1 Partea generală

2 Partea specială

2.1 Introducere

2.1.1 Obiective

2.2 Material și metode

2.2.1 Analiza statistică a datelor

Pentru descrierea variabilelor cantitative am folosit histograme și am calculat mediile aritmetice ± deviația standard (DS) [cu intervalul de încredere (IC) 95%], precum și valorile extreme și mediane. Pentru variabilele calitative, am folosit pie-uri sau bar-chart-uri și am calculat frecvențele absolute și relative ale categoriilor formate.

Pentru a studia relațiile dintre variabilele cantitative și cele calitative, am folosit testele T și Mann-Whitney (MW) dacă acestea au fost binare, respectiv ANOVA dacă acestea au avut mai multe categorii. Am prezentat valorile p generate de aceste teste precum și mediile ± DS ale grupurilor și diferența mediilor cu IC95% asociat. Am prezentat grafic rezultatele sub forma unor box-plot-uri. Pentru a studia relațiile dintre variabilele cantitative am folosit coeficientul de corelație Spearman (R), cu valoarea p asociata și am prezentat grafic relațiile sub forma unor scatter-plot-uri pe care am adăugat linia de regresie cu IC95%. Pentru a descrie relațiile dintre variabilele calitative am folosit testul Chi2 sau Fisher și indicatorii Cramer phi sau V și Odds-Ratio (OR) / Risc relativ (RR) cu IC95%. Am prezentat grafic rezultatele sub forma unor bar-chart-uri.

Am folosit Microsot Excel 2016 pentru managementul bazei de date. Pentru toate analizele statistice și graficele ulterioare am folosit R 3.6.0 [1]. Am considerat p < 0.05 ca fiind semnificativ statistic și p < 0.1 ca prezentând doar o tendință spre semnificativitate statistică.

2.3 Rezultate

2.3.1 Harta

[1] TRUE Shapefile type: Polygon, (5), # of Shapes: 1522 Shapefile type: Polygon, (5), # of Shapes: 1522

Figura 1: Distribuția geografică a cazurilor

2.3.2 Varsta (tabele)

Tabel 1: Descrierea caracteristicilor pacientilor in raport cu varsta.

Subset

N

Media ±SD

Med (Min:Max)

Grup: Vârsta (ani) (Shapiro-Wilk normality test: p<0.001)

(total)

129 (100.0%)

47.29 ±13.5

44.0 (22.0:82.0)

Grup: Diagnostic (Kruskal-Wallis rank sum test: p<0.001)

Leiomiom

69 (53.5%)

40.91 ±8.5

41.0 (22.0:65.0)

Leiomiosarcom

29 (22.5%)

60.10 ±10.6

61.0 (39.0:82.0)

Sarcom stromal endometrial

31 (24.0%)

49.52 ±15.8

45.0 (29.0:79.0)

Grup: Malignitate (Wilcoxon rank sum test with continuity correction: p<0.001)

malign

60 (46.5%)

54.63 ±14.4

53.0 (29.0:82.0)

benign

69 (53.5%)

40.91 ±8.5

41.0 (22.0:65.0)

Grup: Metoda de detecție (Kruskal-Wallis rank sum test: p=0.023)

histerectomie

100 (77.5%)

49.12 ±14.0

46.5 (22.0:82.0)

histeroscopie

8 (6.2%)

39.25 ±7.5

41.5 (22.0:45.0)

miomectomie

21 (16.3%)

41.67 ±9.6

41.0 (27.0:64.0)

Tabel 2: Descrierea caracteristicilor pacientilor in raport cu varsta.

Subset

N

Media ±SD

Med (Min:Max)

Grup: Vârsta (ani) (Shapiro-Wilk normality test: p<0.001)

(total)

129 (100.0%)

47.29 ±13.5

44.0 (22.0:82.0)

Grup: Județ (Kruskal-Wallis rank sum test: p=0.764)

AB

4 (3.1%)

40.50 ±9.8

44.0 (26.0:48.0)

BC

1 (0.8%)

48.00 ±NA

48.0 (48.0:48.0)

BH

6 (4.7%)

55.17 ±17.7

47.5 (38.0:78.0)

BN

10 (7.8%)

39.90 ±15.5

35.5 (22.0:73.0)

BT

1 (0.8%)

45.00 ±NA

45.0 (45.0:45.0)

BV

2 (1.6%)

66.50 ±4.9

66.5 (63.0:70.0)

CJ

63 (48.8%)

46.70 ±13.1

43.0 (29.0:79.0)

GJ

3 (2.3%)

52.67 ±14.7

58.0 (36.0:64.0)

GL

1 (0.8%)

52.00 ±NA

52.0 (52.0:52.0)

HD

6 (4.7%)

54.00 ±15.6

46.0 (43.0:82.0)

MH

1 (0.8%)

44.00 ±NA

44.0 (44.0:44.0)

MM

7 (5.4%)

47.00 ±10.6

48.0 (31.0:65.0)

MS

2 (1.6%)

36.00 ±19.8

36.0 (22.0:50.0)

NT

2 (1.6%)

53.00 ±22.6

53.0 (37.0:69.0)

SB

1 (0.8%)

39.00 ±NA

39.0 (39.0:39.0)

SJ

7 (5.4%)

47.71 ±13.5

42.0 (32.0:68.0)

SM

7 (5.4%)

50.43 ±13.3

46.0 (40.0:77.0)

SV

3 (2.3%)

50.00 ±13.0

50.0 (37.0:63.0)

TM

1 (0.8%)

39.00 ±NA

39.0 (39.0:39.0)

VL

1 (0.8%)

41.00 ±NA

41.0 (41.0:41.0)

Tabel 3: Descrierea caracteristicilor pacientilor in raport cu varsta.

Subset

N

Media ±SD

Med (Min:Max)

Grup: Vârsta (ani) (Shapiro-Wilk normality test: p<0.001)

(total)

129 (100.0%)

47.29 ±13.5

44.0 (22.0:82.0)

Grup: Hemoragii (Wilcoxon rank sum test with continuity correction: p<0.001)

da

76 (58.9%)

51.79 ±14.3

50.5 (26.0:82.0)

nu

53 (41.1%)

40.85 ±9.0

41.0 (22.0:65.0)

Grup: Necroză (Wilcoxon rank sum test with continuity correction: p<0.001)

da

75 (58.1%)

51.73 ±14.5

51.0 (26.0:82.0)

nu

54 (41.9%)

41.13 ±8.9

41.5 (22.0:65.0)

Grup: Atipii (Wilcoxon rank sum test with continuity correction: p<0.001)

da

61 (47.3%)

54.46 ±14.4

53.0 (29.0:82.0)

nu

68 (52.7%)

40.87 ±8.6

41.0 (22.0:65.0)

Tabel 4: Descrierea caracteristicilor pacientilor in raport cu varsta.

Subset

N

Media ±SD

Med (Min:Max)

Grup: Vârsta (ani) (Shapiro-Wilk normality test: p<0.001)

(total)

129 (100.0%)

47.29 ±13.5

44.0 (22.0:82.0)

Grup: Localizare (Kruskal-Wallis rank sum test: p=0.357)

intramural

81 (62.8%)

47.90 ±13.6

45.0 (22.0:82.0)

corp uterin

30 (23.3%)

48.53 ±15.1

44.5 (29.0:78.0)

submucos

10 (7.8%)

39.60 ±7.5

40.5 (22.0:50.0)

subseros

8 (6.2%)

46.12 ±9.9

44.5 (34.0:59.0)

Grup: Mutiple/unice (Wilcoxon rank sum test with continuity correction: p=0.030)

multiple

47 (36.4%)

43.02 ±8.5

43.0 (22.0:65.0)

unice

82 (63.6%)

49.74 ±15.2

48.0 (22.0:82.0)

Tabel 5: Descrierea caracteristicilor pacientilor in raport cu varsta.

Subset

N

Media ±SD

Med (Min:Max)

Grup: Vârsta (ani) (Shapiro-Wilk normality test: p<0.001)

(total)

129 (100.0%)

47.29 ±13.5

44.0 (22.0:82.0)

Grup: Markeri imunohistochimici (Wilcoxon rank sum test with continuity correction: p=0.164)

da

33 (25.6%)

50.21 ±14.2

50.0 (29.0:79.0)

nu

96 (74.4%)

46.29 ±13.2

44.0 (22.0:82.0)

2.3.3 Malignitate

Vârsta pacienților (N=129) a avut valori între 22 și 82 ani (mediana: 44) cu o medie de 47.29 ±13.5 ani. Vârsta pacienților cu Malignitate: malign (N=60, 46.5%) a avut valori între 29 și 82 ani (mediana: 53) cu o medie de 54.63 ±14.4 ani. Vârsta pacienților cu Malignitate: benign (N=69, 53.5%) a avut valori între 22 și 65 ani (mediana: 41) cu o medie de 40.91 ±8.52 ani. Această diferență de 13.7 ani a fost semnificativă statistic (p<0.001) conform testului Mann-Whitney.

Figura  1: Distribuția pacienților în funcție de Malignitate.

Figura  2: Histograma varstei pacienților, in functie de malignitatea tumorii (| media, ¦ mediana).

2.3.4 Diagnostic

Figura  3: Distribuția pacienților în funcție de Diagnostic.

Figura 4: Distriutia pacientilor in functie de Diagnostic.

Figura 5: Histograma varstei pacienților, in functie de diagnostic (| media, ¦ mediana).

2.3.5 Metoda de detectie

Figura 6: Distriutia pacientilor in functie de Metoda de detectie.

Figura 7: Histograma varstei pacienților, in functie de Metoda de detecție (| media, ¦ mediana).

2.3.6 Localizare

Figura 8: Distriutia pacientilor in functie de Localizare.

Figura 9: Histograma varstei pacienților, in functie de Localizarea tumorii (| media, ¦ mediana).

2.3.7 Nr. leziuni

Figura  10: Distribuția pacienților în funcție de Mutiple/unice.

Figura 11: Histograma varstei pacienților, in funcție de numărul de leziuni (| media, ¦ mediana).

2.3.8 IHC

Figura  12: Distribuția pacienților în funcție de Efectuarea IHC.

Figura 13: Histograma varstei pacienților, în funcție de efectuarea IHC (| media, ¦ mediana).

Figura 14: IHC.



Figura  15: Distribuția pacienților în funcție de CD10.



Figura  16: Distribuția pacienților în funcție de p53.



Figura  17: Distribuția pacienților în funcție de Ki 67.



Figura  18: Distribuția pacienților în funcție de CK AE1/AE3.



Figura  19: Distribuția pacienților în funcție de SMA.



