Identification and proposed mechanism of action of thymidine kinase inhibition associated with cellular exposure to camptothecin analogs

PURPOSE

To investigate the effects of several camptothecin analogs including 9-aminocamptothecin (9-AC), SN38, topotecan, and irinotecan (CPT-11) on the enzymes involved in the pyrimidine salvage pathway including thymidylate synthase (TS). A COMPARE analysis using the NCI 60 cell line drug-screening panel suggested that there were similarities in the mechanisms of action of camptothecin analogs and TS inhibitors.

METHODS

TS enzymatic activity was measured by both an in situ tritium release assay using both the H630 colon cancer cell line and the CEM human leukemia cell line, and by a radiolabelled in vitro assay using partially purified human TS as the enzyme source. Thymidine kinase (TK) activity was measure by a radiolabelled in vitro assay using H630 colon cancer cell lysates as the enzyme source.

RESULTS

In vitro studies indicated that none of the analogs directly inhibited TS enzymatic activity; however, utilization of a coupled TS/TK in situ assay with radiolabelled deoxyuridine as the precursor revealed marked inhibition by the camptothecin analogs. 9-AC, SN38, and topotecan yielded IC50 values of 1.3, 1.6, and 1.1 microM respectively. In contrast, there was no inhibition detected when deoxycytidine was used as the radiolabelled nucleoside precursor, suggesting that the drug effect was through inhibition of TK, rather than inhibition of TS. In vitro studies using cell lysates from H630 human colon cancer cells to measure TK activity showed no decrease in TK activity after 9-AC treatment. In addition, no changes were detected in the dATP and dTTP nucleotide pools. Permeabilizing the cell membranes with saponin did not abolish the inhibitory effect of the camptothecins indicating that altered cell transport was not responsible for the decreased activity in the in situ assay in intact cells.

CONCLUSION

These studies suggest that there is inhibition of TK in intact cells associated with topoisomerase I inhibition by camptothecin analogs, and the inhibition of TK is the result of an indirect effect not related to feedback inhibition by changes in dTTP pools.

Synthesis of cytotoxic indenoisoquinoline topoisomerase I poisons

A number of indenoisoquinolines were prepared and evaluated for cytotoxicity in human cancer cell cultures and for activity vs topoisomerase 1 (top1). The two most cytotoxic indenoisoquinolines proved to be cis-6-ethyl-5,6,12,13-tetrahydro-2,3-dimethoxy-8, 9-(methylenedioxy)-5,11-dioxo-11H-indeno[1,2-c]isoquinoline (21) and cis-6-allyl-5,6,12,13-tetrahydro-2,3-dimethoxy-8, 9-(methylenedioxy)-5,11-dioxo-11H-indeno[1,2-c]isoquinoline (22), both of which displayed submicromolar mean graph midpoints when tested in 55 human cancer cell cultures. Two of the most potent top1 inhibitors were 6-(3-carboxy-1-propyl)-5,6-dihydro-5, 11-dioxo-11H-indeno[1,2-c]isoquinoline (26) and 6-ethyl-2, 3-dimethoxy-8,9-(methylenedioxy)-11H-indeno[1,2-c]isoquinolinium chloride (27), both of which also inhibited top2, unwound DNA, and are assumed to be DNA intercalators. However, two additional potent top1 inhibitors, 6-allyl-5,6-dihydro-2,3-dimethoxy-8, 9-(methylenedioxy)-5,11-dioxo-11H-indeno[1,2-c]isoquinoline (13c) and 5,6-dihydro-6-(4-hydroxybut-1-yl)-2,3-dimethoxy-8, 9-methylenedioxy-5,11-dioxo-11H-indeno[1,2-c]isoquinoline (19a), did not unwind DNA and did not affect top2. Some of the DNA cleavage sites detected in the presence of the indenoisoquinolines were different from those seen with the camptothecins. The cleavage sites induced by the indenoisoquinolines were reversed by salt treatment, which is consistent with the reversible trapping of top1 cleavable complexes by the indenoisoquinolines. In general, the potencies of the indenoisoquinolines as top1 inhibitors did not correlate with their potencies as cytotoxic agents, as some of the most cytotoxic agents had little if any effect on top1. On the other hand, the most potent of the indenoisoquinolines vs top1 were not the most cytotoxic. In several cases, moderate activity was observed for both cytotoxicity and activity vs top1.

