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1.
Comparative analysis of different approaches to investigate cell kinetics   总被引:2,自引:0,他引:2  
The potential of different methods to investigate proliferative activity of cell populations was analysed for non-Hodgkin's lymphomas. Cells in S phase and all cycling cells were determined on cell suspensions obtained from fresh lymph node material by [3H]-thymidine autoradiography [( 3H]TdR LI), a monoclonal antibody to bromodeoxyuridine (BrdU LI), and the monoclonal antibody Ki67. A good correlation was observed between the values of [3H]TdR LI and BrdU LI (rs = 0.90; P less than 0.01), [3H]TdR LI and S phase (rs = 0.62; P less than 0.01) and [3H]TdR LI and Ki67 (rs = 0.64; P less than 0.01) in individual lymphomas. Using the median values obtained from the different approaches as cut-off points to define slowly and rapidly proliferating tumours, the best agreement was observed between [3H]TdR LI and BrdU LI (91%) and poorer agreements, even though statistically significant, were observed between [3H]TdR LI and S phase (73%) or Ki67 (76%). In conclusion, the kinetic information derived from different approaches was more or less concordant and newly proposed approaches should be directly and carefully verified for their prognostic relevance before using them as alternatives to conventional methods.  相似文献   

2.
The expression of mitosin, a novel proliferation-associated molecule was evaluated immunohistochemically in a consecutive series of 47 patients with primary intracranial benign and atypical meningiomas. Mitosin expression was correlated with proliferation markers Ki-67 (MIB-1), proliferating cell nuclear antigen (PCNA), topoisomerase IIalpha (TopoIIalpha) and mitotic index, as well as with standard clinicopathological parameters and patient outcome. Seven tumors recurred (14.8%) following gross total resection, within a follow-up period ranging from 21 to 108 months (median 60 months). The higher proliferation indices were obtained with mitosin and PCNA and the lower ones with TopoIIalpha. Mitosin labeling index (LI) ranged from 0.1 to 57% (median 3%), with a significant overlapping of values between grades. A significant positive correlation was shown between mitosin LI on the one hand and Ki-67 LI (p < 0.001), or the mitotic index (p = 0.027) on the other. The incidence of recurrence was higher in cases with a mitosin LI higher than 3% (p = 0.048). Univariate analysis disclosed mitosin LI (p = 0.033) along with the mitotic index (p = 0.024) and tumor size (p = 0.028) as significant predictors of shortened recurrence-free survival. In multivariate analysis, the labeling indices of mitosin (p = 0.035) and Ki-67 (p = 0.032), along with tumor size, were shown to provide independent prognostic information, beyond that obtained by standard clinical and pathological parameters. However, as indicated by factor analysis, the prognostic information yielded by mitosin was superior to that provided by the remaining proliferation markers (p = 0.041). We conclude that mitosin immunohistochemical expression, although failing to discriminate between benign and atypical meningiomas, may be of use as a novel cell proliferation marker and as a predictor of tumor recurrence.  相似文献   

3.
Abstract. The potential of different methods to investigate proliferative activity of cell populations was analysed for non-Hodgkin's lymphomas. Cells in S phase and all cycling cells were determined on cell suspensions obtained from fresh lymph node material by [3H]-thymidine autoradiography ([3H]TdR LI), a monoclonal antibody to bromodeoxyuridine (BrdU LI), and the monoclonal antibody Ki67. A good correlation was observed between the values of [3H]TdR LI and BrdU LI ( r s= 0.90; P < 0.01), [3H]TdR LI and S phase ( r s= 0.62; P < 0.01) and [3H]TdR LI and Ki67 ( r s= 0.64; P < 0.01) in individual lymphomas. Using the median values obtained from the different approaches as cut-off points to define slowly and rapidly proliferating tumours, the best agreement was observed between [3H]TdR LI and BrdU LI (91%) and poorer agreements, even though statistically significant, were observed between [3H]TdR LI and S phase (73%) or Ki67 (76%). In conclusion, the kinetic information derived from different approaches was more or less concordant and newly proposed approaches should be directly and carefully verified for their prognostic relevance before using them as alternatives to conventional methods.  相似文献   

