 857–871CrossRef
Zurück zum Zitat Griffiths-Jones S, Grocock RJ, van Dongen S et al. (2006) miRBase: microRNA sequences, targets and gene nomenclature. Nucleic Acids Res 34: D140–144CrossRef Griffiths-Jones S, Grocock RJ, van Dongen S et al. (2006) miRBase: microRNA sequences, targets and gene nomenclature. Nucleic Acids Res 34: D140–144CrossRef
Zurück zum Zitat Hong CS, Cui J, Ni Z et al. (2011) A computational method for prediction of excretory proteins and application to identification of gastric cancer markers in urine. PLoS One 6: e16875CrossRef Hong CS, Cui J, Ni Z et al. (2011) A computational method for prediction of excretory proteins and application to identification of gastric cancer markers in urine. PLoS One 6: e16875CrossRef
Zurück zum Zitat Hu HY, Yan Z, Xu Y et al. (2009) Sequence features associated with microRNA strand selection in humans and flies. BMC Genomics 10: 413CrossRef Hu HY, Yan Z, Xu Y et al. (2009) Sequence features associated with microRNA strand selection in humans and flies. BMC Genomics 10: 413CrossRef
Zurück zum Zitat Jenzano JW, Courts NF, Timko DA et al. (1986) Levels of glandular kallikrein in whole saliva obtained from patients with solid tumors remote from the oral cavity. J Dent Res 65: 67–70CrossRef Jenzano JW, Courts NF, Timko DA et al. (1986) Levels of glandular kallikrein in whole saliva obtained from patients with solid tumors remote from the oral cavity. J Dent Res 65: 67–70CrossRef
Zurück zum Zitat Jones HB (1848) On a new substance occurring in the urine of a patient with mollifies ossium. Philosophical Transactions of the Royal Society 138: 55–62CrossRef Jones HB (1848) On a new substance occurring in the urine of a patient with mollifies ossium. Philosophical Transactions of the Royal Society 138: 55–62CrossRef
Zurück zum Zitat Kosaka N, Iguchi H, Ochiya T (2010) Circulating microRNA in body fluid: a new potential biomarker for cancer diagnosis and prognosis. Cancer Sci 101: 2087–2092CrossRef Kosaka N, Iguchi H, Ochiya T (2010) Circulating microRNA in body fluid: a new potential biomarker for cancer diagnosis and prognosis. Cancer Sci 101: 2087–2092CrossRef
Zurück zum Zitat Kozomara A, Griffiths-Jones S (2011) miRBase: integrating microRNA annotation and deep-sequencing data. Nucleic Acids Res 39: D152–157CrossRef Kozomara A, Griffiths-Jones S (2011) miRBase: integrating microRNA annotation and deep-sequencing data. Nucleic Acids Res 39: D152–157CrossRef
Zurück zum Zitat Kunej T, Godnic I, Ferdin J et al. (2011) Epigenetic regulation of microRNAs in cancer: an integrated review of literature. Mutat Res 717: 77–84CrossRef Kunej T, Godnic I, Ferdin J et al. (2011) Epigenetic regulation of microRNAs in cancer: an integrated review of literature. Mutat Res 717: 77–84CrossRef
Zurück zum Zitat Leidinger P, Backes C, Deutscher S et al. (2013) A blood based 12-miRNA signature of Alzheimer disease patients. Genome Biology 14: R78CrossRef Leidinger P, Backes C, Deutscher S et al. (2013) A blood based 12-miRNA signature of Alzheimer disease patients. Genome Biology 14: R78CrossRef
Zurück zum Zitat Lilja H, Ulmert D, Vickers AJ (2008) Prostate-specific antigen and prostate cancer: prediction, detection and monitoring. Nat Rev Cancer 8: 268–278CrossRef Lilja H, Ulmert D, Vickers AJ (2008) Prostate-specific antigen and prostate cancer: prediction, detection and monitoring. Nat Rev Cancer 8: 268–278CrossRef
