Personal reflections on the nature of intelligence in humans and machines

Computers, the human mind, and social systems have common problems of inadequate memory and insufficient data manipulation speed. In each of these domains, information compression techniques have evolved to reduce storage and processing needs. Among the techniques for information compression, coding of information in procedures stands out as exceptionally powerful. Procedural information coding also gives rise to behavior that may be defined as intelligent. It is found in the human mind, in machines and in social systems. Its use in human thought is aided by language development which promotes regular review of abstract procedures. A practical consequence of better understanding of procedural information coding is the possibility of training people to exhibit greater mental capacity, a controversial possibility. This paper explores the impact of data processing resource limitations, data compression and procedural thinking in men and machines.     

Changes with time in the distribution of virus and PR protein around single local lesions of TMV infected tobacco

Summary ELISA was used to determine PR la protein and TMV accumulation in local necrotic lesions produced on salicylic acid and water sprayed Nicotiana tabacum cv Xanthi-nc leaves. The amount of PR la protein produced is the result of an interaction between the salicylic acid treatment and lesion growth. The implication of these observations for experiments investigating the relationship between PR proteins and resistance are discussed.The distribution of TMV and PR la protein in and around single local necrotic lesions up to 14 days after inoculation was measured by ELISA. The highest concentration of TMV was in the centre of the lesion and decreased rapidly with distance from the centre. In contrast there was very little PR la protein in the centre of the lesion, the largest amounts were just outside the centre, and the concentration then decreased with distance from the centre. This is the distribution that might be expected for a substance closely associated with the restriction of virus spread.     

Primary alkylsulphatase activities of the detergent-degrading bacterium Pseudomonas C12B. Purification and properties of the P1 enzyme.

The P1 primary alkylsulphatase of Pseudomonas C12B was purified 1500-fold to homogeneity by a combination of streptomycin sulphate precipitation of nucleic acids, (NH4)2SO4 fractionation and chromatography on columns of DEAE-cellulose, Sephacryl S-300 and butyl-agarose. The protein was tetrameric with an Mr of 181000-193000, and exhibited maximum activity at pH 6.1. Primary alkyl sulphates of carbon-chain length C1-C5 or above C14 were not substrates, but the intermediate homologues were shown to be substrates, either by direct assay (C6-C9 and C12) or by gel zymography (C10, C11, C13 and C14). Increasing the chain length from C6 to C12 led to diminishing Km. Values of delta G0' for binding substrates to enzyme were dependent linearly on chain length, indicating high dependence on hydrophobic interactions. Vmax./Km values increased with increasing chain length. Inhibition by alk-2-yl sulphates and alkane-sulphonates was competitive and showed a similar dependence on hydrophobic binding. The P1 enzyme was active towards several aryl sulphates, including o-, m- and p-chlorophenyl sulphates, 2,4-dichlorophenyl sulphate, o-, m- and p-methoxyphenyl sulphates, m- and p-hydroxyphenyl sulphates and p-nitrophenyl sulphate, but excluding bis-(p-nitrophenyl) sulphate and the O-sulphate esters of tyrosine, nitrocatechol and phenol. The arylsulphatase activity was weak compared with alkylsulphatase activity, and it was distinguishable from the de-repressible arylsulphatase activity of Pseudomonas C12B reported previously. Comparison of the P1 enzyme with the inducible P2 alkylsulphatase of this organism, and with the Crag herbicide sulphatase of Pseudomonas putida, showed that, although there are certain similarities between any two of the three enzymes, very few properties are common to all three.     

Factors responsible for the formation of different N-alkylated porphyrins in rat liver microsomal systems exposed to norethindrone. The role of 3 alpha-hydroxysteroid dehydrogenase.

Incubation of rat liver microsomes with norethindrone and a NADPH-generating system leads to the formation of one N-alkylated porphyrin (green pigment, GP1). Administration of this steroid to male rats in vivo results in the formation of three more-polar green pigments (GP2, 3 and 4). A cytosolic protein (green-pigment converting protein) has been purified from rat liver that, when added to liver microsomal mixtures containing norethindrone (0.03 mM) and a NADPH-generating system, results in the formation of all four green pigments (GP1, 2, 3 and 4). Field-desorption mass spectrometry of the purified green pigments gave protonated molecules, [M + H]+, at m/z 905 for GP1, m/z 909 for GP2, m/z 925 for GP3 and 4. The Mr of the purified cytosolic protein on SDS/polyacrylamide-gel electrophoresis or gel filtration was 37000. Polyacrylamide-gel isoelectric focusing gave a pI value of 5.9. Antibodies raised in rabbits against this protein, after preincubation with rat liver cytosol, subsequently prevented the formation of the more-polar norethindrone-induced green pigments (GP2, 3 and 4). The purified protein in the presence of either NADH or NADPH catalysed the reduction of delta 4-ring-reduced norethindrone, 5 alpha-oestran-17 alpha-ethynyl-17 beta-ol-3-one and, with the appropriate cofactor, the oxidation and reduction of steroids lacking the ethynyl function, e.g. androsterone or dihydrotestosterone. Indomethacin inhibited the reduction of dihydrotestosterone by this protein with an I50 (concn. causing 50% inhibition) value of 4.9 microM. From its physical and enzymic properties it is concluded that green-pigment converting protein is the same as 3 alpha-hydroxysteroid dehydrogenase (EC 1.1.1.50).     

