<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="3.0" xml:lang="en" article-type="research article">
 <front>
  <journal-meta>
   <journal-id journal-id-type="publisher-id">
    jbise
   </journal-id>
   <journal-title-group>
    <journal-title>
     Journal of Biomedical Science and Engineering
    </journal-title>
   </journal-title-group>
   <issn pub-type="epub">
    1937-6871
   </issn>
   <issn publication-format="print">
    1937-688X
   </issn>
   <publisher>
    <publisher-name>
     Scientific Research Publishing
    </publisher-name>
   </publisher>
  </journal-meta>
  <article-meta>
   <article-id pub-id-type="doi">
    10.4236/jbise.2025.184008
   </article-id>
   <article-id pub-id-type="publisher-id">
    jbise-142155
   </article-id>
   <article-categories>
    <subj-group subj-group-type="heading">
     <subject>
      Articles
     </subject>
    </subj-group>
    <subj-group subj-group-type="Discipline-v2">
     <subject>
      Biomedical 
     </subject>
     <subject>
       Life Sciences
     </subject>
    </subj-group>
   </article-categories>
   <title-group>
    The Challenge of a Qualitative Ultrasonographic Classification in Lipedema
   </title-group>
   <contrib-group>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Deise
      </surname>
      <given-names>
       Vargas
      </given-names>
     </name>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Amanda Martins Ribeiro
      </surname>
      <given-names>
       Santos
      </given-names>
     </name>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Anderson Nadiak
      </surname>
      <given-names>
       Bueno
      </given-names>
     </name>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Alexandre Sacchetti
      </surname>
      <given-names>
       Bezerra
      </given-names>
     </name>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Marco de Andrade
      </surname>
      <given-names>
       Bianchi
      </given-names>
     </name>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Alexandre Campos Moraes
      </surname>
      <given-names>
       Amato
      </given-names>
     </name>
    </contrib>
   </contrib-group> 
   <aff id="affnull">
    <addr-line>
     aUltrasound Department of Rede D’Or Radiology, São Paulo, Brazil
    </addr-line> 
   </aff> 
   <pub-date pub-type="epub">
    <day>
     31
    </day> 
    <month>
     03
    </month>
    <year>
     2025
    </year>
   </pub-date> 
   <volume>
    18
   </volume> 
   <issue>
    04
   </issue>
   <fpage>
    106
   </fpage>
   <lpage>
    112
   </lpage>
   <permissions>
    <copyright-statement>
     © Copyright 2014 by authors and Scientific Research Publishing Inc. 
    </copyright-statement>
    <copyright-year>
     2014
    </copyright-year>
    <license>
     <license-p>
      This work is licensed under the Creative Commons Attribution International License (CC BY). http://creativecommons.org/licenses/by/4.0/
     </license-p>
    </license>
   </permissions>
   <abstract>
    Lipedema is characterized by fat accumulation in the limbs, sparing the trunk, hands, and feet. Its etiology remains uncertain, but may be related to genetic and female hormones. Several theories suggest an association with chronic inflammation and fibrosis. Pain, spontaneous bruising, and increased diameter of the affected areas are the most frequent signs and symptoms. Diagnosis is primarily clinical, but frequently supported by imaging techniques, including ultrasound, magnetic resonance imaging (MRI), dual-energy X-ray absorptiometry (DEXA), and lymphoscintigraphy to differentiate lipedema from other similar conditions. This study retrospectively analyzed ultrasonographic images of 34 female patients, clinically diagnosed with lipedema and correlated structural patterns with different stages of inflammation and fibrosis in the dermis and subcutaneous tissue. The images were obtained in 2024 using high-frequency linear transducers (12 - 15 MHz). The findings enabled the identification of potentially characteristic changes for the development of a classification that may assist in diagnosis, treatment, and monitoring of this condition. However, while ultrasonography has already been incorporated into routine medical practice to investigate lipedema, prospective and comparative multicenter studies that correlate ultrasound findings with the clinical stage of the disease are necessary to validate the applicability of this approach.
