[CANCER RESEARCH 50, 4382-4387, July 15, 1990) In Situ Evaluation of Growth Fraction Determined by Monoclonal Antibody Ki-67 and Ploidy in Surgically Resected Non-Small Cell Lung Cancers' JoëlleSimony,2 Jean-Louis Pujol, MichèleRadal, Elisabeth Ursule, François-Bernard Michel, and Henri Pujol Centre Régionalde Lutte contre le Cancer, Rue de la Croix Verte, 34094 Montpellier Cedex [J. S., M. R., E. U., H. P.], and Service des Maladies Respiratoires, Hôpital l'Aiguelongue, Rue du Major Flandre, 34059 Montpellier Cedex [J-L. P., F-B. M.], France ABSTRACT Ploidy and growth fraction were analyzed by means of a computerassisted image processor in surgically resected non-small cell lung cancer (NSCLC). This study was done in order (a) to evaluate the distribution of anti-Ki-67 immunostaining and (A) to correlate this distribution to ploidy status and pTNM stage of NSCLC. Thirty-two patients underwent a surgical resection for primary NSCLC following complete staging. Indirect immunoperoxidase reactions of monoclonal antibody Ki-67 were done on frozen tissue sections. Integrated optical density and index of stained nuclear surface were calculated by means of a computer-assisted image processor in 120 fields of each preparation in order to quantify the Ki-67 immunostaining. DNA content was determined by means of cytometry of Feulgen-stained cytological prints. The ploidy status was defined for each tumor by DNA index, percentage of hypodiploid cells, and type of DNA content histogram (near diploid, hyperdiploid, hypodiploid, and multiplied ). Reproducibility of immunostaining quantitative analysis was demonstrated by iterative measurements of the same slide. Intratumoral heterogeneity of Ki-67 immunostaining induced integrated optical density variation assessed on six nonconsecutive tissue sections from at least two regions of the same tumor. This intratumoral variability was 15 times lower than integrated optical density variability between tumors. The Ki67 immunostaining varied significantly according to the DNA content histogram type ( P < 0.05, Kruskal-Wallis test); most of the specimens with high Ki-67 immunostaining were multiploid or hypodiploid. More over, Ki-67 immunostaining correlated to the percentage of hypodiploid cells. Ki-67 immunostaining and ploidy status did not vary significantly according to the tumor-nodes-metastasis stage. We conclude that (a) quantitative analysis of Ki-67 immunostaining is a reliable evaluation of growth fraction in NSCLC if a large number of fields are analyzed to take into account intratumoral variability, (b) hypodiploidy and multiploidy are frequent abnormalities of DNA content, (c) Ki-67 immunostaining is significantly higher in hypodiploid and multiploid tumors. Thus, deter mination of growth fraction and ploidy in surgically resected NSCLC specimens may be considered as complementary prognostic parameters independent of the stage of the disease. INTRODUCTION Complete surgical resection is an efficient treatment for limited stage I and II NSCLC3 (1,2). For stage III A NSCLC the existence of mediastinal lymph nodes (N2) is predictive of early relapses (3, 4). Chemotherapy and/or radiation therapy have been proposed as adjuvant therapy of N2 NSCLC (5, 6). However, randomized trials fail to demonstrate a real survival benefit for patients following adjuvant therapy. Thus, reliable and reproducible prognostic variables are needed to determine patient subsets likely to require combined modality treatments. Ploidy status predicts disease-free intervals and short term survival of numerous solid tumors (7-9) including lung cancers (10, 11). Static computer-assisted cytometry is a useful tool for Received 10/30/89; revised 2/28/90. The costs of publication of this article were defrayed in part by the payment of page charges. This article must therefore be hereby marked advertisement in accordance with 18 U.S.C. Section 1734 solely to indicate this fact. 1This study has been supported in part by grants from the Centre National de la Recherche Scientifique and the Ligue Nationale Françaisecontre le Cancer. *To whom requests for reprints should be addressed. 