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The Application of MEVEC 3D Doppler Ultrasound Technique for a New Classification of Morpho-Functional Phenotypes in Lower Limbs Venous Diseases

Authors Galeandro AI, Galeandro C, Scicchitano P , Clima R, Ritacco IA, Dellisanti Fabiano Vilardi M, Di Ponzio E, Annichiarico A, Ciciarello F, Contursi V, Wegierska AE, Ciccone MM 

Received 10 August 2021

Accepted for publication 30 November 2021

Published 26 February 2022 Volume 2022:18 Pages 81—87


Checked for plagiarism Yes

Review by Single anonymous peer review

Peer reviewer comments 2

Editor who approved publication: Dr Takashi Kajiya

Aldo Innocente Galeandro,1 Cristina Galeandro,2 Pietro Scicchitano,3 Rosanna Clima,4 Ilenia Annunziata Ritacco,5 Massimiliano Dellisanti Fabiano Vilardi,1 Egidio Di Ponzio,1 Annamaria Annichiarico,1 Francesco Ciciarello,6 Vincenzo Contursi,7 Angelika Elzbieta Wegierska,3 Marco Matteo Ciccone3

1Unit of Technological Medical Research of the Parco Scientifico-Tecnologico, University of Bari “A. Moro”, Bari, Italy; 2Section of Vascular Surgery, Department of Emergency and Organ Transplantation, University of Bari, Bari, Italy; 3Section of Cardiovascular Diseases, Department of Emergency and Organ Transplantation, University of Bari, Bari, Italy; 4BROWSer S.r.l. - Bioinformatics Resource for Omics Wide Services, Dipartimento di Bioscienze, Biotecnologie e Biofarmaceutica, University of Bari “A. Moro”, Bari, Italy; 5Section of Cardiac Surgery, Department of Emergency and Organ Transplantation, University of Bari, Bari, Italy; 6Department of Cardiovascular, Respiratory, Geriatric and Morphologic Sciences of “Umberto I” Polyclinic of Rome, “Sapienza” University, Rome, Italy; 7Italian Society for Interdisciplinary Primary Care, Bari, Italy

Correspondence: Pietro Scicchitano, Section of Cardiovascular Diseases, Cardio-Thoracic Department, University of Bari “A. Moro”, Piazza G. Cesare, Bari, 11 – 70124, Italy, Email [email protected]; [email protected]

Introduction: MEVEC 2.1 is a novel 3D mapping software dedicated to the evaluation of the venous vascular three of the lower limbs. It has already proven as a sensitive, specific, and accurate technique able to provide better morphologic and functional details of the lower limb venous system than standard reports. The aim of this study was to identify specific morpho-functional graphic phenotypes in lower limb venous diseases by means of MEVEC 2.1.
Materials: Three-hundred eleven consecutive outpatients underwent lower limb Doppler ultrasound examination by means of the MEVEC 2.1 technique. All of them showed at least one among these pathological findings: venous insufficiency, thrombosis, incompressibility, and/or incompetent.
Results: We tried to evaluate possible clusters among the different morpho-functional findings from the venous maps in order to outline reproducible phenotypes. Correlation indexes allowed us to provide a classification in morpho-functional phenotypes in order to standardize the data from examinations performed by different physicians. Twelve phenotypes had been proposed.
Conclusion: The study showed that the MEVEC 2.1 technique provides a standardized classification that allows physicians identifying phenotypes yielded by 3D mapping of the veins of the lower limbs.