Using the national cancer institute anticancer drug screen to assess the effect of MRP expression on drug sensitivity profiles

The MRP gene contributes to one form of multidrug resistance. To identify drugs interacting with MRP, we measured MRP mRNA expression by quantitative PCR in 60 cell lines of the National Cancer Institute Anticancer Drug Screen. Expression was detected in all cell lines (highest in lung carcinomas and central nervous system tumors) with a range of 14-fold. A mean graph of MRP mRNA levels was constructed to determine Pearson correlation coefficients (PCCs) with mean graphs of >40,000 compounds using the COMPARE analysis. Only 20 compounds had PCCs of >/=0.500. The PCCs for VP-16, doxorubicin, and vincristine were 0.008, 0.13, and 0.257, respectively. Initially, 36 compounds with PCCs of >/=0.428 were analyzed using two MRP-overexpressing cell lines; low levels of cross-resistance was demonstrated for 23 compounds (1.3-9.4-fold). Twenty-four compounds also were available for further studies. Using a fluorescence activated cell sorter assay to measure competition of calcein efflux from MRP-overexpressing cells, 10 compounds were found to increase calcein retention by >/=2-fold. Ten compounds also were able to reduce ATP-dependent [3H]LTC4 transport into vesicles from MRP-overexpressing cells. These results contrast with previous studies with MDR-1 in which high correlations were found and confirmed for a large number of compounds. Although other assays may be more revealing, in these unselected cell lines, MRP mRNA expression was a poor predictor of drug sensitivity. This raises the possibility that other factors, including conjugating enzymes, glutathione levels, or other transporters, confound the MRP effect.

Reduced folate carrier gene (RFC1) expression and anti-folate resistance in transfected and non-selected cell lines

Methotrexate transport deficiency due to decreased reduced folate carrier (RFC) activity has been observed in several cell lines selected for resistance to methotrexate (MTX). Since MTX resistance is multifactorial, however, it is difficult to quantify the relative importance of changes in RFC activity in selected cell lines and even more so to determine the relative contribution of naturally occurring RFC activity in the MTX sensitivity of non-selected cell lines. We examined the role of RFC in MTX resistance by studying a transport-deficient cell line transfected with the gene for human RFC, RFC1, and by correlating relative RFC1 expression with MTX and trimetrexate (TMTX) growth inhibition (GI50) in a panel of cell lines used in the NCI Anticancer Drug Screen. Clones of transport-deficient, MTX-resistant ZR-75-1 human breast cancer cells (MTX(R) ZR-75-1) transfected with RFC1 were 250-fold more sensitive to MTX and 300-fold more resistant to TMTX than control cell clones, showing that restoration of RFC activity has a significant impact on MTX and TMTX cytotoxicity. We also surveyed 40 of the 60 cell lines in the NCI drug screen panel for RFCI RNA levels by a quantitative RT-PCR assay. RFCI RNA levels varied over a range of 15-fold, with only 1 cell line found to be null in expression. Using data from the 6-day drug exposure assay, RFC1 correlated positively with MTX and negatively with TMTX cytotoxicity. As predicted by transfection studies, the calculated difference between MTX and TMTX potency was even more strongly correlated with RFC1 RNA levels of the cell lines. In addition, compounds in the NCI Anticancer Drug Screen database with cytotoxicity profiles which correlated with RFC1 RNA levels or with the calculated difference in MTX-TMTX potency were examined for MTX uptake inhibition and cytotoxicity in the RFC1-transfected MTX(R) ZR-75-1 cell line. Overall, our data demonstrate the importance of RFC1 in MTX resistance both as a transgene and as a constitutively expressed gene in non-selected cell lines.

P-glycoprotein substrates and antagonists cluster into two distinct groups

To gather further insight into the interaction between P-glycoprotein (Pgp) and its substrates, 167 compounds were analyzed in multidrug resistant human colon carcinoma cells. These compounds were selected from the National Cancer Institute Drug Screen repository using computer-generated correlations with known Pgp substrates and antagonists. The compounds were prospectively defined as Pgp substrates if cytotoxicity was increased > or =4-fold by the addition of cyclosporin A (CsA) and as Pgp antagonists if inhibition of efflux increased rhodamine accumulation by 4-fold. Among the 84 agents that met either criterion, 35 met only the criterion for substrates, 42 met only the criterion for antagonists, and only seven met both criteria. Thus, compounds interacting with Pgp form two distinct groups: one comprising cytotoxic compounds that are transported and have poor or no antagonistic activity and a second comprising compounds with antagonistic activity and no evidence of significant transport. Vinblastine accumulation and kinetic studies performed on a subset of 18 compounds similarly differentiated substrates and antagonists, but inhibition of 3H-azidopine labeling and induction of ATPase activity did not. These data support an emerging concept of Pgp in which multiple regions instead of specific sites are involved in drug transport.