Figura  20: Distribuția pacienților în funcție de RE, RP.



Figura  21: Distribuția pacienților în funcție de CEA.



Figura  22: Distribuția pacienților în funcție de CA125.



Figura  23: Distribuția pacienților în funcție de S100, HMB45, Actina.

2.3.9 Dimensiunea

Tabel 6: Descrierea caracteristicilor pacientilor in raport cu dimesniunea tumorii.

Subset

N

Media ±SD

Med (Min:Max)

Grup: Dimensiune (cm) (Shapiro-Wilk normality test: p<0.001)

(total)

98 (100.0%)

7.44 ±5.1

6.0 (0.5:29.0)

Grup: Diagnostic (Kruskal-Wallis rank sum test: p<0.001)

Leiomiom

69 (70.4%)

5.02 ±2.5

4.2 (0.5:12.5)

Leiomiosarcom

29 (29.6%)

13.21 ±5.1

14.0 (6.0:29.0)

Sarcom stromal endometrial

0 (0.0%)

NaN ±NA

NA (Inf:-Inf)

Grup: Malignitate (Wilcoxon rank sum test with continuity correction: p<0.001)

malign

29 (29.6%)

13.21 ±5.1

14.0 (6.0:29.0)

benign

69 (70.4%)

5.02 ±2.5

4.2 (0.5:12.5)

Grup: Metoda de detecție (Kruskal-Wallis rank sum test: p=0.540)

histerectomie

70 (71.4%)

8.08 ±5.8

6.5 (0.5:29.0)

histeroscopie

8 (8.2%)

5.94 ±2.2

5.5 (3.0:9.0)

miomectomie

20 (20.4%)

5.80 ±2.2

5.8 (3.0:10.5)

Tabel 2: Descrierea caracteristicilor pacientilor in raport cu varsta.

Subset

N

Media ±SD

Med (Min:Max)

Grup: Dimensiune (cm) (Shapiro-Wilk normality test: p<0.001)

(total)

98 (100.0%)

7.44 ±5.1

6.0 (0.5:29.0)

Grup: Județ (Kruskal-Wallis rank sum test: p=0.220)

AB

4 (4.1%)

5.62 ±1.8

5.2 (4.0:8.0)

BC

1 (1.0%)

10.00 ±NA

10.0 (10.0:10.0)

BH

5 (5.1%)

4.53 ±1.3

4.0 (3.0:6.0)

BN

8 (8.2%)

6.62 ±4.1

5.2 (3.0:16.0)

BT

0 (0.0%)

NaN ±NA

NA (Inf:-Inf)

BV

2 (2.0%)

17.50 ±4.9

17.5 (14.0:21.0)

CJ

44 (44.9%)

7.02 ±4.8

6.0 (0.5:20.0)

GJ

2 (2.0%)

5.25 ±3.9

5.2 (2.5:8.0)

GL

1 (1.0%)

15.00 ±NA

15.0 (15.0:15.0)

HD

4 (4.1%)

14.25 ±10.7

12.0 (4.0:29.0)

MH

1 (1.0%)

3.50 ±NA

3.5 (3.5:3.5)

MM

6 (6.1%)

6.67 ±4.0

6.8 (2.0:12.0)

MS

2 (2.0%)

2.80 ±1.7

2.8 (1.6:4.0)

NT

2 (2.0%)

10.50 ±4.9

10.5 (7.0:14.0)

SB

1 (1.0%)

4.00 ±NA

4.0 (4.0:4.0)

SJ

5 (5.1%)

7.36 ±4.2

7.3 (3.5:14.0)

SM

7 (7.1%)

8.64 ±4.9

10.0 (3.0:17.0)

SV

2 (2.0%)

10.00 ±4.2

10.0 (7.0:13.0)

TM

1 (1.0%)

3.50 ±NA

3.5 (3.5:3.5)

VL

0 (0.0%)

NaN ±NA

NA (Inf:-Inf)

Tabel 7: Descrierea caracteristicilor pacientilor in raport cu dimesniunea tumorii.

Subset

N

Media ±SD

Med (Min:Max)

Grup: Dimensiune (cm) (Shapiro-Wilk normality test: p<0.001)

(total)

98 (100.0%)

7.44 ±5.1

6.0 (0.5:29.0)

Grup: Hemoragii (Wilcoxon rank sum test with continuity correction: p<0.001)

da

45 (45.9%)

10.50 ±5.6

9.0 (1.2:29.0)

nu

53 (54.1%)

4.84 ±2.6

4.0 (0.5:12.5)

Grup: Necroză (Wilcoxon rank sum test with continuity correction: p<0.001)

da

44 (44.9%)

10.41 ±5.8

9.0 (1.2:29.0)

nu

54 (55.1%)

5.02 ±2.6

4.1 (0.5:12.5)

Grup: Atipii (Wilcoxon rank sum test with continuity correction: p<0.001)

da

30 (30.6%)

12.88 ±5.3

13.5 (3.5:29.0)

nu

68 (69.4%)

5.04 ±2.5

4.3 (0.5:12.5)

Tabel 8: Descrierea caracteristicilor pacientilor in raport cu dimesniunea tumorii.

Subset

N

Media ±SD

Med (Min:Max)

Grup: Dimensiune (cm) (Shapiro-Wilk normality test: p<0.001)

(total)

98 (100.0%)

7.44 ±5.1

6.0 (0.5:29.0)

Grup: Localizare (Kruskal-Wallis rank sum test: p=0.087)

intramural

80 (81.6%)

7.83 ±5.3

6.8 (0.5:29.0)

corp uterin

0 (0.0%)

NaN ±NA

NA (Inf:-Inf)

submucos

10 (10.2%)

6.45 ±3.9

5.2 (3.0:15.0)

subseros

8 (8.2%)

4.81 ±4.2

4.0 (1.5:15.0)

Grup: Mutiple/unice (Wilcoxon rank sum test with continuity correction: p<0.001)

multiple

47 (48.0%)

4.73 ±2.6

4.0 (0.5:12.5)

unice

51 (52.0%)

9.95 ±5.6

9.0 (2.0:29.0)

Tabel 5: Descrierea caracteristicilor pacientilor in raport cu varsta.

Subset

N

Media ±SD

Med (Min:Max)

Grup: Dimensiune (cm) (Shapiro-Wilk normality test: p<0.001)

(total)

98 (100.0%)

7.44 ±5.1

6.0 (0.5:29.0)

Grup: Markeri imunohistochimici (Wilcoxon rank sum test with continuity correction: p=0.179)

da

9 (9.2%)

11.56 ±8.8

10.0 (3.0:29.0)

nu

89 (90.8%)

7.03 ±4.4

6.0 (0.5:21.0)

Dimesniuena tumorii se corelează semnificativ statistic cu vârsta mai înaintată (R Spearman = 0.497, p<0.001). Fiecare an de viață creste deimnsiuea medie cu 0.218 cm.

Figura  24: Rela'ia dintre varsta si dimensiunea tumorii.


Call:
lm(formula = baza_de_date$`Dimensiune (cm)` ~ baza_de_date$Varsta)

Coefficients:
        (Intercept)  baza_de_date$Varsta  
             -2.701                0.218  
Figura  25: Histograma dimensiunii tumorilor, in functie de malignitatea tumorii (| media, ¦ mediana).

Figura 26: Histograma dimensiunii tumorilor, in functie de diagnostic (| media, ¦ mediana).

Figura 27: Histograma dimensiunii tumorilor, in functie de Metoda de detecție (| media, ¦ mediana).

Figura 28: Histograma dimensiunii tumorilor, in functie de Localizarea tumorii (| media, ¦ mediana).

Figura 29: Histograma dimensiunii tumorilor, in funcție de numărul de leziuni (| media, ¦ mediana).

Figura 30: Histograma dimensiunii tumorilor, în funcție de efectuarea IHC (| media, ¦ mediana).

3 Referințe

  1. R Core Team (2019). R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. URL https://www.R-project.org/.

4 Extra

Tabel 9: All vs.Diagnostic

Factor

Levels

Total

Leiomiom

Leiomiosarcom

Sarcom stromal endometrial

Statistics

Diagnostic

129

69 (53.5%)

29 (22.5%)

31 (24.0%)

Vârsta (ani)

*M(R)

44 (22:82)

41 (22:65)

61 (39:82)

45 (29:79)

Kruskal-Wallis: p<0.001

Mean ±SD

47.29 ±13.5

40.91 ±8.52

60.10 ±10.6

49.52 ±15.8

Malignitate

malign

60 (46.5%)

0

29 (100.0%)

31 (100.0%)

V=1.00 (p<0.001)

benign

69 (53.5%)

69 (100.0%)

0

0

Hemoragii

76 (58.9%)

16 (23.2%)

29 (100.0%)

31 (100.0%)

V=0.78 (p<0.001)

Necroză

75 (58.1%)

15 (21.7%)

29 (100.0%)

31 (100.0%)

V=0.79 (p<0.001)

Atipii

61 (47.3%)

1 (1.4%)

29 (100.0%)

31 (100.0%)

V=0.98 (p<0.001)

Metoda de detecție

histerectomie

100 (77.5%)

41 (59.4%)

29 (100.0%)

30 (96.8%)

V=0.33 (p<0.001)

histeroscopie

8 (6.2%)

8 (11.6%)

0

0

miomectomie

21 (16.3%)

20 (29.0%)

0

1 (3.2%)

Județ

AB

4 (3.1%)

4 (5.8%)

0

0

V=0.39 (p=0.452)

BC

1 (0.8%)

0

1 (3.4%)

0

BH

6 (4.7%)

4 (5.8%)

1 (3.4%)

1 (3.2%)

BN

10 (7.8%)

7 (10.1%)

1 (3.4%)

2 (6.5%)

BT

1 (0.8%)

0

0

1 (3.2%)

BV

2 (1.6%)

0

2 (6.9%)

0

CJ

63 (48.8%)

32 (46.4%)

12 (41.4%)

19 (61.3%)

GJ

3 (2.3%)

1 (1.4%)

1 (3.4%)

1 (3.2%)

GL

1 (0.8%)

0

1 (3.4%)

0

HD

6 (4.7%)

2 (2.9%)

2 (6.9%)

2 (6.5%)

MH

1 (0.8%)

1 (1.4%)

0

0

MM

7 (5.4%)

5 (7.2%)

1 (3.4%)

1 (3.2%)

MS

2 (1.6%)

2 (2.9%)

0

0

NT

2 (1.6%)

1 (1.4%)

1 (3.4%)

0

SB

1 (0.8%)

1 (1.4%)