4.
The portion of cells in S phase has proved to be a valuable prognostic indicator of early relapse and life expectancy, particularly in breast carcinoma. Comparisons of published data on samples of primary breast carcinoma biopsies showed that the values obtained by analyses of flow cytometric DNA distributions were generally higher than those of determinations based on the tritiated thymidine (3H-ThdR) labeling index (LI). Flow cytometric DNA analyses of 328 biopsy samples of primary breast carcinomas revealed that these differences could be explained by varying contributions of debris background. Since this influence is inversely proportional to the cell counts in each channel, it may cause considerable errors, particularly in the S phase channels, which normally contain the lowest counts of the DNA distributions. Two different mathematical rationales were tested in order to separate DNA distributions from the debris superimposition. No appreciable differences were found with respect to the essential results. After appropriate subtraction of the background levels, the previously reported discrepancies between cytometrically determined S phase portions and 3H-ThdR LI values disappeared, and good agreement was achieved for the comparable tumor samples of the present study. In conclusion, debris background subtractions should generally precede the DNA histogram analyses, particularly of solid tumors, in order to obtain reliable S phase values.  相似文献   

5.
The aim of the present study was to ascertain the relationship between the level of RB1 mRNA and the expression of phosphorylated RB protein and the relevance of these two parameters in cancer cell proliferation and clinical outcome in human breast cancer. Sixty-eight primary human breast cancers were considered. The amount of RB1 mRNA was evaluated by quantitative RT-PCR analysis. The level of RB phosphorylation was immunohistochemical defined by measuring the phosphorylated (pp) RB labelling index (LI). Cell proliferation rate was measured by calculating the Ki67 LI. No relation was found between the RB1 mRNA level and the ppRB LI (p=0.565). Both RB1 mRNA value and ppRB LI were related (in an inverse and direct manner, respectively) to Ki67 LI. RB1 mRNA expression was more strictly associated with KI67 LI (p=0.001) than the ppRB LI (p=0.013). Regarding the patient clinical outcome, the separately considered RB parameters did not reach the prognostic significance. However, patients with low RB1 mRNA quantity and patients with high ppRB LI, taken together, had a significantly shorter disease free and overall survival than the group comprehending patients with high RB1 mRNA value and low ppRB LI, and this despite the low number of patients considered. Our results demonstrated that the ppRB LI was independent of the RB1 mRNA level; that both RB parameters are related to the cell proliferation rate and, if collectively considered, have a high informative value on breast tumour prognosis.  相似文献   

6.
BACKGOUND: Epithelial cell proliferation activity has been reported both to be unaltered and increased in Helicobacter pylori (H. pylori) associated chronic gastritis. The proliferation rate decreased following H. pylori eradication, but results are controversial whether this change is dependent on the success of eradication. We compared the cell proliferation activity of H. pylori positive and negative gastric epithelial biopsies in chronic gastritis with and without intestinal metaplasia (IM) and gastric cancer by the expression of proliferation cell nuclear antigen (PCNA) and Tv image cytometry, and assessed the effect of H. pylori eradication on the cell proliferation rate in the gastric epithelium. METHODS: Brush smears and antral biopsies were taken from 70 patients (42 men, 28 women, mean age 58+/-15 y.o.) on routine endoscopy. Patients were divided into four groups according to the histology; normal epithelia (n = 10), chronic gastritis without IM (n = 24), chronic gastritis with IM (n = 20), and gastric carcinoma (n = 16). Thirty-three patients were H. pylori positive, and success of eradication was controlled in 24 cases. Cell proliferation was measured by immunohistochemistry using PCNA labeling index (LI) and by Tv image cytometry evaluating 12 morpho- and densitometric parameters of each nuclei and 6 additional parameters of each smear. RESULTS: PCNA LI, DNA index and S + G2 ratio were all higher in chronic gastritis than in the normal epithelium, and were further increased in carcinoma. The lower PCNA LI observed in chronic gastritis with IM corresponds to the lower S phase ratio determined by Tv image analysis. In H. pylori positive cases, the proliferation activity was 69.3+/-13.05% prior to the eradication and it decreased to 55.8+/-23.31% after the successful eradication therapy. When immunohistochemistry was compared with Tv image cytometry, PCNA LI significantly correlated with the percentage of cells in GL phase (r = -0.415) and S phase (r = 0.385), Integrated Optical Density mean (r = 0.598), density maximum (r'= 0.608), surface (r = 0.670), layers (r = 0.638), diameter minimum (r = 0.619), diameter maximum (r = 0.730) and perimeter (r = 0.501), respectively (p < 0.05). CONCLUSIONS: Epithelial cell turnover is increased in chronic gastritis with or without IM, and in gastric carcinoma. The lower PCNA LI observed in chronic gastritis with IM corresponds to the lower S phase ratio determined by Tv image analysis. Cell proliferation decreases after successful H. pylori eradication. Both methods proved to be reliable for the determination of epithelial cell proliferation.  相似文献   