3 The abbreviations used are: NSCLC, non-small cell lung cancer; DI, DNA index; IOD. integrated Optical density; PBS. phosphate buffered saline; TNM, tumor-nodes-metastases: pTNM. pathologic tumor-node-metastases. ploidy analysis of Feulgen-stained cytological prints of tumor specimens (12). On the other hand, kinetic parameters used in order to determine the growth fraction give reliable information on stem cells and, indirectly, on effectiveness of chemotherapy and radiation therapy (13). The Ki-67 nuclear antigen is ex pressed throughout the cell cycle (14). Immunostaining with monoclonal Ki-67 provides a reliable means of in situ evaluation of the tumor growth fraction in many malignant diseases in cluding non-Hodgkin's lymphomas (15), breast cancer ( 16), and lung cancer (17, 18). In particular, a great variability in NSCLC proliferative rate has been demonstrated using semiquantitative analyses of Ki-67 immunostaining (18). Moreover, Ki-67 im munostaining has been proposed to estimate the cell growth fraction in surgically resected neoplastic human tissues (19). Thus, it may be of interest to evaluate ploidy and growth fraction in surgically resected NSCLC as complementary prog nostic variables. In this study a computer-assisted image processor was used (a) to evaluate the distribution of anti-Ki-67 immunostaining and (b) to correlate this distribution to ploidy status and pTNM stage of NSCLC. MATERIALS AND METHODS Patients Thirty-two patients [28 men, 4 women, ages 41-74 years, 59 ±10 (SD) years] underwent a surgical resection for primary NSCLC. All lung tumors were analyzed according to the latest WHO classification (20) by light microscopy following hematoxylin-eosin staining of sur gical specimens. Among them were 28 squamous cell carcinomas (15 well differentiated and 13 poorly differentiated, 3 adenocarcinomas, and 1 adenosquamous carcinoma. Staging of NSCLC was performed according to Ed. 4 of the TNM classification (21) and included clinical examination, performance status assessment, chest tomodensitometry, fiberoptic bronchoscopy, liver and adrenal gland tomodensitometry, and bone scanning. Definite pTNM stage included data obtained from complete mediastinal lymphadenectomy. This evaluation disclosed 17 patients with stage I disease, 6 patients with stage II, 8 patients with stage IMA. and 1 patient with stage IV (Table 1). Immunohistochcmistry Tissue Preparation. The immunostaining was done on 5-^m-thick frozen tissue sections. Sequential sections were obtained by means of an automatic cryostat (Cryocut-Bright; Shandon, United Kingdom). When the size of the tumor sample was sufficiently large (25 of 32 tumors), tissue preparations were performed every 5 sections in at least 2 different regions of the specimen and a total of 6 tissue preparations were analyzed for each tumor. In other cases (7 of 32 tumors) 5 sequential tissue preparations were analyzed for each tumor. Antisera Source. Antibody Ki-67 (Dakopatts, Glostrup, Denmark) is a mouse IgGl monoclonal antibody raised against human proliferative cells. The Ki-67 related antigen is expressed in G,A, GÃŽB, S, G2, and M cells but is absent in G0 cells (14). Immunohistochemical Reactions. Frozen tissue sections were fixed with cold acetone. Indirect immunoperoxidase tests were carried out using the biotin-streptavidin-peroxidase system (Amersham, Les I lis, France) following the three-stage procedure (22). Stage 1 sections, after 4382 Downloaded from cancerres.aacrjournals.org on June 15, 2017. © 1990 American Association for Cancer Research. GROWTH FRACTION AND PLOIDY OF NSCLC Table 1 Clinical and pathological variables StageIIIMIAIVpTNMT, DI which represents the ratio of the cell DNA content of tumor G0/i cells to the diploid G0/i peak (2c). Thus, DI = 1 defined near diploid of SQC/Ad°7/18/11/14/—V—4/ patients89242421Histology tumors. DNA Histogram Analysis. The DNA histograms were classified into four types (Fig. 1): type 1, tumor G0/i cells in the near diploid region (2c, DI = 1), with few G2M tumor cells in the tetraploid region (4c); type 2, hyperdiploid tumor GO/I cells (DI a 1.2); type 3, hypodiploid tumor GO/Icells (DI s 0.8), with a hypodiploid peak containing at least 20% of cells; type 4, evidence of multiploid tumor cells with multiple aneuploid peaks, some of them in the octaploid region (8c). The percentage of cells in the hypodiploid modal DNA (percentage of hypodiploid cells, DI < 0.8) was calculated for each histogram. M„T2 No MoT, No M»T2 N, M»T3 N, M»T2 N, M»Tj N2 M»Tj N2 —ÕI—I/— N»M,No. °SQC. squamous cell