0

0

SJ

7 (5.4%)

3 (4.3%)

2 (6.9%)

2 (6.5%)

SM

7 (5.4%)

4 (5.8%)

3 (10.3%)

0

SV

3 (2.3%)

1 (1.4%)

1 (3.4%)

1 (3.2%)

TM

1 (0.8%)

1 (1.4%)

0

0

VL

1 (0.8%)

0

0

1 (3.2%)

Dimensiune (cm)

*M(R)

6 (0.5:29)

4.2 (0.5:12.5)

14 (6:29)

MW: p<0.001

Mean ±SD

7.44 ±5.1

5.02 ±2.51

13.21 ±5.08

Localizare

intramural

81 (62.8%)

53 (76.8%)

27 (93.1%)

1 (3.2%)

V=0.71 (p<0.001)

corp uterin

30 (23.3%)

0

0

30 (96.8%)

submucos

10 (7.8%)

9 (13.0%)

1 (3.4%)

0

subseros

8 (6.2%)

7 (10.1%)

1 (3.4%)

0

Mutiple/unice

multiple

47 (36.4%)

47 (68.1%)

0

0

V=0.71 (p<0.001)

unice

82 (63.6%)

22 (31.9%)

29 (100.0%)

31 (100.0%)

Markeri imunohistochimici

33 (25.6%)

5 (7.2%)

4 (13.8%)

24 (77.4%)

V=0.67 (p<0.001)

CD10

1 (3.0%)

1 (20.0%)

0

0

V=0.42 (p=0.056)

p53

1 (3.0%)

1 (20.0%)

0

0

V=0.42 (p=0.056)

Ki 67

8 (24.2%)

4 (80.0%)

4 (100.0%)

0

V=0.93 (p<0.001)

CK AE1/AE3

2 (6.1%)

1 (20.0%)

1 (25.0%)

0

V=0.42 (p=0.056)

SMA

3 (9.1%)

0

3 (75.0%)

0

V=0.85 (p<0.001)

RE, RP

2 (6.1%)

2 (40.0%)

0

0

V=0.60 (p=0.003)

CEA

1 (3.0%)

1 (20.0%)

0

0

V=0.42 (p=0.056)

CA125

1 (3.0%)

1 (20.0%)

0

0

V=0.42 (p=0.056)

S100, HMB45, Actina

1 (3.0%)

1 (20.0%)

0

0

V=0.42 (p=0.056)

*M(R) = Mediana (min:max); MW = Test Mann-Whitney; OR/RR = odds-ratio / risc relativ [cu IC 95%] și p calculat prin testul Fisher); V = Cramer V (p calculat prin testul Chi²).

Tabel 10: All vs.Malignitate

Factor

Levels

malign

benign

Total

Statistics

Malignitate

60 (46.5%)

69 (53.5%)

129

Diagnostic

Leiomiom

0

69 (100.0%)

69 (53.5%)

V=1.00 (p<0.001)

Leiomiosarcom

29 (48.3%)

0

29 (22.5%)

Sarcom stromal endometrial

31 (51.7%)

0

31 (24.0%)

Vârsta (ani)

*M(R)

53 (29:82)

41 (22:65)

44 (22:82)

MW: p<0.001

Mean ±SD

54.63 ±14.4

40.91 ±8.52

47.29 ±13.5

Hemoragii

60 (100.0%)

16 (23.2%)

76 (58.9%)

OR=392.33 [22.98, 6 697.88], RR=4.31 [2.83, 6.57] (p<0.001)

Necroză

60 (100.0%)

15 (21.7%)

75 (58.1%)

OR=425.45 [24.86, 7 280.82], RR=4.60 [2.97, 7.13] (p<0.001)

Atipii

60 (100.0%)

1 (1.4%)

61 (47.3%)

OR=5 525.67 [220.95, Inf], RR=69.00 [14.17, 335.88] (p<0.001)

Metoda de detecție

histerectomie

59 (98.3%)

41 (59.4%)

100 (77.5%)

V=0.47 (p<0.001)

histeroscopie

0

8 (11.6%)

8 (6.2%)

miomectomie

1 (1.7%)

20 (29.0%)

21 (16.3%)

Județ

AB

0

4 (5.8%)

4 (3.1%)

V=0.39 (p=0.416)

BC

1 (1.7%)

0

1 (0.8%)

BH

2 (3.3%)

4 (5.8%)

6 (4.7%)

BN

3 (5.0%)

7 (10.1%)

10 (7.8%)

BT

1 (1.7%)

0

1 (0.8%)

BV

2 (3.3%)

0

2 (1.6%)

CJ

31 (51.7%)

32 (46.4%)

63 (48.8%)

GJ

2 (3.3%)

1 (1.4%)

3 (2.3%)

GL

1 (1.7%)

0

1 (0.8%)

HD

4 (6.7%)

2 (2.9%)

6 (4.7%)

MH

0

1 (1.4%)

1 (0.8%)

MM

2 (3.3%)

5 (7.2%)

7 (5.4%)

MS

0

2 (2.9%)

2 (1.6%)

NT

1 (1.7%)

1 (1.4%)

2 (1.6%)

SB

0

1 (1.4%)

1 (0.8%)

SJ

4 (6.7%)

3 (4.3%)

7 (5.4%)

SM

3 (5.0%)

4 (5.8%)

7 (5.4%)

SV

2 (3.3%)

1 (1.4%)

3 (2.3%)

TM

0

1 (1.4%)

1 (0.8%)

VL

1 (1.7%)

0

1 (0.8%)

Dimensiune (cm)

*M(R)

14 (6:29)

4.2 (0.5:12.5)

6 (0.5:29)

MW: p<0.001

Mean ±SD

13.21 ±5.08

5.02 ±2.51

7.44 ±5.1

Localizare

intramural

28 (46.7%)

53 (76.8%)

81 (62.8%)

V=0.61 (p<0.001)

corp uterin

30 (50.0%)

0

30 (23.3%)

submucos

1 (1.7%)

9 (13.0%)

10 (7.8%)

subseros

1 (1.7%)

7 (10.1%)

8 (6.2%)

Mutiple/unice

multiple

0

47 (68.1%)

47 (36.4%)

OR=0.00 [0.00, 0.07], RR=0.00 [0.00, 0.00] (p<0.001)

unice

60 (100.0%)

22 (31.9%)

82 (63.6%)

Markeri imunohistochimici

28 (46.7%)

5 (7.2%)

33 (25.6%)

OR=11.20 [3.95, 31.75], RR=6.44 [2.77, 14.99] (p<0.001)

CD10

0

1 (20.0%)

1 (3.0%)

OR=0.05 [0.00, 1.50], RR=0.00 [0.00, 0.00] (p=0.152)

p53

0

1 (20.0%)

1 (3.0%)

OR=0.05 [0.00, 1.50], RR=0.00 [0.00, 0.00] (p=0.152)

Ki 67

4 (14.3%)

4 (80.0%)

8 (24.2%)

OR=0.04 [0.00, 0.47], RR=0.18 [0.07, 0.44] (p=0.008)

CK AE1/AE3

1 (3.6%)

1 (20.0%)

2 (6.1%)

OR=0.15 [0.01, 2.87], RR=0.18 [0.02, 1.39] (p=0.284)

SMA

3 (10.7%)

0

3 (9.1%)

OR=1.51 [0.07, 33.62], RR=Inf [Inf, Inf] (p=1.000)

RE, RP

0

2 (40.0%)

2 (6.1%)

OR=0.02 [0.00, 0.62], RR=0.00 [0.00, 0.00] (p=0.019)

CEA

0

1 (20.0%)

1 (3.0%)

OR=0.05 [0.00, 1.50], RR=0.00 [0.00, 0.00] (p=0.152)

CA125

0

1 (20.0%)

1 (3.0%)

OR=0.05 [0.00, 1.50], RR=0.00 [0.00, 0.00] (p=0.152)

S100, HMB45, Actina

0

1 (20.0%)

1 (3.0%)

OR=0.05 [0.00, 1.50], RR=0.00 [0.00, 0.00] (p=0.152)

*M(R) = Mediana (min:max); MW = Test Mann-Whitney; OR/RR = odds-ratio / risc relativ [cu IC 95%] și p calculat prin testul Fisher); V = Cramer V (p calculat prin testul Chi²).

Tabel 11: All vs.Hemoragii

Factor

Levels

da

nu

Total

Statistics

Hemoragii

76 (58.9%)

53 (41.1%)

129

Diagnostic

Leiomiom

16 (21.1%)

53 (100.0%)

69 (53.5%)

V=0.78 (p<0.001)

Leiomiosarcom

29 (38.2%)

0

29 (22.5%)

Sarcom stromal endometrial

31 (40.8%)

0

31 (24.0%)

Vârsta (ani)

*M(R)

50.5 (26:82)

41 (22:65)

44 (22:82)

MW: p<0.001

Mean ±SD

51.79 ±14.3

40.85 ±9.01

47.29 ±13.5

Malignitate

malign

60 (78.9%)

0

60 (46.5%)

OR=392.33 [22.98, 6 697.88], RR=Inf [Inf, Inf] (p<0.001)

benign

16 (21.1%)

53 (100.0%)

69 (53.5%)

Necroză

73 (96.1%)

2 (3.8%)

75 (58.1%)

OR=620.50 [100.08, 3 847.29], RR=25.45 [7.58, 85.42] (p<0.001)

Atipii

60 (78.9%)

1 (1.9%)

61 (47.3%)

OR=195.00 [25.00, 1 521.01], RR=41.84 [8.60, 203.47] (p<0.001)

Metoda de detecție

histerectomie

69 (90.8%)

31 (58.5%)

100 (77.5%)

V=0.41 (p<0.001)

histeroscopie

4 (5.3%)

4 (7.5%)

8 (6.2%)

miomectomie

3 (3.9%)

18 (34.0%)

21 (16.3%)

Județ

AB

1 (1.3%)

3 (5.7%)

4 (3.1%)

V=0.40 (p=0.381)

BC

1 (1.3%)

0

1 (0.8%)

BH

2 (2.6%)

4 (7.5%)

6 (4.7%)

BN

5 (6.6%)

5 (9.4%)

10 (7.8%)

BT

1 (1.3%)

0

1 (0.8%)

BV

2 (2.6%)

0

2 (1.6%)

CJ

40 (52.6%)

23 (43.4%)

63 (48.8%)

GJ

2 (2.6%)

1 (1.9%)

3 (2.3%)

GL

1 (1.3%)

0

1 (0.8%)

HD

5 (6.6%)

1 (1.9%)

6 (4.7%)

MH

0

1 (1.9%)