Keywords: lower limb venous diseases, venous ultrasound, MEVEC, 3D mapping, venous mapping


Chronic lower limb venous insufficiency is one of the most widespread diseases in industrialized countries, mainly affecting female gender (5:1 ratio compared to male).1–3 Doppler ultrasound approach remains the best approach for the diagnosis of lower limb venous diseases, far away replacing phlebography for the final evaluation of venous, peripheral districts.4,5

Venous Doppler ultra-sound performed with the use of MEVEC 2.1 software moves forward the ancient B-dimensional approach to lower limb diseases by performing a full evaluation of lower limb venous system by reporting the Venous Hemodynamic Map, an extremely complex and accurate examination.6,7 The reproducibility of the standard venous mapping is challenging.8–14 Independently from the CEAP classification, venous mapping of the lower limbs may carry out false-positive examinations.11 Labropoulos and Leon14 outlined the difficulties in correctly identifying the hemodynamic features of the venous drainage, as well as the representation of the anatomic variations of the whole venous tree of the lower limbs. Malgor and Labropoulos12 rightly outlined one of the most important limitation of the ultrasound evaluation of the venous drainage of the lower limbs: the poor training course of physicians who often try to perform the examinations.

Different methods had been created in order to overcome the limitations of the Doppler ultrasound. For instance, invasive assessment of venous vascular tree had been proposed with the application of Intravascular ultrasound (IVUS).15 IVUS was considered during some peripheral venous interventions to better address the surgeon. Nevertheless, IVUS was not superior than venography but rather seemed to underestimate venous stenosis.15 For instance, IVUS is an invasive method and could not generally be applied in daily outpatient activities. Contrast imaging techniques might provide more reproducible approaches to venous disorders. Computed tomography (CT) venogram has been introduced for the evaluation of venous disorders.16,17 Lee et al17 identified a sensitivity of 98.2% and a specificity of 83.3% in the evaluation of great saphenous vein insufficiency by CT venogram as compared to duplex ultrasound. Indeed, the use of CT requires local expertise, increases the costs of national health system, prolongs waiting-list duration, and need contrast-agents which may impact on the overall health of patients. Recently, venous magnetic resonance imaging (MRI) has been applied for the ed (TRANCE) MRI, which is the best evolution of MRI as applied to venous diseases as it allows reassessment of venous disorders.18–20 The adoption of triggered angiography non-contrast enhances the productivity of the technique and reduces the need for higher operator skills.18,19 As per CT imaging, contrast and TRANCE-MRI still represent a health system problem: apart from local expertise, the need for identifying dedicated centres and devices, the use of CT/MRI for several diagnostic aims other than venous disorders, and the related waiting list might reduce the daily use of such techniques.

The MEVEC 2.1 software allows carrying out a 3D venous map built from Doppler ultra-sound examination, whose results are easily performed by any physician who has basic knowledge of venous diseases and venous hemodynamics as previously demonstrated by our group (Supplementary Figures 1 and 2).6,7 The final image is a 3D venous map able to clearly display the anatomy and pathology of the lower limb veins, thus providing novel approach to further treatments of the venous disorder.

The lack of standardized examination protocols12 and the difficulties in the evaluation of any anatomic variation in venous tree14 forced us to try to develop a new classification of the main features of the venous diseases of the lower limbs by means of the MEVEC 2.1 software. Specifically, we tried to identify possible correlations among alterations in different venous districts of the lower limbs by means of MEVEC 2.1. The aim of this paper was to evaluate the presence of specific phenotype and recurrences of venous abnormalities by means of MEVEC 2.1 in order to develop a new 3D classification of venous disorders of the lower limbs.

Materials and Methods

Three-hundred eleven (227 [73%] females) outpatient individuals followed-up from Angiology Section of the Cardiovascular Diseases Department of University of Bari, Bari, Italy, were enrolled. Inclusion criteria were the presence of lower limbs’ chronic venous diseases symptoms (stage C0-C6, CEAP classification) and age >18 years old. Exclusion criteria were: peripheral arterial diseases, ischemic heart disease, previous stroke, severe chronic inflammatory diseases, severe obesity (body mass index [BMI] ≥25).

The study had been approved by the Ethics Committee in agreement with Helsinki declaration. All patients expressed written informed consent to participate in the study.

