A Population Pharmacodynamic Model for Lactate Dehydrogenase and Neuron Specific Enolase to Predict Tumor Progression in Small Cell Lung Cancer Patients

The development of individualized therapies poses a major challenge in oncology. Significant hurdles to overcome include better disease monitoring and early prediction of clinical outcome. Current clinical practice consists of using Response Evaluation Criteria in Solid Tumors (RECIST) to categorize response to treatment. However, the utility of RECIST is restricted due to limitations on the frequency of measurement and its categorical rather than continuous nature. We propose a population modeling framework that relates circulating biomarkers in plasma, easily obtained from patients, to tumor progression levels assessed by imaging scans (i.e., RECIST categories). We successfully applied this framework to data regarding lactate dehydrogenase (LDH) and neuron specific enolase (NSE) concentrations in patients diagnosed with small cell lung cancer (SCLC). LDH and NSE have been proposed as independent prognostic factors for SCLC. However, their prognostic and predictive value has not been demonstrated in the context of standard clinical practice. Our model incorporates an underlying latent variable (“disease level”) representing (unobserved) tumor size dynamics, which is assumed to drive biomarker production and to be influenced by exposure to treatment; these assumptions are in agreement with the known physiology of SCLC and these biomarkers. Our model predictions of unobserved disease level are strongly correlated with disease progression measured by RECIST criteria. In conclusion, the proposed framework enables prediction of treatment outcome based on circulating biomarkers and therefore can be a powerful tool to help clinicians monitor disease in SCLC.     

A new mutation,S1285F,within the A1 loop of von Willebrand factor induces a conformational change in A1 loop with abnormal binding to platelet GPIb and botrocetin causing type 2M von Willebrand disease

We report the identification of a new mutation in exon 28 of the von Willebrand factor (VWF) gene in two related patients with type 2M von Willebrand disease (VWD). The molecular abnormality changes the Ser 1285 to Phe within the A1 loop of VWF. The S1285F mutation was reproduced by site-directed mutagenesis on the full-length VWF cDNA. The mutated recombinant VWF (rVWF), F1285rVWF, and the hybrid, S/F1285rVWF, were expressed in COS-7 cells. F1285rVWF exhibited a slight decrease of high-molecular-weight multimers and markedly reduced ristocetin- or botrocetin-induced binding of VWF to platelets in association with a decreased binding to botrocetin. The hybrid S/F1285rVWF showed a normal multimeric profile and bound to platelets in a similar way to the patients' plasma VWF, in the presence of ristocetin or botrocetin. Thus, the new S1285F mutation within the A1 loop was responsible for the type 2M VWD observed in these patients, and was involved in the binding of VWF to botrocetin and to platelet glycoprotein Ib (GPIb). Three anti-VWF monoclonal antibodies, with conformational epitopes within the A1 loop but distinct GPIb binding inhibitory properties, showed a different interaction with F1285rVWF. These results indicate that the S1285F substitution alters the folding of the A1 loop and prevents the correct exposure of the VWF binding sites to botrocetin and GPIb.     

Duplication of a methionine within the glycoprotein Ib binding domain of von Willebrand factor detected by denaturing gradient gel electrophoresis in a patient with type IIB von Willebrand disease

von Willebrand disease (vWD) type IIB is characterized by an increased reactivity of von Willebrand factor (vWF) with platelets and a lack of large multimers. Exon 28 of the vWF gene encodes for functional domains involved in the binding of vWF to GPIb, and it is presumed that the defects in type IIB vWD lie within or adjacent to these functional domains. We screened overlapping DNA fragments generated by the polymerase chain reaction (PCR) that spanned the 1,379 bp of exon 28 of a type IIB vWD patient using denaturing gradient gel electrophoresis (DGGE). To increase the power of DGGE to detect base changes, we used the PCR to attach a G + C-rich sequence. In the type IIB patient, a DNA fragment at the 5' end of exon 28 demonstrated homoduplex and heteroduplex complexes after DGGE, a pattern characteristic of heterozygous genes after melting and reannealing during the PCR. Sequencing of the cloned insert from the patient showed a duplication of an ATG in one gene coding for a Met at amino acids 540 to 541 in the mature vWF subunit. This duplication leads to three consecutive methionines in the patient's sequence. The duplicated Met resides within a disulfide bond loop proposed to be important in the function of the GPIb binding domain of vWF. The patient's nephew, who also has type IIB vWD, showed the same duplicated codon, linking the defect to the abnormal phenotype in this family. These nucleotide changes were not found in 100 chromosomes analyzed either by DGGE or hybridization with an allele specific oligonucleotide containing the duplicated ATG codon. In addition, the same oligonucleotide hybridized only to DNA from type IIB vWD individuals and not to DNA from normal members of the family. Therefore, we conclude that this duplicated Met modifies the GPIb binding domain of vWF and causes type IIB vWD in this family.     