carcinoma; Ad, adenocarcinoma; M,, lung métastases Study Design discovered in pneumonectomy specimen. rehydration in PBS and inhibition of endogen peroxidase, were incu bated with 10 Mg/ml of purified monoclonal antibody for 40 min at room temperature; in stage 2, sections were then washed in PBS and incubated with sheep biotinylated anti-mouse IgG diluted 1:50 in PBS for 30 min at room temperature; in stage 3, sections were finally incubated with streptavidin-biotinylated horseradish peroxidase at 1:200 for 30 min at room temperature. Immunohistochemical reaction was then revealed in the dark with 3-amino-9-ethylcarbazole (Merck, Nogent/Marne, France) using hydrogen peroxide as a substrate and counterstained with hematoxylin. Positive and negative controls were performed for each reaction. Computer-assisted Image Analysis. The immunostaining quantitative analysis was done by means of a computer-assisted image processor (12) (Systèmed'Analyse MicrophotométriqueÃBalayage Automatique; TITN, Grenoble, France). This microcomputer-based system is config ured with a standard microscope (Polyvar; Richert Jung, Cambridge, United Kingdom), a color video camera (Sony Corporation, Japan), an image analysis processor (TSBC, TITN), and a 80286 computer (V286; Victor, Sweden). A program developed to analyze the immunostaining tissue sections was used (23) (Estrogen Receptor Immunocytochemical Assay; TITN). This program quantitates intensity and distribution of immunostaining in hematoxylin-counterstained tissue sections. Acqui sitions by the color image processor were done through blue and red filters. Ki-67 immunostaining was analyzed as a false red color whereas counterstained cells were analyzed as a false blue color. For each preparation, optical density thresholds were determined using real microscopies image of the analyzed field as reference. Measurements of Ki-67 immunostaining were done at x25. Fields analyzed were randomly selected by movements of an automatic motorized plate which scanned tumor tissue preparations on two perpendicular axes. Twenty fields were analyzed for each section by the image analysis processor. According to the surface of tumor tissue preparation, these 20 fields represented from 30 to 60% of the whole section. Index of stained nuclear surface and IOD were expressed in arbitrary units (A. U.). Controls of immunostaining quantitative analysis reproducibility were carried out by (a) comparison of iterative measurements done on the same preparation and (b) comparison of measurements done on five sequential sections of the same specimen. Evaluation of intratumoral variation of Ki-67 immunostaining quantitative analysis was carried out in 25 of 32 tumors by comparing the IOD measurement of 20 fields taken from each 6 nonconsecutive sections from each tumor. All patients had a complete staging. A surgically resected specimen from a nonnecrotizing area of the tumor was deep frozen and cytological prints were done. Neither chemotherapy nor radiotherapy were carried out prior to surgical resection. Evaluation of growth fraction and cell DNA content were done independently and without knowledge of the pTNM stage. Statistical analyses were done by means of nonparametric tests. Differences between two groups were determined by means of the Mann-Whitney U test; differences between more than two groups were determined by means of the Kruskal-Wallis test; P < 0.05 was consid ered as significant; Spearman rank-order correlation coefficients were calculated. Yates correction of x2 was used for comparison between pTNM stage and DNA content histogram type frequency distribution. RESULTS Ki-67 Immunostaining Qualitative Analysis. Ki-67 immunostaining was exclusively positive in cell nuclei. The distribution of the staining involved nucleolus, nuclear membrane, and nucleoplasm with a great variability (Fig. 2). The percentage of cells with nuclear Ki-67 positive varied from less than 2% to 20% (Table 2). Quantitative Analysis. Quantitative analysis showed no sig nificant signal in 13 tumor specimens with less than 2% Ki-67positive cells. For the remaining 19 tumor specimens, index of stained nuclear surface ranged from 3 to 739 A. U. and the 80 60 40 30 20 10 zc 40 so Cell DNA Content Analysis Tissue Preparation. A cytological print from each specimen was airdried. Slides were fixed in