Identification of compounds with preferential inhibitory activity against low-Nm23-expressing human breast carcinoma and melanoma cell lines

We have used the COMPARE computer algorithm and Nm23 expression as a marker of tumor metastatic potential to examine the in vitro antiproliferative activity of chemotherapeutic drugs on human breast carcinoma and melanoma cell lines. None of 171 compounds in clinical use or under development and only 40 of 30,000 repository compounds exhibited preferential growth inhibition of low-Nm23-expressing, metastatically aggressive cell lines with a Pearson correlation coefficient of < or = -0.64. Characterization of one compound, NSC 645306, is presented including in vivo activity in a hollow fiber assay. The data demonstrate a novel approach to drug identification for aggressive human tumors.

Oxaliplatin, tetraplatin, cisplatin, and carboplatin: spectrum of activity in drug-resistant cell lines and in the cell lines of the National Cancer Institute's Anticancer Drug Screen panel

The present study was designed to explore the activity of platinum compounds in cisplatin-resistant cell lines, the unselected cell lines of the National Cancer Institute's Anticancer Drug Screen, and the potential for use in combination. The activities of four platinum compounds in cisplatin-resistant KB and A2780 cells were investigated. The cells were highly resistant to cisplatin and cross-resistant to carboplatin, but less than one-tenth as resistant to oxaliplatin and tetraplatin. Cellular accumulation of all platinum compounds was decreased in both resistant cell lines. When the activities of cisplatin and oxaliplatin were evaluated in the National Cancer Institute's Anticancer Drug Screen, marked differences were observed. Evaluation of the activity profile using the COMPARE program revealed a different pattern for both agents: the cisplatin activity profile was similar to those of other diamine-platinum compounds, alkylating agents including melphalan, and camptothecin analogs, whereas the activity profile of oxaliplatin resembled those of other "dach" (diaminocyclohexane) platinum compounds and of acridine derivatives. The sensitivity profiles are influenced by the target(s)/mechanism(s) of action and the mechanism(s) of resistance of a drug. The dissimilarity in profiles suggests that these two platinum compounds have a different target(s)/mechanism(s) of action, a different mechanism(s) of resistance, or most likely both. Studies evaluating combinations of cisplatin/oxaliplatin suggest that the activities of these two agents are at least additive and possibly synergistic. Oxaliplatin has a different spectrum of activity and low cross-resistance to cisplatin and should be valuable in cisplatin refractory patients or in combination with cisplatin.

Identification of a novel inhibitor (NSC 665564) of dihydroorotate dehydrogenase with a potency equivalent to brequinar

A novel inhibitor of dihydroorotate dehydrogenase (DHO-DH) has been discovered using data from the National Cancer Institute's in vitro drug screen. Upon analysis of cytotoxicity results from the sixty tumor cell lines used in this screen, the COMPARE program predicted that NSC 665564 was likely to have the same mechanism of inhibition as brequinar, a known potent inhibitor of DHO-DH. We validated this prediction experimentally using MOLT-4 lymphoblast and found the IC50 of brequinar (0.5 microM) and NSC 665564 (0.3 microM) were comparable and that this induced cytotoxicity was reversed by either uridine or cytidine. The enzyme target of NSC 665564 was shown to be identical to that of brequinar when incubation with each drug followed by a 1 h pulse with [14C] sodium bicarbonate resulted in cellular accumulation of [14C]N-carbamyl-L-aspartic acid and [14C]L-dihydroorotic acid, with concurrent marked depletion of CTP and UTP. The Ki's for NSC 665564 and brequinar were 0.14 and 0.24 microM, respectively, when partially purified MOLT-4 mitochondria (the site of DHO-DH) were used. These results show that mechanistic predictions obtained using correlations from the COMPARE algorithm are independent of structure since the structure of NSC 665564 is dissimilar to that of other established DHO-DH inhibitors.

