2003
DOI: 10.1016/s1047-8477(03)00050-9
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Efficient protein crystallization

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Cited by 71 publications
(48 citation statements)
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“…Robotic systems have the advantage of exceptional sample-record maintenance, most can deploy submicrolitre amounts of mother liquor and they can be used to screen vast matrices of conditions that might otherwise be impossible in a practical sense for a lone investigator. Robotic systems are, in addition, now being used to examine and evaluate the results of crystallization trials using optical subsystems and image-processing techniques (Hosfield et al, 2003;DeLucas et al, 2003;Luft et al, 2003). Evaluation of trial arrays of conditions, however, continues to be problematic because of the continuing difficulty in devising meaningful scoring criteria in the absence of actual crystals.…”
Section: Figurementioning
confidence: 99%
See 1 more Smart Citation
“…Robotic systems have the advantage of exceptional sample-record maintenance, most can deploy submicrolitre amounts of mother liquor and they can be used to screen vast matrices of conditions that might otherwise be impossible in a practical sense for a lone investigator. Robotic systems are, in addition, now being used to examine and evaluate the results of crystallization trials using optical subsystems and image-processing techniques (Hosfield et al, 2003;DeLucas et al, 2003;Luft et al, 2003). Evaluation of trial arrays of conditions, however, continues to be problematic because of the continuing difficulty in devising meaningful scoring criteria in the absence of actual crystals.…”
Section: Figurementioning
confidence: 99%
“…In recent years, robots and other automated instruments, and entire integrated systems, have been developed to accelerate the crystallization process (Bard et al, 2004;DeLucas et al, 2003;Hosfield et al, 2003;Luft et al, 2003). They have the capacity to screen thousands of crystallization conditions, and they do so precisely and reliably, with fewer errors and better record keeping An observation of inadvertent heterogeneous nucleation of protein crystals that is not uncommon is that of crystals growing along the length of a cotton fiber present in the mother liquor.…”
Section: Robotics and Automation Of Crystallization Setups And Their mentioning
confidence: 99%
“…those conditions with B values within the crystallization slot). The approach of using an incomplete factorial (Kendrick et al, 1997) of crystallization conditions and outcomes combined with ANN analysis has previously been reported by DeLucas and coworkers (DeLucas et al, 2003(DeLucas et al, , 2005. The ability to improve or maximize the solubility of purified proteins is beneficial to many different protein research disciplines.…”
Section: Figurementioning
confidence: 99%
“…By combining ANN analysis of an incomplete factorial screen that surveys multiple parameter combinations and concentrations, the total number of screening conditions can be dramatically reduced. The use of an ANN and incomplete factorial screens have proven to be effective in crystallization, although the predicted novel crystallization conditions typically resulted in a large number of false positives (DeLucas et al, 2003(DeLucas et al, , 2005. However, the application of ANN and incomplete factorial solubility screens has proven to be more promising.…”
Section: Figurementioning
confidence: 99%
“…The large amounts of sample required make systematic exploration by conventional techniques infeasible, and screening is typically directed toward an incomplete factorial or sparse-matrix approach, a brute-force process requiring large numbers of experiments (15, 16). There have been numerous attempts to rationalize this procedure, for example, by using computational approaches to predict phase behavior (17,18) or by trying to correlate measurements of osmotic second virial coefficients (19, 20) with crystallization conditions. Practical limitations have thus far prevented these techniques from being generally applicable.…”
mentioning
confidence: 99%