title: Platelet proteomics in diagnostic differentiation of primary immune thrombocytopenia using SELDI-TOF-MS.
abstract: BACKGROUND
  Primary immune thrombocytopenic purpura (pITP) is defined as isolated autoimmune thrombocytopenia with idiopathic low platelet count, normal bone marrow, and unexplained causes of thrombocytopenia. Currently there is no definite criterion for ITP diagnosis.
  
  
  METHODS
  We conducted proteomic screen of patients with pITP, secondary immune thrombocytopenia (sITP), and healthy controls using surface-enhanced laser desorption/ionization time-of-flight mass spectrometry (SELDI-TOF-MS). The proteomic profiles were obtained from platelet lysate samples of 82 healthy adult controls, 64 pITP, and 70 sITP patients, from which we screened marker proteins with significant differences, and constructed a diagnosis model using the artificial neural network (ANN) technique.
  
  
  RESULTS
  We identified 6 marker proteins in the platelet lysates of pITP patients. This diagnosis method differentiated pITP patients from sITP effectively with a sensitivity of 96.9% (31/32), a specificity of 71.0% (54/76), and the area under the ROC curve of 0.864 in the training set, and a sensitivity of 87.5% (28/32), a specificity of 69.7% (53/76), and a positive predictive value of 75.0% (81/108) in the test set.
  
  
  CONCLUSIONS
  The artificial neural network model based on platelet protein profiling established a potential pITP diagnosis platform.
authors.affiliation: Department of Blood Transfusion, the Affiliated Hospital of Luzhou Medical College, Luzhou, Sichuan, China.
authors.forename: Hong-Wei
authors.initials: HW
authors.lastname: Zhang
authors.affiliation: Department of Clinical Laboratory, the Affiliated Hospital of Luzhou Medical College, Luzhou, Sichuan, China.
authors.forename: Pan
authors.initials: P
authors.lastname: Zhou
authors.affiliation: Department of Clinical Laboratory, the Affiliated Hospital of Luzhou Medical College, Luzhou, Sichuan, China.
authors.forename: Kai-Zheng
authors.initials: KZ
authors.lastname: Wang
authors.affiliation: Department of Clinical Laboratory, the Affiliated Hospital of Luzhou Medical College, Luzhou, Sichuan, China.
authors.forename: Jin-Bo
authors.initials: JB
authors.lastname: Liu
authors.affiliation: Department of Blood Transfusion, the Affiliated Hospital of Luzhou Medical College, Luzhou, Sichuan, China. Electronic address: hys@live.cn.
authors.forename: Yuan-Shuai
authors.initials: YS
authors.lastname: Huang
authors.affiliation: Department of Blood Transfusion, the Affiliated Hospital of Luzhou Medical College, Luzhou, Sichuan, China.
authors.forename: Ye-Tao
authors.initials: YT
authors.lastname: Tu
authors.affiliation: Department of Clinical Laboratory, the Affiliated Hospital of Luzhou Medical College, Luzhou, Sichuan, China.
authors.forename: Zheng-Hua
authors.initials: ZH
authors.lastname: Deng
authors.affiliation: Department of Clinical Laboratory, the Affiliated Hospital of Luzhou Medical College, Luzhou, Sichuan, China.
authors.forename: Xi-Dan
authors.initials: XD
authors.lastname: Zhu
authors.affiliation: Department of Clinical Laboratory, the Affiliated Hospital of Luzhou Medical College, Luzhou, Sichuan, China.
authors.forename: Yong-Lun
authors.initials: YL
authors.lastname: Hang
mesh_terms: D000328:Adult; D015415:Biomarkers / Q000097:blood; D001792:Blood Platelets / Q000378:metabolism*; D005260:Female; D006801:Humans; D008297:Male; D008875:Middle Aged; D040901:Proteomics; D016553:Purpura, Thrombocytopenic, Idiopathic / Q000097:blood* / Q000175:diagnosis; D019032:Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization
chemical_list: D015415:Biomarkers
keywords: Artificial neural network; Immune thrombocytopenia; Platelet; Proteomics; SELDI-TOF-MS