Zurück zum Zitat Lo A, Chiu HS, Sung TY et al. (2008) Enhanced membrane protein topology prediction using a hierarchical classification method and a new scoring function. J Proteome Res 7: 487–496CrossRef Lo A, Chiu HS, Sung TY et al. (2008) Enhanced membrane protein topology prediction using a hierarchical classification method and a new scoring function. J Proteome Res 7: 487–496CrossRef
Zurück zum Zitat Lu P, Weaver VM, Werb Z (2012) The extracellular matrix: a dynamic niche in cancer progression. The Journal of cell biology 196: 395–406CrossRef Lu P, Weaver VM, Werb Z (2012) The extracellular matrix: a dynamic niche in cancer progression. The Journal of cell biology 196: 395–406CrossRef
Zurück zum Zitat Mishra NK, Agarwal S, Raghava GP (2010) Prediction of cytochrome P450 isoform responsible for metabolizing a drug molecule. BMC Pharmacol 10: 8CrossRef Mishra NK, Agarwal S, Raghava GP (2010) Prediction of cytochrome P450 isoform responsible for metabolizing a drug molecule. BMC Pharmacol 10: 8CrossRef
Zurück zum Zitat Nixon AB, Pang H, Starr MD et al. (2013) Prognostic and predictive blood-based biomarkers in patients with advanced pancreatic cancer: results from CALGB80303 (Alliance). Clin Cancer Res 19: 6957–6966CrossRef Nixon AB, Pang H, Starr MD et al. (2013) Prognostic and predictive blood-based biomarkers in patients with advanced pancreatic cancer: results from CALGB80303 (Alliance). Clin Cancer Res 19: 6957–6966CrossRef
Zurück zum Zitat Omenn GS, States DJ, Adamski M et al. (2005) Overview of the HUPO Plasma Proteome Project: results from the pilot phase with 35 collaborating laboratories and multiple analytical groups, generating a core dataset of 3020 proteins and a publicly-available database. Proteomics 5: 3226–3245CrossRef Omenn GS, States DJ, Adamski M et al. (2005) Overview of the HUPO Plasma Proteome Project: results from the pilot phase with 35 collaborating laboratories and multiple analytical groups, generating a core dataset of 3020 proteins and a publicly-available database. Proteomics 5: 3226–3245CrossRef
Zurück zum Zitat Pang JX, Ginanni N, Dongre AR et al. (2002) Biomarker discovery in urine by proteomics. J Proteome Res 1: 161–169CrossRef Pang JX, Ginanni N, Dongre AR et al. (2002) Biomarker discovery in urine by proteomics. J Proteome Res 1: 161–169CrossRef
Zurück zum Zitat Pfaffe T, Cooper-White J, Beyerlein P et al. (2011) Diagnostic potential of saliva: current state and future applications. Clin Chem 57: 675–687CrossRef Pfaffe T, Cooper-White J, Beyerlein P et al. (2011) Diagnostic potential of saliva: current state and future applications. Clin Chem 57: 675–687CrossRef
Zurück zum Zitat Platt JC (1999) Fast Training of Support Vector Machines using Sequential Minimal Optimization. In: Advances in kernel methods: support vector learning. MIT Press Cambridge, MA, USA, pp 185 – 208 Platt JC (1999) Fast Training of Support Vector Machines using Sequential Minimal Optimization. In: Advances in kernel methods: support vector learning. MIT Press Cambridge, MA, USA, pp 185 – 208
Zurück zum Zitat S. S. Keerthi, S. K. Shevade, C. Bhattacharyya,K. R. K. Murthy (2001) Improvements to Platt’s SMO Algorithm for SVM Classifier Design Neural Computation 13: 637–649CrossRefMATH S. S. Keerthi, S. K. Shevade, C. Bhattacharyya,K. R. K. Murthy (2001) Improvements to Platt’s SMO Algorithm for SVM Classifier Design Neural Computation 13: 637–649CrossRefMATH
