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Table 2 Summary of studies evaluating the prognostic value of pre-therapy FDG-PET/CT in metastatic melanoma

From: Review on radiomic analysis in 18F-fluorodeoxyglucose positron emission tomography for prediction of melanoma outcomes

Author

Number of patients

PET Time point

Therapy

Features assessed

Outcomes

Findings

PET/CT Scanners

Externe validation

Harmonization

Ito et al [48]

n = 142

Pre-therapeutic

Ipilimumab (second line)

MTV,

TLG,

SULmax,

SULpeak

Survival prognosis

TB-MTV and TB-TLG predicted survival

GE Discovery Series (VCT, ST, STE, 600 and 690),

No

A cross-calibration between the dose calibrator and the FDG-PET/CT was carried out every month

Seban et al [50]

n = 56

Pre-therapeutic

Ipilimumab

Pembrolziumab

SUVmax, SUVmean,

TB-MTV,

BLR,

SLR

Survival prognosis

TB-MTV > 16.3 ml and BLR > 0.76 was independently associated with a shorter OS (both P < 0.001) and a shorter PFS (P = 0.01 and P = 0.04, respectively)

GE Discovery 690 FDG-PET/CT

No

NA

Nakamoto et al [54]

n = 92

Pre-therapeutic

Pembrolziumab

Nivolumab

SUVmax,

MTV,

BLR

Survival prognosis

BLR > 0.78 was independently associated with a shorter PFS and OS (P = 0.017 and P = 0.011, respectively)

GE Discovery 600, 690, 710 or MI (GE Healthcare),

No

Normalization to hepatic background

Schweighofer-Zwink et al [55]

n = 51

Pre-therapeutic

Ipilimumab

Pembrolziumab

Nivolumab

SULmax, SULpeak, SULmean,

TB-MTV,

TB-TLG,

TBR,

TMR

Survival prognosis

TBR was independently associated with survival (cutoff value of 2.15, sensitivity of 88.5%, and specificity of 68.0% for 3-year survival)

Phillips TF Ingenuity and Siemens Biograph mCT scanners

No

Acquisitions were carried out on the basis of EARL criteria (in order to maintain compatibility between data obtained from the two scanners),

Use of Philips IntelliSpace Portal software, version 10.1.

Annovazzi et al [57]

n = 57

Pre-therapeutic

BRAFi

MEKi

TB-MTV

Survival prognosis

TB-MTV > 56 ml was independently associated with a shorter PFS and OS

Siemens Biograph16 (Siemens Healthineers),

No

NA

Iravani et al [59]

n = 106

Pre-therapeutic

Ipilimumab-Nivolumab combination

TB-MTV

TB-TLG

Survival prognosis

TB-MTV > 42 ml was independently associated with a shorter PFS and OS

FDG PET/CT scanners, including Biograph 16(Siemens Healthineers), GE 690 or GE 710 Discovery (GE Healthcare) scanners

No

Cross-calibration every 3 months

Flaus et al.

[60]

n = 56

Pre-therapeutic

Pembrolziumab

Nivolumab

41 features including:

First order statistics,

GLCM,

GLRLM, GLSZM,

NGLDM

Survival prognosis

Therapeutic response

Both TB-MTV > 5.6 ml and LZE >-437were independently associated with a shorter OS (P < 0.0001)

Biograph mCT Flow 20 (Siemens Healthcare) and Biograph 6 HI-REZ (Siemens Healthcare) Biograph Horizon 16 (Siemens Healthcare) and Discovery 690 (General Electrics Healthcare)

No

ComBat procedure

  1. Abbreviations GLCM = gray level co-occurrence matrices; GLRLM = gray-level run length matrix; GLSZM = gray level size zone matrix; NGLDM = neighborhood gray-level different matrix; LZE = long zone emphasis; SUV = standardized uptake value; SUL = SUV corrected by lean body mass; TB = total body; MTV = metabolic tumor volume; TLG = total lesion glycolysis; ACC = absolute correlation coefficient; BLR = bone marrow-to-liver ratio ; SLR = spleen-to-liver ratio ; TBR = tumor-to-background ratio ; TMR = tumor-to-muscle ratio ; OS = overall survival ; PFS = progression free survival