7.
Recent data challenge the relevance of the RB pathway to cancer based on RB inactivation, at least in breast tumors. To obtain information on the actual role of the components of the RB pathway in tumor progression we decided to investigate whether their quantitative changes were associated with variations in the level of RB phosphorylation in human breast cancer. A series of 68 human primary breast carcinomas was studied. Five cases were excluded from the study due to their lack of RB expression. In the remaining 63 cases the expression of cyclin D1, cdk4, cyclin E, and INK4a mRNA was assessed by real-time RT-PCR. The level of RB phosphorylated protein (ppRB) and p27 expression was immunohistochemically analyzed by measuring the percentage of stained cells (labeling index, LI). Cell proliferation rate was measured by Ki67 LI evaluation. The ppRB LI ranged from 5.2 to 73.8 and, as expected, was strongly related to the Ki67 LI (r=0.80; p<0.001). The expression of cyclin D1 mRNA, expressed in arbitrary units (a. u.), ranged from 1.15 to 123.0 and was inversely related to the ppRB LI (p=0.021) and Ki67 LI (p<0.001). Neither the cdk4 (range from 0.07 to 1.13 a. u.) nor the cyclin E (range from 0.13 to 9.27 a. u.) mRNA expression was significantly associated with the ppRB LI (p=0.962 and p=0.103, respectively). Cyclin E was related to Ki67 LI (p=0.022). Both INK4a mRNA (range from 0.01 to 0.60 a. u.) and p27 (LI from 0.0 to 73.1) values were inversely related to the ppRB LI (p=0.022 and p=0.014, respectively). Cyclin D1, cdk4, and cyclin E mRNA expressions were not significantly related to one another. In human primary breast cancers, the expression levels of the factors known to facilitate the cell cycle progression by RB protein phosphorylation were not positively related to ppRB-LI. Pathological increases of cyclin D, cdk4, and cyclin E are very likely associated with other biological functions other than their well-established action on cell cycle progression.  相似文献   

8.
OBJECTIVE: To investigate the relationship between angiogenesis, apoptosis and cell proliferation in invasive ductal carcinoma of the breast and their relation to tumor behavior. STUDY DESIGN: Microvessels were immunohistochemically labeled with antibody to CD34 in sections from 82 cases of invasive ductal carcinoma. Computerized image analysis was used to evaluate microvessel density (MVD). The authors measured the apoptotic index (AI) using the terminal deoxynucleotidyl transferase (TdT)-mediated dUTP nick-end labeling technique and proliferating cell nuclear antigen labeling index (PCNA LI) by PCNA immunohistochemistry on serial sections. RESULTS: Statistical analysis revealed a significant inverse correlation between MVD and AI (r = -.313, P = .004) and failed to find a significant correlation between MVD and PCNA LI. There was a significant positive correlation between AI and PCNA LI (r = .393, P = .000). Significant differences in AI between high MVD (> or = 59.9%) and low MVD (< 59.9%) were seen (P < .001), with no appreciable differences in PCNA LI between the two groups. Histologic grade and stage were the only independent prognostic factors in both disease-free and overall survival. CONCLUSION: Angiogenesis in breast cancer may be related to the ability of tumor cells to survive rather than to their proliferative activity. Apoptosis is related to cell proliferation in breast cancer.  相似文献   

9.
Abstract. The adult newt blastema cell-cycle time (cct) was measured by the percentage of labeled mitoses (PLM) method at the early-bud and mid-bud stages and was found to be 42.9 and 42.7 h, respectively. At both stages, the DNA synthetic phase (S) occupied the majority (75%) of the cct. However, the blastema labeling index (LI) after a 2-h pulse of 3H-thymidine was less than 30% i.e., considerably less than predicted from the ratio of the duration of S over the cct. Compared to that of controls, the PLM plot for partially denervated blastemas exhibited a coincident and equal-sized first peak of labeled mitoses and a coincident but smaller second peak of labeled mitoses. After 24 h of continuous labeling, the LI of control blastemas reached 53%, whereas the LIs of partially denervated and completely denervated blastemas reached only 33% and 20%, respectively. These results are consistent with the view that many cells of adult newt blastemas are not actively progressing through the cell cycle and that the number of noncycling cells is increased by partial or complete denervation. The noncycling cells are probably in the G1 phase of the cell cycle.  相似文献   