1 (0.8%)

MM

4 (5.3%)

3 (5.7%)

7 (5.4%)

MS

0

2 (3.8%)

2 (1.6%)

NT

1 (1.3%)

1 (1.9%)

2 (1.6%)

SB

0

1 (1.9%)

1 (0.8%)

SJ

4 (5.3%)

3 (5.7%)

7 (5.4%)

SM

3 (3.9%)

4 (7.5%)

7 (5.4%)

SV

3 (3.9%)

0

3 (2.3%)

TM

0

1 (1.9%)

1 (0.8%)

VL

1 (1.3%)

0

1 (0.8%)

Dimensiune (cm)

*M(R)

9 (1.2:29)

4 (0.5:12.5)

6 (0.5:29)

MW: p<0.001

Mean ±SD

10.50 ±5.64

4.84 ±2.56

7.44 ±5.1

Localizare

intramural

37 (48.7%)

44 (83.0%)

81 (62.8%)

V=0.47 (p<0.001)

corp uterin

30 (39.5%)

0

30 (23.3%)

submucos

6 (7.9%)

4 (7.5%)

10 (7.8%)

subseros

3 (3.9%)

5 (9.4%)

8 (6.2%)

Mutiple/unice

multiple

12 (15.8%)

35 (66.0%)

47 (36.4%)

OR=0.10 [0.04, 0.22], RR=0.24 [0.14, 0.41] (p<0.001)

unice

64 (84.2%)

18 (34.0%)

82 (63.6%)

Markeri imunohistochimici

29 (38.2%)

4 (7.5%)

33 (25.6%)

OR=7.56 [2.47, 23.15], RR=5.06 [2.00, 12.79] (p<0.001)

CD10

0

1 (25.0%)

1 (3.0%)

OR=0.04 [0.00, 1.17], RR=0.00 [0.00, 0.00] (p=0.121)

p53

0

1 (25.0%)

1 (3.0%)

OR=0.04 [0.00, 1.17], RR=0.00 [0.00, 0.00] (p=0.121)

Ki 67

5 (17.2%)

3 (75.0%)

8 (24.2%)

OR=0.07 [0.01, 0.81], RR=0.23 [0.10, 0.53] (p=0.036)

CK AE1/AE3

1 (3.4%)

1 (25.0%)

2 (6.1%)

OR=0.11 [0.01, 2.19], RR=0.14 [0.02, 1.03] (p=0.231)

SMA

3 (10.3%)

0

3 (9.1%)

OR=1.19 [0.05, 27.11], RR=Inf [Inf, Inf] (p=1.000)

RE, RP

1 (3.4%)

1 (25.0%)

2 (6.1%)

OR=0.11 [0.01, 2.19], RR=0.14 [0.02, 1.03] (p=0.231)

CEA

1 (3.4%)

0

1 (3.0%)

OR=0.47 [0.02, 13.52], RR=Inf [Inf, Inf] (p=1.000)

CA125

1 (3.4%)

0

1 (3.0%)

OR=0.47 [0.02, 13.52], RR=Inf [Inf, Inf] (p=1.000)

S100, HMB45, Actina

0

1 (25.0%)

1 (3.0%)

OR=0.04 [0.00, 1.17], RR=0.00 [0.00, 0.00] (p=0.121)

*M(R) = Mediana (min:max); MW = Test Mann-Whitney; OR/RR = odds-ratio / risc relativ [cu IC 95%] și p calculat prin testul Fisher); V = Cramer V (p calculat prin testul Chi²).

Tabel 12: All vs.Necroză

Factor

Levels

da

nu

Total

Statistics

Necroză

75 (58.1%)

54 (41.9%)

129

Diagnostic

Leiomiom

15 (20.0%)

54 (100.0%)

69 (53.5%)

V=0.79 (p<0.001)

Leiomiosarcom

29 (38.7%)

0

29 (22.5%)

Sarcom stromal endometrial

31 (41.3%)

0

31 (24.0%)

Vârsta (ani)

*M(R)

51 (26:82)

41.5 (22:65)

44 (22:82)

MW: p<0.001

Mean ±SD

51.73 ±14.5

41.13 ±8.91

47.29 ±13.5

Malignitate

malign

60 (80.0%)

0

60 (46.5%)

OR=425.45 [24.86, 7 280.82], RR=Inf [Inf, Inf] (p<0.001)

benign

15 (20.0%)

54 (100.0%)

69 (53.5%)

Hemoragii

73 (97.3%)

3 (5.6%)

76 (58.9%)

OR=620.50 [100.08, 3 847.29], RR=17.52 [6.36, 48.28] (p<0.001)

Atipii

60 (80.0%)

1 (1.9%)

61 (47.3%)

OR=212.00 [27.08, 1 659.50], RR=43.20 [8.88, 210.11] (p<0.001)

Metoda de detecție

histerectomie

68 (90.7%)

32 (59.3%)

100 (77.5%)

V=0.38 (p<0.001)

histeroscopie

3 (4.0%)

5 (9.3%)

8 (6.2%)

miomectomie

4 (5.3%)

17 (31.5%)

21 (16.3%)

Județ

AB

1 (1.3%)

3 (5.6%)

4 (3.1%)

V=0.39 (p=0.408)

BC

1 (1.3%)

0

1 (0.8%)

BH

2 (2.7%)

4 (7.4%)

6 (4.7%)

BN

5 (6.7%)

5 (9.3%)

10 (7.8%)

BT

1 (1.3%)

0

1 (0.8%)

BV

2 (2.7%)

0

2 (1.6%)

CJ

39 (52.0%)

24 (44.4%)

63 (48.8%)

GJ

3 (4.0%)

0

3 (2.3%)

GL

1 (1.3%)

0

1 (0.8%)

HD

5 (6.7%)

1 (1.9%)

6 (4.7%)

MH

0

1 (1.9%)

1 (0.8%)

MM

4 (5.3%)

3 (5.6%)

7 (5.4%)

MS

0

2 (3.7%)

2 (1.6%)

NT

1 (1.3%)

1 (1.9%)

2 (1.6%)

SB

0

1 (1.9%)

1 (0.8%)

SJ

4 (5.3%)

3 (5.6%)

7 (5.4%)

SM

3 (4.0%)

4 (7.4%)

7 (5.4%)

SV

2 (2.7%)

1 (1.9%)

3 (2.3%)

TM

0

1 (1.9%)

1 (0.8%)

VL

1 (1.3%)

0

1 (0.8%)

Dimensiune (cm)

*M(R)

9 (1.2:29)

4.1 (0.5:12.5)

6 (0.5:29)

MW: p<0.001

Mean ±SD

10.41 ±5.82

5.02 ±2.59

7.44 ±5.1

Localizare

intramural

36 (48.0%)

45 (83.3%)

81 (62.8%)

V=0.47 (p<0.001)

corp uterin

30 (40.0%)

0

30 (23.3%)

submucos

5 (6.7%)

5 (9.3%)

10 (7.8%)

subseros

4 (5.3%)

4 (7.4%)

8 (6.2%)

Mutiple/unice

multiple

11 (14.7%)

36 (66.7%)

47 (36.4%)

OR=0.09 [0.04, 0.20], RR=0.22 [0.13, 0.39] (p<0.001)

unice

64 (85.3%)

18 (33.3%)

82 (63.6%)

Markeri imunohistochimici

28 (37.3%)

5 (9.3%)

33 (25.6%)

OR=5.84 [2.08, 16.39], RR=4.03 [1.74, 9.37] (p<0.001)

CD10

0

1 (20.0%)

1 (3.0%)

OR=0.05 [0.00, 1.50], RR=0.00 [0.00, 0.00] (p=0.152)

p53

0

1 (20.0%)

1 (3.0%)

OR=0.05 [0.00, 1.50], RR=0.00 [0.00, 0.00] (p=0.152)

Ki 67

4 (14.3%)

4 (80.0%)

8 (24.2%)

OR=0.04 [0.00, 0.47], RR=0.18 [0.07, 0.44] (p=0.008)

CK AE1/AE3

1 (3.6%)

1 (20.0%)

2 (6.1%)

OR=0.15 [0.01, 2.87], RR=0.18 [0.02, 1.39] (p=0.284)

SMA

3 (10.7%)

0

3 (9.1%)

OR=1.51 [0.07, 33.62], RR=Inf [Inf, Inf] (p=1.000)

RE, RP

0

2 (40.0%)

2 (6.1%)

OR=0.02 [0.00, 0.62], RR=0.00 [0.00, 0.00] (p=0.019)

CEA

0

1 (20.0%)

1 (3.0%)

OR=0.05 [0.00, 1.50], RR=0.00 [0.00, 0.00] (p=0.152)

CA125

0

1 (20.0%)

1 (3.0%)

OR=0.05 [0.00, 1.50], RR=0.00 [0.00, 0.00] (p=0.152)

S100, HMB45, Actina

0

1 (20.0%)

1 (3.0%)

OR=0.05 [0.00, 1.50], RR=0.00 [0.00, 0.00] (p=0.152)

*M(R) = Mediana (min:max); MW = Test Mann-Whitney; OR/RR = odds-ratio / risc relativ [cu IC 95%] și p calculat prin testul Fisher); V = Cramer V (p calculat prin testul Chi²).

