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Class prediction models of thrombocytosis using genetic biomarkers

Gnatenko, Dmitri V; Zhu, Wei; Xu, Xiao; Samuel, Edward T; Monaghan, Melissa; Zarrabi, Mohammad H; Kim, Christi; Dhundale, Anil; Bahou, Wadie F
Criteria for distinguishing among etiologies of thrombocytosis are limited in their capacity to delineate clonal (essential thrombocythemia [ET]) from nonclonal (reactive thrombocytosis [RT]) etiologies. We studied platelet transcript profiles of 126 subjects (48 controls, 38 RT, 40 ET [24 contained the JAK2V(617)F mutation]) to identify transcript subsets that segregated phenotypes. Cross-platform consistency was validated using quantitative real-time polymerase chain reaction (RT-PCR). Class prediction algorithms were developed to assign phenotypic class between the thrombocytosis cohorts, and by JAK2 genotype. Sex differences were rare in normal and ET cohorts (< 1% of genes) but were male-skewed for approximately 3% of RT genes. An 11-biomarker gene subset using the microarray data discriminated among the 3 cohorts with 86.3% accuracy, with 93.6% accuracy in 2-way class prediction (ET vs RT). Subsequent quantitative RT-PCR analysis established that these biomarkers were 87.1% accurate in prospective classification of a new cohort. A 4-biomarker gene subset predicted JAK2 wild-type ET in more than 85% patient samples using either microarray or RT-PCR profiling, with lower predictive capacity in JAK2V(617)F mutant ET patients. These results establish that distinct genetic biomarker subsets can predict thrombocytosis class using routine phlebotomy.
PMCID:2803693
PMID: 19773543
ISSN: 0006-4971
CID: 823212

Protein kinases in chronic lymphocytic leukemia

Samuel, E; Chung, C; Scher, N; Rosenzweig, B; Silber, R
Experiments were performed to characterize the protein kinase activity in blood lymphocytes from patients with chronic lymphocytic leukemia (CLL). Using histone as a substrate, the average specific activity was 397 pmole/min/mg protein. The Km for ATP was 8 muM and for histone 0.3 mg/ml. The addition of optimal concentrations of cyclic adenosine monophosphate (cAMP) (1 muM) or cyclic guanosine monophosphate (cGMP) (10muM) resulted in a 2.2-fold stimulation in activity but had no effect on the Km for ATP or histone. Most of the properties of the CCL protein kinase were similar to those of the normal lymphocyte enzyme. These include the pH response, substrate affinity, as well as rates of phosphorylation and dephosphorylation. The phosphorylation pattern of endogenous proteins was determined using intact lymphocytes incubated with 32P and cell-free homogenates with AT32P. These results indicate that: (1) the cyclicnucleotide-protein kinase interactions are unimpaired in CLL lymphocytes; and (2) a sharply defined cyclic nucleotide concentration response occurs for CLL (as well as normal) lymphocytes, which may explain the reports of variable inhibitory (and stimulatory) effects on mitogenesis by these agents.
PMID: 6244015
ISSN: 0006-4971
CID: 577732