10.
Cell kinetics of human tumors by in vitro bromodeoxyuridine labeling   总被引:4,自引:0,他引:4  
We labeled active S-phase cells in primary breast carcinomas with a modified 5-bromo-2'-deoxyuridine (BrdU) procedure using a silver-enhanced colloidal gold visualization step. Separate samples of 29 tumors were labeled with BrdU or tritiated thymidine ([3H]-dThd), and the labeling indices (LI) from the two methods were equivalent (Spearman's correlation coefficient = 0.96). Three breast carcinomas were incubated in various mixes of both BrdU and [3H]-dThd and developed sequentially for each. Paired photomicrographs showed that the same nuclei were labeled by either precursor. The in vitro method yielded LIs similar to those reported after in vivo pulse BrdU labeling for tumors of the central nervous system. The BrdU LI correlated significantly (r = 0.76, p less than 0.001) with % S-phase by DNA flow cytometry in 33 breast carcinomas. The BrdU labeling method is simpler and more rapid than the [3H]-dThd procedure (1-2 days for completion for the former, 7-10 days for the latter), and it provides an equivalent measurement of proliferative index.  相似文献   

11.
12.
Pope B  Brown R  Gibson J  Joshua D 《Cytometry》1999,38(6):286-292
The bone marrow plasma cell labeling index is the most important prognostic indicator for patients with multiple myeloma. Traditionally, this test has been performed as a two color immunofluorescent microscope technique which is time consuming and requires a degree of subjectivity in its interpretation. We have assessed various adaptations of this method to flow cytometry. A bromodeoxyuridine method has been compared with a propidium iodide DNA method to detect cells in S phase and CD38-FITC has been compared with CD38-FITC + CD138-FITC and CD38-biotin + streptavidin FITC to identify plasma cells. The mean channel fluorescent intensity of the plasma cell peaks for each of these markers was 12. 7, 17.4 and 35.3 respectively demonstrating the superiority of CD38-biotin + streptavidin FITC. Analysis after propidium iodide staining provided a good correlation with the slide technique (r = 0. 71; P < 0.0001) but the bromodeoxyuridine method did not correlate with the slide method (r = 0.09; P = NS). The labeling index values obtained from either of the flow methods were greater than the microscopic method. Thus a labeling index of >4% will replace the traditional >1% threshold for identifying patients with a significantly increased labeling index. The advantages of the new method are that it takes less time to perform, is more objective and provides additional data on ploidy and cell cycle status.  相似文献   

13.
Recent flow cytometric (FCM) studies have indicated the prognostic value of S-phase cells (SPF) in lung cancer. More refined cytokinetic analysis can be obtained by dual-parameter FCM, labeling S-phase cells with 5-bromodeoxyuridine (BrdUrd), which can be detected using a monoclonal antibody (MoAb) to BrdUrd. Tumor cells obtained through bronchoscopic brush were incubated for 1 hr in RPMI 1640 medium with 10% fetal calf serum and 10 microM BrdUrd. After fixation in ethanol, pepsin treatment, and DNA denaturation, the nuclei were stained with anti-BrdUrd MoAb and propidium iodide. From 14 of 20 patients, sufficient material was obtained (three adenocarcinoma and seven squamous cell, one giant cell, and three small cell carcinoma). The measured SPF ranged from 5.2% to 26%. The labeling index (LI), calculated as the ratio of the number of BrdUrd-labeled cells to the total number of aneuploid cells, or diploid cells in the case of a diploid tumor, ranged from 1.2% to 16.7%; LI and SPF correlated significantly (r = 0.69). In this study, we have demonstrated the feasibility of determining the actively DNA-synthesizing cells on brush material from lung cancer cells. In addition, some extra information can be obtained about the SPF population, including the fraction of unlabeled SPF, which could be of prognostic significance.  相似文献   