Reductase enzyme expression across the National Cancer Institute Tumor cell line panel: correlation with sensitivity to mitomycin C and EO9

BACKGROUND

Many antitumor drugs require metabolic activation to exert their cytotoxic or cytostatic effects. The so-called bioreductive compounds, whose conversion into active antitumor agents is catalyzed by reductase enzymes, are examples of such drugs. The identification of specific enzymes involved in the activation of these compounds is important in understanding cellular factors that may influence drug antitumor activity.

PURPOSE

We measured expression levels of three different reductase enzymes-DT-diaphorase [NAD(P)H (i.e., reduced nicotinamide adenine dinucleotide, with or without phosphate): quinone oxidoreductase]; NADPH:cytochrome P-450 reductase; and NADH (i.e., reduced nicotinamide adenine dinucleotide): cytochrome-b5 reductase- in 69 cell lines (most of the National Cancer Institute [NCI] human tumor cell panel) to see if relationships could be established between the activities of these enzymes and cellular sensitivities to the bioreductive compounds mitomycin C and EO9.

METHODS

For all 69 cell lines, the activity of each enzyme was determined using cellular extracts and photometric assays involving the reduction of cytochrome c. Western blot analysis was used to measure the relative amount of DT-diaphorase protein in each extract, and coupled reverse transcription and polymerase chain reactions were employed to assess DT-diaphorase and NADPH:cytochrome P-450 reductase messenger RNA (mRNA) levels in a subset of the cell lines. The cytotoxic and/or cytostatic activities of mitomycin C and EO9 toward the cell lines were determined under aerobic conditions. Relationships between enzyme activity levels and drug sensitivities were assessed by use of the COMPARE program and Pearson correlation coefficients.

RESULTS

In general, DT-diaphorase activity levels were higher than those observed for the other two reductases across the entire cell line panel. Measured activities for all three enzymes varied among cell lines derived from the same tissue as well as between lines derived from different tissues; however, tissue-specific patterns of expression could be discerned. Differences in the activity levels of individual enzymes appeared to reflect differences in corresponding enzyme protein and/or mRNA levels. A relationship between enzyme activity and chemosensitivities to mitomycin C and EO9 was observed only for DT-diaphorase (Pearson correlation coefficient = .424 [two-sided P<.0005] for mitomycin C and .446 [two-sided P< or = to .0013] for EO9).

CONCLUSIONS

Reductase enzyme expression is heterogeneous across human tumor cell lines, and tissue-specific patterns of expression are apparent. DT-diaphorase activity levels correlate with sensitivities to mitomycin C and EO9, supporting a role for this enzyme in the bioactivation of these anticancer compounds.

IMPLICATIONS

Comparison of biochemical, molecular biological, and chemosensitivity data obtained from screening a large number of cell lines (e.g., the NCI tumor cell line panel) may facilitate investigation of factors influencing drug antitumor activity. The knowledge gained may be of value in the development of new anticancer agents or in the selection of patients to receive specific therapies.

Eukaryotic DNA topoisomerases mediated DNA cleavage induced by a new inhibitor: NSC 665517

A compound with a novel structure, NSC 665517, was tested in the National Cancer Institute Preclinical Drug Discovery Screen. With the COMPARE algorithm, the pattern of differential cytotoxicity for NSC 665517 most closely resembled those of known topoisomerase II (top2) inhibitors. In vitro data showed that NSC 665517 induced DNA cleavage in the presence of top2 and topoisomerase I (top1) (at a higher concentration). The minimum concentration required to induce top2 cleavage was 0.5 microM. A substantial decrease in top2-induced cleavage by NSC 665517 was seen when the reaction mixtures were shifted to elevated temperature (55 degrees), suggesting that top2-induced cleavage occurs through the mechanism of stabilizing the reversible enzyme/DNA complex and inhibiting religation. The DNA cleavage pattern induced by NSC 665517 with top2 was different than that of other known top2 inhibitors, including etoposide, mitoxantrone, anthracyclines, amsacrine, and ellipticine. top2 cleavage sites induced by NSC 665517 showed strong preference for G located 3' to the top2-mediated DNA cleavage (position +1). NSC 665517 produced limited DNA unwinding at high drug concentration. DNA damage analyzed in KB cells by alkaline elution showed that NSC 665517 induced strand break. Data from the cytotoxicity in KB-V1 overexpressing P-glycoprotein and COMPARE analysis with rhodamine efflux assay indicated that NSC 665517 is a substrate of P-glycoprotein. These results strongly suggest that NSC 665517 is a novel topoisomerase-targeted drug. Preclinical evaluation of NSC 665517 as an antitumor agent is under way.