formaldehyde-alcohol for 10 min and then washed three times in alcohol and stained by the pararosaniline Feulgen-Schiff technique (24). Computer-assisted Cytometry. The stoichiometric reaction was ana lyzed using the computer-assisted image processor (Systèmed'Analyse Microphotométrique à Balayage Automatique; TITN). For each speci men, cell DNA content analysis was carried out on 300 randomized malignant cells. The nuclear DNA values were computerized in order to produce histograms. The cell DNA content was expressed in c-units with 2c representing the mean value of normal diploid control cells (normal hepatic tissue). Ploidy was determined for each specimen using 10 Fig. 1. DNA content histograms were classifed into four types: a, type 1, tumor GO/Icells in the near diploid region (DI = 1); A, type 2, tumor G0/i cells in a single hyperdiploid peak (DI = 1.6) and few G2M tumors cells in the 6c region; c, type 3. hypodiploid tumor G(,/i cell peak (DI = 0.8); d, type 4. evidence of multiple aneuploid tumor peaks, with DI = 1.8 for the main aneuploid peak. 4383 Downloaded from cancerres.aacrjournals.org on June 15, 2017. © 1990 American Association for Cancer Research. GROWTH FRACTION AND PLOIDY OF NSCLC Fig. 2. Indirect immunoperoxidase reactiv ity of monoclonal antibody Ki-67 on poorly differentiated squamous cell carcinoma tissue section. Some cells demonstrate variable nu clear staining involving nuclcoplasm and/or nuclear matrix, x 560. *V 800-r Table 2 Semiquantitative analyses of immunoperoxidase reaction Ki-67 on NSCLC tissue sections Range of Ki-67positive cells (%) No. of tumors 0-2 13 3-5 7 6-10 6 10-20 6 Table 3 Variations of integrated optical density measurements (a) between iterative measurements of the same tissue section, (b) between sequential tissue sections of the same tumor, (c) between 6 nonconsecutive tissue sections of the same tumor, and (d) between tissue sections of different tumors. IODMean (A.U.) SD SD10cva4,525 153 1,547 3,800 9,111 2,393 x IO3 14,440 X IO3 83,010 x IO3 23,409 0.03b4,215 0.36c5,721 0.66d5,785 1.57 0 SD2, variance; CV, coefficient of variation. IOD ranged from 121 to 36,716 A. U. [5,785 ±9,111 (SD) A. U.]. Reproducibility of immunostaining quantitative analysis method was demonstrated by iterative measurements of the same slide (Table 3). Comparison of index of stained nuclear surface versus IOD showed a linear correlation (r = 0.98, P < 0.0001; Fig. 3) demonstrating the reliability of quantitative evaluation of Ki-67 immunostaining. Intratumoral IOD variability was evaluated in 25 tumors by analyzing 6 nonconsecutive tissue preparations. These addi tional measurements were done in all except two tumors which had more than 2% of Ki-67-positive cells and in 8 tumors which had less than 2% Ki-67-positive cells. For tumor specimens with less than 2% Ki-67-positive cells, the quantitative analysis showed no significant signal in all analyzed tumor tissue prep arations. For other tumors the procedure disclosed an intratumoral variation of IOD measurement done on 20 fields from each section. The magnitude of this heterogeneity varied from one tumor to the other with a higherlower IOD ratio ranging from 1.5 to 5 (Table 4). However, this intratumoral variation was 15 times lower than the variation between tumors with a highenlower mean IOD ratio of 75. Thus, mean IOD of Ki-67 immunostaining was used to classify tumors. 10000 20000 30000 40000 INTEGRATED OPTICAL DENSITY (ARBITRARY UNITS) Fig. 3. Quantitative analyses of Ki-67 immunostaining. Correlation of inte grated optical density to index of stained nuclear surface. Table 4 Intratumoral variation of integrated optical density measured on six nonconsecutive sections; samples taken from at least two different regions from 12 NSCLC Integrated optical density (A.LJ.) Case123456789101112HistologySQC"SQCSQCSQCSQCSQCSQCAdSQCSQCSQCSQCRange1 °SQC, squamous cell carcinoma; Ad. adenocarcinoma. 