Zurück zum Zitat Sanchez-Cespedes M (2008) The impact of gene expression microarrays in the evaluation of lung carcinoma subtypes and DNA copy number. Arch Pathol Lab Med 132: 1562–1565 Sanchez-Cespedes M (2008) The impact of gene expression microarrays in the evaluation of lung carcinoma subtypes and DNA copy number. Arch Pathol Lab Med 132: 1562–1565
Zurück zum Zitat Scholkopf B, Platt JC, Shawe-Taylor J et al. (2001) Estimating the support of a high-dimensional distribution. Neural Computation 13: 1443–1471CrossRef Scholkopf B, Platt JC, Shawe-Taylor J et al. (2001) Estimating the support of a high-dimensional distribution. Neural Computation 13: 1443–1471CrossRef
Zurück zum Zitat Streckfus C, Bigler L, Tucci M et al. (2000) A preliminary study of CA15-3, c-erbB-2, epidermal growth factor receptor, cathepsin-D, and p53 in saliva among women with breast carcinoma. Cancer Investigation 18: 101–109CrossRef Streckfus C, Bigler L, Tucci M et al. (2000) A preliminary study of CA15-3, c-erbB-2, epidermal growth factor receptor, cathepsin-D, and p53 in saliva among women with breast carcinoma. Cancer Investigation 18: 101–109CrossRef
Zurück zum Zitat Thompson IM, Chi C, Ankerst DP et al. (2006) Effect of finasteride on the sensitivity of PSA for detecting prostate cancer. J Natl Cancer Inst 98: 1128–1133CrossRef Thompson IM, Chi C, Ankerst DP et al. (2006) Effect of finasteride on the sensitivity of PSA for detecting prostate cancer. J Natl Cancer Inst 98: 1128–1133CrossRef
Zurück zum Zitat Turan T, Demir S, Aybek H et al. (2000) Free and total prostate-specific antigen levels in saliva and the comparison with serum levels in men. Eur Urol 38: 550–554CrossRef Turan T, Demir S, Aybek H et al. (2000) Free and total prostate-specific antigen levels in saliva and the comparison with serum levels in men. Eur Urol 38: 550–554CrossRef
Zurück zum Zitat Turchinovich A, Weiz L, Langheinz A et al. (2011) Characterization of extracellular circulating microRNA. Nucleic Acids Res 39: 7223–7233CrossRef Turchinovich A, Weiz L, Langheinz A et al. (2011) Characterization of extracellular circulating microRNA. Nucleic Acids Res 39: 7223–7233CrossRef
Zurück zum Zitat Vlodavsky I, Friedmann Y (2001) Molecular properties and involvement of heparanase in cancer metastasis and angiogenesis. J Clin Invest 108: 341–347CrossRef Vlodavsky I, Friedmann Y (2001) Molecular properties and involvement of heparanase in cancer metastasis and angiogenesis. J Clin Invest 108: 341–347CrossRef
Zurück zum Zitat Vogel C, Marcotte EM (2012) Insights into the regulation of protein abundance from proteomic and transcriptomic analyses. Nat Rev Genet 13: 227–232 Vogel C, Marcotte EM (2012) Insights into the regulation of protein abundance from proteomic and transcriptomic analyses. Nat Rev Genet 13: 227–232
Zurück zum Zitat Wang J, Liang Y, Wang Y et al. (2013) Computational Prediction of Human Salivary Proteins from Blood Circulation and Application to Diagnostic Biomarker Identification. PLoS ONE 8: e80211CrossRef Wang J, Liang Y, Wang Y et al. (2013) Computational Prediction of Human Salivary Proteins from Blood Circulation and Application to Diagnostic Biomarker Identification. PLoS ONE 8: e80211CrossRef