   </abstract>
   <kwd-group> 
    <kwd>
     Lipedema
    </kwd> 
    <kwd>
      Ultrasound
    </kwd> 
    <kwd>
      Subcutaneous Tissue
    </kwd> 
    <kwd>
      Chronic Inflammation
    </kwd> 
    <kwd>
      Fibrosis
    </kwd>
   </kwd-group>
  </article-meta>
 </front>
 <body>
  <sec id="s1">
   <title>1. Introduction</title>
   <p>Lipedema is a chronic condition affecting approximately 12.3% of women in Brazil [<xref ref-type="bibr" rid="scirp.142155-1">
     1
    </xref>], clinically characterized by symmetrical fat accumulation in the arms and legs, sparing trunk, hands, and feet. Symptoms include persistent evening pain, heightened sensitivity to touch, easy and spontaneous bruising, a lack of response to weight loss interventions, and painful edema that does not improve with limb elevation (Trendelenburg position) [<xref ref-type="bibr" rid="scirp.142155-2">
     2
    </xref>]. In contrast to lymphedema, which is a disorder of the lymphatic system, lipedema does not present with pitting edema in its early stages, nor does it show a positive Stemmer’s sign.</p>
   <p>The exact pathophysiology remains uncertain, though genetic and hormonal factors have been proposed as potential contributors [<xref ref-type="bibr" rid="scirp.142155-2">
     2
    </xref>, <xref ref-type="bibr" rid="scirp.142155-3">
     3
    </xref>]. Obesity, while not considered a direct cause, must be carefully differentiated from lipedema to avoid diagnostic confusion. Clinical parameters, including body mass index (BMI), abdominal circumference, and impedance, are commonly employed to facilitate accurate differentiation [<xref ref-type="bibr" rid="scirp.142155-4">
     4
    </xref>, <xref ref-type="bibr" rid="scirp.142155-5">
     5
    </xref>]. Due to significant overlap with symptoms of lymphedema, accurate clinical diagnosis of lipedema can be challenging.</p>
   <p>Accurate differentiation between lipedema and lymphedema is essential for effective patient management. This distinction relies primarily on clinical history and detailed physical examination assessing specific signs. Lymphedema typically presents with painless edema, a positive Stemmer’s sign (inability to pinch the skin at the base of second toe or finger), and a positive Godet’s sign (persistent indentation upon skin compression). Additionally, lymphoscintigraphy in lymphedema demonstrates altered lymphatic flow, such as reduced or obstructed transport [<xref ref-type="bibr" rid="scirp.142155-4">
     4
    </xref>, <xref ref-type="bibr" rid="scirp.142155-6">
     6
    </xref>].</p>
   <p>Existing classifications of lipedema are primarily based on anatomical distribution (<xref ref-type="fig" rid="fig1">
     Figure 1
    </xref>) [<xref ref-type="bibr" rid="scirp.142155-2">
     2
    </xref>, <xref ref-type="bibr" rid="scirp.142155-6">
     6
    </xref>, <xref ref-type="bibr" rid="scirp.142155-7">
     7
    </xref>] or functional staging (<xref ref-type="table" rid="table1">
     Table 1
    </xref>) [<xref ref-type="bibr" rid="scirp.142155-2">
     2
    </xref>, <xref ref-type="bibr" rid="scirp.142155-3">
     3
    </xref>, <xref ref-type="bibr" rid="scirp.142155-8">
     8
    </xref>]. However, these approaches do not sufficiently account for other relevant factors such as disease severity, degree of inflammation, and extent of fibrosis, thus limiting their effectiveness in guiding clinical management. Given these limitations, recent research has aimed at developing a classification system that integrates ultrasonographic findings with clinical features, potentially improving diagnostic accuracy and interobserver reproducibility in the evaluation of lipedema.</p>
   <fig id="fig1" position="float">
    <label>Figure 1</label>
    <caption>
     <title>Figure 1. Anatomical Classification of Lipedema: Type I affects only the hips; Type II involves the hips and thighs; Type III involves the hips, thighs, and calves; Type IV extends to the arms up to the wrists; and Type V affects only the calves.</title>
    </caption>
    <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/9102990-rId13.jpeg?20250424101937" />
   </fig>
   <table-wrap id="table1">
    <label>
     <xref ref-type="table" rid="table1">
      Table 1
     </xref></label>
    <caption>
     <title>
      <xref ref-type="bibr" rid="scirp.142155-"></xref>Table 1. Functional classification of lipedema (adapted), based on clinical signs involving the skin, subcutaneous tissue, and lymphatic involvement.</title>
    </caption>
    <table class="MsoTableGrid custom-table" border="0" cellspacing="0" cellpadding="0"> 
     <tr> 
      <td class="acenter" width="24.07%"><p style="text-align:center"></p></td> 