14.
Epidermal growth factor receptor (EGFR) is one of signalling pathways activated during premalignant proliferative changes in the airway epithelium. However there is no agreement about prognostic significance of EGFR expression in non-small cell lung cancer (NSCLC). Facts mentioned above prompted us to study EGFR expression in the group of 78 surgically treated squamous cell lung cancer (SqCLC) patients. The EGFR expression was visualized in formalin-fixed, paraffin-embedded sections, using immunohistochemistry. Three methods of assessment of EGFR expression were applied: percentage of cells with membranous EGFR expression--EGFR labellig index (EGFR LI), percentage of fields with membranous EGFR staining (PS%) and staining intensity (absent, weak or strong) in the whole specimen (SI). Mean EGFR LI and PS% values were 30.4 +/- 3.5% and 51.6 +/- 3.9%, respectively. Patients with higher EGFR expression (EGFR LI, PS%, SI) were significantly younger than those with low EGFR expression. EGFR LI was higher in pT3 tumours than in pT1+pT2 tumours, moreover, EGFR expression (EGFR LI, PS%, SI) was significantly higher in G1+G2 tumours than in G3 tumours. There were significant correlations between parameters used for assessment of EGFR expression. PS% < or = 50 indicated shorter disease-specific survival than PS% > 50. However, patients with tumours with both very low and very high EGFR LI (13% > or = EGFR LI > 80%) showed significantly shorter survival than those with medium EGFR LI (13% < GFR LI < or = 80%). Additionally, pTNM and pN significantly influenced patients' survival. In multivariate analysis, EGFR LI and pTNM were independent prognostic parameters influencing disease-specific survival of patients.  相似文献   

15.
Propidium iodide (PI) DNA distribution of bone marrow (BM) cells was studied by flow cytometry (FCM) in 36 patients without hematologic or malignant disease (normal BM) and in 172 patients with anemias (36 pts), myelodysplastic syndromes (MDS) (33 pts) and acute leukemia (AL) at diagnosis (60 pts), remission (24 pts) and relapse (19 pts). White blood cells from normal male subjects were used as an external diploid reference standard (median CV = 3.8). Patients with normal BM, anemias, MDS and acute leukemia at diagnosis had tritiated thymidine labeling index (LI) and most with MDS and AL had also evaluable cytogenetics performed on the same BM sample used for FCM. In normal BM, median aliquot of cells with PI-DNA content intermediate between the diploid and the tetraploid value (2n-4n cells %) was 15.7. The ratio between the fluorescence intensity of the G0/1 peak of normal BM cells and the fluorescence intensity of the G0/1 peak of the reference standard (FI ratio) ranged from 93 to 1.05 (mean +/- 2SD). The 2n-4n cell % was higher than normal in anemias (p less than .001), lower in leukemias (p less than .001) and widely scattered in MDS. A linear correlation was found between 2n-4n cell % and LI, with 2n-4n cell % value higher than LI. The FI ratio was lower than normal in anemias (p less than .05), higher in AL with normal cytogenetics (p less than .02) and broadly scattered in MDS with normal cytogenetics. From our experience, PI-DNA-FCM is a simple and adequate method to evaluate proliferative activity in hematologic diseases. Nevertheless, caution must be taken in attributing small changes in FI ratio to aneuploidy, since they are found in anemias and in MDS and AL with normal cytogenetics, possibly due to differences in PI uptake by different cell types.  相似文献   

16.
The reliability of DNA histogram analysis in accurately estimating S-phase cells from human tumors was tested by comparing the results to those of simultaneously obtained tritiated thymidine labeling index (LI) studies. Patients with chronic myelocytic leukemia (CML) during chronic phase were selected for study because the Philadelphia chromosome (Ph) was the only cytogenetic abnormality in each case and, since it is a balanced translocation, the frequently encountered problem of aneuploidy in human neoplastic cells was avoided. Unfortunately, when 30 CML patients were studied simultaneously by DNA histogram analysis and LI studies, the correlation coefficient between the two results was only r = 0.611. A comparison of three different mathematical programs for DNA histogram analysis showed that none was completely satisfactory. We conclude that DNA histogram analysis does not provide the same data as autoradiographically processed labeling index studies even in patients with Ph-positive CML during the chronic phase when the situation is not complicated by additional aneuploidy.  相似文献   

