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The following derivation outlines how these data can be interpolated as a function of NP concentration, up to a maximum concentration corresponding to the NP-doped cell line survival data, within the LEM formalism for a given cell line/incident photon energy spectra combination.
The sensitivity of each metabolite was studied by plotting the fold-change at its maximum concentration as compared to the maximum concentration corresponding to the original value of the parameter vs. the ratio-change in the value of the perturbed parameter.
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The weight matrix W we used included the reciprocal of the maximum concentration of the corresponding metabolite in all the time points.
Therefore, we first scaled every concentration value in the data matrix by the maximum concentration of the corresponding metabolite in all the time points and carried out SPCA on that scaled data matrix.
Above this temperature the system becomes amorphous and the conductivity isotherms reveal a maximum for a salt concentration corresponding to O/Li=30 (2.10−4 S/cm at 66°C).
Those species' concentrations were also normalized by their corresponding maximum concentration throughout their time profiles.
There was an optimum surfactant concentration corresponding to maximum foam stability beyond which there was either a reduction or no significant changes in foam stability.
There is an optimal influent inorganic nitrogen concentration corresponding to maximum microalgae productivity, and the optimal value for lower dilution rate is far higher than that for higher dilution rate.
Difference in protein concentration corresponding to maximum EFRET between RAD52 (8 nM) and RAD52Y104pCMF (5 nM) suggests that Y104pCMF substitution could have induced conformational rearrangement of the oligomeric ring.
The maximum concentration of 0.84×109 viable spores/mL corresponding to a yield of 3.36×1010 viable spores/g sucrose was obtained 168 h after inoculation.
As shown in Figure 4, for both IgG and BSA, the turning point of biomolecule concentration corresponding to the maximum effect decreases with the temperature rising.
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