All of the patients underwent a complete Doppler ultrasound evaluation of the lower limb venous system. An expert physician in venous mapping performed all of the examinations in order to reduce possible variation in technique. In fact, in order to reduce bias, only one experienced physician performed ultrasound evaluations. Repeated measurements were performed in order to calculate intraclass correlation coefficient (ICC, good if >0.80) for the evaluation of intraobserver variability.21 We obtained a good reproducibility of the MEVEC 2.1 as the analysis revealed an ICC of 0.90.

Patients were examined in a warm room with temperature ranging from 18°C to 22°C. Physicians adopted the MEVEC 2.1 protocol to specifically perform the examinations.6,7 In particular, the patient was in orthostatic position. The limb was usually divided into four parts, and the veins of each part are listed in standard order. Then, the morpho-functional characteristics of the veins – insufficiency, thrombosis, incontinence, etc – are represented by pre-specified symbols, which are automatically included by the software on the vessel representation.6,7 The report is automatically generated and data sent to the Core laboratory.6,7 The 3D image will allow the possibility for a better identification of the main features of the venous disorder of the lower limbs, while providing a reproducible evaluation of the maps from both expert and non-expert physicians as previously demonstrated by our group.6,7

All of the patients underwent the following maneuvers during the study: the Valsalva maneuver, which elicits reflux in pathological conditions; proximal and distal manual compression: venous reflux is detected after the release of the compression.

We considered 500 milliseconds as the cutoff value for reflux in the superficial veins, deep femoral veins, and deep calf veins; 1000 milliseconds as the reflux cutoff value for the femoropopliteal veins, while the outward flow in the perforating veins was considered abnormal at 350 milliseconds.22

The overall duration of the examination was about half – an – hour, while the transmission of the information to the Core Lab software was immediate as well as the generation of the report.

The MEVEC version 2.1 software (Tecno Medical Innovation srl – Treviso) has already been tested at the Unit of Technological Medical Research of the Parco Scientifico-Tecnologico of the University of Bari “A. Moro”.6,7

Statistical Analysis

The data were computed in the form of descriptive values to identify the most frequent hemodynamic characteristics of veins of the lower limbs of the patients, which were found in each analyzed section of the legs.

Inferential statistics was adopted for calculating the correlations among phenotypes and sections. We tried to evaluate any potential correlation among different phenotypes in different areas of the leg by transforming data in order to report the presence or absence of a specific phenotype in each analyzed section. The resulting data were therefore correlated between them and hierarchically clustered, calculating the correlation with the Ward method.23 The analysis of clustering was performed in relation to gender type. We therefore obtained a correlation score ranging from −1 to 1: positive values represent two elements often coexistent in the same patient, while negative values show phenotypes which did not coexist.


Twenty-nine sections were analyzed and descriptive statistics showed that the most frequent phenotypes in the two datasets (right and left) are flow and reflux (Figure 1).

Figure 1 Phenotypes of lower limbs vascular venous alterations of both right and left legs as outlined by means of MEVEC 3D technique.

The application of inferential statistics for the identification of clustered correlations among phenotypes and leg sections outlined the presence of 26 correlations of potential interest (Table 1).

Table 1 Clustered Correlations Among Phenotypes and Leg Sections

According to these correlations, we derived 7 main different phenotypes subdivided into different subtypes (Figure 2). We named “phenotypes” cluster of venous disorders which were related each other after statistical inferences. The phenotypes are characterized by several alterations in the venous tree of the lower limbs taken together after statistical analysis in order to derive a reproducible predictive model of the venous tree of the lower limb.

Figure 2 Classification of the main seven different phenotypes of vascular venous pattern in lower limbs and their subtypes.

Abbreviations: ES, external saphenous vein; IS, internal saphenous vein; Q, quartile.

A simplified flow chart (Figure 3) had been created in order to better delineate a possible use of the different phenotypes in clinical practice in order to better drive the decisions on the therapies for venous diseases.

