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Inferences drawn from personal data have arguably become more dangerous to individual privacy than the vast collection and storage of the data itself. Recently there have been questions raised about whether the General Data Protection Regulation (GDPR) has sufficient protection for these inferences. Probably not surprisingly, and learning from this possible shortcoming, the California Consumer Privacy Act (CCPA) specifically includes ‘inferences drawn’ as part of its definition of personal information. This article explores the widespread use of inferential data and compares the protection provided under the GDPR and the CCPA for such inferences.

Using wheat germ acid phosphatase and sodium orthovanadate as a competitive inhibitor, a novel method for analyzing reversible inhibition was carried out. Our alternative approach involves plotting the initial velocity at which product is formed as a function of the ratio of substrate concentration to inhibitor concentration at a constant enzyme concentration and constant assay conditions. The concept of initial concentrations driving equilibrium leads to the chosen axes. Three apparent constants can be derived from this plot: Kmax, Kmin, and Kinflect. Kmax and Kmin represent the substrate to inhibitor concentration ratio for complete inhibition and minimal inhibition, respectively. Kinflect represents the substrate to inhibitor concentration ratio at which the enzyme-substrate complex is equal to the inhibitory complex. These constants can be interpolated from the graph or calculated using the first and second derivative of the plot. We conclude that a steeper slope and a shift of the line to the right (increased x-axis values) would indicate a better inhibitor. Since initial velocity is not a linear function of the substrate/inhibitor ratio, this means that inhibition changes more quickly with the change in the [S]/ [I] ratio. When preincubating the enzyme with substrate before the addition of inhibitor, preincubating the enzyme with inhibitor before the addition of substrate or with concurrent addition of both substrate and inhibitor, modest changes in the slopes and y-intercepts were obtained. This plot appears useful for known competitive and non-competitive inhibitors and may have general applicability.