Zurück zum Zitat Weissinger EM, Schiffer E, Hertenstein B et al. (2007) Proteomic patterns predict acute graft-versus-host disease after allogeneic hematopoietic stem cell transplantation. Blood 109: 5511–5519CrossRef Weissinger EM, Schiffer E, Hertenstein B et al. (2007) Proteomic patterns predict acute graft-versus-host disease after allogeneic hematopoietic stem cell transplantation. Blood 109: 5511–5519CrossRef
Zurück zum Zitat Wimberly H, Shee C, Thornton PC et al. (2013) R-loops and nicks initiate DNA breakage and genome instability in non-growing Escherichia coli. Nature communications 4: 2115CrossRef Wimberly H, Shee C, Thornton PC et al. (2013) R-loops and nicks initiate DNA breakage and genome instability in non-growing Escherichia coli. Nature communications 4: 2115CrossRef
Zurück zum Zitat Wong DT (2006) Salivary diagnostics powered by nanotechnologies, proteomics and genomics. J Am Dent Assoc 137: 313–321CrossRef Wong DT (2006) Salivary diagnostics powered by nanotechnologies, proteomics and genomics. J Am Dent Assoc 137: 313–321CrossRef
Zurück zum Zitat Woo Y, Hyung WJ, Obama K et al. (2012) Elevated high-sensitivity C-reactive protein, a marker of advanced stage gastric cancer and postgastrectomy disease recurrence. J Surg Oncol 105: 405–409CrossRef Woo Y, Hyung WJ, Obama K et al. (2012) Elevated high-sensitivity C-reactive protein, a marker of advanced stage gastric cancer and postgastrectomy disease recurrence. J Surg Oncol 105: 405–409CrossRef
Zurück zum Zitat Xu R, Boudreau A, Bissell MJ (2009) Tissue architecture and function: dynamic reciprocity via extra- and intra-cellular matrices. Cancer Metastasis Rev 28: 167–176CrossRef Xu R, Boudreau A, Bissell MJ (2009) Tissue architecture and function: dynamic reciprocity via extra- and intra-cellular matrices. Cancer Metastasis Rev 28: 167–176CrossRef
Zurück zum Zitat Yu L, Guo Y, Zhang Z et al. (2010) SecretP: a new method for predicting mammalian secreted proteins. Peptides 31: 574–578CrossRef Yu L, Guo Y, Zhang Z et al. (2010) SecretP: a new method for predicting mammalian secreted proteins. Peptides 31: 574–578CrossRef
Zurück zum Zitat Zhang H, Uchimura K, Kadomatsu K (2006) Brain keratan sulfate and glial scar formation. Ann N Y Acad Sci 1086: 81–90CrossRef Zhang H, Uchimura K, Kadomatsu K (2006) Brain keratan sulfate and glial scar formation. Ann N Y Acad Sci 1086: 81–90CrossRef
Zurück zum Zitat Zhang Y, Liu D, Chen X et al. (2010) Secreted monocytic miR-150 enhances targeted endothelial cell migration. Mol Cell 39: 133–144CrossRef Zhang Y, Liu D, Chen X et al. (2010) Secreted monocytic miR-150 enhances targeted endothelial cell migration. Mol Cell 39: 133–144CrossRef
Zurück zum Zitat Zhao Y, Srivastava D (2007) A developmental view of microRNA function. Trends Biochem Sci 32: 189–197CrossRef Zhao Y, Srivastava D (2007) A developmental view of microRNA function. Trends Biochem Sci 32: 189–197CrossRef
Zurück zum Zitat Zimmerli LU, Schiffer E, Zurbig P et al. (2008) Urinary proteomic biomarkers in coronary artery disease. Mol Cell Proteomics 7: 290–298CrossRef Zimmerli LU, Schiffer E, Zurbig P et al. (2008) Urinary proteomic biomarkers in coronary artery disease. Mol Cell Proteomics 7: 290–298CrossRef
Metadaten
Titel
Searching for Cancer Biomarkers in Human Body Fluids
verfasst von
Ying Xu
Juan Cui
David Puett
Copyright-Jahr
2014
Verlag
Springer New York
DOI
https://doi.org/10.1007/978-1-4939-1381-7_12