      <td class="acenter" width="18.97%"><p style="text-align:center">Stage 1</p></td> 
      <td class="acenter" width="18.99%"><p style="text-align:center">Stage 2</p></td> 
      <td class="acenter" width="18.99%"><p style="text-align:center">Stage 3</p></td> 
      <td class="acenter" width="18.99%"><p style="text-align:center">Stage 4</p></td> 
     </tr> 
     <tr> 
      <td class="custom-top-td acenter" width="24.07%"><p style="text-align:center">Skin</p></td> 
      <td class="custom-top-td acenter" width="18.97%"><p style="text-align:center">Smooth</p></td> 
      <td class="custom-top-td acenter" width="18.99%"><p style="text-align:center">Irregular</p></td> 
      <td class="custom-top-td acenter" width="18.99%"><p style="text-align:center">Folds</p></td> 
      <td class="custom-top-td acenter" width="18.99%"><p style="text-align:center">Folds</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="24.07%"><p style="text-align:center">Subcutaneous tissue</p></td> 
      <td class="acenter" width="18.97%"><p style="text-align:center">Increased</p></td> 
      <td class="acenter" width="18.99%"><p style="text-align:center">Increased, Nodules</p></td> 
      <td class="acenter" width="18.99%"><p style="text-align:center">Increased, Nodules, Fibrosis</p></td> 
      <td class="acenter" width="18.99%"><p style="text-align:center">Increased, Nodules, Fibrosis</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="24.07%"><p style="text-align:center">Lymphatic involvement</p></td> 
      <td class="acenter" width="18.97%"><p style="text-align:center">Absent</p></td> 
      <td class="acenter" width="18.99%"><p style="text-align:center">Absent</p></td> 
      <td class="acenter" width="18.99%"><p style="text-align:center">Absent</p></td> 
      <td class="acenter" width="18.99%"><p style="text-align:center">Present</p></td> 
     </tr> 
    </table>
   </table-wrap>
   <p>Source: Adapted from Herbst, 2012.</p>
   <p>This work proposes a new ultrasonographic classification for lipedema that describes radiological findings based on structural changes in dermis and hypodermis.</p>
  </sec><sec id="s2">
   <title>
    <xref ref-type="bibr" rid="scirp.142155-"></xref>2. Materials and Methods</title>
   <p>Ultrasound images of the dermis and hypodermis from 34 female patients, 20 - 47 years old, forwarded for evaluation of lipedema, were retrospectively analyzed. Examinations were performed in 2024, utilizing the ultrasonographic technique described by Amato et al. [<xref ref-type="bibr" rid="scirp.142155-9">
     9
    </xref>] (<xref ref-type="table" rid="table2">
     Table 2
    </xref>). The study was approved by our institutional review board, and all patients gave informed consent. Patients diagnosed with lipedema who presented concomitant obesity were excluded from this analysis. Imaging was performed using high-frequency linear transducers (10 - 15 MHz) on GE Logiq S8, Philips Affiniti 70, and Samsung V6 systems in B-mode, with a minimum depth of four centimeters, in a limb longitudinal orientation, emphasizing the medial proximal leg, lateral mid-proximal thigh and posterior distal thigh.</p>
   <table-wrap id="table2">
    <label>
     <xref ref-type="table" rid="table2">
      Table 2
     </xref></label>
    <caption>
     <title>
      <xref ref-type="bibr" rid="scirp.142155-"></xref>Table 2. Reference values for the diagnosis of lipedema.</title>
    </caption>
    <table class="MsoTableGrid custom-table" border="0" cellspacing="0" cellpadding="0"> 
     <tr> 
      <td class="custom-bottom-td acenter" width="49.99%"><p style="text-align:center">TOPOGRAPHY</p></td> 
      <td class="custom-bottom-td acenter" width="50.01%"><p style="text-align:center">THICKNESS (mm)</p></td> 
     </tr> 
     <tr> 
      <td class="custom-top-td acenter" width="49.99%"><p style="text-align:center">Pretibial (middle)</p></td> 
      <td class="custom-top-td acenter" width="50.01%"><p style="text-align:center">Greater than 11.7</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="49.99%"><p style="text-align:center">Anterior thigh (mid-distal)</p></td> 
      <td class="acenter" width="50.01%"><p style="text-align:center">Greater than 17.9</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="49.99%"><p style="text-align:center">Lateral leg (mid-proximal)</p></td> 
      <td class="acenter" width="50.01%"><p style="text-align:center">Greater than 8.4</p></td> 
     </tr> 
     <tr> 
      <td class="acenter" width="49.99%"><p style="text-align:center">Medial leg (supramalleolar)</p></td> 
      <td class="acenter" width="50.01%"><p style="text-align:center">Greater than 7.0</p></td> 
     </tr> 
    </table>
   </table-wrap>