Tabel 13: All vs.Atipii

Factor

Levels

da

nu

Total

Statistics

Atipii

61 (47.3%)

68 (52.7%)

129

Diagnostic

Leiomiom

1 (1.6%)

68 (100.0%)

69 (53.5%)

V=0.98 (p<0.001)

Leiomiosarcom

29 (47.5%)

0

29 (22.5%)

Sarcom stromal endometrial

31 (50.8%)

0

31 (24.0%)

Vârsta (ani)

*M(R)

53 (29:82)

41 (22:65)

44 (22:82)

MW: p<0.001

Mean ±SD

54.46 ±14.4

40.87 ±8.58

47.29 ±13.5

Malignitate

malign

60 (98.4%)

0

60 (46.5%)

OR=5 525.67 [220.95, Inf], RR=Inf [Inf, Inf] (p<0.001)

benign

1 (1.6%)

68 (100.0%)

69 (53.5%)

Hemoragii

60 (98.4%)

16 (23.5%)

76 (58.9%)

OR=195.00 [25.00, 1 521.01], RR=4.18 [2.75, 6.37] (p<0.001)

Necroză

60 (98.4%)

15 (22.1%)

75 (58.1%)

OR=212.00 [27.08, 1 659.50], RR=4.46 [2.88, 6.91] (p<0.001)

Metoda de detecție

histerectomie

60 (98.4%)

40 (58.8%)

100 (77.5%)

V=0.47 (p<0.001)

histeroscopie

0

8 (11.8%)

8 (6.2%)

miomectomie

1 (1.6%)

20 (29.4%)

21 (16.3%)

Județ

AB

0

4 (5.9%)

4 (3.1%)

V=0.39 (p=0.403)

BC

1 (1.6%)

0

1 (0.8%)

BH

2 (3.3%)

4 (5.9%)

6 (4.7%)

BN

3 (4.9%)

7 (10.3%)

10 (7.8%)

BT

1 (1.6%)

0

1 (0.8%)

BV

2 (3.3%)

0

2 (1.6%)

CJ

31 (50.8%)

32 (47.1%)

63 (48.8%)

GJ

2 (3.3%)

1 (1.5%)

3 (2.3%)

GL

1 (1.6%)

0

1 (0.8%)

HD

4 (6.6%)

2 (2.9%)

6 (4.7%)

MH

1 (1.6%)

0

1 (0.8%)

MM

2 (3.3%)

5 (7.4%)

7 (5.4%)

MS

0

2 (2.9%)

2 (1.6%)

NT

1 (1.6%)

1 (1.5%)

2 (1.6%)

SB

0

1 (1.5%)

1 (0.8%)

SJ

4 (6.6%)

3 (4.4%)

7 (5.4%)

SM

3 (4.9%)

4 (5.9%)

7 (5.4%)

SV

2 (3.3%)

1 (1.5%)

3 (2.3%)

TM

0

1 (1.5%)

1 (0.8%)

VL

1 (1.6%)

0

1 (0.8%)

Dimensiune (cm)

*M(R)

13.5 (3.5:29)

4.35 (0.5:12.5)

6 (0.5:29)

MW: p<0.001

Mean ±SD

12.88 ±5.3

5.04 ±2.52

7.44 ±5.1

Localizare

intramural

29 (47.5%)

52 (76.5%)

81 (62.8%)

V=0.60 (p<0.001)

corp uterin

30 (49.2%)

0

30 (23.3%)

submucos

1 (1.6%)

9 (13.2%)

10 (7.8%)

subseros

1 (1.6%)

7 (10.3%)

8 (6.2%)

Mutiple/unice

multiple

1 (1.6%)

46 (67.6%)

47 (36.4%)

OR=0.01 [0.00, 0.06], RR=0.02 [0.00, 0.12] (p<0.001)

unice

60 (98.4%)

22 (32.4%)

82 (63.6%)

Markeri imunohistochimici

28 (45.9%)

5 (7.4%)

33 (25.6%)

OR=10.69 [3.78, 30.27], RR=6.24 [2.68, 14.53] (p<0.001)

CD10

0

1 (20.0%)

1 (3.0%)

OR=0.05 [0.00, 1.50], RR=0.00 [0.00, 0.00] (p=0.152)

p53

0

1 (20.0%)

1 (3.0%)

OR=0.05 [0.00, 1.50], RR=0.00 [0.00, 0.00] (p=0.152)

Ki 67

4 (14.3%)

4 (80.0%)

8 (24.2%)

OR=0.04 [0.00, 0.47], RR=0.18 [0.07, 0.44] (p=0.008)

CK AE1/AE3

1 (3.6%)

1 (20.0%)

2 (6.1%)

OR=0.15 [0.01, 2.87], RR=0.18 [0.02, 1.39] (p=0.284)

SMA

3 (10.7%)

0

3 (9.1%)

OR=1.51 [0.07, 33.62], RR=Inf [Inf, Inf] (p=1.000)

RE, RP

0

2 (40.0%)

2 (6.1%)

OR=0.02 [0.00, 0.62], RR=0.00 [0.00, 0.00] (p=0.019)

CEA

0

1 (20.0%)

1 (3.0%)

OR=0.05 [0.00, 1.50], RR=0.00 [0.00, 0.00] (p=0.152)

CA125

0

1 (20.0%)

1 (3.0%)

OR=0.05 [0.00, 1.50], RR=0.00 [0.00, 0.00] (p=0.152)

S100, HMB45, Actina

0

1 (20.0%)

1 (3.0%)

OR=0.05 [0.00, 1.50], RR=0.00 [0.00, 0.00] (p=0.152)

*M(R) = Mediana (min:max); MW = Test Mann-Whitney; OR/RR = odds-ratio / risc relativ [cu IC 95%] și p calculat prin testul Fisher); V = Cramer V (p calculat prin testul Chi²).

Tabel 14: All vs.Metoda de detecție

Factor

Levels

histerectomie

histeroscopie

miomectomie

Total

Statistics

Metoda de detecție

100 (77.5%)

8 (6.2%)

21 (16.3%)

129

Diagnostic

Leiomiom

41 (41.0%)

8 (100.0%)

20 (95.2%)

69 (53.5%)

V=0.33 (p<0.001)

Leiomiosarcom

29 (29.0%)

0

0

29 (22.5%)

Sarcom stromal endometrial

30 (30.0%)

0

1 (4.8%)

31 (24.0%)

Vârsta (ani)

*M(R)

46.5 (22:82)

41.5 (22:45)

41 (27:64)

44 (22:82)

Kruskal-Wallis: p=0.023

Mean ±SD

49.12 ±14.0

39.25 ±7.54

41.67 ±9.63

47.29 ±13.5

Malignitate

malign

59 (59.0%)

0

1 (4.8%)

60 (46.5%)

V=0.47 (p<0.001)

benign

41 (41.0%)

8 (100.0%)

20 (95.2%)

69 (53.5%)

Hemoragii

69 (69.0%)

4 (50.0%)

3 (14.3%)

76 (58.9%)

V=0.41 (p<0.001)

Necroză

68 (68.0%)

3 (37.5%)

4 (19.0%)

75 (58.1%)

V=0.38 (p<0.001)

Atipii

60 (60.0%)

0

1 (4.8%)

61 (47.3%)

V=0.47 (p<0.001)

Județ

AB

3 (3.0%)

0

1 (4.8%)

4 (3.1%)

V=0.35 (p=0.769)

BC

1 (1.0%)

0

0

1 (0.8%)

BH

6 (6.0%)

0

0

6 (4.7%)

BN

6 (6.0%)

3 (37.5%)

1 (4.8%)

10 (7.8%)

BT

1 (1.0%)

0

0

1 (0.8%)

BV

2 (2.0%)

0

0

2 (1.6%)

CJ

48 (48.0%)

3 (37.5%)

12 (57.1%)

63 (48.8%)

GJ

3 (3.0%)

0

0

3 (2.3%)

GL

1 (1.0%)

0

0

1 (0.8%)

HD

6 (6.0%)

0

0

6 (4.7%)

MH

1 (1.0%)

0

0

1 (0.8%)

MM

3 (3.0%)

1 (12.5%)

3 (14.3%)

7 (5.4%)

MS

2 (2.0%)

0

0

2 (1.6%)

NT

2 (2.0%)

0

0

2 (1.6%)

SB

0

0

1 (4.8%)

1 (0.8%)

SJ

5 (5.0%)

0

2 (9.5%)

7 (5.4%)

SM

5 (5.0%)

1 (12.5%)

1 (4.8%)

7 (5.4%)

SV

3 (3.0%)

0

0

3 (2.3%)

TM

1 (1.0%)

0

0

1 (0.8%)

VL

1 (1.0%)

0

0

1 (0.8%)

Dimensiune (cm)

*M(R)

6.5 (0.5:29)

5.5 (3:9)

5.75 (3:10.5)

6 (0.5:29)

Kruskal-Wallis: p=0.540

Mean ±SD

8.08 ±5.76

5.94 ±2.24

5.80 ±2.18

7.44 ±5.1

Localizare

intramural

59 (59.0%)

3 (37.5%)

19 (90.5%)

81 (62.8%)

V=0.41 (p<0.001)

corp uterin

29 (29.0%)

0

1 (4.8%)

30 (23.3%)

submucos

5 (5.0%)

5 (62.5%)

0

10 (7.8%)

subseros

7 (7.0%)

0

1 (4.8%)

8 (6.2%)

Mutiple/unice

multiple

30 (30.0%)

5 (62.5%)

12 (57.1%)

47 (36.4%)

V=0.25 (p=0.018)

unice

70 (70.0%)

3 (37.5%)

9 (42.9%)

82 (63.6%)

Markeri imunohistochimici

30 (30.0%)

0

3 (14.3%)

33 (25.6%)

V=0.20 (p=0.075)

CD10

1 (3.3%)

0

0

1 (3.0%)

p53

1 (3.3%)

0

0

1 (3.0%)

Ki 67

7 (23.3%)

0

1 (33.3%)

8 (24.2%)

CK AE1/AE3

2 (6.7%)

0

0

2 (6.1%)

SMA

3 (10.0%)

0

0

3 (9.1%)

RE, RP

1 (3.3%)

0

1 (33.3%)

2 (6.1%)

CEA

1 (3.3%)

0

0

1 (3.0%)

CA125

1 (3.3%)

0

0

1 (3.0%)

S100, HMB45, Actina

0

0

1 (33.3%)

1 (3.0%)

*M(R) = Mediana (min:max); MW = Test Mann-Whitney; OR/RR = odds-ratio / risc relativ [cu IC 95%] și p calculat prin testul Fisher); V = Cramer V (p calculat prin testul Chi²).