Figure 3 Simplified flow chart to better delineate a possible use of the different phenotypes in clinical practice in order to better drive the decisions on the therapies for venous diseases.


The standardization of Doppler ultrasound technique in evaluating venous vascular diseases is still a matter of debate.8–14 The introduction of MEVEC 2.1 and its validation improved the assessment of venous diseases in daily clinical practice by translating the ancient written data report on a 3D map able to better clarify the anatomic and physiopathological issues related to the assessment of venous diseases.6,7

Indeed, the need for further simplification of the venous mapping technique forced our group to identify possible correlations among different phenotypes of vascular diseases. Therefore, we tried to demonstrate possible correlations among pathological venous characteristics of different regions of the inferior legs in order to identify phenotypes easy to be found during daily clinical practice.

Galeandro et al already observed that the 3D venous mapping by means of MEVEC 2.1 software was more reliable than the common written reports in evaluating patients with venous diseases.7

The study of the hemodynamics of the lower limb venous tree is hard to be performed, while the reproducibility of the several methods is a matter of debate.

The use of Doppler ultrasound for the assessment of venous hemodynamics is simplistic if not associated with the identification of the blood movement and the alterations in its flow.24 Difficulties emerge when physicians try to translate their study on lower limbs hemodynamics on a biplane paper. The introduction of MEVEC 2.1 is rather able to overcome the impasse due to ancient technique and provide a 3D graphic scheme, which is useful for better understanding the anatomy and physiopathology of venous vascular system of the lower limbs.6,7

The MEVEC 2.1 software is effectively able to create a specific graphic scheme of the lower limb venous system (called 3D venous imaging) by which spatial proportions are preserved among the three subsystems (superficial, deep and perforating veins).

The aim of the present study is to further develop the skills and the performances of the MEVEC 2.1. In particular, this study demonstrated correlations among patterns of alterations in hemodynamics of different venous vascular regions of the lower limbs in order to fasten the performance of venous mapping. We found 26 possible correlations among venous abnormalities within the four parts of the leg. Taking together and clinically summarizing those correlations which demonstrated the highest relationship, we derived 7 phenotypes and further subtypes (Figure 2).

The identification of these phenotypes can fasten the performance of venous mapping of the lower limbs: physicians might derive specific alterations in different regions of the venous vascular tree of the lower limbs after the identification of the first alteration into a dedicated district.

Therefore, physician involved in the reconstruction pathway of the venous map may use these phenotypes to directly predict alterations in venous hemodynamics of the lower limbs.

This is the first study attempting to identify a technique able to improve the visualization of the venous vascular tree of the lower limbs in healthy and pathological conditions, to provide a 3D map able to impact on a comprehensive evaluation of the venous diseases by considering both anatomy of the veins and their hemodynamics, and to increase the readability of the text even from physicians not expert in venous disorders.

The success in widening the comprehension of the venous maps to a wide range of physicians and the simplification in the report as outlined by the 3D reconstruction derived from MEVEC 2.1 include implications in terms of therapeutic management. In fact, the easy detection of venous disorders will improve the application of dedicated therapeutic protocols in order to prevent the progress of the venous disorders. Furthermore, the fast reproducibility of the technique will promote the reduction in waiting list for the comprehensive evaluation of the venous disorders.

Indeed, further and comprehensive clinical studies are needed in order to better validate MEVEC 2.1 and to definitely substitute the ancient and obsolete written report.


The MEVEC 2.1 software is a reliable tool able to provide 3D maps of the venous vascular tree of the lower limbs. The identification of 7 characteristic phenotypes can fasten the evaluation of the hemodynamics of the venous vascular system in lower limbs as they allowed the easy recognition of recurrent patterns of venous disorders.

Ethics Approval and Consent to Participate

The study protocol was approved by the ethic committee of University of Bari and was in agreement with the Helsinki Declaration. Informed consent was obtained from the patients and from the enrolled subjects.


There is no funding to report.


The authors certify that there is no conflict of interest in this work.


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