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Early studies detected a loss of the antibacterial activity of penicillin induced by cysteine, which was attributed to chemical reactions involving the thiol and/or amino groups of the amino acid ( 1 H-NMR, is the first detectable product in the reaction, which subsequently undergoes hydrolysis to the benzylpenicilloic acid ( Figure 3B ) ( The six-membered ring to which the -lactam is fused in cephalosporins, results in lower tension within the -lactam ring compared to those of penicillins, and therefore less reactivity against thiolate anions ( 2 chemical structure can modulate this reactivity depending on its ability to polarize the electronic binding ( Figure 4 and Figure S5 )

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The use of programs, like Kaplan-Meier Plotter, that correlate the expression levels of genes involved in the metabolism of amino acids with the prognosis of different tumors might indicate the candidate tumors for these adjunctive therapies, especially when more than one gene is associated with the same outcome (good or bad prognosis), similar to a gene enrichment score, but for prognosis