Computational BioMedicine Laboratory (CBML), Foundation for Research & Technology, Heraklion, Crete, Greece
2 Department of Radiology, School of Medicine,, University of Crete, Greece
3 Image Analysis Research Unit, IMT School for Advanced Studies Lucca, Italy
4 Department of Pathology, , University Hospital of Crete, Greece
5 Technological Educational Institute of Crete, Department of Informatics Engineering, Greece
6 Department of Surgical Oncology, School of Medicine, University of Crete, Greece
Corresponding author details:
Katerina Nikiforaki, CBML
Foundation for Research & Technology
N.Plastira 100 Vasilika Vouton
Copyright: © 2018 Nikiforaki K, et al. This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 international License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited
Tumor necrosis factor alpha (TNF-α) is known to cause selective destruction of tumor
neovascularisation. Perfusion changes in tumor microenvironment were studied in a young
patient with a high-grade myxoid liposarcoma after isolated limb perfusion with TNF-α
and melphalan, using advanced MR imaging. Quantitative and semi-quantitative evaluation
of perfusion metrics included ktrans/f/T2* shift and automatic extraction of enhancement
patterns. Strong agreement between different methods is consistent with response to
therapy, specifically reduced perfusion (mean ktrans shifted from 0.424 to 0.099 mL/g/min,
mean f from 33.5 to 7.3%), reduced hypoxia indication (mean T2* increased from 72 to 82
ms) and prevalence of necrotic areas.
Tumor Necrosis Factor-α; MR imaging/diagnosis; Pattern Recognition; Tumor hypoxia;
Cancer imagenomics; Liposarcoma/treatment response
(TNF-α) : Tumor Necrosis Factor Alpha
ILP : Isolated limb perfusion
DCE : Dynamic Contrast Enhanced
DWI : Diffusion Weighted Imaging
IVIM : Intravoxel Incoherent Motion
T2*r : T2* Relaxometry
BOLD : Blood Oxygen Level-Dependent
PK : Pharmacokinetic
ktrans : Transendothelial permeability
dHb : Deoxyhemoglobin
IMVD : Intratumoral Microvessel Density
FISH : Fluorescence In situ Hybridization
PR : Pattern Recognition
Isolated limb perfusion (ILP) has been used for locally advanced extremity soft tissue sarcoma in order to avoid amputation when wide excision of the tumor is not feasible . Subsequently (marginal) excision of the tumor is performed 6 to 8 weeks after this regional chemotherapy treatment. A drug combination of tumor necrosis factor alpha (TNF-α) and melphalan is usually used. TNF-α is multifunctional cytokine that plays a major role in innate and acquired immunity while its binding to certain receptors leads to hemodynamic and antitumor effects . The administration of TNF-α during ILP inhibits devastating systemic hemodynamic effects and shows a strong synergistic antitumor action with chemotherapeutic agents in sarcoma patients . In the setting of ILP TNF-α has two distinct antitumor properties that may be related to each other: increased uptake of chemotherapeutic drugs such as melphalan into the tumor and selective destruction of tumor neovascularization . In experimental studies TNF-α has led to increased vessel permeability and decreased interstitial pressure as immediate effects after administration [4,5]. These early antivascular effects lead to an up to 6-fold–increased uptake of melphalan into the tumor . Late antivascular effects such as tumor vessel disintegration and endothelial apoptosis which may ultimately result in tumor necrosis are best demonstrated in imaging obtained before and after ILP with TNF-α .
The evaluation of tumor response to therapy by non-invasively assessing blood supply and oxygen level has been a long-standing endeavor in MR imaging (MRI). To this end clinically relevant perfusion biomarkers extracted from Dynamic Contrast Enhanced (DCE) Diffusion Weighted Imaging (DWI) and T2* relaxometry (T2*r) are indicative of various pathophysiological properties of tissue vascularity [8,9].
Specifically DCE MRI evaluates the temporal pattern of enhancement from multiple dynamic acquisitions of high temporal resolution. A recent semi-quantitative analysis framework relies on a pattern recognition (PR) method namely BU-NMF  which extracts automatically the principal enhancement patterns that describe DCE data and assigns a certain enhancement profile to each image pixel. These patterns can be labeled as necrotic hypoxic and well-perfused and were associated with the three most common enhancement patterns found in tumors  which are described by steady and subtle enhancement (Type 1) by delayed enhancement and some wash-out (Type 2) and by rapid enhancement and wash-out (Type 3). Additionally quantitative analysis based on pharmacokinetic (PK) models  provides estimates of transfer rates of the contrast agent from plasma to tissue (transendothelial permeability-ktrans).
However the DCE is not the only MRI method providing metrics indicative of vascularity. Intravoxel incoherent motion (IVIM) model of DWI may separate microcirculatory from thermal diffusion effects and can be used to study microcirculatory blood flow properties by estimating the microperfusion fraction f  i.e. the fraction of DWI signal arising from incoherent blood flow motion.
A third MRI method related to blood supply is the Blood Oxygen Level-Dependent (BOLD) which indirectly measures the total amount of deoxyhemoglobin (dHb) levels in a voxel. Conceptually the paramagnetic nature of deoxyhemoglobin as opposed to oxyhemoglobin accelerates T2* relaxation shortening thus T2* constants of tissue around the blood vessels. Importantly dHb levels depend on a number of concurrent phenomena such as blood flow blood oxygenation vasculature hemoglobin levels etc.  Because of the complex interplay between blood supply and oxygen extraction changes in oxygen delivery (blood flow) are not directly related to changes of oxygen consumption and dHb changes do not always match the expected action of the vascular stimulus. T2*r can provide information regarding tumor microenvironment as it reflects tissue oxygen bioavailability. Larger T2* tissue constants as a result of lower dHb concentration may indicate lower blood flow lower tissue oxygenation deficient vascular network etc. and is consistent with tumor response to therapy .
Although based on different grounds all three techniques have
been widely used for tumor characterization. To our knowledge MRI
analysis of TNF induced perfusion have only been studied in animals
 and have shown changes in endothelial permeability after
therapy as measured by perfusion biomarkers. This case study shows
the vascularity changes in a lower limb sarcoma after ILP with TNF-α
based on quantitative and semi-quantitative MRI methods.
A 40-year-old patient was referred for MRI scan of the left foot.
Six months prior to imaging he had suffered from local pain during
walking and had noticed a gradually growing tumor at its dorsolateral
site. X-Ray showed a soft tissue mass between the 4th and the 5th
metatarsal bones of the right left foot with bone remodeling and
deformity (Figure 1). The mass was painless and slowly growing.
Advanced MRI was performed before any biopsy. Since an ultrasoundguided core needle biopsy was inconclusive an open biopsy from the
dorsal site of the soft tissue tumor was performed. At histological
examination of the macroscopically grey to white color tissue with a
myxoid-fleshy consistency the lesion presented a subtle multinodular
conformation exhibited areas of variable cellular density with enhancement of cellularity at the periphery and was composed of
bland fusiform or round cells suspended individually in a myxoid
matrix with a prominent network of arborizing thin-walled capillary
vessels often in a “chicken-footprint” configuration (Figure 2). Pools
of extracellular mucin with cellular condensation at the rim were
focally present. Mitotic figures were absent and lipoblasts were not
identified. Immunohistochemical staining was positive for Vimentin
only. Based on rearrangement of DDIT-3 gene which was detected
using Fluorescence in Situ Hybridization (FISH)the histopathological
diagnosis of high grade myxoid liposarcoma was made.
Figure 1: Magnified oblique view of the left foot, shows a soft
tissue mass (asterisk) with displacement and remodelling of the
4th metatarsal (arrow)