Defect of heparin binding in plasma and recombinant von Willebrand factor with type 2 von Willebrand disease mutations.

The aim of our study was to characterise heparin-binding properties of mutated von Willebrand factor (VWF) in 24 patients plasmas with type 2 von Willebrand disease (VWD). and in 15 recombinant VWF (rVWF) with the corresponding mutations. Binding of mutated rVWF or plasma VWF was compared to that of WT-rVWF or normal pool plasma VWF. Four mutations, at positions C509, V551, R552 and R611 lead to significantly decreased binding to heparin in both plasma and rVWF. Interestingly, whereas these four residues are distant in the primary structure of VWF-A1domain, they are close to each other in its three-dimensional structure. Structural analysis suggested how folding problems and destabilisation due to these mutations could induce reorganisation of surface regions involved in heparin binding. In contrast, no heparin-binding defect was found associated with different type 2 VWF mutants, at positions G561, E596, I662, R543, R545, V553, R578 or L697.     

Effect of recombinant von Willebrand factor reproducing type 2B or type 2M mutations on shear-induced platelet aggregation

The aim was to better understand the function of von Willebrand factor (vWF) A1 domain in shear-induced platelet aggregation (SIPA), at low (200) and high shear rate (4000 seconds(-1)) generated by a Couette viscometer. We report on 9 fully multimerized recombinant vWFs (rvWFs) expressing type 2M or type 2B von Willebrand disease (vWD) mutations, characterized respectively by a decreased or increased binding of vWF to GPIb in the presence of ristocetin. We expressed 4 type 2M (-G561A, -E596K, -R611H, and -I662F) and 5 type 2B (rvWF-M540MM, -V551F, -V553M, -R578Q, and -L697V). SIPA was strongly impaired in all type 2M rvWFs at 200 and 4000 seconds(-1). Decreased aggregation was correlated with ristocetin binding to platelets. In contrast, a distinct effect of botrocetin was observed, since type 2M rvWFs (-G561A, -E596K, and -I662F) were able to bind to platelets to the same extent as wild type rvWF (rvWF-WT). Interestingly, SIPA at 200 and 4000 seconds(-1) confirmed the gain-of-function phenotype of the 5 type 2B rvWFs. Our data indicated a consistent increase of SIPA at both low and high shear rates, reaching 95% of total platelets, whereas SIPA did not exceed 40% in the presence of rvWF-WT. Aggregation was completely inhibited by monoclonal antibody 6D1 directed to GPIb, underlining the importance of vWF-GPIb interaction in type 2B rvWF. Impaired SIPA of type 2M rvWF could account for the hemorrhagic syndrome observed in type 2M vWD. Increased SIPA of type 2B rvWF could be responsible for unstable aggregates and explain the fluctuant thrombocytopenia of type 2B vWD. (Blood. 2000;95:3796-3803)     

Influence of mutations and size of multimers in type II von Willebrand disease upon the function of von Willebrand factor

We compared the properties of plasma von Willebrand factor (vWF) from normal individuals and from two patients with type IIA (Glu875Lys) and type IIB (duplication of Met 540) von Willebrand disease (vWD) with the corresponding fully multimerized recombinant proteins. We included cryosupernatant from normal human plasma and type IIA plasma (Cys509Arg). Functions of vWF were analyzed by binding assays to platelets in the presence of ristocetin or botrocetin. Parameters of binding (number of binding sites per vWF subunit, and dissociation constant Kd) were quantitatively estimated from the binding isotherms of 125I-botrocetin or glycocalicin to vWF, independently of the size of the multimers. We found that ristocetin- or botrocetin-induced binding to platelets was correlated in all cases with the size of vWF multimers. In the absence of inducer, only type IIB rvWF Met-Met540 spontaneously bound to platelets. No significant difference of binding of purified botrocetin to vWF was found between normal and patients' plasma, or between wild-type rvWF (rvWF-WT) and rvWF-Lys875. In contrast, affinity of botrocetin for type IIB rvWF Met-Met540 was decreased. Botrocetin-induced binding of glycocalicin to vWF from all plasma and cryosupernatant was similar. Compared with rvWF-WT, binding of glycocalicin to rvWF-Lys875 was normal. In contrast, the affinity for type IIB rvWF Met-Met540 was 10-fold greater. Thus, our data suggest that, in the patients tested, the abnormal IIA phenotype results from the lack of large-sized multimers and is independent of the point mutations. In contrast, the type IIB mutation is directly involved by providing a conformation to the vWF subunits that allows the high molecular weight multimers to spontaneously interact with platelet glycoprotein Ib.