   <p>Source: Amato et al. 2021 [<xref ref-type="bibr" rid="scirp.142155-9">
     9
    </xref>].</p>
   <p>A qualitative analysis was conducted to identify morphological changes in the dermis and hypodermis. These patterns were subsequently used to develop a classification system, correlating structural findings with possible disease progression.</p>
  </sec><sec id="s3">
   <title>3. Results: Findings and Classification</title>
   <p>Qualitative analysis first characterized the normal ultrasonographic appearance of the dermis and hypodermis, identified as “layered hypodermis pattern”, defined by linear hyperechoic septa, regularly interspersed within the subcutaneous tissue (<xref ref-type="fig" rid="fig2">
     Figure 2
    </xref>). Ultrasonographic images from obese patients, without lipedema, demonstrated thickening of the subcutaneous tissue (SCT), predominantly within the deep hypodermis, while maintaining preserved linear septa and a layered architecture (<xref ref-type="fig" rid="fig3">
     Figure 3
    </xref>).</p>
   <fig id="fig2" position="float">
    <label>Figure 2</label>
    <caption>
     <title>(a) (b)Figure 2. (a) Ultrasonographic image of the medial aspect of the proximal leg, B-mode, showing the usual “layered hypodermis pattern”; (b) Schematic image of the “layered hypodermis pattern”.</title>
    </caption>
    <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/9102990-rId14.jpeg?20250424101938" />
   </fig>
   <fig id="fig3" position="float">
    <label>Figure 3</label>
    <caption>
     <title>(a) (b)Figure 3. (a) B-mode ultrasonographic image of the medial aspect of the proximal leg in a patient with obesity (BMI above 30), showing an increased hypodermis, primarily due to thickening in the deep layer compared to the superficial layer. The septa are preserved, horizontal, and linear, resembling “layered hypodermis pattern”, indicating maintenance of typical architecture despite the increased thickness. (b) Schematic image representation of the “layered hypodermis pattern” in obese patient.</title>
    </caption>
    <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/9102990-rId15.jpeg?20250424101938" />
   </fig>
   <p>Subsequent analysis of patients with lipedema revealed four distinct ultrasonographic patterns in the dermis and hypodermis. These observed patterns were organized into the Lipedema Dermal and Hypodermal Classification (LDHC), subdivided into LDHC 1 - 4. Hypodermal findings included the evaluation of septa and hyperechoic nodules, whereas dermal assessment primarily focused on the dermis-hypodermis junction and dermis thickening.</p>
   <p>The LDHC classifications are based on distinct ultrasonographic findings that describe varying degrees of tissue disruption. LDHC 1 shows a preserved architecture with linear, thin septa and no hyperechoic nodules, indicating minimal disruption (<xref ref-type="fig" rid="fig4">
     Figure 4
    </xref>). In LDHC 2, the architecture appears bulging with irregular septa and around 50% disruption, but hyperechoic nodules remain absent (<xref ref-type="fig" rid="fig5">
     Figure 5
    </xref>). LDHC 3 presents with a bulging deep hypodermis and disorganized superficial hypodermis, irregular septa, and the presence of hyperechoic nodules, along with asymmetric thickening of the dermis and an irregular dermis-hypodermis junction (<xref ref-type="fig" rid="fig6">
     Figure 6
    </xref>). LDHC 4 displays a “marbled” pattern with more than 50% disruption of the septa, branching and verticalization, and asymmetric dermal thickening. Further, hyperechoic nodules are absent, and the dermis-hypodermis junction presents a “serrated” pattern (<xref ref-type="fig" rid="fig7">
     Figure 7
    </xref>). These classifications reflect a spectrum of increasing disruption and structural disorganization in the tissue.</p>
   <fig id="fig4" position="float">
    <label>Figure 4</label>
    <caption>
     <title>(a) (b)Figure 4. LDHC 1. (a) Ultrasonographic image of the medial aspect of the proximal leg demonstrating the following features: Architecture: preserved; Septa: linear and thin, with less than 50% disruption; Hyperechoic nodules: absent; Dermis: preserved; Dermis-hypodermis junction: preserved. (b) Illustration of LDHC 1 in schematic form.</title>
    </caption>
    <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/9102990-rId16.jpeg?20250424101938" />
   </fig>
   <fig id="fig5" position="float">
    <label>Figure 5</label>
    <caption>
     <title>(a) (b)Figure 5. LDHC 2. (a) Ultrasonographic image of the medial aspect of the proximal leg demonstrating the following features: Architecture: bulging; Septa: irregular, with approximately 50% disruption; Hyperechoic nodules: absent; Dermis: preserved; Dermis-hypodermis junction: preserved. (b) Schematic diagram illustrating LDHC 2.</title>