Generation of a drug resistance profile by quantitation of mdr-1/P-glycoprotein in the cell lines of the National Cancer Institute Anticancer Drug Screen

Identifying new chemotherapeutic agents and characterizing mechanisms of resistance may improve cancer treatment. The Anticancer Drug Screen of the National Cancer Institute uses 60 cell lines to identify new agents. Expression of mdr-1/P-glycoprotein was measured by quantitative PCR. Expression was detected in 39 cell lines; the highest levels were in renal and colon carcinomas. Expression was also detected in all melanomas and central nervous system tumors, but in only one ovarian carcinoma and one leukemia cell line. Using a modified version of the COMPARE program, a high correlation was found between expression of mdr-1 and cellular resistance to a large number of compounds. Evidence that these compounds are P-glycoprotein substrates includes: (a) enhancement of cytotoxicity by verapamil; (b) demonstration of cross-resistance in a multidrug-resistant cell line, (c) ability to antagonize P-glycoprotein, increasing vinblastine accumulation by decreasing efflux; and (d) inhibition of photoaffinity labeling by azidopine. Identification of many heretofore unrecognized compounds as substrates indicates that P-glycoprotein has a broader substrate specificity than previously recognized. This study confirms the validity of this novel approach and provides the basis for similar studies examining a diverse group of gene products, including other resistance mechanisms, putative drug targets, and genes involved in the cell cycle and apoptosis.

Site of action of two novel pyrimidine biosynthesis inhibitors accurately predicted by the compare program

The computer algorithm COMPARE provides information regarding the biological mechanism of action of a compound. In this study, excellent correlations were obtained for 2,2'-[3,3'-dimethoxy[1,1'-biphenyl]-4,4'-diyl)diimino]bis- benzoic acid (redoxal) and 1-(p-bromophenyl)-2-methyl-1H- naphth[2,3-d]imidazole-4,9-dione (BNID) and two well-studied dihydroorotate dehydrogenase (DHOD) inhibitors, dichloroallyl lawsone and brequinar, in terms of antiproliferative activity against tumor cell lines in vitro. When redoxal and BNID were incubated with MOLT-4 cells for 72 hr, 50% growth inhibition was achieved at 0.7 and 3.5 microM, respectively. After 24 hr of incubation, pyrimidine triphosphate pools were shown to be decreased by 50% by redoxal (1 microM) and BNID (0.25 microM). Addition of either uridine (50 microM) or cytidine (100 microM) antagonized the cellular cytotoxicity caused by either drug; uridine corrected the UTP and CTP deficit, whereas cytidine corrected only the CTP deficit. Exposure of MOLT-4 cells to a 1 microM concentration of either drug for 18 hr followed by a 1-hr exposure to [14C]bicarbonate showed a 97% decrease of incorporation of [14C] into pyrimidine triphosphates accompanied by a 91- and 82-fold increase in radioactive incorporation into L-dihydroorotate and N-carbamyl-L-aspartate, respectively. By direct exposure of DHOD prepared from MOLT-4 cell mitochondria to a range of concentrations of the two drugs, apparent Ki values of 0.33 microM (redoxal) and 0.53 microM (BNID) were determined. These data provide direct evidence for inhibition of DHOD by redoxal and BNID in MOLT-4 lymphoblasts.

Rhodamine efflux patterns predict P-glycoprotein substrates in the National Cancer Institute drug screen