Tabel 15: All vs.Localizare

Factor

Levels

intramural

corp uterin

submucos

subseros

Total

Statistics

Localizare

81 (62.8%)

30 (23.3%)

10 (7.8%)

8 (6.2%)

129

Diagnostic

Leiomiom

53 (65.4%)

0

9 (90.0%)

7 (87.5%)

69 (53.5%)

V=0.71 (p<0.001)

Leiomiosarcom

27 (33.3%)

0

1 (10.0%)

1 (12.5%)

29 (22.5%)

Sarcom stromal endometrial

1 (1.2%)

30 (100.0%)

0

0

31 (24.0%)

Vârsta (ani)

*M(R)

45 (22:82)

44.5 (29:78)

40.5 (22:50)

44.5 (34:59)

44 (22:82)

Kruskal-Wallis: p=0.357

Mean ±SD

47.90 ±13.6

48.53 ±15.1

39.60 ±7.47

46.12 ±9.88

47.29 ±13.5

Malignitate

malign

28 (34.6%)

30 (100.0%)

1 (10.0%)

1 (12.5%)

60 (46.5%)

V=0.61 (p<0.001)

benign

53 (65.4%)

0

9 (90.0%)

7 (87.5%)

69 (53.5%)

Hemoragii

37 (45.7%)

30 (100.0%)

6 (60.0%)

3 (37.5%)

76 (58.9%)

V=0.47 (p<0.001)

Necroză

36 (44.4%)

30 (100.0%)

5 (50.0%)

4 (50.0%)

75 (58.1%)

V=0.47 (p<0.001)

Atipii

29 (35.8%)

30 (100.0%)

1 (10.0%)

1 (12.5%)

61 (47.3%)

V=0.60 (p<0.001)

Metoda de detecție

histerectomie

59 (72.8%)

29 (96.7%)

5 (50.0%)

7 (87.5%)

100 (77.5%)

V=0.41 (p<0.001)

histeroscopie

3 (3.7%)

0

5 (50.0%)

0

8 (6.2%)

miomectomie

19 (23.5%)

1 (3.3%)

0

1 (12.5%)

21 (16.3%)

Județ

AB

3 (3.7%)

0

0

1 (12.5%)

4 (3.1%)

V=0.38 (p=0.547)

BC

1 (1.2%)

0

0

0

1 (0.8%)

BH

4 (4.9%)

1 (3.3%)

1 (10.0%)

0

6 (4.7%)

BN

6 (7.4%)

2 (6.7%)

2 (20.0%)

0

10 (7.8%)

BT

0

1 (3.3%)

0

0

1 (0.8%)

BV

2 (2.5%)

0

0

0

2 (1.6%)

CJ

39 (48.1%)

18 (60.0%)

2 (20.0%)

4 (50.0%)

63 (48.8%)

GJ

1 (1.2%)

1 (3.3%)

0

1 (12.5%)

3 (2.3%)

GL

0

0

0

1 (12.5%)

1 (0.8%)

HD

3 (3.7%)

2 (6.7%)

1 (10.0%)

0

6 (4.7%)

MH

1 (1.2%)

0

0

0

1 (0.8%)

MM

4 (4.9%)

1 (3.3%)

1 (10.0%)

1 (12.5%)

7 (5.4%)

MS

2 (2.5%)

0

0

0

2 (1.6%)

NT

2 (2.5%)

0

0

0

2 (1.6%)

SB

1 (1.2%)

0

0

0

1 (0.8%)

SJ

5 (6.2%)

2 (6.7%)

0

0

7 (5.4%)

SM

5 (6.2%)

0

2 (20.0%)

0

7 (5.4%)

SV

1 (1.2%)

1 (3.3%)

1 (10.0%)

0

3 (2.3%)

TM

1 (1.2%)

0

0

0

1 (0.8%)

VL

0

1 (3.3%)

0

0

1 (0.8%)

Dimensiune (cm)

*M(R)

6.75 (0.5:29)

5.25 (3:15)

4 (1.5:15)

6 (0.5:29)

Kruskal-Wallis: p=0.087

Mean ±SD

7.83 ±5.25

6.45 ±3.92

4.81 ±4.23

7.44 ±5.1

Mutiple/unice

multiple

36 (44.4%)

0

4 (40.0%)

7 (87.5%)

47 (36.4%)

V=0.47 (p<0.001)

unice

45 (55.6%)

30 (100.0%)

6 (60.0%)

1 (12.5%)

82 (63.6%)

Markeri imunohistochimici

7 (8.6%)

23 (76.7%)

1 (10.0%)

2 (25.0%)

33 (25.6%)

V=0.65 (p<0.001)

CD10

1 (14.3%)

0

0

0

1 (3.0%)

V=0.34 (p=0.280)

p53

1 (14.3%)

0

0

0

1 (3.0%)

V=0.34 (p=0.280)

Ki 67

5 (71.4%)

0

1 (100.0%)

2 (100.0%)

8 (24.2%)

V=0.87 (p<0.001)

CK AE1/AE3

2 (28.6%)

0

0

0

2 (6.1%)

V=0.49 (p=0.048)

SMA

3 (42.9%)

0

0

0

3 (9.1%)

V=0.61 (p=0.007)

RE, RP

1 (14.3%)

0

1 (100.0%)

0

2 (6.1%)

V=0.74 (p<0.001)

CEA

0

0

1 (100.0%)

0

1 (3.0%)

V=1.00 (p<0.001)

CA125

0

0

1 (100.0%)

0

1 (3.0%)

V=1.00 (p<0.001)

S100, HMB45, Actina

0

0

0

1 (50.0%)

1 (3.0%)

V=0.70 (p=0.001)

*M(R) = Mediana (min:max); MW = Test Mann-Whitney; OR/RR = odds-ratio / risc relativ [cu IC 95%] și p calculat prin testul Fisher); V = Cramer V (p calculat prin testul Chi²).

Tabel 16: All vs.Mutiple/unice

Factor

Levels

multiple

unice

Total

Statistics

Mutiple/unice

47 (36.4%)

82 (63.6%)

129

Diagnostic

Leiomiom

47 (100.0%)

22 (26.8%)

69 (53.5%)

V=0.71 (p<0.001)

Leiomiosarcom

0

29 (35.4%)

29 (22.5%)

Sarcom stromal endometrial

0

31 (37.8%)

31 (24.0%)

Vârsta (ani)

*M(R)

43 (22:65)

48 (22:82)

44 (22:82)

MW: p=0.030

Mean ±SD

43.02 ±8.52

49.74 ±15.2

47.29 ±13.5

Malignitate

malign

0

60 (73.2%)

60 (46.5%)

OR=0.00 [0.00, 0.07], RR=0.00 [0.00, 0.00] (p<0.001)

benign

47 (100.0%)

22 (26.8%)

69 (53.5%)

Hemoragii

12 (25.5%)

64 (78.0%)

76 (58.9%)

OR=0.10 [0.04, 0.22], RR=0.33 [0.20, 0.53] (p<0.001)

Necroză

11 (23.4%)

64 (78.0%)

75 (58.1%)

OR=0.09 [0.04, 0.20], RR=0.30 [0.18, 0.50] (p<0.001)

Atipii

1 (2.1%)

60 (73.2%)

61 (47.3%)

OR=0.01 [0.00, 0.06], RR=0.03 [0.01, 0.14] (p<0.001)

Metoda de detecție

histerectomie

30 (63.8%)

70 (85.4%)

100 (77.5%)

V=0.25 (p=0.018)

histeroscopie

5 (10.6%)

3 (3.7%)

8 (6.2%)

miomectomie

12 (25.5%)

9 (11.0%)

21 (16.3%)

Județ

AB

2 (4.3%)

2 (2.4%)

4 (3.1%)

V=0.36 (p=0.623)

BC

0

1 (1.2%)

1 (0.8%)

BH

3 (6.4%)

3 (3.7%)

6 (4.7%)

BN

3 (6.4%)

7 (8.5%)

10 (7.8%)

BT

0

1 (1.2%)

1 (0.8%)

BV

0

2 (2.4%)

2 (1.6%)

CJ

24 (51.1%)

39 (47.6%)

63 (48.8%)

GJ

1 (2.1%)

2 (2.4%)

3 (2.3%)

GL

0

1 (1.2%)

1 (0.8%)

HD

2 (4.3%)

4 (4.9%)

6 (4.7%)

MH

1 (2.1%)

0

1 (0.8%)

MM

4 (8.5%)

3 (3.7%)

7 (5.4%)

MS

2 (4.3%)

0

2 (1.6%)

NT

1 (2.1%)

1 (1.2%)

2 (1.6%)

SB

1 (2.1%)

0

1 (0.8%)

SJ

1 (2.1%)

6 (7.3%)

7 (5.4%)

SM

1 (2.1%)

6 (7.3%)

7 (5.4%)

SV

1 (2.1%)

2 (2.4%)

3 (2.3%)

TM

0

1 (1.2%)

1 (0.8%)

VL

0

1 (1.2%)

1 (0.8%)

Dimensiune (cm)

*M(R)

4 (0.5:12.5)

9 (2:29)

6 (0.5:29)

MW: p<0.001

Mean ±SD

4.73 ±2.55

9.95 ±5.57

7.44 ±5.1

Localizare

intramural

36 (76.6%)

45 (54.9%)

81 (62.8%)

V=0.47 (p<0.001)

corp uterin

0

30 (36.6%)

30 (23.3%)

submucos

4 (8.5%)

6 (7.3%)

10 (7.8%)

subseros

7 (14.9%)

1 (1.2%)

8 (6.2%)

Markeri imunohistochimici

4 (8.5%)

29 (35.4%)

33 (25.6%)

OR=0.17 [0.06, 0.52], RR=0.24 [0.10, 0.61] (p<0.001)

CD10

0

1 (3.4%)

1 (3.0%)

OR=2.11 [0.07, 60.26], RR=0.00 [0.00, 0.00] (p=1.000)

p53

0

1 (3.4%)

1 (3.0%)

OR=2.11 [0.07, 60.26], RR=0.00 [0.00, 0.00] (p=1.000)

Ki 67

3 (75.0%)

5 (17.2%)

8 (24.2%)

OR=14.40 [1.23, 168.50], RR=4.35 [1.88, 10.06] (p=0.036)

CK AE1/AE3

1 (25.0%)

1 (3.4%)

2 (6.1%)

OR=9.33 [0.46, 190.63], RR=7.25 [0.97, 53.96] (p=0.231)

SMA

0

3 (10.3%)

3 (9.1%)

OR=0.84 [0.04, 19.19], RR=0.00 [0.00, 0.00] (p=1.000)

RE, RP

2 (50.0%)

0

2 (6.1%)

OR=59.00 [2.18, 1 598.75], RR=Inf [Inf, Inf] (p=0.011)

CEA

1 (25.0%)

0

1 (3.0%)

OR=25.29 [0.85, 747.87], RR=Inf [Inf, Inf] (p=0.121)

CA125

1 (25.0%)

0

1 (3.0%)

OR=25.29 [0.85, 747.87], RR=Inf [Inf, Inf] (p=0.121)

S100, HMB45, Actina

1 (25.0%)

0

1 (3.0%)

OR=25.29 [0.85, 747.87], RR=Inf [Inf, Inf] (p=0.121)

*M(R) = Mediana (min:max); MW = Test Mann-Whitney; OR/RR = odds-ratio / risc relativ [cu IC 95%] și p calculat prin testul Fisher); V = Cramer V (p calculat prin testul Chi²).