Characterization of the binding of the anti-sickling compound, BW12C, to haemoglobin.

The anti-sickling agent BW12C [Beddell, Goodford, Kneen, White, Wilkinson & Wootton (1984) Br. J. Pharmacol. 82, 397-407] was designed to left-shift the oxygen saturation curve of haemoglobin (HbA) by preferential binding to the oxy conformation at a single site between the terminal amino groups of the alpha-chains through Schiff's base formation, ionic and hydrophobic interactions. In the present work, Schiff's base linkages formed with [14C]BW12C were reduced with NaBH4 and the alpha- and beta-globin chains separated. Under oxy conditions at a molar ratio of 2:1, the covalently bound BW12C is localized almost exclusively on a single alpha-chain; tryptic digestion confirms the terminal amino group (alpha 1-valine) as the reaction site, in accord with the design hypothesis. However, about half the labelled BW12C is released on tetramer disruption, suggesting the presence of additional non-covalent binding. Under deoxy conditions, alpha- and beta-chains are labelled approximately equally, and at higher molar ratios additional binding in both oxy and deoxy conditions is seen. Isoelectric-focusing studies under oxy conditions show a complex pattern of modified bands for both HbA and HbA1c (blocked beta-terminal amino groups) but no modification for HbA carbamylated at both alpha- and beta-terminal amino groups or at the alpha-chains only, again confirming the alpha-terminal amino region as the main interaction site. Equilibrium dialysis measurements under oxy conditions indicate two strong binding sites with a binding constant of less than 10(-6) M and a number of weaker binding sites. The present data thus confirm that BW12C binds at the intended locus but reveal additional non-covalent binding at an undefined site, and weaker binding through Schiff's base formation with other amino groups.     

The occurrence of polyenoic fatty acids with greater than 22 carbon atoms in mammalian spermatozoa.

Fatty acids with carbon chain lengths greater than 22 (VLCFA) have been detected in boar, ram, bull and human spermatozoa. Saturated and mono-unsaturated fatty acids were present in all spermatozoa but, except for human spermatozoa, polyenoic fatty acids were quantitatively the most important components. Marked differences in polyenoic fatty acid composition were observed. Whereas human spermatozoa contain predominantly di-, tri- and tetraenoic fatty acids with up to 32 carbon atoms, boar, ram and bull spermatozoa also contain pentaenoic and/or hexaenoic acids with up to 34 carbon atoms. Human and boar spermatozoa differ markedly from those of the ram and bull in that only n-6 series acids are present.     

Riboflavin-binding protein. Concentration and fractional saturation in chicken eggs as a function of dietary riboflavin.

In female rats with porphyria induced by hexachlorobenzene, the amounts of non-haem iron and porphyrins in liver mitochondrial fractions were increased almost 3-fold and greater than 500-fold respectively compared with that of untreated animals. A considerable fraction of both iron and porphyrins in this fraction was shown to be located in lysosomes. Thus mitochondrial preparations, which were further depleted of lysosomes by Percoll-density-gradient centrifugation, contained 2.78 +/- 0.75 and 2.99 +/- 0.49 nmol of non-haem iron/mg of protein when isolated from the liver of control rats and hexachlorobenzene-treated rats respectively. Mitochondria isolated from the liver of hexachlorobenzene-treated animals contained a pool of iron (about 1 nmol/mg of protein) that was available for haem synthesis in vitro. This pool is similar to that previously reported for mitochondria isolated from the liver of rats with normal haem synthesis. Hexachlorobenzene treatment, therefore, does not affect the iron status of the mitochondria.     

Comparison of fatty acid content and DNA homology of the filamentous gliding bacteriaVitreoscilla,Flexibacter, Filibacter

DNA hybridization experiments showed that there was a high degree of homology amongVitreoscilla strains but not with DNA fromFilibacter limicola. Flexibacter spp were much more heterogeneous indicating a low genetic similarity. These results were also reflected in the membrane fatty acids of the bacteria. TheVitreoscilla strains were very similar with the 16:17c fatty acid being dominant. The membrane fatty acids ofF. limicola were dominated by a15:0 and a17:0 components which provided additional support for its relatedness to the genusBacillus. There was much greater diversity in the fatty acid patterns of theFlexibacter spp.F. aurantiacus, F. ruber andF. elegans shared the common dominant fatty acids 16:17c with theVitreoscilla strains, but this was replaced by the 16:16c acid inF. flexilis. F. ruber was distinguished by the absence of branched odd-chain monounsaturated fatty acids andF. elegans by the dominance of the -OH i15:0 acid. Precise determination of fatty acid double bond positions and geometry are essential for correct interpretation of increasingly complex ecological and taxonomic data sets.