Fifty-eight cell lines in the National Cancer Institute drug screen were analyzed for their ability to efflux the fluorescent dye rhodamine 123 as a functional assay for P-glycoprotein (Pgp). Using flow cytometry, the rhodamine fluorescence was measured for each cell line under four incubation conditions, i.e., after accumulation in the presence or absence of the Pgp antagonist cyclosporin A and after efflux in rhodamine-free medium in the presence or absence of cyclosporin A. The results in some cell lines were compatible with Pgp-mediated efflux. There was a significant correlation between mdr-1 expression and rhodamine efflux in the 58 cell lines (r = 0.788, p = 0.0001). Using the rhodamine efflux data as a seed for COMPARE analysis with the cytotoxicity data on > 30,000 compounds in the National Cancer Institute drug screen database, hundreds of compounds with high correlation coefficients were identified. Selected compounds were tested for reversal of cross-resistance in a multidrug-resistant cell line. A high degree of reversibility, up to 10,000-fold, for some of the compounds was noted in the presence of the Pgp antagonist PSC 833. This finding suggested that compounds with predominately Pgp-mediated resistance were being identified. Using these compounds as seeds for COMPARE analysis against a more restricted database of 187 standard agents, a series of standard compounds were repeatedly identified as having high correlation coefficients with the newly identified Pgp substrates. These standard agents, including phyllanthoside, bisantrene, and homoharringtonine, constitute an mdr-1 profile. New agents identified as being highly correlated with these compounds may benefit from clinical trials with Pgp antagonists.

New antineoplastic aza-phospholipids - synthesis, in-vitro cytotoxicity and differential cellular-sensitivity against 70 human tumor-cell lines

The in vitro cytotoxicity and differential cellular sensitivity of three new synthetic anti-neoplastic aza-phospholipids has been determined in the National Cancer Institute's (NCI) primary antitumor drug screen. Based on a disease-oriented strategy, this screen incorporates seventy human cell lines representing leukemia, ovarian, brain, melanoma, colon, renal, lung, prostate and breast cancers. The analysis of the GI50 values obtained for each aza-derivative has revealed a differential cellular sensitivity among the cell lines examined. The study of the degree of differential growth inhibition has shown a statistically significant differential cell sensitivity for BN 52205 and BN 52211 for colon and melanoma tumor cells. The leukemia cell selectivity for BN 52211 was even more remarkable due to the low molar concentration at which the maximum selective effect occurred. These findings strongly encourage further investigations on the anti-neoplastic activity of aza-phospholipids.

Exploratory data analytic techniques to evaluate anticancer agents screened in a cell culture panel

Information theory is used to provide a measure of selectivity, i.e., the degree to which a drug has preferential toxicity or growth inhibition for one or a few cell lines from a large panel. The selectivity measure is intended to complement a measure of differential growth inhibition in evaluating the drug development potential of a new compound. Also, a similarity measure obtained from information theory is used to classify drugs according to their pattern of responses on the panel. Some structure-activity relations emerge. This work is applied to 176 agents selected to be tested by the National Cancer Institute in about 50 cell lines.

Feasibility of a high-flux anticancer drug screen using a diverse panel of cultured human tumor cell lines

We describe here the development and implementation of a pilot-scale, in vitro, anticancer drug screen utilizing a panel of 60 human tumor cell lines organized into subpanels representing leukemia, melanoma, and cancers of the lung, colon, kidney, ovary, and central nervous system. The ultimate goal of this disease-oriented screen is to facilitate the discovery of new compounds with potential cell line-specific and/or subpanel-specific antitumor activity. In the current screening protocol, each cell line is inoculated onto microtiter plates, then preincubated for 24-28 hours. Subsequently, test agents are added in five 10-fold dilutions and the culture is incubated for an additional 48 hours. For each test agent, a dose-response profile is generated. End-point determinations of the cell viability or cell growth are performed by in situ fixation of cells, followed by staining with a protein-binding dye, sulforhodamine B (SRB). The SRB binds to the basic amino acids of cellular macromolecules; the solubilized stain is measured spectrophotometrically to determine relative cell growth or viability in treated and untreated cells. Following the pilot screening studies, a screening rate of 400 compounds per week has been consistently achieved.

Efficiency of antitumor screening relative to activity criteria

Well over 100,000 compounds have been screened by the National Cancer Institute (NCI) in mouse leukemia P388 in the search for new leads toward antineoplastic agents. The protocol for screening requires confirmation testing of compounds showing initial activity. By activity criteria being varied for initial and confirmation testing, it is possible to improve the efficiency of screening. The experimental variability of P388 screening was first determined by analysis of outcomes from 90 tests on each of 21 compounds of varied activity. By application of these results to NCI P388 data for 31,428 compounds adequately tested on a daily times five schedule, the consequences of using different activity thresholds were estimated. The results here may apply to those of other similar large-scale screening programs.