Exploring power building capacity at the ecosystem level: A case study of a justice-oriented organizational network.

Community organizing and base building groups operate as part of a larger ecosystem of organizations, each with complementary capacities necessary to build power and achieve social change. Analytic approaches to assessing power in organizational networks can generate data to inform strategy, identify gaps, and help nurture organizational ecosystems that support communities in building and exercising power. This article uses a network of 43 justice-focused organizations in the Bay Area, California and their 267 reported connections as a case study to assess the feasibility of measuring power building capacities using social network analyses. We evaluated network capacity for different power-building capacities and explored the relationships between organizations' positions in the network and their access to capacity. We found that justice-focused organizations were more likely than their connections to have mature capacity for creating alliances and coalitions and for research/legal strategies, whereas their connections were more likely to report mature capacity for community organizing. Most participants in the network were connected within one degree to an organization that was mature in organizing and base building. These results highlight the potential to assess community power building capacities within networks of organizations to identify ecosystem strengths and weaknesses and opportunities for strategic development.

The paradox of multiplex DNA melting on a surface.

Under equilibrium conditions, there are two regimes of target capture on a surface--target limited and probe limited. In the probe limited regime, the melting curve from multiplex target dissociation from the surface exhibits a single transition due to a reverse displacement mechanism of the low affinity species. The melting curve cannot be used in analytical methods to resolve heteroduplexes; only with the simplex system can proper thermodynamics be obtained.

Statistical analysis of plasma thermograms measured by differential scanning calorimetry.

Melting curves of human plasma measured by differential scanning calorimetry (DSC), known as thermograms, have the potential to markedly impact diagnosis of human diseases. A general statistical methodology is developed to analyze and classify DSC thermograms to analyze and classify thermograms. Analysis of an acquired thermogram involves comparison with a database of empirical reference thermograms from clinically characterized diseases. Two parameters, a distance metric, P, and correlation coefficient, r, are combined to produce a 'similarity metric,' ρ, which can be used to classify unknown thermograms into pre-characterized categories. Simulated thermograms known to lie within or fall outside of the 90% quantile range around a median reference are also analyzed. Results verify the utility of the methods and establish the apparent dynamic range of the metric ρ. Methods are then applied to data obtained from a collection of plasma samples from patients clinically diagnosed with SLE (lupus). High correspondence is found between curve shapes and values of the metric ρ. In a final application, an elementary classification rule is implemented to successfully analyze and classify unlabeled thermograms. These methods constitute a set of powerful yet easy to implement tools for quantitative classification, analysis and interpretation of DSC plasma melting curves.

Origins of the "nucleation" free energy in the hybridization thermodynamics of short duplex DNA.

Thermodynamic parameters deltaH(cal), deltaS(cal), and deltaG(cal) of the melting transitions for 19 short DNA/DNA duplexes ranging in length from 6 to 35 base pairs were systematically evaluated by differential scanning calorimetry melting experiments carried out at four salt concentrations from 85 mM to 1.0 M [Na+]. As expected, thermodynamic stabilities of the DNA duplexes increased with length and increasing [Na+]. From plots of deltaG25 versus duplex length, extrapolation to N = 0 provided estimates on values of deltaG(cal)25 (N = 0) as a function of [Na+], corresponding to the free-energy of the "hypothetical duplex" having zero base pairs, but occupying precisely the same molar volume as the fully base paired duplex. The values obtained for deltaG(cal)25 (N = 0) were 3.68, 5.59, 7.86, and 8.68 kcal/mol in 1.00, 0.60, 0.30, and 0.085 M Na+, respectively. These values are in reasonable agreement with published values of the nucleation or initiation free-energy, attributed to formation of the first base pair in a short duplex compared to formation of the remaining base pairs. A statistical thermodynamic formulation of the association of two strands accounting for displaced solvent was utilized to relate [Na+]-dependent deltaG(cal)25 (N = 0) values to configuration integrals for both single and duplex strands. Relative differences between two single strands in their standard states and the duplex (in its standard state), and solvent displaced during the annealing process was taken into account. This analysis provides a new vantage point to view what has historically been referred to as the helix initiation or nucleation parameter and provides an alternate interpretation and mechanism for the nucleation complex in duplex formation.

Influence of buffer species on the thermodynamics of short DNA duplex melting: sodium phosphate versus sodium cacodylate.