4384 Downloaded from cancerres.aacrjournals.org on June 15, 2017. © 1990 American Association for Cancer Research. GROWTH FRACTION AND PLOIDY OF NSCLC taking into account intratumoral variation of Ki-67 nuclear antigen expression; (¿>) hypodiploidy and multiploidy are fre According to DI, the DNA content histograms were classified quent abnormalities of DNA content; and (c) Ki-67 immuno as follows: type 1, 9 cases; type 2, 5 cases; type 3, 9 cases; type staining is significantly higher in hypodiploid and multiploid 4, 9 cases. The frequency distribution of tumors by DI is shown tumors and correlates to the percentage of hypodiploid cells. in Fig. 4; for multiploid tumors, DI of major aneuploid peak The study of cell kinetics has been proposed as a reliable was charted. The percentage of hypodiploid cells ranged from prognostic parameter in human neoplasms (7, 8, 25). Aneuplo0 to 72%. idy can predict short term survival in many solid tumors (9, 26-29) including lung cancer (10, 11, 30, 31). DNA content Correlations studies done by means of flow cytometry analysis of single-cell Quantitative Analysis of Ki-67 Immunostaining and Ploidy. suspension take into account thousands of cells. Static cytom The Ki-67 immunostaining varied significantly according to etry as used in this study only analyzes a few hundred cells. cell DNA histogram type. The mean IOD increased from type However, studies carried out in order to compare the two 1 to type 4 NSCLC specimens (P < 0.05, Kruskal-Wallis test; methods demonstrated the reliability of ploidy analysis using static cytometry (7). DI is used to determine aneuploidy and to Fig. 5). A relation of Ki-67 immunostaining to the percentage of define classes of histograms. Multiploid DNA content charac hypodiploid cells was found for the 19 NSCLC with >2% Ki- terizes tumors with more than one aneuploid subpopulation 67-positive cells. A correlation was demonstrated by quantita (7). For multiple myeloma, it has been suggested that multiploid tive comparison of the percentage of hypodiploid cells versus and hypodiploid DNA contents characterize a highly chemoindex of stained nuclear surface (rs = 0.47, P < 0.04; Fig. 6<z) resistent subset of the disease (32). Flow cytometry determina tion of S, Go. i, and M phase gives an evaluation of growth and comparison of percentage of hypodiploid cells versus IOD (rs = 0.49, P < 0.03; Fig. 60). fraction. However, it is very difficult to determine S phase by pTNM Status and Kinetic Parameters. The Ki-67 immuno means of static cytometry owing to the frequent overlap between the aneuploid tumor and diploid nonmalignant cell populations staining did not significantly vary according to the TNM stage. However, mean IOD observed for T3 tumor specimens was (33). Moreover it is not possible to differentiate malignant Gì cells from G0 cells. Thus the determination of growth fraction lower than mean IOD of TI and T2 tumor specimens, although this difference did not reach a significant level (respectively: needs other means to identify the proliferative cell fraction. 157 ±352, 2111 ±2795, and 5881 ±10263 A. U.; P < 0.1, The determination of tumor growth fraction may be a rele Kruskal-Wallis test). The frequency distribution of the DNA vant prognostic parameter and it gives information about stem content histogram type did not vary significantly according to cells. Because many works demonstrate the importance of stem pTNM staging (x2 1.54, d.f. 6, not significant; Table 5) or nodal cell destruction as the first aim of chemotherapy and radiation status (x2 1.79, d.f. 6, not significant; Table 6). therapy (13), cell kinetic determination may be considered as an important evaluation of surgically resected NSCLC. S phase determination using labeled index (34) or 5-bromodeoxyuridine DISCUSSION (35) need, respectively, tritiated thymidine pulse or incubation In this study, determination of growth fraction and ploidy in of single tumor cell suspension to incorporate labeled DNA NSCLC demonstrates that: (a) quantitative analysis of Ki-67 metabolites. 5-Bromodeoxyuridine evaluation of S phase gives important insight into growth fraction in humans (36). Other immunostaining is a reliable evaluation of growth fraction when methods have been developed to evaluate the cycling cells in a large number of fields are included in the measurements, the Gì,S, G2, and M phases of the cell cycle (18). Monoclonal antibody Ki-67 has been developed against a nuclear antigen expressed throughout the cell cycle (14). Some reserves have 9-em recently been made about whether or not the Ki-67 antigen is expressed by some G0 cells (37). However, Ki-67 immunostain ing provides an opportunity to analyze the proliferative cell 7-1V"3 fraction in frozen preserved tumor specimens (16). Quantitative analysis of Ki-67 immunostaining has been done previously in 6-<a(X«-, I1 breast cancer and various nonmalignant breast diseases (38). These authors found no significant intratumoral variation, ana B-oQJ II lyzing multiple preparations from the same specimen (38). In our study we used a computer-assisted image analysis I1 system to quantify the Ki-67 immunostaining. The reproduciDD bility of quantitative analysis was demonstrated by (a) linear IIII0,2 DD correlation of two parameters of measurement (IOD and index of stained nuclear surface) and (b) reproducibility of iterative DOB measurements of the same preparation. In order to detect intratumoral variation we studied nonconsecutive sections from B• R B ll1.2 U at least two regions of 25 of 32 tumors. This procedure dem onstrated heterogeneity of Ki-67 immunostaining, a result in accordance with previous studies suggesting that phenotypic 0.4 0.6 O.B 1•D2,8DNA 1,4 1.6 1.8 2 2.2 2.4 2,6 heterogeneity is a main feature of NSCLC (39-41). To take index into account this heterogeneity in Ki-67 immunostaining quanFig. 4. Frequency distribution of tumors by their DNA index. For multiploid titation, the mean IOD measured on 120 fields was calculated tumors (D), the DNA index of the main aneuploid peak is charted. •nearly diploid and (nonmultiploid) aneuploid tumors. for each preparation. We found that intratumoral variation of DNA Content Analysis *'1 3"tÃ-2-1-•II1 4385 Downloaded from cancerres.aacrjournals.org on June 15, 2017. © 1990 American Association for Cancer Research. GROWTH FRACTION 40000 AND PLOIDY OF NSCLC T -30000 ^QtfT(-p>=£°P < 0.05 -25000 -1 <0^LÜ20000 Fig. 5. Relation of quantitative analysis of Ki-67 immunostaining (IOD) to DNA content histogram types (statistical analysis by means of Kruskal-Wallis test). -10000-5000-05000 mo""LU1-35000 s: f 4 DNA CONTENT HISTOGRAM TYPES Rs - 0.47 p <0.04 Rs - 0.49 p <O.OJ U È ^ Õ Q(/) Fig. 6. Relation of quantitative analysis of Ki-67 immunostaining to the percentage of hypodiploid cells, a. comparison of index of stained nuclear surface versus percentage of hypodiploid cells; b. comparison of integrated optical density versus percentage of hypodip loid cells (Spearman rank-order correlation). f— O15 o< Qt UJ Q3 (J X LJ Q •% 0 20 40 60 % OF HYPODIPLOID Table 5 Distribution of DNA content histogram types according to pTNM stage" Stage Typel Type 2 Type 3 1-79 (Yates correction); not significant. Table 6 Frequency distribution of DNA content histogram types according to nodal status" 16 232TypeS61 43 'N,NjType 2 1Type " xj 1.54 (Yates correction); not significant. 20 40 % OF HYPODIPLOID 80 BO CELLS Clinical evaluation of NSCLC ploidy status disclosed a prog nostic significance of aneuploidy (10, 11). However, aneuploidy includes different ploidy abnormalities. In our study we found a significant increase of the Ki-67 antigen expression from single aneuploid tumors to multiploid tumors. It may be sug gested that a high growth fraction with numerous cells in the cell cycle increases the rate of ploidy abnormalities. Thus it may be of interest to analyze the predictive prognostic value of each subset of ploidy abnormalities. Growth fraction evaluated by quantitative Ki-67 immunostaining and ploidy may be con sidered as complementary prognostic parameters. Determina tion of each factor in surgically resected NSCLC specimens is possible and may be a useful tool for prognostic determination and adjuvant therapy. Type 4 I II IIIAandIV NodalstatusN» BO CELLS 0 33 2Type Ki-67 iniin linosi :iin ing is 15 times lower than variation between tumors. Thus, it may be possible to classify tumor specimens according to their Ki-67 antigen expression. There was no correlation with pTNM stage suggesting that the two parame ters were independent of each other. ACKNOWLEDGMENTS The authors wish to thank Joan Baissus for helping to prepare the manuscript. 4386 Downloaded from cancerres.aacrjournals.org on June 15, 2017. © 1990 American Association for Cancer Research. GROWTH FRACTION AND PLO1DY OF NSCLC REFERENCES 1. Mulshine, J. L., Glatstein, E., and Ruckdeschel. J. C. Treatment of nonsmall cell lung cancer. J. Clin. Oncol., 4: 1704-1715, 1986. 2. Gail, M. H., Eagan, R. T., Feld, R., Ginsberg, R., Goodell, B., Hill, L., Holmes, E. C., Lukeman, J. 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