Tabel 17: All vs.Markeri imunohistochimici

Factor

Levels

da

nu

Total

Statistics

Markeri imunohistochimici

33 (25.6%)

96 (74.4%)

129

Diagnostic

Leiomiom

5 (15.2%)

64 (66.7%)

69 (53.5%)

V=0.67 (p<0.001)

Leiomiosarcom

4 (12.1%)

25 (26.0%)

29 (22.5%)

Sarcom stromal endometrial

24 (72.7%)

7 (7.3%)

31 (24.0%)

Vârsta (ani)

*M(R)

50 (29:79)

44 (22:82)

44 (22:82)

MW: p=0.164

Mean ±SD

50.21 ±14.2

46.29 ±13.2

47.29 ±13.5

Malignitate

malign

28 (84.8%)

32 (33.3%)

60 (46.5%)

OR=11.20 [3.95, 31.75], RR=2.55 [1.87, 3.47] (p<0.001)

benign

5 (15.2%)

64 (66.7%)

69 (53.5%)

Hemoragii

29 (87.9%)

47 (49.0%)

76 (58.9%)

OR=7.56 [2.47, 23.15], RR=1.79 [1.42, 2.27] (p<0.001)

Necroză

28 (84.8%)

47 (49.0%)

75 (58.1%)

OR=5.84 [2.08, 16.39], RR=1.73 [1.36, 2.21] (p<0.001)

Atipii

28 (84.8%)

33 (34.4%)

61 (47.3%)

OR=10.69 [3.78, 30.27], RR=2.47 [1.82, 3.35] (p<0.001)

Metoda de detecție

histerectomie

30 (90.9%)

70 (72.9%)

100 (77.5%)

V=0.20 (p=0.075)

histeroscopie

0

8 (8.3%)

8 (6.2%)

miomectomie

3 (9.1%)

18 (18.8%)

21 (16.3%)

Județ

AB

0

4 (4.2%)

4 (3.1%)

V=0.38 (p=0.478)

BC

0

1 (1.0%)

1 (0.8%)

BH

1 (3.0%)

5 (5.2%)

6 (4.7%)

BN

2 (6.1%)

8 (8.3%)

10 (7.8%)

BT

0

1 (1.0%)

1 (0.8%)

BV

0

2 (2.1%)

2 (1.6%)

CJ

18 (54.5%)

45 (46.9%)

63 (48.8%)

GJ

1 (3.0%)

2 (2.1%)

3 (2.3%)

GL

1 (3.0%)

0

1 (0.8%)

HD

2 (6.1%)

4 (4.2%)

6 (4.7%)

MH

0

1 (1.0%)

1 (0.8%)

MM

2 (6.1%)

5 (5.2%)

7 (5.4%)

MS

0

2 (2.1%)

2 (1.6%)

NT

0

2 (2.1%)

2 (1.6%)

SB

0

1 (1.0%)

1 (0.8%)

SJ

2 (6.1%)

5 (5.2%)

7 (5.4%)

SM

1 (3.0%)

6 (6.2%)

7 (5.4%)

SV

3 (9.1%)

0

3 (2.3%)

TM

0

1 (1.0%)

1 (0.8%)

VL

0

1 (1.0%)

1 (0.8%)

Dimensiune (cm)

*M(R)

10 (3:29)

6 (0.5:21)

6 (0.5:29)

MW: p=0.179

Mean ±SD

11.56 ±8.78

7.03 ±4.44

7.44 ±5.1

Localizare

intramural

7 (21.2%)

74 (77.1%)

81 (62.8%)

V=0.65 (p<0.001)

corp uterin

23 (69.7%)

7 (7.3%)

30 (23.3%)

submucos

1 (3.0%)

9 (9.4%)

10 (7.8%)

subseros

2 (6.1%)

6 (6.2%)

8 (6.2%)

Mutiple/unice

multiple

4 (12.1%)

43 (44.8%)

47 (36.4%)

OR=0.17 [0.06, 0.52], RR=0.27 [0.11, 0.66] (p<0.001)

unice

29 (87.9%)

53 (55.2%)

82 (63.6%)

CD10

1 (3.0%)

0

1 (3.0%)

OR=0.05 [0.00, 3.23] (p=1.000)

p53

1 (3.0%)

0

1 (3.0%)

OR=0.05 [0.00, 3.23] (p=1.000)

Ki 67

8 (24.2%)

0

8 (24.2%)

OR=0.33 [0.01, 18.13] (p=1.000)

CK AE1/AE3

2 (6.1%)

0

2 (6.1%)

OR=0.08 [0.00, 4.92] (p=1.000)

SMA

3 (9.1%)

0

3 (9.1%)

OR=0.11 [0.00, 6.74] (p=1.000)

RE, RP

2 (6.1%)

0

2 (6.1%)

OR=0.08 [0.00, 4.92] (p=1.000)

CEA

1 (3.0%)

0

1 (3.0%)

OR=0.05 [0.00, 3.23] (p=1.000)

CA125

1 (3.0%)

0

1 (3.0%)

OR=0.05 [0.00, 3.23] (p=1.000)

S100, HMB45, Actina

1 (3.0%)

0

1 (3.0%)

OR=0.05 [0.00, 3.23] (p=1.000)

*M(R) = Mediana (min:max); MW = Test Mann-Whitney; OR/RR = odds-ratio / risc relativ [cu IC 95%] și p calculat prin testul Fisher); V = Cramer V (p calculat prin testul Chi²).

$`1950s kitchen`
[1] "#b3dbc0" "#fe0000" "#fdf6f6" "#67baca"

$`Antique and clean`
[1] "#b56357" "#b4dbc0" "#eae3ea" "#a7b3a5"

$`Antique tones`
[1] "#155765" "#57652a" "#ab9353" "#4d2c3d"

$`Aqua blues`
[1] "#004d47" "#128277" "#52958b" "#b9c4c9"

$`Art history inspired`
[1] "#ffce00" "#0375b4" "#007849" "#262228"

$`Artic sunrise`
[1] "#ffccbb" "#6eb5c0" "#006c84" "#e2e8e4"

$`Autumn in vermont`
[1] "#8d230f" "#1e434c" "#9b4f0f" "#c99e10"

$`Autumn oranges and complemtentary neutrals`
[1] "#d55448" "#ffa577" "#f9f9ff" "#896e69"

$`Back to school`
[1] "#81715e" "#faae3d" "#e38533" "#e4535e"

$`Berry blues`
[1] "#1e1f26" "#283655" "#4d648d" "#d0e1f9"

$`Beyond black and white`
[1] "#31a2ac" "#af1c1c" "#f0eff0" "#2f2f28"

$`Birds and berries`
[1] "#9a9eab" "#5d535e" "#ec96a4" "#dfe166"

$`Bold and basic`
[1] "#000b29" "#d70026" "#f8f5f2" "#edb83d"

$`Bold and cultured`
[1] "#4c3f54" "#d13525" "#f2c057" "#486824"

$`Bold and punchy`
[1] "#e24e42" "#e9b000" "#eb6e80" "#008f95"

$`Bold berries`
[1] "#50312f" "#cb0000" "#e4ea8c" "#3f6c45"

$`Bold blacks and vibrand highlights`
[1] "#000000" "#ec576b" "#4ec5c1" "#e5e338"

$`Bold feature colors`
[1] "#e14658" "#22252c" "#3f3250" "#c0b3a0"

$`Bright and painterly`
[1] "#061283" "#fd3c3c" "#ffb74c" "#138d90"

$`Bright and tropical`
[1] "#f52549" "#fa6775" "#ffd64d" "#9bc01c"

$`Candy coated brights`
[1] "#f47d4a" "#e1315b" "#ffec5c" "#008dcb"

$`Cheerful and friendly`
[1] "#2b616d" "#b2dbd5" "#ffffff" "#fa8d62"

$`Cheerful and sleek`
[1] "#6b7a8f" "#f7882f" "#f7c331" "#dcc7aa"

$`Cheerful blues and pink`
[1] "#ffbebd" "#fcfcfa" "#337bae" "#1a405f"

$`Cheerful brights`
[1] "#258039" "#f5be41" "#31a9b8" "#cf3721"

$`Chocolaty browns`
[1] "#301b28" "#523634" "#b6452c" "#ddc5a2"

$`City sights`
[1] "#c5001a" "#e4e3db" "#113743" "#c5beba"

$`Classic metallics`
[1] "#080706" "#efefef" "#d1b280" "#594d46"

$`Classy and timeless`
[1] "#16253d" "#002c54" "#efb509" "#cd7213"

$`Clean and collegiate`
[1] "#4abdac" "#99ced4" "#eeb6b7" "#6e7376"

$`Clean and crisp`
[1] "#99d3df" "#88bbd6" "#cdcdcd" "#e9e9e9"

$`Clean and highlighted`
[1] "#caebf2" "#a9a9a9" "#ff3b3f" "#efefef"

$`Clean gradient and fresh blues`
[1] "#77c9d4" "#57bc90" "#015249" "#a5a5af"

$Coastal
[1] "#a5c3cf" "#f3d3b8" "#e59d5c" "#a99f3c"

$`Colorful without clashing`
[1] "#fa7c92" "#6ec4d8" "#fff7c0" "#66ab8c"

$`Cool and calm`
[1] "#6bbaa7" "#fba100" "#6c648b" "#b6a19e"

$`Cool blues`
[1] "#003b46" "#07575b" "#66a5ad" "#c4dfe6"

$`Cool jewel tones`
[1] "#67aeca" "#675682" "#5f0f4e" "#e52a6f"

$`Cool vs warm`
[1] "#18121e" "#233237" "#984b43" "#eac67a"

$`Corporate and sleek`
[1] "#f7f5e6" "#333a56" "#52658f" "#e8e8e8"

$Cosmopolitan
[1] "#8593ae" "#5a4e4d" "#7e675e" "#dda288"

$`Cozy and warm`
[1] "#662225" "#b51d0a" "#ead39c" "#7d5e3c"

$`Crisp and dramatic`
[1] "#505160" "#68829e" "#aebd38" "#598234"

$`Crisp complementary colors`
[1] "#f4ec6a" "#bbcf4a" "#e73f0b" "#a11f0c"

$`Dark and earthy`
[1] "#46211a" "#693d3d" "#ba5536" "#a43820"

$`Dark and handsome`
[1] "#42313a" "#6c2d2c" "#9f4636" "#f1dcc9"

$`Day and night`
[1] "#011a27" "#063852" "#f0810f" "#e6df44"

$`Distintive and unexpected`
[1] "#52908b" "#e5e2ca" "#ddbc95" "#e7472e"

$`Earthy and fresh`
[1] "#945d60" "#626e60" "#af473c" "#3c3c3c"

$`Elegant and sophisticated`
[1] "#0b83c5" "#328cc1" "#d9b310" "#1d2731"

$`Exotic and high impact`
[1] "#0f1f38" "#8e7970" "#f55449" "#1b4b5a"