Thermodynamic parameters of the melting transitions of 53 short duplex DNAs were experimentally evaluated by differential scanning calorimetry melting curve analysis. Solvents for the DNA solutions contained approximately 1 M Na+ and either 10 mM cacodylate or phosphate buffer. Thermodynamic parameters obtained in the two solvent environments were compared and quantitatively assessed. Thermodynamic stabilities (deltaG(o) (25 degrees C)) of the duplexes studied ranged from quite stable perfect match duplexes (approximately -30 kcal/mol) to relatively unstable mismatch duplexes (approximately -9 kcal/mol) and ranged in length from 18 to 22 basepairs. A significant difference in stability (average free energy difference of approximately 3 kcal/mol) was found for all duplexes melted in phosphate (greater stability) versus cacodylate buffers. Measured effects of buffer species appear to be relatively unaffected by duplex length or sequence content. The popular sets of published nearest-neighbor (n-n) stability parameters for Watson-Crick (w/c) and single-base mismatches were evaluated from melting studies performed in cacodylate buffer (SantaLucia and Hicks, Annu. Rev. Biophys. Biomol. Struct. 2004, 33, 415). Thus, when using these parameters to make predictions of sequence dependent stability of DNA oligomers in buffers other than cacodylate (e.g., phosphate) one should be mindful that in addition to sodium ion concentration, the type of buffer species also provides a minor but significant contribution to duplex stability. Such considerations could potentially influence results of sequence dependent analysis using published n-n parameters and impact results of thermodynamic calculations. Such calculations and analyses are typically employed in the design and interpretation of DNA multiplex hybridization experiments.

Electrical detection of the temperature induced melting transition of a DNA hairpin covalently attached to gold interdigitated microelectrodes.

The temperature induced melting transition of a self-complementary DNA strand covalently attached at the 5' end to the surface of a gold interdigitated microelectrode (GIME) was monitored in a novel, label-free, manner. The structural state of the hairpin was assessed by measuring four different electronic properties of the GIME (capacitance, impedance, dissipation factor and phase angle) as a function of temperature from 25 degrees C to 80 degrees C. Consistent changes in all four electronic properties of the GIME were observed over this temperature range, and attributed to the transition of the attached single-stranded DNA (ssDNA) from an intramolecular, folded hairpin structure to a melted ssDNA. The melting curve of the self-complementary single strand was also measured in solution using differential scanning calorimetry (DSC) and UV absorbance spectroscopy. Temperature dependent electronic measurements on the surface and absorbance versus temperature values measured in solution experiments were analyzed assuming a two-state process. The model analysis provided estimates of the thermodynamic transition parameters of the hairpin on the surface. Two-state analyses of optical melting data and DSC measurements provided evaluations of the thermodynamic transition parameters of the hairpin in solution. Comparison of surface and solution measurements provided quantitative evaluation of the effect of the surface on the thermodynamics of the melting transition of the DNA hairpin.

DNA multiplex hybridization on microarrays and thermodynamic stability in solution: a direct comparison.

Hybridization intensities of 30 distinct short duplex DNAs measured on spotted microarrays, were directly compared with thermodynamic stabilities measured in solution. DNA sequences were designed to promote formation of perfect match, or hybrid duplexes containing tandem mismatches. Thermodynamic parameters DeltaH degrees , DeltaS degrees and DeltaG degrees of melting transitions in solution were evaluated directly using differential scanning calorimetry. Quantitative comparison with results from 63 multiplex microarray hybridization experiments provided a linear relationship for perfect match and most mismatch duplexes. Examination of outliers suggests that both duplex length and relative position of tandem mismatches could be important factors contributing to observed deviations from linearity. A detailed comparison of measured thermodynamic parameters with those calculated using the nearest-neighbor model was performed. Analysis revealed the nearest-neighbor model generally predicts mismatch duplexes to be less stable than experimentally observed. Results also show the relative stability of a tandem mismatch is highly dependent on the identity of the flanking Watson-Crick (w/c) base pairs. Thus, specifying the stability contribution of a tandem mismatch requires consideration of the sequence identity of at least four base pair units (tandem mismatch and flanking w/c base pairs). These observations underscore the need for rigorous evaluation of thermodynamic parameters describing tandem mismatch stability.

Multiplex SNP discrimination.

Multiplex hybridization reactions of perfectly matched duplexes and duplexes containing a single basepair mismatch (SNPs) were investigated on DNA microarrays. Effects of duplex length, G-C percentage, and relative position of the SNP on duplex hybridization and SNP resolution were determined. Our theoretical model of multiplex hybridization accurately predicts observed results and implicates target concentration as a critical variable in multiplex SNP detection.