Although chemical and biological monitoring is often used to evaluate the quality of surface waters for regulatory purposes and/or to evaluate environmental status and trends, the resulting biological and chemical data sets are large and difficult to evaluate. Multivariate techniques have long been used to analyse complex data sets. This paper discusses the methods currently in use and introduces the principal response curves method, which overcomes the problem of cluttered graphical results representation that is a great drawback of most conventional methods. To illustrate this, two example data sets are analysed using two ordination techniques, principal component analysis and principal response curves. Whereas PCA results in a difficult-to-interpret diagram, principal response curves related methods are able to show changes in community composition in a diagram that is easy to read. The principal response curves method is used to show trends over time with an internal reference (overall mean or reference year) or external reference (e.g. preferred water quality or reference site). Advantages and disadvantages of both methods are discussed and illustrated.
Recently we published a hypothesis on the immunological events occurring during tumor rejection. One of the implications of this hypothesis is that specific macrophage-arming factor (SMAF) is produced early during the initiation of the immune response, whereas the "classical" cell-mediated immune response components, such as cytotoxic T lymphocytes (CTL), are produced later, that is, during the amplifier-effector phase. In this paper we establish the kinetics of the induction of (a) lymphocytes producing SMAF and (b) CTL. Groups of DBA/2 mice were injected i.p. once, twice or three times with irradiated and/or non-irradiated syngeneic SL2 tumor cells, the injections being given at intervals of 10 days. After each of these injections the production of SMAF and the expression of CTL activity were established. The results showed that in the peritoneal cavity SMAF-producing lymphocytes appeared earlier than cytotoxic lymphocytes (CTL). In addition, it was shown (a) that SMAF does not interfere with the in vitro cytotoxicity expressed by CTL and (b) that in addition to CTL memory cells, SMAF-producing memory cells were also induced after injection of syngeneic tumor cells. These data support the hypothesis that SMAF is involved in the early phase of the cellular immune response against tumors, whereas CTL are induced later.
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