A Machine Learning Workflow of Multiplexed Immunofluorescence Images to Interrogate Activator and Tolerogenic Profiles of Conventional Type 1 Dendritic Cells Infiltrating Melanomas of Disease-Free and Metastatic Patients
Table 1
Clinical information of the study cohort.
No.
Patient code
Classification
T
N
M
Breslow (mm)
Histologic type
Clinic evolution
1
5532
MT
T4B
1B
0
7
Acral lentiginous
Regional metastases, progression to lung, liver and, mediastinum, and abdominopelvic invasion (local and distant)
2
2847
MT
T4B
NR
IB
12
Nodular
Central nervous system, lung, and liver metastases (distant)
3
4563
MT
T4B
3C
0
13
Acral lentiginous
Lymph node metastases (local)
4
7737
MT
T4B
1
0
11
Spindle cell
Lung and liver metastases (distant)
5
5539
MT
T4B
3C
0
4
Acral lentiginous
Inguinal activity with multiple satellite lesions (local)
6
9337
MT
T4B
1
0
23
Nodular
Regional metastases (local)
7
5406
DF
2
0
0
2
Superficial spreading
Remission
8
2126
DF
1
0
0
0.8
Acral lentiginous
Remission
9
2242
DF
T1A
0
0
0.3
Acral lentiginous
Remission
10
5835
DF
T3
0
0
3
Superficial spreading
Remission
11
1009
DF
2
0
0
1.1
Acral lentiginous
Remission
12
8011
DF
4
1
0
4
Nodular
Remission
13
5017
DF
1
0
0
0.6
Acral lentiginous
Remission
14
6321
DF
TIS
0
0
NA
Acral lentiginous
Remission
15
9242
DF
T4B
0
0
12
Nodular
Remission
16
4953
DF
T3B
0
0
2.2
Nodular
Remission
17
8464
DF
TIS
0
0
NA
Acral lentiginous
Remission
TNM classification: T: tumor, N: node, M: metastases (also MT in classification), NA: no applicable.