17.
An increased number of interphasic nucleolar organizer regions containing ribosomal cistrons associated with argyrophilic proteins (AgNORs) has been described in human malignant tumor cells. In this study variations in AgNOR numbers have been compared with changes of cell kinetics, evaluated by the mitotic count (MC) and bromodeoxyuridine labeling index (BrdU LI), during gastric carcinogenesis induced with N-methyl-N'-nitro-N-nitrosoguanidine (NG) in rats. Significant differences (2 P < 0.005) in AgNOR mean numbers, evaluated in the antral isthmic cells, in MC mean values and BrdU LI, evaluated in the whole antral cellular population, were found when comparing areas of acute gastritis, atrophy and hyperplasia in NG-treated rats with the normal mucosa in controls. No differences were observed in MC and BrdU LI between normal antrum and carcinoma cells which showed an AgNORs mean number lower than in the isthmic cells of controls (2 P < 0.005). Moreover, significant correlations were found comparing changes in AgNOR numbers with MC (r = 0.89, P < 0.001) and BrdU LI (r = 0.66, P < 0.001) in different lesions. These data show that evaluation of AgNOR numbers does not allow the identification of malignant cells in NG-induced gastric carcinoma. However AgNOR quantification seems to be a reliable index of cell kinetics and related well with the cellular dividing fraction.  相似文献   

18.
The relation between the proliferative activity and morphologic features according to Rappaport and Kiel classifications and the Working Formulation (WF) was analyzed in a series of 123 adult patients with non-Hodgkin lymphomas. Cell kinetics was determined as in vitro 3H-thymidine labelling index (LI). A significant association was observed between low LI and follicular histology or low grade of the WF, as well as between high LI and high-grade of malignancy of the Kiel and WF. The analysis of the clinical relevance of cell kinetics on objective response to treatment showed a higher frequency (91%) of complete remission in the tumors with low proliferative activity versus tumors with high proliferative activity (48%) (p = 0.00003). Moreover, cell kinetics proved to be and important indicator of 6-year survival on the whole population of patients (66% for slowly vs 18% for fast-proliferating tumors; p less than 10(-9)) and a further discriminant within diffuse histology (68% vs 9%; p less than 0.0001), low-grade malignancy according to the Kiel (64% vs 15%; p less than 10(-8)) and low (64% vs 28%; p less than 0.005) and intermediate grades of the WF (68% vs 9%; p less than 0.0001).  相似文献   

19.
Concurrent assays of labeling index (LI) and estrogen receptors (ER) have been performed in 64 human breast cancers. The dipping method of autoradiography has been used for measurements of LI. The LI values are given as a number per hundred of cell nuclei labeled by tritiated thymidine. ER levels were determined by dextran-coated charcoal method followed by Scatchard analysis, and expressed in femtomoles per milligram of cytosol protein. Tumours with ER greater than or equal to 28 fmol/mg were demonstrating a low LI (less than 2.3%) and come all from patients of age over 50 years. LI and ER values have been compared with clinical data. The best clinical outcome have been found among patients with low LI values (less than 2.3%). Patients with borderline ER values (3 fmol/mg less than ER less than 28 fmol/mg) showed a satisfactory clinical outcome in 88% of cases when LI less than 2.3% and 57% of cases when LI greater than or equal to 2.3%.  相似文献   

20.
The aim of this study was to predict Ki-67 labeling index (LI) preoperatively by three-dimensional (3D) CT image parameters for pathologic assessment of GGO nodules. Diameter, total volume (TV), the maximum CT number (MAX), average CT number (AVG) and standard deviation of CT number within the whole GGO nodule (STD) were measured by 3D CT workstation. By detection of immunohistochemistry and Image Software Pro Plus 6.0, different Ki-67 LI were measured and statistically analyzed among preinvasive adenocarcinoma (PIA), minimally invasive adenocarcinoma (MIA) and invasive adenocarcinoma (IAC). Receiver operating characteristic (ROC) curve, Spearman correlation analysis and multiple linear regression analysis with cross-validation were performed to further research a quantitative correlation between Ki-67 labeling index and radiological parameters. Diameter, TV, MAX, AVG and STD increased along with PIA, MIA and IAC significantly and consecutively. In the multiple linear regression model by a stepwise way, we obtained an equation: prediction of Ki-67 LI=0.022*STD+0.001* TV+2.137 (R=0.595, R’s square=0.354, p<0.001), which can predict Ki-67 LI as a proliferative marker preoperatively. Diameter, TV, MAX, AVG and STD could discriminate pathologic categories of GGO nodules significantly. Ki-67 LI of early lung adenocarcinoma presenting GGO can be predicted by radiologic parameters based on 3D CT for differential diagnosis.  相似文献   

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