$`Fresh and bright`
[1] "#f98866" "#ff420e" "#80bd9e" "#89da59"

$`Fresh and energetic`
[1] "#4cb5f5" "#b7b8b6" "#34675c" "#b3c100"

$`Fresh and lively`
[1] "#4cdef5" "#a4d555" "#ff5992" "#841983"

$`Fresh greens`
[1] "#265c00" "#68a225" "#b3de81" "#fdffff"

$`Fun and cheerful`
[1] "#a7d2cb" "#f2d388" "#c98474" "#874c62"

$`Fun and professional`
[1] "#4abdac" "#fc4a1a" "#f7b733" "#dfdce3"

$`Fun and tropical`
[1] "#4897d8" "#ffdb5c" "#fa6e59" "#f8a055"

$`Garden fresh`
[1] "#ee693f" "#f69454" "#fcfdfe" "#739f3d"

$`Golden afternoon`
[1] "#882426" "#cdbea7" "#323030" "#c29545"

$`Grecian holiday`
[1] "#2988bc" "#2f496e" "#f4eade" "#ed8c72"

$`Green fields`
[1] "#919636" "#524a3a" "#fffae1" "#5a5f37"

$`Hazy grays`
[1] "#2c4a52" "#537072" "#8e9b97" "#f4ebdb"

$`High saturation and high energy`
[1] "#fe65b7" "#e9c904" "#8fc33a" "#62edd6"

$`Icy blues and grays`
[1] "#f1f1f2" "#bcbabe" "#a1d6e2" "#1995ad"

$`Industrial and in control`
[1] "#20232a" "#acbebe" "#f4f4ef" "#a01d26"

$`Jewel tones`
[1] "#7f152e" "#d61800" "#edae01" "#e94f08"

$`Lemonade stand`
[1] "#f70025" "#f7efe2" "#f25c00" "#f9a603"

$`Light and natural`
[1] "#688b8a" "#a0b084" "#faefd4" "#a57c65"

$`Luxurious and modern`
[1] "#0f1626" "#ab987a" "#ff533d" "#f5f5f5"

$`Maritime brights`
[1] "#257985" "#5ea8a7" "#ffffff" "#ff4447"

$`Mediterranean afternoon`
[1] "#8c0004" "#c8000a" "#e8a735" "#e2c499"

$`Misty greens`
[1] "#04202c" "#304040" "#5b7065" "#c9d1c8"

$`Modern and clean`
[1] "#e37222" "#07889b" "#66b9bf" "#eeaa7b"

$`Modern and crisp`
[1] "#0f1b07" "#ffffff" "#5c821a" "#c6d166"

$`Modern and minimal`
[1] "#c06014" "#eddbc0" "#000000" "#cdcdcd"

$`Modern and muted`
[1] "#a9b7c0" "#c7d8c6" "#efd9c1" "#cccbc6"

$`Modern and urban`
[1] "#f9ba32" "#426e86" "#f8f1e5" "#2f3131"

$`Muted and antique`
[1] "#a4cabc" "#eab364" "#b2473e" "#acbd78"

$`Muted and minimal`
[1] "#96858f" "#6d7993" "#9099a2" "#d5d5d5"

$`Muted tones`
[1] "#c0b283" "#dcd0c0" "#f4f4f4" "#373737"

$`Naturally elegant`
[1] "#ebdf00" "#7e7b15" "#563e20" "#b38540"

$`Neon and bold`
[1] "#d48cf8" "#0e8044" "#b5e582" "#08302f"

$`Neon night`
[1] "#f77604" "#b8d20b" "#f56c57" "#231b12"

$`Neon tones and sharp contrast`
[1] "#0e0b16" "#a239ca" "#4717f6" "#e7dfdd"

$`Neutral and versatile`
[1] "#626d71" "#cdcdc0" "#ddbc95" "#b38867"

$Nightlife
[1] "#00cffa" "#ff0038" "#ffce38" "#020509"

$`Orange accent`
[1] "#756867" "#dad9d3" "#353c3f" "#ff8d3f"

$`Outdoorsy and Natural`
[1] "#2e4600" "#486b00" "#a2c523" "#7d4427"

$Pastels
[1] "#c1e1dc" "#ffccac" "#ffeb94" "#fdd475"

$`Playful greens and blues`
[1] "#324851" "#86ac41" "#34675c" "#7da3a1"

$`Polished and inviting`
[1] "#eae2d6" "#d5c3aa" "#867666" "#e1b80d"

$`Pool party`
[1] "#344d90" "#5cc5ef" "#ffb745" "#e7552c"

$`Pop art`
[1] "#d7dd35" "#575da9" "#e42d9f" "#02558b"

$`Pretty pastels`
[1] "#bfd8d2" "#fedcd2" "#df744a" "#dcb239"

$`Primary colors with a vibrant twist`
[1] "#375e97" "#fb6542" "#ffbb00" "#3f681c"

$`Professional and modern`
[1] "#c5c1c0" "#0a1612" "#1a2930" "#f7ce3e"

$`Professional and traditional`
[1] "#962715" "#ffffff" "#1e1e20" "#bbc3c6"

$`Refreshing and pretty`
[1] "#98dbc6" "#5bc8ac" "#e6d72a" "#f18d9e"

$`Retro and relaxing`
[1] "#d35c37" "#bf9a77" "#d6c6b9" "#97b8c2"

$`Retro inspired`
[1] "#fedc3d" "#000000" "#01abaa" "#fea680"

$`Serene and spa like`
[1] "#a1be95" "#e2dfa2" "#92aac7" "#ed5752"

$`Shabby chic neutrals`
[1] "#6c5f5b" "#cdab81" "#dac3b3" "#4f4a45"

$`Shades of citrus`
[1] "#eb8a44" "#f9dc24" "#4b7447" "#8eba43"

$`Shadowy and dramatic`
[1] "#262f34" "#f34a4a" "#f1d3bc" "#615049"

$`Sharp and modern`
[1] "#3cc47c" "#1e392a" "#e9c893" "#828081"

$`Simple and fresh`
[1] "#414141" "#ccdfcb" "#ff6a5c" "#056571"

$`Simple but bold`
[1] "#f7ef6a" "#93c178" "#465c8b" "#dfdce3"

$`Sleek and modern`
[1] "#2f2e33" "#d5d6d2" "#ffffff" "#3a5199"

$`Smoky purples`
[1] "#a49592" "#727077" "#eed8c9" "#e99787"

$`Spicy neutrals`
[1] "#af4425" "#662e1c" "#ebdcb2" "#c9a66b"

$`Splash of color`
[1] "#4484ce" "#d9d9d9" "#f9cf00" "#f19f4d"

$`Stormy hues`
[1] "#494e6b" "#98878f" "#985e6d" "#192231"

$`Strawberries and cream`
[1] "#d8412f" "#fe7a47" "#fcfdfe" "#f5ca99"

$`Striking and energetic`
[1] "#f81b84" "#f5ce28" "#43c0f6" "#f2eee2"

$`Stylish and retro`
[1] "#75b1a9" "#d9b44a" "#4f6457" "#acd0c0"

$`Subdued and proffesional`
[1] "#90afc5" "#336b87" "#2a3132" "#763626"

$`Subtle and versatile`
[1] "#5f968e" "#bfdccf" "#e05858" "#d5c9b1"

$`Summer barbeque`
[1] "#b9d9c3" "#752a07" "#fbcb7b" "#eb5e30"

$`Summer fiesta`
[1] "#c7db00" "#7aa802" "#f78b2d" "#e4b600"

$`Summer inspired`
[1] "#286da8" "#cd5360" "#b37d4e" "#438496"

$`Summer sunflower`
[1] "#34888c" "#7caa2d" "#f5e356" "#cb6318"

$`Sun and sky`
[1] "#217ca3" "#e29930" "#32384d" "#211f30"

$`Sunkissed village`
[1] "#d24136" "#eb8a3e" "#ebb582" "#785a46"

$`Sunny and calm`
[1] "#cae4db" "#dcae1d" "#00303f" "#7a9d96"

$`Sunny citrus`
[1] "#faaf08" "#fa812f" "#fa4032" "#fef3e2"

$`Sunset to dusk`
[1] "#363237" "#2d4262" "#73605b" "#d09683"

$`Surf and turf`
[1] "#f4cc70" "#de7a22" "#20948b" "#6ab187"

$`Technology meets nature`
[1] "#fbcd4b" "#a3a599" "#282623" "#88a550"

$`Timeless and nautical`
[1] "#00293c" "#1e656d" "#f1f3ce" "#f62a00"

$`Tints and tones`
[1] "#94618e" "#49274a" "#f4decb" "#f8eee7"

$`Trendy and metropolitan`
[1] "#488a99" "#dbae58" "#fbe9e7" "#b4b4b4"

$`Tropical tones`
[1] "#1fb58f" "#eab126" "#f24c4e" "#1b7b34"

$`Understated and versatile`
[1] "#335252" "#d4dde1" "#aa4b41" "#2d3033"

$`Unexpected color combinations`
[1] "#6e3667" "#88d317" "#1a0315" "#535353"

$`Unique and striking`
[1] "#cf6766" "#30415d" "#031424" "#8eaebd"

$`Urban living`
[1] "#dddede" "#232122" "#a5c05b" "#7ba4a8"

$`Urban oasis`
[1] "#506d2f" "#2a2922" "#f3ebdd" "#7d5642"

$`Vineyard neutrals`
[1] "#1e0000" "#500805" "#9d331f" "#bc6d4f"

$`Vintage charm`
[1] "#fcc875" "#baa896" "#e6ccb5" "#e38b75"

$`Vintage charm 2`
[1] "#cda34f" "#e9e7da" "#636b46" "#373f27"

$`Violet sunset`
[1] "#4b4345" "#556dac" "#f79b77" "#755248"

$`Warm and bold`
[1] "#000000" "#062f4f" "#813772" "#b82601"

$`Warm and cool`
[1] "#444c5c" "#ce5a57" "#78a5a3" "#e1b16a"

$`Warm and rustic`
[1] "#fef2e4" "#fd974f" "#c60000" "#805a3b"

$`Warm and wonderful`
[1] "#7cd8d5" "#f53240" "#f9be02" "#02c8a7"

$`Warm naturals`
[1] "#2e2300" "#6e6702" "#c05805" "#db9501"

$`Warm tones`
[1] "#d7cec7" "#565656" "#76323f" "#c09f80"

$`Watery blue-greens`
[1] "#021c1e" "#004445" "#2c7873" "#6fb98f"

$`Wintery reds`
[1] "#a10115" "#d72c16" "#f0efea" "#c0b2b5"