    </caption>
    <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/9102990-rId17.jpeg?20250424101938" />
   </fig>
   <fig id="fig6" position="float">
    <label>Figure 6</label>
    <caption>
     <title>(a) (b)Figure 6. LDHC 3. Ultrasonographic image of the medial aspect of the proximal leg demonstrating the following features: Architecture: bulging deep hypodermis and disorganized superficial hypodermis; Septa: irregular, with disruption primarily in the superficial hypodermis; Hyperechoic nodules: present; Dermis: asymmetric thickening; Dermis-hypodermis junction: irregular line. (b) Schematic representation of LDHC 3.</title>
    </caption>
    <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/9102990-rId18.jpeg?20250424101938" />
   </fig>
   <fig id="fig7" position="float">
    <label>Figure 7</label>
    <caption>
     <title>(a) (b)Figure 7. LDHC 4. (a) Ultrasonographic image of the lateral thigh demonstrating the following features: Architecture: “marbled” pattern; Septa: irregular, with branching and verticalization, more than 50% disruption; Hyperechoic nodules: absent; Dermis: asymmetric thickening; Dermis-hypodermis junction: “serrated” pattern. (b) The image of Marquina marble shows disorganized streaks across the stone in all directions.</title>
    </caption>
    <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/9102990-rId19.jpeg?20250424101939" />
   </fig>
  </sec><sec id="s4">
   <title>4. Discussion</title>
   <p>Current functional classification primarily emphasizes clinical signs involving the skin, subcutaneous tissue, and lymphatic system. This approach does not clearly address inflammatory and fibrotic changes associated with tissue remodeling and functional impairment.</p>
   <p>Standardized imaging protocols for lipedema are essential to improve diagnostic accuracy and minimize unnecessary imaging studies. Ultrasound has become widely recognized as a valuable imaging modality for evaluating soft tissue disorders, offering a cost-effective and accessible alternative to magnetic resonance imaging (MRI) and other advanced imaging techniques [<xref ref-type="bibr" rid="scirp.142155-10">
     10
    </xref>, <xref ref-type="bibr" rid="scirp.142155-11">
     11
    </xref>].</p>
   <p>The proposed classification provides a novel framework integrating ultrasonographic findings with tissue remodeling processes, such as inflammation and fibrosis, features inadequately addressed by existing classifications [<xref ref-type="bibr" rid="scirp.142155-3  * MERGEFORMAT">
     3
    </xref>, <xref ref-type="bibr" rid="scirp.142155-8">
     8
    </xref>]. Nevertheless, the LDHC is preliminary, and multicenter studies are necessary to validate its clinical applicability, reproducibility, and correlation with histopathology and clinical outcomes.</p>
   <p>Strengths and Implications</p>
   <p>Limitations and Future Directions</p>
   <p>Prospective multicenter studies should involve standardized clinical criteria for patient selection and include control cohorts (obese and lymphedema patients) to establish the specificity or LDHC features. Utilizing standardized high-frequency ultrasound (10 - 15 MHz) protocols targeting predefined anatomical regions will help ensure reproducibility and consistency. Validation should encompass intra and interobserver agreement (Cohen’s kappa) and analyses correlating ultrasonographic findings with clinical severity scores and histopathologic features from surgical samples. Additionally, longitudinal assessments are commended to evaluate LDHC’s ability to track disease progression and therapeutic response.</p>
  </sec><sec id="s5">
   <title>5. Conclusions</title>
   <p>Lipedema remains underdiagnosed due to limited awareness and inconsistent diagnostic criteria. This study introduces a qualitative ultrasound classification system to characterize structural patterns in dermis and hypodermis of lipedema. The proposed classification aims to assess procedural risks, guide optimal treatment decisions, and evaluate treatment efficacy.</p>
   <p>Although preliminary, the LDHC highlights the potential of ultrasound as a diagnostic tool for lipedema. Multicenter studies could complement the validation process and help assess the classification and its reproducibility. Validation if ultrasonographic findings patterns truly correspond to the clinical progression of the disease. These steps will refine its clinical utility, potentially improving patient care and outcomes.</p>
  </sec>
 </body><back>
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